{ "6": { "detoxify": 1, "length_chars": 377, "length_tokens": 1192, "length_tokens_text_only": 168, "length_tokens_trainable_only": 81, "length_images": 1, "iqa_live_mean": 0.5332390756318063, "iqa_live_min": 0.5332390756318063, "iqa_live_max": 0.5332390756318063, "iqa_csiq_mean": 0.660099446773529, "iqa_csiq_min": 0.660099446773529, "iqa_csiq_max": 0.660099446773529, "iqa_tid2013_mean": 0.5035839610629611, "iqa_tid2013_min": 0.5035839610629611, "iqa_tid2013_max": 0.5035839610629611, "iqa_kadid10k_mean": 0.3756103515625, "iqa_kadid10k_min": 0.3756103515625, "iqa_kadid10k_max": 0.3756103515625, "iqa_flive_mean": 0.6663994066642993, "iqa_flive_min": 0.6663994066642993, "iqa_flive_max": 0.6663994066642993, "iqa_spaq_mean": 0.49737271395596594, "iqa_spaq_min": 0.49737271395596594, "iqa_spaq_max": 0.49737271395596594, "iqa_clive_mean": 0.4163683111017401, "iqa_clive_min": 0.4163683111017401, "iqa_clive_max": 0.4163683111017401, "iqa_koniq10k_mean": 0.6358223732071694, "iqa_koniq10k_min": 0.6358223732071694, "iqa_koniq10k_max": 0.6358223732071694, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999992909118 }, { "lang": "la", "score": 7.043422446096947e-10 }, { "lang": "de", "score": 4.606902078588391e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8467654585838318 }, { "lang": "fr", "score": 0.006519155111163855 }, { "lang": "ru", "score": 0.006009771954268217 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5332390756318063, "iqa_v2_live_min": 0.5332390756318063, "iqa_v2_live_max": 0.5332390756318063, "iqa_v2_csiq_mean": 0.660099446773529, "iqa_v2_csiq_min": 0.660099446773529, "iqa_v2_csiq_max": 0.660099446773529, "iqa_v2_tid2013_mean": 0.5035839610629611, "iqa_v2_tid2013_min": 0.5035839610629611, "iqa_v2_tid2013_max": 0.5035839610629611, "iqa_v2_kadid10k_mean": 0.3756103515625, "iqa_v2_kadid10k_min": 0.3756103515625, "iqa_v2_kadid10k_max": 0.3756103515625, "iqa_v2_flive_mean": 0.6663994066642993, "iqa_v2_flive_min": 0.6663994066642993, "iqa_v2_flive_max": 0.6663994066642993, "iqa_v2_spaq_mean": 0.49737271395596594, "iqa_v2_spaq_min": 0.49737271395596594, "iqa_v2_spaq_max": 0.49737271395596594, "iqa_v2_clive_mean": 0.4163683111017401, "iqa_v2_clive_min": 0.4163683111017401, "iqa_v2_clive_max": 0.4163683111017401, "iqa_v2_koniq10k_mean": 0.6358223732071694, "iqa_v2_koniq10k_min": 0.6358223732071694, "iqa_v2_koniq10k_max": 0.6358223732071694, "imdecont": { "jpg": 0.49410438537597656 }, "imdecont_image_match": { "jpg": 204613 }, "imdecont_max": 0.49410438537597656, "imdecont_mean": 0.49410438537597656, "imdecont_min": 0.49410438537597656, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.09375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.09375, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.09375, "clip_score_dfn_public_prev_turn_only_min": 2.693359375, "clip_score_dfn_public_prev_turn_only_mean": 2.693359375, "clip_score_dfn_public_prev_turn_only_max": 2.693359375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.59375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.59375, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.59375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.90625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.90625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.90625, "clip_score_clip_vitl14_224_next_turn_only_min": 28.515625, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.515625, "clip_score_clip_vitl14_224_next_turn_only_max": 28.515625, "clip_score_dfn_public_next_turn_only_min": 3.041015625, "clip_score_dfn_public_next_turn_only_mean": 3.041015625, "clip_score_dfn_public_next_turn_only_max": 3.041015625, "clip_score_siglip2_b16_224_next_turn_only_min": 1.90625, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.90625, "clip_score_siglip2_b16_224_next_turn_only_max": 1.90625, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.9375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.9375, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.9375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.296875, "clip_score_dfn_public_prev_and_next_turn_min": 3.509765625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.509765625, "clip_score_dfn_public_prev_and_next_turn_max": 3.509765625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.0625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.0625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.0625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.71875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.71875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.71875, "im_height": { "jpg": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 1559 }, "im_width_mean": 1559.0, "im_width_min": 1559, "im_width_max": 1559, "im_ar": { "jpg": 2.8397 }, "im_ar_mean": 2.8397, "im_ar_min": 2.8397, "im_ar_max": 2.8397, "im_kilobytes": { "jpg": 2507.49 }, "im_kilobytes_mean": 2507.49, "im_kilobytes_min": 2507.49, "im_kilobytes_max": 2507.49, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 324.15 }, "im_clarity_mean": 324.15, "im_clarity_min": 324.15, "im_clarity_max": 324.15, "im_luma": { "jpg": 230.34 }, "im_luma_mean": 230.34, "im_luma_min": 230.34, "im_luma_max": 230.34, "im_saturation": { "jpg": 56.14 }, "im_saturation_mean": 56.14, "im_saturation_min": 56.14, "im_saturation_max": 56.14, "im_entropy": { "jpg": 1.51 }, "im_entropy_mean": 1.51, "im_entropy_min": 1.51, "im_entropy_max": 1.51, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999992909118, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 7.043422446096947e-10, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 4.606902078588391e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8467654585838318, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.006519155111163855, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.006009771954268217, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9913075566291809, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.41201043128967285, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996457099914551, "text_quality_nvidia_edu_nemotron4_score": 2.548828125, "text_quality_nvidia_edu_mixtral_score": 2.240234375, "text_quality_dclmbaseline_fasttext_score": 0.9986261129379272, "text_quality_dolma3_fasttext_score": 0.9955229163169861, "custom_fasttext_val_fasttext_score": 0.0013331174850463867, "custom_fasttext_core_fasttext_score": 1.52587890625e-05, "custom_fasttext_val_clean_fasttext_score": 0.000413358211517334, "custom_fasttext_core_clean_fasttext_score": 0.00020748376846313477, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.078125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.265625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1875, "within_sample_repetition_detection": 8.0 }, "5": { "detoxify": 1, "length_chars": 1305, "length_tokens": 2300, "length_tokens_text_only": 508, "length_tokens_trainable_only": 352, "length_images": 1, "iqa_live_mean": 0.5114932975383719, "iqa_live_min": 0.5114932975383719, "iqa_live_max": 0.5114932975383719, "iqa_csiq_mean": 0.649845540523529, "iqa_csiq_min": 0.649845540523529, "iqa_csiq_max": 0.649845540523529, "iqa_tid2013_mean": 0.3988001611497667, "iqa_tid2013_min": 0.3988001611497667, "iqa_tid2013_max": 0.3988001611497667, "iqa_kadid10k_mean": 0.4415283203125, "iqa_kadid10k_min": 0.4415283203125, "iqa_kadid10k_max": 0.4415283203125, "iqa_flive_mean": 0.6831883902501579, "iqa_flive_min": 0.6831883902501579, "iqa_flive_max": 0.6831883902501579, "iqa_spaq_mean": 0.4592078623145518, "iqa_spaq_min": 0.4592078623145518, "iqa_spaq_max": 0.4592078623145518, "iqa_clive_mean": 0.44426446009163906, "iqa_clive_min": 0.44426446009163906, "iqa_clive_max": 0.44426446009163906, "iqa_koniq10k_mean": 0.6768576882102273, "iqa_koniq10k_min": 0.6768576882102273, "iqa_koniq10k_max": 0.6768576882102273, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 4.836496740242481e-25 }, { "lang": "tl", "score": 1.371933313290245e-30 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8925402760505676 }, { "lang": "ru", "score": 0.004609702620655298 }, { "lang": "vi", "score": 0.0044013154692947865 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.511517958207564, "iqa_v2_live_min": 0.511517958207564, "iqa_v2_live_max": 0.511517958207564, "iqa_v2_csiq_mean": 0.649845540523529, "iqa_v2_csiq_min": 0.649845540523529, "iqa_v2_csiq_max": 0.649845540523529, "iqa_v2_tid2013_mean": 0.3988001611497667, "iqa_v2_tid2013_min": 0.3988001611497667, "iqa_v2_tid2013_max": 0.3988001611497667, "iqa_v2_kadid10k_mean": 0.441650390625, "iqa_v2_kadid10k_min": 0.441650390625, "iqa_v2_kadid10k_max": 0.441650390625, "iqa_v2_flive_mean": 0.6831489331794508, "iqa_v2_flive_min": 0.6831489331794508, "iqa_v2_flive_max": 0.6831489331794508, "iqa_v2_spaq_mean": 0.45912894817313765, "iqa_v2_spaq_min": 0.45912894817313765, "iqa_v2_spaq_max": 0.45912894817313765, "iqa_v2_clive_mean": 0.44422500302093204, "iqa_v2_clive_min": 0.44422500302093204, "iqa_v2_clive_max": 0.44422500302093204, "iqa_v2_koniq10k_mean": 0.6768576882102273, "iqa_v2_koniq10k_min": 0.6768576882102273, "iqa_v2_koniq10k_max": 0.6768576882102273, "imdecont": { "jpg": 0.4768524169921875 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.4768524169921875, "imdecont_mean": 0.4768524169921875, "imdecont_min": 0.4768524169921875, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.6875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.6875, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.6875, "clip_score_dfn_public_prev_turn_only_min": 4.3984375, "clip_score_dfn_public_prev_turn_only_mean": 4.3984375, "clip_score_dfn_public_prev_turn_only_max": 4.3984375, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.59375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.59375, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.59375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.46875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.46875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.46875, "clip_score_clip_vitl14_224_next_turn_only_min": 25.25, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.25, "clip_score_clip_vitl14_224_next_turn_only_max": 25.25, "clip_score_dfn_public_next_turn_only_min": 4.1328125, "clip_score_dfn_public_next_turn_only_mean": 4.1328125, "clip_score_dfn_public_next_turn_only_max": 4.1328125, "clip_score_siglip2_b16_224_next_turn_only_min": -0.03125, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.03125, "clip_score_siglip2_b16_224_next_turn_only_max": -0.03125, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.890625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.890625, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.890625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.6875, "clip_score_dfn_public_prev_and_next_turn_min": 4.3984375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.3984375, "clip_score_dfn_public_prev_and_next_turn_max": 4.3984375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.59375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.59375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.5, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.5, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.5, "im_height": { "jpg": 2473 }, "im_height_mean": 2473.0, "im_height_min": 2473, "im_height_max": 2473, "im_width": { "jpg": 1506 }, "im_width_mean": 1506.0, "im_width_min": 1506, "im_width_max": 1506, "im_ar": { "jpg": 0.609 }, "im_ar_mean": 0.609, "im_ar_min": 0.609, "im_ar_max": 0.609, "im_kilobytes": { "jpg": 10911.15 }, "im_kilobytes_mean": 10911.15, "im_kilobytes_min": 10911.15, "im_kilobytes_max": 10911.15, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 159.45 }, "im_clarity_mean": 159.45, "im_clarity_min": 159.45, "im_clarity_max": 159.45, "im_luma": { "jpg": 205.48 }, "im_luma_mean": 205.48, "im_luma_min": 205.48, "im_luma_max": 205.48, "im_saturation": { "jpg": 57.84 }, "im_saturation_mean": 57.84, "im_saturation_min": 57.84, "im_saturation_max": 57.84, "im_entropy": { "jpg": 1.82 }, "im_entropy_mean": 1.82, "im_entropy_min": 1.82, "im_entropy_max": 1.82, "unifilter_score_qwen2_5_1_5b": 0.70654296875, "unifilter_score_qwen3_0_6b": -1.06640625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.836496740242481e-25, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.371933313290245e-30, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8925402760505676, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.004609702620655298, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.0044013154692947865, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9954076409339905, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.4786594808101654, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997969269752502, "text_quality_nvidia_edu_nemotron4_score": 2.19921875, "text_quality_nvidia_edu_mixtral_score": 2.318359375, "text_quality_dclmbaseline_fasttext_score": 0.9993578791618347, "text_quality_dolma3_fasttext_score": 0.9949851036071777, "custom_fasttext_val_fasttext_score": 0.0026256442070007324, "custom_fasttext_core_fasttext_score": 0.00020235776901245117, "custom_fasttext_val_clean_fasttext_score": 0.0030738115310668945, "custom_fasttext_core_clean_fasttext_score": 0.00022965669631958008, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.109375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.203125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.09375, "within_sample_repetition_detection": 6.0 }, "8": { "detoxify": 1, "length_chars": 1805, "length_tokens": 3324, "length_tokens_text_only": 764, "length_tokens_trainable_only": 589, "length_images": 1, "iqa_live_mean": 0.3291374745995107, "iqa_live_min": 0.3291374745995107, "iqa_live_max": 0.3291374745995107, "iqa_csiq_mean": 0.46493953466415405, "iqa_csiq_min": 0.46493953466415405, "iqa_csiq_max": 0.46493953466415405, "iqa_tid2013_mean": 0.2689173486497667, "iqa_tid2013_min": 0.2689173486497667, "iqa_tid2013_max": 0.2689173486497667, "iqa_kadid10k_mean": 0.2227783203125, "iqa_kadid10k_min": 0.2227783203125, "iqa_kadid10k_max": 0.2227783203125, "iqa_flive_mean": 0.5573203346946023, "iqa_flive_min": 0.5573203346946023, "iqa_flive_max": 0.5573203346946023, "iqa_spaq_mean": 0.2461002234256629, "iqa_spaq_min": 0.2461002234256629, "iqa_spaq_max": 0.2461002234256629, "iqa_clive_mean": 0.4042155333239623, "iqa_clive_min": 0.4042155333239623, "iqa_clive_max": 0.4042155333239623, "iqa_koniq10k_mean": 0.5949448479546442, "iqa_koniq10k_min": 0.5949448479546442, "iqa_koniq10k_max": 0.5949448479546442, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999988 }, { "lang": "la", "score": 1.309301362722025e-15 }, { "lang": "tl", "score": 2.4420786048894848e-28 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8544896841049194 }, { "lang": "ru", "score": 0.006989664863795042 }, { "lang": "vi", "score": 0.006875121034681797 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3291374745995107, "iqa_v2_live_min": 0.3291374745995107, "iqa_v2_live_max": 0.3291374745995107, "iqa_v2_csiq_mean": 0.46493953466415405, "iqa_v2_csiq_min": 0.46493953466415405, "iqa_v2_csiq_max": 0.46493953466415405, "iqa_v2_tid2013_mean": 0.2689173486497667, "iqa_v2_tid2013_min": 0.2689173486497667, "iqa_v2_tid2013_max": 0.2689173486497667, "iqa_v2_kadid10k_mean": 0.2227783203125, "iqa_v2_kadid10k_min": 0.2227783203125, "iqa_v2_kadid10k_max": 0.2227783203125, "iqa_v2_flive_mean": 0.5573203346946023, "iqa_v2_flive_min": 0.5573203346946023, "iqa_v2_flive_max": 0.5573203346946023, "iqa_v2_spaq_mean": 0.2461002234256629, "iqa_v2_spaq_min": 0.2461002234256629, "iqa_v2_spaq_max": 0.2461002234256629, "iqa_v2_clive_mean": 0.4042155333239623, "iqa_v2_clive_min": 0.4042155333239623, "iqa_v2_clive_max": 0.4042155333239623, "iqa_v2_koniq10k_mean": 0.5949448479546442, "iqa_v2_koniq10k_min": 0.5949448479546442, "iqa_v2_koniq10k_max": 0.5949448479546442, "imdecont": { "jpg": 0.48936396837234497 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.48936396837234497, "imdecont_mean": 0.48936396837234497, "imdecont_min": 0.48936396837234497, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.203125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.203125, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.203125, "clip_score_dfn_public_prev_turn_only_min": 3.724609375, "clip_score_dfn_public_prev_turn_only_mean": 3.724609375, "clip_score_dfn_public_prev_turn_only_max": 3.724609375, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.59375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.59375, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.59375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.578125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.578125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.578125, "clip_score_clip_vitl14_224_next_turn_only_min": 25.0, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.0, "clip_score_clip_vitl14_224_next_turn_only_max": 25.0, "clip_score_dfn_public_next_turn_only_min": 1.5234375, "clip_score_dfn_public_next_turn_only_mean": 1.5234375, "clip_score_dfn_public_next_turn_only_max": 1.5234375, "clip_score_siglip2_b16_224_next_turn_only_min": -3.2265625, "clip_score_siglip2_b16_224_next_turn_only_mean": -3.2265625, "clip_score_siglip2_b16_224_next_turn_only_max": -3.2265625, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.140625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.140625, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.140625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.203125, "clip_score_dfn_public_prev_and_next_turn_min": 3.724609375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.724609375, "clip_score_dfn_public_prev_and_next_turn_max": 3.724609375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.59375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.59375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.765625, "im_height": { "jpg": 3278 }, "im_height_mean": 3278.0, "im_height_min": 3278, "im_height_max": 3278, "im_width": { "jpg": 3307 }, "im_width_mean": 3307.0, "im_width_min": 3307, "im_width_max": 3307, "im_ar": { "jpg": 1.0088 }, "im_ar_mean": 1.0088, "im_ar_min": 1.0088, "im_ar_max": 1.0088, "im_kilobytes": { "jpg": 31758.83 }, "im_kilobytes_mean": 31758.83, "im_kilobytes_min": 31758.83, "im_kilobytes_max": 31758.83, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 182.47 }, "im_clarity_mean": 182.47, "im_clarity_min": 182.47, "im_clarity_max": 182.47, "im_luma": { "jpg": 224.09 }, "im_luma_mean": 224.09, "im_luma_min": 224.09, "im_luma_max": 224.09, "im_saturation": { "jpg": 79.53 }, "im_saturation_mean": 79.53, "im_saturation_min": 79.53, "im_saturation_max": 79.53, "im_entropy": { "jpg": 2.51 }, "im_entropy_mean": 2.51, "im_entropy_min": 2.51, "im_entropy_max": 2.51, "unifilter_score_qwen2_5_1_5b": 1.169921875, "unifilter_score_qwen3_0_6b": 0.7275390625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999988, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.309301362722025e-15, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 2.4420786048894848e-28, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8544896841049194, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006989664863795042, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.006875121034681797, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9936800003051758, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6424817442893982, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999636173248291, "text_quality_nvidia_edu_nemotron4_score": 1.76953125, "text_quality_nvidia_edu_mixtral_score": 1.771484375, "text_quality_dclmbaseline_fasttext_score": 0.9999469518661499, "text_quality_dolma3_fasttext_score": 0.9997987151145935, "custom_fasttext_val_fasttext_score": 0.0009846091270446777, "custom_fasttext_core_fasttext_score": 7.748603820800781e-05, "custom_fasttext_val_clean_fasttext_score": 0.031070351600646973, "custom_fasttext_core_clean_fasttext_score": 0.007072925567626953, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.8515625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0390625, "within_sample_repetition_detection": 7.0 }, "14": { "detoxify": 1, "length_chars": 726, "length_tokens": 2104, "length_tokens_text_only": 312, "length_tokens_trainable_only": 209, "length_images": 1, "iqa_live_mean": 0.49856617474796794, "iqa_live_min": 0.49856617474796794, "iqa_live_max": 0.49856617474796794, "iqa_csiq_mean": 0.624699056148529, "iqa_csiq_min": 0.624699056148529, "iqa_csiq_max": 0.624699056148529, "iqa_tid2013_mean": 0.3961417410108778, "iqa_tid2013_min": 0.3961417410108778, "iqa_tid2013_max": 0.3961417410108778, "iqa_kadid10k_mean": 0.482421875, "iqa_kadid10k_min": 0.482421875, "iqa_kadid10k_max": 0.482421875, "iqa_flive_mean": 0.6447966604521781, "iqa_flive_min": 0.6447966604521781, "iqa_flive_max": 0.6447966604521781, "iqa_spaq_mean": 0.3689695416074811, "iqa_spaq_min": 0.3689695416074811, "iqa_spaq_max": 0.3689695416074811, "iqa_clive_mean": 0.4020848515057805, "iqa_clive_min": 0.4020848515057805, "iqa_clive_max": 0.4020848515057805, "iqa_koniq10k_mean": 0.652078647806187, "iqa_koniq10k_min": 0.652078647806187, "iqa_koniq10k_max": 0.652078647806187, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999927781 }, { "lang": "la", "score": 7.221903012573657e-12 }, { "lang": "tl", "score": 1.159246671723377e-19 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8314926028251648 }, { "lang": "ru", "score": 0.008331295102834702 }, { "lang": "pt", "score": 0.006141400896012783 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.49856617474796794, "iqa_v2_live_min": 0.49856617474796794, "iqa_v2_live_max": 0.49856617474796794, "iqa_v2_csiq_mean": 0.624699056148529, "iqa_v2_csiq_min": 0.624699056148529, "iqa_v2_csiq_max": 0.624699056148529, "iqa_v2_tid2013_mean": 0.3961417410108778, "iqa_v2_tid2013_min": 0.3961417410108778, "iqa_v2_tid2013_max": 0.3961417410108778, "iqa_v2_kadid10k_mean": 0.482421875, "iqa_v2_kadid10k_min": 0.482421875, "iqa_v2_kadid10k_max": 0.482421875, "iqa_v2_flive_mean": 0.6447793979837437, "iqa_v2_flive_min": 0.6447793979837437, "iqa_v2_flive_max": 0.6447793979837437, "iqa_v2_spaq_mean": 0.3689695416074811, "iqa_v2_spaq_min": 0.3689695416074811, "iqa_v2_spaq_max": 0.3689695416074811, "iqa_v2_clive_mean": 0.4020848515057805, "iqa_v2_clive_min": 0.4020848515057805, "iqa_v2_clive_max": 0.4020848515057805, "iqa_v2_koniq10k_mean": 0.652078647806187, "iqa_v2_koniq10k_min": 0.652078647806187, "iqa_v2_koniq10k_max": 0.652078647806187, "imdecont": { "jpg": 0.45601344108581543 }, "imdecont_image_match": { "jpg": 74913 }, "imdecont_max": 0.45601344108581543, "imdecont_mean": 0.45601344108581543, "imdecont_min": 0.45601344108581543, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.75, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.75, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.75, "clip_score_dfn_public_prev_turn_only_min": 2.892578125, "clip_score_dfn_public_prev_turn_only_mean": 2.892578125, "clip_score_dfn_public_prev_turn_only_max": 2.892578125, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.328125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.328125, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.328125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.75, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.75, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.75, "clip_score_clip_vitl14_224_next_turn_only_min": 25.21875, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.21875, "clip_score_clip_vitl14_224_next_turn_only_max": 25.21875, "clip_score_dfn_public_next_turn_only_min": 1.9892578125, "clip_score_dfn_public_next_turn_only_mean": 1.9892578125, "clip_score_dfn_public_next_turn_only_max": 1.9892578125, "clip_score_siglip2_b16_224_next_turn_only_min": 4.90625, "clip_score_siglip2_b16_224_next_turn_only_mean": 4.90625, "clip_score_siglip2_b16_224_next_turn_only_max": 4.90625, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.71875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.71875, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.59375, "clip_score_dfn_public_prev_and_next_turn_min": 2.84375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.84375, "clip_score_dfn_public_prev_and_next_turn_max": 2.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.65625, "im_height": { "jpg": 1557 }, "im_height_mean": 1557.0, "im_height_min": 1557, "im_height_max": 1557, "im_width": { "jpg": 2271 }, "im_width_mean": 2271.0, "im_width_min": 2271, "im_width_max": 2271, "im_ar": { "jpg": 1.4586 }, "im_ar_mean": 1.4586, "im_ar_min": 1.4586, "im_ar_max": 1.4586, "im_kilobytes": { "jpg": 10359.22 }, "im_kilobytes_mean": 10359.22, "im_kilobytes_min": 10359.22, "im_kilobytes_max": 10359.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 119.21 }, "im_clarity_mean": 119.21, "im_clarity_min": 119.21, "im_clarity_max": 119.21, "im_luma": { "jpg": 219.95 }, "im_luma_mean": 219.95, "im_luma_min": 219.95, "im_luma_max": 219.95, "im_saturation": { "jpg": 62.89 }, "im_saturation_mean": 62.89, "im_saturation_min": 62.89, "im_saturation_max": 62.89, "im_entropy": { "jpg": 1.51 }, "im_entropy_mean": 1.51, "im_entropy_min": 1.51, "im_entropy_max": 1.51, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999927781, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 7.221903012573657e-12, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.159246671723377e-19, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8314926028251648, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.008331295102834702, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.006141400896012783, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9896680116653442, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.7289149165153503, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9992282390594482, "text_quality_nvidia_edu_nemotron4_score": 2.091796875, "text_quality_nvidia_edu_mixtral_score": 1.935546875, "text_quality_dclmbaseline_fasttext_score": 0.9917338490486145, "text_quality_dolma3_fasttext_score": 0.99083411693573, "custom_fasttext_val_fasttext_score": 0.001498103141784668, "custom_fasttext_core_fasttext_score": 0.00011467933654785156, "custom_fasttext_val_clean_fasttext_score": 0.00435250997543335, "custom_fasttext_core_clean_fasttext_score": 0.00040990114212036133, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.4296875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.5234375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.09375, "within_sample_repetition_detection": 7.0 }, "0": { "detoxify": 1, "length_chars": 811, "length_tokens": 2942, "length_tokens_text_only": 382, "length_tokens_trainable_only": 251, "length_images": 1, "iqa_live_mean": 0.3529695453065814, "iqa_live_min": 0.3529695453065814, "iqa_live_max": 0.3529695453065814, "iqa_csiq_mean": 0.557682454586029, "iqa_csiq_min": 0.557682454586029, "iqa_csiq_max": 0.557682454586029, "iqa_tid2013_mean": 0.2862784597608778, "iqa_tid2013_min": 0.2862784597608778, "iqa_tid2013_max": 0.2862784597608778, "iqa_kadid10k_mean": 0.2860107421875, "iqa_kadid10k_min": 0.2860107421875, "iqa_kadid10k_max": 0.2860107421875, "iqa_flive_mean": 0.6021435670178347, "iqa_flive_min": 0.6021435670178347, "iqa_flive_max": 0.6021435670178347, "iqa_spaq_mean": 0.2775080517084912, "iqa_spaq_min": 0.2775080517084912, "iqa_spaq_max": 0.2775080517084912, "iqa_clive_mean": 0.4158159121118411, "iqa_clive_min": 0.4158159121118411, "iqa_clive_max": 0.4158159121118411, "iqa_koniq10k_mean": 0.560853938863735, "iqa_koniq10k_min": 0.560853938863735, "iqa_koniq10k_max": 0.560853938863735, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999930196 }, { "lang": "la", "score": 6.980435046026903e-12 }, { "lang": "eo", "score": 9.936919037501944e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8162788152694702 }, { "lang": "ru", "score": 0.007138329558074474 }, { "lang": "vi", "score": 0.006518835201859474 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3529695453065814, "iqa_v2_live_min": 0.3529695453065814, "iqa_v2_live_max": 0.3529695453065814, "iqa_v2_csiq_mean": 0.557682454586029, "iqa_v2_csiq_min": 0.557682454586029, "iqa_v2_csiq_max": 0.557682454586029, "iqa_v2_tid2013_mean": 0.2862784597608778, "iqa_v2_tid2013_min": 0.2862784597608778, "iqa_v2_tid2013_max": 0.2862784597608778, "iqa_v2_kadid10k_mean": 0.2860107421875, "iqa_v2_kadid10k_min": 0.2860107421875, "iqa_v2_kadid10k_max": 0.2860107421875, "iqa_v2_flive_mean": 0.6021435670178347, "iqa_v2_flive_min": 0.6021435670178347, "iqa_v2_flive_max": 0.6021435670178347, "iqa_v2_spaq_mean": 0.2775080517084912, "iqa_v2_spaq_min": 0.2775080517084912, "iqa_v2_spaq_max": 0.2775080517084912, "iqa_v2_clive_mean": 0.4158159121118411, "iqa_v2_clive_min": 0.4158159121118411, "iqa_v2_clive_max": 0.4158159121118411, "iqa_v2_koniq10k_mean": 0.560853938863735, "iqa_v2_koniq10k_min": 0.560853938863735, "iqa_v2_koniq10k_max": 0.560853938863735, "imdecont": { "jpg": 0.5052863955497742 }, "imdecont_image_match": { "jpg": 206566 }, "imdecont_max": 0.5052863955497742, "imdecont_mean": 0.5052863955497742, "imdecont_min": 0.5052863955497742, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.4375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.4375, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.4375, "clip_score_dfn_public_prev_turn_only_min": 3.076171875, "clip_score_dfn_public_prev_turn_only_mean": 3.076171875, "clip_score_dfn_public_prev_turn_only_max": 3.076171875, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.984375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.984375, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.984375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.90625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.90625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.90625, "clip_score_clip_vitl14_224_next_turn_only_min": 24.015625, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.015625, "clip_score_clip_vitl14_224_next_turn_only_max": 24.015625, "clip_score_dfn_public_next_turn_only_min": 1.6337890625, "clip_score_dfn_public_next_turn_only_mean": 1.6337890625, "clip_score_dfn_public_next_turn_only_max": 1.6337890625, "clip_score_siglip2_b16_224_next_turn_only_min": -1.84375, "clip_score_siglip2_b16_224_next_turn_only_mean": -1.84375, "clip_score_siglip2_b16_224_next_turn_only_max": -1.84375, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.125, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.4375, "clip_score_dfn_public_prev_and_next_turn_min": 3.076171875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.076171875, "clip_score_dfn_public_prev_and_next_turn_max": 3.076171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.984375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.984375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.75, "im_height": { "jpg": 1489 }, "im_height_mean": 1489.0, "im_height_min": 1489, "im_height_max": 1489, "im_width": { "jpg": 1384 }, "im_width_mean": 1384.0, "im_width_min": 1384, "im_width_max": 1384, "im_ar": { "jpg": 0.9295 }, "im_ar_mean": 0.9295, "im_ar_min": 0.9295, "im_ar_max": 0.9295, "im_kilobytes": { "jpg": 6037.43 }, "im_kilobytes_mean": 6037.43, "im_kilobytes_min": 6037.43, "im_kilobytes_max": 6037.43, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 408.33 }, "im_clarity_mean": 408.33, "im_clarity_min": 408.33, "im_clarity_max": 408.33, "im_luma": { "jpg": 220.47 }, "im_luma_mean": 220.47, "im_luma_min": 220.47, "im_luma_max": 220.47, "im_saturation": { "jpg": 96.28 }, "im_saturation_mean": 96.28, "im_saturation_min": 96.28, "im_saturation_max": 96.28, "im_entropy": { "jpg": 1.93 }, "im_entropy_mean": 1.93, "im_entropy_min": 1.93, "im_entropy_max": 1.93, "unifilter_score_qwen2_5_1_5b": 0.16259765625, "unifilter_score_qwen3_0_6b": 2.080078125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999930196, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 6.980435046026903e-12, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 9.936919037501944e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8162788152694702, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007138329558074474, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.006518835201859474, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9923451542854309, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5905140042304993, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997641444206238, "text_quality_nvidia_edu_nemotron4_score": 2.154296875, "text_quality_nvidia_edu_mixtral_score": 1.9296875, "text_quality_dclmbaseline_fasttext_score": 0.9999881982803345, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0010722875595092773, "custom_fasttext_core_fasttext_score": 6.198883056640625e-05, "custom_fasttext_val_clean_fasttext_score": 0.0007025599479675293, "custom_fasttext_core_clean_fasttext_score": 0.00010132789611816406, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.296875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.109375, "within_sample_repetition_detection": 8.0 }, "7": { "detoxify": 1, "length_chars": 961, "length_tokens": 2924, "length_tokens_text_only": 364, "length_tokens_trainable_only": 231, "length_images": 1, "iqa_live_mean": 0.30214883823587435, "iqa_live_min": 0.30214883823587435, "iqa_live_max": 0.30214883823587435, "iqa_csiq_mean": 0.43335384130477905, "iqa_csiq_min": 0.43335384130477905, "iqa_csiq_max": 0.43335384130477905, "iqa_tid2013_mean": 0.2877975569831, "iqa_tid2013_min": 0.2877975569831, "iqa_tid2013_max": 0.2877975569831, "iqa_kadid10k_mean": 0.3734130859375, "iqa_kadid10k_min": 0.3734130859375, "iqa_kadid10k_max": 0.3734130859375, "iqa_flive_mean": 0.5709724811592488, "iqa_flive_min": 0.5709724811592488, "iqa_flive_max": 0.5709724811592488, "iqa_spaq_mean": 0.17902320322364268, "iqa_spaq_min": 0.17902320322364268, "iqa_spaq_max": 0.17902320322364268, "iqa_clive_mean": 0.2552256343340633, "iqa_clive_min": 0.2552256343340633, "iqa_clive_max": 0.2552256343340633, "iqa_koniq10k_mean": 0.6127794439142401, "iqa_koniq10k_min": 0.6127794439142401, "iqa_koniq10k_max": 0.6127794439142401, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 8.955014046431019e-17 }, { "lang": "fr", "score": 3.7864006061906085e-21 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8834384083747864 }, { "lang": "ru", "score": 0.004745957907289267 }, { "lang": "vi", "score": 0.0043514929711818695 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.30214883823587435, "iqa_v2_live_min": 0.30214883823587435, "iqa_v2_live_max": 0.30214883823587435, "iqa_v2_csiq_mean": 0.43335384130477905, "iqa_v2_csiq_min": 0.43335384130477905, "iqa_v2_csiq_max": 0.43335384130477905, "iqa_v2_tid2013_mean": 0.2877975569831, "iqa_v2_tid2013_min": 0.2877975569831, "iqa_v2_tid2013_max": 0.2877975569831, "iqa_v2_kadid10k_mean": 0.3734130859375, "iqa_v2_kadid10k_min": 0.3734130859375, "iqa_v2_kadid10k_max": 0.3734130859375, "iqa_v2_flive_mean": 0.5709724811592488, "iqa_v2_flive_min": 0.5709724811592488, "iqa_v2_flive_max": 0.5709724811592488, "iqa_v2_spaq_mean": 0.17902320322364268, "iqa_v2_spaq_min": 0.17902320322364268, "iqa_v2_spaq_max": 0.17902320322364268, "iqa_v2_clive_mean": 0.2552256343340633, "iqa_v2_clive_min": 0.2552256343340633, "iqa_v2_clive_max": 0.2552256343340633, "iqa_v2_koniq10k_mean": 0.6127794439142401, "iqa_v2_koniq10k_min": 0.6127794439142401, "iqa_v2_koniq10k_max": 0.6127794439142401, "imdecont": { "jpg": 0.438568651676178 }, "imdecont_image_match": { "jpg": 251543 }, "imdecont_max": 0.438568651676178, "imdecont_mean": 0.438568651676178, "imdecont_min": 0.438568651676178, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.640625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.640625, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.640625, "clip_score_dfn_public_prev_turn_only_min": 2.662109375, "clip_score_dfn_public_prev_turn_only_mean": 2.662109375, "clip_score_dfn_public_prev_turn_only_max": 2.662109375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.328125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.328125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.328125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.484375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.484375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.484375, "clip_score_clip_vitl14_224_next_turn_only_min": 25.5625, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.5625, "clip_score_clip_vitl14_224_next_turn_only_max": 25.5625, "clip_score_dfn_public_next_turn_only_min": 2.07421875, "clip_score_dfn_public_next_turn_only_mean": 2.07421875, "clip_score_dfn_public_next_turn_only_max": 2.07421875, "clip_score_siglip2_b16_224_next_turn_only_min": 2.03125, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.03125, "clip_score_siglip2_b16_224_next_turn_only_max": 2.03125, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.953125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.953125, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.640625, "clip_score_dfn_public_prev_and_next_turn_min": 2.662109375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.662109375, "clip_score_dfn_public_prev_and_next_turn_max": 2.662109375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.328125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.328125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.03125, "im_height": { "jpg": 2733 }, "im_height_mean": 2733.0, "im_height_min": 2733, "im_height_max": 2733, "im_width": { "jpg": 2487 }, "im_width_mean": 2487.0, "im_width_min": 2487, "im_width_max": 2487, "im_ar": { "jpg": 0.91 }, "im_ar_mean": 0.91, "im_ar_min": 0.91, "im_ar_max": 0.91, "im_kilobytes": { "jpg": 19913.0 }, "im_kilobytes_mean": 19913.0, "im_kilobytes_min": 19913.0, "im_kilobytes_max": 19913.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 106.01 }, "im_clarity_mean": 106.01, "im_clarity_min": 106.01, "im_clarity_max": 106.01, "im_luma": { "jpg": 248.55 }, "im_luma_mean": 248.55, "im_luma_min": 248.55, "im_luma_max": 248.55, "im_saturation": { "jpg": 22.43 }, "im_saturation_mean": 22.43, "im_saturation_min": 22.43, "im_saturation_max": 22.43, "im_entropy": { "jpg": 0.98 }, "im_entropy_mean": 0.98, "im_entropy_min": 0.98, "im_entropy_max": 0.98, "unifilter_score_qwen2_5_1_5b": 0.09918212890625, "unifilter_score_qwen3_0_6b": 1.3798828125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 8.955014046431019e-17, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 3.7864006061906085e-21, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8834384083747864, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.004745957907289267, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.0043514929711818695, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9949265718460083, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.46245744824409485, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995613694190979, "text_quality_nvidia_edu_nemotron4_score": 2.193359375, "text_quality_nvidia_edu_mixtral_score": 2.115234375, "text_quality_dclmbaseline_fasttext_score": 0.9972425103187561, "text_quality_dolma3_fasttext_score": 0.9976877570152283, "custom_fasttext_val_fasttext_score": 0.005654513835906982, "custom_fasttext_core_fasttext_score": 0.0011888742446899414, "custom_fasttext_val_clean_fasttext_score": 0.0034604668617248535, "custom_fasttext_core_clean_fasttext_score": 0.00047385692596435547, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.421875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.140625, "within_sample_repetition_detection": 7.0 }, "10": { "detoxify": 1, "length_chars": 905, "length_tokens": 3253, "length_tokens_text_only": 437, "length_tokens_trainable_only": 287, "length_images": 1, "iqa_live_mean": 0.4412745080813012, "iqa_live_min": 0.4412745080813012, "iqa_live_max": 0.4412745080813012, "iqa_csiq_mean": 0.601139485836029, "iqa_csiq_min": 0.601139485836029, "iqa_csiq_max": 0.601139485836029, "iqa_tid2013_mean": 0.3670076264275445, "iqa_tid2013_min": 0.3670076264275445, "iqa_tid2013_max": 0.3670076264275445, "iqa_kadid10k_mean": 0.3641357421875, "iqa_kadid10k_min": 0.3641357421875, "iqa_kadid10k_max": 0.3641357421875, "iqa_flive_mean": 0.6718839394925822, "iqa_flive_min": 0.6718839394925822, "iqa_flive_max": 0.6718839394925822, "iqa_spaq_mean": 0.40890009716303666, "iqa_spaq_min": 0.40890009716303666, "iqa_spaq_max": 0.40890009716303666, "iqa_clive_mean": 0.36120732625325525, "iqa_clive_min": 0.36120732625325525, "iqa_clive_max": 0.36120732625325525, "iqa_koniq10k_mean": 0.644818546796086, "iqa_koniq10k_min": 0.644818546796086, "iqa_koniq10k_max": 0.644818546796086, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999998 }, { "lang": "la", "score": 1.6780094566233653e-16 }, { "lang": "tl", "score": 4.480538213047639e-22 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8230168223381042 }, { "lang": "es", "score": 0.008440155535936356 }, { "lang": "pt", "score": 0.0073738605715334415 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4412745080813012, "iqa_v2_live_min": 0.4412745080813012, "iqa_v2_live_max": 0.4412745080813012, "iqa_v2_csiq_mean": 0.601139485836029, "iqa_v2_csiq_min": 0.601139485836029, "iqa_v2_csiq_max": 0.601139485836029, "iqa_v2_tid2013_mean": 0.3670076264275445, "iqa_v2_tid2013_min": 0.3670076264275445, "iqa_v2_tid2013_max": 0.3670076264275445, "iqa_v2_kadid10k_mean": 0.3641357421875, "iqa_v2_kadid10k_min": 0.3641357421875, "iqa_v2_kadid10k_max": 0.3641357421875, "iqa_v2_flive_mean": 0.6718839394925822, "iqa_v2_flive_min": 0.6718839394925822, "iqa_v2_flive_max": 0.6718839394925822, "iqa_v2_spaq_mean": 0.40890009716303666, "iqa_v2_spaq_min": 0.40890009716303666, "iqa_v2_spaq_max": 0.40890009716303666, "iqa_v2_clive_mean": 0.36120732625325525, "iqa_v2_clive_min": 0.36120732625325525, "iqa_v2_clive_max": 0.36120732625325525, "iqa_v2_koniq10k_mean": 0.644818546796086, "iqa_v2_koniq10k_min": 0.644818546796086, "iqa_v2_koniq10k_max": 0.644818546796086, "imdecont": { "jpg": 0.5218743085861206 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5218743085861206, "imdecont_mean": 0.5218743085861206, "imdecont_min": 0.5218743085861206, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.328125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.328125, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.328125, "clip_score_dfn_public_prev_turn_only_min": 4.1171875, "clip_score_dfn_public_prev_turn_only_mean": 4.1171875, "clip_score_dfn_public_prev_turn_only_max": 4.1171875, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.328125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.328125, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.328125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.421875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.421875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.421875, "clip_score_clip_vitl14_224_next_turn_only_min": 27.375, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.375, "clip_score_clip_vitl14_224_next_turn_only_max": 27.375, "clip_score_dfn_public_next_turn_only_min": 4.453125, "clip_score_dfn_public_next_turn_only_mean": 4.453125, "clip_score_dfn_public_next_turn_only_max": 4.453125, "clip_score_siglip2_b16_224_next_turn_only_min": -0.328125, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.328125, "clip_score_siglip2_b16_224_next_turn_only_max": -0.328125, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.390625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.390625, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.328125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.328125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.328125, "clip_score_dfn_public_prev_and_next_turn_min": 4.1171875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.1171875, "clip_score_dfn_public_prev_and_next_turn_max": 4.1171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.328125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.328125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.21875, "im_height": { "jpg": 1048 }, "im_height_mean": 1048.0, "im_height_min": 1048, "im_height_max": 1048, "im_width": { "jpg": 2611 }, "im_width_mean": 2611.0, "im_width_min": 2611, "im_width_max": 2611, "im_ar": { "jpg": 2.4914 }, "im_ar_mean": 2.4914, "im_ar_min": 2.4914, "im_ar_max": 2.4914, "im_kilobytes": { "jpg": 8016.59 }, "im_kilobytes_mean": 8016.59, "im_kilobytes_min": 8016.59, "im_kilobytes_max": 8016.59, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 163.81 }, "im_clarity_mean": 163.81, "im_clarity_min": 163.81, "im_clarity_max": 163.81, "im_luma": { "jpg": 214.17 }, "im_luma_mean": 214.17, "im_luma_min": 214.17, "im_luma_max": 214.17, "im_saturation": { "jpg": 65.24 }, "im_saturation_mean": 65.24, "im_saturation_min": 65.24, "im_saturation_max": 65.24, "im_entropy": { "jpg": 1.74 }, "im_entropy_mean": 1.74, "im_entropy_min": 1.74, "im_entropy_max": 1.74, "unifilter_score_qwen2_5_1_5b": -0.1895751953125, "unifilter_score_qwen3_0_6b": 1.5048828125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999998, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.6780094566233653e-16, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 4.480538213047639e-22, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8230168223381042, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.008440155535936356, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.0073738605715334415, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9939496517181396, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5210676789283752, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9998148083686829, "text_quality_nvidia_edu_nemotron4_score": 2.08984375, "text_quality_nvidia_edu_mixtral_score": 2.087890625, "text_quality_dclmbaseline_fasttext_score": 0.9997105598449707, "text_quality_dolma3_fasttext_score": 0.9997922778129578, "custom_fasttext_val_fasttext_score": 0.004478037357330322, "custom_fasttext_core_fasttext_score": 9.417533874511719e-05, "custom_fasttext_val_clean_fasttext_score": 0.0044904351234436035, "custom_fasttext_core_clean_fasttext_score": 0.0008901357650756836, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.2421875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0078125, "within_sample_repetition_detection": 7.0 }, "13": { "detoxify": 1, "length_chars": 828, "length_tokens": 2123, "length_tokens_text_only": 331, "length_tokens_trainable_only": 210, "length_images": 1, "iqa_live_mean": 0.5155376472858467, "iqa_live_min": 0.5155376472858467, "iqa_live_max": 0.5155376472858467, "iqa_csiq_mean": 0.697575032711029, "iqa_csiq_min": 0.697575032711029, "iqa_csiq_max": 0.697575032711029, "iqa_tid2013_mean": 0.4528637462192111, "iqa_tid2013_min": 0.4528637462192111, "iqa_tid2013_max": 0.4528637462192111, "iqa_kadid10k_mean": 0.3702392578125, "iqa_kadid10k_min": 0.3702392578125, "iqa_kadid10k_max": 0.3702392578125, "iqa_flive_mean": 0.6954595392400569, "iqa_flive_min": 0.6954595392400569, "iqa_flive_max": 0.6954595392400569, "iqa_spaq_mean": 0.45897111989030936, "iqa_spaq_min": 0.45897111989030936, "iqa_spaq_max": 0.45897111989030936, "iqa_clive_mean": 0.4887424430461845, "iqa_clive_min": 0.4887424430461845, "iqa_clive_max": 0.4887424430461845, "iqa_koniq10k_mean": 0.5946291913889876, "iqa_koniq10k_min": 0.5946291913889876, "iqa_koniq10k_max": 0.5946291913889876, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 5.385733237572794e-19 }, { "lang": "eo", "score": 8.018603875437713e-27 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8325603008270264 }, { "lang": "ru", "score": 0.008752021938562393 }, { "lang": "th", "score": 0.006182306446135044 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5155376472858467, "iqa_v2_live_min": 0.5155376472858467, "iqa_v2_live_max": 0.5155376472858467, "iqa_v2_csiq_mean": 0.697575032711029, "iqa_v2_csiq_min": 0.697575032711029, "iqa_v2_csiq_max": 0.697575032711029, "iqa_v2_tid2013_mean": 0.4528637462192111, "iqa_v2_tid2013_min": 0.4528637462192111, "iqa_v2_tid2013_max": 0.4528637462192111, "iqa_v2_kadid10k_mean": 0.3702392578125, "iqa_v2_kadid10k_min": 0.3702392578125, "iqa_v2_kadid10k_max": 0.3702392578125, "iqa_v2_flive_mean": 0.6954595392400569, "iqa_v2_flive_min": 0.6954595392400569, "iqa_v2_flive_max": 0.6954595392400569, "iqa_v2_spaq_mean": 0.45897111989030936, "iqa_v2_spaq_min": 0.45897111989030936, "iqa_v2_spaq_max": 0.45897111989030936, "iqa_v2_clive_mean": 0.4887424430461845, "iqa_v2_clive_min": 0.4887424430461845, "iqa_v2_clive_max": 0.4887424430461845, "iqa_v2_koniq10k_mean": 0.5946291913889876, "iqa_v2_koniq10k_min": 0.5946291913889876, "iqa_v2_koniq10k_max": 0.5946291913889876, "imdecont": { "jpg": 0.5027846693992615 }, "imdecont_image_match": { "jpg": 256923 }, "imdecont_max": 0.5027846693992615, "imdecont_mean": 0.5027846693992615, "imdecont_min": 0.5027846693992615, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.6875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.6875, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.6875, "clip_score_dfn_public_prev_turn_only_min": 1.8203125, "clip_score_dfn_public_prev_turn_only_mean": 1.8203125, "clip_score_dfn_public_prev_turn_only_max": 1.8203125, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.546875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.546875, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.546875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.1875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.1875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.1875, "clip_score_clip_vitl14_224_next_turn_only_min": 26.203125, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.203125, "clip_score_clip_vitl14_224_next_turn_only_max": 26.203125, "clip_score_dfn_public_next_turn_only_min": 3.23046875, "clip_score_dfn_public_next_turn_only_mean": 3.23046875, "clip_score_dfn_public_next_turn_only_max": 3.23046875, "clip_score_siglip2_b16_224_next_turn_only_min": 3.484375, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.484375, "clip_score_siglip2_b16_224_next_turn_only_max": 3.484375, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.578125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.578125, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.578125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.6875, "clip_score_dfn_public_prev_and_next_turn_min": 1.8203125, "clip_score_dfn_public_prev_and_next_turn_mean": 1.8203125, "clip_score_dfn_public_prev_and_next_turn_max": 1.8203125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.546875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.546875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.015625, "im_height": { "jpg": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 877 }, "im_width_mean": 877.0, "im_width_min": 877, "im_width_max": 877, "im_ar": { "jpg": 1.5974 }, "im_ar_mean": 1.5974, "im_ar_min": 1.5974, "im_ar_max": 1.5974, "im_kilobytes": { "jpg": 1410.57 }, "im_kilobytes_mean": 1410.57, "im_kilobytes_min": 1410.57, "im_kilobytes_max": 1410.57, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 832.1 }, "im_clarity_mean": 832.1, "im_clarity_min": 832.1, "im_clarity_max": 832.1, "im_luma": { "jpg": 238.6 }, "im_luma_mean": 238.6, "im_luma_min": 238.6, "im_luma_max": 238.6, "im_saturation": { "jpg": 70.78 }, "im_saturation_mean": 70.78, "im_saturation_min": 70.78, "im_saturation_max": 70.78, "im_entropy": { "jpg": 1.68 }, "im_entropy_mean": 1.68, "im_entropy_min": 1.68, "im_entropy_max": 1.68, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 5.385733237572794e-19, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 8.018603875437713e-27, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8325603008270264, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.008752021938562393, "language_detection_annotation_nllb_2_lan": "th", "language_detection_annotation_nllb_2_score": 0.006182306446135044, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.99111407995224, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7203636169433594, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995772242546082, "text_quality_nvidia_edu_nemotron4_score": 2.1953125, "text_quality_nvidia_edu_mixtral_score": 2.095703125, "text_quality_dclmbaseline_fasttext_score": 0.9999631643295288, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0005134940147399902, "custom_fasttext_core_fasttext_score": 5.602836608886719e-06, "custom_fasttext_val_clean_fasttext_score": 0.0006936788558959961, "custom_fasttext_core_clean_fasttext_score": 1.0251998901367188e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.2578125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.265625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0078125, "within_sample_repetition_detection": 5.0 }, "15": { "detoxify": 1, "length_chars": 1363, "length_tokens": 3158, "length_tokens_text_only": 598, "length_tokens_trainable_only": 442, "length_images": 1, "iqa_live_mean": 0.4562287378792811, "iqa_live_min": 0.4562287378792811, "iqa_live_max": 0.4562287378792811, "iqa_csiq_mean": 0.566959798336029, "iqa_csiq_min": 0.566959798336029, "iqa_csiq_max": 0.566959798336029, "iqa_tid2013_mean": 0.3692862722608778, "iqa_tid2013_min": 0.3692862722608778, "iqa_tid2013_max": 0.3692862722608778, "iqa_kadid10k_mean": 0.419921875, "iqa_kadid10k_min": 0.419921875, "iqa_kadid10k_max": 0.419921875, "iqa_flive_mean": 0.6461036759193498, "iqa_flive_min": 0.6461036759193498, "iqa_flive_max": 0.6461036759193498, "iqa_spaq_mean": 0.33424731938525887, "iqa_spaq_min": 0.33424731938525887, "iqa_spaq_max": 0.33424731938525887, "iqa_clive_mean": 0.3692565686774977, "iqa_clive_min": 0.3692565686774977, "iqa_clive_max": 0.3692565686774977, "iqa_koniq10k_mean": 0.6743324356849748, "iqa_koniq10k_min": 0.6743324356849748, "iqa_koniq10k_max": 0.6743324356849748, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 2.230688978876571e-20 }, { "lang": "tl", "score": 3.212343457837595e-28 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8231780529022217 }, { "lang": "ru", "score": 0.008215485140681267 }, { "lang": "tr", "score": 0.006161473225802183 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4562287378792811, "iqa_v2_live_min": 0.4562287378792811, "iqa_v2_live_max": 0.4562287378792811, "iqa_v2_csiq_mean": 0.566959798336029, "iqa_v2_csiq_min": 0.566959798336029, "iqa_v2_csiq_max": 0.566959798336029, "iqa_v2_tid2013_mean": 0.3692862722608778, "iqa_v2_tid2013_min": 0.3692862722608778, "iqa_v2_tid2013_max": 0.3692862722608778, "iqa_v2_kadid10k_mean": 0.419921875, "iqa_v2_kadid10k_min": 0.419921875, "iqa_v2_kadid10k_max": 0.419921875, "iqa_v2_flive_mean": 0.6461036759193498, "iqa_v2_flive_min": 0.6461036759193498, "iqa_v2_flive_max": 0.6461036759193498, "iqa_v2_spaq_mean": 0.33424731938525887, "iqa_v2_spaq_min": 0.33424731938525887, "iqa_v2_spaq_max": 0.33424731938525887, "iqa_v2_clive_mean": 0.3692565686774977, "iqa_v2_clive_min": 0.3692565686774977, "iqa_v2_clive_max": 0.3692565686774977, "iqa_v2_koniq10k_mean": 0.6743324356849748, "iqa_v2_koniq10k_min": 0.6743324356849748, "iqa_v2_koniq10k_max": 0.6743324356849748, "imdecont": { "jpg": 0.42611831426620483 }, "imdecont_image_match": { "jpg": 180519 }, "imdecont_max": 0.42611831426620483, "imdecont_mean": 0.42611831426620483, "imdecont_min": 0.42611831426620483, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.640625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.640625, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.640625, "clip_score_dfn_public_prev_turn_only_min": 5.01953125, "clip_score_dfn_public_prev_turn_only_mean": 5.01953125, "clip_score_dfn_public_prev_turn_only_max": 5.01953125, "clip_score_siglip2_b16_224_prev_turn_only_min": 6.21875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 6.21875, "clip_score_siglip2_b16_224_prev_turn_only_max": 6.21875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.984375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.984375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.984375, "clip_score_clip_vitl14_224_next_turn_only_min": 26.265625, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.265625, "clip_score_clip_vitl14_224_next_turn_only_max": 26.265625, "clip_score_dfn_public_next_turn_only_min": 2.138671875, "clip_score_dfn_public_next_turn_only_mean": 2.138671875, "clip_score_dfn_public_next_turn_only_max": 2.138671875, "clip_score_siglip2_b16_224_next_turn_only_min": 2.8125, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.8125, "clip_score_siglip2_b16_224_next_turn_only_max": 2.8125, "clip_score_longclip_vitl14_224_next_turn_only_min": 27.0, "clip_score_longclip_vitl14_224_next_turn_only_mean": 27.0, "clip_score_longclip_vitl14_224_next_turn_only_max": 27.0, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.640625, "clip_score_dfn_public_prev_and_next_turn_min": 5.01953125, "clip_score_dfn_public_prev_and_next_turn_mean": 5.01953125, "clip_score_dfn_public_prev_and_next_turn_max": 5.01953125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 6.21875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 6.21875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 6.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.640625, "im_height": { "jpg": 2482 }, "im_height_mean": 2482.0, "im_height_min": 2482, "im_height_max": 2482, "im_width": { "jpg": 2620 }, "im_width_mean": 2620.0, "im_width_min": 2620, "im_width_max": 2620, "im_ar": { "jpg": 1.0556 }, "im_ar_mean": 1.0556, "im_ar_min": 1.0556, "im_ar_max": 1.0556, "im_kilobytes": { "jpg": 19051.29 }, "im_kilobytes_mean": 19051.29, "im_kilobytes_min": 19051.29, "im_kilobytes_max": 19051.29, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 107.32 }, "im_clarity_mean": 107.32, "im_clarity_min": 107.32, "im_clarity_max": 107.32, "im_luma": { "jpg": 218.17 }, "im_luma_mean": 218.17, "im_luma_min": 218.17, "im_luma_max": 218.17, "im_saturation": { "jpg": 47.4 }, "im_saturation_mean": 47.4, "im_saturation_min": 47.4, "im_saturation_max": 47.4, "im_entropy": { "jpg": 1.87 }, "im_entropy_mean": 1.87, "im_entropy_min": 1.87, "im_entropy_max": 1.87, "unifilter_score_qwen2_5_1_5b": -0.43310546875, "unifilter_score_qwen3_0_6b": 1.677734375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.230688978876571e-20, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 3.212343457837595e-28, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8231780529022217, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.008215485140681267, "language_detection_annotation_nllb_2_lan": "tr", "language_detection_annotation_nllb_2_score": 0.006161473225802183, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9902476668357849, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.38714712858200073, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999640703201294, "text_quality_nvidia_edu_nemotron4_score": 2.14453125, "text_quality_nvidia_edu_mixtral_score": 2.109375, "text_quality_dclmbaseline_fasttext_score": 0.9997254014015198, "text_quality_dolma3_fasttext_score": 0.9996531009674072, "custom_fasttext_val_fasttext_score": 0.001304328441619873, "custom_fasttext_core_fasttext_score": 4.291534423828125e-05, "custom_fasttext_val_clean_fasttext_score": 0.002358675003051758, "custom_fasttext_core_clean_fasttext_score": 0.00023931264877319336, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.9140625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.90234375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.01171875, "within_sample_repetition_detection": 7.0 }, "9": { "detoxify": 1, "length_chars": 407, "length_tokens": 2995, "length_tokens_text_only": 179, "length_tokens_trainable_only": 97, "length_images": 1, "iqa_live_mean": 0.6681526646469578, "iqa_live_min": 0.6681526646469578, "iqa_live_max": 0.6681526646469578, "iqa_csiq_mean": 0.786930501461029, "iqa_csiq_min": 0.786930501461029, "iqa_csiq_max": 0.786930501461029, "iqa_tid2013_mean": 0.4651385943094889, "iqa_tid2013_min": 0.4651385943094889, "iqa_tid2013_max": 0.4651385943094889, "iqa_kadid10k_mean": 0.5989990234375, "iqa_kadid10k_min": 0.5989990234375, "iqa_kadid10k_max": 0.5989990234375, "iqa_flive_mean": 0.6855558144925822, "iqa_flive_min": 0.6855558144925822, "iqa_flive_max": 0.6855558144925822, "iqa_spaq_mean": 0.5905604506983902, "iqa_spaq_min": 0.5905604506983902, "iqa_spaq_max": 0.5905604506983902, "iqa_clive_mean": 0.5895059373643664, "iqa_clive_min": 0.5895059373643664, "iqa_clive_max": 0.5895059373643664, "iqa_koniq10k_mean": 0.6344019186617148, "iqa_koniq10k_min": 0.6344019186617148, "iqa_koniq10k_max": 0.6344019186617148, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999996 }, { "lang": "la", "score": 3.196039855276479e-16 }, { "lang": "eo", "score": 1.837220575158614e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8786709904670715 }, { "lang": "ru", "score": 0.00433584488928318 }, { "lang": "id", "score": 0.004136820323765278 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.6681526646469578, "iqa_v2_live_min": 0.6681526646469578, "iqa_v2_live_max": 0.6681526646469578, "iqa_v2_csiq_mean": 0.786930501461029, "iqa_v2_csiq_min": 0.786930501461029, "iqa_v2_csiq_max": 0.786930501461029, "iqa_v2_tid2013_mean": 0.4651385943094889, "iqa_v2_tid2013_min": 0.4651385943094889, "iqa_v2_tid2013_max": 0.4651385943094889, "iqa_v2_kadid10k_mean": 0.599029541015625, "iqa_v2_kadid10k_min": 0.599029541015625, "iqa_v2_kadid10k_max": 0.599029541015625, "iqa_v2_flive_mean": 0.6855558144925822, "iqa_v2_flive_min": 0.6855558144925822, "iqa_v2_flive_max": 0.6855558144925822, "iqa_v2_spaq_mean": 0.5905604506983902, "iqa_v2_spaq_min": 0.5905604506983902, "iqa_v2_spaq_max": 0.5905604506983902, "iqa_v2_clive_mean": 0.5895059373643664, "iqa_v2_clive_min": 0.5895059373643664, "iqa_v2_clive_max": 0.5895059373643664, "iqa_v2_koniq10k_mean": 0.6344019186617148, "iqa_v2_koniq10k_min": 0.6344019186617148, "iqa_v2_koniq10k_max": 0.6344019186617148, "imdecont": { "jpg": 0.5529568195343018 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5529568195343018, "imdecont_mean": 0.5529568195343018, "imdecont_min": 0.5529568195343018, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.171875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.171875, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.171875, "clip_score_dfn_public_prev_turn_only_min": 3.09375, "clip_score_dfn_public_prev_turn_only_mean": 3.09375, "clip_score_dfn_public_prev_turn_only_max": 3.09375, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.96875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.96875, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.96875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.765625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.765625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.765625, "clip_score_clip_vitl14_224_next_turn_only_min": 27.46875, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.46875, "clip_score_clip_vitl14_224_next_turn_only_max": 27.46875, "clip_score_dfn_public_next_turn_only_min": 3.03125, "clip_score_dfn_public_next_turn_only_mean": 3.03125, "clip_score_dfn_public_next_turn_only_max": 3.03125, "clip_score_siglip2_b16_224_next_turn_only_min": 4.703125, "clip_score_siglip2_b16_224_next_turn_only_mean": 4.703125, "clip_score_siglip2_b16_224_next_turn_only_max": 4.703125, "clip_score_longclip_vitl14_224_next_turn_only_min": 27.734375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 27.734375, "clip_score_longclip_vitl14_224_next_turn_only_max": 27.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.65625, "clip_score_dfn_public_prev_and_next_turn_min": 3.318359375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.318359375, "clip_score_dfn_public_prev_and_next_turn_max": 3.318359375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.359375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.359375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.359375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.921875, "im_height": { "jpg": 1655 }, "im_height_mean": 1655.0, "im_height_min": 1655, "im_height_max": 1655, "im_width": { "jpg": 708 }, "im_width_mean": 708.0, "im_width_min": 708, "im_width_max": 708, "im_ar": { "jpg": 0.4278 }, "im_ar_mean": 0.4278, "im_ar_min": 0.4278, "im_ar_max": 0.4278, "im_kilobytes": { "jpg": 3432.83 }, "im_kilobytes_mean": 3432.83, "im_kilobytes_min": 3432.83, "im_kilobytes_max": 3432.83, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 307.77 }, "im_clarity_mean": 307.77, "im_clarity_min": 307.77, "im_clarity_max": 307.77, "im_luma": { "jpg": 216.21 }, "im_luma_mean": 216.21, "im_luma_min": 216.21, "im_luma_max": 216.21, "im_saturation": { "jpg": 49.34 }, "im_saturation_mean": 49.34, "im_saturation_min": 49.34, "im_saturation_max": 49.34, "im_entropy": { "jpg": 1.52 }, "im_entropy_mean": 1.52, "im_entropy_min": 1.52, "im_entropy_max": 1.52, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999996, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.196039855276479e-16, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.837220575158614e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8786709904670715, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.00433584488928318, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.004136820323765278, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9894834160804749, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8065939545631409, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9994268417358398, "text_quality_nvidia_edu_nemotron4_score": 2.203125, "text_quality_nvidia_edu_mixtral_score": 1.9462890625, "text_quality_dclmbaseline_fasttext_score": 0.9927656054496765, "text_quality_dolma3_fasttext_score": 0.7379419803619385, "custom_fasttext_val_fasttext_score": 0.0014376044273376465, "custom_fasttext_core_fasttext_score": 0.00023633241653442383, "custom_fasttext_val_clean_fasttext_score": 0.004143416881561279, "custom_fasttext_core_clean_fasttext_score": 0.0017824172973632812, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.859375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.8359375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0234375, "within_sample_repetition_detection": 7.0 }, "2": { "detoxify": 1, "length_chars": 1166, "length_tokens": 3711, "length_tokens_text_only": 383, "length_tokens_trainable_only": 258, "length_images": 1, "iqa_live_mean": 0.24896070692274297, "iqa_live_min": 0.24896070692274297, "iqa_live_max": 0.24896070692274297, "iqa_csiq_mean": 0.31110042333602905, "iqa_csiq_min": 0.31110042333602905, "iqa_csiq_max": 0.31110042333602905, "iqa_tid2013_mean": 0.20858748753865558, "iqa_tid2013_min": 0.20858748753865558, "iqa_tid2013_max": 0.20858748753865558, "iqa_kadid10k_mean": 0.1588134765625, "iqa_kadid10k_min": 0.1588134765625, "iqa_kadid10k_max": 0.1588134765625, "iqa_flive_mean": 0.5254390215632891, "iqa_flive_min": 0.5254390215632891, "iqa_flive_max": 0.5254390215632891, "iqa_spaq_mean": 0.26125173857717804, "iqa_spaq_min": 0.26125173857717804, "iqa_spaq_max": 0.26125173857717804, "iqa_clive_mean": 0.5157606722128512, "iqa_clive_min": 0.5157606722128512, "iqa_clive_max": 0.5157606722128512, "iqa_koniq10k_mean": 0.6533412740688131, "iqa_koniq10k_min": 0.6533412740688131, "iqa_koniq10k_max": 0.6533412740688131, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 6.975494030985431e-30 }, { "lang": "tl", "score": 2.5637054506682823e-30 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9090760350227356 }, { "lang": "ru", "score": 0.00397123210132122 }, { "lang": "nl", "score": 0.0037492739502340555 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.24896070692274297, "iqa_v2_live_min": 0.24896070692274297, "iqa_v2_live_max": 0.24896070692274297, "iqa_v2_csiq_mean": 0.31110042333602905, "iqa_v2_csiq_min": 0.31110042333602905, "iqa_v2_csiq_max": 0.31110042333602905, "iqa_v2_tid2013_mean": 0.20858748753865558, "iqa_v2_tid2013_min": 0.20858748753865558, "iqa_v2_tid2013_max": 0.20858748753865558, "iqa_v2_kadid10k_mean": 0.1588134765625, "iqa_v2_kadid10k_min": 0.1588134765625, "iqa_v2_kadid10k_max": 0.1588134765625, "iqa_v2_flive_mean": 0.5254390215632891, "iqa_v2_flive_min": 0.5254390215632891, "iqa_v2_flive_max": 0.5254390215632891, "iqa_v2_spaq_mean": 0.26125173857717804, "iqa_v2_spaq_min": 0.26125173857717804, "iqa_v2_spaq_max": 0.26125173857717804, "iqa_v2_clive_mean": 0.5157804007482047, "iqa_v2_clive_min": 0.5157804007482047, "iqa_v2_clive_max": 0.5157804007482047, "iqa_v2_koniq10k_mean": 0.6533412740688131, "iqa_v2_koniq10k_min": 0.6533412740688131, "iqa_v2_koniq10k_max": 0.6533412740688131, "imdecont": { "jpg": 0.5023863315582275 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5023863315582275, "imdecont_mean": 0.5023863315582275, "imdecont_min": 0.5023863315582275, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.953125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.953125, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.953125, "clip_score_dfn_public_prev_turn_only_min": 4.1640625, "clip_score_dfn_public_prev_turn_only_mean": 4.1640625, "clip_score_dfn_public_prev_turn_only_max": 4.1640625, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.609375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.609375, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.609375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.75, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.75, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.75, "clip_score_clip_vitl14_224_next_turn_only_min": 24.03125, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.03125, "clip_score_clip_vitl14_224_next_turn_only_max": 24.03125, "clip_score_dfn_public_next_turn_only_min": 4.80078125, "clip_score_dfn_public_next_turn_only_mean": 4.80078125, "clip_score_dfn_public_next_turn_only_max": 4.80078125, "clip_score_siglip2_b16_224_next_turn_only_min": 0.890625, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.890625, "clip_score_siglip2_b16_224_next_turn_only_max": 0.890625, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.515625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.515625, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.953125, "clip_score_dfn_public_prev_and_next_turn_min": 4.1640625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.1640625, "clip_score_dfn_public_prev_and_next_turn_max": 4.1640625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.40625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.40625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.40625, "im_height": { "jpg": 2793 }, "im_height_mean": 2793.0, "im_height_min": 2793, "im_height_max": 2793, "im_width": { "jpg": 1982 }, "im_width_mean": 1982.0, "im_width_min": 1982, "im_width_max": 1982, "im_ar": { "jpg": 0.7096 }, "im_ar_mean": 0.7096, "im_ar_min": 0.7096, "im_ar_max": 0.7096, "im_kilobytes": { "jpg": 16217.95 }, "im_kilobytes_mean": 16217.95, "im_kilobytes_min": 16217.95, "im_kilobytes_max": 16217.95, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 183.88 }, "im_clarity_mean": 183.88, "im_clarity_min": 183.88, "im_clarity_max": 183.88, "im_luma": { "jpg": 195.15 }, "im_luma_mean": 195.15, "im_luma_min": 195.15, "im_luma_max": 195.15, "im_saturation": { "jpg": 47.78 }, "im_saturation_mean": 47.78, "im_saturation_min": 47.78, "im_saturation_max": 47.78, "im_entropy": { "jpg": 1.31 }, "im_entropy_mean": 1.31, "im_entropy_min": 1.31, "im_entropy_max": 1.31, "unifilter_score_qwen2_5_1_5b": -2.796875, "unifilter_score_qwen3_0_6b": -2.26171875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 6.975494030985431e-30, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 2.5637054506682823e-30, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9090760350227356, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.00397123210132122, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.0037492739502340555, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9698674082756042, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.9021632671356201, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9989950060844421, "text_quality_nvidia_edu_nemotron4_score": 2.537109375, "text_quality_nvidia_edu_mixtral_score": 2.271484375, "text_quality_dclmbaseline_fasttext_score": 0.9902504682540894, "text_quality_dolma3_fasttext_score": 0.9994490742683411, "custom_fasttext_val_fasttext_score": 0.0006557106971740723, "custom_fasttext_core_fasttext_score": 1.4424324035644531e-05, "custom_fasttext_val_clean_fasttext_score": 0.0012443065643310547, "custom_fasttext_core_clean_fasttext_score": 9.393692016601562e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.1015625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.078125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0234375, "within_sample_repetition_detection": 5.0 }, "1": { "detoxify": 1, "length_chars": 620, "length_tokens": 1499, "length_tokens_text_only": 219, "length_tokens_trainable_only": 130, "length_images": 1, "iqa_live_mean": 0.5625655434348367, "iqa_live_min": 0.5625655434348367, "iqa_live_max": 0.5625655434348367, "iqa_csiq_mean": 0.668522298336029, "iqa_csiq_min": 0.668522298336029, "iqa_csiq_max": 0.668522298336029, "iqa_tid2013_mean": 0.4875317149692111, "iqa_tid2013_min": 0.4875317149692111, "iqa_tid2013_max": 0.4875317149692111, "iqa_kadid10k_mean": 0.4888916015625, "iqa_kadid10k_min": 0.4888916015625, "iqa_kadid10k_max": 0.4888916015625, "iqa_flive_mean": 0.7138465341895518, "iqa_flive_min": 0.7138465341895518, "iqa_flive_max": 0.7138465341895518, "iqa_spaq_mean": 0.5087166217842488, "iqa_spaq_min": 0.5087166217842488, "iqa_spaq_max": 0.5087166217842488, "iqa_clive_mean": 0.4572852934249724, "iqa_clive_min": 0.4572852934249724, "iqa_clive_max": 0.4572852934249724, "iqa_koniq10k_mean": 0.6803299104324495, "iqa_koniq10k_min": 0.6803299104324495, "iqa_koniq10k_max": 0.6803299104324495, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 1.358742553649032e-21 }, { "lang": "fr", "score": 2.3141296304562158e-24 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9068243503570557 }, { "lang": "ru", "score": 0.004368911497294903 }, { "lang": "vi", "score": 0.00420923950150609 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5626050005055436, "iqa_v2_live_min": 0.5626050005055436, "iqa_v2_live_max": 0.5626050005055436, "iqa_v2_csiq_mean": 0.668522298336029, "iqa_v2_csiq_min": 0.668522298336029, "iqa_v2_csiq_max": 0.668522298336029, "iqa_v2_tid2013_mean": 0.4875605371263292, "iqa_v2_tid2013_min": 0.4875605371263292, "iqa_v2_tid2013_max": 0.4875605371263292, "iqa_v2_kadid10k_mean": 0.4888916015625, "iqa_v2_kadid10k_min": 0.4888916015625, "iqa_v2_kadid10k_max": 0.4888916015625, "iqa_v2_flive_mean": 0.7138465341895518, "iqa_v2_flive_min": 0.7138465341895518, "iqa_v2_flive_max": 0.7138465341895518, "iqa_v2_spaq_mean": 0.5086771647135417, "iqa_v2_spaq_min": 0.5086771647135417, "iqa_v2_spaq_max": 0.5086771647135417, "iqa_v2_clive_mean": 0.4571471936774977, "iqa_v2_clive_min": 0.4571471936774977, "iqa_v2_clive_max": 0.4571471936774977, "iqa_v2_koniq10k_mean": 0.680014253866793, "iqa_v2_koniq10k_min": 0.680014253866793, "iqa_v2_koniq10k_max": 0.680014253866793, "imdecont": { "jpg": 0.5965918898582458 }, "imdecont_image_match": { "jpg": 256980 }, "imdecont_max": 0.5965918898582458, "imdecont_mean": 0.5965918898582458, "imdecont_min": 0.5965918898582458, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.859375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.859375, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.859375, "clip_score_dfn_public_prev_turn_only_min": 4.15234375, "clip_score_dfn_public_prev_turn_only_mean": 4.15234375, "clip_score_dfn_public_prev_turn_only_max": 4.15234375, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.046875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.046875, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.046875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 30.546875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 30.546875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 30.546875, "clip_score_clip_vitl14_224_next_turn_only_min": 28.265625, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.265625, "clip_score_clip_vitl14_224_next_turn_only_max": 28.265625, "clip_score_dfn_public_next_turn_only_min": 4.921875, "clip_score_dfn_public_next_turn_only_mean": 4.921875, "clip_score_dfn_public_next_turn_only_max": 4.921875, "clip_score_siglip2_b16_224_next_turn_only_min": 2.9375, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.9375, "clip_score_siglip2_b16_224_next_turn_only_max": 2.9375, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.734375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.734375, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.265625, "clip_score_dfn_public_prev_and_next_turn_min": 4.875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.875, "clip_score_dfn_public_prev_and_next_turn_max": 4.875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.03125, "im_height": { "jpg": 679 }, "im_height_mean": 679.0, "im_height_min": 679, "im_height_max": 679, "im_width": { "jpg": 788 }, "im_width_mean": 788.0, "im_width_min": 788, "im_width_max": 788, "im_ar": { "jpg": 1.1605 }, "im_ar_mean": 1.1605, "im_ar_min": 1.1605, "im_ar_max": 1.1605, "im_kilobytes": { "jpg": 1567.54 }, "im_kilobytes_mean": 1567.54, "im_kilobytes_min": 1567.54, "im_kilobytes_max": 1567.54, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 642.48 }, "im_clarity_mean": 642.48, "im_clarity_min": 642.48, "im_clarity_max": 642.48, "im_luma": { "jpg": 244.89 }, "im_luma_mean": 244.89, "im_luma_min": 244.89, "im_luma_max": 244.89, "im_saturation": { "jpg": 38.02 }, "im_saturation_mean": 38.02, "im_saturation_min": 38.02, "im_saturation_max": 38.02, "im_entropy": { "jpg": 1.49 }, "im_entropy_mean": 1.49, "im_entropy_min": 1.49, "im_entropy_max": 1.49, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.358742553649032e-21, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 2.3141296304562158e-24, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9068243503570557, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.004368911497294903, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.00420923950150609, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9923906922340393, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.47588619589805603, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996566772460938, "text_quality_nvidia_edu_nemotron4_score": 2.173828125, "text_quality_nvidia_edu_mixtral_score": 1.841796875, "text_quality_dclmbaseline_fasttext_score": 0.9939683675765991, "text_quality_dolma3_fasttext_score": 0.996112585067749, "custom_fasttext_val_fasttext_score": 0.0007587671279907227, "custom_fasttext_core_fasttext_score": 2.276897430419922e-05, "custom_fasttext_val_clean_fasttext_score": 0.0021559596061706543, "custom_fasttext_core_clean_fasttext_score": 0.0001856684684753418, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.828125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.9453125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1171875, "within_sample_repetition_detection": 5.0 }, "4": { "detoxify": 1, "length_chars": 573, "length_tokens": 2069, "length_tokens_text_only": 277, "length_tokens_trainable_only": 147, "length_images": 1, "iqa_live_mean": 0.6383231191924124, "iqa_live_min": 0.6383231191924124, "iqa_live_max": 0.6383231191924124, "iqa_csiq_mean": 0.783024251461029, "iqa_csiq_min": 0.783024251461029, "iqa_csiq_max": 0.783024251461029, "iqa_tid2013_mean": 0.5038687917921278, "iqa_tid2013_min": 0.5038687917921278, "iqa_tid2013_max": 0.5038687917921278, "iqa_kadid10k_mean": 0.6304168701171875, "iqa_kadid10k_min": 0.6304168701171875, "iqa_kadid10k_max": 0.6304168701171875, "iqa_flive_mean": 0.7058762059067235, "iqa_flive_min": 0.7058762059067235, "iqa_flive_max": 0.7058762059067235, "iqa_spaq_mean": 0.5468420163549559, "iqa_spaq_min": 0.5468420163549559, "iqa_spaq_max": 0.5468420163549559, "iqa_clive_mean": 0.45995850996537646, "iqa_clive_min": 0.45995850996537646, "iqa_clive_max": 0.45995850996537646, "iqa_koniq10k_mean": 0.6432402639678031, "iqa_koniq10k_min": 0.6432402639678031, "iqa_koniq10k_max": 0.6432402639678031, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999998619 }, { "lang": "la", "score": 1.3809269716490806e-13 }, { "lang": "tl", "score": 1.8558186019692043e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8213123083114624 }, { "lang": "es", "score": 0.010356678627431393 }, { "lang": "fa", "score": 0.006745514459908009 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.6383231191924124, "iqa_v2_live_min": 0.6383231191924124, "iqa_v2_live_max": 0.6383231191924124, "iqa_v2_csiq_mean": 0.783024251461029, "iqa_v2_csiq_min": 0.783024251461029, "iqa_v2_csiq_max": 0.783024251461029, "iqa_v2_tid2013_mean": 0.5038755734761555, "iqa_v2_tid2013_min": 0.5038755734761555, "iqa_v2_tid2013_max": 0.5038755734761555, "iqa_v2_kadid10k_mean": 0.6304931640625, "iqa_v2_kadid10k_min": 0.6304931640625, "iqa_v2_kadid10k_max": 0.6304931640625, "iqa_v2_flive_mean": 0.7059551200481377, "iqa_v2_flive_min": 0.7059551200481377, "iqa_v2_flive_max": 0.7059551200481377, "iqa_v2_spaq_mean": 0.5468420163549559, "iqa_v2_spaq_min": 0.5468420163549559, "iqa_v2_spaq_max": 0.5468420163549559, "iqa_v2_clive_mean": 0.4598795958239623, "iqa_v2_clive_min": 0.4598795958239623, "iqa_v2_clive_max": 0.4598795958239623, "iqa_v2_koniq10k_mean": 0.6432402639678031, "iqa_v2_koniq10k_min": 0.6432402639678031, "iqa_v2_koniq10k_max": 0.6432402639678031, "imdecont": { "jpg": 0.48633646965026855 }, "imdecont_image_match": { "jpg": 202880 }, "imdecont_max": 0.48633646965026855, "imdecont_mean": 0.48633646965026855, "imdecont_min": 0.48633646965026855, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.921875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.921875, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.921875, "clip_score_dfn_public_prev_turn_only_min": 2.4140625, "clip_score_dfn_public_prev_turn_only_mean": 2.4140625, "clip_score_dfn_public_prev_turn_only_max": 2.4140625, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.84375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.84375, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.84375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.234375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.234375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.234375, "clip_score_clip_vitl14_224_next_turn_only_min": 25.65625, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.65625, "clip_score_clip_vitl14_224_next_turn_only_max": 25.65625, "clip_score_dfn_public_next_turn_only_min": 2.56640625, "clip_score_dfn_public_next_turn_only_mean": 2.56640625, "clip_score_dfn_public_next_turn_only_max": 2.56640625, "clip_score_siglip2_b16_224_next_turn_only_min": -2.90625, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.90625, "clip_score_siglip2_b16_224_next_turn_only_max": -2.90625, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.25, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.25, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.25, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.921875, "clip_score_dfn_public_prev_and_next_turn_min": 2.4140625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.4140625, "clip_score_dfn_public_prev_and_next_turn_max": 2.4140625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.03125, "im_height": { "jpg": 952 }, "im_height_mean": 952.0, "im_height_min": 952, "im_height_max": 952, "im_width": { "jpg": 556 }, "im_width_mean": 556.0, "im_width_min": 556, "im_width_max": 556, "im_ar": { "jpg": 0.584 }, "im_ar_mean": 0.584, "im_ar_min": 0.584, "im_ar_max": 0.584, "im_kilobytes": { "jpg": 1550.72 }, "im_kilobytes_mean": 1550.72, "im_kilobytes_min": 1550.72, "im_kilobytes_max": 1550.72, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 381.68 }, "im_clarity_mean": 381.68, "im_clarity_min": 381.68, "im_clarity_max": 381.68, "im_luma": { "jpg": 233.84 }, "im_luma_mean": 233.84, "im_luma_min": 233.84, "im_luma_max": 233.84, "im_saturation": { "jpg": 25.65 }, "im_saturation_mean": 25.65, "im_saturation_min": 25.65, "im_saturation_max": 25.65, "im_entropy": { "jpg": 1.38 }, "im_entropy_mean": 1.38, "im_entropy_min": 1.38, "im_entropy_max": 1.38, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999998619, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.3809269716490806e-13, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.8558186019692043e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8213123083114624, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.010356678627431393, "language_detection_annotation_nllb_2_lan": "fa", "language_detection_annotation_nllb_2_score": 0.006745514459908009, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9820741415023804, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8247997760772705, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997698664665222, "text_quality_nvidia_edu_nemotron4_score": 2.50390625, "text_quality_nvidia_edu_mixtral_score": 2.337890625, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 0.9999802112579346, "custom_fasttext_val_fasttext_score": 0.008959531784057617, "custom_fasttext_core_fasttext_score": 0.0004475116729736328, "custom_fasttext_val_clean_fasttext_score": 0.028104722499847412, "custom_fasttext_core_clean_fasttext_score": 0.0104750394821167, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.640625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.8359375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1953125, "within_sample_repetition_detection": 4.0 }, "12": { "detoxify": 1, "length_chars": 406, "length_tokens": 1712, "length_tokens_text_only": 176, "length_tokens_trainable_only": 95, "length_images": 1, "iqa_live_mean": 0.5809130813136245, "iqa_live_min": 0.5809130813136245, "iqa_live_max": 0.5809130813136245, "iqa_csiq_mean": 0.714176595211029, "iqa_csiq_min": 0.714176595211029, "iqa_csiq_max": 0.714176595211029, "iqa_tid2013_mean": 0.4566343625386556, "iqa_tid2013_min": 0.4566343625386556, "iqa_tid2013_max": 0.4566343625386556, "iqa_kadid10k_mean": 0.5562744140625, "iqa_kadid10k_min": 0.5562744140625, "iqa_kadid10k_max": 0.5562744140625, "iqa_flive_mean": 0.6788283839370266, "iqa_flive_min": 0.6788283839370266, "iqa_flive_max": 0.6788283839370266, "iqa_spaq_mean": 0.4881101666074811, "iqa_spaq_min": 0.4881101666074811, "iqa_spaq_max": 0.4881101666074811, "iqa_clive_mean": 0.47964727998983986, "iqa_clive_min": 0.47964727998983986, "iqa_clive_max": 0.47964727998983986, "iqa_koniq10k_mean": 0.7122112235637627, "iqa_koniq10k_min": 0.7122112235637627, "iqa_koniq10k_max": 0.7122112235637627, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "eo", "score": 9.730504311696616e-17 }, { "lang": "la", "score": 4.7767182440423665e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8725824356079102 }, { "lang": "de", "score": 0.00535191223025322 }, { "lang": "ru", "score": 0.004854054655879736 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5809130813136245, "iqa_v2_live_min": 0.5809130813136245, "iqa_v2_live_max": 0.5809130813136245, "iqa_v2_csiq_mean": 0.714176595211029, "iqa_v2_csiq_min": 0.714176595211029, "iqa_v2_csiq_max": 0.714176595211029, "iqa_v2_tid2013_mean": 0.4566343625386556, "iqa_v2_tid2013_min": 0.4566343625386556, "iqa_v2_tid2013_max": 0.4566343625386556, "iqa_v2_kadid10k_mean": 0.55633544921875, "iqa_v2_kadid10k_min": 0.55633544921875, "iqa_v2_kadid10k_max": 0.55633544921875, "iqa_v2_flive_mean": 0.6789072980784407, "iqa_v2_flive_min": 0.6789072980784407, "iqa_v2_flive_max": 0.6789072980784407, "iqa_v2_spaq_mean": 0.4880756416706124, "iqa_v2_spaq_min": 0.4880756416706124, "iqa_v2_spaq_max": 0.4880756416706124, "iqa_v2_clive_mean": 0.47967163240066685, "iqa_v2_clive_min": 0.47967163240066685, "iqa_v2_clive_max": 0.47967163240066685, "iqa_v2_koniq10k_mean": 0.7122112235637627, "iqa_v2_koniq10k_min": 0.7122112235637627, "iqa_v2_koniq10k_max": 0.7122112235637627, "imdecont": { "jpg": 0.4606626033782959 }, "imdecont_image_match": { "jpg": 89846 }, "imdecont_max": 0.4606626033782959, "imdecont_mean": 0.4606626033782959, "imdecont_min": 0.4606626033782959, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.6875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.6875, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.6875, "clip_score_dfn_public_prev_turn_only_min": 2.4453125, "clip_score_dfn_public_prev_turn_only_mean": 2.4453125, "clip_score_dfn_public_prev_turn_only_max": 2.4453125, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.078125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.078125, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.078125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.703125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.703125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.703125, "clip_score_clip_vitl14_224_next_turn_only_min": 20.859375, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.859375, "clip_score_clip_vitl14_224_next_turn_only_max": 20.859375, "clip_score_dfn_public_next_turn_only_min": 2.54296875, "clip_score_dfn_public_next_turn_only_mean": 2.54296875, "clip_score_dfn_public_next_turn_only_max": 2.54296875, "clip_score_siglip2_b16_224_next_turn_only_min": 5.0, "clip_score_siglip2_b16_224_next_turn_only_mean": 5.0, "clip_score_siglip2_b16_224_next_turn_only_max": 5.0, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.984375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.984375, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.96875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.96875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.96875, "clip_score_dfn_public_prev_and_next_turn_min": 3.279296875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.279296875, "clip_score_dfn_public_prev_and_next_turn_max": 3.279296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 18.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 18.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 18.828125, "im_height": { "jpg": 2611 }, "im_height_mean": 2611.0, "im_height_min": 2611, "im_height_max": 2611, "im_width": { "jpg": 571 }, "im_width_mean": 571.0, "im_width_min": 571, "im_width_max": 571, "im_ar": { "jpg": 0.2187 }, "im_ar_mean": 0.2187, "im_ar_min": 0.2187, "im_ar_max": 0.2187, "im_kilobytes": { "jpg": 4367.82 }, "im_kilobytes_mean": 4367.82, "im_kilobytes_min": 4367.82, "im_kilobytes_max": 4367.82, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 227.01 }, "im_clarity_mean": 227.01, "im_clarity_min": 227.01, "im_clarity_max": 227.01, "im_luma": { "jpg": 213.77 }, "im_luma_mean": 213.77, "im_luma_min": 213.77, "im_luma_max": 213.77, "im_saturation": { "jpg": 47.47 }, "im_saturation_mean": 47.47, "im_saturation_min": 47.47, "im_saturation_max": 47.47, "im_entropy": { "jpg": 1.51 }, "im_entropy_mean": 1.51, "im_entropy_min": 1.51, "im_entropy_max": 1.51, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "eo", "language_detection_annotation_lingua_1_score": 9.730504311696616e-17, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 4.7767182440423665e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8725824356079102, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.00535191223025322, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.004854054655879736, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9851507544517517, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8601233959197998, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999148964881897, "text_quality_nvidia_edu_nemotron4_score": 2.1796875, "text_quality_nvidia_edu_mixtral_score": 1.837890625, "text_quality_dclmbaseline_fasttext_score": 0.9934501051902771, "text_quality_dolma3_fasttext_score": 0.8504034876823425, "custom_fasttext_val_fasttext_score": 0.0015590786933898926, "custom_fasttext_core_fasttext_score": 0.00024813413619995117, "custom_fasttext_val_clean_fasttext_score": 0.004398941993713379, "custom_fasttext_core_clean_fasttext_score": 0.001442253589630127, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.9140625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0234375, "within_sample_repetition_detection": 8.0 }, "23": { "detoxify": 1, "length_chars": 742, "length_tokens": 2914, "length_tokens_text_only": 354, "length_tokens_trainable_only": 251, "length_images": 1, "iqa_live_mean": 0.5984714777782709, "iqa_live_min": 0.5984714777782709, "iqa_live_max": 0.5984714777782709, "iqa_csiq_mean": 0.713444173336029, "iqa_csiq_min": 0.713444173336029, "iqa_csiq_max": 0.713444173336029, "iqa_tid2013_mean": 0.47303247451782227, "iqa_tid2013_min": 0.47303247451782227, "iqa_tid2013_max": 0.47303247451782227, "iqa_kadid10k_mean": 0.5362548828125, "iqa_kadid10k_min": 0.5362548828125, "iqa_kadid10k_max": 0.5362548828125, "iqa_flive_mean": 0.6874102968158144, "iqa_flive_min": 0.6874102968158144, "iqa_flive_max": 0.6874102968158144, "iqa_spaq_mean": 0.522891574435764, "iqa_spaq_min": 0.522891574435764, "iqa_spaq_max": 0.522891574435764, "iqa_clive_mean": 0.45022247776840674, "iqa_clive_min": 0.45022247776840674, "iqa_clive_max": 0.45022247776840674, "iqa_koniq10k_mean": 0.6755950619476011, "iqa_koniq10k_min": 0.6755950619476011, "iqa_koniq10k_max": 0.6755950619476011, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999980014738 }, { "lang": "la", "score": 1.998523362960218e-09 }, { "lang": "fr", "score": 2.866660133087641e-15 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7732309699058533 }, { "lang": "ru", "score": 0.01055479422211647 }, { "lang": "fr", "score": 0.009896563366055489 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5985109348489781, "iqa_v2_live_min": 0.5985109348489781, "iqa_v2_live_max": 0.5985109348489781, "iqa_v2_csiq_mean": 0.713444173336029, "iqa_v2_csiq_min": 0.713444173336029, "iqa_v2_csiq_max": 0.713444173336029, "iqa_v2_tid2013_mean": 0.4730053477817111, "iqa_v2_tid2013_min": 0.4730053477817111, "iqa_v2_tid2013_max": 0.4730053477817111, "iqa_v2_kadid10k_mean": 0.5362548828125, "iqa_v2_kadid10k_min": 0.5362548828125, "iqa_v2_kadid10k_max": 0.5362548828125, "iqa_v2_flive_mean": 0.6873708397451074, "iqa_v2_flive_min": 0.6873708397451074, "iqa_v2_flive_max": 0.6873708397451074, "iqa_v2_spaq_mean": 0.522931031506471, "iqa_v2_spaq_min": 0.522931031506471, "iqa_v2_spaq_max": 0.522931031506471, "iqa_v2_clive_mean": 0.4502422063037603, "iqa_v2_clive_min": 0.4502422063037603, "iqa_v2_clive_max": 0.4502422063037603, "iqa_v2_koniq10k_mean": 0.6755950619476011, "iqa_v2_koniq10k_min": 0.6755950619476011, "iqa_v2_koniq10k_max": 0.6755950619476011, "imdecont": { "jpg": 0.6368398666381836 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.6368398666381836, "imdecont_mean": 0.6368398666381836, "imdecont_min": 0.6368398666381836, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.046875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.046875, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.046875, "clip_score_dfn_public_prev_turn_only_min": 3.052734375, "clip_score_dfn_public_prev_turn_only_mean": 3.052734375, "clip_score_dfn_public_prev_turn_only_max": 3.052734375, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.3125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.3125, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.3125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.109375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.109375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.109375, "clip_score_clip_vitl14_224_next_turn_only_min": 22.296875, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.296875, "clip_score_clip_vitl14_224_next_turn_only_max": 22.296875, "clip_score_dfn_public_next_turn_only_min": 3.2421875, "clip_score_dfn_public_next_turn_only_mean": 3.2421875, "clip_score_dfn_public_next_turn_only_max": 3.2421875, "clip_score_siglip2_b16_224_next_turn_only_min": 2.65625, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.65625, "clip_score_siglip2_b16_224_next_turn_only_max": 2.65625, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.390625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.390625, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.734375, "clip_score_dfn_public_prev_and_next_turn_min": 3.4140625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.4140625, "clip_score_dfn_public_prev_and_next_turn_max": 3.4140625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.3125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.3125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.890625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.890625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.890625, "im_height": { "jpg": 1208 }, "im_height_mean": 1208.0, "im_height_min": 1208, "im_height_max": 1208, "im_width": { "jpg": 1379 }, "im_width_mean": 1379.0, "im_width_min": 1379, "im_width_max": 1379, "im_ar": { "jpg": 1.1416 }, "im_ar_mean": 1.1416, "im_ar_min": 1.1416, "im_ar_max": 1.1416, "im_kilobytes": { "jpg": 4880.37 }, "im_kilobytes_mean": 4880.37, "im_kilobytes_min": 4880.37, "im_kilobytes_max": 4880.37, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 337.0 }, "im_clarity_mean": 337.0, "im_clarity_min": 337.0, "im_clarity_max": 337.0, "im_luma": { "jpg": 225.77 }, "im_luma_mean": 225.77, "im_luma_min": 225.77, "im_luma_max": 225.77, "im_saturation": { "jpg": 35.44 }, "im_saturation_mean": 35.44, "im_saturation_min": 35.44, "im_saturation_max": 35.44, "im_entropy": { "jpg": 2.0 }, "im_entropy_mean": 2.0, "im_entropy_min": 2.0, "im_entropy_max": 2.0, "unifilter_score_qwen2_5_1_5b": -0.58837890625, "unifilter_score_qwen3_0_6b": 1.2939453125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999980014738, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.998523362960218e-09, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 2.866660133087641e-15, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7732309699058533, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.01055479422211647, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.009896563366055489, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9938867688179016, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.40042832493782043, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999810516834259, "text_quality_nvidia_edu_nemotron4_score": 2.30859375, "text_quality_nvidia_edu_mixtral_score": 2.166015625, "text_quality_dclmbaseline_fasttext_score": 0.9999951124191284, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.000721275806427002, "custom_fasttext_core_fasttext_score": 4.982948303222656e-05, "custom_fasttext_val_clean_fasttext_score": 0.004403114318847656, "custom_fasttext_core_clean_fasttext_score": 0.003243088722229004, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.1328125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.2109375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.078125, "within_sample_repetition_detection": 6.0 }, "11": { "detoxify": 1, "length_chars": 1035, "length_tokens": 1662, "length_tokens_text_only": 382, "length_tokens_trainable_only": 284, "length_images": 1, "iqa_live_mean": 0.39361036666715987, "iqa_live_min": 0.39361036666715987, "iqa_live_max": 0.39361036666715987, "iqa_csiq_mean": 0.542240560054779, "iqa_csiq_min": 0.542240560054779, "iqa_csiq_max": 0.542240560054779, "iqa_tid2013_mean": 0.32859616809421116, "iqa_tid2013_min": 0.32859616809421116, "iqa_tid2013_max": 0.32859616809421116, "iqa_kadid10k_mean": 0.2518310546875, "iqa_kadid10k_min": 0.2518310546875, "iqa_kadid10k_max": 0.2518310546875, "iqa_flive_mean": 0.6114159786339962, "iqa_flive_min": 0.6114159786339962, "iqa_flive_max": 0.6114159786339962, "iqa_spaq_mean": 0.37504593049637, "iqa_spaq_min": 0.37504593049637, "iqa_spaq_max": 0.37504593049637, "iqa_clive_mean": 0.3616808111017401, "iqa_clive_min": 0.3616808111017401, "iqa_clive_max": 0.3616808111017401, "iqa_koniq10k_mean": 0.5782150499748462, "iqa_koniq10k_min": 0.5782150499748462, "iqa_koniq10k_max": 0.5782150499748462, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 2.148693592021679e-22 }, { "lang": "tl", "score": 1.1170989293966014e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8886148929595947 }, { "lang": "ru", "score": 0.005196696147322655 }, { "lang": "es", "score": 0.00432900246232748 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.39361036666715987, "iqa_v2_live_min": 0.39361036666715987, "iqa_v2_live_max": 0.39361036666715987, "iqa_v2_csiq_mean": 0.542240560054779, "iqa_v2_csiq_min": 0.542240560054779, "iqa_v2_csiq_max": 0.542240560054779, "iqa_v2_tid2013_mean": 0.3287046750386556, "iqa_v2_tid2013_min": 0.3287046750386556, "iqa_v2_tid2013_max": 0.3287046750386556, "iqa_v2_kadid10k_mean": 0.2515869140625, "iqa_v2_kadid10k_min": 0.2515869140625, "iqa_v2_kadid10k_max": 0.2515869140625, "iqa_v2_flive_mean": 0.6113962500986427, "iqa_v2_flive_min": 0.6113962500986427, "iqa_v2_flive_max": 0.6113962500986427, "iqa_v2_spaq_mean": 0.3748881022135417, "iqa_v2_spaq_min": 0.3748881022135417, "iqa_v2_spaq_max": 0.3748881022135417, "iqa_v2_clive_mean": 0.3616808111017401, "iqa_v2_clive_min": 0.3616808111017401, "iqa_v2_clive_max": 0.3616808111017401, "iqa_v2_koniq10k_mean": 0.5780572216920179, "iqa_v2_koniq10k_min": 0.5780572216920179, "iqa_v2_koniq10k_max": 0.5780572216920179, "imdecont": { "jpg": 0.544482946395874 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.544482946395874, "imdecont_mean": 0.544482946395874, "imdecont_min": 0.544482946395874, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.09375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.09375, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.09375, "clip_score_dfn_public_prev_turn_only_min": 3.724609375, "clip_score_dfn_public_prev_turn_only_mean": 3.724609375, "clip_score_dfn_public_prev_turn_only_max": 3.724609375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.171875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.171875, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.171875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.5625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.5625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.5625, "clip_score_clip_vitl14_224_next_turn_only_min": 23.28125, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.28125, "clip_score_clip_vitl14_224_next_turn_only_max": 23.28125, "clip_score_dfn_public_next_turn_only_min": 1.7158203125, "clip_score_dfn_public_next_turn_only_mean": 1.7158203125, "clip_score_dfn_public_next_turn_only_max": 1.7158203125, "clip_score_siglip2_b16_224_next_turn_only_min": 0.796875, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.796875, "clip_score_siglip2_b16_224_next_turn_only_max": 0.796875, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.484375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.484375, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.703125, "clip_score_dfn_public_prev_and_next_turn_min": 3.982421875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.982421875, "clip_score_dfn_public_prev_and_next_turn_max": 3.982421875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.5, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.5, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.5, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.828125, "im_height": { "jpg": 2770 }, "im_height_mean": 2770.0, "im_height_min": 2770, "im_height_max": 2770, "im_width": { "jpg": 688 }, "im_width_mean": 688.0, "im_width_min": 688, "im_width_max": 688, "im_ar": { "jpg": 0.2484 }, "im_ar_mean": 0.2484, "im_ar_min": 0.2484, "im_ar_max": 0.2484, "im_kilobytes": { "jpg": 5583.28 }, "im_kilobytes_mean": 5583.28, "im_kilobytes_min": 5583.28, "im_kilobytes_max": 5583.28, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 291.5 }, "im_clarity_mean": 291.5, "im_clarity_min": 291.5, "im_clarity_max": 291.5, "im_luma": { "jpg": 216.14 }, "im_luma_mean": 216.14, "im_luma_min": 216.14, "im_luma_max": 216.14, "im_saturation": { "jpg": 87.17 }, "im_saturation_mean": 87.17, "im_saturation_min": 87.17, "im_saturation_max": 87.17, "im_entropy": { "jpg": 2.01 }, "im_entropy_mean": 2.01, "im_entropy_min": 2.01, "im_entropy_max": 2.01, "unifilter_score_qwen2_5_1_5b": 0.342529296875, "unifilter_score_qwen3_0_6b": 1.8408203125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.148693592021679e-22, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.1170989293966014e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8886148929595947, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005196696147322655, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.00432900246232748, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9790263175964355, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7320694327354431, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995812773704529, "text_quality_nvidia_edu_nemotron4_score": 2.64453125, "text_quality_nvidia_edu_mixtral_score": 2.509765625, "text_quality_dclmbaseline_fasttext_score": 0.9984148144721985, "text_quality_dolma3_fasttext_score": 0.9999324083328247, "custom_fasttext_val_fasttext_score": 0.0008348226547241211, "custom_fasttext_core_fasttext_score": 1.9431114196777344e-05, "custom_fasttext_val_clean_fasttext_score": 0.00288313627243042, "custom_fasttext_core_clean_fasttext_score": 0.00029206275939941406, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0390625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0234375, "within_sample_repetition_detection": 7.0 }, "16": { "detoxify": 1, "length_chars": 1096, "length_tokens": 3765, "length_tokens_text_only": 437, "length_tokens_trainable_only": 341, "length_images": 1, "iqa_live_mean": 0.4884059790408972, "iqa_live_min": 0.4884059790408972, "iqa_live_max": 0.4884059790408972, "iqa_csiq_mean": 0.596867024898529, "iqa_csiq_min": 0.596867024898529, "iqa_csiq_max": 0.596867024898529, "iqa_tid2013_mean": 0.33933835559421116, "iqa_tid2013_min": 0.33933835559421116, "iqa_tid2013_max": 0.33933835559421116, "iqa_kadid10k_mean": 0.4024658203125, "iqa_kadid10k_min": 0.4024658203125, "iqa_kadid10k_max": 0.4024658203125, "iqa_flive_mean": 0.6382517188486427, "iqa_flive_min": 0.6382517188486427, "iqa_flive_max": 0.6382517188486427, "iqa_spaq_mean": 0.4300885441327336, "iqa_spaq_min": 0.4300885441327336, "iqa_spaq_max": 0.4300885441327336, "iqa_clive_mean": 0.44100925175830574, "iqa_clive_min": 0.44100925175830574, "iqa_clive_max": 0.44100925175830574, "iqa_koniq10k_mean": 0.6452920316445707, "iqa_koniq10k_min": 0.6452920316445707, "iqa_koniq10k_max": 0.6452920316445707, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 3.039018009477528e-22 }, { "lang": "tl", "score": 9.935673172412849e-28 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8981812596321106 }, { "lang": "ru", "score": 0.005639523733407259 }, { "lang": "tr", "score": 0.004409289453178644 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4884059790408972, "iqa_v2_live_min": 0.4884059790408972, "iqa_v2_live_max": 0.4884059790408972, "iqa_v2_csiq_mean": 0.596867024898529, "iqa_v2_csiq_min": 0.596867024898529, "iqa_v2_csiq_max": 0.596867024898529, "iqa_v2_tid2013_mean": 0.33933835559421116, "iqa_v2_tid2013_min": 0.33933835559421116, "iqa_v2_tid2013_max": 0.33933835559421116, "iqa_v2_kadid10k_mean": 0.4024658203125, "iqa_v2_kadid10k_min": 0.4024658203125, "iqa_v2_kadid10k_max": 0.4024658203125, "iqa_v2_flive_mean": 0.6382517188486427, "iqa_v2_flive_min": 0.6382517188486427, "iqa_v2_flive_max": 0.6382517188486427, "iqa_v2_spaq_mean": 0.4300885441327336, "iqa_v2_spaq_min": 0.4300885441327336, "iqa_v2_spaq_max": 0.4300885441327336, "iqa_v2_clive_mean": 0.44100925175830574, "iqa_v2_clive_min": 0.44100925175830574, "iqa_v2_clive_max": 0.44100925175830574, "iqa_v2_koniq10k_mean": 0.6452920316445707, "iqa_v2_koniq10k_min": 0.6452920316445707, "iqa_v2_koniq10k_max": 0.6452920316445707, "imdecont": { "jpg": 0.49739396572113037 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.49739396572113037, "imdecont_mean": 0.49739396572113037, "imdecont_min": 0.49739396572113037, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.65625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.65625, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.65625, "clip_score_dfn_public_prev_turn_only_min": 4.515625, "clip_score_dfn_public_prev_turn_only_mean": 4.515625, "clip_score_dfn_public_prev_turn_only_max": 4.515625, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.578125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.578125, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.578125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 29.078125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 29.078125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 29.078125, "clip_score_clip_vitl14_224_next_turn_only_min": 25.46875, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.46875, "clip_score_clip_vitl14_224_next_turn_only_max": 25.46875, "clip_score_dfn_public_next_turn_only_min": 3.5390625, "clip_score_dfn_public_next_turn_only_mean": 3.5390625, "clip_score_dfn_public_next_turn_only_max": 3.5390625, "clip_score_siglip2_b16_224_next_turn_only_min": 3.09375, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.09375, "clip_score_siglip2_b16_224_next_turn_only_max": 3.09375, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.046875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.046875, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.03125, "clip_score_dfn_public_prev_and_next_turn_min": 5.3828125, "clip_score_dfn_public_prev_and_next_turn_mean": 5.3828125, "clip_score_dfn_public_prev_and_next_turn_max": 5.3828125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.65625, "im_height": { "jpg": 1836 }, "im_height_mean": 1836.0, "im_height_min": 1836, "im_height_max": 1836, "im_width": { "jpg": 2322 }, "im_width_mean": 2322.0, "im_width_min": 2322, "im_width_max": 2322, "im_ar": { "jpg": 1.2647 }, "im_ar_mean": 1.2647, "im_ar_min": 1.2647, "im_ar_max": 1.2647, "im_kilobytes": { "jpg": 12489.82 }, "im_kilobytes_mean": 12489.82, "im_kilobytes_min": 12489.82, "im_kilobytes_max": 12489.82, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 171.55 }, "im_clarity_mean": 171.55, "im_clarity_min": 171.55, "im_clarity_max": 171.55, "im_luma": { "jpg": 210.73 }, "im_luma_mean": 210.73, "im_luma_min": 210.73, "im_luma_max": 210.73, "im_saturation": { "jpg": 69.89 }, "im_saturation_mean": 69.89, "im_saturation_min": 69.89, "im_saturation_max": 69.89, "im_entropy": { "jpg": 2.08 }, "im_entropy_mean": 2.08, "im_entropy_min": 2.08, "im_entropy_max": 2.08, "unifilter_score_qwen2_5_1_5b": -0.1492919921875, "unifilter_score_qwen3_0_6b": -1.0537109375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.039018009477528e-22, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 9.935673172412849e-28, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8981812596321106, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005639523733407259, "language_detection_annotation_nllb_2_lan": "tr", "language_detection_annotation_nllb_2_score": 0.004409289453178644, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9882475733757019, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7992519736289978, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995982050895691, "text_quality_nvidia_edu_nemotron4_score": 2.333984375, "text_quality_nvidia_edu_mixtral_score": 2.146484375, "text_quality_dclmbaseline_fasttext_score": 0.9857999682426453, "text_quality_dolma3_fasttext_score": 0.95244300365448, "custom_fasttext_val_fasttext_score": 0.0017049908638000488, "custom_fasttext_core_fasttext_score": 8.296966552734375e-05, "custom_fasttext_val_clean_fasttext_score": 0.0025680065155029297, "custom_fasttext_core_clean_fasttext_score": 0.00139695405960083, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.95703125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.96484375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0078125, "within_sample_repetition_detection": 6.0 }, "19": { "detoxify": 1, "length_chars": 627, "length_tokens": 2075, "length_tokens_text_only": 283, "length_tokens_trainable_only": 179, "length_images": 1, "iqa_live_mean": 0.44553587171766484, "iqa_live_min": 0.44553587171766484, "iqa_live_max": 0.44553587171766484, "iqa_csiq_mean": 0.589054524898529, "iqa_csiq_min": 0.589054524898529, "iqa_csiq_max": 0.589054524898529, "iqa_tid2013_mean": 0.3976608382331, "iqa_tid2013_min": 0.3976608382331, "iqa_tid2013_max": 0.3976608382331, "iqa_kadid10k_mean": 0.3165283203125, "iqa_kadid10k_min": 0.3165283203125, "iqa_kadid10k_max": 0.3165283203125, "iqa_flive_mean": 0.6970378220683398, "iqa_flive_min": 0.6970378220683398, "iqa_flive_max": 0.6970378220683398, "iqa_spaq_mean": 0.39114441534485483, "iqa_spaq_min": 0.39114441534485483, "iqa_spaq_max": 0.39114441534485483, "iqa_clive_mean": 0.4326640813037603, "iqa_clive_min": 0.4326640813037603, "iqa_clive_max": 0.4326640813037603, "iqa_koniq10k_mean": 0.6400836983112375, "iqa_koniq10k_min": 0.6400836983112375, "iqa_koniq10k_max": 0.6400836983112375, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 1.904158760848853e-17 }, { "lang": "tl", "score": 6.475638583466694e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8437132835388184 }, { "lang": "ko", "score": 0.00657755509018898 }, { "lang": "tr", "score": 0.0065064444206655025 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.44553587171766484, "iqa_v2_live_min": 0.44553587171766484, "iqa_v2_live_max": 0.44553587171766484, "iqa_v2_csiq_mean": 0.589054524898529, "iqa_v2_csiq_min": 0.589054524898529, "iqa_v2_csiq_max": 0.589054524898529, "iqa_v2_tid2013_mean": 0.3976608382331, "iqa_v2_tid2013_min": 0.3976608382331, "iqa_v2_tid2013_max": 0.3976608382331, "iqa_v2_kadid10k_mean": 0.3165283203125, "iqa_v2_kadid10k_min": 0.3165283203125, "iqa_v2_kadid10k_max": 0.3165283203125, "iqa_v2_flive_mean": 0.6970378220683398, "iqa_v2_flive_min": 0.6970378220683398, "iqa_v2_flive_max": 0.6970378220683398, "iqa_v2_spaq_mean": 0.39114441534485483, "iqa_v2_spaq_min": 0.39114441534485483, "iqa_v2_spaq_max": 0.39114441534485483, "iqa_v2_clive_mean": 0.4326640813037603, "iqa_v2_clive_min": 0.4326640813037603, "iqa_v2_clive_max": 0.4326640813037603, "iqa_v2_koniq10k_mean": 0.6400836983112375, "iqa_v2_koniq10k_min": 0.6400836983112375, "iqa_v2_koniq10k_max": 0.6400836983112375, "imdecont": { "jpg": 0.5947642922401428 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.5947642922401428, "imdecont_mean": 0.5947642922401428, "imdecont_min": 0.5947642922401428, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.71875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.71875, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.71875, "clip_score_dfn_public_prev_turn_only_min": 4.21484375, "clip_score_dfn_public_prev_turn_only_mean": 4.21484375, "clip_score_dfn_public_prev_turn_only_max": 4.21484375, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.359375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.359375, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.359375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.890625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.890625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.890625, "clip_score_clip_vitl14_224_next_turn_only_min": 27.609375, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.609375, "clip_score_clip_vitl14_224_next_turn_only_max": 27.609375, "clip_score_dfn_public_next_turn_only_min": 0.92333984375, "clip_score_dfn_public_next_turn_only_mean": 0.92333984375, "clip_score_dfn_public_next_turn_only_max": 0.92333984375, "clip_score_siglip2_b16_224_next_turn_only_min": 0.109375, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.109375, "clip_score_siglip2_b16_224_next_turn_only_max": 0.109375, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.796875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.796875, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.03125, "clip_score_dfn_public_prev_and_next_turn_min": 3.97265625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.97265625, "clip_score_dfn_public_prev_and_next_turn_max": 3.97265625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.921875, "im_height": { "jpg": 828 }, "im_height_mean": 828.0, "im_height_min": 828, "im_height_max": 828, "im_width": { "jpg": 1355 }, "im_width_mean": 1355.0, "im_width_min": 1355, "im_width_max": 1355, "im_ar": { "jpg": 1.6365 }, "im_ar_mean": 1.6365, "im_ar_min": 1.6365, "im_ar_max": 1.6365, "im_kilobytes": { "jpg": 3286.93 }, "im_kilobytes_mean": 3286.93, "im_kilobytes_min": 3286.93, "im_kilobytes_max": 3286.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 395.95 }, "im_clarity_mean": 395.95, "im_clarity_min": 395.95, "im_clarity_max": 395.95, "im_luma": { "jpg": 235.55 }, "im_luma_mean": 235.55, "im_luma_min": 235.55, "im_luma_max": 235.55, "im_saturation": { "jpg": 91.5 }, "im_saturation_mean": 91.5, "im_saturation_min": 91.5, "im_saturation_max": 91.5, "im_entropy": { "jpg": 1.65 }, "im_entropy_mean": 1.65, "im_entropy_min": 1.65, "im_entropy_max": 1.65, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.904158760848853e-17, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 6.475638583466694e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8437132835388184, "language_detection_annotation_nllb_1_lan": "ko", "language_detection_annotation_nllb_1_score": 0.00657755509018898, "language_detection_annotation_nllb_2_lan": "tr", "language_detection_annotation_nllb_2_score": 0.0065064444206655025, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9712458848953247, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8144102692604065, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9992095232009888, "text_quality_nvidia_edu_nemotron4_score": 2.228515625, "text_quality_nvidia_edu_mixtral_score": 2.087890625, "text_quality_dclmbaseline_fasttext_score": 0.9999771118164062, "text_quality_dolma3_fasttext_score": 0.9999878406524658, "custom_fasttext_val_fasttext_score": 0.0005077123641967773, "custom_fasttext_core_fasttext_score": 2.753734588623047e-05, "custom_fasttext_val_clean_fasttext_score": 0.004271447658538818, "custom_fasttext_core_clean_fasttext_score": 0.0012670159339904785, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.4453125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.5859375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.140625, "within_sample_repetition_detection": 4.0 }, "24": { "detoxify": 1, "length_chars": 1035, "length_tokens": 2799, "length_tokens_text_only": 495, "length_tokens_trainable_only": 353, "length_images": 1, "iqa_live_mean": 0.3887176898994831, "iqa_live_min": 0.3887176898994831, "iqa_live_max": 0.3887176898994831, "iqa_csiq_mean": 0.47714656591415405, "iqa_csiq_min": 0.47714656591415405, "iqa_csiq_max": 0.47714656591415405, "iqa_tid2013_mean": 0.2777064111497667, "iqa_tid2013_min": 0.2777064111497667, "iqa_tid2013_max": 0.2777064111497667, "iqa_kadid10k_mean": 0.1654052734375, "iqa_kadid10k_min": 0.1654052734375, "iqa_kadid10k_max": 0.1654052734375, "iqa_flive_mean": 0.5933446402501579, "iqa_flive_min": 0.5933446402501579, "iqa_flive_max": 0.5933446402501579, "iqa_spaq_mean": 0.2424701729206124, "iqa_spaq_min": 0.2424701729206124, "iqa_spaq_max": 0.2424701729206124, "iqa_clive_mean": 0.348817806051235, "iqa_clive_min": 0.348817806051235, "iqa_clive_max": 0.348817806051235, "iqa_koniq10k_mean": 0.6006266661364623, "iqa_koniq10k_min": 0.6006266661364623, "iqa_koniq10k_max": 0.6006266661364623, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999937075 }, { "lang": "la", "score": 6.292562352780014e-12 }, { "lang": "eo", "score": 1.7449542024595317e-20 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7787695527076721 }, { "lang": "ru", "score": 0.008822090923786163 }, { "lang": "no", "score": 0.007945471443235874 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3887176898994831, "iqa_v2_live_min": 0.3887176898994831, "iqa_v2_live_max": 0.3887176898994831, "iqa_v2_csiq_mean": 0.47714656591415405, "iqa_v2_csiq_min": 0.47714656591415405, "iqa_v2_csiq_max": 0.47714656591415405, "iqa_v2_tid2013_mean": 0.2777064111497667, "iqa_v2_tid2013_min": 0.2777064111497667, "iqa_v2_tid2013_max": 0.2777064111497667, "iqa_v2_kadid10k_mean": 0.1654052734375, "iqa_v2_kadid10k_min": 0.1654052734375, "iqa_v2_kadid10k_max": 0.1654052734375, "iqa_v2_flive_mean": 0.5933446402501579, "iqa_v2_flive_min": 0.5933446402501579, "iqa_v2_flive_max": 0.5933446402501579, "iqa_v2_spaq_mean": 0.2424701729206124, "iqa_v2_spaq_min": 0.2424701729206124, "iqa_v2_spaq_max": 0.2424701729206124, "iqa_v2_clive_mean": 0.348817806051235, "iqa_v2_clive_min": 0.348817806051235, "iqa_v2_clive_max": 0.348817806051235, "iqa_v2_koniq10k_mean": 0.6006266661364623, "iqa_v2_koniq10k_min": 0.6006266661364623, "iqa_v2_koniq10k_max": 0.6006266661364623, "imdecont": { "jpg": 0.5672084093093872 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5672084093093872, "imdecont_mean": 0.5672084093093872, "imdecont_min": 0.5672084093093872, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.171875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.171875, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.171875, "clip_score_dfn_public_prev_turn_only_min": 2.076171875, "clip_score_dfn_public_prev_turn_only_mean": 2.076171875, "clip_score_dfn_public_prev_turn_only_max": 2.076171875, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.9921875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.9921875, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.9921875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.859375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.859375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.859375, "clip_score_clip_vitl14_224_next_turn_only_min": 19.890625, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.890625, "clip_score_clip_vitl14_224_next_turn_only_max": 19.890625, "clip_score_dfn_public_next_turn_only_min": 2.896484375, "clip_score_dfn_public_next_turn_only_mean": 2.896484375, "clip_score_dfn_public_next_turn_only_max": 2.896484375, "clip_score_siglip2_b16_224_next_turn_only_min": -0.546875, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.546875, "clip_score_siglip2_b16_224_next_turn_only_max": -0.546875, "clip_score_longclip_vitl14_224_next_turn_only_min": 18.984375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 18.984375, "clip_score_longclip_vitl14_224_next_turn_only_max": 18.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.171875, "clip_score_dfn_public_prev_and_next_turn_min": 2.076171875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.076171875, "clip_score_dfn_public_prev_and_next_turn_max": 2.076171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.9921875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.9921875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.9921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 18.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 18.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 18.3125, "im_height": { "jpg": 3322 }, "im_height_mean": 3322.0, "im_height_min": 3322, "im_height_max": 3322, "im_width": { "jpg": 1562 }, "im_width_mean": 1562.0, "im_width_min": 1562, "im_width_max": 1562, "im_ar": { "jpg": 0.4702 }, "im_ar_mean": 0.4702, "im_ar_min": 0.4702, "im_ar_max": 0.4702, "im_kilobytes": { "jpg": 15202.04 }, "im_kilobytes_mean": 15202.04, "im_kilobytes_min": 15202.04, "im_kilobytes_max": 15202.04, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 165.63 }, "im_clarity_mean": 165.63, "im_clarity_min": 165.63, "im_clarity_max": 165.63, "im_luma": { "jpg": 205.5 }, "im_luma_mean": 205.5, "im_luma_min": 205.5, "im_luma_max": 205.5, "im_saturation": { "jpg": 95.24 }, "im_saturation_mean": 95.24, "im_saturation_min": 95.24, "im_saturation_max": 95.24, "im_entropy": { "jpg": 1.65 }, "im_entropy_mean": 1.65, "im_entropy_min": 1.65, "im_entropy_max": 1.65, "unifilter_score_qwen2_5_1_5b": 0.348876953125, "unifilter_score_qwen3_0_6b": -2.5859375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999937075, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 6.292562352780014e-12, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.7449542024595317e-20, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7787695527076721, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.008822090923786163, "language_detection_annotation_nllb_2_lan": "no", "language_detection_annotation_nllb_2_score": 0.007945471443235874, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9925225377082825, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7879157662391663, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997580647468567, "text_quality_nvidia_edu_nemotron4_score": 1.900390625, "text_quality_nvidia_edu_mixtral_score": 1.6552734375, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.00045168399810791016, "custom_fasttext_core_fasttext_score": 2.384185791015625e-06, "custom_fasttext_val_clean_fasttext_score": 0.0004477500915527344, "custom_fasttext_core_clean_fasttext_score": 9.179115295410156e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0234375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0859375, "within_sample_repetition_detection": 6.0 }, "22": { "detoxify": 1, "length_chars": 961, "length_tokens": 3772, "length_tokens_text_only": 444, "length_tokens_trainable_only": 329, "length_images": 1, "iqa_live_mean": 0.47287962171766484, "iqa_live_min": 0.47287962171766484, "iqa_live_max": 0.47287962171766484, "iqa_csiq_mean": 0.615055501461029, "iqa_csiq_min": 0.615055501461029, "iqa_csiq_max": 0.615055501461029, "iqa_tid2013_mean": 0.3923982514275445, "iqa_tid2013_min": 0.3923982514275445, "iqa_tid2013_max": 0.3923982514275445, "iqa_kadid10k_mean": 0.422119140625, "iqa_kadid10k_min": 0.422119140625, "iqa_kadid10k_max": 0.422119140625, "iqa_flive_mean": 0.6585079925228852, "iqa_flive_min": 0.6585079925228852, "iqa_flive_max": 0.6585079925228852, "iqa_spaq_mean": 0.4356519911024306, "iqa_spaq_min": 0.4356519911024306, "iqa_spaq_max": 0.4356519911024306, "iqa_clive_mean": 0.4084374398896189, "iqa_clive_min": 0.4084374398896189, "iqa_clive_max": 0.4084374398896189, "iqa_koniq10k_mean": 0.6201973732071694, "iqa_koniq10k_min": 0.6201973732071694, "iqa_koniq10k_max": 0.6201973732071694, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999994 }, { "lang": "la", "score": 5.768081872748331e-16 }, { "lang": "tl", "score": 6.23410321225262e-24 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8049858808517456 }, { "lang": "pt", "score": 0.008713590912520885 }, { "lang": "tr", "score": 0.008578859269618988 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.47287962171766484, "iqa_v2_live_min": 0.47287962171766484, "iqa_v2_live_max": 0.47287962171766484, "iqa_v2_csiq_mean": 0.615055501461029, "iqa_v2_csiq_min": 0.615055501461029, "iqa_v2_csiq_max": 0.615055501461029, "iqa_v2_tid2013_mean": 0.3923982514275445, "iqa_v2_tid2013_min": 0.3923982514275445, "iqa_v2_tid2013_max": 0.3923982514275445, "iqa_v2_kadid10k_mean": 0.422119140625, "iqa_v2_kadid10k_min": 0.422119140625, "iqa_v2_kadid10k_max": 0.422119140625, "iqa_v2_flive_mean": 0.6585079925228852, "iqa_v2_flive_min": 0.6585079925228852, "iqa_v2_flive_max": 0.6585079925228852, "iqa_v2_spaq_mean": 0.4356519911024306, "iqa_v2_spaq_min": 0.4356519911024306, "iqa_v2_spaq_max": 0.4356519911024306, "iqa_v2_clive_mean": 0.4084374398896189, "iqa_v2_clive_min": 0.4084374398896189, "iqa_v2_clive_max": 0.4084374398896189, "iqa_v2_koniq10k_mean": 0.6201973732071694, "iqa_v2_koniq10k_min": 0.6201973732071694, "iqa_v2_koniq10k_max": 0.6201973732071694, "imdecont": { "jpg": 0.483781635761261 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.483781635761261, "imdecont_mean": 0.483781635761261, "imdecont_min": 0.483781635761261, "clip_score_clip_vitl14_224_prev_turn_only_min": 32.4375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 32.4375, "clip_score_clip_vitl14_224_prev_turn_only_max": 32.4375, "clip_score_dfn_public_prev_turn_only_min": 4.53125, "clip_score_dfn_public_prev_turn_only_mean": 4.53125, "clip_score_dfn_public_prev_turn_only_max": 4.53125, "clip_score_siglip2_b16_224_prev_turn_only_min": 6.75, "clip_score_siglip2_b16_224_prev_turn_only_mean": 6.75, "clip_score_siglip2_b16_224_prev_turn_only_max": 6.75, "clip_score_longclip_vitl14_224_prev_turn_only_min": 29.46875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 29.46875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 29.46875, "clip_score_clip_vitl14_224_next_turn_only_min": 29.984375, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.984375, "clip_score_clip_vitl14_224_next_turn_only_max": 29.984375, "clip_score_dfn_public_next_turn_only_min": 2.69140625, "clip_score_dfn_public_next_turn_only_mean": 2.69140625, "clip_score_dfn_public_next_turn_only_max": 2.69140625, "clip_score_siglip2_b16_224_next_turn_only_min": 2.546875, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.546875, "clip_score_siglip2_b16_224_next_turn_only_max": 2.546875, "clip_score_longclip_vitl14_224_next_turn_only_min": 30.28125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 30.28125, "clip_score_longclip_vitl14_224_next_turn_only_max": 30.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 32.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 32.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 32.09375, "clip_score_dfn_public_prev_and_next_turn_min": 5.19140625, "clip_score_dfn_public_prev_and_next_turn_mean": 5.19140625, "clip_score_dfn_public_prev_and_next_turn_max": 5.19140625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 5.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 5.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 5.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 30.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 30.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 30.734375, "im_height": { "jpg": 2109 }, "im_height_mean": 2109.0, "im_height_min": 2109, "im_height_max": 2109, "im_width": { "jpg": 1816 }, "im_width_mean": 1816.0, "im_width_min": 1816, "im_width_max": 1816, "im_ar": { "jpg": 0.8611 }, "im_ar_mean": 0.8611, "im_ar_min": 0.8611, "im_ar_max": 0.8611, "im_kilobytes": { "jpg": 11220.54 }, "im_kilobytes_mean": 11220.54, "im_kilobytes_min": 11220.54, "im_kilobytes_max": 11220.54, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 166.55 }, "im_clarity_mean": 166.55, "im_clarity_min": 166.55, "im_clarity_max": 166.55, "im_luma": { "jpg": 200.76 }, "im_luma_mean": 200.76, "im_luma_min": 200.76, "im_luma_max": 200.76, "im_saturation": { "jpg": 72.56 }, "im_saturation_mean": 72.56, "im_saturation_min": 72.56, "im_saturation_max": 72.56, "im_entropy": { "jpg": 2.15 }, "im_entropy_mean": 2.15, "im_entropy_min": 2.15, "im_entropy_max": 2.15, "unifilter_score_qwen2_5_1_5b": -0.880859375, "unifilter_score_qwen3_0_6b": -1.509765625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999994, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 5.768081872748331e-16, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 6.23410321225262e-24, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8049858808517456, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.008713590912520885, "language_detection_annotation_nllb_2_lan": "tr", "language_detection_annotation_nllb_2_score": 0.008578859269618988, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9930316209793091, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7315757870674133, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996066689491272, "text_quality_nvidia_edu_nemotron4_score": 1.7255859375, "text_quality_nvidia_edu_mixtral_score": 1.9248046875, "text_quality_dclmbaseline_fasttext_score": 0.9998770952224731, "text_quality_dolma3_fasttext_score": 0.9999709129333496, "custom_fasttext_val_fasttext_score": 0.0014827847480773926, "custom_fasttext_core_fasttext_score": 0.00010037422180175781, "custom_fasttext_val_clean_fasttext_score": 0.004138588905334473, "custom_fasttext_core_clean_fasttext_score": 0.00019556283950805664, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.0078125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0546875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.046875, "within_sample_repetition_detection": 4.0 }, "30": { "detoxify": 1, "length_chars": 632, "length_tokens": 2072, "length_tokens_text_only": 280, "length_tokens_trainable_only": 174, "length_images": 1, "iqa_live_mean": 0.5156979416355942, "iqa_live_min": 0.5156979416355942, "iqa_live_max": 0.5156979416355942, "iqa_csiq_mean": 0.654850423336029, "iqa_csiq_min": 0.654850423336029, "iqa_csiq_max": 0.654850423336029, "iqa_tid2013_mean": 0.42554712295532227, "iqa_tid2013_min": 0.42554712295532227, "iqa_tid2013_max": 0.42554712295532227, "iqa_kadid10k_mean": 0.434814453125, "iqa_kadid10k_min": 0.434814453125, "iqa_kadid10k_max": 0.434814453125, "iqa_flive_mean": 0.6979453346946023, "iqa_flive_min": 0.6979453346946023, "iqa_flive_max": 0.6979453346946023, "iqa_spaq_mean": 0.5038831306226326, "iqa_spaq_min": 0.5038831306226326, "iqa_spaq_max": 0.5038831306226326, "iqa_clive_mean": 0.5167668275158815, "iqa_clive_min": 0.5167668275158815, "iqa_clive_max": 0.5167668275158815, "iqa_koniq10k_mean": 0.635033231793028, "iqa_koniq10k_min": 0.635033231793028, "iqa_koniq10k_max": 0.635033231793028, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999996 }, { "lang": "la", "score": 4.0971096436589884e-16 }, { "lang": "tl", "score": 8.647013301401976e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8267878293991089 }, { "lang": "it", "score": 0.008539275266230106 }, { "lang": "es", "score": 0.007872926071286201 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5156979416355942, "iqa_v2_live_min": 0.5156979416355942, "iqa_v2_live_max": 0.5156979416355942, "iqa_v2_csiq_mean": 0.654850423336029, "iqa_v2_csiq_min": 0.654850423336029, "iqa_v2_csiq_max": 0.654850423336029, "iqa_v2_tid2013_mean": 0.42554712295532227, "iqa_v2_tid2013_min": 0.42554712295532227, "iqa_v2_tid2013_max": 0.42554712295532227, "iqa_v2_kadid10k_mean": 0.434814453125, "iqa_v2_kadid10k_min": 0.434814453125, "iqa_v2_kadid10k_max": 0.434814453125, "iqa_v2_flive_mean": 0.6979453346946023, "iqa_v2_flive_min": 0.6979453346946023, "iqa_v2_flive_max": 0.6979453346946023, "iqa_v2_spaq_mean": 0.5038831306226326, "iqa_v2_spaq_min": 0.5038831306226326, "iqa_v2_spaq_max": 0.5038831306226326, "iqa_v2_clive_mean": 0.5167668275158815, "iqa_v2_clive_min": 0.5167668275158815, "iqa_v2_clive_max": 0.5167668275158815, "iqa_v2_koniq10k_mean": 0.635033231793028, "iqa_v2_koniq10k_min": 0.635033231793028, "iqa_v2_koniq10k_max": 0.635033231793028, "imdecont": { "jpg": 0.5624252557754517 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.5624252557754517, "imdecont_mean": 0.5624252557754517, "imdecont_min": 0.5624252557754517, "clip_score_clip_vitl14_224_prev_turn_only_min": 31.28125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 31.28125, "clip_score_clip_vitl14_224_prev_turn_only_max": 31.28125, "clip_score_dfn_public_prev_turn_only_min": 4.046875, "clip_score_dfn_public_prev_turn_only_mean": 4.046875, "clip_score_dfn_public_prev_turn_only_max": 4.046875, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.296875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.296875, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.296875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.484375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.484375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.484375, "clip_score_clip_vitl14_224_next_turn_only_min": 27.9375, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.9375, "clip_score_clip_vitl14_224_next_turn_only_max": 27.9375, "clip_score_dfn_public_next_turn_only_min": 1.3779296875, "clip_score_dfn_public_next_turn_only_mean": 1.3779296875, "clip_score_dfn_public_next_turn_only_max": 1.3779296875, "clip_score_siglip2_b16_224_next_turn_only_min": 3.046875, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.046875, "clip_score_siglip2_b16_224_next_turn_only_max": 3.046875, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.828125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.828125, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.8125, "clip_score_dfn_public_prev_and_next_turn_min": 4.8359375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.8359375, "clip_score_dfn_public_prev_and_next_turn_max": 4.8359375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 5.21875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 5.21875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 5.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.78125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.78125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.78125, "im_height": { "jpg": 1263 }, "im_height_mean": 1263.0, "im_height_min": 1263, "im_height_max": 1263, "im_width": { "jpg": 810 }, "im_width_mean": 810.0, "im_width_min": 810, "im_width_max": 810, "im_ar": { "jpg": 0.6413 }, "im_ar_mean": 0.6413, "im_ar_min": 0.6413, "im_ar_max": 0.6413, "im_kilobytes": { "jpg": 2997.16 }, "im_kilobytes_mean": 2997.16, "im_kilobytes_min": 2997.16, "im_kilobytes_max": 2997.16, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 325.23 }, "im_clarity_mean": 325.23, "im_clarity_min": 325.23, "im_clarity_max": 325.23, "im_luma": { "jpg": 194.38 }, "im_luma_mean": 194.38, "im_luma_min": 194.38, "im_luma_max": 194.38, "im_saturation": { "jpg": 86.36 }, "im_saturation_mean": 86.36, "im_saturation_min": 86.36, "im_saturation_max": 86.36, "im_entropy": { "jpg": 1.64 }, "im_entropy_mean": 1.64, "im_entropy_min": 1.64, "im_entropy_max": 1.64, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999996, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.0971096436589884e-16, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 8.647013301401976e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8267878293991089, "language_detection_annotation_nllb_1_lan": "it", "language_detection_annotation_nllb_1_score": 0.008539275266230106, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.007872926071286201, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9751628041267395, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8315085768699646, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9983339905738831, "text_quality_nvidia_edu_nemotron4_score": 2.173828125, "text_quality_nvidia_edu_mixtral_score": 2.21875, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 0.9999791383743286, "custom_fasttext_val_fasttext_score": 0.0004649162292480469, "custom_fasttext_core_fasttext_score": 2.7060508728027344e-05, "custom_fasttext_val_clean_fasttext_score": 0.004589259624481201, "custom_fasttext_core_clean_fasttext_score": 0.0023677945137023926, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.2734375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0390625, "within_sample_repetition_detection": 6.0 }, "26": { "detoxify": 1, "length_chars": 746, "length_tokens": 2141, "length_tokens_text_only": 349, "length_tokens_trainable_only": 221, "length_images": 1, "iqa_live_mean": 0.5222737090756194, "iqa_live_min": 0.5222737090756194, "iqa_live_max": 0.5222737090756194, "iqa_csiq_mean": 0.651310384273529, "iqa_csiq_min": 0.651310384273529, "iqa_csiq_max": 0.651310384273529, "iqa_tid2013_mean": 0.3782923486497667, "iqa_tid2013_min": 0.3782923486497667, "iqa_tid2013_max": 0.3782923486497667, "iqa_kadid10k_mean": 0.428466796875, "iqa_kadid10k_min": 0.428466796875, "iqa_kadid10k_max": 0.428466796875, "iqa_flive_mean": 0.6875286680279357, "iqa_flive_min": 0.6875286680279357, "iqa_flive_max": 0.6875286680279357, "iqa_spaq_mean": 0.4017189102943498, "iqa_spaq_min": 0.4017189102943498, "iqa_spaq_max": 0.4017189102943498, "iqa_clive_mean": 0.39332538180881077, "iqa_clive_min": 0.39332538180881077, "iqa_clive_max": 0.39332538180881077, "iqa_koniq10k_mean": 0.6451342033617424, "iqa_koniq10k_min": 0.6451342033617424, "iqa_koniq10k_max": 0.6451342033617424, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9996755683291021 }, { "lang": "la", "score": 0.0003244316708429498 }, { "lang": "tl", "score": 4.635935159501744e-14 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8178509473800659 }, { "lang": "vi", "score": 0.00838389154523611 }, { "lang": "ru", "score": 0.00791232567280531 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5222774081759982, "iqa_v2_live_min": 0.5222774081759982, "iqa_v2_live_max": 0.5222774081759982, "iqa_v2_csiq_mean": 0.651310384273529, "iqa_v2_csiq_min": 0.651310384273529, "iqa_v2_csiq_max": 0.651310384273529, "iqa_v2_tid2013_mean": 0.3782923486497667, "iqa_v2_tid2013_min": 0.3782923486497667, "iqa_v2_tid2013_max": 0.3782923486497667, "iqa_v2_kadid10k_mean": 0.428466796875, "iqa_v2_kadid10k_min": 0.428466796875, "iqa_v2_kadid10k_max": 0.428466796875, "iqa_v2_flive_mean": 0.6875286680279357, "iqa_v2_flive_min": 0.6875286680279357, "iqa_v2_flive_max": 0.6875286680279357, "iqa_v2_spaq_mean": 0.40179782443576395, "iqa_v2_spaq_min": 0.40179782443576395, "iqa_v2_spaq_max": 0.40179782443576395, "iqa_v2_clive_mean": 0.39332538180881077, "iqa_v2_clive_min": 0.39332538180881077, "iqa_v2_clive_max": 0.39332538180881077, "iqa_v2_koniq10k_mean": 0.6451342033617424, "iqa_v2_koniq10k_min": 0.6451342033617424, "iqa_v2_koniq10k_max": 0.6451342033617424, "imdecont": { "jpg": 0.5045052766799927 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5045052766799927, "imdecont_mean": 0.5045052766799927, "imdecont_min": 0.5045052766799927, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.28125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.28125, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.28125, "clip_score_dfn_public_prev_turn_only_min": 4.24609375, "clip_score_dfn_public_prev_turn_only_mean": 4.24609375, "clip_score_dfn_public_prev_turn_only_max": 4.24609375, "clip_score_siglip2_b16_224_prev_turn_only_min": -2.265625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.265625, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.265625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.5625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.5625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.5625, "clip_score_clip_vitl14_224_next_turn_only_min": 26.03125, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.03125, "clip_score_clip_vitl14_224_next_turn_only_max": 26.03125, "clip_score_dfn_public_next_turn_only_min": 1.9736328125, "clip_score_dfn_public_next_turn_only_mean": 1.9736328125, "clip_score_dfn_public_next_turn_only_max": 1.9736328125, "clip_score_siglip2_b16_224_next_turn_only_min": 1.5625, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.5625, "clip_score_siglip2_b16_224_next_turn_only_max": 1.5625, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.390625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.390625, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.28125, "clip_score_dfn_public_prev_and_next_turn_min": 4.24609375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.24609375, "clip_score_dfn_public_prev_and_next_turn_max": 4.24609375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.265625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.265625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.984375, "im_height": { "jpg": 2262 }, "im_height_mean": 2262.0, "im_height_min": 2262, "im_height_max": 2262, "im_width": { "jpg": 1384 }, "im_width_mean": 1384.0, "im_width_min": 1384, "im_width_max": 1384, "im_ar": { "jpg": 0.6118 }, "im_ar_mean": 0.6118, "im_ar_min": 0.6118, "im_ar_max": 0.6118, "im_kilobytes": { "jpg": 9171.7 }, "im_kilobytes_mean": 9171.7, "im_kilobytes_min": 9171.7, "im_kilobytes_max": 9171.7, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 154.27 }, "im_clarity_mean": 154.27, "im_clarity_min": 154.27, "im_clarity_max": 154.27, "im_luma": { "jpg": 211.06 }, "im_luma_mean": 211.06, "im_luma_min": 211.06, "im_luma_max": 211.06, "im_saturation": { "jpg": 69.47 }, "im_saturation_mean": 69.47, "im_saturation_min": 69.47, "im_saturation_max": 69.47, "im_entropy": { "jpg": 1.78 }, "im_entropy_mean": 1.78, "im_entropy_min": 1.78, "im_entropy_max": 1.78, "unifilter_score_qwen2_5_1_5b": -0.61279296875, "unifilter_score_qwen3_0_6b": -0.93115234375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9996755683291021, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 0.0003244316708429498, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 4.635935159501744e-14, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8178509473800659, "language_detection_annotation_nllb_1_lan": "vi", "language_detection_annotation_nllb_1_score": 0.00838389154523611, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.00791232567280531, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9942573308944702, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.3946690857410431, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996964931488037, "text_quality_nvidia_edu_nemotron4_score": 1.744140625, "text_quality_nvidia_edu_mixtral_score": 1.724609375, "text_quality_dclmbaseline_fasttext_score": 0.9995067119598389, "text_quality_dolma3_fasttext_score": 0.9445031881332397, "custom_fasttext_val_fasttext_score": 0.0021625161170959473, "custom_fasttext_core_fasttext_score": 9.012222290039062e-05, "custom_fasttext_val_clean_fasttext_score": 0.00218278169631958, "custom_fasttext_core_clean_fasttext_score": 0.00017982721328735352, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.3515625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.53125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1796875, "within_sample_repetition_detection": 7.0 }, "25": { "detoxify": 1, "length_chars": 619, "length_tokens": 2619, "length_tokens_text_only": 315, "length_tokens_trainable_only": 208, "length_images": 1, "iqa_live_mean": 0.438907083838877, "iqa_live_min": 0.438907083838877, "iqa_live_max": 0.438907083838877, "iqa_csiq_mean": 0.591373860836029, "iqa_csiq_min": 0.591373860836029, "iqa_csiq_max": 0.591373860836029, "iqa_tid2013_mean": 0.32349634170532227, "iqa_tid2013_min": 0.32349634170532227, "iqa_tid2013_max": 0.32349634170532227, "iqa_kadid10k_mean": 0.401611328125, "iqa_kadid10k_min": 0.401611328125, "iqa_kadid10k_max": 0.401611328125, "iqa_flive_mean": 0.622680972320865, "iqa_flive_min": 0.622680972320865, "iqa_flive_max": 0.622680972320865, "iqa_spaq_mean": 0.29439567797111743, "iqa_spaq_min": 0.29439567797111743, "iqa_spaq_max": 0.29439567797111743, "iqa_clive_mean": 0.29626098786941685, "iqa_clive_min": 0.29626098786941685, "iqa_clive_max": 0.29626098786941685, "iqa_koniq10k_mean": 0.5816872721970684, "iqa_koniq10k_min": 0.5816872721970684, "iqa_koniq10k_max": 0.5816872721970684, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999998741 }, { "lang": "la", "score": 1.2591614718479295e-13 }, { "lang": "nl", "score": 1.036098336723201e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8435492515563965 }, { "lang": "ru", "score": 0.007123718503862619 }, { "lang": "te", "score": 0.005520125851035118 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.438907083838877, "iqa_v2_live_min": 0.438907083838877, "iqa_v2_live_max": 0.438907083838877, "iqa_v2_csiq_mean": 0.591373860836029, "iqa_v2_csiq_min": 0.591373860836029, "iqa_v2_csiq_max": 0.591373860836029, "iqa_v2_tid2013_mean": 0.32349634170532227, "iqa_v2_tid2013_min": 0.32349634170532227, "iqa_v2_tid2013_max": 0.32349634170532227, "iqa_v2_kadid10k_mean": 0.401611328125, "iqa_v2_kadid10k_min": 0.401611328125, "iqa_v2_kadid10k_max": 0.401611328125, "iqa_v2_flive_mean": 0.622680972320865, "iqa_v2_flive_min": 0.622680972320865, "iqa_v2_flive_max": 0.622680972320865, "iqa_v2_spaq_mean": 0.29439567797111743, "iqa_v2_spaq_min": 0.29439567797111743, "iqa_v2_spaq_max": 0.29439567797111743, "iqa_v2_clive_mean": 0.29626098786941685, "iqa_v2_clive_min": 0.29626098786941685, "iqa_v2_clive_max": 0.29626098786941685, "iqa_v2_koniq10k_mean": 0.5816872721970684, "iqa_v2_koniq10k_min": 0.5816872721970684, "iqa_v2_koniq10k_max": 0.5816872721970684, "imdecont": { "jpg": 0.46154075860977173 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.46154075860977173, "imdecont_mean": 0.46154075860977173, "imdecont_min": 0.46154075860977173, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.90625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.90625, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.90625, "clip_score_dfn_public_prev_turn_only_min": 3.041015625, "clip_score_dfn_public_prev_turn_only_mean": 3.041015625, "clip_score_dfn_public_prev_turn_only_max": 3.041015625, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.65625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.65625, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.65625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.3125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.3125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.3125, "clip_score_clip_vitl14_224_next_turn_only_min": 26.65625, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.65625, "clip_score_clip_vitl14_224_next_turn_only_max": 26.65625, "clip_score_dfn_public_next_turn_only_min": 1.4228515625, "clip_score_dfn_public_next_turn_only_mean": 1.4228515625, "clip_score_dfn_public_next_turn_only_max": 1.4228515625, "clip_score_siglip2_b16_224_next_turn_only_min": -2.0859375, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.0859375, "clip_score_siglip2_b16_224_next_turn_only_max": -2.0859375, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.484375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.484375, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.25, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.25, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.25, "clip_score_dfn_public_prev_and_next_turn_min": 3.384765625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.384765625, "clip_score_dfn_public_prev_and_next_turn_max": 3.384765625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.140625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.140625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.140625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.90625, "im_height": { "jpg": 1504 }, "im_height_mean": 1504.0, "im_height_min": 1504, "im_height_max": 1504, "im_width": { "jpg": 2939 }, "im_width_mean": 2939.0, "im_width_min": 2939, "im_width_max": 2939, "im_ar": { "jpg": 1.9541 }, "im_ar_mean": 1.9541, "im_ar_min": 1.9541, "im_ar_max": 1.9541, "im_kilobytes": { "jpg": 12949.97 }, "im_kilobytes_mean": 12949.97, "im_kilobytes_min": 12949.97, "im_kilobytes_max": 12949.97, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 197.01 }, "im_clarity_mean": 197.01, "im_clarity_min": 197.01, "im_clarity_max": 197.01, "im_luma": { "jpg": 240.87 }, "im_luma_mean": 240.87, "im_luma_min": 240.87, "im_luma_max": 240.87, "im_saturation": { "jpg": 40.18 }, "im_saturation_mean": 40.18, "im_saturation_min": 40.18, "im_saturation_max": 40.18, "im_entropy": { "jpg": 1.58 }, "im_entropy_mean": 1.58, "im_entropy_min": 1.58, "im_entropy_max": 1.58, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999998741, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.2591614718479295e-13, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 1.036098336723201e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8435492515563965, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007123718503862619, "language_detection_annotation_nllb_2_lan": "te", "language_detection_annotation_nllb_2_score": 0.005520125851035118, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9929186701774597, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.4424397945404053, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996669292449951, "text_quality_nvidia_edu_nemotron4_score": 1.96484375, "text_quality_nvidia_edu_mixtral_score": 1.9296875, "text_quality_dclmbaseline_fasttext_score": 0.9996635913848877, "text_quality_dolma3_fasttext_score": 0.9977851510047913, "custom_fasttext_val_fasttext_score": 0.0009395480155944824, "custom_fasttext_core_fasttext_score": 0.00012135505676269531, "custom_fasttext_val_clean_fasttext_score": 0.008222997188568115, "custom_fasttext_core_clean_fasttext_score": 0.0012769699096679688, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.328125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.34375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.015625, "within_sample_repetition_detection": 8.0 }, "17": { "detoxify": 1, "length_chars": 1645, "length_tokens": 2421, "length_tokens_text_only": 629, "length_tokens_trainable_only": 483, "length_images": 1, "iqa_live_mean": 0.3958199626267558, "iqa_live_min": 0.3958199626267558, "iqa_live_max": 0.3958199626267558, "iqa_csiq_mean": 0.518925130367279, "iqa_csiq_min": 0.518925130367279, "iqa_csiq_max": 0.518925130367279, "iqa_tid2013_mean": 0.30863089031643337, "iqa_tid2013_min": 0.30863089031643337, "iqa_tid2013_max": 0.30863089031643337, "iqa_kadid10k_mean": 0.4017333984375, "iqa_kadid10k_min": 0.4017333984375, "iqa_kadid10k_max": 0.4017333984375, "iqa_flive_mean": 0.5910561301491478, "iqa_flive_min": 0.5910561301491478, "iqa_flive_max": 0.5910561301491478, "iqa_spaq_mean": 0.2775080517084912, "iqa_spaq_min": 0.2775080517084912, "iqa_spaq_max": 0.2775080517084912, "iqa_clive_mean": 0.35797184645527547, "iqa_clive_min": 0.35797184645527547, "iqa_clive_max": 0.35797184645527547, "iqa_koniq10k_mean": 0.6340862620960583, "iqa_koniq10k_min": 0.6340862620960583, "iqa_koniq10k_max": 0.6340862620960583, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 9.972571356366402e-22 }, { "lang": "eo", "score": 1.0127387662641947e-24 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8469006419181824 }, { "lang": "vi", "score": 0.006668453104794025 }, { "lang": "ru", "score": 0.0054748281836509705 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3958199626267558, "iqa_v2_live_min": 0.3958199626267558, "iqa_v2_live_max": 0.3958199626267558, "iqa_v2_csiq_mean": 0.518925130367279, "iqa_v2_csiq_min": 0.518925130367279, "iqa_v2_csiq_max": 0.518925130367279, "iqa_v2_tid2013_mean": 0.30863089031643337, "iqa_v2_tid2013_min": 0.30863089031643337, "iqa_v2_tid2013_max": 0.30863089031643337, "iqa_v2_kadid10k_mean": 0.4017333984375, "iqa_v2_kadid10k_min": 0.4017333984375, "iqa_v2_kadid10k_max": 0.4017333984375, "iqa_v2_flive_mean": 0.5910561301491478, "iqa_v2_flive_min": 0.5910561301491478, "iqa_v2_flive_max": 0.5910561301491478, "iqa_v2_spaq_mean": 0.2775080517084912, "iqa_v2_spaq_min": 0.2775080517084912, "iqa_v2_spaq_max": 0.2775080517084912, "iqa_v2_clive_mean": 0.35797184645527547, "iqa_v2_clive_min": 0.35797184645527547, "iqa_v2_clive_max": 0.35797184645527547, "iqa_v2_koniq10k_mean": 0.6340862620960583, "iqa_v2_koniq10k_min": 0.6340862620960583, "iqa_v2_koniq10k_max": 0.6340862620960583, "imdecont": { "jpg": 0.41225528717041016 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.41225528717041016, "imdecont_mean": 0.41225528717041016, "imdecont_min": 0.41225528717041016, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.3125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.3125, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.3125, "clip_score_dfn_public_prev_turn_only_min": 4.23046875, "clip_score_dfn_public_prev_turn_only_mean": 4.23046875, "clip_score_dfn_public_prev_turn_only_max": 4.23046875, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.109375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.109375, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.109375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.84375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.84375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.84375, "clip_score_clip_vitl14_224_next_turn_only_min": 22.140625, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.140625, "clip_score_clip_vitl14_224_next_turn_only_max": 22.140625, "clip_score_dfn_public_next_turn_only_min": 2.353515625, "clip_score_dfn_public_next_turn_only_mean": 2.353515625, "clip_score_dfn_public_next_turn_only_max": 2.353515625, "clip_score_siglip2_b16_224_next_turn_only_min": -1.015625, "clip_score_siglip2_b16_224_next_turn_only_mean": -1.015625, "clip_score_siglip2_b16_224_next_turn_only_max": -1.015625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.8125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.8125, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.3125, "clip_score_dfn_public_prev_and_next_turn_min": 4.23046875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.23046875, "clip_score_dfn_public_prev_and_next_turn_max": 4.23046875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.890625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.890625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.890625, "im_height": { "jpg": 3393 }, "im_height_mean": 3393.0, "im_height_min": 3393, "im_height_max": 3393, "im_width": { "jpg": 2154 }, "im_width_mean": 2154.0, "im_width_min": 2154, "im_width_max": 2154, "im_ar": { "jpg": 0.6348 }, "im_ar_mean": 0.6348, "im_ar_min": 0.6348, "im_ar_max": 0.6348, "im_kilobytes": { "jpg": 21411.69 }, "im_kilobytes_mean": 21411.69, "im_kilobytes_min": 21411.69, "im_kilobytes_max": 21411.69, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 169.46 }, "im_clarity_mean": 169.46, "im_clarity_min": 169.46, "im_clarity_max": 169.46, "im_luma": { "jpg": 245.95 }, "im_luma_mean": 245.95, "im_luma_min": 245.95, "im_luma_max": 245.95, "im_saturation": { "jpg": 12.81 }, "im_saturation_mean": 12.81, "im_saturation_min": 12.81, "im_saturation_max": 12.81, "im_entropy": { "jpg": 1.14 }, "im_entropy_mean": 1.14, "im_entropy_min": 1.14, "im_entropy_max": 1.14, "unifilter_score_qwen2_5_1_5b": 1.9794921875, "unifilter_score_qwen3_0_6b": 0.69140625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 9.972571356366402e-22, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.0127387662641947e-24, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8469006419181824, "language_detection_annotation_nllb_1_lan": "vi", "language_detection_annotation_nllb_1_score": 0.006668453104794025, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.0054748281836509705, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9940350651741028, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.46561285853385925, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997228980064392, "text_quality_nvidia_edu_nemotron4_score": 2.009765625, "text_quality_nvidia_edu_mixtral_score": 1.7626953125, "text_quality_dclmbaseline_fasttext_score": 0.9987046122550964, "text_quality_dolma3_fasttext_score": 0.9901491403579712, "custom_fasttext_val_fasttext_score": 0.01666569709777832, "custom_fasttext_core_fasttext_score": 0.0018432140350341797, "custom_fasttext_val_clean_fasttext_score": 0.002489030361175537, "custom_fasttext_core_clean_fasttext_score": 0.0005058050155639648, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.1015625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0859375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.015625, "within_sample_repetition_detection": 7.0 }, "28": { "detoxify": 1, "length_chars": 958, "length_tokens": 2155, "length_tokens_text_only": 363, "length_tokens_trainable_only": 237, "length_images": 1, "iqa_live_mean": 0.39037488686918, "iqa_live_min": 0.39037488686918, "iqa_live_max": 0.39037488686918, "iqa_csiq_mean": 0.505314290523529, "iqa_csiq_min": 0.505314290523529, "iqa_csiq_max": 0.505314290523529, "iqa_tid2013_mean": 0.2632749875386556, "iqa_tid2013_min": 0.2632749875386556, "iqa_tid2013_max": 0.2632749875386556, "iqa_kadid10k_mean": 0.2027587890625, "iqa_kadid10k_min": 0.2027587890625, "iqa_kadid10k_max": 0.2027587890625, "iqa_flive_mean": 0.6221384375986427, "iqa_flive_min": 0.6221384375986427, "iqa_flive_max": 0.6221384375986427, "iqa_spaq_mean": 0.26093608201152146, "iqa_spaq_min": 0.26093608201152146, "iqa_spaq_max": 0.26093608201152146, "iqa_clive_mean": 0.31251730100073, "iqa_clive_min": 0.31251730100073, "iqa_clive_max": 0.31251730100073, "iqa_koniq10k_mean": 0.6544460720486112, "iqa_koniq10k_min": 0.6544460720486112, "iqa_koniq10k_max": 0.6544460720486112, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999994 }, { "lang": "la", "score": 5.91209387293381e-16 }, { "lang": "eo", "score": 1.2992268844923273e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8513792157173157 }, { "lang": "ru", "score": 0.007422861643135548 }, { "lang": "ja", "score": 0.005814855452626944 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.39037488686918, "iqa_v2_live_min": 0.39037488686918, "iqa_v2_live_max": 0.39037488686918, "iqa_v2_csiq_mean": 0.505314290523529, "iqa_v2_csiq_min": 0.505314290523529, "iqa_v2_csiq_max": 0.505314290523529, "iqa_v2_tid2013_mean": 0.2632749875386556, "iqa_v2_tid2013_min": 0.2632749875386556, "iqa_v2_tid2013_max": 0.2632749875386556, "iqa_v2_kadid10k_mean": 0.2027587890625, "iqa_v2_kadid10k_min": 0.2027587890625, "iqa_v2_kadid10k_max": 0.2027587890625, "iqa_v2_flive_mean": 0.6221384375986427, "iqa_v2_flive_min": 0.6221384375986427, "iqa_v2_flive_max": 0.6221384375986427, "iqa_v2_spaq_mean": 0.26093608201152146, "iqa_v2_spaq_min": 0.26093608201152146, "iqa_v2_spaq_max": 0.26093608201152146, "iqa_v2_clive_mean": 0.31251730100073, "iqa_v2_clive_min": 0.31251730100073, "iqa_v2_clive_max": 0.31251730100073, "iqa_v2_koniq10k_mean": 0.6544460720486112, "iqa_v2_koniq10k_min": 0.6544460720486112, "iqa_v2_koniq10k_max": 0.6544460720486112, "imdecont": { "jpg": 0.49930131435394287 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.49930131435394287, "imdecont_mean": 0.49930131435394287, "imdecont_min": 0.49930131435394287, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.078125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.078125, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.078125, "clip_score_dfn_public_prev_turn_only_min": 4.015625, "clip_score_dfn_public_prev_turn_only_mean": 4.015625, "clip_score_dfn_public_prev_turn_only_max": 4.015625, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.171875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.171875, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.171875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.296875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.296875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.296875, "clip_score_clip_vitl14_224_next_turn_only_min": 28.296875, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.296875, "clip_score_clip_vitl14_224_next_turn_only_max": 28.296875, "clip_score_dfn_public_next_turn_only_min": 2.916015625, "clip_score_dfn_public_next_turn_only_mean": 2.916015625, "clip_score_dfn_public_next_turn_only_max": 2.916015625, "clip_score_siglip2_b16_224_next_turn_only_min": 0.890625, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.890625, "clip_score_siglip2_b16_224_next_turn_only_max": 0.890625, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.3125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.3125, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.078125, "clip_score_dfn_public_prev_and_next_turn_min": 4.015625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.015625, "clip_score_dfn_public_prev_and_next_turn_max": 4.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.65625, "im_height": { "jpg": 2664 }, "im_height_mean": 2664.0, "im_height_min": 2664, "im_height_max": 2664, "im_width": { "jpg": 1804 }, "im_width_mean": 1804.0, "im_width_min": 1804, "im_width_max": 1804, "im_ar": { "jpg": 0.6772 }, "im_ar_mean": 0.6772, "im_ar_min": 0.6772, "im_ar_max": 0.6772, "im_kilobytes": { "jpg": 14079.66 }, "im_kilobytes_mean": 14079.66, "im_kilobytes_min": 14079.66, "im_kilobytes_max": 14079.66, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 120.93 }, "im_clarity_mean": 120.93, "im_clarity_min": 120.93, "im_clarity_max": 120.93, "im_luma": { "jpg": 190.81 }, "im_luma_mean": 190.81, "im_luma_min": 190.81, "im_luma_max": 190.81, "im_saturation": { "jpg": 92.1 }, "im_saturation_mean": 92.1, "im_saturation_min": 92.1, "im_saturation_max": 92.1, "im_entropy": { "jpg": 1.83 }, "im_entropy_mean": 1.83, "im_entropy_min": 1.83, "im_entropy_max": 1.83, "unifilter_score_qwen2_5_1_5b": -0.275146484375, "unifilter_score_qwen3_0_6b": 1.2431640625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999994, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 5.91209387293381e-16, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.2992268844923273e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8513792157173157, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007422861643135548, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.005814855452626944, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.994040310382843, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6688027381896973, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997219443321228, "text_quality_nvidia_edu_nemotron4_score": 2.48046875, "text_quality_nvidia_edu_mixtral_score": 2.40625, "text_quality_dclmbaseline_fasttext_score": 0.999146044254303, "text_quality_dolma3_fasttext_score": 0.9991656541824341, "custom_fasttext_val_fasttext_score": 0.0020723938941955566, "custom_fasttext_core_fasttext_score": 7.05718994140625e-05, "custom_fasttext_val_clean_fasttext_score": 0.0021881461143493652, "custom_fasttext_core_clean_fasttext_score": 9.083747863769531e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.2421875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.3984375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.15625, "within_sample_repetition_detection": 8.0 }, "21": { "detoxify": 1, "length_chars": 905, "length_tokens": 2217, "length_tokens_text_only": 425, "length_tokens_trainable_only": 301, "length_images": 1, "iqa_live_mean": 0.4865120396469578, "iqa_live_min": 0.4865120396469578, "iqa_live_max": 0.4865120396469578, "iqa_csiq_mean": 0.601383626461029, "iqa_csiq_min": 0.601383626461029, "iqa_csiq_max": 0.601383626461029, "iqa_tid2013_mean": 0.3717819319831, "iqa_tid2013_min": 0.3717819319831, "iqa_tid2013_max": 0.3717819319831, "iqa_kadid10k_mean": 0.45556640625, "iqa_kadid10k_min": 0.45556640625, "iqa_kadid10k_max": 0.45556640625, "iqa_flive_mean": 0.6373664008246528, "iqa_flive_min": 0.6373664008246528, "iqa_flive_max": 0.6373664008246528, "iqa_spaq_mean": 0.43304782443576395, "iqa_spaq_min": 0.43304782443576395, "iqa_spaq_max": 0.43304782443576395, "iqa_clive_mean": 0.5408159121118411, "iqa_clive_min": 0.5408159121118411, "iqa_clive_max": 0.5408159121118411, "iqa_koniq10k_mean": 0.6511316781092172, "iqa_koniq10k_min": 0.6511316781092172, "iqa_koniq10k_max": 0.6511316781092172, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 3.658028142903391e-20 }, { "lang": "tl", "score": 3.843228602311051e-27 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8296532034873962 }, { "lang": "pt", "score": 0.007820606231689453 }, { "lang": "ro", "score": 0.007221203297376633 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.4865120396469578, "iqa_v2_live_min": 0.4865120396469578, "iqa_v2_live_max": 0.4865120396469578, "iqa_v2_csiq_mean": 0.601383626461029, "iqa_v2_csiq_min": 0.601383626461029, "iqa_v2_csiq_max": 0.601383626461029, "iqa_v2_tid2013_mean": 0.3717819319831, "iqa_v2_tid2013_min": 0.3717819319831, "iqa_v2_tid2013_max": 0.3717819319831, "iqa_v2_kadid10k_mean": 0.45556640625, "iqa_v2_kadid10k_min": 0.45556640625, "iqa_v2_kadid10k_max": 0.45556640625, "iqa_v2_flive_mean": 0.6373664008246528, "iqa_v2_flive_min": 0.6373664008246528, "iqa_v2_flive_max": 0.6373664008246528, "iqa_v2_spaq_mean": 0.43304782443576395, "iqa_v2_spaq_min": 0.43304782443576395, "iqa_v2_spaq_max": 0.43304782443576395, "iqa_v2_clive_mean": 0.5408159121118411, "iqa_v2_clive_min": 0.5408159121118411, "iqa_v2_clive_max": 0.5408159121118411, "iqa_v2_koniq10k_mean": 0.6511316781092172, "iqa_v2_koniq10k_min": 0.6511316781092172, "iqa_v2_koniq10k_max": 0.6511316781092172, "imdecont": { "jpg": 0.558293879032135 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.558293879032135, "imdecont_mean": 0.558293879032135, "imdecont_min": 0.558293879032135, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.640625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.640625, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.640625, "clip_score_dfn_public_prev_turn_only_min": 4.01953125, "clip_score_dfn_public_prev_turn_only_mean": 4.01953125, "clip_score_dfn_public_prev_turn_only_max": 4.01953125, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.578125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.578125, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.578125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.03125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.03125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.03125, "clip_score_clip_vitl14_224_next_turn_only_min": 27.25, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.25, "clip_score_clip_vitl14_224_next_turn_only_max": 27.25, "clip_score_dfn_public_next_turn_only_min": 1.607421875, "clip_score_dfn_public_next_turn_only_mean": 1.607421875, "clip_score_dfn_public_next_turn_only_max": 1.607421875, "clip_score_siglip2_b16_224_next_turn_only_min": 0.53125, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.53125, "clip_score_siglip2_b16_224_next_turn_only_max": 0.53125, "clip_score_longclip_vitl14_224_next_turn_only_min": 28.171875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 28.171875, "clip_score_longclip_vitl14_224_next_turn_only_max": 28.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.640625, "clip_score_dfn_public_prev_and_next_turn_min": 4.01953125, "clip_score_dfn_public_prev_and_next_turn_mean": 4.01953125, "clip_score_dfn_public_prev_and_next_turn_max": 4.01953125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.578125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.578125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 28.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.078125, "im_height": { "jpg": 1368 }, "im_height_mean": 1368.0, "im_height_min": 1368, "im_height_max": 1368, "im_width": { "jpg": 1971 }, "im_width_mean": 1971.0, "im_width_min": 1971, "im_width_max": 1971, "im_ar": { "jpg": 1.4408 }, "im_ar_mean": 1.4408, "im_ar_min": 1.4408, "im_ar_max": 1.4408, "im_kilobytes": { "jpg": 7899.4 }, "im_kilobytes_mean": 7899.4, "im_kilobytes_min": 7899.4, "im_kilobytes_max": 7899.4, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 215.47 }, "im_clarity_mean": 215.47, "im_clarity_min": 215.47, "im_clarity_max": 215.47, "im_luma": { "jpg": 215.06 }, "im_luma_mean": 215.06, "im_luma_min": 215.06, "im_luma_max": 215.06, "im_saturation": { "jpg": 38.11 }, "im_saturation_mean": 38.11, "im_saturation_min": 38.11, "im_saturation_max": 38.11, "im_entropy": { "jpg": 1.94 }, "im_entropy_mean": 1.94, "im_entropy_min": 1.94, "im_entropy_max": 1.94, "unifilter_score_qwen2_5_1_5b": -0.31494140625, "unifilter_score_qwen3_0_6b": -0.2064208984375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.658028142903391e-20, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 3.843228602311051e-27, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8296532034873962, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.007820606231689453, "language_detection_annotation_nllb_2_lan": "ro", "language_detection_annotation_nllb_2_score": 0.007221203297376633, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9872751235961914, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6118837594985962, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996846914291382, "text_quality_nvidia_edu_nemotron4_score": 2.3359375, "text_quality_nvidia_edu_mixtral_score": 2.328125, "text_quality_dclmbaseline_fasttext_score": 0.9999899864196777, "text_quality_dolma3_fasttext_score": 0.9999884366989136, "custom_fasttext_val_fasttext_score": 0.0006660223007202148, "custom_fasttext_core_fasttext_score": 4.088878631591797e-05, "custom_fasttext_val_clean_fasttext_score": 0.0005860328674316406, "custom_fasttext_core_clean_fasttext_score": 0.00022655725479125977, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0859375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0390625, "within_sample_repetition_detection": 4.0 }, "34": { "detoxify": 1, "length_chars": 710, "length_tokens": 3597, "length_tokens_text_only": 269, "length_tokens_trainable_only": 182, "length_images": 1, "iqa_live_mean": 0.5439023489903921, "iqa_live_min": 0.5439023489903921, "iqa_live_max": 0.5439023489903921, "iqa_csiq_mean": 0.677555501461029, "iqa_csiq_min": 0.677555501461029, "iqa_csiq_max": 0.677555501461029, "iqa_tid2013_mean": 0.4132858382331, "iqa_tid2013_min": 0.4132858382331, "iqa_tid2013_max": 0.4132858382331, "iqa_kadid10k_mean": 0.4029541015625, "iqa_kadid10k_min": 0.4029541015625, "iqa_kadid10k_max": 0.4029541015625, "iqa_flive_mean": 0.7101770266137942, "iqa_flive_min": 0.7101770266137942, "iqa_flive_max": 0.7101770266137942, "iqa_spaq_mean": 0.5069311893347538, "iqa_spaq_min": 0.5069311893347538, "iqa_spaq_max": 0.5069311893347538, "iqa_clive_mean": 0.4576404070613361, "iqa_clive_min": 0.4576404070613361, "iqa_clive_max": 0.4576404070613361, "iqa_koniq10k_mean": 0.629982726742523, "iqa_koniq10k_min": 0.629982726742523, "iqa_koniq10k_max": 0.629982726742523, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999995768 }, { "lang": "la", "score": 4.232108588221745e-13 }, { "lang": "eo", "score": 3.4298793863518245e-20 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8693921566009521 }, { "lang": "vi", "score": 0.006376264151185751 }, { "lang": "ru", "score": 0.005872303154319525 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5439023489903921, "iqa_v2_live_min": 0.5439023489903921, "iqa_v2_live_max": 0.5439023489903921, "iqa_v2_csiq_mean": 0.677555501461029, "iqa_v2_csiq_min": 0.677555501461029, "iqa_v2_csiq_max": 0.677555501461029, "iqa_v2_tid2013_mean": 0.4132858382331, "iqa_v2_tid2013_min": 0.4132858382331, "iqa_v2_tid2013_max": 0.4132858382331, "iqa_v2_kadid10k_mean": 0.4029541015625, "iqa_v2_kadid10k_min": 0.4029541015625, "iqa_v2_kadid10k_max": 0.4029541015625, "iqa_v2_flive_mean": 0.7101770266137942, "iqa_v2_flive_min": 0.7101770266137942, "iqa_v2_flive_max": 0.7101770266137942, "iqa_v2_spaq_mean": 0.5069311893347538, "iqa_v2_spaq_min": 0.5069311893347538, "iqa_v2_spaq_max": 0.5069311893347538, "iqa_v2_clive_mean": 0.4576404070613361, "iqa_v2_clive_min": 0.4576404070613361, "iqa_v2_clive_max": 0.4576404070613361, "iqa_v2_koniq10k_mean": 0.629982726742523, "iqa_v2_koniq10k_min": 0.629982726742523, "iqa_v2_koniq10k_max": 0.629982726742523, "imdecont": { "jpg": 0.4709261655807495 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.4709261655807495, "imdecont_mean": 0.4709261655807495, "imdecont_min": 0.4709261655807495, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.953125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.953125, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.953125, "clip_score_dfn_public_prev_turn_only_min": 4.24609375, "clip_score_dfn_public_prev_turn_only_mean": 4.24609375, "clip_score_dfn_public_prev_turn_only_max": 4.24609375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.484375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.484375, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.484375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.8125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.8125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.8125, "clip_score_clip_vitl14_224_next_turn_only_min": 30.171875, "clip_score_clip_vitl14_224_next_turn_only_mean": 30.171875, "clip_score_clip_vitl14_224_next_turn_only_max": 30.171875, "clip_score_dfn_public_next_turn_only_min": 4.7109375, "clip_score_dfn_public_next_turn_only_mean": 4.7109375, "clip_score_dfn_public_next_turn_only_max": 4.7109375, "clip_score_siglip2_b16_224_next_turn_only_min": 2.03125, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.03125, "clip_score_siglip2_b16_224_next_turn_only_max": 2.03125, "clip_score_longclip_vitl14_224_next_turn_only_min": 27.375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 27.375, "clip_score_longclip_vitl14_224_next_turn_only_max": 27.375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.859375, "clip_score_dfn_public_prev_and_next_turn_min": 4.44140625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.44140625, "clip_score_dfn_public_prev_and_next_turn_max": 4.44140625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.078125, "im_height": { "jpg": 1093 }, "im_height_mean": 1093.0, "im_height_min": 1093, "im_height_max": 1093, "im_width": { "jpg": 871 }, "im_width_mean": 871.0, "im_width_min": 871, "im_width_max": 871, "im_ar": { "jpg": 0.7969 }, "im_ar_mean": 0.7969, "im_ar_min": 0.7969, "im_ar_max": 0.7969, "im_kilobytes": { "jpg": 2789.07 }, "im_kilobytes_mean": 2789.07, "im_kilobytes_min": 2789.07, "im_kilobytes_max": 2789.07, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 336.93 }, "im_clarity_mean": 336.93, "im_clarity_min": 336.93, "im_clarity_max": 336.93, "im_luma": { "jpg": 192.61 }, "im_luma_mean": 192.61, "im_luma_min": 192.61, "im_luma_max": 192.61, "im_saturation": { "jpg": 68.51 }, "im_saturation_mean": 68.51, "im_saturation_min": 68.51, "im_saturation_max": 68.51, "im_entropy": { "jpg": 1.68 }, "im_entropy_mean": 1.68, "im_entropy_min": 1.68, "im_entropy_max": 1.68, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999995768, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.232108588221745e-13, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 3.4298793863518245e-20, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8693921566009521, "language_detection_annotation_nllb_1_lan": "vi", "language_detection_annotation_nllb_1_score": 0.006376264151185751, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.005872303154319525, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9841610789299011, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8953529000282288, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9994420409202576, "text_quality_nvidia_edu_nemotron4_score": 2.693359375, "text_quality_nvidia_edu_mixtral_score": 2.591796875, "text_quality_dclmbaseline_fasttext_score": 0.9999967813491821, "text_quality_dolma3_fasttext_score": 0.9999635219573975, "custom_fasttext_val_fasttext_score": 0.0006848573684692383, "custom_fasttext_core_fasttext_score": 2.384185791015625e-05, "custom_fasttext_val_clean_fasttext_score": 0.004571199417114258, "custom_fasttext_core_clean_fasttext_score": 0.00035262107849121094, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.234375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.359375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.125, "within_sample_repetition_detection": 5.0 }, "35": { "detoxify": 1, "length_chars": 557, "length_tokens": 2563, "length_tokens_text_only": 259, "length_tokens_trainable_only": 178, "length_images": 1, "iqa_live_mean": 0.5501760232328163, "iqa_live_min": 0.5501760232328163, "iqa_live_max": 0.5501760232328163, "iqa_csiq_mean": 0.657535970211029, "iqa_csiq_min": 0.657535970211029, "iqa_csiq_max": 0.657535970211029, "iqa_tid2013_mean": 0.3807880083719889, "iqa_tid2013_min": 0.3807880083719889, "iqa_tid2013_max": 0.3807880083719889, "iqa_kadid10k_mean": 0.48828125, "iqa_kadid10k_min": 0.48828125, "iqa_kadid10k_max": 0.48828125, "iqa_flive_mean": 0.6689246591895518, "iqa_flive_min": 0.6689246591895518, "iqa_flive_max": 0.6689246591895518, "iqa_spaq_mean": 0.4381772436276831, "iqa_spaq_min": 0.4381772436276831, "iqa_spaq_max": 0.4381772436276831, "iqa_clive_mean": 0.5152280017583057, "iqa_clive_min": 0.5152280017583057, "iqa_clive_max": 0.5152280017583057, "iqa_koniq10k_mean": 0.6784359710385102, "iqa_koniq10k_min": 0.6784359710385102, "iqa_koniq10k_max": 0.6784359710385102, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999547393 }, { "lang": "la", "score": 4.4650678007579365e-11 }, { "lang": "de", "score": 5.849202308728665e-13 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8509575724601746 }, { "lang": "ru", "score": 0.006636829115450382 }, { "lang": "tr", "score": 0.006098834797739983 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5501760232328163, "iqa_v2_live_min": 0.5501760232328163, "iqa_v2_live_max": 0.5501760232328163, "iqa_v2_csiq_mean": 0.657535970211029, "iqa_v2_csiq_min": 0.657535970211029, "iqa_v2_csiq_max": 0.657535970211029, "iqa_v2_tid2013_mean": 0.3807880083719889, "iqa_v2_tid2013_min": 0.3807880083719889, "iqa_v2_tid2013_max": 0.3807880083719889, "iqa_v2_kadid10k_mean": 0.48828125, "iqa_v2_kadid10k_min": 0.48828125, "iqa_v2_kadid10k_max": 0.48828125, "iqa_v2_flive_mean": 0.6689246591895518, "iqa_v2_flive_min": 0.6689246591895518, "iqa_v2_flive_max": 0.6689246591895518, "iqa_v2_spaq_mean": 0.4381772436276831, "iqa_v2_spaq_min": 0.4381772436276831, "iqa_v2_spaq_max": 0.4381772436276831, "iqa_v2_clive_mean": 0.5152280017583057, "iqa_v2_clive_min": 0.5152280017583057, "iqa_v2_clive_max": 0.5152280017583057, "iqa_v2_koniq10k_mean": 0.6784359710385102, "iqa_v2_koniq10k_min": 0.6784359710385102, "iqa_v2_koniq10k_max": 0.6784359710385102, "imdecont": { "jpg": 0.5688037276268005 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.5688037276268005, "imdecont_mean": 0.5688037276268005, "imdecont_min": 0.5688037276268005, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.125, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.125, "clip_score_dfn_public_prev_turn_only_min": 3.232421875, "clip_score_dfn_public_prev_turn_only_mean": 3.232421875, "clip_score_dfn_public_prev_turn_only_max": 3.232421875, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.875, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.203125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.203125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.203125, "clip_score_clip_vitl14_224_next_turn_only_min": 27.09375, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.09375, "clip_score_clip_vitl14_224_next_turn_only_max": 27.09375, "clip_score_dfn_public_next_turn_only_min": 3.169921875, "clip_score_dfn_public_next_turn_only_mean": 3.169921875, "clip_score_dfn_public_next_turn_only_max": 3.169921875, "clip_score_siglip2_b16_224_next_turn_only_min": 3.421875, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.421875, "clip_score_siglip2_b16_224_next_turn_only_max": 3.421875, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.984375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.984375, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.59375, "clip_score_dfn_public_prev_and_next_turn_min": 4.31640625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.31640625, "clip_score_dfn_public_prev_and_next_turn_max": 4.31640625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.046875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.046875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.375, "im_height": { "jpg": 2610 }, "im_height_mean": 2610.0, "im_height_min": 2610, "im_height_max": 2610, "im_width": { "jpg": 1414 }, "im_width_mean": 1414.0, "im_width_min": 1414, "im_width_max": 1414, "im_ar": { "jpg": 0.5418 }, "im_ar_mean": 0.5418, "im_ar_min": 0.5418, "im_ar_max": 0.5418, "im_kilobytes": { "jpg": 10812.13 }, "im_kilobytes_mean": 10812.13, "im_kilobytes_min": 10812.13, "im_kilobytes_max": 10812.13, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 160.22 }, "im_clarity_mean": 160.22, "im_clarity_min": 160.22, "im_clarity_max": 160.22, "im_luma": { "jpg": 230.99 }, "im_luma_mean": 230.99, "im_luma_min": 230.99, "im_luma_max": 230.99, "im_saturation": { "jpg": 31.71 }, "im_saturation_mean": 31.71, "im_saturation_min": 31.71, "im_saturation_max": 31.71, "im_entropy": { "jpg": 1.45 }, "im_entropy_mean": 1.45, "im_entropy_min": 1.45, "im_entropy_max": 1.45, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999547393, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.4650678007579365e-11, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 5.849202308728665e-13, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8509575724601746, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006636829115450382, "language_detection_annotation_nllb_2_lan": "tr", "language_detection_annotation_nllb_2_score": 0.006098834797739983, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9872874021530151, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7369546890258789, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9978863596916199, "text_quality_nvidia_edu_nemotron4_score": 2.583984375, "text_quality_nvidia_edu_mixtral_score": 2.251953125, "text_quality_dclmbaseline_fasttext_score": 0.9999701976776123, "text_quality_dolma3_fasttext_score": 0.9990993738174438, "custom_fasttext_val_fasttext_score": 0.0012562870979309082, "custom_fasttext_core_fasttext_score": 1.895427703857422e-05, "custom_fasttext_val_clean_fasttext_score": 0.013213098049163818, "custom_fasttext_core_clean_fasttext_score": 0.0009288191795349121, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.2890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.3984375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.109375, "within_sample_repetition_detection": 7.0 }, "32": { "detoxify": 1, "length_chars": 557, "length_tokens": 1532, "length_tokens_text_only": 252, "length_tokens_trainable_only": 157, "length_images": 1, "iqa_live_mean": 0.46802640202069523, "iqa_live_min": 0.46802640202069523, "iqa_live_max": 0.46802640202069523, "iqa_csiq_mean": 0.650089681148529, "iqa_csiq_min": 0.650089681148529, "iqa_csiq_max": 0.650089681148529, "iqa_tid2013_mean": 0.3064607514275445, "iqa_tid2013_min": 0.3064607514275445, "iqa_tid2013_max": 0.3064607514275445, "iqa_kadid10k_mean": 0.2803955078125, "iqa_kadid10k_min": 0.2803955078125, "iqa_kadid10k_max": 0.2803955078125, "iqa_flive_mean": 0.6246834186592488, "iqa_flive_min": 0.6246834186592488, "iqa_flive_max": 0.6246834186592488, "iqa_spaq_mean": 0.4357309052438447, "iqa_spaq_min": 0.4357309052438447, "iqa_spaq_max": 0.4357309052438447, "iqa_clive_mean": 0.43814861413204315, "iqa_clive_min": 0.43814861413204315, "iqa_clive_max": 0.43814861413204315, "iqa_koniq10k_mean": 0.5521733833081794, "iqa_koniq10k_min": 0.5521733833081794, "iqa_koniq10k_max": 0.5521733833081794, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999981837247912 }, { "lang": "la", "score": 1.8162731985284756e-06 }, { "lang": "eo", "score": 1.6173983075612311e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8459177017211914 }, { "lang": "ru", "score": 0.009751432575285435 }, { "lang": "nl", "score": 0.006377714686095715 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.46798694494998816, "iqa_v2_live_min": 0.46798694494998816, "iqa_v2_live_max": 0.46798694494998816, "iqa_v2_csiq_mean": 0.650089681148529, "iqa_v2_csiq_min": 0.650089681148529, "iqa_v2_csiq_max": 0.650089681148529, "iqa_v2_tid2013_mean": 0.3064607514275445, "iqa_v2_tid2013_min": 0.3064607514275445, "iqa_v2_tid2013_max": 0.3064607514275445, "iqa_v2_kadid10k_mean": 0.2803955078125, "iqa_v2_kadid10k_min": 0.2803955078125, "iqa_v2_kadid10k_max": 0.2803955078125, "iqa_v2_flive_mean": 0.6247031471946023, "iqa_v2_flive_min": 0.6247031471946023, "iqa_v2_flive_max": 0.6247031471946023, "iqa_v2_spaq_mean": 0.43569144817313765, "iqa_v2_spaq_min": 0.43569144817313765, "iqa_v2_spaq_max": 0.43569144817313765, "iqa_v2_clive_mean": 0.4383458994855785, "iqa_v2_clive_min": 0.4383458994855785, "iqa_v2_clive_max": 0.4383458994855785, "iqa_v2_koniq10k_mean": 0.5521733833081794, "iqa_v2_koniq10k_min": 0.5521733833081794, "iqa_v2_koniq10k_max": 0.5521733833081794, "imdecont": { "jpg": 0.5342003107070923 }, "imdecont_image_match": { "jpg": 206611 }, "imdecont_max": 0.5342003107070923, "imdecont_mean": 0.5342003107070923, "imdecont_min": 0.5342003107070923, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.5625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.5625, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.5625, "clip_score_dfn_public_prev_turn_only_min": 4.05078125, "clip_score_dfn_public_prev_turn_only_mean": 4.05078125, "clip_score_dfn_public_prev_turn_only_max": 4.05078125, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.640625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.640625, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.640625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.828125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.828125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.828125, "clip_score_clip_vitl14_224_next_turn_only_min": 31.375, "clip_score_clip_vitl14_224_next_turn_only_mean": 31.375, "clip_score_clip_vitl14_224_next_turn_only_max": 31.375, "clip_score_dfn_public_next_turn_only_min": 2.1171875, "clip_score_dfn_public_next_turn_only_mean": 2.1171875, "clip_score_dfn_public_next_turn_only_max": 2.1171875, "clip_score_siglip2_b16_224_next_turn_only_min": 2.1875, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.1875, "clip_score_siglip2_b16_224_next_turn_only_max": 2.1875, "clip_score_longclip_vitl14_224_next_turn_only_min": 28.09375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 28.09375, "clip_score_longclip_vitl14_224_next_turn_only_max": 28.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.859375, "clip_score_dfn_public_prev_and_next_turn_min": 4.328125, "clip_score_dfn_public_prev_and_next_turn_mean": 4.328125, "clip_score_dfn_public_prev_and_next_turn_max": 4.328125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.0625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.0625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.0625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.984375, "im_height": { "jpg": 2773 }, "im_height_mean": 2773.0, "im_height_min": 2773, "im_height_max": 2773, "im_width": { "jpg": 661 }, "im_width_mean": 661.0, "im_width_min": 661, "im_width_max": 661, "im_ar": { "jpg": 0.2384 }, "im_ar_mean": 0.2384, "im_ar_min": 0.2384, "im_ar_max": 0.2384, "im_kilobytes": { "jpg": 5369.98 }, "im_kilobytes_mean": 5369.98, "im_kilobytes_min": 5369.98, "im_kilobytes_max": 5369.98, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 271.98 }, "im_clarity_mean": 271.98, "im_clarity_min": 271.98, "im_clarity_max": 271.98, "im_luma": { "jpg": 206.33 }, "im_luma_mean": 206.33, "im_luma_min": 206.33, "im_luma_max": 206.33, "im_saturation": { "jpg": 56.32 }, "im_saturation_mean": 56.32, "im_saturation_min": 56.32, "im_saturation_max": 56.32, "im_entropy": { "jpg": 1.96 }, "im_entropy_mean": 1.96, "im_entropy_min": 1.96, "im_entropy_max": 1.96, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999981837247912, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.8162731985284756e-06, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.6173983075612311e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8459177017211914, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.009751432575285435, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.006377714686095715, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9891178011894226, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6538116931915283, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997194409370422, "text_quality_nvidia_edu_nemotron4_score": 2.109375, "text_quality_nvidia_edu_mixtral_score": 1.8369140625, "text_quality_dclmbaseline_fasttext_score": 0.996029794216156, "text_quality_dolma3_fasttext_score": 0.9945316314697266, "custom_fasttext_val_fasttext_score": 0.0006046295166015625, "custom_fasttext_core_fasttext_score": 2.1457672119140625e-06, "custom_fasttext_val_clean_fasttext_score": 0.0013378262519836426, "custom_fasttext_core_clean_fasttext_score": 0.0001443624496459961, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.3515625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1171875, "within_sample_repetition_detection": 4.0 }, "38": { "detoxify": 1, "length_chars": 569, "length_tokens": 3600, "length_tokens_text_only": 272, "length_tokens_trainable_only": 144, "length_images": 1, "iqa_live_mean": 0.40536857373786694, "iqa_live_min": 0.40536857373786694, "iqa_live_max": 0.40536857373786694, "iqa_csiq_mean": 0.558414876461029, "iqa_csiq_min": 0.558414876461029, "iqa_csiq_max": 0.558414876461029, "iqa_tid2013_mean": 0.3517081472608778, "iqa_tid2013_min": 0.3517081472608778, "iqa_tid2013_max": 0.3517081472608778, "iqa_kadid10k_mean": 0.50146484375, "iqa_kadid10k_min": 0.50146484375, "iqa_kadid10k_max": 0.50146484375, "iqa_flive_mean": 0.6656694508562185, "iqa_flive_min": 0.6656694508562185, "iqa_flive_max": 0.6656694508562185, "iqa_spaq_mean": 0.3978521173650569, "iqa_spaq_min": 0.3978521173650569, "iqa_spaq_max": 0.3978521173650569, "iqa_clive_mean": 0.31362209898052795, "iqa_clive_min": 0.31362209898052795, "iqa_clive_max": 0.31362209898052795, "iqa_koniq10k_mean": 0.6793829407354799, "iqa_koniq10k_min": 0.6793829407354799, "iqa_koniq10k_max": 0.6793829407354799, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999987137 }, { "lang": "la", "score": 1.284969031613985e-12 }, { "lang": "tl", "score": 1.2009021020238965e-15 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7926610708236694 }, { "lang": "es", "score": 0.00982870627194643 }, { "lang": "fa", "score": 0.008710658177733421 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.40536857373786694, "iqa_v2_live_min": 0.40536857373786694, "iqa_v2_live_max": 0.40536857373786694, "iqa_v2_csiq_mean": 0.558414876461029, "iqa_v2_csiq_min": 0.558414876461029, "iqa_v2_csiq_max": 0.558414876461029, "iqa_v2_tid2013_mean": 0.3517081472608778, "iqa_v2_tid2013_min": 0.3517081472608778, "iqa_v2_tid2013_max": 0.3517081472608778, "iqa_v2_kadid10k_mean": 0.50146484375, "iqa_v2_kadid10k_min": 0.50146484375, "iqa_v2_kadid10k_max": 0.50146484375, "iqa_v2_flive_mean": 0.6656694508562185, "iqa_v2_flive_min": 0.6656694508562185, "iqa_v2_flive_max": 0.6656694508562185, "iqa_v2_spaq_mean": 0.3978521173650569, "iqa_v2_spaq_min": 0.3978521173650569, "iqa_v2_spaq_max": 0.3978521173650569, "iqa_v2_clive_mean": 0.31362209898052795, "iqa_v2_clive_min": 0.31362209898052795, "iqa_v2_clive_max": 0.31362209898052795, "iqa_v2_koniq10k_mean": 0.6793829407354799, "iqa_v2_koniq10k_min": 0.6793829407354799, "iqa_v2_koniq10k_max": 0.6793829407354799, "imdecont": { "jpg": 0.4050462245941162 }, "imdecont_image_match": { "jpg": 202423 }, "imdecont_max": 0.4050462245941162, "imdecont_mean": 0.4050462245941162, "imdecont_min": 0.4050462245941162, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.421875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.421875, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.421875, "clip_score_dfn_public_prev_turn_only_min": 2.025390625, "clip_score_dfn_public_prev_turn_only_mean": 2.025390625, "clip_score_dfn_public_prev_turn_only_max": 2.025390625, "clip_score_siglip2_b16_224_prev_turn_only_min": -3.6484375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -3.6484375, "clip_score_siglip2_b16_224_prev_turn_only_max": -3.6484375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.53125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.53125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.53125, "clip_score_clip_vitl14_224_next_turn_only_min": 24.8125, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.8125, "clip_score_clip_vitl14_224_next_turn_only_max": 24.8125, "clip_score_dfn_public_next_turn_only_min": 3.751953125, "clip_score_dfn_public_next_turn_only_mean": 3.751953125, "clip_score_dfn_public_next_turn_only_max": 3.751953125, "clip_score_siglip2_b16_224_next_turn_only_min": -3.5859375, "clip_score_siglip2_b16_224_next_turn_only_mean": -3.5859375, "clip_score_siglip2_b16_224_next_turn_only_max": -3.5859375, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.34375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.34375, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.421875, "clip_score_dfn_public_prev_and_next_turn_min": 2.025390625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.025390625, "clip_score_dfn_public_prev_and_next_turn_max": 2.025390625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.6484375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.6484375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.6484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.6875, "im_height": { "jpg": 1247 }, "im_height_mean": 1247.0, "im_height_min": 1247, "im_height_max": 1247, "im_width": { "jpg": 988 }, "im_width_mean": 988.0, "im_width_min": 988, "im_width_max": 988, "im_ar": { "jpg": 0.7923 }, "im_ar_mean": 0.7923, "im_ar_min": 0.7923, "im_ar_max": 0.7923, "im_kilobytes": { "jpg": 3609.48 }, "im_kilobytes_mean": 3609.48, "im_kilobytes_min": 3609.48, "im_kilobytes_max": 3609.48, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 202.8 }, "im_clarity_mean": 202.8, "im_clarity_min": 202.8, "im_clarity_max": 202.8, "im_luma": { "jpg": 241.04 }, "im_luma_mean": 241.04, "im_luma_min": 241.04, "im_luma_max": 241.04, "im_saturation": { "jpg": 31.45 }, "im_saturation_mean": 31.45, "im_saturation_min": 31.45, "im_saturation_max": 31.45, "im_entropy": { "jpg": 1.2 }, "im_entropy_mean": 1.2, "im_entropy_min": 1.2, "im_entropy_max": 1.2, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999987137, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.284969031613985e-12, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.2009021020238965e-15, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7926610708236694, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.00982870627194643, "language_detection_annotation_nllb_2_lan": "fa", "language_detection_annotation_nllb_2_score": 0.008710658177733421, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9842117428779602, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8536500930786133, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997857213020325, "text_quality_nvidia_edu_nemotron4_score": 2.373046875, "text_quality_nvidia_edu_mixtral_score": 2.255859375, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.009452998638153076, "custom_fasttext_core_fasttext_score": 0.0006740093231201172, "custom_fasttext_val_clean_fasttext_score": 0.01396554708480835, "custom_fasttext_core_clean_fasttext_score": 0.011141180992126465, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.65625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.03125, "within_sample_repetition_detection": 6.0 }, "33": { "detoxify": 1, "length_chars": 1151, "length_tokens": 3068, "length_tokens_text_only": 508, "length_tokens_trainable_only": 345, "length_images": 1, "iqa_live_mean": 0.35360085843789446, "iqa_live_min": 0.35360085843789446, "iqa_live_max": 0.35360085843789446, "iqa_csiq_mean": 0.49799007177352905, "iqa_csiq_min": 0.49799007177352905, "iqa_csiq_max": 0.49799007177352905, "iqa_tid2013_mean": 0.3101499875386556, "iqa_tid2013_min": 0.3101499875386556, "iqa_tid2013_max": 0.3101499875386556, "iqa_kadid10k_mean": 0.3521728515625, "iqa_kadid10k_min": 0.3521728515625, "iqa_kadid10k_max": 0.3521728515625, "iqa_flive_mean": 0.5719983649976326, "iqa_flive_min": 0.5719983649976326, "iqa_flive_max": 0.5719983649976326, "iqa_spaq_mean": 0.22652951635495583, "iqa_spaq_min": 0.22652951635495583, "iqa_spaq_max": 0.22652951635495583, "iqa_clive_mean": 0.30999204847547746, "iqa_clive_min": 0.30999204847547746, "iqa_clive_max": 0.30999204847547746, "iqa_koniq10k_mean": 0.6165673227021189, "iqa_koniq10k_min": 0.6165673227021189, "iqa_koniq10k_max": 0.6165673227021189, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999998325 }, { "lang": "la", "score": 1.6756781539653406e-13 }, { "lang": "tl", "score": 2.1916854485754885e-24 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8087186217308044 }, { "lang": "es", "score": 0.007878145202994347 }, { "lang": "ru", "score": 0.007415871135890484 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.35360085843789446, "iqa_v2_live_min": 0.35360085843789446, "iqa_v2_live_max": 0.35360085843789446, "iqa_v2_csiq_mean": 0.49799007177352905, "iqa_v2_csiq_min": 0.49799007177352905, "iqa_v2_csiq_max": 0.49799007177352905, "iqa_v2_tid2013_mean": 0.3101499875386556, "iqa_v2_tid2013_min": 0.3101499875386556, "iqa_v2_tid2013_max": 0.3101499875386556, "iqa_v2_kadid10k_mean": 0.3521728515625, "iqa_v2_kadid10k_min": 0.3521728515625, "iqa_v2_kadid10k_max": 0.3521728515625, "iqa_v2_flive_mean": 0.5719983649976326, "iqa_v2_flive_min": 0.5719983649976326, "iqa_v2_flive_max": 0.5719983649976326, "iqa_v2_spaq_mean": 0.22652951635495583, "iqa_v2_spaq_min": 0.22652951635495583, "iqa_v2_spaq_max": 0.22652951635495583, "iqa_v2_clive_mean": 0.30999204847547746, "iqa_v2_clive_min": 0.30999204847547746, "iqa_v2_clive_max": 0.30999204847547746, "iqa_v2_koniq10k_mean": 0.6165673227021189, "iqa_v2_koniq10k_min": 0.6165673227021189, "iqa_v2_koniq10k_max": 0.6165673227021189, "imdecont": { "jpg": 0.4537351131439209 }, "imdecont_image_match": { "jpg": 74872 }, "imdecont_max": 0.4537351131439209, "imdecont_mean": 0.4537351131439209, "imdecont_min": 0.4537351131439209, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.046875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.046875, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.046875, "clip_score_dfn_public_prev_turn_only_min": 3.189453125, "clip_score_dfn_public_prev_turn_only_mean": 3.189453125, "clip_score_dfn_public_prev_turn_only_max": 3.189453125, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.90625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.90625, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.90625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.78125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.78125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.78125, "clip_score_clip_vitl14_224_next_turn_only_min": 26.203125, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.203125, "clip_score_clip_vitl14_224_next_turn_only_max": 26.203125, "clip_score_dfn_public_next_turn_only_min": 2.923828125, "clip_score_dfn_public_next_turn_only_mean": 2.923828125, "clip_score_dfn_public_next_turn_only_max": 2.923828125, "clip_score_siglip2_b16_224_next_turn_only_min": -0.234375, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.234375, "clip_score_siglip2_b16_224_next_turn_only_max": -0.234375, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.828125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.828125, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.046875, "clip_score_dfn_public_prev_and_next_turn_min": 3.189453125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.189453125, "clip_score_dfn_public_prev_and_next_turn_max": 3.189453125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.90625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.90625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.796875, "im_height": { "jpg": 2853 }, "im_height_mean": 2853.0, "im_height_min": 2853, "im_height_max": 2853, "im_width": { "jpg": 2829 }, "im_width_mean": 2829.0, "im_width_min": 2829, "im_width_max": 2829, "im_ar": { "jpg": 0.9916 }, "im_ar_mean": 0.9916, "im_ar_min": 0.9916, "im_ar_max": 0.9916, "im_kilobytes": { "jpg": 23645.91 }, "im_kilobytes_mean": 23645.91, "im_kilobytes_min": 23645.91, "im_kilobytes_max": 23645.91, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 99.42 }, "im_clarity_mean": 99.42, "im_clarity_min": 99.42, "im_clarity_max": 99.42, "im_luma": { "jpg": 237.96 }, "im_luma_mean": 237.96, "im_luma_min": 237.96, "im_luma_max": 237.96, "im_saturation": { "jpg": 18.15 }, "im_saturation_mean": 18.15, "im_saturation_min": 18.15, "im_saturation_max": 18.15, "im_entropy": { "jpg": 1.14 }, "im_entropy_mean": 1.14, "im_entropy_min": 1.14, "im_entropy_max": 1.14, "unifilter_score_qwen2_5_1_5b": -0.9931640625, "unifilter_score_qwen3_0_6b": 0.45751953125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999998325, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.6756781539653406e-13, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 2.1916854485754885e-24, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8087186217308044, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.007878145202994347, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.007415871135890484, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9941399097442627, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5806879997253418, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9984411597251892, "text_quality_nvidia_edu_nemotron4_score": 2.10546875, "text_quality_nvidia_edu_mixtral_score": 2.009765625, "text_quality_dclmbaseline_fasttext_score": 0.999996542930603, "text_quality_dolma3_fasttext_score": 0.9996243715286255, "custom_fasttext_val_fasttext_score": 0.018756866455078125, "custom_fasttext_core_fasttext_score": 0.0008422136306762695, "custom_fasttext_val_clean_fasttext_score": 0.019627928733825684, "custom_fasttext_core_clean_fasttext_score": 0.005123496055603027, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.21875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.03125, "within_sample_repetition_detection": 7.0 }, "20": { "detoxify": 1, "length_chars": 591, "length_tokens": 2586, "length_tokens_text_only": 282, "length_tokens_trainable_only": 178, "length_images": 1, "iqa_live_mean": 0.48376977323281645, "iqa_live_min": 0.48376977323281645, "iqa_live_max": 0.48376977323281645, "iqa_csiq_mean": 0.666202962398529, "iqa_csiq_min": 0.666202962398529, "iqa_csiq_max": 0.666202962398529, "iqa_tid2013_mean": 0.3023374875386556, "iqa_tid2013_min": 0.3023374875386556, "iqa_tid2013_max": 0.3023374875386556, "iqa_kadid10k_mean": 0.3668212890625, "iqa_kadid10k_min": 0.3668212890625, "iqa_kadid10k_max": 0.3668212890625, "iqa_flive_mean": 0.6202938195430872, "iqa_flive_min": 0.6202938195430872, "iqa_flive_max": 0.6202938195430872, "iqa_spaq_mean": 0.43624384716303666, "iqa_spaq_min": 0.43624384716303666, "iqa_spaq_max": 0.43624384716303666, "iqa_clive_mean": 0.49331946324820475, "iqa_clive_min": 0.49331946324820475, "iqa_clive_max": 0.49331946324820475, "iqa_koniq10k_mean": 0.5616430802778765, "iqa_koniq10k_min": 0.5616430802778765, "iqa_koniq10k_max": 0.5616430802778765, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999998563678 }, { "lang": "la", "score": 1.436321992933501e-10 }, { "lang": "eo", "score": 3.3934519201363595e-18 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.804514467716217 }, { "lang": "ru", "score": 0.009326213039457798 }, { "lang": "es", "score": 0.006946007255464792 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.4837895017681699, "iqa_v2_live_min": 0.4837895017681699, "iqa_v2_live_max": 0.4837895017681699, "iqa_v2_csiq_mean": 0.666202962398529, "iqa_v2_csiq_min": 0.666202962398529, "iqa_v2_csiq_max": 0.666202962398529, "iqa_v2_tid2013_mean": 0.3024459944831, "iqa_v2_tid2013_min": 0.3024459944831, "iqa_v2_tid2013_max": 0.3024459944831, "iqa_v2_kadid10k_mean": 0.3668212890625, "iqa_v2_kadid10k_min": 0.3668212890625, "iqa_v2_kadid10k_max": 0.3668212890625, "iqa_v2_flive_mean": 0.6202938195430872, "iqa_v2_flive_min": 0.6202938195430872, "iqa_v2_flive_max": 0.6202938195430872, "iqa_v2_spaq_mean": 0.4361649330216225, "iqa_v2_spaq_min": 0.4361649330216225, "iqa_v2_spaq_max": 0.4361649330216225, "iqa_v2_clive_mean": 0.4932405491067906, "iqa_v2_clive_min": 0.4932405491067906, "iqa_v2_clive_max": 0.4932405491067906, "iqa_v2_koniq10k_mean": 0.5616430802778765, "iqa_v2_koniq10k_min": 0.5616430802778765, "iqa_v2_koniq10k_max": 0.5616430802778765, "imdecont": { "jpg": 0.4943079948425293 }, "imdecont_image_match": { "jpg": 206444 }, "imdecont_max": 0.4943079948425293, "imdecont_mean": 0.4943079948425293, "imdecont_min": 0.4943079948425293, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.734375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.734375, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.734375, "clip_score_dfn_public_prev_turn_only_min": 3.3203125, "clip_score_dfn_public_prev_turn_only_mean": 3.3203125, "clip_score_dfn_public_prev_turn_only_max": 3.3203125, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.140625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.140625, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.140625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.90625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.90625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.90625, "clip_score_clip_vitl14_224_next_turn_only_min": 23.921875, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.921875, "clip_score_clip_vitl14_224_next_turn_only_max": 23.921875, "clip_score_dfn_public_next_turn_only_min": 1.0537109375, "clip_score_dfn_public_next_turn_only_mean": 1.0537109375, "clip_score_dfn_public_next_turn_only_max": 1.0537109375, "clip_score_siglip2_b16_224_next_turn_only_min": -1.15625, "clip_score_siglip2_b16_224_next_turn_only_mean": -1.15625, "clip_score_siglip2_b16_224_next_turn_only_max": -1.15625, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.671875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.671875, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.671875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.90625, "clip_score_dfn_public_prev_and_next_turn_min": 3.671875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.671875, "clip_score_dfn_public_prev_and_next_turn_max": 3.671875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.9765625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.9765625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.9765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.6875, "im_height": { "jpg": 1500 }, "im_height_mean": 1500.0, "im_height_min": 1500, "im_height_max": 1500, "im_width": { "jpg": 708 }, "im_width_mean": 708.0, "im_width_min": 708, "im_width_max": 708, "im_ar": { "jpg": 0.472 }, "im_ar_mean": 0.472, "im_ar_min": 0.472, "im_ar_max": 0.472, "im_kilobytes": { "jpg": 3111.33 }, "im_kilobytes_mean": 3111.33, "im_kilobytes_min": 3111.33, "im_kilobytes_max": 3111.33, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 348.43 }, "im_clarity_mean": 348.43, "im_clarity_min": 348.43, "im_clarity_max": 348.43, "im_luma": { "jpg": 207.66 }, "im_luma_mean": 207.66, "im_luma_min": 207.66, "im_luma_max": 207.66, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 1.43 }, "im_entropy_mean": 1.43, "im_entropy_min": 1.43, "im_entropy_max": 1.43, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999998563678, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.436321992933501e-10, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 3.3934519201363595e-18, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.804514467716217, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.009326213039457798, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.006946007255464792, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9879414439201355, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6449330449104309, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996551275253296, "text_quality_nvidia_edu_nemotron4_score": 2.322265625, "text_quality_nvidia_edu_mixtral_score": 2.017578125, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0004470348358154297, "custom_fasttext_core_fasttext_score": 2.014636993408203e-05, "custom_fasttext_val_clean_fasttext_score": 0.0021947622299194336, "custom_fasttext_core_clean_fasttext_score": 0.0005017518997192383, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.2421875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.390625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1484375, "within_sample_repetition_detection": 7.0 }, "39": { "detoxify": 1, "length_chars": 389, "length_tokens": 3510, "length_tokens_text_only": 182, "length_tokens_trainable_only": 84, "length_images": 1, "iqa_live_mean": 0.39195316969746286, "iqa_live_min": 0.39195316969746286, "iqa_live_max": 0.39195316969746286, "iqa_csiq_mean": 0.549259603023529, "iqa_csiq_min": 0.549259603023529, "iqa_csiq_max": 0.549259603023529, "iqa_tid2013_mean": 0.3333704736497667, "iqa_tid2013_min": 0.3333704736497667, "iqa_tid2013_max": 0.3333704736497667, "iqa_kadid10k_mean": 0.4310302734375, "iqa_kadid10k_min": 0.4310302734375, "iqa_kadid10k_max": 0.4310302734375, "iqa_flive_mean": 0.6430247913707386, "iqa_flive_min": 0.6430247913707386, "iqa_flive_max": 0.6430247913707386, "iqa_spaq_mean": 0.39027635978929925, "iqa_spaq_min": 0.39027635978929925, "iqa_spaq_max": 0.39027635978929925, "iqa_clive_mean": 0.3656265181724472, "iqa_clive_min": 0.3656265181724472, "iqa_clive_max": 0.3656265181724472, "iqa_koniq10k_mean": 0.6369271326546718, "iqa_koniq10k_min": 0.6369271326546718, "iqa_koniq10k_max": 0.6369271326546718, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999993342 }, { "lang": "la", "score": 6.658094925707483e-13 }, { "lang": "fr", "score": 7.884161516013297e-19 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8440684676170349 }, { "lang": "es", "score": 0.008419052697718143 }, { "lang": "th", "score": 0.007156269624829292 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.39195316969746286, "iqa_v2_live_min": 0.39195316969746286, "iqa_v2_live_max": 0.39195316969746286, "iqa_v2_csiq_mean": 0.549259603023529, "iqa_v2_csiq_min": 0.549259603023529, "iqa_v2_csiq_max": 0.549259603023529, "iqa_v2_tid2013_mean": 0.33347898059421116, "iqa_v2_tid2013_min": 0.33347898059421116, "iqa_v2_tid2013_max": 0.33347898059421116, "iqa_v2_kadid10k_mean": 0.4310302734375, "iqa_v2_kadid10k_min": 0.4310302734375, "iqa_v2_kadid10k_max": 0.4310302734375, "iqa_v2_flive_mean": 0.6429643727312185, "iqa_v2_flive_min": 0.6429643727312185, "iqa_v2_flive_max": 0.6429643727312185, "iqa_v2_spaq_mean": 0.3901974456478851, "iqa_v2_spaq_min": 0.3901974456478851, "iqa_v2_spaq_max": 0.3901974456478851, "iqa_v2_clive_mean": 0.36578434645527547, "iqa_v2_clive_min": 0.36578434645527547, "iqa_v2_clive_max": 0.36578434645527547, "iqa_v2_koniq10k_mean": 0.6369271326546718, "iqa_v2_koniq10k_min": 0.6369271326546718, "iqa_v2_koniq10k_max": 0.6369271326546718, "imdecont": { "jpg": 0.48537635803222656 }, "imdecont_image_match": { "jpg": 86504 }, "imdecont_max": 0.48537635803222656, "imdecont_mean": 0.48537635803222656, "imdecont_min": 0.48537635803222656, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.6875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.6875, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.6875, "clip_score_dfn_public_prev_turn_only_min": 3.3828125, "clip_score_dfn_public_prev_turn_only_mean": 3.3828125, "clip_score_dfn_public_prev_turn_only_max": 3.3828125, "clip_score_siglip2_b16_224_prev_turn_only_min": -2.140625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.140625, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.140625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.03125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.03125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.03125, "clip_score_clip_vitl14_224_next_turn_only_min": 27.09375, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.09375, "clip_score_clip_vitl14_224_next_turn_only_max": 27.09375, "clip_score_dfn_public_next_turn_only_min": 1.50390625, "clip_score_dfn_public_next_turn_only_mean": 1.50390625, "clip_score_dfn_public_next_turn_only_max": 1.50390625, "clip_score_siglip2_b16_224_next_turn_only_min": 1.984375, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.984375, "clip_score_siglip2_b16_224_next_turn_only_max": 1.984375, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.078125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.078125, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.984375, "clip_score_dfn_public_prev_and_next_turn_min": 3.046875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.046875, "clip_score_dfn_public_prev_and_next_turn_max": 3.046875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.9375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.9375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.375, "im_height": { "jpg": 1720 }, "im_height_mean": 1720.0, "im_height_min": 1720, "im_height_max": 1720, "im_width": { "jpg": 1296 }, "im_width_mean": 1296.0, "im_width_min": 1296, "im_width_max": 1296, "im_ar": { "jpg": 0.7535 }, "im_ar_mean": 0.7535, "im_ar_min": 0.7535, "im_ar_max": 0.7535, "im_kilobytes": { "jpg": 6530.62 }, "im_kilobytes_mean": 6530.62, "im_kilobytes_min": 6530.62, "im_kilobytes_max": 6530.62, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 149.55 }, "im_clarity_mean": 149.55, "im_clarity_min": 149.55, "im_clarity_max": 149.55, "im_luma": { "jpg": 220.93 }, "im_luma_mean": 220.93, "im_luma_min": 220.93, "im_luma_max": 220.93, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 1.23 }, "im_entropy_mean": 1.23, "im_entropy_min": 1.23, "im_entropy_max": 1.23, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999993342, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 6.658094925707483e-13, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 7.884161516013297e-19, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8440684676170349, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.008419052697718143, "language_detection_annotation_nllb_2_lan": "th", "language_detection_annotation_nllb_2_score": 0.007156269624829292, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9928247928619385, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.8293154835700989, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999545156955719, "text_quality_nvidia_edu_nemotron4_score": 1.86328125, "text_quality_nvidia_edu_mixtral_score": 1.7109375, "text_quality_dclmbaseline_fasttext_score": 0.99979168176651, "text_quality_dolma3_fasttext_score": 0.999840259552002, "custom_fasttext_val_fasttext_score": 0.0010502934455871582, "custom_fasttext_core_fasttext_score": 0.0001271963119506836, "custom_fasttext_val_clean_fasttext_score": 0.0013631582260131836, "custom_fasttext_core_clean_fasttext_score": 0.00038880109786987305, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.265625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.28125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.015625, "within_sample_repetition_detection": 4.0 }, "31": { "detoxify": 1, "length_chars": 363, "length_tokens": 2983, "length_tokens_text_only": 167, "length_tokens_trainable_only": 73, "length_images": 1, "iqa_live_mean": 0.5643805686873619, "iqa_live_min": 0.5643805686873619, "iqa_live_max": 0.5643805686873619, "iqa_csiq_mean": 0.710026204586029, "iqa_csiq_min": 0.710026204586029, "iqa_csiq_max": 0.710026204586029, "iqa_tid2013_mean": 0.4143709076775445, "iqa_tid2013_min": 0.4143709076775445, "iqa_tid2013_max": 0.4143709076775445, "iqa_kadid10k_mean": 0.53704833984375, "iqa_kadid10k_min": 0.53704833984375, "iqa_kadid10k_max": 0.53704833984375, "iqa_flive_mean": 0.6804855809067235, "iqa_flive_min": 0.6804855809067235, "iqa_flive_max": 0.6804855809067235, "iqa_spaq_mean": 0.5994777486781881, "iqa_spaq_min": 0.5994777486781881, "iqa_spaq_max": 0.5994777486781881, "iqa_clive_mean": 0.5854813161522452, "iqa_clive_min": 0.5854813161522452, "iqa_clive_max": 0.5854813161522452, "iqa_koniq10k_mean": 0.625563534823331, "iqa_koniq10k_min": 0.625563534823331, "iqa_koniq10k_max": 0.625563534823331, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999989377465304 }, { "lang": "la", "score": 1.0622499973729016e-06 }, { "lang": "tl", "score": 2.954888295446656e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7135048508644104 }, { "lang": "fr", "score": 0.015146522782742977 }, { "lang": "zh", "score": 0.013076165691018105 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5643805686873619, "iqa_v2_live_min": 0.5643805686873619, "iqa_v2_live_max": 0.5643805686873619, "iqa_v2_csiq_mean": 0.710026204586029, "iqa_v2_csiq_min": 0.710026204586029, "iqa_v2_csiq_max": 0.710026204586029, "iqa_v2_tid2013_mean": 0.4143709076775445, "iqa_v2_tid2013_min": 0.4143709076775445, "iqa_v2_tid2013_max": 0.4143709076775445, "iqa_v2_kadid10k_mean": 0.53704833984375, "iqa_v2_kadid10k_min": 0.53704833984375, "iqa_v2_kadid10k_max": 0.53704833984375, "iqa_v2_flive_mean": 0.6805053094420771, "iqa_v2_flive_min": 0.6805053094420771, "iqa_v2_flive_max": 0.6805053094420771, "iqa_v2_spaq_mean": 0.599398834536774, "iqa_v2_spaq_min": 0.599398834536774, "iqa_v2_spaq_max": 0.599398834536774, "iqa_v2_clive_mean": 0.5854813161522452, "iqa_v2_clive_min": 0.5854813161522452, "iqa_v2_clive_max": 0.5854813161522452, "iqa_v2_koniq10k_mean": 0.625563534823331, "iqa_v2_koniq10k_min": 0.625563534823331, "iqa_v2_koniq10k_max": 0.625563534823331, "imdecont": { "jpg": 0.4821213483810425 }, "imdecont_image_match": { "jpg": 256923 }, "imdecont_max": 0.4821213483810425, "imdecont_mean": 0.4821213483810425, "imdecont_min": 0.4821213483810425, "clip_score_clip_vitl14_224_prev_turn_only_min": 31.5, "clip_score_clip_vitl14_224_prev_turn_only_mean": 31.5, "clip_score_clip_vitl14_224_prev_turn_only_max": 31.5, "clip_score_dfn_public_prev_turn_only_min": 4.24609375, "clip_score_dfn_public_prev_turn_only_mean": 4.24609375, "clip_score_dfn_public_prev_turn_only_max": 4.24609375, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.65625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.65625, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.65625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.65625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.65625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.65625, "clip_score_clip_vitl14_224_next_turn_only_min": 29.515625, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.515625, "clip_score_clip_vitl14_224_next_turn_only_max": 29.515625, "clip_score_dfn_public_next_turn_only_min": 2.607421875, "clip_score_dfn_public_next_turn_only_mean": 2.607421875, "clip_score_dfn_public_next_turn_only_max": 2.607421875, "clip_score_siglip2_b16_224_next_turn_only_min": 1.84375, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.84375, "clip_score_siglip2_b16_224_next_turn_only_max": 1.84375, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.265625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.265625, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.734375, "clip_score_dfn_public_prev_and_next_turn_min": 4.3046875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.3046875, "clip_score_dfn_public_prev_and_next_turn_max": 4.3046875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.4375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.4375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.25, "im_height": { "jpg": 1168 }, "im_height_mean": 1168.0, "im_height_min": 1168, "im_height_max": 1168, "im_width": { "jpg": 518 }, "im_width_mean": 518.0, "im_width_min": 518, "im_width_max": 518, "im_ar": { "jpg": 0.4435 }, "im_ar_mean": 0.4435, "im_ar_min": 0.4435, "im_ar_max": 0.4435, "im_kilobytes": { "jpg": 1772.53 }, "im_kilobytes_mean": 1772.53, "im_kilobytes_min": 1772.53, "im_kilobytes_max": 1772.53, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 465.07 }, "im_clarity_mean": 465.07, "im_clarity_min": 465.07, "im_clarity_max": 465.07, "im_luma": { "jpg": 209.3 }, "im_luma_mean": 209.3, "im_luma_min": 209.3, "im_luma_max": 209.3, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 1.39 }, "im_entropy_mean": 1.39, "im_entropy_min": 1.39, "im_entropy_max": 1.39, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999989377465304, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.0622499973729016e-06, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 2.954888295446656e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7135048508644104, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.015146522782742977, "language_detection_annotation_nllb_2_lan": "zh", "language_detection_annotation_nllb_2_score": 0.013076165691018105, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9872989058494568, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.6118370890617371, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995750784873962, "text_quality_nvidia_edu_nemotron4_score": 1.83203125, "text_quality_nvidia_edu_mixtral_score": 1.5703125, "text_quality_dclmbaseline_fasttext_score": 0.9988903403282166, "text_quality_dolma3_fasttext_score": 0.9972432255744934, "custom_fasttext_val_fasttext_score": 0.0006579756736755371, "custom_fasttext_core_fasttext_score": 8.344650268554688e-06, "custom_fasttext_val_clean_fasttext_score": 0.0008345842361450195, "custom_fasttext_core_clean_fasttext_score": 0.00014066696166992188, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.359375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.390625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.03125, "within_sample_repetition_detection": 4.0 }, "29": { "detoxify": 1, "length_chars": 1071, "length_tokens": 2180, "length_tokens_text_only": 388, "length_tokens_trainable_only": 268, "length_images": 1, "iqa_live_mean": 0.5074736084600892, "iqa_live_min": 0.5074736084600892, "iqa_live_max": 0.5074736084600892, "iqa_csiq_mean": 0.655949056148529, "iqa_csiq_min": 0.655949056148529, "iqa_csiq_max": 0.655949056148529, "iqa_tid2013_mean": 0.3878409597608778, "iqa_tid2013_min": 0.3878409597608778, "iqa_tid2013_max": 0.3878409597608778, "iqa_kadid10k_mean": 0.3673095703125, "iqa_kadid10k_min": 0.3673095703125, "iqa_kadid10k_max": 0.3673095703125, "iqa_flive_mean": 0.6513120092526832, "iqa_flive_min": 0.6513120092526832, "iqa_flive_max": 0.6513120092526832, "iqa_spaq_mean": 0.4698020857994003, "iqa_spaq_min": 0.4698020857994003, "iqa_spaq_max": 0.4698020857994003, "iqa_clive_mean": 0.47589916653103304, "iqa_clive_min": 0.47589916653103304, "iqa_clive_max": 0.47589916653103304, "iqa_koniq10k_mean": 0.6225647974495937, "iqa_koniq10k_min": 0.6225647974495937, "iqa_koniq10k_max": 0.6225647974495937, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999999 }, { "lang": "la", "score": 1.205041531091163e-16 }, { "lang": "eo", "score": 1.2315969078028202e-22 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8931402564048767 }, { "lang": "ru", "score": 0.005565835162997246 }, { "lang": "vi", "score": 0.0037784401793032885 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5074933369954426, "iqa_v2_live_min": 0.5074933369954426, "iqa_v2_live_max": 0.5074933369954426, "iqa_v2_csiq_mean": 0.655949056148529, "iqa_v2_csiq_min": 0.655949056148529, "iqa_v2_csiq_max": 0.655949056148529, "iqa_v2_tid2013_mean": 0.3878409597608778, "iqa_v2_tid2013_min": 0.3878409597608778, "iqa_v2_tid2013_max": 0.3878409597608778, "iqa_v2_kadid10k_mean": 0.3675537109375, "iqa_v2_kadid10k_min": 0.3675537109375, "iqa_v2_kadid10k_max": 0.3675537109375, "iqa_v2_flive_mean": 0.6513958555279357, "iqa_v2_flive_min": 0.6513958555279357, "iqa_v2_flive_max": 0.6513958555279357, "iqa_v2_spaq_mean": 0.46978235726404677, "iqa_v2_spaq_min": 0.46978235726404677, "iqa_v2_spaq_max": 0.46978235726404677, "iqa_v2_clive_mean": 0.4759928770739623, "iqa_v2_clive_min": 0.4759928770739623, "iqa_v2_clive_max": 0.4759928770739623, "iqa_v2_koniq10k_mean": 0.6227226257324219, "iqa_v2_koniq10k_min": 0.6227226257324219, "iqa_v2_koniq10k_max": 0.6227226257324219, "imdecont": { "jpg": 0.5261528491973877 }, "imdecont_image_match": { "jpg": 206444 }, "imdecont_max": 0.5261528491973877, "imdecont_mean": 0.5261528491973877, "imdecont_min": 0.5261528491973877, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.078125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.078125, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.078125, "clip_score_dfn_public_prev_turn_only_min": 3.3125, "clip_score_dfn_public_prev_turn_only_mean": 3.3125, "clip_score_dfn_public_prev_turn_only_max": 3.3125, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.828125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.828125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.828125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.609375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.609375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.609375, "clip_score_clip_vitl14_224_next_turn_only_min": 29.734375, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.734375, "clip_score_clip_vitl14_224_next_turn_only_max": 29.734375, "clip_score_dfn_public_next_turn_only_min": 3.755859375, "clip_score_dfn_public_next_turn_only_mean": 3.755859375, "clip_score_dfn_public_next_turn_only_max": 3.755859375, "clip_score_siglip2_b16_224_next_turn_only_min": 0.875, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.875, "clip_score_siglip2_b16_224_next_turn_only_max": 0.875, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.1875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.1875, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.640625, "clip_score_dfn_public_prev_and_next_turn_min": 3.875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.875, "clip_score_dfn_public_prev_and_next_turn_max": 3.875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.296875, "im_height": { "jpg": 1835 }, "im_height_mean": 1835.0, "im_height_min": 1835, "im_height_max": 1835, "im_width": { "jpg": 1090 }, "im_width_mean": 1090.0, "im_width_min": 1090, "im_width_max": 1090, "im_ar": { "jpg": 0.594 }, "im_ar_mean": 0.594, "im_ar_min": 0.594, "im_ar_max": 0.594, "im_kilobytes": { "jpg": 5859.81 }, "im_kilobytes_mean": 5859.81, "im_kilobytes_min": 5859.81, "im_kilobytes_max": 5859.81, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 291.26 }, "im_clarity_mean": 291.26, "im_clarity_min": 291.26, "im_clarity_max": 291.26, "im_luma": { "jpg": 215.68 }, "im_luma_mean": 215.68, "im_luma_min": 215.68, "im_luma_max": 215.68, "im_saturation": { "jpg": 76.41 }, "im_saturation_mean": 76.41, "im_saturation_min": 76.41, "im_saturation_max": 76.41, "im_entropy": { "jpg": 2.01 }, "im_entropy_mean": 2.01, "im_entropy_min": 2.01, "im_entropy_max": 2.01, "unifilter_score_qwen2_5_1_5b": 0.1253662109375, "unifilter_score_qwen3_0_6b": 2.083984375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999999, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.205041531091163e-16, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.2315969078028202e-22, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8931402564048767, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005565835162997246, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.0037784401793032885, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.988017201423645, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8882542252540588, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996404647827148, "text_quality_nvidia_edu_nemotron4_score": 2.63671875, "text_quality_nvidia_edu_mixtral_score": 2.6953125, "text_quality_dclmbaseline_fasttext_score": 0.9999462366104126, "text_quality_dolma3_fasttext_score": 0.9998946189880371, "custom_fasttext_val_fasttext_score": 0.001175522804260254, "custom_fasttext_core_fasttext_score": 3.063678741455078e-05, "custom_fasttext_val_clean_fasttext_score": 0.00266420841217041, "custom_fasttext_core_clean_fasttext_score": 0.0002619624137878418, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.0703125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0703125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 7.0 }, "42": { "detoxify": 1, "length_chars": 1519, "length_tokens": 2415, "length_tokens_text_only": 623, "length_tokens_trainable_only": 452, "length_images": 1, "iqa_live_mean": 0.34649858571062175, "iqa_live_min": 0.34649858571062175, "iqa_live_max": 0.34649858571062175, "iqa_csiq_mean": 0.48859065771102905, "iqa_csiq_min": 0.48859065771102905, "iqa_csiq_max": 0.48859065771102905, "iqa_tid2013_mean": 0.3001673486497667, "iqa_tid2013_min": 0.3001673486497667, "iqa_tid2013_max": 0.3001673486497667, "iqa_kadid10k_mean": 0.3551025390625, "iqa_kadid10k_min": 0.3551025390625, "iqa_kadid10k_max": 0.3551025390625, "iqa_flive_mean": 0.5994604862097538, "iqa_flive_min": 0.5994604862097538, "iqa_flive_max": 0.5994604862097538, "iqa_spaq_mean": 0.258410829486269, "iqa_spaq_min": 0.258410829486269, "iqa_spaq_max": 0.258410829486269, "iqa_clive_mean": 0.3295627555461845, "iqa_clive_min": 0.3295627555461845, "iqa_clive_max": 0.3295627555461845, "iqa_koniq10k_mean": 0.6452920316445707, "iqa_koniq10k_min": 0.6452920316445707, "iqa_koniq10k_max": 0.6452920316445707, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 2.896023037787575e-17 }, { "lang": "eo", "score": 4.281231940004745e-28 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8362994194030762 }, { "lang": "ru", "score": 0.0070783523842692375 }, { "lang": "ja", "score": 0.006669165100902319 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.34649858571062175, "iqa_v2_live_min": 0.34649858571062175, "iqa_v2_live_max": 0.34649858571062175, "iqa_v2_csiq_mean": 0.48859065771102905, "iqa_v2_csiq_min": 0.48859065771102905, "iqa_v2_csiq_max": 0.48859065771102905, "iqa_v2_tid2013_mean": 0.3001673486497667, "iqa_v2_tid2013_min": 0.3001673486497667, "iqa_v2_tid2013_max": 0.3001673486497667, "iqa_v2_kadid10k_mean": 0.3551025390625, "iqa_v2_kadid10k_min": 0.3551025390625, "iqa_v2_kadid10k_max": 0.3551025390625, "iqa_v2_flive_mean": 0.5994604862097538, "iqa_v2_flive_min": 0.5994604862097538, "iqa_v2_flive_max": 0.5994604862097538, "iqa_v2_spaq_mean": 0.25856865776909727, "iqa_v2_spaq_min": 0.25856865776909727, "iqa_v2_spaq_max": 0.25856865776909727, "iqa_v2_clive_mean": 0.3295627555461845, "iqa_v2_clive_min": 0.3295627555461845, "iqa_v2_clive_max": 0.3295627555461845, "iqa_v2_koniq10k_mean": 0.6452920316445707, "iqa_v2_koniq10k_min": 0.6452920316445707, "iqa_v2_koniq10k_max": 0.6452920316445707, "imdecont": { "jpg": 0.4848341941833496 }, "imdecont_image_match": { "jpg": 204629 }, "imdecont_max": 0.4848341941833496, "imdecont_mean": 0.4848341941833496, "imdecont_min": 0.4848341941833496, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.8125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.8125, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.8125, "clip_score_dfn_public_prev_turn_only_min": 4.7734375, "clip_score_dfn_public_prev_turn_only_mean": 4.7734375, "clip_score_dfn_public_prev_turn_only_max": 4.7734375, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.859375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.859375, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.859375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.90625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.90625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.90625, "clip_score_clip_vitl14_224_next_turn_only_min": 24.046875, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.046875, "clip_score_clip_vitl14_224_next_turn_only_max": 24.046875, "clip_score_dfn_public_next_turn_only_min": 4.5703125, "clip_score_dfn_public_next_turn_only_mean": 4.5703125, "clip_score_dfn_public_next_turn_only_max": 4.5703125, "clip_score_siglip2_b16_224_next_turn_only_min": 0.234375, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.234375, "clip_score_siglip2_b16_224_next_turn_only_max": 0.234375, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.015625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.015625, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.015625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.8125, "clip_score_dfn_public_prev_and_next_turn_min": 4.7734375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.7734375, "clip_score_dfn_public_prev_and_next_turn_max": 4.7734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.859375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.859375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.796875, "im_height": { "jpg": 3209 }, "im_height_mean": 3209.0, "im_height_min": 3209, "im_height_max": 3209, "im_width": { "jpg": 2207 }, "im_width_mean": 2207.0, "im_width_min": 2207, "im_width_max": 2207, "im_ar": { "jpg": 0.6878 }, "im_ar_mean": 0.6878, "im_ar_min": 0.6878, "im_ar_max": 0.6878, "im_kilobytes": { "jpg": 20748.82 }, "im_kilobytes_mean": 20748.82, "im_kilobytes_min": 20748.82, "im_kilobytes_max": 20748.82, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 130.16 }, "im_clarity_mean": 130.16, "im_clarity_min": 130.16, "im_clarity_max": 130.16, "im_luma": { "jpg": 239.87 }, "im_luma_mean": 239.87, "im_luma_min": 239.87, "im_luma_max": 239.87, "im_saturation": { "jpg": 33.0 }, "im_saturation_mean": 33.0, "im_saturation_min": 33.0, "im_saturation_max": 33.0, "im_entropy": { "jpg": 1.33 }, "im_entropy_mean": 1.33, "im_entropy_min": 1.33, "im_entropy_max": 1.33, "unifilter_score_qwen2_5_1_5b": -1.87109375, "unifilter_score_qwen3_0_6b": -1.0859375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.896023037787575e-17, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 4.281231940004745e-28, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8362994194030762, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0070783523842692375, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.006669165100902319, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9935222268104553, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6744802594184875, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9993558526039124, "text_quality_nvidia_edu_nemotron4_score": 2.21875, "text_quality_nvidia_edu_mixtral_score": 2.15234375, "text_quality_dclmbaseline_fasttext_score": 0.9998270869255066, "text_quality_dolma3_fasttext_score": 0.9999911785125732, "custom_fasttext_val_fasttext_score": 0.0017946362495422363, "custom_fasttext_core_fasttext_score": 7.700920104980469e-05, "custom_fasttext_val_clean_fasttext_score": 0.005032360553741455, "custom_fasttext_core_clean_fasttext_score": 0.00046694278717041016, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.015625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.015625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 7.0 }, "41": { "detoxify": 1, "length_chars": 1238, "length_tokens": 2338, "length_tokens_text_only": 546, "length_tokens_trainable_only": 380, "length_images": 1, "iqa_live_mean": 0.45500556868736186, "iqa_live_min": 0.45500556868736186, "iqa_live_max": 0.45500556868736186, "iqa_csiq_mean": 0.571720540523529, "iqa_csiq_min": 0.571720540523529, "iqa_csiq_max": 0.571720540523529, "iqa_tid2013_mean": 0.3366256819831, "iqa_tid2013_min": 0.3366256819831, "iqa_tid2013_max": 0.3366256819831, "iqa_kadid10k_mean": 0.3641357421875, "iqa_kadid10k_min": 0.3641357421875, "iqa_kadid10k_max": 0.3641357421875, "iqa_flive_mean": 0.6668926200481377, "iqa_flive_min": 0.6668926200481377, "iqa_flive_max": 0.6668926200481377, "iqa_spaq_mean": 0.34671575372869323, "iqa_spaq_min": 0.34671575372869323, "iqa_spaq_max": 0.34671575372869323, "iqa_clive_mean": 0.37754255352598254, "iqa_clive_min": 0.37754255352598254, "iqa_clive_max": 0.37754255352598254, "iqa_koniq10k_mean": 0.6699132437657829, "iqa_koniq10k_min": 0.6699132437657829, "iqa_koniq10k_max": 0.6699132437657829, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.999999999795423 }, { "lang": "la", "score": 2.0457147927055985e-10 }, { "lang": "eo", "score": 4.743103661463473e-15 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7872642278671265 }, { "lang": "nl", "score": 0.009033940732479095 }, { "lang": "ru", "score": 0.009009106084704399 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.45500556868736186, "iqa_v2_live_min": 0.45500556868736186, "iqa_v2_live_max": 0.45500556868736186, "iqa_v2_csiq_mean": 0.571720540523529, "iqa_v2_csiq_min": 0.571720540523529, "iqa_v2_csiq_max": 0.571720540523529, "iqa_v2_tid2013_mean": 0.3366256819831, "iqa_v2_tid2013_min": 0.3366256819831, "iqa_v2_tid2013_max": 0.3366256819831, "iqa_v2_kadid10k_mean": 0.3641357421875, "iqa_v2_kadid10k_min": 0.3641357421875, "iqa_v2_kadid10k_max": 0.3641357421875, "iqa_v2_flive_mean": 0.6668926200481377, "iqa_v2_flive_min": 0.6668926200481377, "iqa_v2_flive_max": 0.6668926200481377, "iqa_v2_spaq_mean": 0.34671575372869323, "iqa_v2_spaq_min": 0.34671575372869323, "iqa_v2_spaq_max": 0.34671575372869323, "iqa_v2_clive_mean": 0.37754255352598254, "iqa_v2_clive_min": 0.37754255352598254, "iqa_v2_clive_max": 0.37754255352598254, "iqa_v2_koniq10k_mean": 0.6699132437657829, "iqa_v2_koniq10k_min": 0.6699132437657829, "iqa_v2_koniq10k_max": 0.6699132437657829, "imdecont": { "jpg": 0.5988258719444275 }, "imdecont_image_match": { "jpg": 204629 }, "imdecont_max": 0.5988258719444275, "imdecont_mean": 0.5988258719444275, "imdecont_min": 0.5988258719444275, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.125, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.125, "clip_score_dfn_public_prev_turn_only_min": 3.599609375, "clip_score_dfn_public_prev_turn_only_mean": 3.599609375, "clip_score_dfn_public_prev_turn_only_max": 3.599609375, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.875, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.03125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.03125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.03125, "clip_score_clip_vitl14_224_next_turn_only_min": 23.1875, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.1875, "clip_score_clip_vitl14_224_next_turn_only_max": 23.1875, "clip_score_dfn_public_next_turn_only_min": 2.0546875, "clip_score_dfn_public_next_turn_only_mean": 2.0546875, "clip_score_dfn_public_next_turn_only_max": 2.0546875, "clip_score_siglip2_b16_224_next_turn_only_min": -1.1640625, "clip_score_siglip2_b16_224_next_turn_only_mean": -1.1640625, "clip_score_siglip2_b16_224_next_turn_only_max": -1.1640625, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.21875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.21875, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.125, "clip_score_dfn_public_prev_and_next_turn_min": 3.599609375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.599609375, "clip_score_dfn_public_prev_and_next_turn_max": 3.599609375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.734375, "im_height": { "jpg": 3363 }, "im_height_mean": 3363.0, "im_height_min": 3363, "im_height_max": 3363, "im_width": { "jpg": 2249 }, "im_width_mean": 2249.0, "im_width_min": 2249, "im_width_max": 2249, "im_ar": { "jpg": 0.6687 }, "im_ar_mean": 0.6687, "im_ar_min": 0.6687, "im_ar_max": 0.6687, "im_kilobytes": { "jpg": 22158.36 }, "im_kilobytes_mean": 22158.36, "im_kilobytes_min": 22158.36, "im_kilobytes_max": 22158.36, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 115.17 }, "im_clarity_mean": 115.17, "im_clarity_min": 115.17, "im_clarity_max": 115.17, "im_luma": { "jpg": 193.98 }, "im_luma_mean": 193.98, "im_luma_min": 193.98, "im_luma_max": 193.98, "im_saturation": { "jpg": 77.06 }, "im_saturation_mean": 77.06, "im_saturation_min": 77.06, "im_saturation_max": 77.06, "im_entropy": { "jpg": 2.18 }, "im_entropy_mean": 2.18, "im_entropy_min": 2.18, "im_entropy_max": 2.18, "unifilter_score_qwen2_5_1_5b": -1.705078125, "unifilter_score_qwen3_0_6b": 1.115234375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.999999999795423, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.0457147927055985e-10, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 4.743103661463473e-15, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7872642278671265, "language_detection_annotation_nllb_1_lan": "nl", "language_detection_annotation_nllb_1_score": 0.009033940732479095, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.009009106084704399, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9926573634147644, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8270151019096375, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997020363807678, "text_quality_nvidia_edu_nemotron4_score": 2.205078125, "text_quality_nvidia_edu_mixtral_score": 1.7626953125, "text_quality_dclmbaseline_fasttext_score": 0.9997690320014954, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0008034110069274902, "custom_fasttext_core_fasttext_score": 1.2040138244628906e-05, "custom_fasttext_val_clean_fasttext_score": 0.002222418785095215, "custom_fasttext_core_clean_fasttext_score": 0.0001513957977294922, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.9140625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.90625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0078125, "within_sample_repetition_detection": 4.0 }, "27": { "detoxify": 1, "length_chars": 1779, "length_tokens": 3966, "length_tokens_text_only": 638, "length_tokens_trainable_only": 481, "length_images": 1, "iqa_live_mean": 0.35012863621567225, "iqa_live_min": 0.35012863621567225, "iqa_live_max": 0.35012863621567225, "iqa_csiq_mean": 0.503300130367279, "iqa_csiq_min": 0.503300130367279, "iqa_csiq_max": 0.503300130367279, "iqa_tid2013_mean": 0.3269685639275445, "iqa_tid2013_min": 0.3269685639275445, "iqa_tid2013_max": 0.3269685639275445, "iqa_kadid10k_mean": 0.3109130859375, "iqa_kadid10k_min": 0.3109130859375, "iqa_kadid10k_max": 0.3109130859375, "iqa_flive_mean": 0.5905037311592488, "iqa_flive_min": 0.5905037311592488, "iqa_flive_max": 0.5905037311592488, "iqa_spaq_mean": 0.32675047595091544, "iqa_spaq_min": 0.32675047595091544, "iqa_spaq_max": 0.32675047595091544, "iqa_clive_mean": 0.3441618717078007, "iqa_clive_min": 0.3441618717078007, "iqa_clive_max": 0.3441618717078007, "iqa_koniq10k_mean": 0.596523130782927, "iqa_koniq10k_min": 0.596523130782927, "iqa_koniq10k_max": 0.596523130782927, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 1.117487039300693e-28 }, { "lang": "eo", "score": 4.1149909761438133e-29 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8944494128227234 }, { "lang": "ru", "score": 0.005114582367241383 }, { "lang": "es", "score": 0.004075740929692984 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.35012863621567225, "iqa_v2_live_min": 0.35012863621567225, "iqa_v2_live_max": 0.35012863621567225, "iqa_v2_csiq_mean": 0.503300130367279, "iqa_v2_csiq_min": 0.503300130367279, "iqa_v2_csiq_max": 0.503300130367279, "iqa_v2_tid2013_mean": 0.3269685639275445, "iqa_v2_tid2013_min": 0.3269685639275445, "iqa_v2_tid2013_max": 0.3269685639275445, "iqa_v2_kadid10k_mean": 0.3109130859375, "iqa_v2_kadid10k_min": 0.3109130859375, "iqa_v2_kadid10k_max": 0.3109130859375, "iqa_v2_flive_mean": 0.5905431882299559, "iqa_v2_flive_min": 0.5905431882299559, "iqa_v2_flive_max": 0.5905431882299559, "iqa_v2_spaq_mean": 0.32675047595091544, "iqa_v2_spaq_min": 0.32675047595091544, "iqa_v2_spaq_max": 0.32675047595091544, "iqa_v2_clive_mean": 0.3441618717078007, "iqa_v2_clive_min": 0.3441618717078007, "iqa_v2_clive_max": 0.3441618717078007, "iqa_v2_koniq10k_mean": 0.596523130782927, "iqa_v2_koniq10k_min": 0.596523130782927, "iqa_v2_koniq10k_max": 0.596523130782927, "imdecont": { "jpg": 0.5113187432289124 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5113187432289124, "imdecont_mean": 0.5113187432289124, "imdecont_min": 0.5113187432289124, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.09375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.09375, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.09375, "clip_score_dfn_public_prev_turn_only_min": 3.205078125, "clip_score_dfn_public_prev_turn_only_mean": 3.205078125, "clip_score_dfn_public_prev_turn_only_max": 3.205078125, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.1875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.1875, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.1875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.796875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.796875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.796875, "clip_score_clip_vitl14_224_next_turn_only_min": 24.40625, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.40625, "clip_score_clip_vitl14_224_next_turn_only_max": 24.40625, "clip_score_dfn_public_next_turn_only_min": 2.21875, "clip_score_dfn_public_next_turn_only_mean": 2.21875, "clip_score_dfn_public_next_turn_only_max": 2.21875, "clip_score_siglip2_b16_224_next_turn_only_min": -0.296875, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.296875, "clip_score_siglip2_b16_224_next_turn_only_max": -0.296875, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.46875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.46875, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.09375, "clip_score_dfn_public_prev_and_next_turn_min": 3.205078125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.205078125, "clip_score_dfn_public_prev_and_next_turn_max": 3.205078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.1875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.1875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.25, "im_height": { "jpg": 2030 }, "im_height_mean": 2030.0, "im_height_min": 2030, "im_height_max": 2030, "im_width": { "jpg": 2574 }, "im_width_mean": 2574.0, "im_width_min": 2574, "im_width_max": 2574, "im_ar": { "jpg": 1.268 }, "im_ar_mean": 1.268, "im_ar_min": 1.268, "im_ar_max": 1.268, "im_kilobytes": { "jpg": 15308.26 }, "im_kilobytes_mean": 15308.26, "im_kilobytes_min": 15308.26, "im_kilobytes_max": 15308.26, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 165.22 }, "im_clarity_mean": 165.22, "im_clarity_min": 165.22, "im_clarity_max": 165.22, "im_luma": { "jpg": 217.31 }, "im_luma_mean": 217.31, "im_luma_min": 217.31, "im_luma_max": 217.31, "im_saturation": { "jpg": 37.75 }, "im_saturation_mean": 37.75, "im_saturation_min": 37.75, "im_saturation_max": 37.75, "im_entropy": { "jpg": 1.77 }, "im_entropy_mean": 1.77, "im_entropy_min": 1.77, "im_entropy_max": 1.77, "unifilter_score_qwen2_5_1_5b": -1.2158203125, "unifilter_score_qwen3_0_6b": -0.84228515625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.117487039300693e-28, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 4.1149909761438133e-29, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8944494128227234, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005114582367241383, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.004075740929692984, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9926936626434326, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8559912443161011, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995773434638977, "text_quality_nvidia_edu_nemotron4_score": 2.626953125, "text_quality_nvidia_edu_mixtral_score": 2.478515625, "text_quality_dclmbaseline_fasttext_score": 0.9999425411224365, "text_quality_dolma3_fasttext_score": 0.9999297857284546, "custom_fasttext_val_fasttext_score": 0.0009527206420898438, "custom_fasttext_core_fasttext_score": 6.008148193359375e-05, "custom_fasttext_val_clean_fasttext_score": 0.017200231552124023, "custom_fasttext_core_clean_fasttext_score": 0.0027205348014831543, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.78515625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.796875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.01171875, "within_sample_repetition_detection": 6.0 }, "40": { "detoxify": 1, "length_chars": 686, "length_tokens": 2851, "length_tokens_text_only": 291, "length_tokens_trainable_only": 177, "length_images": 1, "iqa_live_mean": 0.5145758811873619, "iqa_live_min": 0.5145758811873619, "iqa_live_max": 0.5145758811873619, "iqa_csiq_mean": 0.625553548336029, "iqa_csiq_min": 0.625553548336029, "iqa_csiq_max": 0.625553548336029, "iqa_tid2013_mean": 0.37210745281643337, "iqa_tid2013_min": 0.37210745281643337, "iqa_tid2013_max": 0.37210745281643337, "iqa_kadid10k_mean": 0.485595703125, "iqa_kadid10k_min": 0.485595703125, "iqa_kadid10k_max": 0.485595703125, "iqa_flive_mean": 0.6408959591027462, "iqa_flive_min": 0.6408959591027462, "iqa_flive_max": 0.6408959591027462, "iqa_spaq_mean": 0.4026658799913195, "iqa_spaq_min": 0.4026658799913195, "iqa_spaq_max": 0.4026658799913195, "iqa_clive_mean": 0.4330191949401239, "iqa_clive_min": 0.4330191949401239, "iqa_clive_max": 0.4330191949401239, "iqa_koniq10k_mean": 0.6803299104324495, "iqa_koniq10k_min": 0.6803299104324495, "iqa_koniq10k_max": 0.6803299104324495, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999982 }, { "lang": "la", "score": 1.800337898534826e-15 }, { "lang": "tl", "score": 8.1736548799463e-22 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8768853545188904 }, { "lang": "pt", "score": 0.007024778984487057 }, { "lang": "ro", "score": 0.0067846341989934444 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5145758811873619, "iqa_v2_live_min": 0.5145758811873619, "iqa_v2_live_max": 0.5145758811873619, "iqa_v2_csiq_mean": 0.625553548336029, "iqa_v2_csiq_min": 0.625553548336029, "iqa_v2_csiq_max": 0.625553548336029, "iqa_v2_tid2013_mean": 0.37210745281643337, "iqa_v2_tid2013_min": 0.37210745281643337, "iqa_v2_tid2013_max": 0.37210745281643337, "iqa_v2_kadid10k_mean": 0.485595703125, "iqa_v2_kadid10k_min": 0.485595703125, "iqa_v2_kadid10k_max": 0.485595703125, "iqa_v2_flive_mean": 0.64085403596512, "iqa_v2_flive_min": 0.64085403596512, "iqa_v2_flive_max": 0.64085403596512, "iqa_v2_spaq_mean": 0.40258696584990533, "iqa_v2_spaq_min": 0.40258696584990533, "iqa_v2_spaq_max": 0.40258696584990533, "iqa_v2_clive_mean": 0.4330191949401239, "iqa_v2_clive_min": 0.4330191949401239, "iqa_v2_clive_max": 0.4330191949401239, "iqa_v2_koniq10k_mean": 0.6803299104324495, "iqa_v2_koniq10k_min": 0.6803299104324495, "iqa_v2_koniq10k_max": 0.6803299104324495, "imdecont": { "jpg": 0.4857727885246277 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.4857727885246277, "imdecont_mean": 0.4857727885246277, "imdecont_min": 0.4857727885246277, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.6875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.6875, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.6875, "clip_score_dfn_public_prev_turn_only_min": 3.751953125, "clip_score_dfn_public_prev_turn_only_mean": 3.751953125, "clip_score_dfn_public_prev_turn_only_max": 3.751953125, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.703125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.703125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.703125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.296875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.296875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.296875, "clip_score_clip_vitl14_224_next_turn_only_min": 28.484375, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.484375, "clip_score_clip_vitl14_224_next_turn_only_max": 28.484375, "clip_score_dfn_public_next_turn_only_min": 2.904296875, "clip_score_dfn_public_next_turn_only_mean": 2.904296875, "clip_score_dfn_public_next_turn_only_max": 2.904296875, "clip_score_siglip2_b16_224_next_turn_only_min": 0.8125, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.8125, "clip_score_siglip2_b16_224_next_turn_only_max": 0.8125, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.25, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.25, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.25, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.125, "clip_score_dfn_public_prev_and_next_turn_min": 4.12890625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.12890625, "clip_score_dfn_public_prev_and_next_turn_max": 4.12890625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.140625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.140625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.140625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.046875, "im_height": { "jpg": 1790 }, "im_height_mean": 1790.0, "im_height_min": 1790, "im_height_max": 1790, "im_width": { "jpg": 1735 }, "im_width_mean": 1735.0, "im_width_min": 1735, "im_width_max": 1735, "im_ar": { "jpg": 0.9693 }, "im_ar_mean": 0.9693, "im_ar_min": 0.9693, "im_ar_max": 0.9693, "im_kilobytes": { "jpg": 9098.58 }, "im_kilobytes_mean": 9098.58, "im_kilobytes_min": 9098.58, "im_kilobytes_max": 9098.58, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 136.53 }, "im_clarity_mean": 136.53, "im_clarity_min": 136.53, "im_clarity_max": 136.53, "im_luma": { "jpg": 228.14 }, "im_luma_mean": 228.14, "im_luma_min": 228.14, "im_luma_max": 228.14, "im_saturation": { "jpg": 34.58 }, "im_saturation_mean": 34.58, "im_saturation_min": 34.58, "im_saturation_max": 34.58, "im_entropy": { "jpg": 1.2 }, "im_entropy_mean": 1.2, "im_entropy_min": 1.2, "im_entropy_max": 1.2, "unifilter_score_qwen2_5_1_5b": 1.2646484375, "unifilter_score_qwen3_0_6b": 2.138671875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999982, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.800337898534826e-15, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 8.1736548799463e-22, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8768853545188904, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.007024778984487057, "language_detection_annotation_nllb_2_lan": "ro", "language_detection_annotation_nllb_2_score": 0.0067846341989934444, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9947919249534607, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.7919377684593201, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997350573539734, "text_quality_nvidia_edu_nemotron4_score": 1.9697265625, "text_quality_nvidia_edu_mixtral_score": 1.8935546875, "text_quality_dclmbaseline_fasttext_score": 0.9994552731513977, "text_quality_dolma3_fasttext_score": 0.9865820407867432, "custom_fasttext_val_fasttext_score": 0.0018442869186401367, "custom_fasttext_core_fasttext_score": 8.118152618408203e-05, "custom_fasttext_val_clean_fasttext_score": 0.0018444061279296875, "custom_fasttext_core_clean_fasttext_score": 7.76052474975586e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.5546875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.5546875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 8.0 }, "50": { "detoxify": 1, "length_chars": 699, "length_tokens": 2867, "length_tokens_text_only": 307, "length_tokens_trainable_only": 218, "length_images": 1, "iqa_live_mean": 0.27184580793284396, "iqa_live_min": 0.27184580793284396, "iqa_live_max": 0.27184580793284396, "iqa_csiq_mean": 0.41489070653915405, "iqa_csiq_min": 0.41489070653915405, "iqa_csiq_max": 0.41489070653915405, "iqa_tid2013_mean": 0.22616561253865558, "iqa_tid2013_min": 0.22616561253865558, "iqa_tid2013_max": 0.22616561253865558, "iqa_kadid10k_mean": 0.0787353515625, "iqa_kadid10k_min": 0.0787353515625, "iqa_kadid10k_max": 0.0787353515625, "iqa_flive_mean": 0.5700649685329862, "iqa_flive_min": 0.5700649685329862, "iqa_flive_max": 0.5700649685329862, "iqa_spaq_mean": 0.31002067797111743, "iqa_spaq_min": 0.31002067797111743, "iqa_spaq_max": 0.31002067797111743, "iqa_clive_mean": 0.3544996242330532, "iqa_clive_min": 0.3544996242330532, "iqa_clive_max": 0.3544996242330532, "iqa_koniq10k_mean": 0.5602226257324219, "iqa_koniq10k_min": 0.5602226257324219, "iqa_koniq10k_max": 0.5602226257324219, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999964284486 }, { "lang": "la", "score": 3.5715393348510677e-09 }, { "lang": "eo", "score": 1.2111614844274048e-14 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8459140658378601 }, { "lang": "ru", "score": 0.007339363917708397 }, { "lang": "tr", "score": 0.005884193349629641 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.27184580793284396, "iqa_v2_live_min": 0.27184580793284396, "iqa_v2_live_max": 0.27184580793284396, "iqa_v2_csiq_mean": 0.4148983359336853, "iqa_v2_csiq_min": 0.4148983359336853, "iqa_v2_csiq_max": 0.4148983359336853, "iqa_v2_tid2013_mean": 0.22616561253865558, "iqa_v2_tid2013_min": 0.22616561253865558, "iqa_v2_tid2013_max": 0.22616561253865558, "iqa_v2_kadid10k_mean": 0.0787353515625, "iqa_v2_kadid10k_min": 0.0787353515625, "iqa_v2_kadid10k_max": 0.0787353515625, "iqa_v2_flive_mean": 0.5700649685329862, "iqa_v2_flive_min": 0.5700649685329862, "iqa_v2_flive_max": 0.5700649685329862, "iqa_v2_spaq_mean": 0.31002067797111743, "iqa_v2_spaq_min": 0.31002067797111743, "iqa_v2_spaq_max": 0.31002067797111743, "iqa_v2_clive_mean": 0.35457853837446734, "iqa_v2_clive_min": 0.35457853837446734, "iqa_v2_clive_max": 0.35457853837446734, "iqa_v2_koniq10k_mean": 0.5602226257324219, "iqa_v2_koniq10k_min": 0.5602226257324219, "iqa_v2_koniq10k_max": 0.5602226257324219, "imdecont": { "jpg": 0.5376496911048889 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.5376496911048889, "imdecont_mean": 0.5376496911048889, "imdecont_min": 0.5376496911048889, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.125, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.125, "clip_score_dfn_public_prev_turn_only_min": 5.2265625, "clip_score_dfn_public_prev_turn_only_mean": 5.2265625, "clip_score_dfn_public_prev_turn_only_max": 5.2265625, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.28125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.28125, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.28125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.65625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.65625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.65625, "clip_score_clip_vitl14_224_next_turn_only_min": 28.640625, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.640625, "clip_score_clip_vitl14_224_next_turn_only_max": 28.640625, "clip_score_dfn_public_next_turn_only_min": 3.5, "clip_score_dfn_public_next_turn_only_mean": 3.5, "clip_score_dfn_public_next_turn_only_max": 3.5, "clip_score_siglip2_b16_224_next_turn_only_min": 4.890625, "clip_score_siglip2_b16_224_next_turn_only_mean": 4.890625, "clip_score_siglip2_b16_224_next_turn_only_max": 4.890625, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.875, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.484375, "clip_score_dfn_public_prev_and_next_turn_min": 5.68359375, "clip_score_dfn_public_prev_and_next_turn_mean": 5.68359375, "clip_score_dfn_public_prev_and_next_turn_max": 5.68359375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 6.71875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 6.71875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 6.71875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.09375, "im_height": { "jpg": 1882 }, "im_height_mean": 1882.0, "im_height_min": 1882, "im_height_max": 1882, "im_width": { "jpg": 1882 }, "im_width_mean": 1882.0, "im_width_min": 1882, "im_width_max": 1882, "im_ar": { "jpg": 1.0 }, "im_ar_mean": 1.0, "im_ar_min": 1.0, "im_ar_max": 1.0, "im_kilobytes": { "jpg": 10376.73 }, "im_kilobytes_mean": 10376.73, "im_kilobytes_min": 10376.73, "im_kilobytes_max": 10376.73, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 213.13 }, "im_clarity_mean": 213.13, "im_clarity_min": 213.13, "im_clarity_max": 213.13, "im_luma": { "jpg": 211.53 }, "im_luma_mean": 211.53, "im_luma_min": 211.53, "im_luma_max": 211.53, "im_saturation": { "jpg": 93.05 }, "im_saturation_mean": 93.05, "im_saturation_min": 93.05, "im_saturation_max": 93.05, "im_entropy": { "jpg": 2.24 }, "im_entropy_mean": 2.24, "im_entropy_min": 2.24, "im_entropy_max": 2.24, "unifilter_score_qwen2_5_1_5b": -0.26611328125, "unifilter_score_qwen3_0_6b": 0.75927734375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999964284486, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.5715393348510677e-09, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.2111614844274048e-14, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8459140658378601, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007339363917708397, "language_detection_annotation_nllb_2_lan": "tr", "language_detection_annotation_nllb_2_score": 0.005884193349629641, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9890298247337341, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8419157862663269, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9991758465766907, "text_quality_nvidia_edu_nemotron4_score": 2.279296875, "text_quality_nvidia_edu_mixtral_score": 2.2265625, "text_quality_dclmbaseline_fasttext_score": 0.9976755380630493, "text_quality_dolma3_fasttext_score": 0.9897863864898682, "custom_fasttext_val_fasttext_score": 0.0011137127876281738, "custom_fasttext_core_fasttext_score": 6.306171417236328e-05, "custom_fasttext_val_clean_fasttext_score": 0.008191585540771484, "custom_fasttext_core_clean_fasttext_score": 0.0006051063537597656, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.9765625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.078125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1015625, "within_sample_repetition_detection": 8.0 }, "44": { "detoxify": 1, "length_chars": 342, "length_tokens": 1174, "length_tokens_text_only": 150, "length_tokens_trainable_only": 63, "length_images": 1, "iqa_live_mean": 0.27074100995304606, "iqa_live_min": 0.27074100995304606, "iqa_live_max": 0.27074100995304606, "iqa_csiq_mean": 0.45743221044540405, "iqa_csiq_min": 0.45743221044540405, "iqa_csiq_max": 0.45743221044540405, "iqa_tid2013_mean": 0.3343470361497667, "iqa_tid2013_min": 0.3343470361497667, "iqa_tid2013_max": 0.3343470361497667, "iqa_kadid10k_mean": 0.1754150390625, "iqa_kadid10k_min": 0.1754150390625, "iqa_kadid10k_max": 0.1754150390625, "iqa_flive_mean": 0.62284866487137, "iqa_flive_min": 0.62284866487137, "iqa_flive_max": 0.62284866487137, "iqa_spaq_mean": 0.3169651224155619, "iqa_spaq_min": 0.3169651224155619, "iqa_spaq_max": 0.3169651224155619, "iqa_clive_mean": 0.43396616463709364, "iqa_clive_min": 0.43396616463709364, "iqa_clive_max": 0.43396616463709364, "iqa_koniq10k_mean": 0.6265105045203008, "iqa_koniq10k_min": 0.6265105045203008, "iqa_koniq10k_max": 0.6265105045203008, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999991382071779 }, { "lang": "la", "score": 8.613990702817834e-07 }, { "lang": "pt", "score": 2.518227525864559e-10 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8516622185707092 }, { "lang": "es", "score": 0.009912451729178429 }, { "lang": "id", "score": 0.007934692315757275 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.27074100995304606, "iqa_v2_live_min": 0.27074100995304606, "iqa_v2_live_max": 0.27074100995304606, "iqa_v2_csiq_mean": 0.45743221044540405, "iqa_v2_csiq_min": 0.45743221044540405, "iqa_v2_csiq_max": 0.45743221044540405, "iqa_v2_tid2013_mean": 0.3343470361497667, "iqa_v2_tid2013_min": 0.3343470361497667, "iqa_v2_tid2013_max": 0.3343470361497667, "iqa_v2_kadid10k_mean": 0.1754150390625, "iqa_v2_kadid10k_min": 0.1754150390625, "iqa_v2_kadid10k_max": 0.1754150390625, "iqa_v2_flive_mean": 0.62284866487137, "iqa_v2_flive_min": 0.62284866487137, "iqa_v2_flive_max": 0.62284866487137, "iqa_v2_spaq_mean": 0.3169651224155619, "iqa_v2_spaq_min": 0.3169651224155619, "iqa_v2_spaq_max": 0.3169651224155619, "iqa_v2_clive_mean": 0.43396616463709364, "iqa_v2_clive_min": 0.43396616463709364, "iqa_v2_clive_max": 0.43396616463709364, "iqa_v2_koniq10k_mean": 0.6265105045203008, "iqa_v2_koniq10k_min": 0.6265105045203008, "iqa_v2_koniq10k_max": 0.6265105045203008, "imdecont": { "jpg": 0.5935312509536743 }, "imdecont_image_match": { "jpg": 145933 }, "imdecont_max": 0.5935312509536743, "imdecont_mean": 0.5935312509536743, "imdecont_min": 0.5935312509536743, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.25, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.25, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.25, "clip_score_dfn_public_prev_turn_only_min": 3.279296875, "clip_score_dfn_public_prev_turn_only_mean": 3.279296875, "clip_score_dfn_public_prev_turn_only_max": 3.279296875, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.515625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.515625, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.515625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 16.953125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 16.953125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 16.953125, "clip_score_clip_vitl14_224_next_turn_only_min": 19.609375, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.609375, "clip_score_clip_vitl14_224_next_turn_only_max": 19.609375, "clip_score_dfn_public_next_turn_only_min": 2.49609375, "clip_score_dfn_public_next_turn_only_mean": 2.49609375, "clip_score_dfn_public_next_turn_only_max": 2.49609375, "clip_score_siglip2_b16_224_next_turn_only_min": 1.78125, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.78125, "clip_score_siglip2_b16_224_next_turn_only_max": 1.78125, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.40625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.40625, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.125, "clip_score_dfn_public_prev_and_next_turn_min": 3.208984375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.208984375, "clip_score_dfn_public_prev_and_next_turn_max": 3.208984375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 16.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 16.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 16.921875, "im_height": { "jpg": 628 }, "im_height_mean": 628.0, "im_height_min": 628, "im_height_max": 628, "im_width": { "jpg": 1799 }, "im_width_mean": 1799.0, "im_width_min": 1799, "im_width_max": 1799, "im_ar": { "jpg": 2.8646 }, "im_ar_mean": 2.8646, "im_ar_min": 2.8646, "im_ar_max": 2.8646, "im_kilobytes": { "jpg": 3309.88 }, "im_kilobytes_mean": 3309.88, "im_kilobytes_min": 3309.88, "im_kilobytes_max": 3309.88, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 418.44 }, "im_clarity_mean": 418.44, "im_clarity_min": 418.44, "im_clarity_max": 418.44, "im_luma": { "jpg": 230.99 }, "im_luma_mean": 230.99, "im_luma_min": 230.99, "im_luma_max": 230.99, "im_saturation": { "jpg": 117.81 }, "im_saturation_mean": 117.81, "im_saturation_min": 117.81, "im_saturation_max": 117.81, "im_entropy": { "jpg": 1.16 }, "im_entropy_mean": 1.16, "im_entropy_min": 1.16, "im_entropy_max": 1.16, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999991382071779, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 8.613990702817834e-07, "language_detection_annotation_lingua_2_lan": "pt", "language_detection_annotation_lingua_2_score": 2.518227525864559e-10, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8516622185707092, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.009912451729178429, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.007934692315757275, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.973077118396759, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7865446209907532, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996034502983093, "text_quality_nvidia_edu_nemotron4_score": 2.23046875, "text_quality_nvidia_edu_mixtral_score": 2.037109375, "text_quality_dclmbaseline_fasttext_score": 0.9990500807762146, "text_quality_dolma3_fasttext_score": 0.9977014064788818, "custom_fasttext_val_fasttext_score": 0.0007242560386657715, "custom_fasttext_core_fasttext_score": 1.609325408935547e-05, "custom_fasttext_val_clean_fasttext_score": 0.0002116560935974121, "custom_fasttext_core_clean_fasttext_score": 1.8596649169921875e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.328125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.046875, "within_sample_repetition_detection": 6.0 }, "47": { "detoxify": 1, "length_chars": 1303, "length_tokens": 3887, "length_tokens_text_only": 559, "length_tokens_trainable_only": 403, "length_images": 1, "iqa_live_mean": 0.414917184848978, "iqa_live_min": 0.414917184848978, "iqa_live_max": 0.414917184848978, "iqa_csiq_mean": 0.591251790523529, "iqa_csiq_min": 0.591251790523529, "iqa_csiq_max": 0.591251790523529, "iqa_tid2013_mean": 0.3045076264275445, "iqa_tid2013_min": 0.3045076264275445, "iqa_tid2013_max": 0.3045076264275445, "iqa_kadid10k_mean": 0.3126220703125, "iqa_kadid10k_min": 0.3126220703125, "iqa_kadid10k_max": 0.3126220703125, "iqa_flive_mean": 0.628875732421875, "iqa_flive_min": 0.628875732421875, "iqa_flive_max": 0.628875732421875, "iqa_spaq_mean": 0.36581297595091544, "iqa_spaq_min": 0.36581297595091544, "iqa_spaq_max": 0.36581297595091544, "iqa_clive_mean": 0.43021774291992193, "iqa_clive_min": 0.43021774291992193, "iqa_clive_max": 0.43021774291992193, "iqa_koniq10k_mean": 0.6141998984596947, "iqa_koniq10k_min": 0.6141998984596947, "iqa_koniq10k_max": 0.6141998984596947, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 4.212125318926387e-20 }, { "lang": "eo", "score": 1.1950700988377912e-28 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8312984704971313 }, { "lang": "ru", "score": 0.008703986182808876 }, { "lang": "ja", "score": 0.0060713510029017925 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.414917184848978, "iqa_v2_live_min": 0.414917184848978, "iqa_v2_live_max": 0.414917184848978, "iqa_v2_csiq_mean": 0.591251790523529, "iqa_v2_csiq_min": 0.591251790523529, "iqa_v2_csiq_max": 0.591251790523529, "iqa_v2_tid2013_mean": 0.3046161333719889, "iqa_v2_tid2013_min": 0.3046161333719889, "iqa_v2_tid2013_max": 0.3046161333719889, "iqa_v2_kadid10k_mean": 0.3123779296875, "iqa_v2_kadid10k_min": 0.3123779296875, "iqa_v2_kadid10k_max": 0.3123779296875, "iqa_v2_flive_mean": 0.6289842393663195, "iqa_v2_flive_min": 0.6289842393663195, "iqa_v2_flive_max": 0.6289842393663195, "iqa_v2_spaq_mean": 0.36581297595091544, "iqa_v2_spaq_min": 0.36581297595091544, "iqa_v2_spaq_max": 0.36581297595091544, "iqa_v2_clive_mean": 0.4304150282734573, "iqa_v2_clive_min": 0.4304150282734573, "iqa_v2_clive_max": 0.4304150282734573, "iqa_v2_koniq10k_mean": 0.6141998984596947, "iqa_v2_koniq10k_min": 0.6141998984596947, "iqa_v2_koniq10k_max": 0.6141998984596947, "imdecont": { "jpg": 0.4814974069595337 }, "imdecont_image_match": { "jpg": 86597 }, "imdecont_max": 0.4814974069595337, "imdecont_mean": 0.4814974069595337, "imdecont_min": 0.4814974069595337, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.3125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.3125, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.3125, "clip_score_dfn_public_prev_turn_only_min": 1.818359375, "clip_score_dfn_public_prev_turn_only_mean": 1.818359375, "clip_score_dfn_public_prev_turn_only_max": 1.818359375, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.25, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.25, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.25, "clip_score_longclip_vitl14_224_prev_turn_only_min": 16.9375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 16.9375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 16.9375, "clip_score_clip_vitl14_224_next_turn_only_min": 19.25, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.25, "clip_score_clip_vitl14_224_next_turn_only_max": 19.25, "clip_score_dfn_public_next_turn_only_min": 2.3515625, "clip_score_dfn_public_next_turn_only_mean": 2.3515625, "clip_score_dfn_public_next_turn_only_max": 2.3515625, "clip_score_siglip2_b16_224_next_turn_only_min": 1.03125, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.03125, "clip_score_siglip2_b16_224_next_turn_only_max": 1.03125, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.4375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.4375, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 16.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 16.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 16.3125, "clip_score_dfn_public_prev_and_next_turn_min": 1.818359375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.818359375, "clip_score_dfn_public_prev_and_next_turn_max": 1.818359375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.25, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.25, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 17.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 17.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 17.25, "im_height": { "jpg": 2388 }, "im_height_mean": 2388.0, "im_height_min": 2388, "im_height_max": 2388, "im_width": { "jpg": 723 }, "im_width_mean": 723.0, "im_width_min": 723, "im_width_max": 723, "im_ar": { "jpg": 0.3028 }, "im_ar_mean": 0.3028, "im_ar_min": 0.3028, "im_ar_max": 0.3028, "im_kilobytes": { "jpg": 5058.18 }, "im_kilobytes_mean": 5058.18, "im_kilobytes_min": 5058.18, "im_kilobytes_max": 5058.18, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 476.91 }, "im_clarity_mean": 476.91, "im_clarity_min": 476.91, "im_clarity_max": 476.91, "im_luma": { "jpg": 234.85 }, "im_luma_mean": 234.85, "im_luma_min": 234.85, "im_luma_max": 234.85, "im_saturation": { "jpg": 82.86 }, "im_saturation_mean": 82.86, "im_saturation_min": 82.86, "im_saturation_max": 82.86, "im_entropy": { "jpg": 1.91 }, "im_entropy_mean": 1.91, "im_entropy_min": 1.91, "im_entropy_max": 1.91, "unifilter_score_qwen2_5_1_5b": -0.943359375, "unifilter_score_qwen3_0_6b": -0.27783203125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.212125318926387e-20, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.1950700988377912e-28, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8312984704971313, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.008703986182808876, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.0060713510029017925, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9927358627319336, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7073026895523071, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997033476829529, "text_quality_nvidia_edu_nemotron4_score": 1.9482421875, "text_quality_nvidia_edu_mixtral_score": 1.99609375, "text_quality_dclmbaseline_fasttext_score": 0.9999946355819702, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0007256865501403809, "custom_fasttext_core_fasttext_score": 2.4080276489257812e-05, "custom_fasttext_val_clean_fasttext_score": 0.0013039708137512207, "custom_fasttext_core_clean_fasttext_score": 3.921985626220703e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.83984375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.91015625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0703125, "within_sample_repetition_detection": 7.0 }, "43": { "detoxify": 1, "length_chars": 765, "length_tokens": 2132, "length_tokens_text_only": 340, "length_tokens_trainable_only": 210, "length_images": 1, "iqa_live_mean": 0.4994736873742306, "iqa_live_min": 0.4994736873742306, "iqa_live_max": 0.4994736873742306, "iqa_csiq_mean": 0.635197103023529, "iqa_csiq_min": 0.635197103023529, "iqa_csiq_max": 0.635197103023529, "iqa_tid2013_mean": 0.2948505083719889, "iqa_tid2013_min": 0.2948505083719889, "iqa_tid2013_max": 0.2948505083719889, "iqa_kadid10k_mean": 0.3365478515625, "iqa_kadid10k_min": 0.3365478515625, "iqa_kadid10k_max": 0.3365478515625, "iqa_flive_mean": 0.6440617725102589, "iqa_flive_min": 0.6440617725102589, "iqa_flive_max": 0.6440617725102589, "iqa_spaq_mean": 0.49005835947364274, "iqa_spaq_min": 0.49005835947364274, "iqa_spaq_max": 0.49005835947364274, "iqa_clive_mean": 0.5370280333239623, "iqa_clive_min": 0.5370280333239623, "iqa_clive_max": 0.5370280333239623, "iqa_koniq10k_mean": 0.6025206055304018, "iqa_koniq10k_min": 0.6025206055304018, "iqa_koniq10k_max": 0.6025206055304018, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999958917343 }, { "lang": "la", "score": 4.108254483474173e-09 }, { "lang": "de", "score": 8.232655126755226e-15 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8041961789131165 }, { "lang": "ru", "score": 0.009261691942811012 }, { "lang": "nl", "score": 0.007857391610741615 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.4994736873742306, "iqa_v2_live_min": 0.4994736873742306, "iqa_v2_live_max": 0.4994736873742306, "iqa_v2_csiq_mean": 0.635197103023529, "iqa_v2_csiq_min": 0.635197103023529, "iqa_v2_csiq_max": 0.635197103023529, "iqa_v2_tid2013_mean": 0.2948505083719889, "iqa_v2_tid2013_min": 0.2948505083719889, "iqa_v2_tid2013_max": 0.2948505083719889, "iqa_v2_kadid10k_mean": 0.3365478515625, "iqa_v2_kadid10k_min": 0.3365478515625, "iqa_v2_kadid10k_max": 0.3365478515625, "iqa_v2_flive_mean": 0.6440617725102589, "iqa_v2_flive_min": 0.6440617725102589, "iqa_v2_flive_max": 0.6440617725102589, "iqa_v2_spaq_mean": 0.49005835947364274, "iqa_v2_spaq_min": 0.49005835947364274, "iqa_v2_spaq_max": 0.49005835947364274, "iqa_v2_clive_mean": 0.5370280333239623, "iqa_v2_clive_min": 0.5370280333239623, "iqa_v2_clive_max": 0.5370280333239623, "iqa_v2_koniq10k_mean": 0.6025206055304018, "iqa_v2_koniq10k_min": 0.6025206055304018, "iqa_v2_koniq10k_max": 0.6025206055304018, "imdecont": { "jpg": 0.618380069732666 }, "imdecont_image_match": { "jpg": 206566 }, "imdecont_max": 0.618380069732666, "imdecont_mean": 0.618380069732666, "imdecont_min": 0.618380069732666, "clip_score_clip_vitl14_224_prev_turn_only_min": 31.84375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 31.84375, "clip_score_clip_vitl14_224_prev_turn_only_max": 31.84375, "clip_score_dfn_public_prev_turn_only_min": 3.46875, "clip_score_dfn_public_prev_turn_only_mean": 3.46875, "clip_score_dfn_public_prev_turn_only_max": 3.46875, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.984375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.984375, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.984375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.890625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.890625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.890625, "clip_score_clip_vitl14_224_next_turn_only_min": 28.546875, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.546875, "clip_score_clip_vitl14_224_next_turn_only_max": 28.546875, "clip_score_dfn_public_next_turn_only_min": 3.23828125, "clip_score_dfn_public_next_turn_only_mean": 3.23828125, "clip_score_dfn_public_next_turn_only_max": 3.23828125, "clip_score_siglip2_b16_224_next_turn_only_min": -0.359375, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.359375, "clip_score_siglip2_b16_224_next_turn_only_max": -0.359375, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.4375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.4375, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 31.84375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 31.84375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 31.84375, "clip_score_dfn_public_prev_and_next_turn_min": 3.46875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.46875, "clip_score_dfn_public_prev_and_next_turn_max": 3.46875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.984375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.984375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.421875, "im_height": { "jpg": 1421 }, "im_height_mean": 1421.0, "im_height_min": 1421, "im_height_max": 1421, "im_width": { "jpg": 1006 }, "im_width_mean": 1006.0, "im_width_min": 1006, "im_width_max": 1006, "im_ar": { "jpg": 0.708 }, "im_ar_mean": 0.708, "im_ar_min": 0.708, "im_ar_max": 0.708, "im_kilobytes": { "jpg": 4188.06 }, "im_kilobytes_mean": 4188.06, "im_kilobytes_min": 4188.06, "im_kilobytes_max": 4188.06, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 354.33 }, "im_clarity_mean": 354.33, "im_clarity_min": 354.33, "im_clarity_max": 354.33, "im_luma": { "jpg": 206.67 }, "im_luma_mean": 206.67, "im_luma_min": 206.67, "im_luma_max": 206.67, "im_saturation": { "jpg": 79.57 }, "im_saturation_mean": 79.57, "im_saturation_min": 79.57, "im_saturation_max": 79.57, "im_entropy": { "jpg": 1.94 }, "im_entropy_mean": 1.94, "im_entropy_min": 1.94, "im_entropy_max": 1.94, "unifilter_score_qwen2_5_1_5b": 0.63525390625, "unifilter_score_qwen3_0_6b": 1.2734375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999958917343, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.108254483474173e-09, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 8.232655126755226e-15, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8041961789131165, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.009261691942811012, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.007857391610741615, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9922755360603333, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6366556286811829, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996232986450195, "text_quality_nvidia_edu_nemotron4_score": 2.31640625, "text_quality_nvidia_edu_mixtral_score": 2.037109375, "text_quality_dclmbaseline_fasttext_score": 0.9999278783798218, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.001118004322052002, "custom_fasttext_core_fasttext_score": 2.9325485229492188e-05, "custom_fasttext_val_clean_fasttext_score": 0.0010921955108642578, "custom_fasttext_core_clean_fasttext_score": 0.00016635656356811523, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.234375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.3828125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1484375, "within_sample_repetition_detection": 6.0 }, "51": { "detoxify": 1, "length_chars": 1324, "length_tokens": 2366, "length_tokens_text_only": 574, "length_tokens_trainable_only": 421, "length_images": 1, "iqa_live_mean": 0.4497577782833214, "iqa_live_min": 0.4497577782833214, "iqa_live_max": 0.4497577782833214, "iqa_csiq_mean": 0.539188802242279, "iqa_csiq_min": 0.539188802242279, "iqa_csiq_max": 0.539188802242279, "iqa_tid2013_mean": 0.32371335559421116, "iqa_tid2013_min": 0.32371335559421116, "iqa_tid2013_max": 0.32371335559421116, "iqa_kadid10k_mean": 0.3233642578125, "iqa_kadid10k_min": 0.3233642578125, "iqa_kadid10k_max": 0.3233642578125, "iqa_flive_mean": 0.6538027368410669, "iqa_flive_min": 0.6538027368410669, "iqa_flive_max": 0.6538027368410669, "iqa_spaq_mean": 0.3714158799913195, "iqa_spaq_min": 0.3714158799913195, "iqa_spaq_max": 0.3714158799913195, "iqa_clive_mean": 0.5104536962027502, "iqa_clive_min": 0.5104536962027502, "iqa_clive_max": 0.5104536962027502, "iqa_koniq10k_mean": 0.6819081932607324, "iqa_koniq10k_min": 0.6819081932607324, "iqa_koniq10k_max": 0.6819081932607324, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 7.956871214063576e-24 }, { "lang": "tl", "score": 8.643547667663478e-31 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8195315003395081 }, { "lang": "ru", "score": 0.009622207842767239 }, { "lang": "ko", "score": 0.006428373046219349 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4497577782833214, "iqa_v2_live_min": 0.4497577782833214, "iqa_v2_live_max": 0.4497577782833214, "iqa_v2_csiq_mean": 0.539188802242279, "iqa_v2_csiq_min": 0.539188802242279, "iqa_v2_csiq_max": 0.539188802242279, "iqa_v2_tid2013_mean": 0.32371335559421116, "iqa_v2_tid2013_min": 0.32371335559421116, "iqa_v2_tid2013_max": 0.32371335559421116, "iqa_v2_kadid10k_mean": 0.3233642578125, "iqa_v2_kadid10k_min": 0.3233642578125, "iqa_v2_kadid10k_max": 0.3233642578125, "iqa_v2_flive_mean": 0.6538224653764205, "iqa_v2_flive_min": 0.6538224653764205, "iqa_v2_flive_max": 0.6538224653764205, "iqa_v2_spaq_mean": 0.3714947941327336, "iqa_v2_spaq_min": 0.3714947941327336, "iqa_v2_spaq_max": 0.3714947941327336, "iqa_v2_clive_mean": 0.5104339676673967, "iqa_v2_clive_min": 0.5104339676673967, "iqa_v2_clive_max": 0.5104339676673967, "iqa_v2_koniq10k_mean": 0.6819081932607324, "iqa_v2_koniq10k_min": 0.6819081932607324, "iqa_v2_koniq10k_max": 0.6819081932607324, "imdecont": { "jpg": 0.4931887984275818 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.4931887984275818, "imdecont_mean": 0.4931887984275818, "imdecont_min": 0.4931887984275818, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.09375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.09375, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.09375, "clip_score_dfn_public_prev_turn_only_min": 3.8671875, "clip_score_dfn_public_prev_turn_only_mean": 3.8671875, "clip_score_dfn_public_prev_turn_only_max": 3.8671875, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.109375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.109375, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.109375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.234375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.234375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.234375, "clip_score_clip_vitl14_224_next_turn_only_min": 26.125, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.125, "clip_score_clip_vitl14_224_next_turn_only_max": 26.125, "clip_score_dfn_public_next_turn_only_min": 2.025390625, "clip_score_dfn_public_next_turn_only_mean": 2.025390625, "clip_score_dfn_public_next_turn_only_max": 2.025390625, "clip_score_siglip2_b16_224_next_turn_only_min": -0.28125, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.28125, "clip_score_siglip2_b16_224_next_turn_only_max": -0.28125, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.96875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.96875, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.96875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.09375, "clip_score_dfn_public_prev_and_next_turn_min": 3.8671875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.8671875, "clip_score_dfn_public_prev_and_next_turn_max": 3.8671875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.703125, "im_height": { "jpg": 3041 }, "im_height_mean": 3041.0, "im_height_min": 3041, "im_height_max": 3041, "im_width": { "jpg": 1785 }, "im_width_mean": 1785.0, "im_width_min": 1785, "im_width_max": 1785, "im_ar": { "jpg": 0.587 }, "im_ar_mean": 0.587, "im_ar_min": 0.587, "im_ar_max": 0.587, "im_kilobytes": { "jpg": 15902.89 }, "im_kilobytes_mean": 15902.89, "im_kilobytes_min": 15902.89, "im_kilobytes_max": 15902.89, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 158.52 }, "im_clarity_mean": 158.52, "im_clarity_min": 158.52, "im_clarity_max": 158.52, "im_luma": { "jpg": 189.87 }, "im_luma_mean": 189.87, "im_luma_min": 189.87, "im_luma_max": 189.87, "im_saturation": { "jpg": 81.32 }, "im_saturation_mean": 81.32, "im_saturation_min": 81.32, "im_saturation_max": 81.32, "im_entropy": { "jpg": 2.01 }, "im_entropy_mean": 2.01, "im_entropy_min": 2.01, "im_entropy_max": 2.01, "unifilter_score_qwen2_5_1_5b": -0.7578125, "unifilter_score_qwen3_0_6b": -0.451904296875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 7.956871214063576e-24, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 8.643547667663478e-31, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8195315003395081, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.009622207842767239, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.006428373046219349, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9872241020202637, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8189307451248169, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996908903121948, "text_quality_nvidia_edu_nemotron4_score": 2.53125, "text_quality_nvidia_edu_mixtral_score": 2.447265625, "text_quality_dclmbaseline_fasttext_score": 0.9999823570251465, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0008147358894348145, "custom_fasttext_core_fasttext_score": 9.524822235107422e-05, "custom_fasttext_val_clean_fasttext_score": 0.009007513523101807, "custom_fasttext_core_clean_fasttext_score": 0.02150595188140869, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.95703125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.9453125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.01171875, "within_sample_repetition_detection": 8.0 }, "36": { "detoxify": 1, "length_chars": 376, "length_tokens": 2480, "length_tokens_text_only": 176, "length_tokens_trainable_only": 96, "length_images": 1, "iqa_live_mean": 0.4432473616166548, "iqa_live_min": 0.4432473616166548, "iqa_live_max": 0.4432473616166548, "iqa_csiq_mean": 0.605289876461029, "iqa_csiq_min": 0.605289876461029, "iqa_csiq_max": 0.605289876461029, "iqa_tid2013_mean": 0.32056665420532227, "iqa_tid2013_min": 0.32056665420532227, "iqa_tid2013_max": 0.32056665420532227, "iqa_kadid10k_mean": 0.3758544921875, "iqa_kadid10k_min": 0.3758544921875, "iqa_kadid10k_max": 0.3758544921875, "iqa_flive_mean": 0.6800515531289457, "iqa_flive_min": 0.6800515531289457, "iqa_flive_max": 0.6800515531289457, "iqa_spaq_mean": 0.41793576635495583, "iqa_spaq_min": 0.41793576635495583, "iqa_spaq_max": 0.41793576635495583, "iqa_clive_mean": 0.33516565958658856, "iqa_clive_min": 0.33516565958658856, "iqa_clive_max": 0.33516565958658856, "iqa_koniq10k_mean": 0.5851594944192906, "iqa_koniq10k_min": 0.5851594944192906, "iqa_koniq10k_max": 0.5851594944192906, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999957167259 }, { "lang": "la", "score": 4.281853784023153e-09 }, { "lang": "de", "score": 9.68918915948416e-13 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8220973610877991 }, { "lang": "es", "score": 0.00901087187230587 }, { "lang": "de", "score": 0.006798183545470238 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.4432473616166548, "iqa_v2_live_min": 0.4432473616166548, "iqa_v2_live_max": 0.4432473616166548, "iqa_v2_csiq_mean": 0.605289876461029, "iqa_v2_csiq_min": 0.605289876461029, "iqa_v2_csiq_max": 0.605289876461029, "iqa_v2_tid2013_mean": 0.32056665420532227, "iqa_v2_tid2013_min": 0.32056665420532227, "iqa_v2_tid2013_max": 0.32056665420532227, "iqa_v2_kadid10k_mean": 0.3758544921875, "iqa_v2_kadid10k_min": 0.3758544921875, "iqa_v2_kadid10k_max": 0.3758544921875, "iqa_v2_flive_mean": 0.6800515531289457, "iqa_v2_flive_min": 0.6800515531289457, "iqa_v2_flive_max": 0.6800515531289457, "iqa_v2_spaq_mean": 0.41793576635495583, "iqa_v2_spaq_min": 0.41793576635495583, "iqa_v2_spaq_max": 0.41793576635495583, "iqa_v2_clive_mean": 0.33516565958658856, "iqa_v2_clive_min": 0.33516565958658856, "iqa_v2_clive_max": 0.33516565958658856, "iqa_v2_koniq10k_mean": 0.5851594944192906, "iqa_v2_koniq10k_min": 0.5851594944192906, "iqa_v2_koniq10k_max": 0.5851594944192906, "imdecont": { "jpg": 0.6067606806755066 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.6067606806755066, "imdecont_mean": 0.6067606806755066, "imdecont_min": 0.6067606806755066, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.21875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.21875, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.21875, "clip_score_dfn_public_prev_turn_only_min": 3.064453125, "clip_score_dfn_public_prev_turn_only_mean": 3.064453125, "clip_score_dfn_public_prev_turn_only_max": 3.064453125, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.0859375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.0859375, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.0859375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.515625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.515625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.515625, "clip_score_clip_vitl14_224_next_turn_only_min": 24.921875, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.921875, "clip_score_clip_vitl14_224_next_turn_only_max": 24.921875, "clip_score_dfn_public_next_turn_only_min": 2.27734375, "clip_score_dfn_public_next_turn_only_mean": 2.27734375, "clip_score_dfn_public_next_turn_only_max": 2.27734375, "clip_score_siglip2_b16_224_next_turn_only_min": 1.578125, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.578125, "clip_score_siglip2_b16_224_next_turn_only_max": 1.578125, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.796875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.796875, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.703125, "clip_score_dfn_public_prev_and_next_turn_min": 3.001953125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.001953125, "clip_score_dfn_public_prev_and_next_turn_max": 3.001953125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.8125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.8125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.8125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.421875, "im_height": { "jpg": 1659 }, "im_height_mean": 1659.0, "im_height_min": 1659, "im_height_max": 1659, "im_width": { "jpg": 749 }, "im_width_mean": 749.0, "im_width_min": 749, "im_width_max": 749, "im_ar": { "jpg": 0.4515 }, "im_ar_mean": 0.4515, "im_ar_min": 0.4515, "im_ar_max": 0.4515, "im_kilobytes": { "jpg": 3640.4 }, "im_kilobytes_mean": 3640.4, "im_kilobytes_min": 3640.4, "im_kilobytes_max": 3640.4, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 285.78 }, "im_clarity_mean": 285.78, "im_clarity_min": 285.78, "im_clarity_max": 285.78, "im_luma": { "jpg": 228.96 }, "im_luma_mean": 228.96, "im_luma_min": 228.96, "im_luma_max": 228.96, "im_saturation": { "jpg": 59.85 }, "im_saturation_mean": 59.85, "im_saturation_min": 59.85, "im_saturation_max": 59.85, "im_entropy": { "jpg": 1.57 }, "im_entropy_mean": 1.57, "im_entropy_min": 1.57, "im_entropy_max": 1.57, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999957167259, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.281853784023153e-09, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 9.68918915948416e-13, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8220973610877991, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.00901087187230587, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.006798183545470238, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9933570027351379, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5784838199615479, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996567964553833, "text_quality_nvidia_edu_nemotron4_score": 1.85546875, "text_quality_nvidia_edu_mixtral_score": 1.5615234375, "text_quality_dclmbaseline_fasttext_score": 0.9997132420539856, "text_quality_dolma3_fasttext_score": 0.9871625304222107, "custom_fasttext_val_fasttext_score": 0.0024091005325317383, "custom_fasttext_core_fasttext_score": 0.00025588274002075195, "custom_fasttext_val_clean_fasttext_score": 0.0015612244606018066, "custom_fasttext_core_clean_fasttext_score": 0.0005055665969848633, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.9453125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0546875, "within_sample_repetition_detection": 7.0 }, "45": { "detoxify": 1, "length_chars": 1082, "length_tokens": 3796, "length_tokens_text_only": 468, "length_tokens_trainable_only": 317, "length_images": 1, "iqa_live_mean": 0.39834521515200827, "iqa_live_min": 0.39834521515200827, "iqa_live_max": 0.39834521515200827, "iqa_csiq_mean": 0.536259114742279, "iqa_csiq_min": 0.536259114742279, "iqa_csiq_max": 0.536259114742279, "iqa_tid2013_mean": 0.2994078000386556, "iqa_tid2013_min": 0.2994078000386556, "iqa_tid2013_max": 0.2994078000386556, "iqa_kadid10k_mean": 0.404296875, "iqa_kadid10k_min": 0.404296875, "iqa_kadid10k_max": 0.404296875, "iqa_flive_mean": 0.6067205872198549, "iqa_flive_min": 0.6067205872198549, "iqa_flive_max": 0.6067205872198549, "iqa_spaq_mean": 0.28902951635495583, "iqa_spaq_min": 0.28902951635495583, "iqa_spaq_max": 0.28902951635495583, "iqa_clive_mean": 0.3394270232229522, "iqa_clive_min": 0.3394270232229522, "iqa_clive_max": 0.3394270232229522, "iqa_koniq10k_mean": 0.6344019186617148, "iqa_koniq10k_min": 0.6344019186617148, "iqa_koniq10k_max": 0.6344019186617148, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999987589300537 }, { "lang": "la", "score": 1.241069946226794e-06 }, { "lang": "tl", "score": 1.478959560295152e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8546243906021118 }, { "lang": "ru", "score": 0.006069686729460955 }, { "lang": "pt", "score": 0.005517107434570789 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.39834521515200827, "iqa_v2_live_min": 0.39834521515200827, "iqa_v2_live_max": 0.39834521515200827, "iqa_v2_csiq_mean": 0.536259114742279, "iqa_v2_csiq_min": 0.536259114742279, "iqa_v2_csiq_max": 0.536259114742279, "iqa_v2_tid2013_mean": 0.2994078000386556, "iqa_v2_tid2013_min": 0.2994078000386556, "iqa_v2_tid2013_max": 0.2994078000386556, "iqa_v2_kadid10k_mean": 0.404296875, "iqa_v2_kadid10k_min": 0.404296875, "iqa_v2_kadid10k_max": 0.404296875, "iqa_v2_flive_mean": 0.6067205872198549, "iqa_v2_flive_min": 0.6067205872198549, "iqa_v2_flive_max": 0.6067205872198549, "iqa_v2_spaq_mean": 0.28902951635495583, "iqa_v2_spaq_min": 0.28902951635495583, "iqa_v2_spaq_max": 0.28902951635495583, "iqa_v2_clive_mean": 0.3394270232229522, "iqa_v2_clive_min": 0.3394270232229522, "iqa_v2_clive_max": 0.3394270232229522, "iqa_v2_koniq10k_mean": 0.6344019186617148, "iqa_v2_koniq10k_min": 0.6344019186617148, "iqa_v2_koniq10k_max": 0.6344019186617148, "imdecont": { "jpg": 0.5068538784980774 }, "imdecont_image_match": { "jpg": 204629 }, "imdecont_max": 0.5068538784980774, "imdecont_mean": 0.5068538784980774, "imdecont_min": 0.5068538784980774, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.71875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.71875, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.71875, "clip_score_dfn_public_prev_turn_only_min": 4.37890625, "clip_score_dfn_public_prev_turn_only_mean": 4.37890625, "clip_score_dfn_public_prev_turn_only_max": 4.37890625, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.640625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.640625, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.640625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.765625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.765625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.765625, "clip_score_clip_vitl14_224_next_turn_only_min": 27.171875, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.171875, "clip_score_clip_vitl14_224_next_turn_only_max": 27.171875, "clip_score_dfn_public_next_turn_only_min": 3.73828125, "clip_score_dfn_public_next_turn_only_mean": 3.73828125, "clip_score_dfn_public_next_turn_only_max": 3.73828125, "clip_score_siglip2_b16_224_next_turn_only_min": 1.578125, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.578125, "clip_score_siglip2_b16_224_next_turn_only_max": 1.578125, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.53125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.53125, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.53125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.71875, "clip_score_dfn_public_prev_and_next_turn_min": 4.37890625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.37890625, "clip_score_dfn_public_prev_and_next_turn_max": 4.37890625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.421875, "im_height": { "jpg": 3073 }, "im_height_mean": 3073.0, "im_height_min": 3073, "im_height_max": 3073, "im_width": { "jpg": 2383 }, "im_width_mean": 2383.0, "im_width_min": 2383, "im_width_max": 2383, "im_ar": { "jpg": 0.7755 }, "im_ar_mean": 0.7755, "im_ar_min": 0.7755, "im_ar_max": 0.7755, "im_kilobytes": { "jpg": 21453.98 }, "im_kilobytes_mean": 21453.98, "im_kilobytes_min": 21453.98, "im_kilobytes_max": 21453.98, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 108.98 }, "im_clarity_mean": 108.98, "im_clarity_min": 108.98, "im_clarity_max": 108.98, "im_luma": { "jpg": 229.67 }, "im_luma_mean": 229.67, "im_luma_min": 229.67, "im_luma_max": 229.67, "im_saturation": { "jpg": 48.55 }, "im_saturation_mean": 48.55, "im_saturation_min": 48.55, "im_saturation_max": 48.55, "im_entropy": { "jpg": 1.61 }, "im_entropy_mean": 1.61, "im_entropy_min": 1.61, "im_entropy_max": 1.61, "unifilter_score_qwen2_5_1_5b": -1.8154296875, "unifilter_score_qwen3_0_6b": -2.12890625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999987589300537, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.241069946226794e-06, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.478959560295152e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8546243906021118, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006069686729460955, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.005517107434570789, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9951332211494446, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6532538533210754, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997708201408386, "text_quality_nvidia_edu_nemotron4_score": 2.337890625, "text_quality_nvidia_edu_mixtral_score": 2.126953125, "text_quality_dclmbaseline_fasttext_score": 0.9975504875183105, "text_quality_dolma3_fasttext_score": 0.9925428628921509, "custom_fasttext_val_fasttext_score": 0.002113819122314453, "custom_fasttext_core_fasttext_score": 4.088878631591797e-05, "custom_fasttext_val_clean_fasttext_score": 0.0013681650161743164, "custom_fasttext_core_clean_fasttext_score": 8.368492126464844e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.15625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.15625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 8.0 }, "48": { "detoxify": 1, "length_chars": 882, "length_tokens": 2674, "length_tokens_text_only": 370, "length_tokens_trainable_only": 256, "length_images": 1, "iqa_live_mean": 0.422729684848978, "iqa_live_min": 0.422729684848978, "iqa_live_max": 0.422729684848978, "iqa_csiq_mean": 0.570743978023529, "iqa_csiq_min": 0.570743978023529, "iqa_csiq_max": 0.570743978023529, "iqa_tid2013_mean": 0.3092819319831, "iqa_tid2013_min": 0.3092819319831, "iqa_tid2013_max": 0.3092819319831, "iqa_kadid10k_mean": 0.3702392578125, "iqa_kadid10k_min": 0.3702392578125, "iqa_kadid10k_max": 0.3702392578125, "iqa_flive_mean": 0.6308683144925821, "iqa_flive_min": 0.6308683144925821, "iqa_flive_max": 0.6308683144925821, "iqa_spaq_mean": 0.3272239607994003, "iqa_spaq_min": 0.3272239607994003, "iqa_spaq_max": 0.3272239607994003, "iqa_clive_mean": 0.3495280333239623, "iqa_clive_min": 0.3495280333239623, "iqa_clive_max": 0.3495280333239623, "iqa_koniq10k_mean": 0.6493955669981061, "iqa_koniq10k_min": 0.6493955669981061, "iqa_koniq10k_max": 0.6493955669981061, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999628589 }, { "lang": "la", "score": 3.714104463782701e-11 }, { "lang": "tl", "score": 3.4922542144973295e-21 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8529741764068604 }, { "lang": "vi", "score": 0.007052249275147915 }, { "lang": "ru", "score": 0.005848678294569254 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.422729684848978, "iqa_v2_live_min": 0.422729684848978, "iqa_v2_live_max": 0.422729684848978, "iqa_v2_csiq_mean": 0.570743978023529, "iqa_v2_csiq_min": 0.570743978023529, "iqa_v2_csiq_max": 0.570743978023529, "iqa_v2_tid2013_mean": 0.3092819319831, "iqa_v2_tid2013_min": 0.3092819319831, "iqa_v2_tid2013_max": 0.3092819319831, "iqa_v2_kadid10k_mean": 0.3702392578125, "iqa_v2_kadid10k_min": 0.3702392578125, "iqa_v2_kadid10k_max": 0.3702392578125, "iqa_v2_flive_mean": 0.6308683144925821, "iqa_v2_flive_min": 0.6308683144925821, "iqa_v2_flive_max": 0.6308683144925821, "iqa_v2_spaq_mean": 0.3272239607994003, "iqa_v2_spaq_min": 0.3272239607994003, "iqa_v2_spaq_max": 0.3272239607994003, "iqa_v2_clive_mean": 0.3495280333239623, "iqa_v2_clive_min": 0.3495280333239623, "iqa_v2_clive_max": 0.3495280333239623, "iqa_v2_koniq10k_mean": 0.6493955669981061, "iqa_v2_koniq10k_min": 0.6493955669981061, "iqa_v2_koniq10k_max": 0.6493955669981061, "imdecont": { "jpg": 0.5387066602706909 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5387066602706909, "imdecont_mean": 0.5387066602706909, "imdecont_min": 0.5387066602706909, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.125, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.125, "clip_score_dfn_public_prev_turn_only_min": 3.548828125, "clip_score_dfn_public_prev_turn_only_mean": 3.548828125, "clip_score_dfn_public_prev_turn_only_max": 3.548828125, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.0625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.0625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.0625, "clip_score_clip_vitl14_224_next_turn_only_min": 25.859375, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.859375, "clip_score_clip_vitl14_224_next_turn_only_max": 25.859375, "clip_score_dfn_public_next_turn_only_min": 4.203125, "clip_score_dfn_public_next_turn_only_mean": 4.203125, "clip_score_dfn_public_next_turn_only_max": 4.203125, "clip_score_siglip2_b16_224_next_turn_only_min": -1.2734375, "clip_score_siglip2_b16_224_next_turn_only_mean": -1.2734375, "clip_score_siglip2_b16_224_next_turn_only_max": -1.2734375, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.859375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.859375, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.265625, "clip_score_dfn_public_prev_and_next_turn_min": 3.7734375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.7734375, "clip_score_dfn_public_prev_and_next_turn_max": 3.7734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.375, "im_height": { "jpg": 2784 }, "im_height_mean": 2784.0, "im_height_min": 2784, "im_height_max": 2784, "im_width": { "jpg": 1528 }, "im_width_mean": 1528.0, "im_width_min": 1528, "im_width_max": 1528, "im_ar": { "jpg": 0.5489 }, "im_ar_mean": 0.5489, "im_ar_min": 0.5489, "im_ar_max": 0.5489, "im_kilobytes": { "jpg": 12462.75 }, "im_kilobytes_mean": 12462.75, "im_kilobytes_min": 12462.75, "im_kilobytes_max": 12462.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 173.05 }, "im_clarity_mean": 173.05, "im_clarity_min": 173.05, "im_clarity_max": 173.05, "im_luma": { "jpg": 226.96 }, "im_luma_mean": 226.96, "im_luma_min": 226.96, "im_luma_max": 226.96, "im_saturation": { "jpg": 39.8 }, "im_saturation_mean": 39.8, "im_saturation_min": 39.8, "im_saturation_max": 39.8, "im_entropy": { "jpg": 1.62 }, "im_entropy_mean": 1.62, "im_entropy_min": 1.62, "im_entropy_max": 1.62, "unifilter_score_qwen2_5_1_5b": -0.671875, "unifilter_score_qwen3_0_6b": 1.8212890625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999628589, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.714104463782701e-11, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 3.4922542144973295e-21, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8529741764068604, "language_detection_annotation_nllb_1_lan": "vi", "language_detection_annotation_nllb_1_score": 0.007052249275147915, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.005848678294569254, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9955691695213318, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5796319842338562, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997962117195129, "text_quality_nvidia_edu_nemotron4_score": 2.00390625, "text_quality_nvidia_edu_mixtral_score": 1.982421875, "text_quality_dclmbaseline_fasttext_score": 0.9995943903923035, "text_quality_dolma3_fasttext_score": 0.992221474647522, "custom_fasttext_val_fasttext_score": 0.0024030208587646484, "custom_fasttext_core_fasttext_score": 0.00018101930618286133, "custom_fasttext_val_clean_fasttext_score": 0.002971649169921875, "custom_fasttext_core_clean_fasttext_score": 0.0002180933952331543, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.265625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.234375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.03125, "within_sample_repetition_detection": 6.0 }, "53": { "detoxify": 1, "length_chars": 501, "length_tokens": 2777, "length_tokens_text_only": 217, "length_tokens_trainable_only": 139, "length_images": 1, "iqa_live_mean": 0.48542697020251335, "iqa_live_min": 0.48542697020251335, "iqa_live_max": 0.48542697020251335, "iqa_csiq_mean": 0.623844563961029, "iqa_csiq_min": 0.623844563961029, "iqa_csiq_max": 0.623844563961029, "iqa_tid2013_mean": 0.4112242062886556, "iqa_tid2013_min": 0.4112242062886556, "iqa_tid2013_max": 0.4112242062886556, "iqa_kadid10k_mean": 0.4609375, "iqa_kadid10k_min": 0.4609375, "iqa_kadid10k_max": 0.4609375, "iqa_flive_mean": 0.6424921209161932, "iqa_flive_min": 0.6424921209161932, "iqa_flive_max": 0.6424921209161932, "iqa_spaq_mean": 0.3567378496882892, "iqa_spaq_min": 0.3567378496882892, "iqa_spaq_max": 0.3567378496882892, "iqa_clive_mean": 0.31851477574820475, "iqa_clive_min": 0.31851477574820475, "iqa_clive_max": 0.31851477574820475, "iqa_koniq10k_mean": 0.6438715770991162, "iqa_koniq10k_min": 0.6438715770991162, "iqa_koniq10k_max": 0.6438715770991162, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999293627 }, { "lang": "la", "score": 7.054511335409689e-11 }, { "lang": "de", "score": 6.157438247006485e-14 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8394904732704163 }, { "lang": "fr", "score": 0.00758301792666316 }, { "lang": "nl", "score": 0.0066790212877094746 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.48542697020251335, "iqa_v2_live_min": 0.48542697020251335, "iqa_v2_live_max": 0.48542697020251335, "iqa_v2_csiq_mean": 0.623844563961029, "iqa_v2_csiq_min": 0.623844563961029, "iqa_v2_csiq_max": 0.623844563961029, "iqa_v2_tid2013_mean": 0.4112242062886556, "iqa_v2_tid2013_min": 0.4112242062886556, "iqa_v2_tid2013_max": 0.4112242062886556, "iqa_v2_kadid10k_mean": 0.4609375, "iqa_v2_kadid10k_min": 0.4609375, "iqa_v2_kadid10k_max": 0.4609375, "iqa_v2_flive_mean": 0.6424921209161932, "iqa_v2_flive_min": 0.6424921209161932, "iqa_v2_flive_max": 0.6424921209161932, "iqa_v2_spaq_mean": 0.3567378496882892, "iqa_v2_spaq_min": 0.3567378496882892, "iqa_v2_spaq_max": 0.3567378496882892, "iqa_v2_clive_mean": 0.31851477574820475, "iqa_v2_clive_min": 0.31851477574820475, "iqa_v2_clive_max": 0.31851477574820475, "iqa_v2_koniq10k_mean": 0.6438715770991162, "iqa_v2_koniq10k_min": 0.6438715770991162, "iqa_v2_koniq10k_max": 0.6438715770991162, "imdecont": { "jpg": 0.6804347634315491 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.6804347634315491, "imdecont_mean": 0.6804347634315491, "imdecont_min": 0.6804347634315491, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.765625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.765625, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.765625, "clip_score_dfn_public_prev_turn_only_min": 3.892578125, "clip_score_dfn_public_prev_turn_only_mean": 3.892578125, "clip_score_dfn_public_prev_turn_only_max": 3.892578125, "clip_score_siglip2_b16_224_prev_turn_only_min": -2.484375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.484375, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.484375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.46875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.46875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.46875, "clip_score_clip_vitl14_224_next_turn_only_min": 31.9375, "clip_score_clip_vitl14_224_next_turn_only_mean": 31.9375, "clip_score_clip_vitl14_224_next_turn_only_max": 31.9375, "clip_score_dfn_public_next_turn_only_min": 3.564453125, "clip_score_dfn_public_next_turn_only_mean": 3.564453125, "clip_score_dfn_public_next_turn_only_max": 3.564453125, "clip_score_siglip2_b16_224_next_turn_only_min": 2.15625, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.15625, "clip_score_siglip2_b16_224_next_turn_only_max": 2.15625, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.421875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.421875, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.484375, "clip_score_dfn_public_prev_and_next_turn_min": 3.609375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.609375, "clip_score_dfn_public_prev_and_next_turn_max": 3.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.703125, "im_height": { "jpg": 1778 }, "im_height_mean": 1778.0, "im_height_min": 1778, "im_height_max": 1778, "im_width": { "jpg": 1817 }, "im_width_mean": 1817.0, "im_width_min": 1817, "im_width_max": 1817, "im_ar": { "jpg": 1.0219 }, "im_ar_mean": 1.0219, "im_ar_min": 1.0219, "im_ar_max": 1.0219, "im_kilobytes": { "jpg": 9464.72 }, "im_kilobytes_mean": 9464.72, "im_kilobytes_min": 9464.72, "im_kilobytes_max": 9464.72, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 260.09 }, "im_clarity_mean": 260.09, "im_clarity_min": 260.09, "im_clarity_max": 260.09, "im_luma": { "jpg": 241.72 }, "im_luma_mean": 241.72, "im_luma_min": 241.72, "im_luma_max": 241.72, "im_saturation": { "jpg": 25.78 }, "im_saturation_mean": 25.78, "im_saturation_min": 25.78, "im_saturation_max": 25.78, "im_entropy": { "jpg": 1.61 }, "im_entropy_mean": 1.61, "im_entropy_min": 1.61, "im_entropy_max": 1.61, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999293627, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 7.054511335409689e-11, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 6.157438247006485e-14, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8394904732704163, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.00758301792666316, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.0066790212877094746, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9922055602073669, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.4275534152984619, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996203184127808, "text_quality_nvidia_edu_nemotron4_score": 2.396484375, "text_quality_nvidia_edu_mixtral_score": 2.056640625, "text_quality_dclmbaseline_fasttext_score": 0.9980590343475342, "text_quality_dolma3_fasttext_score": 0.9999591112136841, "custom_fasttext_val_fasttext_score": 0.0032079219818115234, "custom_fasttext_core_fasttext_score": 6.723403930664062e-05, "custom_fasttext_val_clean_fasttext_score": 0.0015471577644348145, "custom_fasttext_core_clean_fasttext_score": 0.00022071599960327148, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.6171875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.53125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0859375, "within_sample_repetition_detection": 6.0 }, "3": { "detoxify": 1, "length_chars": 817, "length_tokens": 2924, "length_tokens_text_only": 364, "length_tokens_trainable_only": 257, "length_images": 1, "iqa_live_mean": 0.42880607373786694, "iqa_live_min": 0.42880607373786694, "iqa_live_max": 0.42880607373786694, "iqa_csiq_mean": 0.553287923336029, "iqa_csiq_min": 0.553287923336029, "iqa_csiq_max": 0.553287923336029, "iqa_tid2013_mean": 0.3448722097608778, "iqa_tid2013_min": 0.3448722097608778, "iqa_tid2013_max": 0.3448722097608778, "iqa_kadid10k_mean": 0.5167236328125, "iqa_kadid10k_min": 0.5167236328125, "iqa_kadid10k_max": 0.5167236328125, "iqa_flive_mean": 0.6069967867148044, "iqa_flive_min": 0.6069967867148044, "iqa_flive_max": 0.6069967867148044, "iqa_spaq_mean": 0.27687673857717804, "iqa_spaq_min": 0.27687673857717804, "iqa_spaq_max": 0.27687673857717804, "iqa_clive_mean": 0.3584453313037603, "iqa_clive_min": 0.3584453313037603, "iqa_clive_max": 0.3584453313037603, "iqa_koniq10k_mean": 0.6746480922506314, "iqa_koniq10k_min": 0.6746480922506314, "iqa_koniq10k_max": 0.6746480922506314, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.999998111689868 }, { "lang": "la", "score": 1.8883101115608935e-06 }, { "lang": "eo", "score": 2.0459279374944906e-14 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7887458801269531 }, { "lang": "pt", "score": 0.009285836480557919 }, { "lang": "vi", "score": 0.008192830719053745 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.42880607373786694, "iqa_v2_live_min": 0.42880607373786694, "iqa_v2_live_max": 0.42880607373786694, "iqa_v2_csiq_mean": 0.553287923336029, "iqa_v2_csiq_min": 0.553287923336029, "iqa_v2_csiq_max": 0.553287923336029, "iqa_v2_tid2013_mean": 0.3448722097608778, "iqa_v2_tid2013_min": 0.3448722097608778, "iqa_v2_tid2013_max": 0.3448722097608778, "iqa_v2_kadid10k_mean": 0.5167236328125, "iqa_v2_kadid10k_min": 0.5167236328125, "iqa_v2_kadid10k_max": 0.5167236328125, "iqa_v2_flive_mean": 0.6069967867148044, "iqa_v2_flive_min": 0.6069967867148044, "iqa_v2_flive_max": 0.6069967867148044, "iqa_v2_spaq_mean": 0.27687673857717804, "iqa_v2_spaq_min": 0.27687673857717804, "iqa_v2_spaq_max": 0.27687673857717804, "iqa_v2_clive_mean": 0.3584453313037603, "iqa_v2_clive_min": 0.3584453313037603, "iqa_v2_clive_max": 0.3584453313037603, "iqa_v2_koniq10k_mean": 0.6746480922506314, "iqa_v2_koniq10k_min": 0.6746480922506314, "iqa_v2_koniq10k_max": 0.6746480922506314, "imdecont": { "jpg": 0.44898897409439087 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.44898897409439087, "imdecont_mean": 0.44898897409439087, "imdecont_min": 0.44898897409439087, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.296875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.296875, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.296875, "clip_score_dfn_public_prev_turn_only_min": 3.048828125, "clip_score_dfn_public_prev_turn_only_mean": 3.048828125, "clip_score_dfn_public_prev_turn_only_max": 3.048828125, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.625, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.234375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.234375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.234375, "clip_score_clip_vitl14_224_next_turn_only_min": 25.484375, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.484375, "clip_score_clip_vitl14_224_next_turn_only_max": 25.484375, "clip_score_dfn_public_next_turn_only_min": 1.03515625, "clip_score_dfn_public_next_turn_only_mean": 1.03515625, "clip_score_dfn_public_next_turn_only_max": 1.03515625, "clip_score_siglip2_b16_224_next_turn_only_min": 2.25, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.25, "clip_score_siglip2_b16_224_next_turn_only_max": 2.25, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.484375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.484375, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.46875, "clip_score_dfn_public_prev_and_next_turn_min": 3.4609375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.4609375, "clip_score_dfn_public_prev_and_next_turn_max": 3.4609375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.3125, "im_height": { "jpg": 2097 }, "im_height_mean": 2097.0, "im_height_min": 2097, "im_height_max": 2097, "im_width": { "jpg": 2235 }, "im_width_mean": 2235.0, "im_width_min": 2235, "im_width_max": 2235, "im_ar": { "jpg": 1.0658 }, "im_ar_mean": 1.0658, "im_ar_min": 1.0658, "im_ar_max": 1.0658, "im_kilobytes": { "jpg": 13730.84 }, "im_kilobytes_mean": 13730.84, "im_kilobytes_min": 13730.84, "im_kilobytes_max": 13730.84, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 154.91 }, "im_clarity_mean": 154.91, "im_clarity_min": 154.91, "im_clarity_max": 154.91, "im_luma": { "jpg": 238.74 }, "im_luma_mean": 238.74, "im_luma_min": 238.74, "im_luma_max": 238.74, "im_saturation": { "jpg": 27.38 }, "im_saturation_mean": 27.38, "im_saturation_min": 27.38, "im_saturation_max": 27.38, "im_entropy": { "jpg": 1.44 }, "im_entropy_mean": 1.44, "im_entropy_min": 1.44, "im_entropy_max": 1.44, "unifilter_score_qwen2_5_1_5b": 1.310546875, "unifilter_score_qwen3_0_6b": 1.55078125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.999998111689868, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.8883101115608935e-06, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 2.0459279374944906e-14, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7887458801269531, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.009285836480557919, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.008192830719053745, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9950559139251709, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5894849896430969, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999735414981842, "text_quality_nvidia_edu_nemotron4_score": 1.8603515625, "text_quality_nvidia_edu_mixtral_score": 1.8134765625, "text_quality_dclmbaseline_fasttext_score": 0.9999279975891113, "text_quality_dolma3_fasttext_score": 0.9998680353164673, "custom_fasttext_val_fasttext_score": 0.0005939006805419922, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.006058335304260254, "custom_fasttext_core_clean_fasttext_score": 0.0006033182144165039, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.171875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.078125, "within_sample_repetition_detection": 8.0 }, "57": { "detoxify": 1, "length_chars": 799, "length_tokens": 1900, "length_tokens_text_only": 364, "length_tokens_trainable_only": 229, "length_images": 1, "iqa_live_mean": 0.5574953098489781, "iqa_live_min": 0.5574953098489781, "iqa_live_max": 0.5574953098489781, "iqa_csiq_mean": 0.711979329586029, "iqa_csiq_min": 0.711979329586029, "iqa_csiq_max": 0.711979329586029, "iqa_tid2013_mean": 0.39185571670532227, "iqa_tid2013_min": 0.39185571670532227, "iqa_tid2013_max": 0.39185571670532227, "iqa_kadid10k_mean": 0.48583984375, "iqa_kadid10k_min": 0.48583984375, "iqa_kadid10k_max": 0.48583984375, "iqa_flive_mean": 0.7013386427754104, "iqa_flive_min": 0.7013386427754104, "iqa_flive_max": 0.7013386427754104, "iqa_spaq_mean": 0.5191234241832386, "iqa_spaq_min": 0.5191234241832386, "iqa_spaq_max": 0.5191234241832386, "iqa_clive_mean": 0.5572300535259825, "iqa_clive_min": 0.5572300535259825, "iqa_clive_max": 0.5572300535259825, "iqa_koniq10k_mean": 0.646554657907197, "iqa_koniq10k_min": 0.646554657907197, "iqa_koniq10k_max": 0.646554657907197, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999644 }, { "lang": "la", "score": 3.5654348614556716e-14 }, { "lang": "eo", "score": 4.537593125956299e-24 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8404654860496521 }, { "lang": "ru", "score": 0.007664925884455442 }, { "lang": "ko", "score": 0.0058136992156505585 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5574953098489781, "iqa_v2_live_min": 0.5574953098489781, "iqa_v2_live_max": 0.5574953098489781, "iqa_v2_csiq_mean": 0.711979329586029, "iqa_v2_csiq_min": 0.711979329586029, "iqa_v2_csiq_max": 0.711979329586029, "iqa_v2_tid2013_mean": 0.39185571670532227, "iqa_v2_tid2013_min": 0.39185571670532227, "iqa_v2_tid2013_max": 0.39185571670532227, "iqa_v2_kadid10k_mean": 0.48583984375, "iqa_v2_kadid10k_min": 0.48583984375, "iqa_v2_kadid10k_max": 0.48583984375, "iqa_v2_flive_mean": 0.7013386427754104, "iqa_v2_flive_min": 0.7013386427754104, "iqa_v2_flive_max": 0.7013386427754104, "iqa_v2_spaq_mean": 0.5191234241832386, "iqa_v2_spaq_min": 0.5191234241832386, "iqa_v2_spaq_max": 0.5191234241832386, "iqa_v2_clive_mean": 0.5572300535259825, "iqa_v2_clive_min": 0.5572300535259825, "iqa_v2_clive_max": 0.5572300535259825, "iqa_v2_koniq10k_mean": 0.646554657907197, "iqa_v2_koniq10k_min": 0.646554657907197, "iqa_v2_koniq10k_max": 0.646554657907197, "imdecont": { "jpg": 0.46187907457351685 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.46187907457351685, "imdecont_mean": 0.46187907457351685, "imdecont_min": 0.46187907457351685, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.4375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.4375, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.4375, "clip_score_dfn_public_prev_turn_only_min": 3.693359375, "clip_score_dfn_public_prev_turn_only_mean": 3.693359375, "clip_score_dfn_public_prev_turn_only_max": 3.693359375, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.640625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.640625, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.640625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.34375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.34375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.34375, "clip_score_clip_vitl14_224_next_turn_only_min": 29.34375, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.34375, "clip_score_clip_vitl14_224_next_turn_only_max": 29.34375, "clip_score_dfn_public_next_turn_only_min": 2.046875, "clip_score_dfn_public_next_turn_only_mean": 2.046875, "clip_score_dfn_public_next_turn_only_max": 2.046875, "clip_score_siglip2_b16_224_next_turn_only_min": 0.53125, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.53125, "clip_score_siglip2_b16_224_next_turn_only_max": 0.53125, "clip_score_longclip_vitl14_224_next_turn_only_min": 27.0, "clip_score_longclip_vitl14_224_next_turn_only_mean": 27.0, "clip_score_longclip_vitl14_224_next_turn_only_max": 27.0, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.4375, "clip_score_dfn_public_prev_and_next_turn_min": 3.693359375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.693359375, "clip_score_dfn_public_prev_and_next_turn_max": 3.693359375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.78125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.78125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.78125, "im_height": { "jpg": 2535 }, "im_height_mean": 2535.0, "im_height_min": 2535, "im_height_max": 2535, "im_width": { "jpg": 551 }, "im_width_mean": 551.0, "im_width_min": 551, "im_width_max": 551, "im_ar": { "jpg": 0.2174 }, "im_ar_mean": 0.2174, "im_ar_min": 0.2174, "im_ar_max": 0.2174, "im_kilobytes": { "jpg": 4092.14 }, "im_kilobytes_mean": 4092.14, "im_kilobytes_min": 4092.14, "im_kilobytes_max": 4092.14, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 420.02 }, "im_clarity_mean": 420.02, "im_clarity_min": 420.02, "im_clarity_max": 420.02, "im_luma": { "jpg": 228.61 }, "im_luma_mean": 228.61, "im_luma_min": 228.61, "im_luma_max": 228.61, "im_saturation": { "jpg": 33.34 }, "im_saturation_mean": 33.34, "im_saturation_min": 33.34, "im_saturation_max": 33.34, "im_entropy": { "jpg": 1.96 }, "im_entropy_mean": 1.96, "im_entropy_min": 1.96, "im_entropy_max": 1.96, "unifilter_score_qwen2_5_1_5b": 0.5595703125, "unifilter_score_qwen3_0_6b": 0.84033203125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999644, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.5654348614556716e-14, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 4.537593125956299e-24, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8404654860496521, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007664925884455442, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.0058136992156505585, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9915741086006165, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8210200071334839, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997108578681946, "text_quality_nvidia_edu_nemotron4_score": 2.083984375, "text_quality_nvidia_edu_mixtral_score": 2.025390625, "text_quality_dclmbaseline_fasttext_score": 0.999963641166687, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0006203055381774902, "custom_fasttext_core_fasttext_score": 1.6927719116210938e-05, "custom_fasttext_val_clean_fasttext_score": 0.0007876753807067871, "custom_fasttext_core_clean_fasttext_score": 5.805492401123047e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.2578125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.40625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1484375, "within_sample_repetition_detection": 4.0 }, "46": { "detoxify": 1, "length_chars": 1313, "length_tokens": 3900, "length_tokens_text_only": 572, "length_tokens_trainable_only": 428, "length_images": 1, "iqa_live_mean": 0.4229664272732204, "iqa_live_min": 0.4229664272732204, "iqa_live_max": 0.4229664272732204, "iqa_csiq_mean": 0.575748860836029, "iqa_csiq_min": 0.575748860836029, "iqa_csiq_max": 0.575748860836029, "iqa_tid2013_mean": 0.3312003347608778, "iqa_tid2013_min": 0.3312003347608778, "iqa_tid2013_max": 0.3312003347608778, "iqa_kadid10k_mean": 0.41455078125, "iqa_kadid10k_min": 0.41455078125, "iqa_kadid10k_max": 0.41455078125, "iqa_flive_mean": 0.6206489331794508, "iqa_flive_min": 0.6206489331794508, "iqa_flive_max": 0.6206489331794508, "iqa_spaq_mean": 0.3253300214054609, "iqa_spaq_min": 0.3253300214054609, "iqa_spaq_max": 0.3253300214054609, "iqa_clive_mean": 0.39001098786941685, "iqa_clive_min": 0.39001098786941685, "iqa_clive_max": 0.39001098786941685, "iqa_koniq10k_mean": 0.6514473346748738, "iqa_koniq10k_min": 0.6514473346748738, "iqa_koniq10k_max": 0.6514473346748738, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 1.2921874086807857e-17 }, { "lang": "eo", "score": 1.0593070861326459e-29 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8086293339729309 }, { "lang": "ru", "score": 0.007635159883648157 }, { "lang": "ja", "score": 0.006818854250013828 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4229664272732204, "iqa_v2_live_min": 0.4229664272732204, "iqa_v2_live_max": 0.4229664272732204, "iqa_v2_csiq_mean": 0.575748860836029, "iqa_v2_csiq_min": 0.575748860836029, "iqa_v2_csiq_max": 0.575748860836029, "iqa_v2_tid2013_mean": 0.3312003347608778, "iqa_v2_tid2013_min": 0.3312003347608778, "iqa_v2_tid2013_max": 0.3312003347608778, "iqa_v2_kadid10k_mean": 0.41455078125, "iqa_v2_kadid10k_min": 0.41455078125, "iqa_v2_kadid10k_max": 0.41455078125, "iqa_v2_flive_mean": 0.6206292046440973, "iqa_v2_flive_min": 0.6206292046440973, "iqa_v2_flive_max": 0.6206292046440973, "iqa_v2_spaq_mean": 0.3253300214054609, "iqa_v2_spaq_min": 0.3253300214054609, "iqa_v2_spaq_max": 0.3253300214054609, "iqa_v2_clive_mean": 0.39001098786941685, "iqa_v2_clive_min": 0.39001098786941685, "iqa_v2_clive_max": 0.39001098786941685, "iqa_v2_koniq10k_mean": 0.6514473346748738, "iqa_v2_koniq10k_min": 0.6514473346748738, "iqa_v2_koniq10k_max": 0.6514473346748738, "imdecont": { "jpg": 0.4481438398361206 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.4481438398361206, "imdecont_mean": 0.4481438398361206, "imdecont_min": 0.4481438398361206, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.21875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.21875, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.21875, "clip_score_dfn_public_prev_turn_only_min": 3.16796875, "clip_score_dfn_public_prev_turn_only_mean": 3.16796875, "clip_score_dfn_public_prev_turn_only_max": 3.16796875, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.453125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.453125, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.453125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.671875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.671875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.671875, "clip_score_clip_vitl14_224_next_turn_only_min": 26.984375, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.984375, "clip_score_clip_vitl14_224_next_turn_only_max": 26.984375, "clip_score_dfn_public_next_turn_only_min": 2.353515625, "clip_score_dfn_public_next_turn_only_mean": 2.353515625, "clip_score_dfn_public_next_turn_only_max": 2.353515625, "clip_score_siglip2_b16_224_next_turn_only_min": -0.15625, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.15625, "clip_score_siglip2_b16_224_next_turn_only_max": -0.15625, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.8125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.8125, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.21875, "clip_score_dfn_public_prev_and_next_turn_min": 3.16796875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.16796875, "clip_score_dfn_public_prev_and_next_turn_max": 3.16796875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.453125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.453125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.453125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.265625, "im_height": { "jpg": 2669 }, "im_height_mean": 2669.0, "im_height_min": 2669, "im_height_max": 2669, "im_width": { "jpg": 1907 }, "im_width_mean": 1907.0, "im_width_min": 1907, "im_width_max": 1907, "im_ar": { "jpg": 0.7145 }, "im_ar_mean": 0.7145, "im_ar_min": 0.7145, "im_ar_max": 0.7145, "im_kilobytes": { "jpg": 14911.47 }, "im_kilobytes_mean": 14911.47, "im_kilobytes_min": 14911.47, "im_kilobytes_max": 14911.47, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 160.41 }, "im_clarity_mean": 160.41, "im_clarity_min": 160.41, "im_clarity_max": 160.41, "im_luma": { "jpg": 211.22 }, "im_luma_mean": 211.22, "im_luma_min": 211.22, "im_luma_max": 211.22, "im_saturation": { "jpg": 57.16 }, "im_saturation_mean": 57.16, "im_saturation_min": 57.16, "im_saturation_max": 57.16, "im_entropy": { "jpg": 1.85 }, "im_entropy_mean": 1.85, "im_entropy_min": 1.85, "im_entropy_max": 1.85, "unifilter_score_qwen2_5_1_5b": -2.01171875, "unifilter_score_qwen3_0_6b": -0.477294921875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.2921874086807857e-17, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.0593070861326459e-29, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8086293339729309, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007635159883648157, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.006818854250013828, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9934858679771423, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5659599900245667, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996881484985352, "text_quality_nvidia_edu_nemotron4_score": 2.17578125, "text_quality_nvidia_edu_mixtral_score": 2.099609375, "text_quality_dclmbaseline_fasttext_score": 0.9997866749763489, "text_quality_dolma3_fasttext_score": 0.9999734163284302, "custom_fasttext_val_fasttext_score": 0.0022760629653930664, "custom_fasttext_core_fasttext_score": 0.00014531612396240234, "custom_fasttext_val_clean_fasttext_score": 0.0012578368186950684, "custom_fasttext_core_clean_fasttext_score": 4.589557647705078e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.9140625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0234375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.109375, "within_sample_repetition_detection": 7.0 }, "54": { "detoxify": 1, "length_chars": 1124, "length_tokens": 2261, "length_tokens_text_only": 469, "length_tokens_trainable_only": 338, "length_images": 1, "iqa_live_mean": 0.28273595944799557, "iqa_live_min": 0.28273595944799557, "iqa_live_max": 0.28273595944799557, "iqa_csiq_mean": 0.37561458349227905, "iqa_csiq_min": 0.37561458349227905, "iqa_csiq_max": 0.37561458349227905, "iqa_tid2013_mean": 0.21032359864976669, "iqa_tid2013_min": 0.21032359864976669, "iqa_tid2013_max": 0.21032359864976669, "iqa_kadid10k_mean": 0.2066650390625, "iqa_kadid10k_min": 0.2066650390625, "iqa_kadid10k_max": 0.2066650390625, "iqa_flive_mean": 0.5223613700481377, "iqa_flive_min": 0.5223613700481377, "iqa_flive_max": 0.5223613700481377, "iqa_spaq_mean": 0.10942093049636996, "iqa_spaq_min": 0.10942093049636996, "iqa_spaq_max": 0.10942093049636996, "iqa_clive_mean": 0.3717029070613361, "iqa_clive_min": 0.3717029070613361, "iqa_clive_max": 0.3717029070613361, "iqa_koniq10k_mean": 0.6546039003314394, "iqa_koniq10k_min": 0.6546039003314394, "iqa_koniq10k_max": 0.6546039003314394, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 5.572983179384088e-21 }, { "lang": "tl", "score": 1.709068424480413e-25 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.83952796459198 }, { "lang": "ru", "score": 0.007044976111501455 }, { "lang": "ja", "score": 0.006869275122880936 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.28273595944799557, "iqa_v2_live_min": 0.28273595944799557, "iqa_v2_live_max": 0.28273595944799557, "iqa_v2_csiq_mean": 0.37558406591415405, "iqa_v2_csiq_min": 0.37558406591415405, "iqa_v2_csiq_max": 0.37558406591415405, "iqa_v2_tid2013_mean": 0.21032359864976669, "iqa_v2_tid2013_min": 0.21032359864976669, "iqa_v2_tid2013_max": 0.21032359864976669, "iqa_v2_kadid10k_mean": 0.2066650390625, "iqa_v2_kadid10k_min": 0.2066650390625, "iqa_v2_kadid10k_max": 0.2066650390625, "iqa_v2_flive_mean": 0.5224402841895518, "iqa_v2_flive_min": 0.5224402841895518, "iqa_v2_flive_max": 0.5224402841895518, "iqa_v2_spaq_mean": 0.10942093049636996, "iqa_v2_spaq_min": 0.10942093049636996, "iqa_v2_spaq_max": 0.10942093049636996, "iqa_v2_clive_mean": 0.3715450787785078, "iqa_v2_clive_min": 0.3715450787785078, "iqa_v2_clive_max": 0.3715450787785078, "iqa_v2_koniq10k_mean": 0.6544460720486112, "iqa_v2_koniq10k_min": 0.6544460720486112, "iqa_v2_koniq10k_max": 0.6544460720486112, "imdecont": { "jpg": 0.4290130138397217 }, "imdecont_image_match": { "jpg": 264727 }, "imdecont_max": 0.4290130138397217, "imdecont_mean": 0.4290130138397217, "imdecont_min": 0.4290130138397217, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.34375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.34375, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.34375, "clip_score_dfn_public_prev_turn_only_min": 2.865234375, "clip_score_dfn_public_prev_turn_only_mean": 2.865234375, "clip_score_dfn_public_prev_turn_only_max": 2.865234375, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.8671875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.8671875, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.8671875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.5, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.5, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.5, "clip_score_clip_vitl14_224_next_turn_only_min": 24.71875, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.71875, "clip_score_clip_vitl14_224_next_turn_only_max": 24.71875, "clip_score_dfn_public_next_turn_only_min": 1.5498046875, "clip_score_dfn_public_next_turn_only_mean": 1.5498046875, "clip_score_dfn_public_next_turn_only_max": 1.5498046875, "clip_score_siglip2_b16_224_next_turn_only_min": 0.421875, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.421875, "clip_score_siglip2_b16_224_next_turn_only_max": 0.421875, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.046875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.046875, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.34375, "clip_score_dfn_public_prev_and_next_turn_min": 2.865234375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.865234375, "clip_score_dfn_public_prev_and_next_turn_max": 2.865234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.8671875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.8671875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.8671875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.546875, "im_height": { "jpg": 5066 }, "im_height_mean": 5066.0, "im_height_min": 5066, "im_height_max": 5066, "im_width": { "jpg": 3024 }, "im_width_mean": 3024.0, "im_width_min": 3024, "im_width_max": 3024, "im_ar": { "jpg": 0.5969 }, "im_ar_mean": 0.5969, "im_ar_min": 0.5969, "im_ar_max": 0.5969, "im_kilobytes": { "jpg": 44881.59 }, "im_kilobytes_mean": 44881.59, "im_kilobytes_min": 44881.59, "im_kilobytes_max": 44881.59, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 88.96 }, "im_clarity_mean": 88.96, "im_clarity_min": 88.96, "im_clarity_max": 88.96, "im_luma": { "jpg": 219.14 }, "im_luma_mean": 219.14, "im_luma_min": 219.14, "im_luma_max": 219.14, "im_saturation": { "jpg": 37.21 }, "im_saturation_mean": 37.21, "im_saturation_min": 37.21, "im_saturation_max": 37.21, "im_entropy": { "jpg": 1.49 }, "im_entropy_mean": 1.49, "im_entropy_min": 1.49, "im_entropy_max": 1.49, "unifilter_score_qwen2_5_1_5b": -0.666015625, "unifilter_score_qwen3_0_6b": -1.9560546875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 5.572983179384088e-21, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.709068424480413e-25, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.83952796459198, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007044976111501455, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.006869275122880936, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9944100975990295, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.4049176573753357, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9998202919960022, "text_quality_nvidia_edu_nemotron4_score": 2.298828125, "text_quality_nvidia_edu_mixtral_score": 2.091796875, "text_quality_dclmbaseline_fasttext_score": 0.99982088804245, "text_quality_dolma3_fasttext_score": 0.999819815158844, "custom_fasttext_val_fasttext_score": 0.0024336576461791992, "custom_fasttext_core_fasttext_score": 7.56978988647461e-05, "custom_fasttext_val_clean_fasttext_score": 0.002292811870574951, "custom_fasttext_core_clean_fasttext_score": 0.00022488832473754883, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.015625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.1640625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1484375, "within_sample_repetition_detection": 7.0 }, "58": { "detoxify": 1, "length_chars": 897, "length_tokens": 3696, "length_tokens_text_only": 368, "length_tokens_trainable_only": 264, "length_images": 1, "iqa_live_mean": 0.4541375131318063, "iqa_live_min": 0.4541375131318063, "iqa_live_max": 0.4541375131318063, "iqa_csiq_mean": 0.578556478023529, "iqa_csiq_min": 0.578556478023529, "iqa_csiq_max": 0.578556478023529, "iqa_tid2013_mean": 0.3499720361497667, "iqa_tid2013_min": 0.3499720361497667, "iqa_tid2013_max": 0.3499720361497667, "iqa_kadid10k_mean": 0.4202880859375, "iqa_kadid10k_min": 0.4202880859375, "iqa_kadid10k_max": 0.4202880859375, "iqa_flive_mean": 0.6535758586845013, "iqa_flive_min": 0.6535758586845013, "iqa_flive_max": 0.6535758586845013, "iqa_spaq_mean": 0.3848312840317235, "iqa_spaq_min": 0.3848312840317235, "iqa_spaq_max": 0.3848312840317235, "iqa_clive_mean": 0.4475196684249724, "iqa_clive_min": 0.4475196684249724, "iqa_clive_max": 0.4475196684249724, "iqa_koniq10k_mean": 0.6588652639678031, "iqa_koniq10k_min": 0.6588652639678031, "iqa_koniq10k_max": 0.6588652639678031, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999995016 }, { "lang": "la", "score": 4.980938350186516e-13 }, { "lang": "eo", "score": 3.6926780659527755e-16 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8945086002349854 }, { "lang": "ru", "score": 0.005011989735066891 }, { "lang": "id", "score": 0.004416903015226126 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4541375131318063, "iqa_v2_live_min": 0.4541375131318063, "iqa_v2_live_max": 0.4541375131318063, "iqa_v2_csiq_mean": 0.578556478023529, "iqa_v2_csiq_min": 0.578556478023529, "iqa_v2_csiq_max": 0.578556478023529, "iqa_v2_tid2013_mean": 0.3499720361497667, "iqa_v2_tid2013_min": 0.3499720361497667, "iqa_v2_tid2013_max": 0.3499720361497667, "iqa_v2_kadid10k_mean": 0.4202880859375, "iqa_v2_kadid10k_min": 0.4202880859375, "iqa_v2_kadid10k_max": 0.4202880859375, "iqa_v2_flive_mean": 0.6535758586845013, "iqa_v2_flive_min": 0.6535758586845013, "iqa_v2_flive_max": 0.6535758586845013, "iqa_v2_spaq_mean": 0.3848312840317235, "iqa_v2_spaq_min": 0.3848312840317235, "iqa_v2_spaq_max": 0.3848312840317235, "iqa_v2_clive_mean": 0.4475196684249724, "iqa_v2_clive_min": 0.4475196684249724, "iqa_v2_clive_max": 0.4475196684249724, "iqa_v2_koniq10k_mean": 0.6588652639678031, "iqa_v2_koniq10k_min": 0.6588652639678031, "iqa_v2_koniq10k_max": 0.6588652639678031, "imdecont": { "jpg": 0.5240788459777832 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.5240788459777832, "imdecont_mean": 0.5240788459777832, "imdecont_min": 0.5240788459777832, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.15625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.15625, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.15625, "clip_score_dfn_public_prev_turn_only_min": 4.15234375, "clip_score_dfn_public_prev_turn_only_mean": 4.15234375, "clip_score_dfn_public_prev_turn_only_max": 4.15234375, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.90625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.90625, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.90625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.609375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.609375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.609375, "clip_score_clip_vitl14_224_next_turn_only_min": 24.140625, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.140625, "clip_score_clip_vitl14_224_next_turn_only_max": 24.140625, "clip_score_dfn_public_next_turn_only_min": 3.623046875, "clip_score_dfn_public_next_turn_only_mean": 3.623046875, "clip_score_dfn_public_next_turn_only_max": 3.623046875, "clip_score_siglip2_b16_224_next_turn_only_min": 4.375, "clip_score_siglip2_b16_224_next_turn_only_mean": 4.375, "clip_score_siglip2_b16_224_next_turn_only_max": 4.375, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.640625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.640625, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.875, "clip_score_dfn_public_prev_and_next_turn_min": 4.78515625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.78515625, "clip_score_dfn_public_prev_and_next_turn_max": 4.78515625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.359375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.359375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.359375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.046875, "im_height": { "jpg": 2837 }, "im_height_mean": 2837.0, "im_height_min": 2837, "im_height_max": 2837, "im_width": { "jpg": 2119 }, "im_width_mean": 2119.0, "im_width_min": 2119, "im_width_max": 2119, "im_ar": { "jpg": 0.7469 }, "im_ar_mean": 0.7469, "im_ar_min": 0.7469, "im_ar_max": 0.7469, "im_kilobytes": { "jpg": 17612.12 }, "im_kilobytes_mean": 17612.12, "im_kilobytes_min": 17612.12, "im_kilobytes_max": 17612.12, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 160.36 }, "im_clarity_mean": 160.36, "im_clarity_min": 160.36, "im_clarity_max": 160.36, "im_luma": { "jpg": 229.43 }, "im_luma_mean": 229.43, "im_luma_min": 229.43, "im_luma_max": 229.43, "im_saturation": { "jpg": 66.63 }, "im_saturation_mean": 66.63, "im_saturation_min": 66.63, "im_saturation_max": 66.63, "im_entropy": { "jpg": 1.94 }, "im_entropy_mean": 1.94, "im_entropy_min": 1.94, "im_entropy_max": 1.94, "unifilter_score_qwen2_5_1_5b": -0.72900390625, "unifilter_score_qwen3_0_6b": 0.478759765625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999995016, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.980938350186516e-13, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 3.6926780659527755e-16, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8945086002349854, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005011989735066891, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.004416903015226126, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9836432337760925, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8865407109260559, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9972395896911621, "text_quality_nvidia_edu_nemotron4_score": 2.466796875, "text_quality_nvidia_edu_mixtral_score": 2.205078125, "text_quality_dclmbaseline_fasttext_score": 0.9830500483512878, "text_quality_dolma3_fasttext_score": 0.9966505765914917, "custom_fasttext_val_fasttext_score": 0.0037445425987243652, "custom_fasttext_core_fasttext_score": 0.0001849532127380371, "custom_fasttext_val_clean_fasttext_score": 0.0022739171981811523, "custom_fasttext_core_clean_fasttext_score": 0.0009966492652893066, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.9765625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.015625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0390625, "within_sample_repetition_detection": 8.0 }, "60": { "detoxify": 1, "length_chars": 792, "length_tokens": 2933, "length_tokens_text_only": 373, "length_tokens_trainable_only": 257, "length_images": 1, "iqa_live_mean": 0.4672372606065538, "iqa_live_min": 0.4672372606065538, "iqa_live_max": 0.4672372606065538, "iqa_csiq_mean": 0.581730306148529, "iqa_csiq_min": 0.581730306148529, "iqa_csiq_max": 0.581730306148529, "iqa_tid2013_mean": 0.3404234250386556, "iqa_tid2013_min": 0.3404234250386556, "iqa_tid2013_max": 0.3404234250386556, "iqa_kadid10k_mean": 0.470947265625, "iqa_kadid10k_min": 0.470947265625, "iqa_kadid10k_max": 0.470947265625, "iqa_flive_mean": 0.6475734518031881, "iqa_flive_min": 0.6475734518031881, "iqa_flive_max": 0.6475734518031881, "iqa_spaq_mean": 0.36376120827414776, "iqa_spaq_min": 0.36376120827414776, "iqa_spaq_max": 0.36376120827414776, "iqa_clive_mean": 0.3569459626168916, "iqa_clive_min": 0.3569459626168916, "iqa_clive_max": 0.3569459626168916, "iqa_koniq10k_mean": 0.687274354876894, "iqa_koniq10k_min": 0.687274354876894, "iqa_koniq10k_max": 0.687274354876894, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999934 }, { "lang": "la", "score": 6.576488921020716e-15 }, { "lang": "eo", "score": 3.644315574044984e-22 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8311324715614319 }, { "lang": "ru", "score": 0.0068871499970555305 }, { "lang": "pt", "score": 0.006659733131527901 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4672372606065538, "iqa_v2_live_min": 0.4672372606065538, "iqa_v2_live_max": 0.4672372606065538, "iqa_v2_csiq_mean": 0.581730306148529, "iqa_v2_csiq_min": 0.581730306148529, "iqa_v2_csiq_max": 0.581730306148529, "iqa_v2_tid2013_mean": 0.3404234250386556, "iqa_v2_tid2013_min": 0.3404234250386556, "iqa_v2_tid2013_max": 0.3404234250386556, "iqa_v2_kadid10k_mean": 0.470947265625, "iqa_v2_kadid10k_min": 0.470947265625, "iqa_v2_kadid10k_max": 0.470947265625, "iqa_v2_flive_mean": 0.6475734518031881, "iqa_v2_flive_min": 0.6475734518031881, "iqa_v2_flive_max": 0.6475734518031881, "iqa_v2_spaq_mean": 0.36376120827414776, "iqa_v2_spaq_min": 0.36376120827414776, "iqa_v2_spaq_max": 0.36376120827414776, "iqa_v2_clive_mean": 0.3569459626168916, "iqa_v2_clive_min": 0.3569459626168916, "iqa_v2_clive_max": 0.3569459626168916, "iqa_v2_koniq10k_mean": 0.687274354876894, "iqa_v2_koniq10k_min": 0.687274354876894, "iqa_v2_koniq10k_max": 0.687274354876894, "imdecont": { "jpg": 0.5336962342262268 }, "imdecont_image_match": { "jpg": 204629 }, "imdecont_max": 0.5336962342262268, "imdecont_mean": 0.5336962342262268, "imdecont_min": 0.5336962342262268, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.09375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.09375, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.09375, "clip_score_dfn_public_prev_turn_only_min": 4.15625, "clip_score_dfn_public_prev_turn_only_mean": 4.15625, "clip_score_dfn_public_prev_turn_only_max": 4.15625, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.171875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.171875, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.171875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.75, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.75, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.75, "clip_score_clip_vitl14_224_next_turn_only_min": 25.03125, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.03125, "clip_score_clip_vitl14_224_next_turn_only_max": 25.03125, "clip_score_dfn_public_next_turn_only_min": 3.00390625, "clip_score_dfn_public_next_turn_only_mean": 3.00390625, "clip_score_dfn_public_next_turn_only_max": 3.00390625, "clip_score_siglip2_b16_224_next_turn_only_min": 1.859375, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.859375, "clip_score_siglip2_b16_224_next_turn_only_max": 1.859375, "clip_score_longclip_vitl14_224_next_turn_only_min": 27.984375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 27.984375, "clip_score_longclip_vitl14_224_next_turn_only_max": 27.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.65625, "clip_score_dfn_public_prev_and_next_turn_min": 4.7734375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.7734375, "clip_score_dfn_public_prev_and_next_turn_max": 4.7734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.53125, "im_height": { "jpg": 2161 }, "im_height_mean": 2161.0, "im_height_min": 2161, "im_height_max": 2161, "im_width": { "jpg": 2229 }, "im_width_mean": 2229.0, "im_width_min": 2229, "im_width_max": 2229, "im_ar": { "jpg": 1.0315 }, "im_ar_mean": 1.0315, "im_ar_min": 1.0315, "im_ar_max": 1.0315, "im_kilobytes": { "jpg": 14111.92 }, "im_kilobytes_mean": 14111.92, "im_kilobytes_min": 14111.92, "im_kilobytes_max": 14111.92, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 134.45 }, "im_clarity_mean": 134.45, "im_clarity_min": 134.45, "im_clarity_max": 134.45, "im_luma": { "jpg": 216.06 }, "im_luma_mean": 216.06, "im_luma_min": 216.06, "im_luma_max": 216.06, "im_saturation": { "jpg": 40.52 }, "im_saturation_mean": 40.52, "im_saturation_min": 40.52, "im_saturation_max": 40.52, "im_entropy": { "jpg": 1.73 }, "im_entropy_mean": 1.73, "im_entropy_min": 1.73, "im_entropy_max": 1.73, "unifilter_score_qwen2_5_1_5b": -1.3154296875, "unifilter_score_qwen3_0_6b": 0.95849609375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999934, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 6.576488921020716e-15, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 3.644315574044984e-22, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8311324715614319, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0068871499970555305, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.006659733131527901, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9944421648979187, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.4334767460823059, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999778687953949, "text_quality_nvidia_edu_nemotron4_score": 2.287109375, "text_quality_nvidia_edu_mixtral_score": 2.025390625, "text_quality_dclmbaseline_fasttext_score": 0.9992147088050842, "text_quality_dolma3_fasttext_score": 0.9992653727531433, "custom_fasttext_val_fasttext_score": 0.0013288259506225586, "custom_fasttext_core_fasttext_score": 3.063678741455078e-05, "custom_fasttext_val_clean_fasttext_score": 0.003377974033355713, "custom_fasttext_core_clean_fasttext_score": 0.000260770320892334, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.359375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.171875, "within_sample_repetition_detection": 7.0 }, "55": { "detoxify": 1, "length_chars": 1171, "length_tokens": 3046, "length_tokens_text_only": 486, "length_tokens_trainable_only": 342, "length_images": 1, "iqa_live_mean": 0.40047589697019015, "iqa_live_min": 0.40047589697019015, "iqa_live_max": 0.40047589697019015, "iqa_csiq_mean": 0.554508626461029, "iqa_csiq_min": 0.554508626461029, "iqa_csiq_max": 0.554508626461029, "iqa_tid2013_mean": 0.32034964031643337, "iqa_tid2013_min": 0.32034964031643337, "iqa_tid2013_max": 0.32034964031643337, "iqa_kadid10k_mean": 0.3897705078125, "iqa_kadid10k_min": 0.3897705078125, "iqa_kadid10k_max": 0.3897705078125, "iqa_flive_mean": 0.6121853915127842, "iqa_flive_min": 0.6121853915127842, "iqa_flive_max": 0.6121853915127842, "iqa_spaq_mean": 0.30560148605192555, "iqa_spaq_min": 0.30560148605192555, "iqa_spaq_max": 0.30560148605192555, "iqa_clive_mean": 0.3712294222128512, "iqa_clive_min": 0.3712294222128512, "iqa_clive_max": 0.3712294222128512, "iqa_koniq10k_mean": 0.6344019186617148, "iqa_koniq10k_min": 0.6344019186617148, "iqa_koniq10k_max": 0.6344019186617148, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9980028243697822 }, { "lang": "la", "score": 0.001997175615522054 }, { "lang": "eo", "score": 1.4623646773383566e-11 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8390174508094788 }, { "lang": "tr", "score": 0.007238820195198059 }, { "lang": "pt", "score": 0.006859609391540289 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.40047589697019015, "iqa_v2_live_min": 0.40047589697019015, "iqa_v2_live_max": 0.40047589697019015, "iqa_v2_csiq_mean": 0.554508626461029, "iqa_v2_csiq_min": 0.554508626461029, "iqa_v2_csiq_max": 0.554508626461029, "iqa_v2_tid2013_mean": 0.32034964031643337, "iqa_v2_tid2013_min": 0.32034964031643337, "iqa_v2_tid2013_max": 0.32034964031643337, "iqa_v2_kadid10k_mean": 0.3897705078125, "iqa_v2_kadid10k_min": 0.3897705078125, "iqa_v2_kadid10k_max": 0.3897705078125, "iqa_v2_flive_mean": 0.6121853915127842, "iqa_v2_flive_min": 0.6121853915127842, "iqa_v2_flive_max": 0.6121853915127842, "iqa_v2_spaq_mean": 0.30560148605192555, "iqa_v2_spaq_min": 0.30560148605192555, "iqa_v2_spaq_max": 0.30560148605192555, "iqa_v2_clive_mean": 0.3712294222128512, "iqa_v2_clive_min": 0.3712294222128512, "iqa_v2_clive_max": 0.3712294222128512, "iqa_v2_koniq10k_mean": 0.6344019186617148, "iqa_v2_koniq10k_min": 0.6344019186617148, "iqa_v2_koniq10k_max": 0.6344019186617148, "imdecont": { "jpg": 0.4595569372177124 }, "imdecont_image_match": { "jpg": 204629 }, "imdecont_max": 0.4595569372177124, "imdecont_mean": 0.4595569372177124, "imdecont_min": 0.4595569372177124, "clip_score_clip_vitl14_224_prev_turn_only_min": 23.96875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 23.96875, "clip_score_clip_vitl14_224_prev_turn_only_max": 23.96875, "clip_score_dfn_public_prev_turn_only_min": 2.7734375, "clip_score_dfn_public_prev_turn_only_mean": 2.7734375, "clip_score_dfn_public_prev_turn_only_max": 2.7734375, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.40625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.40625, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.40625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.8125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.8125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.8125, "clip_score_clip_vitl14_224_next_turn_only_min": 23.75, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.75, "clip_score_clip_vitl14_224_next_turn_only_max": 23.75, "clip_score_dfn_public_next_turn_only_min": 2.927734375, "clip_score_dfn_public_next_turn_only_mean": 2.927734375, "clip_score_dfn_public_next_turn_only_max": 2.927734375, "clip_score_siglip2_b16_224_next_turn_only_min": -2.9296875, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.9296875, "clip_score_siglip2_b16_224_next_turn_only_max": -2.9296875, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.359375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.359375, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.359375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.96875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.96875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.96875, "clip_score_dfn_public_prev_and_next_turn_min": 2.7734375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.7734375, "clip_score_dfn_public_prev_and_next_turn_max": 2.7734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.40625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.40625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.40625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.15625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.15625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.15625, "im_height": { "jpg": 2805 }, "im_height_mean": 2805.0, "im_height_min": 2805, "im_height_max": 2805, "im_width": { "jpg": 2770 }, "im_width_mean": 2770.0, "im_width_min": 2770, "im_width_max": 2770, "im_ar": { "jpg": 0.9875 }, "im_ar_mean": 0.9875, "im_ar_min": 0.9875, "im_ar_max": 0.9875, "im_kilobytes": { "jpg": 22763.23 }, "im_kilobytes_mean": 22763.23, "im_kilobytes_min": 22763.23, "im_kilobytes_max": 22763.23, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 124.64 }, "im_clarity_mean": 124.64, "im_clarity_min": 124.64, "im_clarity_max": 124.64, "im_luma": { "jpg": 226.52 }, "im_luma_mean": 226.52, "im_luma_min": 226.52, "im_luma_max": 226.52, "im_saturation": { "jpg": 28.7 }, "im_saturation_mean": 28.7, "im_saturation_min": 28.7, "im_saturation_max": 28.7, "im_entropy": { "jpg": 1.63 }, "im_entropy_mean": 1.63, "im_entropy_min": 1.63, "im_entropy_max": 1.63, "unifilter_score_qwen2_5_1_5b": 1.3076171875, "unifilter_score_qwen3_0_6b": 2.701171875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9980028243697822, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 0.001997175615522054, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.4623646773383566e-11, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8390174508094788, "language_detection_annotation_nllb_1_lan": "tr", "language_detection_annotation_nllb_1_score": 0.007238820195198059, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.006859609391540289, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9939318895339966, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8260486125946045, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997581839561462, "text_quality_nvidia_edu_nemotron4_score": 2.2265625, "text_quality_nvidia_edu_mixtral_score": 1.8740234375, "text_quality_dclmbaseline_fasttext_score": 0.9984275102615356, "text_quality_dolma3_fasttext_score": 0.9979557394981384, "custom_fasttext_val_fasttext_score": 0.003856658935546875, "custom_fasttext_core_fasttext_score": 9.799003601074219e-05, "custom_fasttext_val_clean_fasttext_score": 0.00183945894241333, "custom_fasttext_core_clean_fasttext_score": 0.0002289414405822754, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.046875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.015625, "within_sample_repetition_detection": 7.0 }, "18": { "detoxify": 1, "length_chars": 1317, "length_tokens": 2780, "length_tokens_text_only": 476, "length_tokens_trainable_only": 333, "length_images": 1, "iqa_live_mean": 0.5611845459600892, "iqa_live_min": 0.5611845459600892, "iqa_live_max": 0.5611845459600892, "iqa_csiq_mean": 0.664738118648529, "iqa_csiq_min": 0.664738118648529, "iqa_csiq_max": 0.664738118648529, "iqa_tid2013_mean": 0.38697290420532227, "iqa_tid2013_min": 0.38697290420532227, "iqa_tid2013_max": 0.38697290420532227, "iqa_kadid10k_mean": 0.4730224609375, "iqa_kadid10k_min": 0.4730224609375, "iqa_kadid10k_max": 0.4730224609375, "iqa_flive_mean": 0.6827938195430872, "iqa_flive_min": 0.6827938195430872, "iqa_flive_max": 0.6827938195430872, "iqa_spaq_mean": 0.4317062840317235, "iqa_spaq_min": 0.4317062840317235, "iqa_spaq_max": 0.4317062840317235, "iqa_clive_mean": 0.45736420756638657, "iqa_clive_min": 0.45736420756638657, "iqa_clive_max": 0.45736420756638657, "iqa_koniq10k_mean": 0.6457655164930556, "iqa_koniq10k_min": 0.6457655164930556, "iqa_koniq10k_max": 0.6457655164930556, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 2.2178413916400556e-30 }, { "lang": "tl", "score": 6.630071527196496e-34 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.886806309223175 }, { "lang": "ru", "score": 0.005407572723925114 }, { "lang": "es", "score": 0.004245118238031864 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5611845459600892, "iqa_v2_live_min": 0.5611845459600892, "iqa_v2_live_max": 0.5611845459600892, "iqa_v2_csiq_mean": 0.664738118648529, "iqa_v2_csiq_min": 0.664738118648529, "iqa_v2_csiq_max": 0.664738118648529, "iqa_v2_tid2013_mean": 0.38697290420532227, "iqa_v2_tid2013_min": 0.38697290420532227, "iqa_v2_tid2013_max": 0.38697290420532227, "iqa_v2_kadid10k_mean": 0.4730224609375, "iqa_v2_kadid10k_min": 0.4730224609375, "iqa_v2_kadid10k_max": 0.4730224609375, "iqa_v2_flive_mean": 0.6828727336845013, "iqa_v2_flive_min": 0.6828727336845013, "iqa_v2_flive_max": 0.6828727336845013, "iqa_v2_spaq_mean": 0.4317457411024306, "iqa_v2_spaq_min": 0.4317457411024306, "iqa_v2_spaq_max": 0.4317457411024306, "iqa_v2_clive_mean": 0.45740366463709364, "iqa_v2_clive_min": 0.45740366463709364, "iqa_v2_clive_max": 0.45740366463709364, "iqa_v2_koniq10k_mean": 0.6457655164930556, "iqa_v2_koniq10k_min": 0.6457655164930556, "iqa_v2_koniq10k_max": 0.6457655164930556, "imdecont": { "jpg": 0.5422385334968567 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5422385334968567, "imdecont_mean": 0.5422385334968567, "imdecont_min": 0.5422385334968567, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.875, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.875, "clip_score_dfn_public_prev_turn_only_min": 5.23828125, "clip_score_dfn_public_prev_turn_only_mean": 5.23828125, "clip_score_dfn_public_prev_turn_only_max": 5.23828125, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.078125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.078125, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.078125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.296875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.296875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.296875, "clip_score_clip_vitl14_224_next_turn_only_min": 25.359375, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.359375, "clip_score_clip_vitl14_224_next_turn_only_max": 25.359375, "clip_score_dfn_public_next_turn_only_min": 3.1640625, "clip_score_dfn_public_next_turn_only_mean": 3.1640625, "clip_score_dfn_public_next_turn_only_max": 3.1640625, "clip_score_siglip2_b16_224_next_turn_only_min": 0.34375, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.34375, "clip_score_siglip2_b16_224_next_turn_only_max": 0.34375, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.390625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.390625, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.875, "clip_score_dfn_public_prev_and_next_turn_min": 5.23828125, "clip_score_dfn_public_prev_and_next_turn_mean": 5.23828125, "clip_score_dfn_public_prev_and_next_turn_max": 5.23828125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.078125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.078125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 28.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.484375, "im_height": { "jpg": 2444 }, "im_height_mean": 2444.0, "im_height_min": 2444, "im_height_max": 2444, "im_width": { "jpg": 1296 }, "im_width_mean": 1296.0, "im_width_min": 1296, "im_width_max": 1296, "im_ar": { "jpg": 0.5303 }, "im_ar_mean": 0.5303, "im_ar_min": 0.5303, "im_ar_max": 0.5303, "im_kilobytes": { "jpg": 9279.56 }, "im_kilobytes_mean": 9279.56, "im_kilobytes_min": 9279.56, "im_kilobytes_max": 9279.56, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 271.1 }, "im_clarity_mean": 271.1, "im_clarity_min": 271.1, "im_clarity_max": 271.1, "im_luma": { "jpg": 231.79 }, "im_luma_mean": 231.79, "im_luma_min": 231.79, "im_luma_max": 231.79, "im_saturation": { "jpg": 75.67 }, "im_saturation_mean": 75.67, "im_saturation_min": 75.67, "im_saturation_max": 75.67, "im_entropy": { "jpg": 1.94 }, "im_entropy_mean": 1.94, "im_entropy_min": 1.94, "im_entropy_max": 1.94, "unifilter_score_qwen2_5_1_5b": -0.464111328125, "unifilter_score_qwen3_0_6b": -0.9619140625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.2178413916400556e-30, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 6.630071527196496e-34, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.886806309223175, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005407572723925114, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.004245118238031864, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9902920126914978, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7381933927536011, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997851252555847, "text_quality_nvidia_edu_nemotron4_score": 2.533203125, "text_quality_nvidia_edu_mixtral_score": 2.703125, "text_quality_dclmbaseline_fasttext_score": 0.998641312122345, "text_quality_dolma3_fasttext_score": 0.998093843460083, "custom_fasttext_val_fasttext_score": 0.0004897117614746094, "custom_fasttext_core_fasttext_score": 1.9073486328125e-05, "custom_fasttext_val_clean_fasttext_score": 0.00033783912658691406, "custom_fasttext_core_clean_fasttext_score": 2.9087066650390625e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.203125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.1796875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0234375, "within_sample_repetition_detection": 7.0 }, "63": { "detoxify": 1, "length_chars": 1520, "length_tokens": 3233, "length_tokens_text_only": 673, "length_tokens_trainable_only": 504, "length_images": 1, "iqa_live_mean": 0.36614824545503866, "iqa_live_min": 0.36614824545503866, "iqa_live_max": 0.36614824545503866, "iqa_csiq_mean": 0.533268392086029, "iqa_csiq_min": 0.533268392086029, "iqa_csiq_max": 0.533268392086029, "iqa_tid2013_mean": 0.3226282861497667, "iqa_tid2013_min": 0.3226282861497667, "iqa_tid2013_max": 0.3226282861497667, "iqa_kadid10k_mean": 0.3013916015625, "iqa_kadid10k_min": 0.3013916015625, "iqa_kadid10k_max": 0.3013916015625, "iqa_flive_mean": 0.5775223548966225, "iqa_flive_min": 0.5775223548966225, "iqa_flive_max": 0.5775223548966225, "iqa_spaq_mean": 0.24752067797111746, "iqa_spaq_min": 0.24752067797111746, "iqa_spaq_max": 0.24752067797111746, "iqa_clive_mean": 0.37856843736436635, "iqa_clive_min": 0.37856843736436635, "iqa_clive_max": 0.37856843736436635, "iqa_koniq10k_mean": 0.5125584843182805, "iqa_koniq10k_min": 0.5125584843182805, "iqa_koniq10k_max": 0.5125584843182805, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 1.2326091261857052e-17 }, { "lang": "tl", "score": 1.7918694000515028e-28 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8445613980293274 }, { "lang": "ru", "score": 0.006322722882032394 }, { "lang": "vi", "score": 0.0057020788080990314 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.36614824545503866, "iqa_v2_live_min": 0.36614824545503866, "iqa_v2_live_max": 0.36614824545503866, "iqa_v2_csiq_mean": 0.533268392086029, "iqa_v2_csiq_min": 0.533268392086029, "iqa_v2_csiq_max": 0.533268392086029, "iqa_v2_tid2013_mean": 0.3226282861497667, "iqa_v2_tid2013_min": 0.3226282861497667, "iqa_v2_tid2013_max": 0.3226282861497667, "iqa_v2_kadid10k_mean": 0.3013916015625, "iqa_v2_kadid10k_min": 0.3013916015625, "iqa_v2_kadid10k_max": 0.3013916015625, "iqa_v2_flive_mean": 0.5775223548966225, "iqa_v2_flive_min": 0.5775223548966225, "iqa_v2_flive_max": 0.5775223548966225, "iqa_v2_spaq_mean": 0.24752067797111746, "iqa_v2_spaq_min": 0.24752067797111746, "iqa_v2_spaq_max": 0.24752067797111746, "iqa_v2_clive_mean": 0.37856843736436635, "iqa_v2_clive_min": 0.37856843736436635, "iqa_v2_clive_max": 0.37856843736436635, "iqa_v2_koniq10k_mean": 0.5125584843182805, "iqa_v2_koniq10k_min": 0.5125584843182805, "iqa_v2_koniq10k_max": 0.5125584843182805, "imdecont": { "jpg": 0.46167826652526855 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.46167826652526855, "imdecont_mean": 0.46167826652526855, "imdecont_min": 0.46167826652526855, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.765625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.765625, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.765625, "clip_score_dfn_public_prev_turn_only_min": 3.9375, "clip_score_dfn_public_prev_turn_only_mean": 3.9375, "clip_score_dfn_public_prev_turn_only_max": 3.9375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.296875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.296875, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.296875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.90625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.90625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.90625, "clip_score_clip_vitl14_224_next_turn_only_min": 28.515625, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.515625, "clip_score_clip_vitl14_224_next_turn_only_max": 28.515625, "clip_score_dfn_public_next_turn_only_min": 2.951171875, "clip_score_dfn_public_next_turn_only_mean": 2.951171875, "clip_score_dfn_public_next_turn_only_max": 2.951171875, "clip_score_siglip2_b16_224_next_turn_only_min": 0.953125, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.953125, "clip_score_siglip2_b16_224_next_turn_only_max": 0.953125, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.0, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.0, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.0, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.765625, "clip_score_dfn_public_prev_and_next_turn_min": 3.9375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.9375, "clip_score_dfn_public_prev_and_next_turn_max": 3.9375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.375, "im_height": { "jpg": 1987 }, "im_height_mean": 1987.0, "im_height_min": 1987, "im_height_max": 1987, "im_width": { "jpg": 2296 }, "im_width_mean": 2296.0, "im_width_min": 2296, "im_width_max": 2296, "im_ar": { "jpg": 1.1555 }, "im_ar_mean": 1.1555, "im_ar_min": 1.1555, "im_ar_max": 1.1555, "im_kilobytes": { "jpg": 13365.68 }, "im_kilobytes_mean": 13365.68, "im_kilobytes_min": 13365.68, "im_kilobytes_max": 13365.68, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 250.09 }, "im_clarity_mean": 250.09, "im_clarity_min": 250.09, "im_clarity_max": 250.09, "im_luma": { "jpg": 239.34 }, "im_luma_mean": 239.34, "im_luma_min": 239.34, "im_luma_max": 239.34, "im_saturation": { "jpg": 18.38 }, "im_saturation_mean": 18.38, "im_saturation_min": 18.38, "im_saturation_max": 18.38, "im_entropy": { "jpg": 1.76 }, "im_entropy_mean": 1.76, "im_entropy_min": 1.76, "im_entropy_max": 1.76, "unifilter_score_qwen2_5_1_5b": 1.3720703125, "unifilter_score_qwen3_0_6b": 1.08203125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.2326091261857052e-17, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.7918694000515028e-28, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8445613980293274, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006322722882032394, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.0057020788080990314, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9899583458900452, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7610905766487122, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995307922363281, "text_quality_nvidia_edu_nemotron4_score": 2.322265625, "text_quality_nvidia_edu_mixtral_score": 2.337890625, "text_quality_dclmbaseline_fasttext_score": 0.9999932050704956, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0009204745292663574, "custom_fasttext_core_fasttext_score": 0.00015282630920410156, "custom_fasttext_val_clean_fasttext_score": 0.012162983417510986, "custom_fasttext_core_clean_fasttext_score": 0.0016463994979858398, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.73046875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.7421875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.01171875, "within_sample_repetition_detection": 4.0 }, "52": { "detoxify": 1, "length_chars": 435, "length_tokens": 3542, "length_tokens_text_only": 214, "length_tokens_trainable_only": 122, "length_images": 1, "iqa_live_mean": 0.6037587252530184, "iqa_live_min": 0.6037587252530184, "iqa_live_max": 0.6037587252530184, "iqa_csiq_mean": 0.711246907711029, "iqa_csiq_min": 0.711246907711029, "iqa_csiq_max": 0.711246907711029, "iqa_tid2013_mean": 0.5354104042053223, "iqa_tid2013_min": 0.5354104042053223, "iqa_tid2013_max": 0.5354104042053223, "iqa_kadid10k_mean": 0.56072998046875, "iqa_kadid10k_min": 0.56072998046875, "iqa_kadid10k_max": 0.56072998046875, "iqa_flive_mean": 0.7426896528764205, "iqa_flive_min": 0.7426896528764205, "iqa_flive_max": 0.7426896528764205, "iqa_spaq_mean": 0.4897229743726326, "iqa_spaq_min": 0.4897229743726326, "iqa_spaq_max": 0.4897229743726326, "iqa_clive_mean": 0.4487033805461845, "iqa_clive_min": 0.4487033805461845, "iqa_clive_max": 0.4487033805461845, "iqa_koniq10k_mean": 0.68948395083649, "iqa_koniq10k_min": 0.68948395083649, "iqa_koniq10k_max": 0.68948395083649, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999959 }, { "lang": "la", "score": 4.16472619169627e-15 }, { "lang": "tl", "score": 6.378231782373304e-20 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8171759247779846 }, { "lang": "ru", "score": 0.007560718804597855 }, { "lang": "ko", "score": 0.006732853129506111 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.6037587252530184, "iqa_v2_live_min": 0.6037587252530184, "iqa_v2_live_max": 0.6037587252530184, "iqa_v2_csiq_mean": 0.711246907711029, "iqa_v2_csiq_min": 0.711246907711029, "iqa_v2_csiq_max": 0.711246907711029, "iqa_v2_tid2013_mean": 0.5354104042053223, "iqa_v2_tid2013_min": 0.5354104042053223, "iqa_v2_tid2013_max": 0.5354104042053223, "iqa_v2_kadid10k_mean": 0.56072998046875, "iqa_v2_kadid10k_min": 0.56072998046875, "iqa_v2_kadid10k_max": 0.56072998046875, "iqa_v2_flive_mean": 0.7426896528764205, "iqa_v2_flive_min": 0.7426896528764205, "iqa_v2_flive_max": 0.7426896528764205, "iqa_v2_spaq_mean": 0.4897229743726326, "iqa_v2_spaq_min": 0.4897229743726326, "iqa_v2_spaq_max": 0.4897229743726326, "iqa_v2_clive_mean": 0.4487033805461845, "iqa_v2_clive_min": 0.4487033805461845, "iqa_v2_clive_max": 0.4487033805461845, "iqa_v2_koniq10k_mean": 0.68948395083649, "iqa_v2_koniq10k_min": 0.68948395083649, "iqa_v2_koniq10k_max": 0.68948395083649, "imdecont": { "jpg": 0.5034523010253906 }, "imdecont_image_match": { "jpg": 87722 }, "imdecont_max": 0.5034523010253906, "imdecont_mean": 0.5034523010253906, "imdecont_min": 0.5034523010253906, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.75, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.75, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.75, "clip_score_dfn_public_prev_turn_only_min": 4.01953125, "clip_score_dfn_public_prev_turn_only_mean": 4.01953125, "clip_score_dfn_public_prev_turn_only_max": 4.01953125, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.578125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.578125, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.578125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.953125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.953125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.953125, "clip_score_clip_vitl14_224_next_turn_only_min": 24.84375, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.84375, "clip_score_clip_vitl14_224_next_turn_only_max": 24.84375, "clip_score_dfn_public_next_turn_only_min": 3.365234375, "clip_score_dfn_public_next_turn_only_mean": 3.365234375, "clip_score_dfn_public_next_turn_only_max": 3.365234375, "clip_score_siglip2_b16_224_next_turn_only_min": 2.125, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.125, "clip_score_siglip2_b16_224_next_turn_only_max": 2.125, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.828125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.828125, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.34375, "clip_score_dfn_public_prev_and_next_turn_min": 4.83984375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.83984375, "clip_score_dfn_public_prev_and_next_turn_max": 4.83984375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.7578125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.7578125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.7578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.0, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.0, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.0, "im_height": { "jpg": 742 }, "im_height_mean": 742.0, "im_height_min": 742, "im_height_max": 742, "im_width": { "jpg": 642 }, "im_width_mean": 642.0, "im_width_min": 642, "im_width_max": 642, "im_ar": { "jpg": 0.8652 }, "im_ar_mean": 0.8652, "im_ar_min": 0.8652, "im_ar_max": 0.8652, "im_kilobytes": { "jpg": 1395.6 }, "im_kilobytes_mean": 1395.6, "im_kilobytes_min": 1395.6, "im_kilobytes_max": 1395.6, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 343.22 }, "im_clarity_mean": 343.22, "im_clarity_min": 343.22, "im_clarity_max": 343.22, "im_luma": { "jpg": 238.6 }, "im_luma_mean": 238.6, "im_luma_min": 238.6, "im_luma_max": 238.6, "im_saturation": { "jpg": 77.3 }, "im_saturation_mean": 77.3, "im_saturation_min": 77.3, "im_saturation_max": 77.3, "im_entropy": { "jpg": 1.71 }, "im_entropy_mean": 1.71, "im_entropy_min": 1.71, "im_entropy_max": 1.71, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999959, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.16472619169627e-15, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 6.378231782373304e-20, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8171759247779846, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007560718804597855, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.006732853129506111, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.988796591758728, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5076605677604675, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9991705417633057, "text_quality_nvidia_edu_nemotron4_score": 2.0703125, "text_quality_nvidia_edu_mixtral_score": 2.015625, "text_quality_dclmbaseline_fasttext_score": 0.9950500130653381, "text_quality_dolma3_fasttext_score": 0.9351821541786194, "custom_fasttext_val_fasttext_score": 0.0004820823669433594, "custom_fasttext_core_fasttext_score": 2.6464462280273438e-05, "custom_fasttext_val_clean_fasttext_score": 0.0059119462966918945, "custom_fasttext_core_clean_fasttext_score": 0.0007378458976745605, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.21875, "within_sample_repetition_detection": 7.0 }, "37": { "detoxify": 1, "length_chars": 957, "length_tokens": 2883, "length_tokens_text_only": 323, "length_tokens_trainable_only": 210, "length_images": 1, "iqa_live_mean": 0.4958633654045336, "iqa_live_min": 0.4958633654045336, "iqa_live_max": 0.4958633654045336, "iqa_csiq_mean": 0.606510579586029, "iqa_csiq_min": 0.606510579586029, "iqa_csiq_max": 0.606510579586029, "iqa_tid2013_mean": 0.3894685639275445, "iqa_tid2013_min": 0.3894685639275445, "iqa_tid2013_max": 0.3894685639275445, "iqa_kadid10k_mean": 0.4757080078125, "iqa_kadid10k_min": 0.4757080078125, "iqa_kadid10k_max": 0.4757080078125, "iqa_flive_mean": 0.68437210237137, "iqa_flive_min": 0.68437210237137, "iqa_flive_max": 0.68437210237137, "iqa_spaq_mean": 0.3878300214054609, "iqa_spaq_min": 0.3878300214054609, "iqa_spaq_max": 0.3878300214054609, "iqa_clive_mean": 0.44838772398052795, "iqa_clive_min": 0.44838772398052795, "iqa_clive_max": 0.44838772398052795, "iqa_koniq10k_mean": 0.6853804154829546, "iqa_koniq10k_min": 0.6853804154829546, "iqa_koniq10k_max": 0.6853804154829546, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "eo", "score": 6.125692865745009e-27 }, { "lang": "la", "score": 4.938184165405595e-28 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8789554238319397 }, { "lang": "ru", "score": 0.00568655040115118 }, { "lang": "id", "score": 0.0052545093931257725 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.49588309393988717, "iqa_v2_live_min": 0.49588309393988717, "iqa_v2_live_max": 0.49588309393988717, "iqa_v2_csiq_mean": 0.606510579586029, "iqa_v2_csiq_min": 0.606510579586029, "iqa_v2_csiq_max": 0.606510579586029, "iqa_v2_tid2013_mean": 0.38941431045532227, "iqa_v2_tid2013_min": 0.38941431045532227, "iqa_v2_tid2013_max": 0.38941431045532227, "iqa_v2_kadid10k_mean": 0.4757080078125, "iqa_v2_kadid10k_min": 0.4757080078125, "iqa_v2_kadid10k_max": 0.4757080078125, "iqa_v2_flive_mean": 0.68437210237137, "iqa_v2_flive_min": 0.68437210237137, "iqa_v2_flive_max": 0.68437210237137, "iqa_v2_spaq_mean": 0.3878300214054609, "iqa_v2_spaq_min": 0.3878300214054609, "iqa_v2_spaq_max": 0.3878300214054609, "iqa_v2_clive_mean": 0.448427181051235, "iqa_v2_clive_min": 0.448427181051235, "iqa_v2_clive_max": 0.448427181051235, "iqa_v2_koniq10k_mean": 0.6853804154829546, "iqa_v2_koniq10k_min": 0.6853804154829546, "iqa_v2_koniq10k_max": 0.6853804154829546, "imdecont": { "jpg": 0.47753584384918213 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.47753584384918213, "imdecont_mean": 0.47753584384918213, "imdecont_min": 0.47753584384918213, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.734375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.734375, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.734375, "clip_score_dfn_public_prev_turn_only_min": 3.67578125, "clip_score_dfn_public_prev_turn_only_mean": 3.67578125, "clip_score_dfn_public_prev_turn_only_max": 3.67578125, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.90625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.90625, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.90625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.6875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.6875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.6875, "clip_score_clip_vitl14_224_next_turn_only_min": 23.96875, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.96875, "clip_score_clip_vitl14_224_next_turn_only_max": 23.96875, "clip_score_dfn_public_next_turn_only_min": 5.14453125, "clip_score_dfn_public_next_turn_only_mean": 5.14453125, "clip_score_dfn_public_next_turn_only_max": 5.14453125, "clip_score_siglip2_b16_224_next_turn_only_min": 2.546875, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.546875, "clip_score_siglip2_b16_224_next_turn_only_max": 2.546875, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.390625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.390625, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.609375, "clip_score_dfn_public_prev_and_next_turn_min": 4.5546875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.5546875, "clip_score_dfn_public_prev_and_next_turn_max": 4.5546875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.703125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.703125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.6875, "im_height": { "jpg": 2555 }, "im_height_mean": 2555.0, "im_height_min": 2555, "im_height_max": 2555, "im_width": { "jpg": 2448 }, "im_width_mean": 2448.0, "im_width_min": 2448, "im_width_max": 2448, "im_ar": { "jpg": 0.9581 }, "im_ar_mean": 0.9581, "im_ar_min": 0.9581, "im_ar_max": 0.9581, "im_kilobytes": { "jpg": 18324.14 }, "im_kilobytes_mean": 18324.14, "im_kilobytes_min": 18324.14, "im_kilobytes_max": 18324.14, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 91.81 }, "im_clarity_mean": 91.81, "im_clarity_min": 91.81, "im_clarity_max": 91.81, "im_luma": { "jpg": 194.21 }, "im_luma_mean": 194.21, "im_luma_min": 194.21, "im_luma_max": 194.21, "im_saturation": { "jpg": 70.56 }, "im_saturation_mean": 70.56, "im_saturation_min": 70.56, "im_saturation_max": 70.56, "im_entropy": { "jpg": 1.69 }, "im_entropy_mean": 1.69, "im_entropy_min": 1.69, "im_entropy_max": 1.69, "unifilter_score_qwen2_5_1_5b": 0.346923828125, "unifilter_score_qwen3_0_6b": 0.892578125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "eo", "language_detection_annotation_lingua_1_score": 6.125692865745009e-27, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 4.938184165405595e-28, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8789554238319397, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.00568655040115118, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.0052545093931257725, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9749683141708374, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.9036759734153748, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995162487030029, "text_quality_nvidia_edu_nemotron4_score": 2.60546875, "text_quality_nvidia_edu_mixtral_score": 2.453125, "text_quality_dclmbaseline_fasttext_score": 0.9854373931884766, "text_quality_dolma3_fasttext_score": 0.9997504353523254, "custom_fasttext_val_fasttext_score": 0.000528872013092041, "custom_fasttext_core_fasttext_score": 1.5497207641601562e-06, "custom_fasttext_val_clean_fasttext_score": 0.002682209014892578, "custom_fasttext_core_clean_fasttext_score": 0.00013744831085205078, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.2265625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.2734375, "within_sample_repetition_detection": 7.0 }, "68": { "detoxify": 1, "length_chars": 1343, "length_tokens": 3976, "length_tokens_text_only": 648, "length_tokens_trainable_only": 482, "length_images": 1, "iqa_live_mean": 0.4578464777782709, "iqa_live_min": 0.4578464777782709, "iqa_live_max": 0.4578464777782709, "iqa_csiq_mean": 0.613224446773529, "iqa_csiq_min": 0.613224446773529, "iqa_csiq_max": 0.613224446773529, "iqa_tid2013_mean": 0.35159964031643337, "iqa_tid2013_min": 0.35159964031643337, "iqa_tid2013_max": 0.35159964031643337, "iqa_kadid10k_mean": 0.3834228515625, "iqa_kadid10k_min": 0.3834228515625, "iqa_kadid10k_max": 0.3834228515625, "iqa_flive_mean": 0.6804461238360164, "iqa_flive_min": 0.6804461238360164, "iqa_flive_max": 0.6804461238360164, "iqa_spaq_mean": 0.4176595668600063, "iqa_spaq_min": 0.4176595668600063, "iqa_spaq_max": 0.4176595668600063, "iqa_clive_mean": 0.4161315686774977, "iqa_clive_min": 0.4161315686774977, "iqa_clive_max": 0.4161315686774977, "iqa_koniq10k_mean": 0.6394523851799243, "iqa_koniq10k_min": 0.6394523851799243, "iqa_koniq10k_max": 0.6394523851799243, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.999999999789617 }, { "lang": "la", "score": 2.1038297384565838e-10 }, { "lang": "tl", "score": 1.266643410480201e-21 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.804255485534668 }, { "lang": "ru", "score": 0.008098640479147434 }, { "lang": "ko", "score": 0.006825721822679043 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4578464777782709, "iqa_v2_live_min": 0.4578464777782709, "iqa_v2_live_max": 0.4578464777782709, "iqa_v2_csiq_mean": 0.613224446773529, "iqa_v2_csiq_min": 0.613224446773529, "iqa_v2_csiq_max": 0.613224446773529, "iqa_v2_tid2013_mean": 0.35159964031643337, "iqa_v2_tid2013_min": 0.35159964031643337, "iqa_v2_tid2013_max": 0.35159964031643337, "iqa_v2_kadid10k_mean": 0.3834228515625, "iqa_v2_kadid10k_min": 0.3834228515625, "iqa_v2_kadid10k_max": 0.3834228515625, "iqa_v2_flive_mean": 0.6804461238360164, "iqa_v2_flive_min": 0.6804461238360164, "iqa_v2_flive_max": 0.6804461238360164, "iqa_v2_spaq_mean": 0.4176595668600063, "iqa_v2_spaq_min": 0.4176595668600063, "iqa_v2_spaq_max": 0.4176595668600063, "iqa_v2_clive_mean": 0.4161315686774977, "iqa_v2_clive_min": 0.4161315686774977, "iqa_v2_clive_max": 0.4161315686774977, "iqa_v2_koniq10k_mean": 0.6394523851799243, "iqa_v2_koniq10k_min": 0.6394523851799243, "iqa_v2_koniq10k_max": 0.6394523851799243, "imdecont": { "jpg": 0.48621755838394165 }, "imdecont_image_match": { "jpg": 75039 }, "imdecont_max": 0.48621755838394165, "imdecont_mean": 0.48621755838394165, "imdecont_min": 0.48621755838394165, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.15625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.15625, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.15625, "clip_score_dfn_public_prev_turn_only_min": 4.03125, "clip_score_dfn_public_prev_turn_only_mean": 4.03125, "clip_score_dfn_public_prev_turn_only_max": 4.03125, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.0625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.0625, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.0625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.578125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.578125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.578125, "clip_score_clip_vitl14_224_next_turn_only_min": 23.359375, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.359375, "clip_score_clip_vitl14_224_next_turn_only_max": 23.359375, "clip_score_dfn_public_next_turn_only_min": 2.125, "clip_score_dfn_public_next_turn_only_mean": 2.125, "clip_score_dfn_public_next_turn_only_max": 2.125, "clip_score_siglip2_b16_224_next_turn_only_min": 0.78125, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.78125, "clip_score_siglip2_b16_224_next_turn_only_max": 0.78125, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.296875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.296875, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.15625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.15625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.15625, "clip_score_dfn_public_prev_and_next_turn_min": 4.03125, "clip_score_dfn_public_prev_and_next_turn_mean": 4.03125, "clip_score_dfn_public_prev_and_next_turn_max": 4.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.0625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.0625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.0625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.078125, "im_height": { "jpg": 1786 }, "im_height_mean": 1786.0, "im_height_min": 1786, "im_height_max": 1786, "im_width": { "jpg": 2370 }, "im_width_mean": 2370.0, "im_width_min": 2370, "im_width_max": 2370, "im_ar": { "jpg": 1.327 }, "im_ar_mean": 1.327, "im_ar_min": 1.327, "im_ar_max": 1.327, "im_kilobytes": { "jpg": 12400.84 }, "im_kilobytes_mean": 12400.84, "im_kilobytes_min": 12400.84, "im_kilobytes_max": 12400.84, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 215.49 }, "im_clarity_mean": 215.49, "im_clarity_min": 215.49, "im_clarity_max": 215.49, "im_luma": { "jpg": 216.22 }, "im_luma_mean": 216.22, "im_luma_min": 216.22, "im_luma_max": 216.22, "im_saturation": { "jpg": 71.42 }, "im_saturation_mean": 71.42, "im_saturation_min": 71.42, "im_saturation_max": 71.42, "im_entropy": { "jpg": 2.09 }, "im_entropy_mean": 2.09, "im_entropy_min": 2.09, "im_entropy_max": 2.09, "unifilter_score_qwen2_5_1_5b": -0.92529296875, "unifilter_score_qwen3_0_6b": 0.24462890625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.999999999789617, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.1038297384565838e-10, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.266643410480201e-21, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.804255485534668, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.008098640479147434, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.006825721822679043, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9911724925041199, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.3909699022769928, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997547268867493, "text_quality_nvidia_edu_nemotron4_score": 2.044921875, "text_quality_nvidia_edu_mixtral_score": 1.9111328125, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0012132525444030762, "custom_fasttext_core_fasttext_score": 0.0001201629638671875, "custom_fasttext_val_clean_fasttext_score": 0.006657540798187256, "custom_fasttext_core_clean_fasttext_score": 0.0010110139846801758, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.8515625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.8515625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 4.0 }, "64": { "detoxify": 1, "length_chars": 548, "length_tokens": 2040, "length_tokens_text_only": 248, "length_tokens_trainable_only": 143, "length_images": 1, "iqa_live_mean": 0.4359872606065538, "iqa_live_min": 0.4359872606065538, "iqa_live_max": 0.4359872606065538, "iqa_csiq_mean": 0.580021321773529, "iqa_csiq_min": 0.580021321773529, "iqa_csiq_max": 0.580021321773529, "iqa_tid2013_mean": 0.33109182781643337, "iqa_tid2013_min": 0.33109182781643337, "iqa_tid2013_max": 0.33109182781643337, "iqa_kadid10k_mean": 0.3314208984375, "iqa_kadid10k_min": 0.3314208984375, "iqa_kadid10k_max": 0.3314208984375, "iqa_flive_mean": 0.6048661048966225, "iqa_flive_min": 0.6048661048966225, "iqa_flive_max": 0.6048661048966225, "iqa_spaq_mean": 0.25588557696101644, "iqa_spaq_min": 0.25588557696101644, "iqa_spaq_max": 0.25588557696101644, "iqa_clive_mean": 0.28900088685931585, "iqa_clive_min": 0.28900088685931585, "iqa_clive_max": 0.28900088685931585, "iqa_koniq10k_mean": 0.577583736843533, "iqa_koniq10k_min": 0.577583736843533, "iqa_koniq10k_max": 0.577583736843533, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999998 }, { "lang": "la", "score": 2.3356018292229505e-16 }, { "lang": "tl", "score": 3.112488679871946e-22 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8580635786056519 }, { "lang": "ru", "score": 0.005502704530954361 }, { "lang": "ja", "score": 0.005263837985694408 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4359872606065538, "iqa_v2_live_min": 0.4359872606065538, "iqa_v2_live_max": 0.4359872606065538, "iqa_v2_csiq_mean": 0.580021321773529, "iqa_v2_csiq_min": 0.580021321773529, "iqa_v2_csiq_max": 0.580021321773529, "iqa_v2_tid2013_mean": 0.33109182781643337, "iqa_v2_tid2013_min": 0.33109182781643337, "iqa_v2_tid2013_max": 0.33109182781643337, "iqa_v2_kadid10k_mean": 0.3314208984375, "iqa_v2_kadid10k_min": 0.3314208984375, "iqa_v2_kadid10k_max": 0.3314208984375, "iqa_v2_flive_mean": 0.6048661048966225, "iqa_v2_flive_min": 0.6048661048966225, "iqa_v2_flive_max": 0.6048661048966225, "iqa_v2_spaq_mean": 0.25588557696101644, "iqa_v2_spaq_min": 0.25588557696101644, "iqa_v2_spaq_max": 0.25588557696101644, "iqa_v2_clive_mean": 0.28900088685931585, "iqa_v2_clive_min": 0.28900088685931585, "iqa_v2_clive_max": 0.28900088685931585, "iqa_v2_koniq10k_mean": 0.577583736843533, "iqa_v2_koniq10k_min": 0.577583736843533, "iqa_v2_koniq10k_max": 0.577583736843533, "imdecont": { "jpg": 0.4798985719680786 }, "imdecont_image_match": { "jpg": 256613 }, "imdecont_max": 0.4798985719680786, "imdecont_mean": 0.4798985719680786, "imdecont_min": 0.4798985719680786, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.765625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.765625, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.765625, "clip_score_dfn_public_prev_turn_only_min": 3.158203125, "clip_score_dfn_public_prev_turn_only_mean": 3.158203125, "clip_score_dfn_public_prev_turn_only_max": 3.158203125, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.125, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.1875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.1875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.1875, "clip_score_clip_vitl14_224_next_turn_only_min": 29.984375, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.984375, "clip_score_clip_vitl14_224_next_turn_only_max": 29.984375, "clip_score_dfn_public_next_turn_only_min": 2.52734375, "clip_score_dfn_public_next_turn_only_mean": 2.52734375, "clip_score_dfn_public_next_turn_only_max": 2.52734375, "clip_score_siglip2_b16_224_next_turn_only_min": 0.484375, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.484375, "clip_score_siglip2_b16_224_next_turn_only_max": 0.484375, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.34375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.34375, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 31.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 31.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 31.296875, "clip_score_dfn_public_prev_and_next_turn_min": 3.892578125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.892578125, "clip_score_dfn_public_prev_and_next_turn_max": 3.892578125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.15625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.15625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.15625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.609375, "im_height": { "jpg": 1651 }, "im_height_mean": 1651.0, "im_height_min": 1651, "im_height_max": 1651, "im_width": { "jpg": 2479 }, "im_width_mean": 2479.0, "im_width_min": 2479, "im_width_max": 2479, "im_ar": { "jpg": 1.5015 }, "im_ar_mean": 1.5015, "im_ar_min": 1.5015, "im_ar_max": 1.5015, "im_kilobytes": { "jpg": 11990.71 }, "im_kilobytes_mean": 11990.71, "im_kilobytes_min": 11990.71, "im_kilobytes_max": 11990.71, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 212.51 }, "im_clarity_mean": 212.51, "im_clarity_min": 212.51, "im_clarity_max": 212.51, "im_luma": { "jpg": 239.08 }, "im_luma_mean": 239.08, "im_luma_min": 239.08, "im_luma_max": 239.08, "im_saturation": { "jpg": 36.6 }, "im_saturation_mean": 36.6, "im_saturation_min": 36.6, "im_saturation_max": 36.6, "im_entropy": { "jpg": 1.61 }, "im_entropy_mean": 1.61, "im_entropy_min": 1.61, "im_entropy_max": 1.61, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999998, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.3356018292229505e-16, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 3.112488679871946e-22, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8580635786056519, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005502704530954361, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.005263837985694408, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9920158386230469, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.4941737949848175, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996826648712158, "text_quality_nvidia_edu_nemotron4_score": 2.064453125, "text_quality_nvidia_edu_mixtral_score": 2.09765625, "text_quality_dclmbaseline_fasttext_score": 0.9990760684013367, "text_quality_dolma3_fasttext_score": 0.9946300983428955, "custom_fasttext_val_fasttext_score": 0.0010166168212890625, "custom_fasttext_core_fasttext_score": 7.700920104980469e-05, "custom_fasttext_val_clean_fasttext_score": 0.00344085693359375, "custom_fasttext_core_clean_fasttext_score": 0.0003885626792907715, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.578125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.5859375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0078125, "within_sample_repetition_detection": 7.0 }, "65": { "detoxify": 1, "length_chars": 566, "length_tokens": 2837, "length_tokens_text_only": 277, "length_tokens_trainable_only": 175, "length_images": 1, "iqa_live_mean": 0.3891122606065538, "iqa_live_min": 0.3891122606065538, "iqa_live_max": 0.3891122606065538, "iqa_csiq_mean": 0.542057454586029, "iqa_csiq_min": 0.542057454586029, "iqa_csiq_max": 0.542057454586029, "iqa_tid2013_mean": 0.3038565847608778, "iqa_tid2013_min": 0.3038565847608778, "iqa_tid2013_max": 0.3038565847608778, "iqa_kadid10k_mean": 0.2781982421875, "iqa_kadid10k_min": 0.2781982421875, "iqa_kadid10k_max": 0.2781982421875, "iqa_flive_mean": 0.63603225862137, "iqa_flive_min": 0.63603225862137, "iqa_flive_max": 0.63603225862137, "iqa_spaq_mean": 0.389013733526673, "iqa_spaq_min": 0.389013733526673, "iqa_spaq_max": 0.389013733526673, "iqa_clive_mean": 0.32577487675830574, "iqa_clive_min": 0.32577487675830574, "iqa_clive_max": 0.32577487675830574, "iqa_koniq10k_mean": 0.5909991408839371, "iqa_koniq10k_min": 0.5909991408839371, "iqa_koniq10k_max": 0.5909991408839371, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999998855172624 }, { "lang": "la", "score": 1.1448273710314477e-07 }, { "lang": "tl", "score": 3.4847406187924435e-16 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8462585806846619 }, { "lang": "es", "score": 0.007796798832714558 }, { "lang": "zh", "score": 0.0073751723393797874 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3891122606065538, "iqa_v2_live_min": 0.3891122606065538, "iqa_v2_live_max": 0.3891122606065538, "iqa_v2_csiq_mean": 0.542057454586029, "iqa_v2_csiq_min": 0.542057454586029, "iqa_v2_csiq_max": 0.542057454586029, "iqa_v2_tid2013_mean": 0.3038565847608778, "iqa_v2_tid2013_min": 0.3038565847608778, "iqa_v2_tid2013_max": 0.3038565847608778, "iqa_v2_kadid10k_mean": 0.2781982421875, "iqa_v2_kadid10k_min": 0.2781982421875, "iqa_v2_kadid10k_max": 0.2781982421875, "iqa_v2_flive_mean": 0.63603225862137, "iqa_v2_flive_min": 0.63603225862137, "iqa_v2_flive_max": 0.63603225862137, "iqa_v2_spaq_mean": 0.389013733526673, "iqa_v2_spaq_min": 0.389013733526673, "iqa_v2_spaq_max": 0.389013733526673, "iqa_v2_clive_mean": 0.32577487675830574, "iqa_v2_clive_min": 0.32577487675830574, "iqa_v2_clive_max": 0.32577487675830574, "iqa_v2_koniq10k_mean": 0.5909991408839371, "iqa_v2_koniq10k_min": 0.5909991408839371, "iqa_v2_koniq10k_max": 0.5909991408839371, "imdecont": { "jpg": 0.5670750141143799 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5670750141143799, "imdecont_mean": 0.5670750141143799, "imdecont_min": 0.5670750141143799, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.5625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.5625, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.5625, "clip_score_dfn_public_prev_turn_only_min": 3.466796875, "clip_score_dfn_public_prev_turn_only_mean": 3.466796875, "clip_score_dfn_public_prev_turn_only_max": 3.466796875, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.9296875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.9296875, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.9296875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.015625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.015625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.015625, "clip_score_clip_vitl14_224_next_turn_only_min": 22.90625, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.90625, "clip_score_clip_vitl14_224_next_turn_only_max": 22.90625, "clip_score_dfn_public_next_turn_only_min": 3.111328125, "clip_score_dfn_public_next_turn_only_mean": 3.111328125, "clip_score_dfn_public_next_turn_only_max": 3.111328125, "clip_score_siglip2_b16_224_next_turn_only_min": -1.71875, "clip_score_siglip2_b16_224_next_turn_only_mean": -1.71875, "clip_score_siglip2_b16_224_next_turn_only_max": -1.71875, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.140625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.140625, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.140625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.515625, "clip_score_dfn_public_prev_and_next_turn_min": 3.58203125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.58203125, "clip_score_dfn_public_prev_and_next_turn_max": 3.58203125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.8515625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.8515625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.8515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.234375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.234375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.234375, "im_height": { "jpg": 1374 }, "im_height_mean": 1374.0, "im_height_min": 1374, "im_height_max": 1374, "im_width": { "jpg": 1432 }, "im_width_mean": 1432.0, "im_width_min": 1432, "im_width_max": 1432, "im_ar": { "jpg": 1.0422 }, "im_ar_mean": 1.0422, "im_ar_min": 1.0422, "im_ar_max": 1.0422, "im_kilobytes": { "jpg": 5764.36 }, "im_kilobytes_mean": 5764.36, "im_kilobytes_min": 5764.36, "im_kilobytes_max": 5764.36, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 237.84 }, "im_clarity_mean": 237.84, "im_clarity_min": 237.84, "im_clarity_max": 237.84, "im_luma": { "jpg": 222.38 }, "im_luma_mean": 222.38, "im_luma_min": 222.38, "im_luma_max": 222.38, "im_saturation": { "jpg": 67.8 }, "im_saturation_mean": 67.8, "im_saturation_min": 67.8, "im_saturation_max": 67.8, "im_entropy": { "jpg": 1.82 }, "im_entropy_mean": 1.82, "im_entropy_min": 1.82, "im_entropy_max": 1.82, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999998855172624, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.1448273710314477e-07, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 3.4847406187924435e-16, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8462585806846619, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.007796798832714558, "language_detection_annotation_nllb_2_lan": "zh", "language_detection_annotation_nllb_2_score": 0.0073751723393797874, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9933577179908752, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.7351221442222595, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996657371520996, "text_quality_nvidia_edu_nemotron4_score": 2.048828125, "text_quality_nvidia_edu_mixtral_score": 1.9267578125, "text_quality_dclmbaseline_fasttext_score": 0.9998131394386292, "text_quality_dolma3_fasttext_score": 0.9985045194625854, "custom_fasttext_val_fasttext_score": 0.004319548606872559, "custom_fasttext_core_fasttext_score": 0.00023502111434936523, "custom_fasttext_val_clean_fasttext_score": 0.004565536975860596, "custom_fasttext_core_clean_fasttext_score": 0.00048029422760009766, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.5859375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1484375, "within_sample_repetition_detection": 7.0 }, "49": { "detoxify": 1, "length_chars": 613, "length_tokens": 1309, "length_tokens_text_only": 285, "length_tokens_trainable_only": 178, "length_images": 1, "iqa_live_mean": 0.33702888874092485, "iqa_live_min": 0.33702888874092485, "iqa_live_max": 0.33702888874092485, "iqa_csiq_mean": 0.519535481929779, "iqa_csiq_min": 0.519535481929779, "iqa_csiq_max": 0.519535481929779, "iqa_tid2013_mean": 0.3228453000386556, "iqa_tid2013_min": 0.3228453000386556, "iqa_tid2013_max": 0.3228453000386556, "iqa_kadid10k_mean": 0.1920166015625, "iqa_kadid10k_min": 0.1920166015625, "iqa_kadid10k_max": 0.1920166015625, "iqa_flive_mean": 0.6419881184895834, "iqa_flive_min": 0.6419881184895834, "iqa_flive_max": 0.6419881184895834, "iqa_spaq_mean": 0.3856993395872791, "iqa_spaq_min": 0.3856993395872791, "iqa_spaq_max": 0.3856993395872791, "iqa_clive_mean": 0.3068354828189118, "iqa_clive_min": 0.3068354828189118, "iqa_clive_max": 0.3068354828189118, "iqa_koniq10k_mean": 0.5706392923990886, "iqa_koniq10k_min": 0.5706392923990886, "iqa_koniq10k_max": 0.5706392923990886, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999991364 }, { "lang": "la", "score": 8.636051512737968e-13 }, { "lang": "fr", "score": 3.469858576187711e-19 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8053326606750488 }, { "lang": "ko", "score": 0.00906695518642664 }, { "lang": "ru", "score": 0.00882178358733654 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.33702888874092485, "iqa_v2_live_min": 0.33702888874092485, "iqa_v2_live_max": 0.33702888874092485, "iqa_v2_csiq_mean": 0.519535481929779, "iqa_v2_csiq_min": 0.519535481929779, "iqa_v2_csiq_max": 0.519535481929779, "iqa_v2_tid2013_mean": 0.3228453000386556, "iqa_v2_tid2013_min": 0.3228453000386556, "iqa_v2_tid2013_max": 0.3228453000386556, "iqa_v2_kadid10k_mean": 0.1920166015625, "iqa_v2_kadid10k_min": 0.1920166015625, "iqa_v2_kadid10k_max": 0.1920166015625, "iqa_v2_flive_mean": 0.6419458870935922, "iqa_v2_flive_min": 0.6419458870935922, "iqa_v2_flive_max": 0.6419458870935922, "iqa_v2_spaq_mean": 0.38562042544586494, "iqa_v2_spaq_min": 0.38562042544586494, "iqa_v2_spaq_max": 0.38562042544586494, "iqa_v2_clive_mean": 0.3068354828189118, "iqa_v2_clive_min": 0.3068354828189118, "iqa_v2_clive_max": 0.3068354828189118, "iqa_v2_koniq10k_mean": 0.5706392923990886, "iqa_v2_koniq10k_min": 0.5706392923990886, "iqa_v2_koniq10k_max": 0.5706392923990886, "imdecont": { "jpg": 0.5672056674957275 }, "imdecont_image_match": { "jpg": 202914 }, "imdecont_max": 0.5672056674957275, "imdecont_mean": 0.5672056674957275, "imdecont_min": 0.5672056674957275, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.421875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.421875, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.421875, "clip_score_dfn_public_prev_turn_only_min": 3.4140625, "clip_score_dfn_public_prev_turn_only_mean": 3.4140625, "clip_score_dfn_public_prev_turn_only_max": 3.4140625, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.734375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.734375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.734375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.453125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.453125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.453125, "clip_score_clip_vitl14_224_next_turn_only_min": 25.125, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.125, "clip_score_clip_vitl14_224_next_turn_only_max": 25.125, "clip_score_dfn_public_next_turn_only_min": 3.57421875, "clip_score_dfn_public_next_turn_only_mean": 3.57421875, "clip_score_dfn_public_next_turn_only_max": 3.57421875, "clip_score_siglip2_b16_224_next_turn_only_min": 3.59375, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.59375, "clip_score_siglip2_b16_224_next_turn_only_max": 3.59375, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.0625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.0625, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.78125, "clip_score_dfn_public_prev_and_next_turn_min": 3.4296875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.4296875, "clip_score_dfn_public_prev_and_next_turn_max": 3.4296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.78125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.78125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.78125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.015625, "im_height": { "jpg": 1584 }, "im_height_mean": 1584.0, "im_height_min": 1584, "im_height_max": 1584, "im_width": { "jpg": 574 }, "im_width_mean": 574.0, "im_width_min": 574, "im_width_max": 574, "im_ar": { "jpg": 0.3624 }, "im_ar_mean": 0.3624, "im_ar_min": 0.3624, "im_ar_max": 0.3624, "im_kilobytes": { "jpg": 2663.72 }, "im_kilobytes_mean": 2663.72, "im_kilobytes_min": 2663.72, "im_kilobytes_max": 2663.72, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 403.01 }, "im_clarity_mean": 403.01, "im_clarity_min": 403.01, "im_clarity_max": 403.01, "im_luma": { "jpg": 236.95 }, "im_luma_mean": 236.95, "im_luma_min": 236.95, "im_luma_max": 236.95, "im_saturation": { "jpg": 112.98 }, "im_saturation_mean": 112.98, "im_saturation_min": 112.98, "im_saturation_max": 112.98, "im_entropy": { "jpg": 1.41 }, "im_entropy_mean": 1.41, "im_entropy_min": 1.41, "im_entropy_max": 1.41, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999991364, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 8.636051512737968e-13, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 3.469858576187711e-19, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8053326606750488, "language_detection_annotation_nllb_1_lan": "ko", "language_detection_annotation_nllb_1_score": 0.00906695518642664, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.00882178358733654, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9827063083648682, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.79982590675354, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.99933260679245, "text_quality_nvidia_edu_nemotron4_score": 2.314453125, "text_quality_nvidia_edu_mixtral_score": 2.259765625, "text_quality_dclmbaseline_fasttext_score": 0.9999140501022339, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0004521608352661133, "custom_fasttext_core_fasttext_score": 2.086162567138672e-05, "custom_fasttext_val_clean_fasttext_score": 0.0011571049690246582, "custom_fasttext_core_clean_fasttext_score": 0.0007409453392028809, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.03125, "within_sample_repetition_detection": 4.0 }, "59": { "detoxify": 1, "length_chars": 1163, "length_tokens": 2197, "length_tokens_text_only": 405, "length_tokens_trainable_only": 298, "length_images": 1, "iqa_live_mean": 0.43827577070756385, "iqa_live_min": 0.43827577070756385, "iqa_live_max": 0.43827577070756385, "iqa_csiq_mean": 0.581974446773529, "iqa_csiq_min": 0.581974446773529, "iqa_csiq_max": 0.581974446773529, "iqa_tid2013_mean": 0.3323939111497667, "iqa_tid2013_min": 0.3323939111497667, "iqa_tid2013_max": 0.3323939111497667, "iqa_kadid10k_mean": 0.4393310546875, "iqa_kadid10k_min": 0.4393310546875, "iqa_kadid10k_max": 0.4393310546875, "iqa_flive_mean": 0.5994999432804609, "iqa_flive_min": 0.5994999432804609, "iqa_flive_max": 0.5994999432804609, "iqa_spaq_mean": 0.31475552645596594, "iqa_spaq_min": 0.31475552645596594, "iqa_spaq_max": 0.31475552645596594, "iqa_clive_mean": 0.37130833635426536, "iqa_clive_min": 0.37130833635426536, "iqa_clive_max": 0.37130833635426536, "iqa_koniq10k_mean": 0.6291935853283815, "iqa_koniq10k_min": 0.6291935853283815, "iqa_koniq10k_max": 0.6291935853283815, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "eo", "score": 1.5978504904020576e-29 }, { "lang": "la", "score": 1.4529883510923152e-30 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8940967917442322 }, { "lang": "ru", "score": 0.004900607746094465 }, { "lang": "ja", "score": 0.0038163531571626663 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.43827577070756385, "iqa_v2_live_min": 0.43827577070756385, "iqa_v2_live_max": 0.43827577070756385, "iqa_v2_csiq_mean": 0.581974446773529, "iqa_v2_csiq_min": 0.581974446773529, "iqa_v2_csiq_max": 0.581974446773529, "iqa_v2_tid2013_mean": 0.3323939111497667, "iqa_v2_tid2013_min": 0.3323939111497667, "iqa_v2_tid2013_max": 0.3323939111497667, "iqa_v2_kadid10k_mean": 0.4393310546875, "iqa_v2_kadid10k_min": 0.4393310546875, "iqa_v2_kadid10k_max": 0.4393310546875, "iqa_v2_flive_mean": 0.5994999432804609, "iqa_v2_flive_min": 0.5994999432804609, "iqa_v2_flive_max": 0.5994999432804609, "iqa_v2_spaq_mean": 0.31475552645596594, "iqa_v2_spaq_min": 0.31475552645596594, "iqa_v2_spaq_max": 0.31475552645596594, "iqa_v2_clive_mean": 0.37130833635426536, "iqa_v2_clive_min": 0.37130833635426536, "iqa_v2_clive_max": 0.37130833635426536, "iqa_v2_koniq10k_mean": 0.6291935853283815, "iqa_v2_koniq10k_min": 0.6291935853283815, "iqa_v2_koniq10k_max": 0.6291935853283815, "imdecont": { "jpg": 0.5681026577949524 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5681026577949524, "imdecont_mean": 0.5681026577949524, "imdecont_min": 0.5681026577949524, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.03125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.03125, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.03125, "clip_score_dfn_public_prev_turn_only_min": 3.431640625, "clip_score_dfn_public_prev_turn_only_mean": 3.431640625, "clip_score_dfn_public_prev_turn_only_max": 3.431640625, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.234375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.234375, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.234375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.953125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.953125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.953125, "clip_score_clip_vitl14_224_next_turn_only_min": 27.5625, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.5625, "clip_score_clip_vitl14_224_next_turn_only_max": 27.5625, "clip_score_dfn_public_next_turn_only_min": 5.62109375, "clip_score_dfn_public_next_turn_only_mean": 5.62109375, "clip_score_dfn_public_next_turn_only_max": 5.62109375, "clip_score_siglip2_b16_224_next_turn_only_min": 2.09375, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.09375, "clip_score_siglip2_b16_224_next_turn_only_max": 2.09375, "clip_score_longclip_vitl14_224_next_turn_only_min": 28.296875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 28.296875, "clip_score_longclip_vitl14_224_next_turn_only_max": 28.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.125, "clip_score_dfn_public_prev_and_next_turn_min": 4.5078125, "clip_score_dfn_public_prev_and_next_turn_mean": 4.5078125, "clip_score_dfn_public_prev_and_next_turn_max": 4.5078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.328125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.328125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.09375, "im_height": { "jpg": 3679 }, "im_height_mean": 3679.0, "im_height_min": 3679, "im_height_max": 3679, "im_width": { "jpg": 2307 }, "im_width_mean": 2307.0, "im_width_min": 2307, "im_width_max": 2307, "im_ar": { "jpg": 0.6271 }, "im_ar_mean": 0.6271, "im_ar_min": 0.6271, "im_ar_max": 0.6271, "im_kilobytes": { "jpg": 24865.58 }, "im_kilobytes_mean": 24865.58, "im_kilobytes_min": 24865.58, "im_kilobytes_max": 24865.58, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 126.55 }, "im_clarity_mean": 126.55, "im_clarity_min": 126.55, "im_clarity_max": 126.55, "im_luma": { "jpg": 237.44 }, "im_luma_mean": 237.44, "im_luma_min": 237.44, "im_luma_max": 237.44, "im_saturation": { "jpg": 17.65 }, "im_saturation_mean": 17.65, "im_saturation_min": 17.65, "im_saturation_max": 17.65, "im_entropy": { "jpg": 1.65 }, "im_entropy_mean": 1.65, "im_entropy_min": 1.65, "im_entropy_max": 1.65, "unifilter_score_qwen2_5_1_5b": -1.0703125, "unifilter_score_qwen3_0_6b": 0.857421875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "eo", "language_detection_annotation_lingua_1_score": 1.5978504904020576e-29, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 1.4529883510923152e-30, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8940967917442322, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.004900607746094465, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.0038163531571626663, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9876612424850464, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8818480968475342, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999716579914093, "text_quality_nvidia_edu_nemotron4_score": 2.650390625, "text_quality_nvidia_edu_mixtral_score": 2.439453125, "text_quality_dclmbaseline_fasttext_score": 0.9956573843955994, "text_quality_dolma3_fasttext_score": 0.9937637448310852, "custom_fasttext_val_fasttext_score": 0.0005366206169128418, "custom_fasttext_core_fasttext_score": 3.933906555175781e-06, "custom_fasttext_val_clean_fasttext_score": 0.0024814605712890625, "custom_fasttext_core_clean_fasttext_score": 0.00019925832748413086, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.0859375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0546875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.03125, "within_sample_repetition_detection": 6.0 }, "69": { "detoxify": 1, "length_chars": 1817, "length_tokens": 4065, "length_tokens_text_only": 737, "length_tokens_trainable_only": 578, "length_images": 1, "iqa_live_mean": 0.2868394948015309, "iqa_live_min": 0.2868394948015309, "iqa_live_max": 0.2868394948015309, "iqa_csiq_mean": 0.45647090673446655, "iqa_csiq_min": 0.45647090673446655, "iqa_csiq_max": 0.45647090673446655, "iqa_tid2013_mean": 0.26436005698310006, "iqa_tid2013_min": 0.26436005698310006, "iqa_tid2013_max": 0.26436005698310006, "iqa_kadid10k_mean": 0.0977783203125, "iqa_kadid10k_min": 0.0977783203125, "iqa_kadid10k_max": 0.0977783203125, "iqa_flive_mean": 0.5856899685329862, "iqa_flive_min": 0.5856899685329862, "iqa_flive_max": 0.5856899685329862, "iqa_spaq_mean": 0.23931360726404674, "iqa_spaq_min": 0.23931360726404674, "iqa_spaq_max": 0.23931360726404674, "iqa_clive_mean": 0.31677866463709364, "iqa_clive_min": 0.31677866463709364, "iqa_clive_max": 0.31677866463709364, "iqa_koniq10k_mean": 0.6039410600758562, "iqa_koniq10k_min": 0.6039410600758562, "iqa_koniq10k_max": 0.6039410600758562, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 7.397983643157548e-18 }, { "lang": "eo", "score": 1.2815079053828972e-24 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8165954351425171 }, { "lang": "ru", "score": 0.009135945700109005 }, { "lang": "th", "score": 0.006949764210730791 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.2868394948015309, "iqa_v2_live_min": 0.2868394948015309, "iqa_v2_live_max": 0.2868394948015309, "iqa_v2_csiq_mean": 0.45647090673446655, "iqa_v2_csiq_min": 0.45647090673446655, "iqa_v2_csiq_max": 0.45647090673446655, "iqa_v2_tid2013_mean": 0.26436005698310006, "iqa_v2_tid2013_min": 0.26436005698310006, "iqa_v2_tid2013_max": 0.26436005698310006, "iqa_v2_kadid10k_mean": 0.0977783203125, "iqa_v2_kadid10k_min": 0.0977783203125, "iqa_v2_kadid10k_max": 0.0977783203125, "iqa_v2_flive_mean": 0.5856899685329862, "iqa_v2_flive_min": 0.5856899685329862, "iqa_v2_flive_max": 0.5856899685329862, "iqa_v2_spaq_mean": 0.23931360726404674, "iqa_v2_spaq_min": 0.23931360726404674, "iqa_v2_spaq_max": 0.23931360726404674, "iqa_v2_clive_mean": 0.31677866463709364, "iqa_v2_clive_min": 0.31677866463709364, "iqa_v2_clive_max": 0.31677866463709364, "iqa_v2_koniq10k_mean": 0.6039410600758562, "iqa_v2_koniq10k_min": 0.6039410600758562, "iqa_v2_koniq10k_max": 0.6039410600758562, "imdecont": { "jpg": 0.504915177822113 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.504915177822113, "imdecont_mean": 0.504915177822113, "imdecont_min": 0.504915177822113, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.375, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.375, "clip_score_dfn_public_prev_turn_only_min": 3.17578125, "clip_score_dfn_public_prev_turn_only_mean": 3.17578125, "clip_score_dfn_public_prev_turn_only_max": 3.17578125, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.28125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.28125, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.28125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.0625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.0625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.0625, "clip_score_clip_vitl14_224_next_turn_only_min": 27.65625, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.65625, "clip_score_clip_vitl14_224_next_turn_only_max": 27.65625, "clip_score_dfn_public_next_turn_only_min": 3.1171875, "clip_score_dfn_public_next_turn_only_mean": 3.1171875, "clip_score_dfn_public_next_turn_only_max": 3.1171875, "clip_score_siglip2_b16_224_next_turn_only_min": 2.4375, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.4375, "clip_score_siglip2_b16_224_next_turn_only_max": 2.4375, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.546875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.546875, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.546875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.375, "clip_score_dfn_public_prev_and_next_turn_min": 3.17578125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.17578125, "clip_score_dfn_public_prev_and_next_turn_max": 3.17578125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.28125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.28125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.28125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.359375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.359375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.359375, "im_height": { "jpg": 2546 }, "im_height_mean": 2546.0, "im_height_min": 2546, "im_height_max": 2546, "im_width": { "jpg": 3182 }, "im_width_mean": 3182.0, "im_width_min": 3182, "im_width_max": 3182, "im_ar": { "jpg": 1.2498 }, "im_ar_mean": 1.2498, "im_ar_min": 1.2498, "im_ar_max": 1.2498, "im_kilobytes": { "jpg": 23734.49 }, "im_kilobytes_mean": 23734.49, "im_kilobytes_min": 23734.49, "im_kilobytes_max": 23734.49, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 158.7 }, "im_clarity_mean": 158.7, "im_clarity_min": 158.7, "im_clarity_max": 158.7, "im_luma": { "jpg": 213.78 }, "im_luma_mean": 213.78, "im_luma_min": 213.78, "im_luma_max": 213.78, "im_saturation": { "jpg": 94.21 }, "im_saturation_mean": 94.21, "im_saturation_min": 94.21, "im_saturation_max": 94.21, "im_entropy": { "jpg": 2.1 }, "im_entropy_mean": 2.1, "im_entropy_min": 2.1, "im_entropy_max": 2.1, "unifilter_score_qwen2_5_1_5b": 1.3564453125, "unifilter_score_qwen3_0_6b": 1.064453125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 7.397983643157548e-18, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.2815079053828972e-24, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8165954351425171, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.009135945700109005, "language_detection_annotation_nllb_2_lan": "th", "language_detection_annotation_nllb_2_score": 0.006949764210730791, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.993955671787262, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8692909479141235, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995657801628113, "text_quality_nvidia_edu_nemotron4_score": 2.193359375, "text_quality_nvidia_edu_mixtral_score": 2.27734375, "text_quality_dclmbaseline_fasttext_score": 0.9999872446060181, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.001195669174194336, "custom_fasttext_core_fasttext_score": 0.00014865398406982422, "custom_fasttext_val_clean_fasttext_score": 0.004185140132904053, "custom_fasttext_core_clean_fasttext_score": 0.0007099509239196777, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.69921875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.69140625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0078125, "within_sample_repetition_detection": 7.0 }, "74": { "detoxify": 1, "length_chars": 627, "length_tokens": 3613, "length_tokens_text_only": 285, "length_tokens_trainable_only": 182, "length_images": 1, "iqa_live_mean": 0.49937504469746286, "iqa_live_min": 0.49937504469746286, "iqa_live_max": 0.49937504469746286, "iqa_csiq_mean": 0.611027181148529, "iqa_csiq_min": 0.611027181148529, "iqa_csiq_max": 0.611027181148529, "iqa_tid2013_mean": 0.36451196670532227, "iqa_tid2013_min": 0.36451196670532227, "iqa_tid2013_max": 0.36451196670532227, "iqa_kadid10k_mean": 0.4803466796875, "iqa_kadid10k_min": 0.4803466796875, "iqa_kadid10k_max": 0.4803466796875, "iqa_flive_mean": 0.6504982071693498, "iqa_flive_min": 0.6504982071693498, "iqa_flive_max": 0.6504982071693498, "iqa_spaq_mean": 0.34655792544586494, "iqa_spaq_min": 0.34655792544586494, "iqa_spaq_max": 0.34655792544586494, "iqa_clive_mean": 0.47543801201714414, "iqa_clive_min": 0.47543801201714414, "iqa_clive_max": 0.47543801201714414, "iqa_koniq10k_mean": 0.6711758700284092, "iqa_koniq10k_min": 0.6711758700284092, "iqa_koniq10k_max": 0.6711758700284092, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999689885720876 }, { "lang": "la", "score": 3.101139804417853e-05 }, { "lang": "eo", "score": 2.4359459534003465e-11 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8506120443344116 }, { "lang": "ru", "score": 0.006295977160334587 }, { "lang": "es", "score": 0.005977833177894354 } ], "digit_sequence_filter": 3, "iqa_v2_live_mean": 0.49937504469746286, "iqa_v2_live_min": 0.49937504469746286, "iqa_v2_live_max": 0.49937504469746286, "iqa_v2_csiq_mean": 0.611027181148529, "iqa_v2_csiq_min": 0.611027181148529, "iqa_v2_csiq_max": 0.611027181148529, "iqa_v2_tid2013_mean": 0.36451196670532227, "iqa_v2_tid2013_min": 0.36451196670532227, "iqa_v2_tid2013_max": 0.36451196670532227, "iqa_v2_kadid10k_mean": 0.4803466796875, "iqa_v2_kadid10k_min": 0.4803466796875, "iqa_v2_kadid10k_max": 0.4803466796875, "iqa_v2_flive_mean": 0.6504982071693498, "iqa_v2_flive_min": 0.6504982071693498, "iqa_v2_flive_max": 0.6504982071693498, "iqa_v2_spaq_mean": 0.34655792544586494, "iqa_v2_spaq_min": 0.34655792544586494, "iqa_v2_spaq_max": 0.34655792544586494, "iqa_v2_clive_mean": 0.47543801201714414, "iqa_v2_clive_min": 0.47543801201714414, "iqa_v2_clive_max": 0.47543801201714414, "iqa_v2_koniq10k_mean": 0.6711758700284092, "iqa_v2_koniq10k_min": 0.6711758700284092, "iqa_v2_koniq10k_max": 0.6711758700284092, "imdecont": { "jpg": 0.5241310596466064 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5241310596466064, "imdecont_mean": 0.5241310596466064, "imdecont_min": 0.5241310596466064, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.265625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.265625, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.265625, "clip_score_dfn_public_prev_turn_only_min": 3.51171875, "clip_score_dfn_public_prev_turn_only_mean": 3.51171875, "clip_score_dfn_public_prev_turn_only_max": 3.51171875, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.4375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.4375, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.4375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.640625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.640625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.640625, "clip_score_clip_vitl14_224_next_turn_only_min": 26.484375, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.484375, "clip_score_clip_vitl14_224_next_turn_only_max": 26.484375, "clip_score_dfn_public_next_turn_only_min": 3.498046875, "clip_score_dfn_public_next_turn_only_mean": 3.498046875, "clip_score_dfn_public_next_turn_only_max": 3.498046875, "clip_score_siglip2_b16_224_next_turn_only_min": 1.6875, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.6875, "clip_score_siglip2_b16_224_next_turn_only_max": 1.6875, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.265625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.265625, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.265625, "clip_score_dfn_public_prev_and_next_turn_min": 3.861328125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.861328125, "clip_score_dfn_public_prev_and_next_turn_max": 3.861328125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.21875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.21875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.65625, "im_height": { "jpg": 2979 }, "im_height_mean": 2979.0, "im_height_min": 2979, "im_height_max": 2979, "im_width": { "jpg": 1053 }, "im_width_mean": 1053.0, "im_width_min": 1053, "im_width_max": 1053, "im_ar": { "jpg": 0.3535 }, "im_ar_mean": 0.3535, "im_ar_min": 0.3535, "im_ar_max": 0.3535, "im_kilobytes": { "jpg": 9190.1 }, "im_kilobytes_mean": 9190.1, "im_kilobytes_min": 9190.1, "im_kilobytes_max": 9190.1, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 153.15 }, "im_clarity_mean": 153.15, "im_clarity_min": 153.15, "im_clarity_max": 153.15, "im_luma": { "jpg": 219.69 }, "im_luma_mean": 219.69, "im_luma_min": 219.69, "im_luma_max": 219.69, "im_saturation": { "jpg": 23.97 }, "im_saturation_mean": 23.97, "im_saturation_min": 23.97, "im_saturation_max": 23.97, "im_entropy": { "jpg": 1.65 }, "im_entropy_mean": 1.65, "im_entropy_min": 1.65, "im_entropy_max": 1.65, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999689885720876, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.101139804417853e-05, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 2.4359459534003465e-11, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8506120443344116, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006295977160334587, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.005977833177894354, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9908671379089355, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7160412073135376, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997062087059021, "text_quality_nvidia_edu_nemotron4_score": 2.416015625, "text_quality_nvidia_edu_mixtral_score": 2.205078125, "text_quality_dclmbaseline_fasttext_score": 0.9948487877845764, "text_quality_dolma3_fasttext_score": 0.994904637336731, "custom_fasttext_val_fasttext_score": 0.000537574291229248, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00038045644760131836, "custom_fasttext_core_clean_fasttext_score": 5.4955482482910156e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.2890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.4140625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.125, "within_sample_repetition_detection": 8.0 }, "72": { "detoxify": 1, "length_chars": 1284, "length_tokens": 2269, "length_tokens_text_only": 477, "length_tokens_trainable_only": 340, "length_images": 1, "iqa_live_mean": 0.4036324626267558, "iqa_live_min": 0.4036324626267558, "iqa_live_max": 0.4036324626267558, "iqa_csiq_mean": 0.545292317867279, "iqa_csiq_min": 0.545292317867279, "iqa_csiq_max": 0.545292317867279, "iqa_tid2013_mean": 0.2947420014275445, "iqa_tid2013_min": 0.2947420014275445, "iqa_tid2013_max": 0.2947420014275445, "iqa_kadid10k_mean": 0.2423095703125, "iqa_kadid10k_min": 0.2423095703125, "iqa_kadid10k_max": 0.2423095703125, "iqa_flive_mean": 0.6335760559698549, "iqa_flive_min": 0.6335760559698549, "iqa_flive_max": 0.6335760559698549, "iqa_spaq_mean": 0.42965451635495583, "iqa_spaq_min": 0.42965451635495583, "iqa_spaq_max": 0.42965451635495583, "iqa_clive_mean": 0.5124068212027502, "iqa_clive_min": 0.5124068212027502, "iqa_clive_max": 0.5124068212027502, "iqa_koniq10k_mean": 0.5730067166415128, "iqa_koniq10k_min": 0.5730067166415128, "iqa_koniq10k_max": 0.5730067166415128, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 3.9575962592736017e-19 }, { "lang": "eo", "score": 2.472068453748757e-26 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8660250902175903 }, { "lang": "ru", "score": 0.005921083968132734 }, { "lang": "ja", "score": 0.005638792645186186 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4036324626267558, "iqa_v2_live_min": 0.4036324626267558, "iqa_v2_live_max": 0.4036324626267558, "iqa_v2_csiq_mean": 0.545353353023529, "iqa_v2_csiq_min": 0.545353353023529, "iqa_v2_csiq_max": 0.545353353023529, "iqa_v2_tid2013_mean": 0.2947420014275445, "iqa_v2_tid2013_min": 0.2947420014275445, "iqa_v2_tid2013_max": 0.2947420014275445, "iqa_v2_kadid10k_mean": 0.2423095703125, "iqa_v2_kadid10k_min": 0.2423095703125, "iqa_v2_kadid10k_max": 0.2423095703125, "iqa_v2_flive_mean": 0.6336007166390468, "iqa_v2_flive_min": 0.6336007166390468, "iqa_v2_flive_max": 0.6336007166390468, "iqa_v2_spaq_mean": 0.42965451635495583, "iqa_v2_spaq_min": 0.42965451635495583, "iqa_v2_spaq_max": 0.42965451635495583, "iqa_v2_clive_mean": 0.5124462782734572, "iqa_v2_clive_min": 0.5124462782734572, "iqa_v2_clive_max": 0.5124462782734572, "iqa_v2_koniq10k_mean": 0.5730067166415128, "iqa_v2_koniq10k_min": 0.5730067166415128, "iqa_v2_koniq10k_max": 0.5730067166415128, "imdecont": { "jpg": 0.5346531271934509 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5346531271934509, "imdecont_mean": 0.5346531271934509, "imdecont_min": 0.5346531271934509, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.765625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.765625, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.765625, "clip_score_dfn_public_prev_turn_only_min": 3.48828125, "clip_score_dfn_public_prev_turn_only_mean": 3.48828125, "clip_score_dfn_public_prev_turn_only_max": 3.48828125, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.921875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.921875, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.921875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.328125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.328125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.328125, "clip_score_clip_vitl14_224_next_turn_only_min": 25.65625, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.65625, "clip_score_clip_vitl14_224_next_turn_only_max": 25.65625, "clip_score_dfn_public_next_turn_only_min": 4.21484375, "clip_score_dfn_public_next_turn_only_mean": 4.21484375, "clip_score_dfn_public_next_turn_only_max": 4.21484375, "clip_score_siglip2_b16_224_next_turn_only_min": -1.03125, "clip_score_siglip2_b16_224_next_turn_only_mean": -1.03125, "clip_score_siglip2_b16_224_next_turn_only_max": -1.03125, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.921875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.921875, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.765625, "clip_score_dfn_public_prev_and_next_turn_min": 3.48828125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.48828125, "clip_score_dfn_public_prev_and_next_turn_max": 3.48828125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.921875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.921875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.734375, "im_height": { "jpg": 1607 }, "im_height_mean": 1607.0, "im_height_min": 1607, "im_height_max": 1607, "im_width": { "jpg": 2450 }, "im_width_mean": 2450.0, "im_width_min": 2450, "im_width_max": 2450, "im_ar": { "jpg": 1.5246 }, "im_ar_mean": 1.5246, "im_ar_min": 1.5246, "im_ar_max": 1.5246, "im_kilobytes": { "jpg": 11534.62 }, "im_kilobytes_mean": 11534.62, "im_kilobytes_min": 11534.62, "im_kilobytes_max": 11534.62, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 298.01 }, "im_clarity_mean": 298.01, "im_clarity_min": 298.01, "im_clarity_max": 298.01, "im_luma": { "jpg": 208.32 }, "im_luma_mean": 208.32, "im_luma_min": 208.32, "im_luma_max": 208.32, "im_saturation": { "jpg": 82.23 }, "im_saturation_mean": 82.23, "im_saturation_min": 82.23, "im_saturation_max": 82.23, "im_entropy": { "jpg": 2.37 }, "im_entropy_mean": 2.37, "im_entropy_min": 2.37, "im_entropy_max": 2.37, "unifilter_score_qwen2_5_1_5b": -0.27490234375, "unifilter_score_qwen3_0_6b": -0.615234375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.9575962592736017e-19, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 2.472068453748757e-26, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8660250902175903, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005921083968132734, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.005638792645186186, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9937416911125183, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5588698387145996, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997283816337585, "text_quality_nvidia_edu_nemotron4_score": 2.1328125, "text_quality_nvidia_edu_mixtral_score": 2.08203125, "text_quality_dclmbaseline_fasttext_score": 0.9998169541358948, "text_quality_dolma3_fasttext_score": 0.9997877478599548, "custom_fasttext_val_fasttext_score": 0.0011723637580871582, "custom_fasttext_core_fasttext_score": 4.4465065002441406e-05, "custom_fasttext_val_clean_fasttext_score": 0.0009750127792358398, "custom_fasttext_core_clean_fasttext_score": 2.5510787963867188e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.0546875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0546875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 6.0 }, "56": { "detoxify": 1, "length_chars": 765, "length_tokens": 3688, "length_tokens_text_only": 360, "length_tokens_trainable_only": 253, "length_images": 1, "iqa_live_mean": 0.5401243344701901, "iqa_live_min": 0.5401243344701901, "iqa_live_max": 0.5401243344701901, "iqa_csiq_mean": 0.689274251461029, "iqa_csiq_min": 0.689274251461029, "iqa_csiq_max": 0.689274251461029, "iqa_tid2013_mean": 0.3904993798997667, "iqa_tid2013_min": 0.3904993798997667, "iqa_tid2013_max": 0.3904993798997667, "iqa_kadid10k_mean": 0.5133056640625, "iqa_kadid10k_min": 0.5133056640625, "iqa_kadid10k_max": 0.5133056640625, "iqa_flive_mean": 0.6711342551491478, "iqa_flive_min": 0.6711342551491478, "iqa_flive_max": 0.6711342551491478, "iqa_spaq_mean": 0.40874226888020837, "iqa_spaq_min": 0.40874226888020837, "iqa_spaq_max": 0.40874226888020837, "iqa_clive_mean": 0.47803169789940425, "iqa_clive_min": 0.47803169789940425, "iqa_clive_max": 0.47803169789940425, "iqa_koniq10k_mean": 0.6323501509849472, "iqa_koniq10k_min": 0.6323501509849472, "iqa_koniq10k_max": 0.6323501509849472, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999727 }, { "lang": "la", "score": 2.7357117935820304e-14 }, { "lang": "eo", "score": 1.6045798959130069e-24 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.815371572971344 }, { "lang": "ru", "score": 0.008019214496016502 }, { "lang": "ko", "score": 0.007357279770076275 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5400848773994831, "iqa_v2_live_min": 0.5400848773994831, "iqa_v2_live_max": 0.5400848773994831, "iqa_v2_csiq_mean": 0.689274251461029, "iqa_v2_csiq_min": 0.689274251461029, "iqa_v2_csiq_max": 0.689274251461029, "iqa_v2_tid2013_mean": 0.3904993798997667, "iqa_v2_tid2013_min": 0.3904993798997667, "iqa_v2_tid2013_max": 0.3904993798997667, "iqa_v2_kadid10k_mean": 0.5133056640625, "iqa_v2_kadid10k_min": 0.5133056640625, "iqa_v2_kadid10k_max": 0.5133056640625, "iqa_v2_flive_mean": 0.6711342551491478, "iqa_v2_flive_min": 0.6711342551491478, "iqa_v2_flive_max": 0.6711342551491478, "iqa_v2_spaq_mean": 0.4088211830216225, "iqa_v2_spaq_min": 0.4088211830216225, "iqa_v2_spaq_max": 0.4088211830216225, "iqa_v2_clive_mean": 0.4780921165389244, "iqa_v2_clive_min": 0.4780921165389244, "iqa_v2_clive_max": 0.4780921165389244, "iqa_v2_koniq10k_mean": 0.6325079792677755, "iqa_v2_koniq10k_min": 0.6325079792677755, "iqa_v2_koniq10k_max": 0.6325079792677755, "imdecont": { "jpg": 0.5608905553817749 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5608905553817749, "imdecont_mean": 0.5608905553817749, "imdecont_min": 0.5608905553817749, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.875, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.875, "clip_score_dfn_public_prev_turn_only_min": 1.837890625, "clip_score_dfn_public_prev_turn_only_mean": 1.837890625, "clip_score_dfn_public_prev_turn_only_max": 1.837890625, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.8359375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.8359375, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.8359375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.671875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.671875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.671875, "clip_score_clip_vitl14_224_next_turn_only_min": 24.015625, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.015625, "clip_score_clip_vitl14_224_next_turn_only_max": 24.015625, "clip_score_dfn_public_next_turn_only_min": 2.814453125, "clip_score_dfn_public_next_turn_only_mean": 2.814453125, "clip_score_dfn_public_next_turn_only_max": 2.814453125, "clip_score_siglip2_b16_224_next_turn_only_min": 1.359375, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.359375, "clip_score_siglip2_b16_224_next_turn_only_max": 1.359375, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.1875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.1875, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.421875, "clip_score_dfn_public_prev_and_next_turn_min": 2.78515625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.78515625, "clip_score_dfn_public_prev_and_next_turn_max": 2.78515625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.65625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.65625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.25, "im_height": { "jpg": 1947 }, "im_height_mean": 1947.0, "im_height_min": 1947, "im_height_max": 1947, "im_width": { "jpg": 1477 }, "im_width_mean": 1477.0, "im_width_min": 1477, "im_width_max": 1477, "im_ar": { "jpg": 0.7586 }, "im_ar_mean": 0.7586, "im_ar_min": 0.7586, "im_ar_max": 0.7586, "im_kilobytes": { "jpg": 8424.96 }, "im_kilobytes_mean": 8424.96, "im_kilobytes_min": 8424.96, "im_kilobytes_max": 8424.96, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 285.67 }, "im_clarity_mean": 285.67, "im_clarity_min": 285.67, "im_clarity_max": 285.67, "im_luma": { "jpg": 236.51 }, "im_luma_mean": 236.51, "im_luma_min": 236.51, "im_luma_max": 236.51, "im_saturation": { "jpg": 37.9 }, "im_saturation_mean": 37.9, "im_saturation_min": 37.9, "im_saturation_max": 37.9, "im_entropy": { "jpg": 1.63 }, "im_entropy_mean": 1.63, "im_entropy_min": 1.63, "im_entropy_max": 1.63, "unifilter_score_qwen2_5_1_5b": -1.5205078125, "unifilter_score_qwen3_0_6b": -0.88623046875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999727, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.7357117935820304e-14, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.6045798959130069e-24, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.815371572971344, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.008019214496016502, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.007357279770076275, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9934705495834351, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.6763589382171631, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997784495353699, "text_quality_nvidia_edu_nemotron4_score": 1.9931640625, "text_quality_nvidia_edu_mixtral_score": 2.0546875, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 0.9999756813049316, "custom_fasttext_val_fasttext_score": 0.0007666349411010742, "custom_fasttext_core_fasttext_score": 0.00010597705841064453, "custom_fasttext_val_clean_fasttext_score": 0.0041634440422058105, "custom_fasttext_core_clean_fasttext_score": 0.0029178857803344727, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.1640625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.1328125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.03125, "within_sample_repetition_detection": 6.0 }, "73": { "detoxify": 1, "length_chars": 588, "length_tokens": 2832, "length_tokens_text_only": 272, "length_tokens_trainable_only": 156, "length_images": 1, "iqa_live_mean": 0.3644121343439275, "iqa_live_min": 0.3644121343439275, "iqa_live_max": 0.3644121343439275, "iqa_csiq_mean": 0.40526241064071655, "iqa_csiq_min": 0.40526241064071655, "iqa_csiq_max": 0.40526241064071655, "iqa_tid2013_mean": 0.2511222097608778, "iqa_tid2013_min": 0.2511222097608778, "iqa_tid2013_max": 0.2511222097608778, "iqa_kadid10k_mean": 0.1871337890625, "iqa_kadid10k_min": 0.1871337890625, "iqa_kadid10k_max": 0.1871337890625, "iqa_flive_mean": 0.5651722917653094, "iqa_flive_min": 0.5651722917653094, "iqa_flive_max": 0.5651722917653094, "iqa_spaq_mean": 0.31838557696101644, "iqa_spaq_min": 0.31838557696101644, "iqa_spaq_max": 0.31838557696101644, "iqa_clive_mean": 0.5234942580714371, "iqa_clive_min": 0.5234942580714371, "iqa_clive_max": 0.5234942580714371, "iqa_koniq10k_mean": 0.6369271326546718, "iqa_koniq10k_min": 0.6369271326546718, "iqa_koniq10k_max": 0.6369271326546718, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999995265247 }, { "lang": "la", "score": 4.730125107321007e-10 }, { "lang": "es", "score": 4.623008901970954e-13 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7784901857376099 }, { "lang": "es", "score": 0.013983597047626972 }, { "lang": "de", "score": 0.010471022687852383 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.36449104848534164, "iqa_v2_live_min": 0.36449104848534164, "iqa_v2_live_max": 0.36449104848534164, "iqa_v2_csiq_mean": 0.40535396337509155, "iqa_v2_csiq_min": 0.40535396337509155, "iqa_v2_csiq_max": 0.40535396337509155, "iqa_v2_tid2013_mean": 0.2511222097608778, "iqa_v2_tid2013_min": 0.2511222097608778, "iqa_v2_tid2013_max": 0.2511222097608778, "iqa_v2_kadid10k_mean": 0.1871337890625, "iqa_v2_kadid10k_min": 0.1871337890625, "iqa_v2_kadid10k_max": 0.1871337890625, "iqa_v2_flive_mean": 0.5651722917653094, "iqa_v2_flive_min": 0.5651722917653094, "iqa_v2_flive_max": 0.5651722917653094, "iqa_v2_spaq_mean": 0.31822774867818815, "iqa_v2_spaq_min": 0.31822774867818815, "iqa_v2_spaq_max": 0.31822774867818815, "iqa_v2_clive_mean": 0.5234942580714371, "iqa_v2_clive_min": 0.5234942580714371, "iqa_v2_clive_max": 0.5234942580714371, "iqa_v2_koniq10k_mean": 0.6369271326546718, "iqa_v2_koniq10k_min": 0.6369271326546718, "iqa_v2_koniq10k_max": 0.6369271326546718, "imdecont": { "jpg": 0.5733878016471863 }, "imdecont_image_match": { "jpg": 206444 }, "imdecont_max": 0.5733878016471863, "imdecont_mean": 0.5733878016471863, "imdecont_min": 0.5733878016471863, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.65625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.65625, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.65625, "clip_score_dfn_public_prev_turn_only_min": 3.3125, "clip_score_dfn_public_prev_turn_only_mean": 3.3125, "clip_score_dfn_public_prev_turn_only_max": 3.3125, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.9296875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.9296875, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.9296875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.25, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.25, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.25, "clip_score_clip_vitl14_224_next_turn_only_min": 24.671875, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.671875, "clip_score_clip_vitl14_224_next_turn_only_max": 24.671875, "clip_score_dfn_public_next_turn_only_min": 4.125, "clip_score_dfn_public_next_turn_only_mean": 4.125, "clip_score_dfn_public_next_turn_only_max": 4.125, "clip_score_siglip2_b16_224_next_turn_only_min": 2.515625, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.515625, "clip_score_siglip2_b16_224_next_turn_only_max": 2.515625, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.328125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.328125, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.328125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.6875, "clip_score_dfn_public_prev_and_next_turn_min": 3.451171875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.451171875, "clip_score_dfn_public_prev_and_next_turn_max": 3.451171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.1953125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.1953125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.1953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.578125, "im_height": { "jpg": 1809 }, "im_height_mean": 1809.0, "im_height_min": 1809, "im_height_max": 1809, "im_width": { "jpg": 1623 }, "im_width_mean": 1623.0, "im_width_min": 1623, "im_width_max": 1623, "im_ar": { "jpg": 0.8972 }, "im_ar_mean": 0.8972, "im_ar_min": 0.8972, "im_ar_max": 0.8972, "im_kilobytes": { "jpg": 8601.58 }, "im_kilobytes_mean": 8601.58, "im_kilobytes_min": 8601.58, "im_kilobytes_max": 8601.58, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 221.62 }, "im_clarity_mean": 221.62, "im_clarity_min": 221.62, "im_clarity_max": 221.62, "im_luma": { "jpg": 202.68 }, "im_luma_mean": 202.68, "im_luma_min": 202.68, "im_luma_max": 202.68, "im_saturation": { "jpg": 67.65 }, "im_saturation_mean": 67.65, "im_saturation_min": 67.65, "im_saturation_max": 67.65, "im_entropy": { "jpg": 1.05 }, "im_entropy_mean": 1.05, "im_entropy_min": 1.05, "im_entropy_max": 1.05, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999995265247, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.730125107321007e-10, "language_detection_annotation_lingua_2_lan": "es", "language_detection_annotation_lingua_2_score": 4.623008901970954e-13, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7784901857376099, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.013983597047626972, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.010471022687852383, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9859722852706909, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7925614714622498, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997438788414001, "text_quality_nvidia_edu_nemotron4_score": 2.3984375, "text_quality_nvidia_edu_mixtral_score": 2.294921875, "text_quality_dclmbaseline_fasttext_score": 0.9999909400939941, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0030001401901245117, "custom_fasttext_core_fasttext_score": 7.295608520507812e-05, "custom_fasttext_val_clean_fasttext_score": 0.0034155845642089844, "custom_fasttext_core_clean_fasttext_score": 0.0007512569427490234, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.546875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.640625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.09375, "within_sample_repetition_detection": 4.0 }, "79": { "detoxify": 1, "length_chars": 1099, "length_tokens": 3759, "length_tokens_text_only": 431, "length_tokens_trainable_only": 324, "length_images": 1, "iqa_live_mean": 0.34649858571062175, "iqa_live_min": 0.34649858571062175, "iqa_live_max": 0.34649858571062175, "iqa_csiq_mean": 0.44142574071884155, "iqa_csiq_min": 0.44142574071884155, "iqa_csiq_max": 0.44142574071884155, "iqa_tid2013_mean": 0.3224112722608778, "iqa_tid2013_min": 0.3224112722608778, "iqa_tid2013_max": 0.3224112722608778, "iqa_kadid10k_mean": 0.413330078125, "iqa_kadid10k_min": 0.413330078125, "iqa_kadid10k_max": 0.413330078125, "iqa_flive_mean": 0.555978794290562, "iqa_flive_min": 0.555978794290562, "iqa_flive_max": 0.555978794290562, "iqa_spaq_mean": 0.09805729413273359, "iqa_spaq_min": 0.09805729413273359, "iqa_spaq_max": 0.09805729413273359, "iqa_clive_mean": 0.26122310908153806, "iqa_clive_min": 0.26122310908153806, "iqa_clive_max": 0.26122310908153806, "iqa_koniq10k_mean": 0.5952605045203007, "iqa_koniq10k_min": 0.5952605045203007, "iqa_koniq10k_max": 0.5952605045203007, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999822 }, { "lang": "la", "score": 1.7791799400193552e-14 }, { "lang": "eo", "score": 1.3052418443239521e-20 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.87328040599823 }, { "lang": "ru", "score": 0.005335652735084295 }, { "lang": "de", "score": 0.004913497716188431 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.34649858571062175, "iqa_v2_live_min": 0.34649858571062175, "iqa_v2_live_max": 0.34649858571062175, "iqa_v2_csiq_mean": 0.44142574071884155, "iqa_v2_csiq_min": 0.44142574071884155, "iqa_v2_csiq_max": 0.44142574071884155, "iqa_v2_tid2013_mean": 0.3224112722608778, "iqa_v2_tid2013_min": 0.3224112722608778, "iqa_v2_tid2013_max": 0.3224112722608778, "iqa_v2_kadid10k_mean": 0.413330078125, "iqa_v2_kadid10k_min": 0.413330078125, "iqa_v2_kadid10k_max": 0.413330078125, "iqa_v2_flive_mean": 0.555978794290562, "iqa_v2_flive_min": 0.555978794290562, "iqa_v2_flive_max": 0.555978794290562, "iqa_v2_spaq_mean": 0.09805729413273359, "iqa_v2_spaq_min": 0.09805729413273359, "iqa_v2_spaq_max": 0.09805729413273359, "iqa_v2_clive_mean": 0.26122310908153806, "iqa_v2_clive_min": 0.26122310908153806, "iqa_v2_clive_max": 0.26122310908153806, "iqa_v2_koniq10k_mean": 0.5952605045203007, "iqa_v2_koniq10k_min": 0.5952605045203007, "iqa_v2_koniq10k_max": 0.5952605045203007, "imdecont": { "jpg": 0.44619762897491455 }, "imdecont_image_match": { "jpg": 88458 }, "imdecont_max": 0.44619762897491455, "imdecont_mean": 0.44619762897491455, "imdecont_min": 0.44619762897491455, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.03125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.03125, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.03125, "clip_score_dfn_public_prev_turn_only_min": 3.26953125, "clip_score_dfn_public_prev_turn_only_mean": 3.26953125, "clip_score_dfn_public_prev_turn_only_max": 3.26953125, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.078125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.078125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.078125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.078125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.078125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.078125, "clip_score_clip_vitl14_224_next_turn_only_min": 27.046875, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.046875, "clip_score_clip_vitl14_224_next_turn_only_max": 27.046875, "clip_score_dfn_public_next_turn_only_min": 2.15625, "clip_score_dfn_public_next_turn_only_mean": 2.15625, "clip_score_dfn_public_next_turn_only_max": 2.15625, "clip_score_siglip2_b16_224_next_turn_only_min": 2.921875, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.921875, "clip_score_siglip2_b16_224_next_turn_only_max": 2.921875, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.21875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.21875, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.25, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.25, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.25, "clip_score_dfn_public_prev_and_next_turn_min": 3.6640625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.6640625, "clip_score_dfn_public_prev_and_next_turn_max": 3.6640625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.890625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.890625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.890625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.859375, "im_height": { "jpg": 3875 }, "im_height_mean": 3875.0, "im_height_min": 3875, "im_height_max": 3875, "im_width": { "jpg": 3345 }, "im_width_mean": 3345.0, "im_width_min": 3345, "im_width_max": 3345, "im_ar": { "jpg": 0.8632 }, "im_ar_mean": 0.8632, "im_ar_min": 0.8632, "im_ar_max": 0.8632, "im_kilobytes": { "jpg": 37974.24 }, "im_kilobytes_mean": 37974.24, "im_kilobytes_min": 37974.24, "im_kilobytes_max": 37974.24, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 83.9 }, "im_clarity_mean": 83.9, "im_clarity_min": 83.9, "im_clarity_max": 83.9, "im_luma": { "jpg": 243.47 }, "im_luma_mean": 243.47, "im_luma_min": 243.47, "im_luma_max": 243.47, "im_saturation": { "jpg": 17.6 }, "im_saturation_mean": 17.6, "im_saturation_min": 17.6, "im_saturation_max": 17.6, "im_entropy": { "jpg": 0.91 }, "im_entropy_mean": 0.91, "im_entropy_min": 0.91, "im_entropy_max": 0.91, "unifilter_score_qwen2_5_1_5b": 1.482421875, "unifilter_score_qwen3_0_6b": 1.6923828125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999822, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.7791799400193552e-14, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.3052418443239521e-20, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.87328040599823, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005335652735084295, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.004913497716188431, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9921022057533264, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7773427963256836, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9977486729621887, "text_quality_nvidia_edu_nemotron4_score": 2.359375, "text_quality_nvidia_edu_mixtral_score": 1.9521484375, "text_quality_dclmbaseline_fasttext_score": 0.996748149394989, "text_quality_dolma3_fasttext_score": 0.9856929183006287, "custom_fasttext_val_fasttext_score": 0.0031474828720092773, "custom_fasttext_core_fasttext_score": 7.915496826171875e-05, "custom_fasttext_val_clean_fasttext_score": 0.004173934459686279, "custom_fasttext_core_clean_fasttext_score": 0.0007756948471069336, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.9609375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0703125, "within_sample_repetition_detection": 4.0 }, "80": { "detoxify": 1, "length_chars": 1274, "length_tokens": 3791, "length_tokens_text_only": 463, "length_tokens_trainable_only": 330, "length_images": 1, "iqa_live_mean": 0.5502943944449377, "iqa_live_min": 0.5502943944449377, "iqa_live_max": 0.5502943944449377, "iqa_csiq_mean": 0.649723470211029, "iqa_csiq_min": 0.649723470211029, "iqa_csiq_max": 0.649723470211029, "iqa_tid2013_mean": 0.4065584076775445, "iqa_tid2013_min": 0.4065584076775445, "iqa_tid2013_max": 0.4065584076775445, "iqa_kadid10k_mean": 0.5631103515625, "iqa_kadid10k_min": 0.5631103515625, "iqa_kadid10k_max": 0.5631103515625, "iqa_flive_mean": 0.6548088921440973, "iqa_flive_min": 0.6548088921440973, "iqa_flive_max": 0.6548088921440973, "iqa_spaq_mean": 0.38562042544586494, "iqa_spaq_min": 0.38562042544586494, "iqa_spaq_max": 0.38562042544586494, "iqa_clive_mean": 0.4451719727179017, "iqa_clive_min": 0.4451719727179017, "iqa_clive_max": 0.4451719727179017, "iqa_koniq10k_mean": 0.6815925366950758, "iqa_koniq10k_min": 0.6815925366950758, "iqa_koniq10k_max": 0.6815925366950758, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999953 }, { "lang": "la", "score": 4.739856535396726e-15 }, { "lang": "tl", "score": 6.114438497773555e-22 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8589097857475281 }, { "lang": "ru", "score": 0.0075079002417624 }, { "lang": "fr", "score": 0.0063262395560741425 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5502746659095841, "iqa_v2_live_min": 0.5502746659095841, "iqa_v2_live_max": 0.5502746659095841, "iqa_v2_csiq_mean": 0.649723470211029, "iqa_v2_csiq_min": 0.649723470211029, "iqa_v2_csiq_max": 0.649723470211029, "iqa_v2_tid2013_mean": 0.40650415420532227, "iqa_v2_tid2013_min": 0.40650415420532227, "iqa_v2_tid2013_max": 0.40650415420532227, "iqa_v2_kadid10k_mean": 0.56317138671875, "iqa_v2_kadid10k_min": 0.56317138671875, "iqa_v2_kadid10k_max": 0.56317138671875, "iqa_v2_flive_mean": 0.6548286206794508, "iqa_v2_flive_min": 0.6548286206794508, "iqa_v2_flive_max": 0.6548286206794508, "iqa_v2_spaq_mean": 0.38577825372869323, "iqa_v2_spaq_min": 0.38577825372869323, "iqa_v2_spaq_max": 0.38577825372869323, "iqa_v2_clive_mean": 0.4452311583239623, "iqa_v2_clive_min": 0.4452311583239623, "iqa_v2_clive_max": 0.4452311583239623, "iqa_v2_koniq10k_mean": 0.6815925366950758, "iqa_v2_koniq10k_min": 0.6815925366950758, "iqa_v2_koniq10k_max": 0.6815925366950758, "imdecont": { "jpg": 0.38023078441619873 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.38023078441619873, "imdecont_mean": 0.38023078441619873, "imdecont_min": 0.38023078441619873, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.65625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.65625, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.65625, "clip_score_dfn_public_prev_turn_only_min": 2.23828125, "clip_score_dfn_public_prev_turn_only_mean": 2.23828125, "clip_score_dfn_public_prev_turn_only_max": 2.23828125, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.03125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.03125, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.03125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.5, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.5, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.5, "clip_score_clip_vitl14_224_next_turn_only_min": 28.171875, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.171875, "clip_score_clip_vitl14_224_next_turn_only_max": 28.171875, "clip_score_dfn_public_next_turn_only_min": 3.2109375, "clip_score_dfn_public_next_turn_only_mean": 3.2109375, "clip_score_dfn_public_next_turn_only_max": 3.2109375, "clip_score_siglip2_b16_224_next_turn_only_min": 1.921875, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.921875, "clip_score_siglip2_b16_224_next_turn_only_max": 1.921875, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.140625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.140625, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.140625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.65625, "clip_score_dfn_public_prev_and_next_turn_min": 2.23828125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.23828125, "clip_score_dfn_public_prev_and_next_turn_max": 2.23828125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.640625, "im_height": { "jpg": 1889 }, "im_height_mean": 1889.0, "im_height_min": 1889, "im_height_max": 1889, "im_width": { "jpg": 2324 }, "im_width_mean": 2324.0, "im_width_min": 2324, "im_width_max": 2324, "im_ar": { "jpg": 1.2303 }, "im_ar_mean": 1.2303, "im_ar_min": 1.2303, "im_ar_max": 1.2303, "im_kilobytes": { "jpg": 12861.43 }, "im_kilobytes_mean": 12861.43, "im_kilobytes_min": 12861.43, "im_kilobytes_max": 12861.43, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 175.12 }, "im_clarity_mean": 175.12, "im_clarity_min": 175.12, "im_clarity_max": 175.12, "im_luma": { "jpg": 231.94 }, "im_luma_mean": 231.94, "im_luma_min": 231.94, "im_luma_max": 231.94, "im_saturation": { "jpg": 32.79 }, "im_saturation_mean": 32.79, "im_saturation_min": 32.79, "im_saturation_max": 32.79, "im_entropy": { "jpg": 1.65 }, "im_entropy_mean": 1.65, "im_entropy_min": 1.65, "im_entropy_max": 1.65, "unifilter_score_qwen2_5_1_5b": 0.428955078125, "unifilter_score_qwen3_0_6b": 0.41357421875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999953, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.739856535396726e-15, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 6.114438497773555e-22, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8589097857475281, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0075079002417624, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.0063262395560741425, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9931227564811707, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6356682181358337, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997914433479309, "text_quality_nvidia_edu_nemotron4_score": 2.328125, "text_quality_nvidia_edu_mixtral_score": 2.599609375, "text_quality_dclmbaseline_fasttext_score": 0.9895569682121277, "text_quality_dolma3_fasttext_score": 0.9889892339706421, "custom_fasttext_val_fasttext_score": 0.0030643343925476074, "custom_fasttext_core_fasttext_score": 0.00018864870071411133, "custom_fasttext_val_clean_fasttext_score": 0.005430042743682861, "custom_fasttext_core_clean_fasttext_score": 0.0010443329811096191, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.28125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.296875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.015625, "within_sample_repetition_detection": 7.0 }, "78": { "detoxify": 1, "length_chars": 439, "length_tokens": 2016, "length_tokens_text_only": 224, "length_tokens_trainable_only": 123, "length_images": 1, "iqa_live_mean": 0.4280169323237255, "iqa_live_min": 0.4280169323237255, "iqa_live_max": 0.4280169323237255, "iqa_csiq_mean": 0.523258626461029, "iqa_csiq_min": 0.523258626461029, "iqa_csiq_max": 0.523258626461029, "iqa_tid2013_mean": 0.3450892236497667, "iqa_tid2013_min": 0.3450892236497667, "iqa_tid2013_max": 0.3450892236497667, "iqa_kadid10k_mean": 0.4656982421875, "iqa_kadid10k_min": 0.4656982421875, "iqa_kadid10k_max": 0.4656982421875, "iqa_flive_mean": 0.6543748643663195, "iqa_flive_min": 0.6543748643663195, "iqa_flive_max": 0.6543748643663195, "iqa_spaq_mean": 0.334878632516572, "iqa_spaq_min": 0.334878632516572, "iqa_spaq_max": 0.334878632516572, "iqa_clive_mean": 0.3866965939300229, "iqa_clive_min": 0.3866965939300229, "iqa_clive_max": 0.3866965939300229, "iqa_koniq10k_mean": 0.6825395063920455, "iqa_koniq10k_min": 0.6825395063920455, "iqa_koniq10k_max": 0.6825395063920455, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999997291746 }, { "lang": "la", "score": 2.7082481162643367e-10 }, { "lang": "fr", "score": 4.361815198855629e-16 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8313091993331909 }, { "lang": "es", "score": 0.008097593672573566 }, { "lang": "pt", "score": 0.006489158142358065 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4280169323237255, "iqa_v2_live_min": 0.4280169323237255, "iqa_v2_live_max": 0.4280169323237255, "iqa_v2_csiq_mean": 0.523258626461029, "iqa_v2_csiq_min": 0.523258626461029, "iqa_v2_csiq_max": 0.523258626461029, "iqa_v2_tid2013_mean": 0.3450892236497667, "iqa_v2_tid2013_min": 0.3450892236497667, "iqa_v2_tid2013_max": 0.3450892236497667, "iqa_v2_kadid10k_mean": 0.4656982421875, "iqa_v2_kadid10k_min": 0.4656982421875, "iqa_v2_kadid10k_max": 0.4656982421875, "iqa_v2_flive_mean": 0.6543748643663195, "iqa_v2_flive_min": 0.6543748643663195, "iqa_v2_flive_max": 0.6543748643663195, "iqa_v2_spaq_mean": 0.334878632516572, "iqa_v2_spaq_min": 0.334878632516572, "iqa_v2_spaq_max": 0.334878632516572, "iqa_v2_clive_mean": 0.3866965939300229, "iqa_v2_clive_min": 0.3866965939300229, "iqa_v2_clive_max": 0.3866965939300229, "iqa_v2_koniq10k_mean": 0.6825395063920455, "iqa_v2_koniq10k_min": 0.6825395063920455, "iqa_v2_koniq10k_max": 0.6825395063920455, "imdecont": { "jpg": 0.4979556202888489 }, "imdecont_image_match": { "jpg": 204629 }, "imdecont_max": 0.4979556202888489, "imdecont_mean": 0.4979556202888489, "imdecont_min": 0.4979556202888489, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.3125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.3125, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.3125, "clip_score_dfn_public_prev_turn_only_min": 2.50390625, "clip_score_dfn_public_prev_turn_only_mean": 2.50390625, "clip_score_dfn_public_prev_turn_only_max": 2.50390625, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.453125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.453125, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.453125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.625, "clip_score_clip_vitl14_224_next_turn_only_min": 29.5625, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.5625, "clip_score_clip_vitl14_224_next_turn_only_max": 29.5625, "clip_score_dfn_public_next_turn_only_min": 0.859375, "clip_score_dfn_public_next_turn_only_mean": 0.859375, "clip_score_dfn_public_next_turn_only_max": 0.859375, "clip_score_siglip2_b16_224_next_turn_only_min": 0.078125, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.078125, "clip_score_siglip2_b16_224_next_turn_only_max": 0.078125, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.109375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.109375, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.109375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.953125, "clip_score_dfn_public_prev_and_next_turn_min": 2.40625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.40625, "clip_score_dfn_public_prev_and_next_turn_max": 2.40625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.0546875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.0546875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.0546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.15625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.15625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.15625, "im_height": { "jpg": 2113 }, "im_height_mean": 2113.0, "im_height_min": 2113, "im_height_max": 2113, "im_width": { "jpg": 1438 }, "im_width_mean": 1438.0, "im_width_min": 1438, "im_width_max": 1438, "im_ar": { "jpg": 0.6805 }, "im_ar_mean": 0.6805, "im_ar_min": 0.6805, "im_ar_max": 0.6805, "im_kilobytes": { "jpg": 8901.84 }, "im_kilobytes_mean": 8901.84, "im_kilobytes_min": 8901.84, "im_kilobytes_max": 8901.84, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 111.13 }, "im_clarity_mean": 111.13, "im_clarity_min": 111.13, "im_clarity_max": 111.13, "im_luma": { "jpg": 204.15 }, "im_luma_mean": 204.15, "im_luma_min": 204.15, "im_luma_max": 204.15, "im_saturation": { "jpg": 59.57 }, "im_saturation_mean": 59.57, "im_saturation_min": 59.57, "im_saturation_max": 59.57, "im_entropy": { "jpg": 1.26 }, "im_entropy_mean": 1.26, "im_entropy_min": 1.26, "im_entropy_max": 1.26, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999997291746, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.7082481162643367e-10, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 4.361815198855629e-16, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8313091993331909, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.008097593672573566, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.006489158142358065, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9930592775344849, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.7808343172073364, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995415210723877, "text_quality_nvidia_edu_nemotron4_score": 1.9130859375, "text_quality_nvidia_edu_mixtral_score": 1.7666015625, "text_quality_dclmbaseline_fasttext_score": 0.999524712562561, "text_quality_dolma3_fasttext_score": 0.9995965361595154, "custom_fasttext_val_fasttext_score": 0.0012774467468261719, "custom_fasttext_core_fasttext_score": 8.296966552734375e-05, "custom_fasttext_val_clean_fasttext_score": 0.0034151077270507812, "custom_fasttext_core_clean_fasttext_score": 0.0003663301467895508, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.8203125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.015625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1953125, "within_sample_repetition_detection": 4.0 }, "66": { "detoxify": 1, "length_chars": 807, "length_tokens": 2944, "length_tokens_text_only": 384, "length_tokens_trainable_only": 266, "length_images": 1, "iqa_live_mean": 0.34997080793284396, "iqa_live_min": 0.34997080793284396, "iqa_live_max": 0.34997080793284396, "iqa_csiq_mean": 0.526798665523529, "iqa_csiq_min": 0.526798665523529, "iqa_csiq_max": 0.526798665523529, "iqa_tid2013_mean": 0.29810571670532227, "iqa_tid2013_min": 0.29810571670532227, "iqa_tid2013_max": 0.29810571670532227, "iqa_kadid10k_mean": 0.3292236328125, "iqa_kadid10k_min": 0.3292236328125, "iqa_kadid10k_max": 0.3292236328125, "iqa_flive_mean": 0.5927527841895518, "iqa_flive_min": 0.5927527841895518, "iqa_flive_max": 0.5927527841895518, "iqa_spaq_mean": 0.2809802739307134, "iqa_spaq_min": 0.2809802739307134, "iqa_spaq_max": 0.2809802739307134, "iqa_clive_mean": 0.31362209898052795, "iqa_clive_min": 0.31362209898052795, "iqa_clive_max": 0.31362209898052795, "iqa_koniq10k_mean": 0.5790041913889876, "iqa_koniq10k_min": 0.5790041913889876, "iqa_koniq10k_max": 0.5790041913889876, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999994936314499 }, { "lang": "la", "score": 5.063685499039514e-07 }, { "lang": "tl", "score": 1.3247464280622625e-16 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8186138272285461 }, { "lang": "pt", "score": 0.008088475093245506 }, { "lang": "es", "score": 0.007986522279679775 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.34997080793284396, "iqa_v2_live_min": 0.34997080793284396, "iqa_v2_live_max": 0.34997080793284396, "iqa_v2_csiq_mean": 0.526798665523529, "iqa_v2_csiq_min": 0.526798665523529, "iqa_v2_csiq_max": 0.526798665523529, "iqa_v2_tid2013_mean": 0.29810571670532227, "iqa_v2_tid2013_min": 0.29810571670532227, "iqa_v2_tid2013_max": 0.29810571670532227, "iqa_v2_kadid10k_mean": 0.3292236328125, "iqa_v2_kadid10k_min": 0.3292236328125, "iqa_v2_kadid10k_max": 0.3292236328125, "iqa_v2_flive_mean": 0.5927527841895518, "iqa_v2_flive_min": 0.5927527841895518, "iqa_v2_flive_max": 0.5927527841895518, "iqa_v2_spaq_mean": 0.2809802739307134, "iqa_v2_spaq_min": 0.2809802739307134, "iqa_v2_spaq_max": 0.2809802739307134, "iqa_v2_clive_mean": 0.31362209898052795, "iqa_v2_clive_min": 0.31362209898052795, "iqa_v2_clive_max": 0.31362209898052795, "iqa_v2_koniq10k_mean": 0.5790041913889876, "iqa_v2_koniq10k_min": 0.5790041913889876, "iqa_v2_koniq10k_max": 0.5790041913889876, "imdecont": { "jpg": 0.48042213916778564 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.48042213916778564, "imdecont_mean": 0.48042213916778564, "imdecont_min": 0.48042213916778564, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.734375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.734375, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.734375, "clip_score_dfn_public_prev_turn_only_min": 4.16796875, "clip_score_dfn_public_prev_turn_only_mean": 4.16796875, "clip_score_dfn_public_prev_turn_only_max": 4.16796875, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.046875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.046875, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.046875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.53125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.53125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.53125, "clip_score_clip_vitl14_224_next_turn_only_min": 29.546875, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.546875, "clip_score_clip_vitl14_224_next_turn_only_max": 29.546875, "clip_score_dfn_public_next_turn_only_min": 2.953125, "clip_score_dfn_public_next_turn_only_mean": 2.953125, "clip_score_dfn_public_next_turn_only_max": 2.953125, "clip_score_siglip2_b16_224_next_turn_only_min": 1.640625, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.640625, "clip_score_siglip2_b16_224_next_turn_only_max": 1.640625, "clip_score_longclip_vitl14_224_next_turn_only_min": 27.125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 27.125, "clip_score_longclip_vitl14_224_next_turn_only_max": 27.125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.5625, "clip_score_dfn_public_prev_and_next_turn_min": 4.66015625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.66015625, "clip_score_dfn_public_prev_and_next_turn_max": 4.66015625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.1875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.1875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.015625, "im_height": { "jpg": 1979 }, "im_height_mean": 1979.0, "im_height_min": 1979, "im_height_max": 1979, "im_width": { "jpg": 1944 }, "im_width_mean": 1944.0, "im_width_min": 1944, "im_width_max": 1944, "im_ar": { "jpg": 0.9823 }, "im_ar_mean": 0.9823, "im_ar_min": 0.9823, "im_ar_max": 0.9823, "im_kilobytes": { "jpg": 11271.02 }, "im_kilobytes_mean": 11271.02, "im_kilobytes_min": 11271.02, "im_kilobytes_max": 11271.02, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 135.85 }, "im_clarity_mean": 135.85, "im_clarity_min": 135.85, "im_clarity_max": 135.85, "im_luma": { "jpg": 239.84 }, "im_luma_mean": 239.84, "im_luma_min": 239.84, "im_luma_max": 239.84, "im_saturation": { "jpg": 28.54 }, "im_saturation_mean": 28.54, "im_saturation_min": 28.54, "im_saturation_max": 28.54, "im_entropy": { "jpg": 1.59 }, "im_entropy_mean": 1.59, "im_entropy_min": 1.59, "im_entropy_max": 1.59, "unifilter_score_qwen2_5_1_5b": 0.1376953125, "unifilter_score_qwen3_0_6b": 2.357421875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999994936314499, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 5.063685499039514e-07, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.3247464280622625e-16, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8186138272285461, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.008088475093245506, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.007986522279679775, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9940594434738159, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.43539267778396606, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995538592338562, "text_quality_nvidia_edu_nemotron4_score": 2.24609375, "text_quality_nvidia_edu_mixtral_score": 2.08203125, "text_quality_dclmbaseline_fasttext_score": 0.9997496008872986, "text_quality_dolma3_fasttext_score": 0.9695853590965271, "custom_fasttext_val_fasttext_score": 0.002637028694152832, "custom_fasttext_core_fasttext_score": 0.00017815828323364258, "custom_fasttext_val_clean_fasttext_score": 0.004450976848602295, "custom_fasttext_core_clean_fasttext_score": 0.00032830238342285156, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.203125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.296875, "within_sample_repetition_detection": 7.0 }, "70": { "detoxify": 1, "length_chars": 894, "length_tokens": 2738, "length_tokens_text_only": 434, "length_tokens_trainable_only": 336, "length_images": 1, "iqa_live_mean": 0.34649858571062175, "iqa_live_min": 0.34649858571062175, "iqa_live_max": 0.34649858571062175, "iqa_csiq_mean": 0.49817317724227905, "iqa_csiq_min": 0.49817317724227905, "iqa_csiq_max": 0.49817317724227905, "iqa_tid2013_mean": 0.30027585559421116, "iqa_tid2013_min": 0.30027585559421116, "iqa_tid2013_max": 0.30027585559421116, "iqa_kadid10k_mean": 0.2261962890625, "iqa_kadid10k_min": 0.2261962890625, "iqa_kadid10k_max": 0.2261962890625, "iqa_flive_mean": 0.6222272160077337, "iqa_flive_min": 0.6222272160077337, "iqa_flive_max": 0.6222272160077337, "iqa_spaq_mean": 0.3221734557488952, "iqa_spaq_min": 0.3221734557488952, "iqa_spaq_max": 0.3221734557488952, "iqa_clive_mean": 0.4259169222128512, "iqa_clive_min": 0.4259169222128512, "iqa_clive_max": 0.4259169222128512, "iqa_koniq10k_mean": 0.6552352134627526, "iqa_koniq10k_min": 0.6552352134627526, "iqa_koniq10k_max": 0.6552352134627526, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999998552 }, { "lang": "la", "score": 1.447293940529692e-13 }, { "lang": "tl", "score": 7.039443314186458e-22 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.84332674741745 }, { "lang": "ru", "score": 0.007236249279230833 }, { "lang": "es", "score": 0.007054570131003857 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.34649858571062175, "iqa_v2_live_min": 0.34649858571062175, "iqa_v2_live_max": 0.34649858571062175, "iqa_v2_csiq_mean": 0.49817317724227905, "iqa_v2_csiq_min": 0.49817317724227905, "iqa_v2_csiq_max": 0.49817317724227905, "iqa_v2_tid2013_mean": 0.30027585559421116, "iqa_v2_tid2013_min": 0.30027585559421116, "iqa_v2_tid2013_max": 0.30027585559421116, "iqa_v2_kadid10k_mean": 0.2261962890625, "iqa_v2_kadid10k_min": 0.2261962890625, "iqa_v2_kadid10k_max": 0.2261962890625, "iqa_v2_flive_mean": 0.6222272160077337, "iqa_v2_flive_min": 0.6222272160077337, "iqa_v2_flive_max": 0.6222272160077337, "iqa_v2_spaq_mean": 0.3221734557488952, "iqa_v2_spaq_min": 0.3221734557488952, "iqa_v2_spaq_max": 0.3221734557488952, "iqa_v2_clive_mean": 0.4259169222128512, "iqa_v2_clive_min": 0.4259169222128512, "iqa_v2_clive_max": 0.4259169222128512, "iqa_v2_koniq10k_mean": 0.6552352134627526, "iqa_v2_koniq10k_min": 0.6552352134627526, "iqa_v2_koniq10k_max": 0.6552352134627526, "imdecont": { "jpg": 0.5166417360305786 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5166417360305786, "imdecont_mean": 0.5166417360305786, "imdecont_min": 0.5166417360305786, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.6875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.6875, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.6875, "clip_score_dfn_public_prev_turn_only_min": 1.9931640625, "clip_score_dfn_public_prev_turn_only_mean": 1.9931640625, "clip_score_dfn_public_prev_turn_only_max": 1.9931640625, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.09375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.09375, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.09375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.171875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.171875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.171875, "clip_score_clip_vitl14_224_next_turn_only_min": 27.53125, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.53125, "clip_score_clip_vitl14_224_next_turn_only_max": 27.53125, "clip_score_dfn_public_next_turn_only_min": 3.548828125, "clip_score_dfn_public_next_turn_only_mean": 3.548828125, "clip_score_dfn_public_next_turn_only_max": 3.548828125, "clip_score_siglip2_b16_224_next_turn_only_min": -0.3125, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.3125, "clip_score_siglip2_b16_224_next_turn_only_max": -0.3125, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.03125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.03125, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.828125, "clip_score_dfn_public_prev_and_next_turn_min": 2.271484375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.271484375, "clip_score_dfn_public_prev_and_next_turn_max": 2.271484375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.578125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.578125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.703125, "im_height": { "jpg": 1425 }, "im_height_mean": 1425.0, "im_height_min": 1425, "im_height_max": 1425, "im_width": { "jpg": 2999 }, "im_width_mean": 2999.0, "im_width_min": 2999, "im_width_max": 2999, "im_ar": { "jpg": 2.1046 }, "im_ar_mean": 2.1046, "im_ar_min": 2.1046, "im_ar_max": 2.1046, "im_kilobytes": { "jpg": 12520.24 }, "im_kilobytes_mean": 12520.24, "im_kilobytes_min": 12520.24, "im_kilobytes_max": 12520.24, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 211.9 }, "im_clarity_mean": 211.9, "im_clarity_min": 211.9, "im_clarity_max": 211.9, "im_luma": { "jpg": 210.93 }, "im_luma_mean": 210.93, "im_luma_min": 210.93, "im_luma_max": 210.93, "im_saturation": { "jpg": 99.86 }, "im_saturation_mean": 99.86, "im_saturation_min": 99.86, "im_saturation_max": 99.86, "im_entropy": { "jpg": 1.85 }, "im_entropy_mean": 1.85, "im_entropy_min": 1.85, "im_entropy_max": 1.85, "unifilter_score_qwen2_5_1_5b": -0.01361083984375, "unifilter_score_qwen3_0_6b": 0.40185546875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999998552, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.447293940529692e-13, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 7.039443314186458e-22, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.84332674741745, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007236249279230833, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.007054570131003857, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.992678165435791, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.47739046812057495, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997650980949402, "text_quality_nvidia_edu_nemotron4_score": 1.9833984375, "text_quality_nvidia_edu_mixtral_score": 1.837890625, "text_quality_dclmbaseline_fasttext_score": 0.9999939203262329, "text_quality_dolma3_fasttext_score": 0.9998793601989746, "custom_fasttext_val_fasttext_score": 0.005829930305480957, "custom_fasttext_core_fasttext_score": 0.00024300813674926758, "custom_fasttext_val_clean_fasttext_score": 0.010580301284790039, "custom_fasttext_core_clean_fasttext_score": 0.0050765275955200195, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.015625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.078125, "within_sample_repetition_detection": 4.0 }, "71": { "detoxify": 1, "length_chars": 383, "length_tokens": 2462, "length_tokens_text_only": 158, "length_tokens_trainable_only": 91, "length_images": 1, "iqa_live_mean": 0.5531550320712002, "iqa_live_min": 0.5531550320712002, "iqa_live_max": 0.5531550320712002, "iqa_csiq_mean": 0.674992024898529, "iqa_csiq_min": 0.674992024898529, "iqa_csiq_max": 0.674992024898529, "iqa_tid2013_mean": 0.37720727920532227, "iqa_tid2013_min": 0.37720727920532227, "iqa_tid2013_max": 0.37720727920532227, "iqa_kadid10k_mean": 0.4921875, "iqa_kadid10k_min": 0.4921875, "iqa_kadid10k_max": 0.4921875, "iqa_flive_mean": 0.7167663574218751, "iqa_flive_min": 0.7167663574218751, "iqa_flive_max": 0.7167663574218751, "iqa_spaq_mean": 0.44926468049637, "iqa_spaq_min": 0.44926468049637, "iqa_spaq_max": 0.44926468049637, "iqa_clive_mean": 0.4474604828189118, "iqa_clive_min": 0.4474604828189118, "iqa_clive_max": 0.4474604828189118, "iqa_koniq10k_mean": 0.6598122336647728, "iqa_koniq10k_min": 0.6598122336647728, "iqa_koniq10k_max": 0.6598122336647728, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999992 }, { "lang": "la", "score": 7.252374635098617e-16 }, { "lang": "de", "score": 3.803934609048084e-18 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8849524855613708 }, { "lang": "ru", "score": 0.005297577008605003 }, { "lang": "vi", "score": 0.003882443765178323 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5531550320712002, "iqa_v2_live_min": 0.5531550320712002, "iqa_v2_live_max": 0.5531550320712002, "iqa_v2_csiq_mean": 0.674992024898529, "iqa_v2_csiq_min": 0.674992024898529, "iqa_v2_csiq_max": 0.674992024898529, "iqa_v2_tid2013_mean": 0.37720727920532227, "iqa_v2_tid2013_min": 0.37720727920532227, "iqa_v2_tid2013_max": 0.37720727920532227, "iqa_v2_kadid10k_mean": 0.4921875, "iqa_v2_kadid10k_min": 0.4921875, "iqa_v2_kadid10k_max": 0.4921875, "iqa_v2_flive_mean": 0.7167663574218751, "iqa_v2_flive_min": 0.7167663574218751, "iqa_v2_flive_max": 0.7167663574218751, "iqa_v2_spaq_mean": 0.44926468049637, "iqa_v2_spaq_min": 0.44926468049637, "iqa_v2_spaq_max": 0.44926468049637, "iqa_v2_clive_mean": 0.4474604828189118, "iqa_v2_clive_min": 0.4474604828189118, "iqa_v2_clive_max": 0.4474604828189118, "iqa_v2_koniq10k_mean": 0.6598122336647728, "iqa_v2_koniq10k_min": 0.6598122336647728, "iqa_v2_koniq10k_max": 0.6598122336647728, "imdecont": { "jpg": 0.5065065622329712 }, "imdecont_image_match": { "jpg": 202880 }, "imdecont_max": 0.5065065622329712, "imdecont_mean": 0.5065065622329712, "imdecont_min": 0.5065065622329712, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.296875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.296875, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.296875, "clip_score_dfn_public_prev_turn_only_min": 2.19140625, "clip_score_dfn_public_prev_turn_only_mean": 2.19140625, "clip_score_dfn_public_prev_turn_only_max": 2.19140625, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.21875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.21875, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.21875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.359375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.359375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.359375, "clip_score_clip_vitl14_224_next_turn_only_min": 33.75, "clip_score_clip_vitl14_224_next_turn_only_mean": 33.75, "clip_score_clip_vitl14_224_next_turn_only_max": 33.75, "clip_score_dfn_public_next_turn_only_min": 5.03515625, "clip_score_dfn_public_next_turn_only_mean": 5.03515625, "clip_score_dfn_public_next_turn_only_max": 5.03515625, "clip_score_siglip2_b16_224_next_turn_only_min": 5.546875, "clip_score_siglip2_b16_224_next_turn_only_mean": 5.546875, "clip_score_siglip2_b16_224_next_turn_only_max": 5.546875, "clip_score_longclip_vitl14_224_next_turn_only_min": 29.046875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 29.046875, "clip_score_longclip_vitl14_224_next_turn_only_max": 29.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.171875, "clip_score_dfn_public_prev_and_next_turn_min": 4.6796875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.6796875, "clip_score_dfn_public_prev_and_next_turn_max": 4.6796875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.953125, "im_height": { "jpg": 1904 }, "im_height_mean": 1904.0, "im_height_min": 1904, "im_height_max": 1904, "im_width": { "jpg": 935 }, "im_width_mean": 935.0, "im_width_min": 935, "im_width_max": 935, "im_ar": { "jpg": 0.4911 }, "im_ar_mean": 0.4911, "im_ar_min": 0.4911, "im_ar_max": 0.4911, "im_kilobytes": { "jpg": 5215.55 }, "im_kilobytes_mean": 5215.55, "im_kilobytes_min": 5215.55, "im_kilobytes_max": 5215.55, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 153.81 }, "im_clarity_mean": 153.81, "im_clarity_min": 153.81, "im_clarity_max": 153.81, "im_luma": { "jpg": 196.29 }, "im_luma_mean": 196.29, "im_luma_min": 196.29, "im_luma_max": 196.29, "im_saturation": { "jpg": 65.54 }, "im_saturation_mean": 65.54, "im_saturation_min": 65.54, "im_saturation_max": 65.54, "im_entropy": { "jpg": 1.44 }, "im_entropy_mean": 1.44, "im_entropy_min": 1.44, "im_entropy_max": 1.44, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999992, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 7.252374635098617e-16, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 3.803934609048084e-18, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8849524855613708, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005297577008605003, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.003882443765178323, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.979500949382782, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5452725887298584, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9986565113067627, "text_quality_nvidia_edu_nemotron4_score": 2.333984375, "text_quality_nvidia_edu_mixtral_score": 2.025390625, "text_quality_dclmbaseline_fasttext_score": 0.9787963628768921, "text_quality_dolma3_fasttext_score": 0.9888527393341064, "custom_fasttext_val_fasttext_score": 0.000629723072052002, "custom_fasttext_core_fasttext_score": 9.5367431640625e-06, "custom_fasttext_val_clean_fasttext_score": 0.0008133053779602051, "custom_fasttext_core_clean_fasttext_score": 0.0003088712692260742, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.078125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 7.0 }, "77": { "detoxify": 1, "length_chars": 1532, "length_tokens": 2919, "length_tokens_text_only": 615, "length_tokens_trainable_only": 467, "length_images": 1, "iqa_live_mean": 0.46494875050554363, "iqa_live_min": 0.46494875050554363, "iqa_live_max": 0.46494875050554363, "iqa_csiq_mean": 0.626408040523529, "iqa_csiq_min": 0.626408040523529, "iqa_csiq_max": 0.626408040523529, "iqa_tid2013_mean": 0.33890432781643337, "iqa_tid2013_min": 0.33890432781643337, "iqa_tid2013_max": 0.33890432781643337, "iqa_kadid10k_mean": 0.3062744140625, "iqa_kadid10k_min": 0.3062744140625, "iqa_kadid10k_max": 0.3062744140625, "iqa_flive_mean": 0.650088840060764, "iqa_flive_min": 0.650088840060764, "iqa_flive_max": 0.650088840060764, "iqa_spaq_mean": 0.5551280012034407, "iqa_spaq_min": 0.5551280012034407, "iqa_spaq_max": 0.5551280012034407, "iqa_clive_mean": 0.45495732625325525, "iqa_clive_min": 0.45495732625325525, "iqa_clive_max": 0.45495732625325525, "iqa_koniq10k_mean": 0.5873690903788866, "iqa_koniq10k_min": 0.5873690903788866, "iqa_koniq10k_max": 0.5873690903788866, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 4.403464703982119e-29 }, { "lang": "eo", "score": 2.3909226150445545e-33 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8452839851379395 }, { "lang": "ru", "score": 0.007597755640745163 }, { "lang": "ja", "score": 0.006028215400874615 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.46494875050554363, "iqa_v2_live_min": 0.46494875050554363, "iqa_v2_live_max": 0.46494875050554363, "iqa_v2_csiq_mean": 0.626408040523529, "iqa_v2_csiq_min": 0.626408040523529, "iqa_v2_csiq_max": 0.626408040523529, "iqa_v2_tid2013_mean": 0.33890432781643337, "iqa_v2_tid2013_min": 0.33890432781643337, "iqa_v2_tid2013_max": 0.33890432781643337, "iqa_v2_kadid10k_mean": 0.3062744140625, "iqa_v2_kadid10k_min": 0.3062744140625, "iqa_v2_kadid10k_max": 0.3062744140625, "iqa_v2_flive_mean": 0.6500789757930872, "iqa_v2_flive_min": 0.6500789757930872, "iqa_v2_flive_max": 0.6500789757930872, "iqa_v2_spaq_mean": 0.5549701729206125, "iqa_v2_spaq_min": 0.5549701729206125, "iqa_v2_spaq_max": 0.5549701729206125, "iqa_v2_clive_mean": 0.45485868357648757, "iqa_v2_clive_min": 0.45485868357648757, "iqa_v2_clive_max": 0.45485868357648757, "iqa_v2_koniq10k_mean": 0.5872112620960583, "iqa_v2_koniq10k_min": 0.5872112620960583, "iqa_v2_koniq10k_max": 0.5872112620960583, "imdecont": { "jpg": 0.5724018812179565 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5724018812179565, "imdecont_mean": 0.5724018812179565, "imdecont_min": 0.5724018812179565, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.59375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.59375, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.59375, "clip_score_dfn_public_prev_turn_only_min": 3.986328125, "clip_score_dfn_public_prev_turn_only_mean": 3.986328125, "clip_score_dfn_public_prev_turn_only_max": 3.986328125, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.109375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.109375, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.109375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.75, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.75, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.75, "clip_score_clip_vitl14_224_next_turn_only_min": 29.65625, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.65625, "clip_score_clip_vitl14_224_next_turn_only_max": 29.65625, "clip_score_dfn_public_next_turn_only_min": 2.111328125, "clip_score_dfn_public_next_turn_only_mean": 2.111328125, "clip_score_dfn_public_next_turn_only_max": 2.111328125, "clip_score_siglip2_b16_224_next_turn_only_min": 1.828125, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.828125, "clip_score_siglip2_b16_224_next_turn_only_max": 1.828125, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.421875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.421875, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.59375, "clip_score_dfn_public_prev_and_next_turn_min": 3.986328125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.986328125, "clip_score_dfn_public_prev_and_next_turn_max": 3.986328125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.46875, "im_height": { "jpg": 1977 }, "im_height_mean": 1977.0, "im_height_min": 1977, "im_height_max": 1977, "im_width": { "jpg": 901 }, "im_width_mean": 901.0, "im_width_min": 901, "im_width_max": 901, "im_ar": { "jpg": 0.4557 }, "im_ar_mean": 0.4557, "im_ar_min": 0.4557, "im_ar_max": 0.4557, "im_kilobytes": { "jpg": 5218.58 }, "im_kilobytes_mean": 5218.58, "im_kilobytes_min": 5218.58, "im_kilobytes_max": 5218.58, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 397.73 }, "im_clarity_mean": 397.73, "im_clarity_min": 397.73, "im_clarity_max": 397.73, "im_luma": { "jpg": 198.82 }, "im_luma_mean": 198.82, "im_luma_min": 198.82, "im_luma_max": 198.82, "im_saturation": { "jpg": 88.85 }, "im_saturation_mean": 88.85, "im_saturation_min": 88.85, "im_saturation_max": 88.85, "im_entropy": { "jpg": 2.61 }, "im_entropy_mean": 2.61, "im_entropy_min": 2.61, "im_entropy_max": 2.61, "unifilter_score_qwen2_5_1_5b": -3.369140625, "unifilter_score_qwen3_0_6b": -0.373291015625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.403464703982119e-29, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 2.3909226150445545e-33, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8452839851379395, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007597755640745163, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.006028215400874615, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9863320589065552, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8475478291511536, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995155334472656, "text_quality_nvidia_edu_nemotron4_score": 2.208984375, "text_quality_nvidia_edu_mixtral_score": 2.357421875, "text_quality_dclmbaseline_fasttext_score": 0.9997584223747253, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.00048339366912841797, "custom_fasttext_core_fasttext_score": 1.5735626220703125e-05, "custom_fasttext_val_clean_fasttext_score": 0.006356596946716309, "custom_fasttext_core_clean_fasttext_score": 0.002048194408416748, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.84375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.8984375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0546875, "within_sample_repetition_detection": 6.0 }, "67": { "detoxify": 1, "length_chars": 1234, "length_tokens": 2829, "length_tokens_text_only": 525, "length_tokens_trainable_only": 407, "length_images": 1, "iqa_live_mean": 0.5150493660358467, "iqa_live_min": 0.5150493660358467, "iqa_live_max": 0.5150493660358467, "iqa_csiq_mean": 0.648502767086029, "iqa_csiq_min": 0.648502767086029, "iqa_csiq_max": 0.648502767086029, "iqa_tid2013_mean": 0.4617613156636556, "iqa_tid2013_min": 0.4617613156636556, "iqa_tid2013_max": 0.4617613156636556, "iqa_kadid10k_mean": 0.4814453125, "iqa_kadid10k_min": 0.4814453125, "iqa_kadid10k_max": 0.4814453125, "iqa_flive_mean": 0.6749813195430872, "iqa_flive_min": 0.6749813195430872, "iqa_flive_max": 0.6749813195430872, "iqa_spaq_mean": 0.5096339986781881, "iqa_spaq_min": 0.5096339986781881, "iqa_spaq_max": 0.5096339986781881, "iqa_clive_mean": 0.4583900914047704, "iqa_clive_min": 0.4583900914047704, "iqa_clive_max": 0.4583900914047704, "iqa_koniq10k_mean": 0.5873690903788866, "iqa_koniq10k_min": 0.5873690903788866, "iqa_koniq10k_max": 0.5873690903788866, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 2.2901391324944696e-23 }, { "lang": "tl", "score": 6.8882696563935084e-31 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8471014499664307 }, { "lang": "ru", "score": 0.008724654093384743 }, { "lang": "ko", "score": 0.006732981652021408 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5150493660358467, "iqa_v2_live_min": 0.5150493660358467, "iqa_v2_live_max": 0.5150493660358467, "iqa_v2_csiq_mean": 0.648502767086029, "iqa_v2_csiq_min": 0.648502767086029, "iqa_v2_csiq_max": 0.648502767086029, "iqa_v2_tid2013_mean": 0.4617613156636556, "iqa_v2_tid2013_min": 0.4617613156636556, "iqa_v2_tid2013_max": 0.4617613156636556, "iqa_v2_kadid10k_mean": 0.4814453125, "iqa_v2_kadid10k_min": 0.4814453125, "iqa_v2_kadid10k_max": 0.4814453125, "iqa_v2_flive_mean": 0.6749813195430872, "iqa_v2_flive_min": 0.6749813195430872, "iqa_v2_flive_max": 0.6749813195430872, "iqa_v2_spaq_mean": 0.5096339986781881, "iqa_v2_spaq_min": 0.5096339986781881, "iqa_v2_spaq_max": 0.5096339986781881, "iqa_v2_clive_mean": 0.4583900914047704, "iqa_v2_clive_min": 0.4583900914047704, "iqa_v2_clive_max": 0.4583900914047704, "iqa_v2_koniq10k_mean": 0.5873690903788866, "iqa_v2_koniq10k_min": 0.5873690903788866, "iqa_v2_koniq10k_max": 0.5873690903788866, "imdecont": { "jpg": 0.4534280300140381 }, "imdecont_image_match": { "jpg": 204613 }, "imdecont_max": 0.4534280300140381, "imdecont_mean": 0.4534280300140381, "imdecont_min": 0.4534280300140381, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.3125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.3125, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.3125, "clip_score_dfn_public_prev_turn_only_min": 3.875, "clip_score_dfn_public_prev_turn_only_mean": 3.875, "clip_score_dfn_public_prev_turn_only_max": 3.875, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.03125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.03125, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.03125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.328125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.328125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.328125, "clip_score_clip_vitl14_224_next_turn_only_min": 25.5625, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.5625, "clip_score_clip_vitl14_224_next_turn_only_max": 25.5625, "clip_score_dfn_public_next_turn_only_min": 2.43359375, "clip_score_dfn_public_next_turn_only_mean": 2.43359375, "clip_score_dfn_public_next_turn_only_max": 2.43359375, "clip_score_siglip2_b16_224_next_turn_only_min": -0.078125, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.078125, "clip_score_siglip2_b16_224_next_turn_only_max": -0.078125, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.328125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.328125, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.328125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.296875, "clip_score_dfn_public_prev_and_next_turn_min": 3.876953125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.876953125, "clip_score_dfn_public_prev_and_next_turn_max": 3.876953125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.734375, "im_height": { "jpg": 1254 }, "im_height_mean": 1254.0, "im_height_min": 1254, "im_height_max": 1254, "im_width": { "jpg": 2536 }, "im_width_mean": 2536.0, "im_width_min": 2536, "im_width_max": 2536, "im_ar": { "jpg": 2.0223 }, "im_ar_mean": 2.0223, "im_ar_min": 2.0223, "im_ar_max": 2.0223, "im_kilobytes": { "jpg": 9316.83 }, "im_kilobytes_mean": 9316.83, "im_kilobytes_min": 9316.83, "im_kilobytes_max": 9316.83, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 209.46 }, "im_clarity_mean": 209.46, "im_clarity_min": 209.46, "im_clarity_max": 209.46, "im_luma": { "jpg": 192.04 }, "im_luma_mean": 192.04, "im_luma_min": 192.04, "im_luma_max": 192.04, "im_saturation": { "jpg": 65.83 }, "im_saturation_mean": 65.83, "im_saturation_min": 65.83, "im_saturation_max": 65.83, "im_entropy": { "jpg": 2.21 }, "im_entropy_mean": 2.21, "im_entropy_min": 2.21, "im_entropy_max": 2.21, "unifilter_score_qwen2_5_1_5b": 0.837890625, "unifilter_score_qwen3_0_6b": 0.486572265625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.2901391324944696e-23, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 6.8882696563935084e-31, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8471014499664307, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.008724654093384743, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.006732981652021408, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9914488196372986, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7496230602264404, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995927214622498, "text_quality_nvidia_edu_nemotron4_score": 2.021484375, "text_quality_nvidia_edu_mixtral_score": 2.2734375, "text_quality_dclmbaseline_fasttext_score": 0.9999117851257324, "text_quality_dolma3_fasttext_score": 0.9999982118606567, "custom_fasttext_val_fasttext_score": 0.001639723777770996, "custom_fasttext_core_fasttext_score": 0.00019496679306030273, "custom_fasttext_val_clean_fasttext_score": 0.002748847007751465, "custom_fasttext_core_clean_fasttext_score": 0.0001271963119506836, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.8984375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.87890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.01953125, "within_sample_repetition_detection": 6.0 }, "85": { "detoxify": 1, "length_chars": 907, "length_tokens": 3720, "length_tokens_text_only": 392, "length_tokens_trainable_only": 237, "length_images": 1, "iqa_live_mean": 0.2898382321752683, "iqa_live_min": 0.2898382321752683, "iqa_live_max": 0.2898382321752683, "iqa_csiq_mean": 0.44775813817977905, "iqa_csiq_min": 0.44775813817977905, "iqa_csiq_max": 0.44775813817977905, "iqa_tid2013_mean": 0.26609616809421116, "iqa_tid2013_min": 0.26609616809421116, "iqa_tid2013_max": 0.26609616809421116, "iqa_kadid10k_mean": 0.3128662109375, "iqa_kadid10k_min": 0.3128662109375, "iqa_kadid10k_max": 0.3128662109375, "iqa_flive_mean": 0.6018279104521781, "iqa_flive_min": 0.6018279104521781, "iqa_flive_max": 0.6018279104521781, "iqa_spaq_mean": 0.258410829486269, "iqa_spaq_min": 0.258410829486269, "iqa_spaq_max": 0.258410829486269, "iqa_clive_mean": 0.288527402010831, "iqa_clive_min": 0.288527402010831, "iqa_clive_max": 0.288527402010831, "iqa_koniq10k_mean": 0.6320344944192906, "iqa_koniq10k_min": 0.6320344944192906, "iqa_koniq10k_max": 0.6320344944192906, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 1.5410639495251535e-19 }, { "lang": "tl", "score": 2.6623100571613565e-24 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8233597278594971 }, { "lang": "es", "score": 0.007467988878488541 }, { "lang": "fa", "score": 0.0068802013993263245 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.2898382321752683, "iqa_v2_live_min": 0.2898382321752683, "iqa_v2_live_max": 0.2898382321752683, "iqa_v2_csiq_mean": 0.44777339696884155, "iqa_v2_csiq_min": 0.44777339696884155, "iqa_v2_csiq_max": 0.44777339696884155, "iqa_v2_tid2013_mean": 0.26609616809421116, "iqa_v2_tid2013_min": 0.26609616809421116, "iqa_v2_tid2013_max": 0.26609616809421116, "iqa_v2_kadid10k_mean": 0.3128662109375, "iqa_v2_kadid10k_min": 0.3128662109375, "iqa_v2_kadid10k_max": 0.3128662109375, "iqa_v2_flive_mean": 0.6018673675228852, "iqa_v2_flive_min": 0.6018673675228852, "iqa_v2_flive_max": 0.6018673675228852, "iqa_v2_spaq_mean": 0.258410829486269, "iqa_v2_spaq_min": 0.258410829486269, "iqa_v2_spaq_max": 0.258410829486269, "iqa_v2_clive_mean": 0.288527402010831, "iqa_v2_clive_min": 0.288527402010831, "iqa_v2_clive_max": 0.288527402010831, "iqa_v2_koniq10k_mean": 0.6320344944192906, "iqa_v2_koniq10k_min": 0.6320344944192906, "iqa_v2_koniq10k_max": 0.6320344944192906, "imdecont": { "jpg": 0.4910013675689697 }, "imdecont_image_match": { "jpg": 204629 }, "imdecont_max": 0.4910013675689697, "imdecont_mean": 0.4910013675689697, "imdecont_min": 0.4910013675689697, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.5625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.5625, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.5625, "clip_score_dfn_public_prev_turn_only_min": 1.9306640625, "clip_score_dfn_public_prev_turn_only_mean": 1.9306640625, "clip_score_dfn_public_prev_turn_only_max": 1.9306640625, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.8515625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.8515625, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.8515625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.546875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.546875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.546875, "clip_score_clip_vitl14_224_next_turn_only_min": 23.6875, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.6875, "clip_score_clip_vitl14_224_next_turn_only_max": 23.6875, "clip_score_dfn_public_next_turn_only_min": 3.763671875, "clip_score_dfn_public_next_turn_only_mean": 3.763671875, "clip_score_dfn_public_next_turn_only_max": 3.763671875, "clip_score_siglip2_b16_224_next_turn_only_min": -2.921875, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.921875, "clip_score_siglip2_b16_224_next_turn_only_max": -2.921875, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.0625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.0625, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.5625, "clip_score_dfn_public_prev_and_next_turn_min": 1.9306640625, "clip_score_dfn_public_prev_and_next_turn_mean": 1.9306640625, "clip_score_dfn_public_prev_and_next_turn_max": 1.9306640625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.8515625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.8515625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.8515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.859375, "im_height": { "jpg": 2325 }, "im_height_mean": 2325.0, "im_height_min": 2325, "im_height_max": 2325, "im_width": { "jpg": 1844 }, "im_width_mean": 1844.0, "im_width_min": 1844, "im_width_max": 1844, "im_ar": { "jpg": 0.7931 }, "im_ar_mean": 0.7931, "im_ar_min": 0.7931, "im_ar_max": 0.7931, "im_kilobytes": { "jpg": 12560.45 }, "im_kilobytes_mean": 12560.45, "im_kilobytes_min": 12560.45, "im_kilobytes_max": 12560.45, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 121.31 }, "im_clarity_mean": 121.31, "im_clarity_min": 121.31, "im_clarity_max": 121.31, "im_luma": { "jpg": 237.86 }, "im_luma_mean": 237.86, "im_luma_min": 237.86, "im_luma_max": 237.86, "im_saturation": { "jpg": 38.91 }, "im_saturation_mean": 38.91, "im_saturation_min": 38.91, "im_saturation_max": 38.91, "im_entropy": { "jpg": 1.24 }, "im_entropy_mean": 1.24, "im_entropy_min": 1.24, "im_entropy_max": 1.24, "unifilter_score_qwen2_5_1_5b": 0.427734375, "unifilter_score_qwen3_0_6b": -0.67431640625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.5410639495251535e-19, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 2.6623100571613565e-24, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8233597278594971, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.007467988878488541, "language_detection_annotation_nllb_2_lan": "fa", "language_detection_annotation_nllb_2_score": 0.0068802013993263245, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9947662353515625, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.44278162717819214, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9998600482940674, "text_quality_nvidia_edu_nemotron4_score": 2.126953125, "text_quality_nvidia_edu_mixtral_score": 2.1015625, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.010396242141723633, "custom_fasttext_core_fasttext_score": 0.00034737586975097656, "custom_fasttext_val_clean_fasttext_score": 0.010476648807525635, "custom_fasttext_core_clean_fasttext_score": 0.0032961368560791016, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.5078125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.7578125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.25, "within_sample_repetition_detection": 6.0 }, "81": { "detoxify": 1, "length_chars": 587, "length_tokens": 3617, "length_tokens_text_only": 289, "length_tokens_trainable_only": 198, "length_images": 1, "iqa_live_mean": 0.38990140202069523, "iqa_live_min": 0.38990140202069523, "iqa_live_max": 0.38990140202069523, "iqa_csiq_mean": 0.513431966304779, "iqa_csiq_min": 0.513431966304779, "iqa_csiq_max": 0.513431966304779, "iqa_tid2013_mean": 0.2718470361497667, "iqa_tid2013_min": 0.2718470361497667, "iqa_tid2013_max": 0.2718470361497667, "iqa_kadid10k_mean": 0.3165283203125, "iqa_kadid10k_min": 0.3165283203125, "iqa_kadid10k_max": 0.3165283203125, "iqa_flive_mean": 0.6283529262350064, "iqa_flive_min": 0.6283529262350064, "iqa_flive_max": 0.6283529262350064, "iqa_spaq_mean": 0.3122302739307134, "iqa_spaq_min": 0.3122302739307134, "iqa_spaq_max": 0.3122302739307134, "iqa_clive_mean": 0.4002303691825482, "iqa_clive_min": 0.4002303691825482, "iqa_clive_max": 0.4002303691825482, "iqa_koniq10k_mean": 0.6274574742172704, "iqa_koniq10k_min": 0.6274574742172704, "iqa_koniq10k_max": 0.6274574742172704, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9857871896982819 }, { "lang": "la", "score": 0.014212810300124907 }, { "lang": "tl", "score": 1.5405304580264768e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.78144770860672 }, { "lang": "es", "score": 0.011774510145187378 }, { "lang": "ru", "score": 0.011110893450677395 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.38990140202069523, "iqa_v2_live_min": 0.38990140202069523, "iqa_v2_live_max": 0.38990140202069523, "iqa_v2_csiq_mean": 0.513431966304779, "iqa_v2_csiq_min": 0.513431966304779, "iqa_v2_csiq_max": 0.513431966304779, "iqa_v2_tid2013_mean": 0.2718470361497667, "iqa_v2_tid2013_min": 0.2718470361497667, "iqa_v2_tid2013_max": 0.2718470361497667, "iqa_v2_kadid10k_mean": 0.3165283203125, "iqa_v2_kadid10k_min": 0.3165283203125, "iqa_v2_kadid10k_max": 0.3165283203125, "iqa_v2_flive_mean": 0.6283529262350064, "iqa_v2_flive_min": 0.6283529262350064, "iqa_v2_flive_max": 0.6283529262350064, "iqa_v2_spaq_mean": 0.3122302739307134, "iqa_v2_spaq_min": 0.3122302739307134, "iqa_v2_spaq_max": 0.3122302739307134, "iqa_v2_clive_mean": 0.4002303691825482, "iqa_v2_clive_min": 0.4002303691825482, "iqa_v2_clive_max": 0.4002303691825482, "iqa_v2_koniq10k_mean": 0.6274574742172704, "iqa_v2_koniq10k_min": 0.6274574742172704, "iqa_v2_koniq10k_max": 0.6274574742172704, "imdecont": { "jpg": 0.5846061706542969 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5846061706542969, "imdecont_mean": 0.5846061706542969, "imdecont_min": 0.5846061706542969, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.3125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.3125, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.3125, "clip_score_dfn_public_prev_turn_only_min": 1.376953125, "clip_score_dfn_public_prev_turn_only_mean": 1.376953125, "clip_score_dfn_public_prev_turn_only_max": 1.376953125, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.28125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.28125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.28125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.875, "clip_score_clip_vitl14_224_next_turn_only_min": 24.359375, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.359375, "clip_score_clip_vitl14_224_next_turn_only_max": 24.359375, "clip_score_dfn_public_next_turn_only_min": 1.5380859375, "clip_score_dfn_public_next_turn_only_mean": 1.5380859375, "clip_score_dfn_public_next_turn_only_max": 1.5380859375, "clip_score_siglip2_b16_224_next_turn_only_min": 0.828125, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.828125, "clip_score_siglip2_b16_224_next_turn_only_max": 0.828125, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.65625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.65625, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.765625, "clip_score_dfn_public_prev_and_next_turn_min": 2.333984375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.333984375, "clip_score_dfn_public_prev_and_next_turn_max": 2.333984375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.515625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.515625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.5625, "im_height": { "jpg": 2204 }, "im_height_mean": 2204.0, "im_height_min": 2204, "im_height_max": 2204, "im_width": { "jpg": 1583 }, "im_width_mean": 1583.0, "im_width_min": 1583, "im_width_max": 1583, "im_ar": { "jpg": 0.7182 }, "im_ar_mean": 0.7182, "im_ar_min": 0.7182, "im_ar_max": 0.7182, "im_kilobytes": { "jpg": 10221.48 }, "im_kilobytes_mean": 10221.48, "im_kilobytes_min": 10221.48, "im_kilobytes_max": 10221.48, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 190.34 }, "im_clarity_mean": 190.34, "im_clarity_min": 190.34, "im_clarity_max": 190.34, "im_luma": { "jpg": 197.07 }, "im_luma_mean": 197.07, "im_luma_min": 197.07, "im_luma_max": 197.07, "im_saturation": { "jpg": 92.01 }, "im_saturation_mean": 92.01, "im_saturation_min": 92.01, "im_saturation_max": 92.01, "im_entropy": { "jpg": 1.87 }, "im_entropy_mean": 1.87, "im_entropy_min": 1.87, "im_entropy_max": 1.87, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9857871896982819, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 0.014212810300124907, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.5405304580264768e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.78144770860672, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.011774510145187378, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.011110893450677395, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9941803216934204, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.3928956091403961, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996799230575562, "text_quality_nvidia_edu_nemotron4_score": 1.69140625, "text_quality_nvidia_edu_mixtral_score": 1.806640625, "text_quality_dclmbaseline_fasttext_score": 0.9999611377716064, "text_quality_dolma3_fasttext_score": 0.9909313321113586, "custom_fasttext_val_fasttext_score": 0.0004596710205078125, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0028960704803466797, "custom_fasttext_core_clean_fasttext_score": 6.175041198730469e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.328125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.4765625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1484375, "within_sample_repetition_detection": 7.0 }, "90": { "detoxify": 1, "length_chars": 399, "length_tokens": 3537, "length_tokens_text_only": 209, "length_tokens_trainable_only": 119, "length_images": 1, "iqa_live_mean": 0.42083574545503866, "iqa_live_min": 0.42083574545503866, "iqa_live_max": 0.42083574545503866, "iqa_csiq_mean": 0.545231282711029, "iqa_csiq_min": 0.545231282711029, "iqa_csiq_max": 0.545231282711029, "iqa_tid2013_mean": 0.33543210559421116, "iqa_tid2013_min": 0.33543210559421116, "iqa_tid2013_max": 0.33543210559421116, "iqa_kadid10k_mean": 0.3660888671875, "iqa_kadid10k_min": 0.3660888671875, "iqa_kadid10k_max": 0.3660888671875, "iqa_flive_mean": 0.6284318403764205, "iqa_flive_min": 0.6284318403764205, "iqa_flive_max": 0.6284318403764205, "iqa_spaq_mean": 0.2369461830216225, "iqa_spaq_min": 0.2369461830216225, "iqa_spaq_max": 0.2369461830216225, "iqa_clive_mean": 0.3139377555461845, "iqa_clive_min": 0.3139377555461845, "iqa_clive_max": 0.3139377555461845, "iqa_koniq10k_mean": 0.6765420316445707, "iqa_koniq10k_min": 0.6765420316445707, "iqa_koniq10k_max": 0.6765420316445707, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999986537627 }, { "lang": "la", "score": 1.3462357372331265e-09 }, { "lang": "cy", "score": 9.071480149339287e-16 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7959669232368469 }, { "lang": "pt", "score": 0.011122957803308964 }, { "lang": "es", "score": 0.009348264895379543 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.42083574545503866, "iqa_v2_live_min": 0.42083574545503866, "iqa_v2_live_max": 0.42083574545503866, "iqa_v2_csiq_mean": 0.545231282711029, "iqa_v2_csiq_min": 0.545231282711029, "iqa_v2_csiq_max": 0.545231282711029, "iqa_v2_tid2013_mean": 0.33543210559421116, "iqa_v2_tid2013_min": 0.33543210559421116, "iqa_v2_tid2013_max": 0.33543210559421116, "iqa_v2_kadid10k_mean": 0.3660888671875, "iqa_v2_kadid10k_min": 0.3660888671875, "iqa_v2_kadid10k_max": 0.3660888671875, "iqa_v2_flive_mean": 0.6284318403764205, "iqa_v2_flive_min": 0.6284318403764205, "iqa_v2_flive_max": 0.6284318403764205, "iqa_v2_spaq_mean": 0.2369461830216225, "iqa_v2_spaq_min": 0.2369461830216225, "iqa_v2_spaq_max": 0.2369461830216225, "iqa_v2_clive_mean": 0.3139377555461845, "iqa_v2_clive_min": 0.3139377555461845, "iqa_v2_clive_max": 0.3139377555461845, "iqa_v2_koniq10k_mean": 0.6765420316445707, "iqa_v2_koniq10k_min": 0.6765420316445707, "iqa_v2_koniq10k_max": 0.6765420316445707, "imdecont": { "jpg": 0.5565618872642517 }, "imdecont_image_match": { "jpg": 204629 }, "imdecont_max": 0.5565618872642517, "imdecont_mean": 0.5565618872642517, "imdecont_min": 0.5565618872642517, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.4375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.4375, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.4375, "clip_score_dfn_public_prev_turn_only_min": 3.22265625, "clip_score_dfn_public_prev_turn_only_mean": 3.22265625, "clip_score_dfn_public_prev_turn_only_max": 3.22265625, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.046875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.046875, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.046875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.859375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.859375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.859375, "clip_score_clip_vitl14_224_next_turn_only_min": 29.6875, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.6875, "clip_score_clip_vitl14_224_next_turn_only_max": 29.6875, "clip_score_dfn_public_next_turn_only_min": 2.603515625, "clip_score_dfn_public_next_turn_only_mean": 2.603515625, "clip_score_dfn_public_next_turn_only_max": 2.603515625, "clip_score_siglip2_b16_224_next_turn_only_min": -0.140625, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.140625, "clip_score_siglip2_b16_224_next_turn_only_max": -0.140625, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.0625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.0625, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.34375, "clip_score_dfn_public_prev_and_next_turn_min": 3.158203125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.158203125, "clip_score_dfn_public_prev_and_next_turn_max": 3.158203125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.046875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.046875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.515625, "im_height": { "jpg": 2113 }, "im_height_mean": 2113.0, "im_height_min": 2113, "im_height_max": 2113, "im_width": { "jpg": 1792 }, "im_width_mean": 1792.0, "im_width_min": 1792, "im_width_max": 1792, "im_ar": { "jpg": 0.8481 }, "im_ar_mean": 0.8481, "im_ar_min": 0.8481, "im_ar_max": 0.8481, "im_kilobytes": { "jpg": 11093.25 }, "im_kilobytes_mean": 11093.25, "im_kilobytes_min": 11093.25, "im_kilobytes_max": 11093.25, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 138.79 }, "im_clarity_mean": 138.79, "im_clarity_min": 138.79, "im_clarity_max": 138.79, "im_luma": { "jpg": 244.32 }, "im_luma_mean": 244.32, "im_luma_min": 244.32, "im_luma_max": 244.32, "im_saturation": { "jpg": 69.7 }, "im_saturation_mean": 69.7, "im_saturation_min": 69.7, "im_saturation_max": 69.7, "im_entropy": { "jpg": 1.29 }, "im_entropy_mean": 1.29, "im_entropy_min": 1.29, "im_entropy_max": 1.29, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999986537627, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.3462357372331265e-09, "language_detection_annotation_lingua_2_lan": "cy", "language_detection_annotation_lingua_2_score": 9.071480149339287e-16, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7959669232368469, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.011122957803308964, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.009348264895379543, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9916130304336548, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.7286887168884277, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995449185371399, "text_quality_nvidia_edu_nemotron4_score": 1.912109375, "text_quality_nvidia_edu_mixtral_score": 1.9541015625, "text_quality_dclmbaseline_fasttext_score": 0.9998519420623779, "text_quality_dolma3_fasttext_score": 0.9983537197113037, "custom_fasttext_val_fasttext_score": 0.0013148188591003418, "custom_fasttext_core_fasttext_score": 0.00013267993927001953, "custom_fasttext_val_clean_fasttext_score": 0.0021606087684631348, "custom_fasttext_core_clean_fasttext_score": 0.0009186267852783203, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.828125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.015625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1875, "within_sample_repetition_detection": 4.0 }, "89": { "detoxify": 1, "length_chars": 670, "length_tokens": 2102, "length_tokens_text_only": 310, "length_tokens_trainable_only": 197, "length_images": 1, "iqa_live_mean": 0.477417184848978, "iqa_live_min": 0.477417184848978, "iqa_live_max": 0.477417184848978, "iqa_csiq_mean": 0.620426595211029, "iqa_csiq_min": 0.620426595211029, "iqa_csiq_max": 0.620426595211029, "iqa_tid2013_mean": 0.4122007687886556, "iqa_tid2013_min": 0.4122007687886556, "iqa_tid2013_max": 0.4122007687886556, "iqa_kadid10k_mean": 0.4327392578125, "iqa_kadid10k_min": 0.4327392578125, "iqa_kadid10k_max": 0.4327392578125, "iqa_flive_mean": 0.7042979230784407, "iqa_flive_min": 0.7042979230784407, "iqa_flive_max": 0.7042979230784407, "iqa_spaq_mean": 0.4876268174913195, "iqa_spaq_min": 0.4876268174913195, "iqa_spaq_max": 0.4876268174913195, "iqa_clive_mean": 0.4365703313037603, "iqa_clive_min": 0.4365703313037603, "iqa_clive_max": 0.4365703313037603, "iqa_koniq10k_mean": 0.6500268801294192, "iqa_koniq10k_min": 0.6500268801294192, "iqa_koniq10k_max": 0.6500268801294192, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999776317 }, { "lang": "la", "score": 2.23684210540404e-11 }, { "lang": "fr", "score": 3.778183514874307e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8722665905952454 }, { "lang": "ru", "score": 0.005041036754846573 }, { "lang": "es", "score": 0.00474575674161315 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.477417184848978, "iqa_v2_live_min": 0.477417184848978, "iqa_v2_live_max": 0.477417184848978, "iqa_v2_csiq_mean": 0.620426595211029, "iqa_v2_csiq_min": 0.620426595211029, "iqa_v2_csiq_max": 0.620426595211029, "iqa_v2_tid2013_mean": 0.4122007687886556, "iqa_v2_tid2013_min": 0.4122007687886556, "iqa_v2_tid2013_max": 0.4122007687886556, "iqa_v2_kadid10k_mean": 0.4327392578125, "iqa_v2_kadid10k_min": 0.4327392578125, "iqa_v2_kadid10k_max": 0.4327392578125, "iqa_v2_flive_mean": 0.7042979230784407, "iqa_v2_flive_min": 0.7042979230784407, "iqa_v2_flive_max": 0.7042979230784407, "iqa_v2_spaq_mean": 0.4876268174913195, "iqa_v2_spaq_min": 0.4876268174913195, "iqa_v2_spaq_max": 0.4876268174913195, "iqa_v2_clive_mean": 0.4365703313037603, "iqa_v2_clive_min": 0.4365703313037603, "iqa_v2_clive_max": 0.4365703313037603, "iqa_v2_koniq10k_mean": 0.6500268801294192, "iqa_v2_koniq10k_min": 0.6500268801294192, "iqa_v2_koniq10k_max": 0.6500268801294192, "imdecont": { "jpg": 0.4890722632408142 }, "imdecont_image_match": { "jpg": 204613 }, "imdecont_max": 0.4890722632408142, "imdecont_mean": 0.4890722632408142, "imdecont_min": 0.4890722632408142, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.65625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.65625, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.65625, "clip_score_dfn_public_prev_turn_only_min": 3.57421875, "clip_score_dfn_public_prev_turn_only_mean": 3.57421875, "clip_score_dfn_public_prev_turn_only_max": 3.57421875, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.6640625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.6640625, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.6640625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.078125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.078125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.078125, "clip_score_clip_vitl14_224_next_turn_only_min": 29.65625, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.65625, "clip_score_clip_vitl14_224_next_turn_only_max": 29.65625, "clip_score_dfn_public_next_turn_only_min": 4.16796875, "clip_score_dfn_public_next_turn_only_mean": 4.16796875, "clip_score_dfn_public_next_turn_only_max": 4.16796875, "clip_score_siglip2_b16_224_next_turn_only_min": 0.875, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.875, "clip_score_siglip2_b16_224_next_turn_only_max": 0.875, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.0, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.0, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.0, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.65625, "clip_score_dfn_public_prev_and_next_turn_min": 3.955078125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.955078125, "clip_score_dfn_public_prev_and_next_turn_max": 3.955078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.953125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.953125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.609375, "im_height": { "jpg": 981 }, "im_height_mean": 981.0, "im_height_min": 981, "im_height_max": 981, "im_width": { "jpg": 1542 }, "im_width_mean": 1542.0, "im_width_min": 1542, "im_width_max": 1542, "im_ar": { "jpg": 1.5719 }, "im_ar_mean": 1.5719, "im_ar_min": 1.5719, "im_ar_max": 1.5719, "im_kilobytes": { "jpg": 4431.74 }, "im_kilobytes_mean": 4431.74, "im_kilobytes_min": 4431.74, "im_kilobytes_max": 4431.74, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 207.03 }, "im_clarity_mean": 207.03, "im_clarity_min": 207.03, "im_clarity_max": 207.03, "im_luma": { "jpg": 224.03 }, "im_luma_mean": 224.03, "im_luma_min": 224.03, "im_luma_max": 224.03, "im_saturation": { "jpg": 62.79 }, "im_saturation_mean": 62.79, "im_saturation_min": 62.79, "im_saturation_max": 62.79, "im_entropy": { "jpg": 1.84 }, "im_entropy_mean": 1.84, "im_entropy_min": 1.84, "im_entropy_max": 1.84, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999776317, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.23684210540404e-11, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 3.778183514874307e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8722665905952454, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005041036754846573, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.00474575674161315, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9944614171981812, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5957908630371094, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997817873954773, "text_quality_nvidia_edu_nemotron4_score": 2.181640625, "text_quality_nvidia_edu_mixtral_score": 2.130859375, "text_quality_dclmbaseline_fasttext_score": 0.9997642636299133, "text_quality_dolma3_fasttext_score": 0.9994795918464661, "custom_fasttext_val_fasttext_score": 0.0035355091094970703, "custom_fasttext_core_fasttext_score": 8.809566497802734e-05, "custom_fasttext_val_clean_fasttext_score": 0.002582371234893799, "custom_fasttext_core_clean_fasttext_score": 0.00034868717193603516, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.34375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.3515625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0078125, "within_sample_repetition_detection": 7.0 }, "84": { "detoxify": 1, "length_chars": 940, "length_tokens": 3199, "length_tokens_text_only": 383, "length_tokens_trainable_only": 254, "length_images": 1, "iqa_live_mean": 0.3620446715692076, "iqa_live_min": 0.3620446715692076, "iqa_live_max": 0.3620446715692076, "iqa_csiq_mean": 0.513065755367279, "iqa_csiq_min": 0.513065755367279, "iqa_csiq_max": 0.513065755367279, "iqa_tid2013_mean": 0.28519339031643337, "iqa_tid2013_min": 0.28519339031643337, "iqa_tid2013_max": 0.28519339031643337, "iqa_kadid10k_mean": 0.3238525390625, "iqa_kadid10k_min": 0.3238525390625, "iqa_kadid10k_max": 0.3238525390625, "iqa_flive_mean": 0.578311496310764, "iqa_flive_min": 0.578311496310764, "iqa_flive_max": 0.578311496310764, "iqa_spaq_mean": 0.22274163756707704, "iqa_spaq_min": 0.22274163756707704, "iqa_spaq_max": 0.22274163756707704, "iqa_clive_mean": 0.29610315958658856, "iqa_clive_min": 0.29610315958658856, "iqa_clive_max": 0.29610315958658856, "iqa_koniq10k_mean": 0.6228804540152502, "iqa_koniq10k_min": 0.6228804540152502, "iqa_koniq10k_max": 0.6228804540152502, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999998 }, { "lang": "la", "score": 1.0802151294474377e-16 }, { "lang": "eo", "score": 2.403695177878967e-21 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8865343928337097 }, { "lang": "ru", "score": 0.004836887586861849 }, { "lang": "pt", "score": 0.0045165871270000935 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3620446715692076, "iqa_v2_live_min": 0.3620446715692076, "iqa_v2_live_max": 0.3620446715692076, "iqa_v2_csiq_mean": 0.513065755367279, "iqa_v2_csiq_min": 0.513065755367279, "iqa_v2_csiq_max": 0.513065755367279, "iqa_v2_tid2013_mean": 0.28519339031643337, "iqa_v2_tid2013_min": 0.28519339031643337, "iqa_v2_tid2013_max": 0.28519339031643337, "iqa_v2_kadid10k_mean": 0.3238525390625, "iqa_v2_kadid10k_min": 0.3238525390625, "iqa_v2_kadid10k_max": 0.3238525390625, "iqa_v2_flive_mean": 0.578350953381471, "iqa_v2_flive_min": 0.578350953381471, "iqa_v2_flive_max": 0.578350953381471, "iqa_v2_spaq_mean": 0.22258380928424876, "iqa_v2_spaq_min": 0.22258380928424876, "iqa_v2_spaq_max": 0.22258380928424876, "iqa_v2_clive_mean": 0.29610315958658856, "iqa_v2_clive_min": 0.29610315958658856, "iqa_v2_clive_max": 0.29610315958658856, "iqa_v2_koniq10k_mean": 0.6228804540152502, "iqa_v2_koniq10k_min": 0.6228804540152502, "iqa_v2_koniq10k_max": 0.6228804540152502, "imdecont": { "jpg": 0.6189204454421997 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.6189204454421997, "imdecont_mean": 0.6189204454421997, "imdecont_min": 0.6189204454421997, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.390625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.390625, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.390625, "clip_score_dfn_public_prev_turn_only_min": 3.404296875, "clip_score_dfn_public_prev_turn_only_mean": 3.404296875, "clip_score_dfn_public_prev_turn_only_max": 3.404296875, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.234375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.234375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.234375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.5625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.5625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.5625, "clip_score_clip_vitl14_224_next_turn_only_min": 28.546875, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.546875, "clip_score_clip_vitl14_224_next_turn_only_max": 28.546875, "clip_score_dfn_public_next_turn_only_min": 2.984375, "clip_score_dfn_public_next_turn_only_mean": 2.984375, "clip_score_dfn_public_next_turn_only_max": 2.984375, "clip_score_siglip2_b16_224_next_turn_only_min": 1.71875, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.71875, "clip_score_siglip2_b16_224_next_turn_only_max": 1.71875, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.640625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.640625, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.390625, "clip_score_dfn_public_prev_and_next_turn_min": 3.404296875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.404296875, "clip_score_dfn_public_prev_and_next_turn_max": 3.404296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.234375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.234375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.234375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.703125, "im_height": { "jpg": 3427 }, "im_height_mean": 3427.0, "im_height_min": 3427, "im_height_max": 3427, "im_width": { "jpg": 1456 }, "im_width_mean": 1456.0, "im_width_min": 1456, "im_width_max": 1456, "im_ar": { "jpg": 0.4249 }, "im_ar_mean": 0.4249, "im_ar_min": 0.4249, "im_ar_max": 0.4249, "im_kilobytes": { "jpg": 14618.3 }, "im_kilobytes_mean": 14618.3, "im_kilobytes_min": 14618.3, "im_kilobytes_max": 14618.3, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 151.86 }, "im_clarity_mean": 151.86, "im_clarity_min": 151.86, "im_clarity_max": 151.86, "im_luma": { "jpg": 233.77 }, "im_luma_mean": 233.77, "im_luma_min": 233.77, "im_luma_max": 233.77, "im_saturation": { "jpg": 28.07 }, "im_saturation_mean": 28.07, "im_saturation_min": 28.07, "im_saturation_max": 28.07, "im_entropy": { "jpg": 1.54 }, "im_entropy_mean": 1.54, "im_entropy_min": 1.54, "im_entropy_max": 1.54, "unifilter_score_qwen2_5_1_5b": -0.95654296875, "unifilter_score_qwen3_0_6b": -1.3212890625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999998, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.0802151294474377e-16, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 2.403695177878967e-21, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8865343928337097, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.004836887586861849, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.0045165871270000935, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9913092851638794, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8118986487388611, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996844530105591, "text_quality_nvidia_edu_nemotron4_score": 2.345703125, "text_quality_nvidia_edu_mixtral_score": 2.044921875, "text_quality_dclmbaseline_fasttext_score": 0.9977137446403503, "text_quality_dolma3_fasttext_score": 0.9072204828262329, "custom_fasttext_val_fasttext_score": 0.002104341983795166, "custom_fasttext_core_fasttext_score": 3.838539123535156e-05, "custom_fasttext_val_clean_fasttext_score": 0.002338707447052002, "custom_fasttext_core_clean_fasttext_score": 0.0004261136054992676, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.3671875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0078125, "within_sample_repetition_detection": 7.0 }, "83": { "detoxify": 1, "length_chars": 1094, "length_tokens": 2200, "length_tokens_text_only": 408, "length_tokens_trainable_only": 269, "length_images": 1, "iqa_live_mean": 0.4359872606065538, "iqa_live_min": 0.4359872606065538, "iqa_live_max": 0.4359872606065538, "iqa_csiq_mean": 0.585880696773529, "iqa_csiq_min": 0.585880696773529, "iqa_csiq_max": 0.585880696773529, "iqa_tid2013_mean": 0.3431360986497667, "iqa_tid2013_min": 0.3431360986497667, "iqa_tid2013_max": 0.3431360986497667, "iqa_kadid10k_mean": 0.3497314453125, "iqa_kadid10k_min": 0.3497314453125, "iqa_kadid10k_max": 0.3497314453125, "iqa_flive_mean": 0.6173937248461174, "iqa_flive_min": 0.6173937248461174, "iqa_flive_max": 0.6173937248461174, "iqa_spaq_mean": 0.294711334536774, "iqa_spaq_min": 0.294711334536774, "iqa_spaq_max": 0.294711334536774, "iqa_clive_mean": 0.3507117454451744, "iqa_clive_min": 0.3507117454451744, "iqa_clive_max": 0.3507117454451744, "iqa_koniq10k_mean": 0.5913147974495936, "iqa_koniq10k_min": 0.5913147974495936, "iqa_koniq10k_max": 0.5913147974495936, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 3.6302839583390503e-23 }, { "lang": "tl", "score": 8.045579989266885e-31 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9038837552070618 }, { "lang": "ru", "score": 0.003687121905386448 }, { "lang": "vi", "score": 0.0034893741831183434 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4359872606065538, "iqa_v2_live_min": 0.4359872606065538, "iqa_v2_live_max": 0.4359872606065538, "iqa_v2_csiq_mean": 0.585880696773529, "iqa_v2_csiq_min": 0.585880696773529, "iqa_v2_csiq_max": 0.585880696773529, "iqa_v2_tid2013_mean": 0.3431360986497667, "iqa_v2_tid2013_min": 0.3431360986497667, "iqa_v2_tid2013_max": 0.3431360986497667, "iqa_v2_kadid10k_mean": 0.3497314453125, "iqa_v2_kadid10k_min": 0.3497314453125, "iqa_v2_kadid10k_max": 0.3497314453125, "iqa_v2_flive_mean": 0.6173937248461174, "iqa_v2_flive_min": 0.6173937248461174, "iqa_v2_flive_max": 0.6173937248461174, "iqa_v2_spaq_mean": 0.294711334536774, "iqa_v2_spaq_min": 0.294711334536774, "iqa_v2_spaq_max": 0.294711334536774, "iqa_v2_clive_mean": 0.3507117454451744, "iqa_v2_clive_min": 0.3507117454451744, "iqa_v2_clive_max": 0.3507117454451744, "iqa_v2_koniq10k_mean": 0.5913147974495936, "iqa_v2_koniq10k_min": 0.5913147974495936, "iqa_v2_koniq10k_max": 0.5913147974495936, "imdecont": { "jpg": 0.4216468930244446 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.4216468930244446, "imdecont_mean": 0.4216468930244446, "imdecont_min": 0.4216468930244446, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.390625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.390625, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.390625, "clip_score_dfn_public_prev_turn_only_min": 4.125, "clip_score_dfn_public_prev_turn_only_mean": 4.125, "clip_score_dfn_public_prev_turn_only_max": 4.125, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.640625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.640625, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.640625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.03125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.03125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.03125, "clip_score_clip_vitl14_224_next_turn_only_min": 24.859375, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.859375, "clip_score_clip_vitl14_224_next_turn_only_max": 24.859375, "clip_score_dfn_public_next_turn_only_min": 3.734375, "clip_score_dfn_public_next_turn_only_mean": 3.734375, "clip_score_dfn_public_next_turn_only_max": 3.734375, "clip_score_siglip2_b16_224_next_turn_only_min": -0.25, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.25, "clip_score_siglip2_b16_224_next_turn_only_max": -0.25, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.71875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.71875, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.390625, "clip_score_dfn_public_prev_and_next_turn_min": 4.125, "clip_score_dfn_public_prev_and_next_turn_mean": 4.125, "clip_score_dfn_public_prev_and_next_turn_max": 4.125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.15625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.15625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.15625, "im_height": { "jpg": 2394 }, "im_height_mean": 2394.0, "im_height_min": 2394, "im_height_max": 2394, "im_width": { "jpg": 3447 }, "im_width_mean": 3447.0, "im_width_min": 3447, "im_width_max": 3447, "im_ar": { "jpg": 1.4398 }, "im_ar_mean": 1.4398, "im_ar_min": 1.4398, "im_ar_max": 1.4398, "im_kilobytes": { "jpg": 24176.13 }, "im_kilobytes_mean": 24176.13, "im_kilobytes_min": 24176.13, "im_kilobytes_max": 24176.13, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 134.02 }, "im_clarity_mean": 134.02, "im_clarity_min": 134.02, "im_clarity_max": 134.02, "im_luma": { "jpg": 215.02 }, "im_luma_mean": 215.02, "im_luma_min": 215.02, "im_luma_max": 215.02, "im_saturation": { "jpg": 47.09 }, "im_saturation_mean": 47.09, "im_saturation_min": 47.09, "im_saturation_max": 47.09, "im_entropy": { "jpg": 1.71 }, "im_entropy_mean": 1.71, "im_entropy_min": 1.71, "im_entropy_max": 1.71, "unifilter_score_qwen2_5_1_5b": 0.1507568359375, "unifilter_score_qwen3_0_6b": 0.2303466796875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.6302839583390503e-23, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 8.045579989266885e-31, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9038837552070618, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.003687121905386448, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.0034893741831183434, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9935659766197205, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5279985070228577, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997887015342712, "text_quality_nvidia_edu_nemotron4_score": 2.607421875, "text_quality_nvidia_edu_mixtral_score": 2.353515625, "text_quality_dclmbaseline_fasttext_score": 0.9981565475463867, "text_quality_dolma3_fasttext_score": 0.9990565180778503, "custom_fasttext_val_fasttext_score": 0.001978754997253418, "custom_fasttext_core_fasttext_score": 0.00013434886932373047, "custom_fasttext_val_clean_fasttext_score": 0.0028367042541503906, "custom_fasttext_core_clean_fasttext_score": 9.810924530029297e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.171875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.2890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1171875, "within_sample_repetition_detection": 6.0 }, "93": { "detoxify": 1, "length_chars": 1457, "length_tokens": 3053, "length_tokens_text_only": 493, "length_tokens_trainable_only": 336, "length_images": 1, "iqa_live_mean": 0.3631494695490056, "iqa_live_min": 0.3631494695490056, "iqa_live_max": 0.3631494695490056, "iqa_csiq_mean": 0.505070149898529, "iqa_csiq_min": 0.505070149898529, "iqa_csiq_max": 0.505070149898529, "iqa_tid2013_mean": 0.2759703000386556, "iqa_tid2013_min": 0.2759703000386556, "iqa_tid2013_max": 0.2759703000386556, "iqa_kadid10k_mean": 0.3304443359375, "iqa_kadid10k_min": 0.3304443359375, "iqa_kadid10k_max": 0.3304443359375, "iqa_flive_mean": 0.5689601705531881, "iqa_flive_min": 0.5689601705531881, "iqa_flive_max": 0.5689601705531881, "iqa_spaq_mean": 0.2563590618095013, "iqa_spaq_min": 0.2563590618095013, "iqa_spaq_max": 0.2563590618095013, "iqa_clive_mean": 0.3324825787785078, "iqa_clive_min": 0.3324825787785078, "iqa_clive_max": 0.3324825787785078, "iqa_koniq10k_mean": 0.5951026762374725, "iqa_koniq10k_min": 0.5951026762374725, "iqa_koniq10k_max": 0.5951026762374725, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 2.1858163695893512e-24 }, { "lang": "eo", "score": 2.7692124434290135e-30 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8742213249206543 }, { "lang": "ru", "score": 0.005874224007129669 }, { "lang": "es", "score": 0.005113104358315468 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3631494695490056, "iqa_v2_live_min": 0.3631494695490056, "iqa_v2_live_max": 0.3631494695490056, "iqa_v2_csiq_mean": 0.505070149898529, "iqa_v2_csiq_min": 0.505070149898529, "iqa_v2_csiq_max": 0.505070149898529, "iqa_v2_tid2013_mean": 0.2759703000386556, "iqa_v2_tid2013_min": 0.2759703000386556, "iqa_v2_tid2013_max": 0.2759703000386556, "iqa_v2_kadid10k_mean": 0.3304443359375, "iqa_v2_kadid10k_min": 0.3304443359375, "iqa_v2_kadid10k_max": 0.3304443359375, "iqa_v2_flive_mean": 0.5689601705531881, "iqa_v2_flive_min": 0.5689601705531881, "iqa_v2_flive_max": 0.5689601705531881, "iqa_v2_spaq_mean": 0.2563590618095013, "iqa_v2_spaq_min": 0.2563590618095013, "iqa_v2_spaq_max": 0.2563590618095013, "iqa_v2_clive_mean": 0.3324825787785078, "iqa_v2_clive_min": 0.3324825787785078, "iqa_v2_clive_max": 0.3324825787785078, "iqa_v2_koniq10k_mean": 0.5951026762374725, "iqa_v2_koniq10k_min": 0.5951026762374725, "iqa_v2_koniq10k_max": 0.5951026762374725, "imdecont": { "jpg": 0.48999083042144775 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.48999083042144775, "imdecont_mean": 0.48999083042144775, "imdecont_min": 0.48999083042144775, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.0, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.0, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.0, "clip_score_dfn_public_prev_turn_only_min": 3.12109375, "clip_score_dfn_public_prev_turn_only_mean": 3.12109375, "clip_score_dfn_public_prev_turn_only_max": 3.12109375, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.609375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.609375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.609375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.53125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.53125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.53125, "clip_score_clip_vitl14_224_next_turn_only_min": 24.484375, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.484375, "clip_score_clip_vitl14_224_next_turn_only_max": 24.484375, "clip_score_dfn_public_next_turn_only_min": 0.45458984375, "clip_score_dfn_public_next_turn_only_mean": 0.45458984375, "clip_score_dfn_public_next_turn_only_max": 0.45458984375, "clip_score_siglip2_b16_224_next_turn_only_min": 2.671875, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.671875, "clip_score_siglip2_b16_224_next_turn_only_max": 2.671875, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.109375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.109375, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.109375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.0, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.0, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.0, "clip_score_dfn_public_prev_and_next_turn_min": 3.12109375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.12109375, "clip_score_dfn_public_prev_and_next_turn_max": 3.12109375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.3125, "im_height": { "jpg": 2591 }, "im_height_mean": 2591.0, "im_height_min": 2591, "im_height_max": 2591, "im_width": { "jpg": 2612 }, "im_width_mean": 2612.0, "im_width_min": 2612, "im_width_max": 2612, "im_ar": { "jpg": 1.0081 }, "im_ar_mean": 1.0081, "im_ar_min": 1.0081, "im_ar_max": 1.0081, "im_kilobytes": { "jpg": 19827.22 }, "im_kilobytes_mean": 19827.22, "im_kilobytes_min": 19827.22, "im_kilobytes_max": 19827.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 148.57 }, "im_clarity_mean": 148.57, "im_clarity_min": 148.57, "im_clarity_max": 148.57, "im_luma": { "jpg": 232.89 }, "im_luma_mean": 232.89, "im_luma_min": 232.89, "im_luma_max": 232.89, "im_saturation": { "jpg": 39.71 }, "im_saturation_mean": 39.71, "im_saturation_min": 39.71, "im_saturation_max": 39.71, "im_entropy": { "jpg": 1.87 }, "im_entropy_mean": 1.87, "im_entropy_min": 1.87, "im_entropy_max": 1.87, "unifilter_score_qwen2_5_1_5b": -1.974609375, "unifilter_score_qwen3_0_6b": 0.62109375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.1858163695893512e-24, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 2.7692124434290135e-30, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8742213249206543, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005874224007129669, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.005113104358315468, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9931123852729797, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6312249898910522, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997692704200745, "text_quality_nvidia_edu_nemotron4_score": 2.287109375, "text_quality_nvidia_edu_mixtral_score": 2.064453125, "text_quality_dclmbaseline_fasttext_score": 0.9991515874862671, "text_quality_dolma3_fasttext_score": 0.9998989105224609, "custom_fasttext_val_fasttext_score": 0.0008801817893981934, "custom_fasttext_core_fasttext_score": 1.1563301086425781e-05, "custom_fasttext_val_clean_fasttext_score": 0.004196763038635254, "custom_fasttext_core_clean_fasttext_score": 0.00024014711380004883, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.015625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.1484375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1328125, "within_sample_repetition_detection": 7.0 }, "86": { "detoxify": 1, "length_chars": 1511, "length_tokens": 3998, "length_tokens_text_only": 670, "length_tokens_trainable_only": 495, "length_images": 1, "iqa_live_mean": 0.4518490030307962, "iqa_live_min": 0.4518490030307962, "iqa_live_max": 0.4518490030307962, "iqa_csiq_mean": 0.510197103023529, "iqa_csiq_min": 0.510197103023529, "iqa_csiq_max": 0.510197103023529, "iqa_tid2013_mean": 0.34519773059421116, "iqa_tid2013_min": 0.34519773059421116, "iqa_tid2013_max": 0.34519773059421116, "iqa_kadid10k_mean": 0.411376953125, "iqa_kadid10k_min": 0.411376953125, "iqa_kadid10k_max": 0.411376953125, "iqa_flive_mean": 0.6047871907552084, "iqa_flive_min": 0.6047871907552084, "iqa_flive_max": 0.6047871907552084, "iqa_spaq_mean": 0.3095471931226326, "iqa_spaq_min": 0.3095471931226326, "iqa_spaq_max": 0.3095471931226326, "iqa_clive_mean": 0.3795943212027502, "iqa_clive_min": 0.3795943212027502, "iqa_clive_max": 0.3795943212027502, "iqa_koniq10k_mean": 0.6920092033617424, "iqa_koniq10k_min": 0.6920092033617424, "iqa_koniq10k_max": 0.6920092033617424, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999484743 }, { "lang": "la", "score": 5.152561400320867e-11 }, { "lang": "fr", "score": 2.935104671102216e-21 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8106977343559265 }, { "lang": "fr", "score": 0.00769385788589716 }, { "lang": "ru", "score": 0.0075907777063548565 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.4518490030307962, "iqa_v2_live_min": 0.4518490030307962, "iqa_v2_live_max": 0.4518490030307962, "iqa_v2_csiq_mean": 0.510197103023529, "iqa_v2_csiq_min": 0.510197103023529, "iqa_v2_csiq_max": 0.510197103023529, "iqa_v2_tid2013_mean": 0.34519773059421116, "iqa_v2_tid2013_min": 0.34519773059421116, "iqa_v2_tid2013_max": 0.34519773059421116, "iqa_v2_kadid10k_mean": 0.411376953125, "iqa_v2_kadid10k_min": 0.411376953125, "iqa_v2_kadid10k_max": 0.411376953125, "iqa_v2_flive_mean": 0.6047871907552084, "iqa_v2_flive_min": 0.6047871907552084, "iqa_v2_flive_max": 0.6047871907552084, "iqa_v2_spaq_mean": 0.3095471931226326, "iqa_v2_spaq_min": 0.3095471931226326, "iqa_v2_spaq_max": 0.3095471931226326, "iqa_v2_clive_mean": 0.3795943212027502, "iqa_v2_clive_min": 0.3795943212027502, "iqa_v2_clive_max": 0.3795943212027502, "iqa_v2_koniq10k_mean": 0.6920092033617424, "iqa_v2_koniq10k_min": 0.6920092033617424, "iqa_v2_koniq10k_max": 0.6920092033617424, "imdecont": { "jpg": 0.46563875675201416 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.46563875675201416, "imdecont_mean": 0.46563875675201416, "imdecont_min": 0.46563875675201416, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.671875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.671875, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.671875, "clip_score_dfn_public_prev_turn_only_min": 4.1171875, "clip_score_dfn_public_prev_turn_only_mean": 4.1171875, "clip_score_dfn_public_prev_turn_only_max": 4.1171875, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.421875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.421875, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.421875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.078125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.078125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.078125, "clip_score_clip_vitl14_224_next_turn_only_min": 25.0, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.0, "clip_score_clip_vitl14_224_next_turn_only_max": 25.0, "clip_score_dfn_public_next_turn_only_min": 3.1171875, "clip_score_dfn_public_next_turn_only_mean": 3.1171875, "clip_score_dfn_public_next_turn_only_max": 3.1171875, "clip_score_siglip2_b16_224_next_turn_only_min": -0.8125, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.8125, "clip_score_siglip2_b16_224_next_turn_only_max": -0.8125, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.8125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.8125, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.671875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.671875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.671875, "clip_score_dfn_public_prev_and_next_turn_min": 4.1171875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.1171875, "clip_score_dfn_public_prev_and_next_turn_max": 4.1171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.421875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.421875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.578125, "im_height": { "jpg": 3766 }, "im_height_mean": 3766.0, "im_height_min": 3766, "im_height_max": 3766, "im_width": { "jpg": 3270 }, "im_width_mean": 3270.0, "im_width_min": 3270, "im_width_max": 3270, "im_ar": { "jpg": 0.8683 }, "im_ar_mean": 0.8683, "im_ar_min": 0.8683, "im_ar_max": 0.8683, "im_kilobytes": { "jpg": 36078.57 }, "im_kilobytes_mean": 36078.57, "im_kilobytes_min": 36078.57, "im_kilobytes_max": 36078.57, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 106.43 }, "im_clarity_mean": 106.43, "im_clarity_min": 106.43, "im_clarity_max": 106.43, "im_luma": { "jpg": 223.6 }, "im_luma_mean": 223.6, "im_luma_min": 223.6, "im_luma_max": 223.6, "im_saturation": { "jpg": 49.26 }, "im_saturation_mean": 49.26, "im_saturation_min": 49.26, "im_saturation_max": 49.26, "im_entropy": { "jpg": 1.82 }, "im_entropy_mean": 1.82, "im_entropy_min": 1.82, "im_entropy_max": 1.82, "unifilter_score_qwen2_5_1_5b": 0.045745849609375, "unifilter_score_qwen3_0_6b": 1.6552734375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999484743, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 5.152561400320867e-11, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 2.935104671102216e-21, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8106977343559265, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.00769385788589716, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.0075907777063548565, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9946151375770569, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5454027652740479, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996844530105591, "text_quality_nvidia_edu_nemotron4_score": 2.19921875, "text_quality_nvidia_edu_mixtral_score": 1.9501953125, "text_quality_dclmbaseline_fasttext_score": 0.9996203780174255, "text_quality_dolma3_fasttext_score": 0.999634861946106, "custom_fasttext_val_fasttext_score": 0.002400517463684082, "custom_fasttext_core_fasttext_score": 7.796287536621094e-05, "custom_fasttext_val_clean_fasttext_score": 0.003354012966156006, "custom_fasttext_core_clean_fasttext_score": 0.00037479400634765625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0859375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0546875, "within_sample_repetition_detection": 7.0 }, "87": { "detoxify": 1, "length_chars": 947, "length_tokens": 2679, "length_tokens_text_only": 375, "length_tokens_trainable_only": 254, "length_images": 1, "iqa_live_mean": 0.4822704045459477, "iqa_live_min": 0.4822704045459477, "iqa_live_max": 0.4822704045459477, "iqa_csiq_mean": 0.601017415523529, "iqa_csiq_min": 0.601017415523529, "iqa_csiq_max": 0.601017415523529, "iqa_tid2013_mean": 0.3797029389275445, "iqa_tid2013_min": 0.3797029389275445, "iqa_tid2013_max": 0.3797029389275445, "iqa_kadid10k_mean": 0.445556640625, "iqa_kadid10k_min": 0.445556640625, "iqa_kadid10k_max": 0.445556640625, "iqa_flive_mean": 0.6530925095683398, "iqa_flive_min": 0.6530925095683398, "iqa_flive_max": 0.6530925095683398, "iqa_spaq_mean": 0.396273834536774, "iqa_spaq_min": 0.396273834536774, "iqa_spaq_max": 0.396273834536774, "iqa_clive_mean": 0.4521558742330532, "iqa_clive_min": 0.4521558742330532, "iqa_clive_max": 0.4521558742330532, "iqa_koniq10k_mean": 0.6241430802778765, "iqa_koniq10k_min": 0.6241430802778765, "iqa_koniq10k_max": 0.6241430802778765, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 9.531857385225591e-18 }, { "lang": "fr", "score": 8.38075125098612e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8708652853965759 }, { "lang": "ru", "score": 0.005766020156443119 }, { "lang": "pt", "score": 0.004853064194321632 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4822704045459477, "iqa_v2_live_min": 0.4822704045459477, "iqa_v2_live_max": 0.4822704045459477, "iqa_v2_csiq_mean": 0.601017415523529, "iqa_v2_csiq_min": 0.601017415523529, "iqa_v2_csiq_max": 0.601017415523529, "iqa_v2_tid2013_mean": 0.3797029389275445, "iqa_v2_tid2013_min": 0.3797029389275445, "iqa_v2_tid2013_max": 0.3797029389275445, "iqa_v2_kadid10k_mean": 0.445556640625, "iqa_v2_kadid10k_min": 0.445556640625, "iqa_v2_kadid10k_max": 0.445556640625, "iqa_v2_flive_mean": 0.6530925095683398, "iqa_v2_flive_min": 0.6530925095683398, "iqa_v2_flive_max": 0.6530925095683398, "iqa_v2_spaq_mean": 0.396273834536774, "iqa_v2_spaq_min": 0.396273834536774, "iqa_v2_spaq_max": 0.396273834536774, "iqa_v2_clive_mean": 0.4521558742330532, "iqa_v2_clive_min": 0.4521558742330532, "iqa_v2_clive_max": 0.4521558742330532, "iqa_v2_koniq10k_mean": 0.6241430802778765, "iqa_v2_koniq10k_min": 0.6241430802778765, "iqa_v2_koniq10k_max": 0.6241430802778765, "imdecont": { "jpg": 0.4690106511116028 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.4690106511116028, "imdecont_mean": 0.4690106511116028, "imdecont_min": 0.4690106511116028, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.28125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.28125, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.28125, "clip_score_dfn_public_prev_turn_only_min": 4.4765625, "clip_score_dfn_public_prev_turn_only_mean": 4.4765625, "clip_score_dfn_public_prev_turn_only_max": 4.4765625, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.71875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.71875, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.71875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.8125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.8125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.8125, "clip_score_clip_vitl14_224_next_turn_only_min": 26.3125, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.3125, "clip_score_clip_vitl14_224_next_turn_only_max": 26.3125, "clip_score_dfn_public_next_turn_only_min": 3.671875, "clip_score_dfn_public_next_turn_only_mean": 3.671875, "clip_score_dfn_public_next_turn_only_max": 3.671875, "clip_score_siglip2_b16_224_next_turn_only_min": 2.6875, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.6875, "clip_score_siglip2_b16_224_next_turn_only_max": 2.6875, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.828125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.828125, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.28125, "clip_score_dfn_public_prev_and_next_turn_min": 4.4765625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.4765625, "clip_score_dfn_public_prev_and_next_turn_max": 4.4765625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.953125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.953125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.703125, "im_height": { "jpg": 2224 }, "im_height_mean": 2224.0, "im_height_min": 2224, "im_height_max": 2224, "im_width": { "jpg": 1017 }, "im_width_mean": 1017.0, "im_width_min": 1017, "im_width_max": 1017, "im_ar": { "jpg": 0.4573 }, "im_ar_mean": 0.4573, "im_ar_min": 0.4573, "im_ar_max": 0.4573, "im_kilobytes": { "jpg": 6626.39 }, "im_kilobytes_mean": 6626.39, "im_kilobytes_min": 6626.39, "im_kilobytes_max": 6626.39, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 229.16 }, "im_clarity_mean": 229.16, "im_clarity_min": 229.16, "im_clarity_max": 229.16, "im_luma": { "jpg": 221.27 }, "im_luma_mean": 221.27, "im_luma_min": 221.27, "im_luma_max": 221.27, "im_saturation": { "jpg": 70.19 }, "im_saturation_mean": 70.19, "im_saturation_min": 70.19, "im_saturation_max": 70.19, "im_entropy": { "jpg": 1.99 }, "im_entropy_mean": 1.99, "im_entropy_min": 1.99, "im_entropy_max": 1.99, "unifilter_score_qwen2_5_1_5b": -2.173828125, "unifilter_score_qwen3_0_6b": 0.466552734375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 9.531857385225591e-18, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 8.38075125098612e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8708652853965759, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005766020156443119, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.004853064194321632, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9933613538742065, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.4268907308578491, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9991944432258606, "text_quality_nvidia_edu_nemotron4_score": 2.158203125, "text_quality_nvidia_edu_mixtral_score": 2.1796875, "text_quality_dclmbaseline_fasttext_score": 0.9976622462272644, "text_quality_dolma3_fasttext_score": 0.9955600500106812, "custom_fasttext_val_fasttext_score": 0.0015177130699157715, "custom_fasttext_core_fasttext_score": 5.841255187988281e-05, "custom_fasttext_val_clean_fasttext_score": 0.0017902851104736328, "custom_fasttext_core_clean_fasttext_score": 6.92605972290039e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.2734375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.265625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0078125, "within_sample_repetition_detection": 7.0 }, "61": { "detoxify": 1, "length_chars": 375, "length_tokens": 1947, "length_tokens_text_only": 155, "length_tokens_trainable_only": 67, "length_images": 1, "iqa_live_mean": 0.47023599798029114, "iqa_live_min": 0.47023599798029114, "iqa_live_max": 0.47023599798029114, "iqa_csiq_mean": 0.614201009273529, "iqa_csiq_min": 0.614201009273529, "iqa_csiq_max": 0.614201009273529, "iqa_tid2013_mean": 0.34866995281643337, "iqa_tid2013_min": 0.34866995281643337, "iqa_tid2013_max": 0.34866995281643337, "iqa_kadid10k_mean": 0.3907470703125, "iqa_kadid10k_min": 0.3907470703125, "iqa_kadid10k_max": 0.3907470703125, "iqa_flive_mean": 0.6612897160077337, "iqa_flive_min": 0.6612897160077337, "iqa_flive_max": 0.6612897160077337, "iqa_spaq_mean": 0.28697774867818815, "iqa_spaq_min": 0.28697774867818815, "iqa_spaq_max": 0.28697774867818815, "iqa_clive_mean": 0.3060463414047704, "iqa_clive_min": 0.3060463414047704, "iqa_clive_max": 0.3060463414047704, "iqa_koniq10k_mean": 0.6238274237122199, "iqa_koniq10k_min": 0.6238274237122199, "iqa_koniq10k_max": 0.6238274237122199, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999567 }, { "lang": "la", "score": 4.3184472669164624e-14 }, { "lang": "tl", "score": 2.671542849107516e-20 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8617494702339172 }, { "lang": "ru", "score": 0.007766494527459145 }, { "lang": "es", "score": 0.007080486044287682 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.47023599798029114, "iqa_v2_live_min": 0.47023599798029114, "iqa_v2_live_max": 0.47023599798029114, "iqa_v2_csiq_mean": 0.614201009273529, "iqa_v2_csiq_min": 0.614201009273529, "iqa_v2_csiq_max": 0.614201009273529, "iqa_v2_tid2013_mean": 0.34866995281643337, "iqa_v2_tid2013_min": 0.34866995281643337, "iqa_v2_tid2013_max": 0.34866995281643337, "iqa_v2_kadid10k_mean": 0.3907470703125, "iqa_v2_kadid10k_min": 0.3907470703125, "iqa_v2_kadid10k_max": 0.3907470703125, "iqa_v2_flive_mean": 0.6612897160077337, "iqa_v2_flive_min": 0.6612897160077337, "iqa_v2_flive_max": 0.6612897160077337, "iqa_v2_spaq_mean": 0.28697774867818815, "iqa_v2_spaq_min": 0.28697774867818815, "iqa_v2_spaq_max": 0.28697774867818815, "iqa_v2_clive_mean": 0.3060463414047704, "iqa_v2_clive_min": 0.3060463414047704, "iqa_v2_clive_max": 0.3060463414047704, "iqa_v2_koniq10k_mean": 0.6238274237122199, "iqa_v2_koniq10k_min": 0.6238274237122199, "iqa_v2_koniq10k_max": 0.6238274237122199, "imdecont": { "jpg": 0.542461097240448 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.542461097240448, "imdecont_mean": 0.542461097240448, "imdecont_min": 0.542461097240448, "clip_score_clip_vitl14_224_prev_turn_only_min": 35.4375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 35.4375, "clip_score_clip_vitl14_224_prev_turn_only_max": 35.4375, "clip_score_dfn_public_prev_turn_only_min": 4.80078125, "clip_score_dfn_public_prev_turn_only_mean": 4.80078125, "clip_score_dfn_public_prev_turn_only_max": 4.80078125, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.578125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.578125, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.578125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 32.15625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 32.15625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 32.15625, "clip_score_clip_vitl14_224_next_turn_only_min": 31.671875, "clip_score_clip_vitl14_224_next_turn_only_mean": 31.671875, "clip_score_clip_vitl14_224_next_turn_only_max": 31.671875, "clip_score_dfn_public_next_turn_only_min": 4.48046875, "clip_score_dfn_public_next_turn_only_mean": 4.48046875, "clip_score_dfn_public_next_turn_only_max": 4.48046875, "clip_score_siglip2_b16_224_next_turn_only_min": 5.46875, "clip_score_siglip2_b16_224_next_turn_only_mean": 5.46875, "clip_score_siglip2_b16_224_next_turn_only_max": 5.46875, "clip_score_longclip_vitl14_224_next_turn_only_min": 29.78125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 29.78125, "clip_score_longclip_vitl14_224_next_turn_only_max": 29.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 35.0, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 35.0, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 35.0, "clip_score_dfn_public_prev_and_next_turn_min": 5.6875, "clip_score_dfn_public_prev_and_next_turn_mean": 5.6875, "clip_score_dfn_public_prev_and_next_turn_max": 5.6875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.71875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.71875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.71875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 30.15625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 30.15625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 30.15625, "im_height": { "jpg": 1904 }, "im_height_mean": 1904.0, "im_height_min": 1904, "im_height_max": 1904, "im_width": { "jpg": 1252 }, "im_width_mean": 1252.0, "im_width_min": 1252, "im_width_max": 1252, "im_ar": { "jpg": 0.6576 }, "im_ar_mean": 0.6576, "im_ar_min": 0.6576, "im_ar_max": 0.6576, "im_kilobytes": { "jpg": 6983.81 }, "im_kilobytes_mean": 6983.81, "im_kilobytes_min": 6983.81, "im_kilobytes_max": 6983.81, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 203.97 }, "im_clarity_mean": 203.97, "im_clarity_min": 203.97, "im_clarity_max": 203.97, "im_luma": { "jpg": 244.32 }, "im_luma_mean": 244.32, "im_luma_min": 244.32, "im_luma_max": 244.32, "im_saturation": { "jpg": 67.97 }, "im_saturation_mean": 67.97, "im_saturation_min": 67.97, "im_saturation_max": 67.97, "im_entropy": { "jpg": 1.38 }, "im_entropy_mean": 1.38, "im_entropy_min": 1.38, "im_entropy_max": 1.38, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999567, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.3184472669164624e-14, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 2.671542849107516e-20, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8617494702339172, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007766494527459145, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.007080486044287682, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9732434153556824, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.781356692314148, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9993205070495605, "text_quality_nvidia_edu_nemotron4_score": 2.6484375, "text_quality_nvidia_edu_mixtral_score": 2.3671875, "text_quality_dclmbaseline_fasttext_score": 0.9954597353935242, "text_quality_dolma3_fasttext_score": 0.5708505511283875, "custom_fasttext_val_fasttext_score": 0.0015416145324707031, "custom_fasttext_core_fasttext_score": 0.00022870302200317383, "custom_fasttext_val_clean_fasttext_score": 0.0033928751945495605, "custom_fasttext_core_clean_fasttext_score": 0.009051680564880371, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.359375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.015625, "within_sample_repetition_detection": 4.0 }, "98": { "detoxify": 1, "length_chars": 1468, "length_tokens": 2370, "length_tokens_text_only": 578, "length_tokens_trainable_only": 458, "length_images": 1, "iqa_live_mean": 0.29110085843789446, "iqa_live_min": 0.29110085843789446, "iqa_live_max": 0.29110085843789446, "iqa_csiq_mean": 0.42545396089553833, "iqa_csiq_min": 0.42545396089553833, "iqa_csiq_max": 0.42545396089553833, "iqa_tid2013_mean": 0.23311005698310003, "iqa_tid2013_min": 0.23311005698310003, "iqa_tid2013_max": 0.23311005698310003, "iqa_kadid10k_mean": 0.2801513671875, "iqa_kadid10k_min": 0.2801513671875, "iqa_kadid10k_max": 0.2801513671875, "iqa_flive_mean": 0.5259914205531881, "iqa_flive_min": 0.5259914205531881, "iqa_flive_max": 0.5259914205531881, "iqa_spaq_mean": 0.145721435546875, "iqa_spaq_min": 0.145721435546875, "iqa_spaq_max": 0.145721435546875, "iqa_clive_mean": 0.2727445737280027, "iqa_clive_min": 0.2727445737280027, "iqa_clive_max": 0.2727445737280027, "iqa_koniq10k_mean": 0.5791620196718159, "iqa_koniq10k_min": 0.5791620196718159, "iqa_koniq10k_max": 0.5791620196718159, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999999 }, { "lang": "la", "score": 1.4084704492101106e-16 }, { "lang": "fr", "score": 6.739813058793602e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8498620390892029 }, { "lang": "ko", "score": 0.007229658309370279 }, { "lang": "tr", "score": 0.007040986325591803 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.29110085843789446, "iqa_v2_live_min": 0.29110085843789446, "iqa_v2_live_max": 0.29110085843789446, "iqa_v2_csiq_mean": 0.42545396089553833, "iqa_v2_csiq_min": 0.42545396089553833, "iqa_v2_csiq_max": 0.42545396089553833, "iqa_v2_tid2013_mean": 0.23311005698310003, "iqa_v2_tid2013_min": 0.23311005698310003, "iqa_v2_tid2013_max": 0.23311005698310003, "iqa_v2_kadid10k_mean": 0.2801513671875, "iqa_v2_kadid10k_min": 0.2801513671875, "iqa_v2_kadid10k_max": 0.2801513671875, "iqa_v2_flive_mean": 0.5259914205531881, "iqa_v2_flive_min": 0.5259914205531881, "iqa_v2_flive_max": 0.5259914205531881, "iqa_v2_spaq_mean": 0.145721435546875, "iqa_v2_spaq_min": 0.145721435546875, "iqa_v2_spaq_max": 0.145721435546875, "iqa_v2_clive_mean": 0.2727445737280027, "iqa_v2_clive_min": 0.2727445737280027, "iqa_v2_clive_max": 0.2727445737280027, "iqa_v2_koniq10k_mean": 0.5791620196718159, "iqa_v2_koniq10k_min": 0.5791620196718159, "iqa_v2_koniq10k_max": 0.5791620196718159, "imdecont": { "jpg": 0.48601603507995605 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.48601603507995605, "imdecont_mean": 0.48601603507995605, "imdecont_min": 0.48601603507995605, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.125, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.125, "clip_score_dfn_public_prev_turn_only_min": 2.892578125, "clip_score_dfn_public_prev_turn_only_mean": 2.892578125, "clip_score_dfn_public_prev_turn_only_max": 2.892578125, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.5625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.5625, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.5625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.6875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.6875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.6875, "clip_score_clip_vitl14_224_next_turn_only_min": 26.828125, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.828125, "clip_score_clip_vitl14_224_next_turn_only_max": 26.828125, "clip_score_dfn_public_next_turn_only_min": 3.142578125, "clip_score_dfn_public_next_turn_only_mean": 3.142578125, "clip_score_dfn_public_next_turn_only_max": 3.142578125, "clip_score_siglip2_b16_224_next_turn_only_min": 0.8125, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.8125, "clip_score_siglip2_b16_224_next_turn_only_max": 0.8125, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.6875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.6875, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.125, "clip_score_dfn_public_prev_and_next_turn_min": 2.892578125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.892578125, "clip_score_dfn_public_prev_and_next_turn_max": 2.892578125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.078125, "im_height": { "jpg": 4212 }, "im_height_mean": 4212.0, "im_height_min": 4212, "im_height_max": 4212, "im_width": { "jpg": 2585 }, "im_width_mean": 2585.0, "im_width_min": 2585, "im_width_max": 2585, "im_ar": { "jpg": 0.6137 }, "im_ar_mean": 0.6137, "im_ar_min": 0.6137, "im_ar_max": 0.6137, "im_kilobytes": { "jpg": 31898.5 }, "im_kilobytes_mean": 31898.5, "im_kilobytes_min": 31898.5, "im_kilobytes_max": 31898.5, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 92.86 }, "im_clarity_mean": 92.86, "im_clarity_min": 92.86, "im_clarity_max": 92.86, "im_luma": { "jpg": 231.68 }, "im_luma_mean": 231.68, "im_luma_min": 231.68, "im_luma_max": 231.68, "im_saturation": { "jpg": 27.32 }, "im_saturation_mean": 27.32, "im_saturation_min": 27.32, "im_saturation_max": 27.32, "im_entropy": { "jpg": 1.38 }, "im_entropy_mean": 1.38, "im_entropy_min": 1.38, "im_entropy_max": 1.38, "unifilter_score_qwen2_5_1_5b": -2.744140625, "unifilter_score_qwen3_0_6b": -1.0673828125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999999, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.4084704492101106e-16, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 6.739813058793602e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8498620390892029, "language_detection_annotation_nllb_1_lan": "ko", "language_detection_annotation_nllb_1_score": 0.007229658309370279, "language_detection_annotation_nllb_2_lan": "tr", "language_detection_annotation_nllb_2_score": 0.007040986325591803, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9924535155296326, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5843775868415833, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9987599849700928, "text_quality_nvidia_edu_nemotron4_score": 2.40625, "text_quality_nvidia_edu_mixtral_score": 2.41015625, "text_quality_dclmbaseline_fasttext_score": 0.9984732866287231, "text_quality_dolma3_fasttext_score": 0.9998185038566589, "custom_fasttext_val_fasttext_score": 0.002072632312774658, "custom_fasttext_core_fasttext_score": 3.170967102050781e-05, "custom_fasttext_val_clean_fasttext_score": 0.0016986727714538574, "custom_fasttext_core_clean_fasttext_score": 0.00021153688430786133, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.89453125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.87109375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0234375, "within_sample_repetition_detection": 4.0 }, "95": { "detoxify": 1, "length_chars": 273, "length_tokens": 2690, "length_tokens_text_only": 131, "length_tokens_trainable_only": 65, "length_images": 1, "iqa_live_mean": 0.312565504902541, "iqa_live_min": 0.312565504902541, "iqa_live_max": 0.312565504902541, "iqa_csiq_mean": 0.4326938986778259, "iqa_csiq_min": 0.4326938986778259, "iqa_csiq_max": 0.4326938986778259, "iqa_tid2013_mean": 0.18862220976087782, "iqa_tid2013_min": 0.18862220976087782, "iqa_tid2013_max": 0.18862220976087782, "iqa_kadid10k_mean": 0.1124267578125, "iqa_kadid10k_min": 0.1124267578125, "iqa_kadid10k_max": 0.1124267578125, "iqa_flive_mean": 0.513049501361269, "iqa_flive_min": 0.513049501361269, "iqa_flive_max": 0.513049501361269, "iqa_spaq_mean": 0.25951562746606693, "iqa_spaq_min": 0.25951562746606693, "iqa_spaq_max": 0.25951562746606693, "iqa_clive_mean": 0.3771479828189118, "iqa_clive_min": 0.3771479828189118, "iqa_clive_max": 0.3771479828189118, "iqa_koniq10k_mean": 0.5575395449243411, "iqa_koniq10k_min": 0.5575395449243411, "iqa_koniq10k_max": 0.5575395449243411, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999991382071781 }, { "lang": "la", "score": 8.613990702818081e-07 }, { "lang": "pt", "score": 2.5182275258645596e-10 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8081836700439453 }, { "lang": "es", "score": 0.015794474631547928 }, { "lang": "id", "score": 0.009097881615161896 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.312565504902541, "iqa_v2_live_min": 0.312565504902541, "iqa_v2_live_max": 0.312565504902541, "iqa_v2_csiq_mean": 0.4326938986778259, "iqa_v2_csiq_min": 0.4326938986778259, "iqa_v2_csiq_max": 0.4326938986778259, "iqa_v2_tid2013_mean": 0.18862220976087782, "iqa_v2_tid2013_min": 0.18862220976087782, "iqa_v2_tid2013_max": 0.18862220976087782, "iqa_v2_kadid10k_mean": 0.1124267578125, "iqa_v2_kadid10k_min": 0.1124267578125, "iqa_v2_kadid10k_max": 0.1124267578125, "iqa_v2_flive_mean": 0.513049501361269, "iqa_v2_flive_min": 0.513049501361269, "iqa_v2_flive_max": 0.513049501361269, "iqa_v2_spaq_mean": 0.25951562746606693, "iqa_v2_spaq_min": 0.25951562746606693, "iqa_v2_spaq_max": 0.25951562746606693, "iqa_v2_clive_mean": 0.3771479828189118, "iqa_v2_clive_min": 0.3771479828189118, "iqa_v2_clive_max": 0.3771479828189118, "iqa_v2_koniq10k_mean": 0.5575395449243411, "iqa_v2_koniq10k_min": 0.5575395449243411, "iqa_v2_koniq10k_max": 0.5575395449243411, "imdecont": { "jpg": 0.6755088567733765 }, "imdecont_image_match": { "jpg": 206566 }, "imdecont_max": 0.6755088567733765, "imdecont_mean": 0.6755088567733765, "imdecont_min": 0.6755088567733765, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.390625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.390625, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.390625, "clip_score_dfn_public_prev_turn_only_min": 3.748046875, "clip_score_dfn_public_prev_turn_only_mean": 3.748046875, "clip_score_dfn_public_prev_turn_only_max": 3.748046875, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.078125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.078125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.078125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.890625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.890625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.890625, "clip_score_clip_vitl14_224_next_turn_only_min": 23.609375, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.609375, "clip_score_clip_vitl14_224_next_turn_only_max": 23.609375, "clip_score_dfn_public_next_turn_only_min": 2.8984375, "clip_score_dfn_public_next_turn_only_mean": 2.8984375, "clip_score_dfn_public_next_turn_only_max": 2.8984375, "clip_score_siglip2_b16_224_next_turn_only_min": 2.28125, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.28125, "clip_score_siglip2_b16_224_next_turn_only_max": 2.28125, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.734375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.734375, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.46875, "clip_score_dfn_public_prev_and_next_turn_min": 3.51953125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.51953125, "clip_score_dfn_public_prev_and_next_turn_max": 3.51953125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.34375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.34375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.390625, "im_height": { "jpg": 1722 }, "im_height_mean": 1722.0, "im_height_min": 1722, "im_height_max": 1722, "im_width": { "jpg": 1971 }, "im_width_mean": 1971.0, "im_width_min": 1971, "im_width_max": 1971, "im_ar": { "jpg": 1.1446 }, "im_ar_mean": 1.1446, "im_ar_min": 1.1446, "im_ar_max": 1.1446, "im_kilobytes": { "jpg": 9943.54 }, "im_kilobytes_mean": 9943.54, "im_kilobytes_min": 9943.54, "im_kilobytes_max": 9943.54, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 207.72 }, "im_clarity_mean": 207.72, "im_clarity_min": 207.72, "im_clarity_max": 207.72, "im_luma": { "jpg": 193.04 }, "im_luma_mean": 193.04, "im_luma_min": 193.04, "im_luma_max": 193.04, "im_saturation": { "jpg": 119.76 }, "im_saturation_mean": 119.76, "im_saturation_min": 119.76, "im_saturation_max": 119.76, "im_entropy": { "jpg": 0.98 }, "im_entropy_mean": 0.98, "im_entropy_min": 0.98, "im_entropy_max": 0.98, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999991382071781, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 8.613990702818081e-07, "language_detection_annotation_lingua_2_lan": "pt", "language_detection_annotation_lingua_2_score": 2.5182275258645596e-10, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8081836700439453, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.015794474631547928, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.009097881615161896, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9809003472328186, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7632344961166382, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9994317889213562, "text_quality_nvidia_edu_nemotron4_score": 2.521484375, "text_quality_nvidia_edu_mixtral_score": 2.408203125, "text_quality_dclmbaseline_fasttext_score": 0.9999558925628662, "text_quality_dolma3_fasttext_score": 0.9998660087585449, "custom_fasttext_val_fasttext_score": 0.0005055665969848633, "custom_fasttext_core_fasttext_score": 1.1920928955078125e-05, "custom_fasttext_val_clean_fasttext_score": 0.00043207406997680664, "custom_fasttext_core_clean_fasttext_score": 5.996227264404297e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.390625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.578125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1875, "within_sample_repetition_detection": 7.0 }, "96": { "detoxify": 1, "length_chars": 617, "length_tokens": 1296, "length_tokens_text_only": 272, "length_tokens_trainable_only": 174, "length_images": 1, "iqa_live_mean": 0.3932947101015033, "iqa_live_min": 0.3932947101015033, "iqa_live_max": 0.3932947101015033, "iqa_csiq_mean": 0.526188313961029, "iqa_csiq_min": 0.526188313961029, "iqa_csiq_max": 0.526188313961029, "iqa_tid2013_mean": 0.37699026531643337, "iqa_tid2013_min": 0.37699026531643337, "iqa_tid2013_max": 0.37699026531643337, "iqa_kadid10k_mean": 0.2891845703125, "iqa_kadid10k_min": 0.2891845703125, "iqa_kadid10k_max": 0.2891845703125, "iqa_flive_mean": 0.6824781629774306, "iqa_flive_min": 0.6824781629774306, "iqa_flive_max": 0.6824781629774306, "iqa_spaq_mean": 0.4704333989307134, "iqa_spaq_min": 0.4704333989307134, "iqa_spaq_max": 0.4704333989307134, "iqa_clive_mean": 0.4443828313037603, "iqa_clive_min": 0.4443828313037603, "iqa_clive_max": 0.4443828313037603, "iqa_koniq10k_mean": 0.4942504035101997, "iqa_koniq10k_min": 0.4942504035101997, "iqa_koniq10k_max": 0.4942504035101997, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999973 }, { "lang": "la", "score": 2.6758101276460043e-15 }, { "lang": "tl", "score": 1.9290712303025196e-19 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8351723551750183 }, { "lang": "it", "score": 0.00758170522749424 }, { "lang": "ru", "score": 0.006991538219153881 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3932947101015033, "iqa_v2_live_min": 0.3932947101015033, "iqa_v2_live_max": 0.3932947101015033, "iqa_v2_csiq_mean": 0.526188313961029, "iqa_v2_csiq_min": 0.526188313961029, "iqa_v2_csiq_max": 0.526188313961029, "iqa_v2_tid2013_mean": 0.37699026531643337, "iqa_v2_tid2013_min": 0.37699026531643337, "iqa_v2_tid2013_max": 0.37699026531643337, "iqa_v2_kadid10k_mean": 0.2889404296875, "iqa_v2_kadid10k_min": 0.2889404296875, "iqa_v2_kadid10k_max": 0.2889404296875, "iqa_v2_flive_mean": 0.6824781629774306, "iqa_v2_flive_min": 0.6824781629774306, "iqa_v2_flive_max": 0.6824781629774306, "iqa_v2_spaq_mean": 0.47041367039535986, "iqa_v2_spaq_min": 0.47041367039535986, "iqa_v2_spaq_max": 0.47041367039535986, "iqa_v2_clive_mean": 0.4443828313037603, "iqa_v2_clive_min": 0.4443828313037603, "iqa_v2_clive_max": 0.4443828313037603, "iqa_v2_koniq10k_mean": 0.4943293176516138, "iqa_v2_koniq10k_min": 0.4943293176516138, "iqa_v2_koniq10k_max": 0.4943293176516138, "imdecont": { "jpg": 0.5226446390151978 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5226446390151978, "imdecont_mean": 0.5226446390151978, "imdecont_min": 0.5226446390151978, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.640625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.640625, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.640625, "clip_score_dfn_public_prev_turn_only_min": 4.40234375, "clip_score_dfn_public_prev_turn_only_mean": 4.40234375, "clip_score_dfn_public_prev_turn_only_max": 4.40234375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.453125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.453125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.453125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.6875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.6875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.6875, "clip_score_clip_vitl14_224_next_turn_only_min": 28.953125, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.953125, "clip_score_clip_vitl14_224_next_turn_only_max": 28.953125, "clip_score_dfn_public_next_turn_only_min": 2.69140625, "clip_score_dfn_public_next_turn_only_mean": 2.69140625, "clip_score_dfn_public_next_turn_only_max": 2.69140625, "clip_score_siglip2_b16_224_next_turn_only_min": 2.484375, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.484375, "clip_score_siglip2_b16_224_next_turn_only_max": 2.484375, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.34375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.34375, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.09375, "clip_score_dfn_public_prev_and_next_turn_min": 4.375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.375, "clip_score_dfn_public_prev_and_next_turn_max": 4.375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.453125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.453125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.453125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.921875, "im_height": { "jpg": 518 }, "im_height_mean": 518.0, "im_height_min": 518, "im_height_max": 518, "im_width": { "jpg": 1489 }, "im_width_mean": 1489.0, "im_width_min": 1489, "im_width_max": 1489, "im_ar": { "jpg": 2.8745 }, "im_ar_mean": 2.8745, "im_ar_min": 2.8745, "im_ar_max": 2.8745, "im_kilobytes": { "jpg": 2259.67 }, "im_kilobytes_mean": 2259.67, "im_kilobytes_min": 2259.67, "im_kilobytes_max": 2259.67, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 407.4 }, "im_clarity_mean": 407.4, "im_clarity_min": 407.4, "im_clarity_max": 407.4, "im_luma": { "jpg": 207.04 }, "im_luma_mean": 207.04, "im_luma_min": 207.04, "im_luma_max": 207.04, "im_saturation": { "jpg": 110.86 }, "im_saturation_mean": 110.86, "im_saturation_min": 110.86, "im_saturation_max": 110.86, "im_entropy": { "jpg": 1.72 }, "im_entropy_mean": 1.72, "im_entropy_min": 1.72, "im_entropy_max": 1.72, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999973, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.6758101276460043e-15, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.9290712303025196e-19, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8351723551750183, "language_detection_annotation_nllb_1_lan": "it", "language_detection_annotation_nllb_1_score": 0.00758170522749424, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.006991538219153881, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9720426797866821, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7984573245048523, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9988688826560974, "text_quality_nvidia_edu_nemotron4_score": 2.392578125, "text_quality_nvidia_edu_mixtral_score": 2.25, "text_quality_dclmbaseline_fasttext_score": 0.9997020959854126, "text_quality_dolma3_fasttext_score": 0.9999915361404419, "custom_fasttext_val_fasttext_score": 0.00043898820877075195, "custom_fasttext_core_fasttext_score": 9.5367431640625e-06, "custom_fasttext_val_clean_fasttext_score": 0.004607260227203369, "custom_fasttext_core_clean_fasttext_score": 0.00220566987991333, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.34375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.3984375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0546875, "within_sample_repetition_detection": 6.0 }, "94": { "detoxify": 1, "length_chars": 1144, "length_tokens": 2311, "length_tokens_text_only": 519, "length_tokens_trainable_only": 386, "length_images": 1, "iqa_live_mean": 0.3051475756096117, "iqa_live_min": 0.3051475756096117, "iqa_live_max": 0.3051475756096117, "iqa_csiq_mean": 0.43861812353134155, "iqa_csiq_min": 0.43861812353134155, "iqa_csiq_max": 0.43861812353134155, "iqa_tid2013_mean": 0.2667472097608778, "iqa_tid2013_min": 0.2667472097608778, "iqa_tid2013_max": 0.2667472097608778, "iqa_kadid10k_mean": 0.2659912109375, "iqa_kadid10k_min": 0.2659912109375, "iqa_kadid10k_max": 0.2659912109375, "iqa_flive_mean": 0.5387755114622791, "iqa_flive_min": 0.5387755114622791, "iqa_flive_max": 0.5387755114622791, "iqa_spaq_mean": 0.1681330517084912, "iqa_spaq_min": 0.1681330517084912, "iqa_spaq_max": 0.1681330517084912, "iqa_clive_mean": 0.2762167959502249, "iqa_clive_min": 0.2762167959502249, "iqa_clive_max": 0.2762167959502249, "iqa_koniq10k_mean": 0.5949448479546442, "iqa_koniq10k_min": 0.5949448479546442, "iqa_koniq10k_max": 0.5949448479546442, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 4.978325618178481e-18 }, { "lang": "de", "score": 5.368939601319113e-25 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8070447444915771 }, { "lang": "tr", "score": 0.00960260909050703 }, { "lang": "ru", "score": 0.008535273373126984 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3051475756096117, "iqa_v2_live_min": 0.3051475756096117, "iqa_v2_live_max": 0.3051475756096117, "iqa_v2_csiq_mean": 0.43861812353134155, "iqa_v2_csiq_min": 0.43861812353134155, "iqa_v2_csiq_max": 0.43861812353134155, "iqa_v2_tid2013_mean": 0.2667472097608778, "iqa_v2_tid2013_min": 0.2667472097608778, "iqa_v2_tid2013_max": 0.2667472097608778, "iqa_v2_kadid10k_mean": 0.2659912109375, "iqa_v2_kadid10k_min": 0.2659912109375, "iqa_v2_kadid10k_max": 0.2659912109375, "iqa_v2_flive_mean": 0.5387755114622791, "iqa_v2_flive_min": 0.5387755114622791, "iqa_v2_flive_max": 0.5387755114622791, "iqa_v2_spaq_mean": 0.1681330517084912, "iqa_v2_spaq_min": 0.1681330517084912, "iqa_v2_spaq_max": 0.1681330517084912, "iqa_v2_clive_mean": 0.2762167959502249, "iqa_v2_clive_min": 0.2762167959502249, "iqa_v2_clive_max": 0.2762167959502249, "iqa_v2_koniq10k_mean": 0.5949448479546442, "iqa_v2_koniq10k_min": 0.5949448479546442, "iqa_v2_koniq10k_max": 0.5949448479546442, "imdecont": { "jpg": 0.4414128065109253 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.4414128065109253, "imdecont_mean": 0.4414128065109253, "imdecont_min": 0.4414128065109253, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.046875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.046875, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.046875, "clip_score_dfn_public_prev_turn_only_min": 4.77734375, "clip_score_dfn_public_prev_turn_only_mean": 4.77734375, "clip_score_dfn_public_prev_turn_only_max": 4.77734375, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.703125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.703125, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.703125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.734375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.734375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.734375, "clip_score_clip_vitl14_224_next_turn_only_min": 25.140625, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.140625, "clip_score_clip_vitl14_224_next_turn_only_max": 25.140625, "clip_score_dfn_public_next_turn_only_min": 4.171875, "clip_score_dfn_public_next_turn_only_mean": 4.171875, "clip_score_dfn_public_next_turn_only_max": 4.171875, "clip_score_siglip2_b16_224_next_turn_only_min": 1.046875, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.046875, "clip_score_siglip2_b16_224_next_turn_only_max": 1.046875, "clip_score_longclip_vitl14_224_next_turn_only_min": 27.046875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 27.046875, "clip_score_longclip_vitl14_224_next_turn_only_max": 27.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.046875, "clip_score_dfn_public_prev_and_next_turn_min": 4.77734375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.77734375, "clip_score_dfn_public_prev_and_next_turn_max": 4.77734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.703125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.703125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.75, "im_height": { "jpg": 2877 }, "im_height_mean": 2877.0, "im_height_min": 2877, "im_height_max": 2877, "im_width": { "jpg": 4245 }, "im_width_mean": 4245.0, "im_width_min": 4245, "im_width_max": 4245, "im_ar": { "jpg": 1.4755 }, "im_ar_mean": 1.4755, "im_ar_min": 1.4755, "im_ar_max": 1.4755, "im_kilobytes": { "jpg": 35779.88 }, "im_kilobytes_mean": 35779.88, "im_kilobytes_min": 35779.88, "im_kilobytes_max": 35779.88, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 97.64 }, "im_clarity_mean": 97.64, "im_clarity_min": 97.64, "im_clarity_max": 97.64, "im_luma": { "jpg": 238.68 }, "im_luma_mean": 238.68, "im_luma_min": 238.68, "im_luma_max": 238.68, "im_saturation": { "jpg": 40.16 }, "im_saturation_mean": 40.16, "im_saturation_min": 40.16, "im_saturation_max": 40.16, "im_entropy": { "jpg": 1.74 }, "im_entropy_mean": 1.74, "im_entropy_min": 1.74, "im_entropy_max": 1.74, "unifilter_score_qwen2_5_1_5b": 0.33056640625, "unifilter_score_qwen3_0_6b": -0.3408203125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.978325618178481e-18, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 5.368939601319113e-25, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8070447444915771, "language_detection_annotation_nllb_1_lan": "tr", "language_detection_annotation_nllb_1_score": 0.00960260909050703, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.008535273373126984, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9931238293647766, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8689292073249817, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996380805969238, "text_quality_nvidia_edu_nemotron4_score": 2.333984375, "text_quality_nvidia_edu_mixtral_score": 2.44921875, "text_quality_dclmbaseline_fasttext_score": 0.9997192025184631, "text_quality_dolma3_fasttext_score": 0.9999203681945801, "custom_fasttext_val_fasttext_score": 0.003303349018096924, "custom_fasttext_core_fasttext_score": 0.00020831823348999023, "custom_fasttext_val_clean_fasttext_score": 0.010708808898925781, "custom_fasttext_core_clean_fasttext_score": 0.0011229515075683594, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.8828125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0078125, "within_sample_repetition_detection": 7.0 }, "99": { "detoxify": 1, "length_chars": 640, "length_tokens": 2582, "length_tokens_text_only": 278, "length_tokens_trainable_only": 175, "length_images": 1, "iqa_live_mean": 0.5525039904045336, "iqa_live_min": 0.5525039904045336, "iqa_live_max": 0.5525039904045336, "iqa_csiq_mean": 0.656315267086029, "iqa_csiq_min": 0.656315267086029, "iqa_csiq_max": 0.656315267086029, "iqa_tid2013_mean": 0.4456480344136556, "iqa_tid2013_min": 0.4456480344136556, "iqa_tid2013_max": 0.4456480344136556, "iqa_kadid10k_mean": 0.4600830078125, "iqa_kadid10k_min": 0.4600830078125, "iqa_kadid10k_max": 0.4600830078125, "iqa_flive_mean": 0.6881205240885417, "iqa_flive_min": 0.6881205240885417, "iqa_flive_max": 0.6881205240885417, "iqa_spaq_mean": 0.46049021711253163, "iqa_spaq_min": 0.46049021711253163, "iqa_spaq_max": 0.46049021711253163, "iqa_clive_mean": 0.4577193212027502, "iqa_clive_min": 0.4577193212027502, "iqa_clive_max": 0.4577193212027502, "iqa_koniq10k_mean": 0.6815925366950758, "iqa_koniq10k_min": 0.6815925366950758, "iqa_koniq10k_max": 0.6815925366950758, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 3.346738975936438e-19 }, { "lang": "tl", "score": 1.7784878068328712e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8634359836578369 }, { "lang": "ru", "score": 0.005561844911426306 }, { "lang": "id", "score": 0.004787938669323921 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5525039904045336, "iqa_v2_live_min": 0.5525039904045336, "iqa_v2_live_max": 0.5525039904045336, "iqa_v2_csiq_mean": 0.656315267086029, "iqa_v2_csiq_min": 0.656315267086029, "iqa_v2_csiq_max": 0.656315267086029, "iqa_v2_tid2013_mean": 0.4456480344136556, "iqa_v2_tid2013_min": 0.4456480344136556, "iqa_v2_tid2013_max": 0.4456480344136556, "iqa_v2_kadid10k_mean": 0.4600830078125, "iqa_v2_kadid10k_min": 0.4600830078125, "iqa_v2_kadid10k_max": 0.4600830078125, "iqa_v2_flive_mean": 0.6881205240885417, "iqa_v2_flive_min": 0.6881205240885417, "iqa_v2_flive_max": 0.6881205240885417, "iqa_v2_spaq_mean": 0.46049021711253163, "iqa_v2_spaq_min": 0.46049021711253163, "iqa_v2_spaq_max": 0.46049021711253163, "iqa_v2_clive_mean": 0.4577193212027502, "iqa_v2_clive_min": 0.4577193212027502, "iqa_v2_clive_max": 0.4577193212027502, "iqa_v2_koniq10k_mean": 0.6815925366950758, "iqa_v2_koniq10k_min": 0.6815925366950758, "iqa_v2_koniq10k_max": 0.6815925366950758, "imdecont": { "jpg": 0.4671561121940613 }, "imdecont_image_match": { "jpg": 87110 }, "imdecont_max": 0.4671561121940613, "imdecont_mean": 0.4671561121940613, "imdecont_min": 0.4671561121940613, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.59375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.59375, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.59375, "clip_score_dfn_public_prev_turn_only_min": 3.177734375, "clip_score_dfn_public_prev_turn_only_mean": 3.177734375, "clip_score_dfn_public_prev_turn_only_max": 3.177734375, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.15625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.15625, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.15625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.25, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.25, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.25, "clip_score_clip_vitl14_224_next_turn_only_min": 26.65625, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.65625, "clip_score_clip_vitl14_224_next_turn_only_max": 26.65625, "clip_score_dfn_public_next_turn_only_min": 3.849609375, "clip_score_dfn_public_next_turn_only_mean": 3.849609375, "clip_score_dfn_public_next_turn_only_max": 3.849609375, "clip_score_siglip2_b16_224_next_turn_only_min": 5.375, "clip_score_siglip2_b16_224_next_turn_only_mean": 5.375, "clip_score_siglip2_b16_224_next_turn_only_max": 5.375, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.25, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.25, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.25, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.21875, "clip_score_dfn_public_prev_and_next_turn_min": 3.86328125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.86328125, "clip_score_dfn_public_prev_and_next_turn_max": 3.86328125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.34375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.34375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.078125, "im_height": { "jpg": 1093 }, "im_height_mean": 1093.0, "im_height_min": 1093, "im_height_max": 1093, "im_width": { "jpg": 2417 }, "im_width_mean": 2417.0, "im_width_min": 2417, "im_width_max": 2417, "im_ar": { "jpg": 2.2113 }, "im_ar_mean": 2.2113, "im_ar_min": 2.2113, "im_ar_max": 2.2113, "im_kilobytes": { "jpg": 7739.59 }, "im_kilobytes_mean": 7739.59, "im_kilobytes_min": 7739.59, "im_kilobytes_max": 7739.59, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 212.71 }, "im_clarity_mean": 212.71, "im_clarity_min": 212.71, "im_clarity_max": 212.71, "im_luma": { "jpg": 226.53 }, "im_luma_mean": 226.53, "im_luma_min": 226.53, "im_luma_max": 226.53, "im_saturation": { "jpg": 65.43 }, "im_saturation_mean": 65.43, "im_saturation_min": 65.43, "im_saturation_max": 65.43, "im_entropy": { "jpg": 1.93 }, "im_entropy_mean": 1.93, "im_entropy_min": 1.93, "im_entropy_max": 1.93, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.346738975936438e-19, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.7784878068328712e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8634359836578369, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005561844911426306, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.004787938669323921, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9915370941162109, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5998334288597107, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996656179428101, "text_quality_nvidia_edu_nemotron4_score": 2.1171875, "text_quality_nvidia_edu_mixtral_score": 2.044921875, "text_quality_dclmbaseline_fasttext_score": 0.9605357050895691, "text_quality_dolma3_fasttext_score": 0.9669716954231262, "custom_fasttext_val_fasttext_score": 0.002246856689453125, "custom_fasttext_core_fasttext_score": 9.500980377197266e-05, "custom_fasttext_val_clean_fasttext_score": 0.0011083483695983887, "custom_fasttext_core_clean_fasttext_score": 3.993511199951172e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.546875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.5234375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0234375, "within_sample_repetition_detection": 8.0 }, "100": { "detoxify": 1, "length_chars": 1271, "length_tokens": 3752, "length_tokens_text_only": 424, "length_tokens_trainable_only": 313, "length_images": 1, "iqa_live_mean": 0.5050864556823114, "iqa_live_min": 0.5050864556823114, "iqa_live_max": 0.5050864556823114, "iqa_csiq_mean": 0.612858235836029, "iqa_csiq_min": 0.612858235836029, "iqa_csiq_max": 0.612858235836029, "iqa_tid2013_mean": 0.3523591889275445, "iqa_tid2013_min": 0.3523591889275445, "iqa_tid2013_max": 0.3523591889275445, "iqa_kadid10k_mean": 0.3892822265625, "iqa_kadid10k_min": 0.3892822265625, "iqa_kadid10k_max": 0.3892822265625, "iqa_flive_mean": 0.6638149685329862, "iqa_flive_min": 0.6638149685329862, "iqa_flive_max": 0.6638149685329862, "iqa_spaq_mean": 0.4251958673650569, "iqa_spaq_min": 0.4251958673650569, "iqa_spaq_max": 0.4251958673650569, "iqa_clive_mean": 0.4573839361017401, "iqa_clive_min": 0.4573839361017401, "iqa_clive_max": 0.4573839361017401, "iqa_koniq10k_mean": 0.6304562115910078, "iqa_koniq10k_min": 0.6304562115910078, "iqa_koniq10k_max": 0.6304562115910078, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 3.0083134304299773e-27 }, { "lang": "eo", "score": 6.401060411380963e-28 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.882853090763092 }, { "lang": "ru", "score": 0.00518591795116663 }, { "lang": "vi", "score": 0.005153501871973276 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5050568628792811, "iqa_v2_live_min": 0.5050568628792811, "iqa_v2_live_max": 0.5050568628792811, "iqa_v2_csiq_mean": 0.612858235836029, "iqa_v2_csiq_min": 0.612858235836029, "iqa_v2_csiq_max": 0.612858235836029, "iqa_v2_tid2013_mean": 0.3523591889275445, "iqa_v2_tid2013_min": 0.3523591889275445, "iqa_v2_tid2013_max": 0.3523591889275445, "iqa_v2_kadid10k_mean": 0.3892822265625, "iqa_v2_kadid10k_min": 0.3892822265625, "iqa_v2_kadid10k_max": 0.3892822265625, "iqa_v2_flive_mean": 0.663696597320865, "iqa_v2_flive_min": 0.663696597320865, "iqa_v2_flive_max": 0.663696597320865, "iqa_v2_spaq_mean": 0.42511695322364274, "iqa_v2_spaq_min": 0.42511695322364274, "iqa_v2_spaq_max": 0.42511695322364274, "iqa_v2_clive_mean": 0.45734447903103304, "iqa_v2_clive_min": 0.45734447903103304, "iqa_v2_clive_max": 0.45734447903103304, "iqa_v2_koniq10k_mean": 0.6304562115910078, "iqa_v2_koniq10k_min": 0.6304562115910078, "iqa_v2_koniq10k_max": 0.6304562115910078, "imdecont": { "jpg": 0.4826778173446655 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.4826778173446655, "imdecont_mean": 0.4826778173446655, "imdecont_min": 0.4826778173446655, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.6875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.6875, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.6875, "clip_score_dfn_public_prev_turn_only_min": 4.18359375, "clip_score_dfn_public_prev_turn_only_mean": 4.18359375, "clip_score_dfn_public_prev_turn_only_max": 4.18359375, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.59375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.59375, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.59375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.8125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.8125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.8125, "clip_score_clip_vitl14_224_next_turn_only_min": 27.375, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.375, "clip_score_clip_vitl14_224_next_turn_only_max": 27.375, "clip_score_dfn_public_next_turn_only_min": 5.40234375, "clip_score_dfn_public_next_turn_only_mean": 5.40234375, "clip_score_dfn_public_next_turn_only_max": 5.40234375, "clip_score_siglip2_b16_224_next_turn_only_min": 0.53125, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.53125, "clip_score_siglip2_b16_224_next_turn_only_max": 0.53125, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.296875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.296875, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.78125, "clip_score_dfn_public_prev_and_next_turn_min": 4.3046875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.3046875, "clip_score_dfn_public_prev_and_next_turn_max": 4.3046875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.34375, "im_height": { "jpg": 2376 }, "im_height_mean": 2376.0, "im_height_min": 2376, "im_height_max": 2376, "im_width": { "jpg": 1930 }, "im_width_mean": 1930.0, "im_width_min": 1930, "im_width_max": 1930, "im_ar": { "jpg": 0.8123 }, "im_ar_mean": 0.8123, "im_ar_min": 0.8123, "im_ar_max": 0.8123, "im_kilobytes": { "jpg": 13434.61 }, "im_kilobytes_mean": 13434.61, "im_kilobytes_min": 13434.61, "im_kilobytes_max": 13434.61, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 161.15 }, "im_clarity_mean": 161.15, "im_clarity_min": 161.15, "im_clarity_max": 161.15, "im_luma": { "jpg": 197.56 }, "im_luma_mean": 197.56, "im_luma_min": 197.56, "im_luma_max": 197.56, "im_saturation": { "jpg": 68.53 }, "im_saturation_mean": 68.53, "im_saturation_min": 68.53, "im_saturation_max": 68.53, "im_entropy": { "jpg": 1.84 }, "im_entropy_mean": 1.84, "im_entropy_min": 1.84, "im_entropy_max": 1.84, "unifilter_score_qwen2_5_1_5b": -0.03289794921875, "unifilter_score_qwen3_0_6b": 1.47265625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.0083134304299773e-27, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 6.401060411380963e-28, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.882853090763092, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.00518591795116663, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.005153501871973276, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9855859875679016, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.875982940196991, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996851682662964, "text_quality_nvidia_edu_nemotron4_score": 2.86328125, "text_quality_nvidia_edu_mixtral_score": 2.8203125, "text_quality_dclmbaseline_fasttext_score": 0.9999065399169922, "text_quality_dolma3_fasttext_score": 0.9999065399169922, "custom_fasttext_val_fasttext_score": 0.00047576427459716797, "custom_fasttext_core_fasttext_score": 5.245208740234375e-06, "custom_fasttext_val_clean_fasttext_score": 0.001973748207092285, "custom_fasttext_core_clean_fasttext_score": 0.00036334991455078125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.953125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.921875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.03125, "within_sample_repetition_detection": 6.0 }, "101": { "detoxify": 1, "length_chars": 1147, "length_tokens": 3790, "length_tokens_text_only": 462, "length_tokens_trainable_only": 329, "length_images": 1, "iqa_live_mean": 0.36251815641769247, "iqa_live_min": 0.36251815641769247, "iqa_live_max": 0.36251815641769247, "iqa_csiq_mean": 0.48004573583602905, "iqa_csiq_min": 0.48004573583602905, "iqa_csiq_max": 0.48004573583602905, "iqa_tid2013_mean": 0.2889911333719889, "iqa_tid2013_min": 0.2889911333719889, "iqa_tid2013_max": 0.2889911333719889, "iqa_kadid10k_mean": 0.3328857421875, "iqa_kadid10k_min": 0.3328857421875, "iqa_kadid10k_max": 0.3328857421875, "iqa_flive_mean": 0.5670267740885417, "iqa_flive_min": 0.5670267740885417, "iqa_flive_max": 0.5670267740885417, "iqa_spaq_mean": 0.20538052645596594, "iqa_spaq_min": 0.20538052645596594, "iqa_spaq_max": 0.20538052645596594, "iqa_clive_mean": 0.32040871514214414, "iqa_clive_min": 0.32040871514214414, "iqa_clive_max": 0.32040871514214414, "iqa_koniq10k_mean": 0.6268261610859572, "iqa_koniq10k_min": 0.6268261610859572, "iqa_koniq10k_max": 0.6268261610859572, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999997 }, { "lang": "la", "score": 2.426343651871018e-16 }, { "lang": "eo", "score": 6.22151132860382e-27 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8380065560340881 }, { "lang": "ru", "score": 0.00682604406028986 }, { "lang": "es", "score": 0.006080503109842539 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.36251815641769247, "iqa_v2_live_min": 0.36251815641769247, "iqa_v2_live_max": 0.36251815641769247, "iqa_v2_csiq_mean": 0.48004573583602905, "iqa_v2_csiq_min": 0.48004573583602905, "iqa_v2_csiq_max": 0.48004573583602905, "iqa_v2_tid2013_mean": 0.2889911333719889, "iqa_v2_tid2013_min": 0.2889911333719889, "iqa_v2_tid2013_max": 0.2889911333719889, "iqa_v2_kadid10k_mean": 0.3328857421875, "iqa_v2_kadid10k_min": 0.3328857421875, "iqa_v2_kadid10k_max": 0.3328857421875, "iqa_v2_flive_mean": 0.5670267740885417, "iqa_v2_flive_min": 0.5670267740885417, "iqa_v2_flive_max": 0.5670267740885417, "iqa_v2_spaq_mean": 0.20538052645596594, "iqa_v2_spaq_min": 0.20538052645596594, "iqa_v2_spaq_max": 0.20538052645596594, "iqa_v2_clive_mean": 0.32040871514214414, "iqa_v2_clive_min": 0.32040871514214414, "iqa_v2_clive_max": 0.32040871514214414, "iqa_v2_koniq10k_mean": 0.6268261610859572, "iqa_v2_koniq10k_min": 0.6268261610859572, "iqa_v2_koniq10k_max": 0.6268261610859572, "imdecont": { "jpg": 0.5019347071647644 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5019347071647644, "imdecont_mean": 0.5019347071647644, "imdecont_min": 0.5019347071647644, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.421875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.421875, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.421875, "clip_score_dfn_public_prev_turn_only_min": 4.10546875, "clip_score_dfn_public_prev_turn_only_mean": 4.10546875, "clip_score_dfn_public_prev_turn_only_max": 4.10546875, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.78125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.78125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.78125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.03125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.03125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.03125, "clip_score_clip_vitl14_224_next_turn_only_min": 25.03125, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.03125, "clip_score_clip_vitl14_224_next_turn_only_max": 25.03125, "clip_score_dfn_public_next_turn_only_min": 2.40625, "clip_score_dfn_public_next_turn_only_mean": 2.40625, "clip_score_dfn_public_next_turn_only_max": 2.40625, "clip_score_siglip2_b16_224_next_turn_only_min": 0.8125, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.8125, "clip_score_siglip2_b16_224_next_turn_only_max": 0.8125, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.359375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.359375, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.359375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.421875, "clip_score_dfn_public_prev_and_next_turn_min": 4.10546875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.10546875, "clip_score_dfn_public_prev_and_next_turn_max": 4.10546875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.78125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.78125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.78125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.59375, "im_height": { "jpg": 3278 }, "im_height_mean": 3278.0, "im_height_min": 3278, "im_height_max": 3278, "im_width": { "jpg": 2583 }, "im_width_mean": 2583.0, "im_width_min": 2583, "im_width_max": 2583, "im_ar": { "jpg": 0.788 }, "im_ar_mean": 0.788, "im_ar_min": 0.788, "im_ar_max": 0.788, "im_kilobytes": { "jpg": 24805.88 }, "im_kilobytes_mean": 24805.88, "im_kilobytes_min": 24805.88, "im_kilobytes_max": 24805.88, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 117.25 }, "im_clarity_mean": 117.25, "im_clarity_min": 117.25, "im_clarity_max": 117.25, "im_luma": { "jpg": 236.85 }, "im_luma_mean": 236.85, "im_luma_min": 236.85, "im_luma_max": 236.85, "im_saturation": { "jpg": 40.86 }, "im_saturation_mean": 40.86, "im_saturation_min": 40.86, "im_saturation_max": 40.86, "im_entropy": { "jpg": 1.85 }, "im_entropy_mean": 1.85, "im_entropy_min": 1.85, "im_entropy_max": 1.85, "unifilter_score_qwen2_5_1_5b": -0.454833984375, "unifilter_score_qwen3_0_6b": 0.386474609375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999997, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.426343651871018e-16, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 6.22151132860382e-27, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8380065560340881, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.00682604406028986, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.006080503109842539, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9935692548751831, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6040781736373901, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997908473014832, "text_quality_nvidia_edu_nemotron4_score": 2.212890625, "text_quality_nvidia_edu_mixtral_score": 2.1328125, "text_quality_dclmbaseline_fasttext_score": 0.9998201727867126, "text_quality_dolma3_fasttext_score": 0.9996490478515625, "custom_fasttext_val_fasttext_score": 0.001845717430114746, "custom_fasttext_core_fasttext_score": 4.458427429199219e-05, "custom_fasttext_val_clean_fasttext_score": 0.0016681551933288574, "custom_fasttext_core_clean_fasttext_score": 9.72747802734375e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.0390625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.046875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0078125, "within_sample_repetition_detection": 8.0 }, "97": { "detoxify": 1, "length_chars": 779, "length_tokens": 3689, "length_tokens_text_only": 361, "length_tokens_trainable_only": 233, "length_images": 1, "iqa_live_mean": 0.2750023735894097, "iqa_live_min": 0.2750023735894097, "iqa_live_max": 0.2750023735894097, "iqa_csiq_mean": 0.44032710790634155, "iqa_csiq_min": 0.44032710790634155, "iqa_csiq_max": 0.44032710790634155, "iqa_tid2013_mean": 0.27021943198310006, "iqa_tid2013_min": 0.27021943198310006, "iqa_tid2013_max": 0.27021943198310006, "iqa_kadid10k_mean": 0.2464599609375, "iqa_kadid10k_min": 0.2464599609375, "iqa_kadid10k_max": 0.2464599609375, "iqa_flive_mean": 0.5434314458057135, "iqa_flive_min": 0.5434314458057135, "iqa_flive_max": 0.5434314458057135, "iqa_spaq_mean": 0.21642850625394572, "iqa_spaq_min": 0.21642850625394572, "iqa_spaq_max": 0.21642850625394572, "iqa_clive_mean": 0.3616808111017401, "iqa_clive_min": 0.3616808111017401, "iqa_clive_max": 0.3616808111017401, "iqa_koniq10k_mean": 0.45108436815666436, "iqa_koniq10k_min": 0.45108436815666436, "iqa_koniq10k_max": 0.45108436815666436, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999559 }, { "lang": "la", "score": 4.408603762791454e-14 }, { "lang": "eo", "score": 1.786096071642695e-22 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8378844857215881 }, { "lang": "ro", "score": 0.0059624663554131985 }, { "lang": "km", "score": 0.005539147183299065 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.2750023735894097, "iqa_v2_live_min": 0.2750023735894097, "iqa_v2_live_max": 0.2750023735894097, "iqa_v2_csiq_mean": 0.4403194785118103, "iqa_v2_csiq_min": 0.4403194785118103, "iqa_v2_csiq_max": 0.4403194785118103, "iqa_v2_tid2013_mean": 0.27021943198310006, "iqa_v2_tid2013_min": 0.27021943198310006, "iqa_v2_tid2013_max": 0.27021943198310006, "iqa_v2_kadid10k_mean": 0.2464599609375, "iqa_v2_kadid10k_min": 0.2464599609375, "iqa_v2_kadid10k_max": 0.2464599609375, "iqa_v2_flive_mean": 0.5434314458057135, "iqa_v2_flive_min": 0.5434314458057135, "iqa_v2_flive_max": 0.5434314458057135, "iqa_v2_spaq_mean": 0.21642850625394572, "iqa_v2_spaq_min": 0.21642850625394572, "iqa_v2_spaq_max": 0.21642850625394572, "iqa_v2_clive_mean": 0.3616808111017401, "iqa_v2_clive_min": 0.3616808111017401, "iqa_v2_clive_max": 0.3616808111017401, "iqa_v2_koniq10k_mean": 0.45108436815666436, "iqa_v2_koniq10k_min": 0.45108436815666436, "iqa_v2_koniq10k_max": 0.45108436815666436, "imdecont": { "jpg": 0.5041160583496094 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5041160583496094, "imdecont_mean": 0.5041160583496094, "imdecont_min": 0.5041160583496094, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.859375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.859375, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.859375, "clip_score_dfn_public_prev_turn_only_min": 3.90234375, "clip_score_dfn_public_prev_turn_only_mean": 3.90234375, "clip_score_dfn_public_prev_turn_only_max": 3.90234375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.6875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.6875, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.6875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.171875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.171875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.171875, "clip_score_clip_vitl14_224_next_turn_only_min": 25.875, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.875, "clip_score_clip_vitl14_224_next_turn_only_max": 25.875, "clip_score_dfn_public_next_turn_only_min": 3.53125, "clip_score_dfn_public_next_turn_only_mean": 3.53125, "clip_score_dfn_public_next_turn_only_max": 3.53125, "clip_score_siglip2_b16_224_next_turn_only_min": 0.15625, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.15625, "clip_score_siglip2_b16_224_next_turn_only_max": 0.15625, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.453125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.453125, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.453125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.859375, "clip_score_dfn_public_prev_and_next_turn_min": 3.90234375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.90234375, "clip_score_dfn_public_prev_and_next_turn_max": 3.90234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.6875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.6875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.796875, "im_height": { "jpg": 1581 }, "im_height_mean": 1581.0, "im_height_min": 1581, "im_height_max": 1581, "im_width": { "jpg": 2030 }, "im_width_mean": 2030.0, "im_width_min": 2030, "im_width_max": 2030, "im_ar": { "jpg": 1.284 }, "im_ar_mean": 1.284, "im_ar_min": 1.284, "im_ar_max": 1.284, "im_kilobytes": { "jpg": 9402.63 }, "im_kilobytes_mean": 9402.63, "im_kilobytes_min": 9402.63, "im_kilobytes_max": 9402.63, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 252.15 }, "im_clarity_mean": 252.15, "im_clarity_min": 252.15, "im_clarity_max": 252.15, "im_luma": { "jpg": 240.46 }, "im_luma_mean": 240.46, "im_luma_min": 240.46, "im_luma_max": 240.46, "im_saturation": { "jpg": 26.37 }, "im_saturation_mean": 26.37, "im_saturation_min": 26.37, "im_saturation_max": 26.37, "im_entropy": { "jpg": 1.73 }, "im_entropy_mean": 1.73, "im_entropy_min": 1.73, "im_entropy_max": 1.73, "unifilter_score_qwen2_5_1_5b": -2.08203125, "unifilter_score_qwen3_0_6b": 1.5966796875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999559, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.408603762791454e-14, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.786096071642695e-22, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8378844857215881, "language_detection_annotation_nllb_1_lan": "ro", "language_detection_annotation_nllb_1_score": 0.0059624663554131985, "language_detection_annotation_nllb_2_lan": "km", "language_detection_annotation_nllb_2_score": 0.005539147183299065, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9924351572990417, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.49915000796318054, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999657154083252, "text_quality_nvidia_edu_nemotron4_score": 2.220703125, "text_quality_nvidia_edu_mixtral_score": 2.125, "text_quality_dclmbaseline_fasttext_score": 0.9998869895935059, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.001102149486541748, "custom_fasttext_core_fasttext_score": 7.522106170654297e-05, "custom_fasttext_val_clean_fasttext_score": 0.0012088418006896973, "custom_fasttext_core_clean_fasttext_score": 0.0001232624053955078, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.2109375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0234375, "within_sample_repetition_detection": 6.0 }, "82": { "detoxify": 1, "length_chars": 1916, "length_tokens": 2519, "length_tokens_text_only": 727, "length_tokens_trainable_only": 573, "length_images": 1, "iqa_live_mean": 0.3269278786399147, "iqa_live_min": 0.3269278786399147, "iqa_live_max": 0.3269278786399147, "iqa_csiq_mean": 0.44745296239852905, "iqa_csiq_min": 0.44745296239852905, "iqa_csiq_max": 0.44745296239852905, "iqa_tid2013_mean": 0.2726065847608778, "iqa_tid2013_min": 0.2726065847608778, "iqa_tid2013_max": 0.2726065847608778, "iqa_kadid10k_mean": 0.3170166015625, "iqa_kadid10k_min": 0.3170166015625, "iqa_kadid10k_max": 0.3170166015625, "iqa_flive_mean": 0.5718405367148044, "iqa_flive_min": 0.5718405367148044, "iqa_flive_max": 0.5718405367148044, "iqa_spaq_mean": 0.1706583042337437, "iqa_spaq_min": 0.1706583042337437, "iqa_spaq_max": 0.1706583042337437, "iqa_clive_mean": 0.3158316949401239, "iqa_clive_min": 0.3158316949401239, "iqa_clive_max": 0.3158316949401239, "iqa_koniq10k_mean": 0.6208286863384825, "iqa_koniq10k_min": 0.6208286863384825, "iqa_koniq10k_max": 0.6208286863384825, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 6.073411293051394e-24 }, { "lang": "fr", "score": 5.044118971856808e-32 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8404563665390015 }, { "lang": "ru", "score": 0.008013743907213211 }, { "lang": "pt", "score": 0.005803019739687443 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3269278786399147, "iqa_v2_live_min": 0.3269278786399147, "iqa_v2_live_max": 0.3269278786399147, "iqa_v2_csiq_mean": 0.44745296239852905, "iqa_v2_csiq_min": 0.44745296239852905, "iqa_v2_csiq_max": 0.44745296239852905, "iqa_v2_tid2013_mean": 0.2726065847608778, "iqa_v2_tid2013_min": 0.2726065847608778, "iqa_v2_tid2013_max": 0.2726065847608778, "iqa_v2_kadid10k_mean": 0.3170166015625, "iqa_v2_kadid10k_min": 0.3170166015625, "iqa_v2_kadid10k_max": 0.3170166015625, "iqa_v2_flive_mean": 0.5718405367148044, "iqa_v2_flive_min": 0.5718405367148044, "iqa_v2_flive_max": 0.5718405367148044, "iqa_v2_spaq_mean": 0.1706583042337437, "iqa_v2_spaq_min": 0.1706583042337437, "iqa_v2_spaq_max": 0.1706583042337437, "iqa_v2_clive_mean": 0.3158316949401239, "iqa_v2_clive_min": 0.3158316949401239, "iqa_v2_clive_max": 0.3158316949401239, "iqa_v2_koniq10k_mean": 0.6208286863384825, "iqa_v2_koniq10k_min": 0.6208286863384825, "iqa_v2_koniq10k_max": 0.6208286863384825, "imdecont": { "jpg": 0.41340821981430054 }, "imdecont_image_match": { "jpg": 180109 }, "imdecont_max": 0.41340821981430054, "imdecont_mean": 0.41340821981430054, "imdecont_min": 0.41340821981430054, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.9375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.9375, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.9375, "clip_score_dfn_public_prev_turn_only_min": 3.01171875, "clip_score_dfn_public_prev_turn_only_mean": 3.01171875, "clip_score_dfn_public_prev_turn_only_max": 3.01171875, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.796875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.796875, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.796875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.265625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.265625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.265625, "clip_score_clip_vitl14_224_next_turn_only_min": 27.9375, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.9375, "clip_score_clip_vitl14_224_next_turn_only_max": 27.9375, "clip_score_dfn_public_next_turn_only_min": 3.892578125, "clip_score_dfn_public_next_turn_only_mean": 3.892578125, "clip_score_dfn_public_next_turn_only_max": 3.892578125, "clip_score_siglip2_b16_224_next_turn_only_min": 1.921875, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.921875, "clip_score_siglip2_b16_224_next_turn_only_max": 1.921875, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.171875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.171875, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.9375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.9375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.9375, "clip_score_dfn_public_prev_and_next_turn_min": 3.01171875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.01171875, "clip_score_dfn_public_prev_and_next_turn_max": 3.01171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.796875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.796875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.03125, "im_height": { "jpg": 3317 }, "im_height_mean": 3317.0, "im_height_min": 3317, "im_height_max": 3317, "im_width": { "jpg": 4964 }, "im_width_mean": 4964.0, "im_width_min": 4964, "im_width_max": 4964, "im_ar": { "jpg": 1.4965 }, "im_ar_mean": 1.4965, "im_ar_min": 1.4965, "im_ar_max": 1.4965, "im_kilobytes": { "jpg": 48239.03 }, "im_kilobytes_mean": 48239.03, "im_kilobytes_min": 48239.03, "im_kilobytes_max": 48239.03, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 73.25 }, "im_clarity_mean": 73.25, "im_clarity_min": 73.25, "im_clarity_max": 73.25, "im_luma": { "jpg": 227.26 }, "im_luma_mean": 227.26, "im_luma_min": 227.26, "im_luma_max": 227.26, "im_saturation": { "jpg": 33.95 }, "im_saturation_mean": 33.95, "im_saturation_min": 33.95, "im_saturation_max": 33.95, "im_entropy": { "jpg": 1.58 }, "im_entropy_mean": 1.58, "im_entropy_min": 1.58, "im_entropy_max": 1.58, "unifilter_score_qwen2_5_1_5b": 2.17578125, "unifilter_score_qwen3_0_6b": -1.572265625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 6.073411293051394e-24, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 5.044118971856808e-32, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8404563665390015, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.008013743907213211, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.005803019739687443, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9936891794204712, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5190872550010681, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997946619987488, "text_quality_nvidia_edu_nemotron4_score": 2.169921875, "text_quality_nvidia_edu_mixtral_score": 2.369140625, "text_quality_dclmbaseline_fasttext_score": 0.9953272342681885, "text_quality_dolma3_fasttext_score": 0.9912663698196411, "custom_fasttext_val_fasttext_score": 0.006150662899017334, "custom_fasttext_core_fasttext_score": 0.00032591819763183594, "custom_fasttext_val_clean_fasttext_score": 0.004509449005126953, "custom_fasttext_core_clean_fasttext_score": 0.00036263465881347656, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.9609375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0234375, "within_sample_repetition_detection": 7.0 }, "103": { "detoxify": 1, "length_chars": 695, "length_tokens": 2872, "length_tokens_text_only": 312, "length_tokens_trainable_only": 213, "length_images": 1, "iqa_live_mean": 0.516119639078776, "iqa_live_min": 0.516119639078776, "iqa_live_max": 0.516119639078776, "iqa_csiq_mean": 0.645451009273529, "iqa_csiq_min": 0.645451009273529, "iqa_csiq_max": 0.645451009273529, "iqa_tid2013_mean": 0.4215866194831, "iqa_tid2013_min": 0.4215866194831, "iqa_tid2013_max": 0.4215866194831, "iqa_kadid10k_mean": 0.4893798828125, "iqa_kadid10k_min": 0.4893798828125, "iqa_kadid10k_max": 0.4893798828125, "iqa_flive_mean": 0.7123077084319761, "iqa_flive_min": 0.7123077084319761, "iqa_flive_max": 0.7123077084319761, "iqa_spaq_mean": 0.45810306433475384, "iqa_spaq_min": 0.45810306433475384, "iqa_spaq_max": 0.45810306433475384, "iqa_clive_mean": 0.42500940958658856, "iqa_clive_min": 0.42500940958658856, "iqa_clive_max": 0.42500940958658856, "iqa_koniq10k_mean": 0.661074859927399, "iqa_koniq10k_min": 0.661074859927399, "iqa_koniq10k_max": 0.661074859927399, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999999 }, { "lang": "la", "score": 9.190679573479202e-17 }, { "lang": "de", "score": 7.847943195701431e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7971082329750061 }, { "lang": "ko", "score": 0.008619329892098904 }, { "lang": "tr", "score": 0.007632091175764799 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.516119639078776, "iqa_v2_live_min": 0.516119639078776, "iqa_v2_live_max": 0.516119639078776, "iqa_v2_csiq_mean": 0.645451009273529, "iqa_v2_csiq_min": 0.645451009273529, "iqa_v2_csiq_max": 0.645451009273529, "iqa_v2_tid2013_mean": 0.4215866194831, "iqa_v2_tid2013_min": 0.4215866194831, "iqa_v2_tid2013_max": 0.4215866194831, "iqa_v2_kadid10k_mean": 0.4893798828125, "iqa_v2_kadid10k_min": 0.4893798828125, "iqa_v2_kadid10k_max": 0.4893798828125, "iqa_v2_flive_mean": 0.7123077084319761, "iqa_v2_flive_min": 0.7123077084319761, "iqa_v2_flive_max": 0.7123077084319761, "iqa_v2_spaq_mean": 0.45810306433475384, "iqa_v2_spaq_min": 0.45810306433475384, "iqa_v2_spaq_max": 0.45810306433475384, "iqa_v2_clive_mean": 0.42500940958658856, "iqa_v2_clive_min": 0.42500940958658856, "iqa_v2_clive_max": 0.42500940958658856, "iqa_v2_koniq10k_mean": 0.661074859927399, "iqa_v2_koniq10k_min": 0.661074859927399, "iqa_v2_koniq10k_max": 0.661074859927399, "imdecont": { "jpg": 0.49789679050445557 }, "imdecont_image_match": { "jpg": 204629 }, "imdecont_max": 0.49789679050445557, "imdecont_mean": 0.49789679050445557, "imdecont_min": 0.49789679050445557, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.125, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.125, "clip_score_dfn_public_prev_turn_only_min": 3.498046875, "clip_score_dfn_public_prev_turn_only_mean": 3.498046875, "clip_score_dfn_public_prev_turn_only_max": 3.498046875, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.765625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.765625, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.765625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.078125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.078125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.078125, "clip_score_clip_vitl14_224_next_turn_only_min": 23.515625, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.515625, "clip_score_clip_vitl14_224_next_turn_only_max": 23.515625, "clip_score_dfn_public_next_turn_only_min": 2.259765625, "clip_score_dfn_public_next_turn_only_mean": 2.259765625, "clip_score_dfn_public_next_turn_only_max": 2.259765625, "clip_score_siglip2_b16_224_next_turn_only_min": 0.5, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.5, "clip_score_siglip2_b16_224_next_turn_only_max": 0.5, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.265625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.265625, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.609375, "clip_score_dfn_public_prev_and_next_turn_min": 4.0546875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.0546875, "clip_score_dfn_public_prev_and_next_turn_max": 4.0546875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.78125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.78125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.78125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.8125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.8125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.8125, "im_height": { "jpg": 1893 }, "im_height_mean": 1893.0, "im_height_min": 1893, "im_height_max": 1893, "im_width": { "jpg": 1856 }, "im_width_mean": 1856.0, "im_width_min": 1856, "im_width_max": 1856, "im_ar": { "jpg": 0.9805 }, "im_ar_mean": 0.9805, "im_ar_min": 0.9805, "im_ar_max": 0.9805, "im_kilobytes": { "jpg": 10293.19 }, "im_kilobytes_mean": 10293.19, "im_kilobytes_min": 10293.19, "im_kilobytes_max": 10293.19, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 136.94 }, "im_clarity_mean": 136.94, "im_clarity_min": 136.94, "im_clarity_max": 136.94, "im_luma": { "jpg": 185.64 }, "im_luma_mean": 185.64, "im_luma_min": 185.64, "im_luma_max": 185.64, "im_saturation": { "jpg": 79.44 }, "im_saturation_mean": 79.44, "im_saturation_min": 79.44, "im_saturation_max": 79.44, "im_entropy": { "jpg": 1.93 }, "im_entropy_mean": 1.93, "im_entropy_min": 1.93, "im_entropy_max": 1.93, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999999, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 9.190679573479202e-17, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 7.847943195701431e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7971082329750061, "language_detection_annotation_nllb_1_lan": "ko", "language_detection_annotation_nllb_1_score": 0.008619329892098904, "language_detection_annotation_nllb_2_lan": "tr", "language_detection_annotation_nllb_2_score": 0.007632091175764799, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9897968173027039, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6046558022499084, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9994891881942749, "text_quality_nvidia_edu_nemotron4_score": 2.294921875, "text_quality_nvidia_edu_mixtral_score": 2.2109375, "text_quality_dclmbaseline_fasttext_score": 0.9999779462814331, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0009613037109375, "custom_fasttext_core_fasttext_score": 8.630752563476562e-05, "custom_fasttext_val_clean_fasttext_score": 0.0023378729820251465, "custom_fasttext_core_clean_fasttext_score": 0.001500844955444336, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.2421875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.171875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0703125, "within_sample_repetition_detection": 7.0 }, "105": { "detoxify": 1, "length_chars": 1338, "length_tokens": 3076, "length_tokens_text_only": 516, "length_tokens_trainable_only": 361, "length_images": 1, "iqa_live_mean": 0.3558104543974905, "iqa_live_min": 0.3558104543974905, "iqa_live_max": 0.3558104543974905, "iqa_csiq_mean": 0.48627132177352905, "iqa_csiq_min": 0.48627132177352905, "iqa_csiq_max": 0.48627132177352905, "iqa_tid2013_mean": 0.25784964031643337, "iqa_tid2013_min": 0.25784964031643337, "iqa_tid2013_max": 0.25784964031643337, "iqa_kadid10k_mean": 0.2283935546875, "iqa_kadid10k_min": 0.2283935546875, "iqa_kadid10k_max": 0.2283935546875, "iqa_flive_mean": 0.5841905998461174, "iqa_flive_min": 0.5841905998461174, "iqa_flive_max": 0.5841905998461174, "iqa_spaq_mean": 0.3856993395872791, "iqa_spaq_min": 0.3856993395872791, "iqa_spaq_max": 0.3856993395872791, "iqa_clive_mean": 0.5260195105966896, "iqa_clive_min": 0.5260195105966896, "iqa_clive_max": 0.5260195105966896, "iqa_koniq10k_mean": 0.6192504035101997, "iqa_koniq10k_min": 0.6192504035101997, "iqa_koniq10k_max": 0.6192504035101997, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 1.7598249282258439e-22 }, { "lang": "tl", "score": 1.388162235413069e-26 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8680121898651123 }, { "lang": "ru", "score": 0.004884887486696243 }, { "lang": "es", "score": 0.004628755152225494 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3558104543974905, "iqa_v2_live_min": 0.3558104543974905, "iqa_v2_live_max": 0.3558104543974905, "iqa_v2_csiq_mean": 0.48627132177352905, "iqa_v2_csiq_min": 0.48627132177352905, "iqa_v2_csiq_max": 0.48627132177352905, "iqa_v2_tid2013_mean": 0.25784964031643337, "iqa_v2_tid2013_min": 0.25784964031643337, "iqa_v2_tid2013_max": 0.25784964031643337, "iqa_v2_kadid10k_mean": 0.2283935546875, "iqa_v2_kadid10k_min": 0.2283935546875, "iqa_v2_kadid10k_max": 0.2283935546875, "iqa_v2_flive_mean": 0.5841905998461174, "iqa_v2_flive_min": 0.5841905998461174, "iqa_v2_flive_max": 0.5841905998461174, "iqa_v2_spaq_mean": 0.3856993395872791, "iqa_v2_spaq_min": 0.3856993395872791, "iqa_v2_spaq_max": 0.3856993395872791, "iqa_v2_clive_mean": 0.5260195105966896, "iqa_v2_clive_min": 0.5260195105966896, "iqa_v2_clive_max": 0.5260195105966896, "iqa_v2_koniq10k_mean": 0.6192504035101997, "iqa_v2_koniq10k_min": 0.6192504035101997, "iqa_v2_koniq10k_max": 0.6192504035101997, "imdecont": { "jpg": 0.5486676096916199 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5486676096916199, "imdecont_mean": 0.5486676096916199, "imdecont_min": 0.5486676096916199, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.4375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.4375, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.4375, "clip_score_dfn_public_prev_turn_only_min": 4.18359375, "clip_score_dfn_public_prev_turn_only_mean": 4.18359375, "clip_score_dfn_public_prev_turn_only_max": 4.18359375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.578125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.578125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.578125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.359375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.359375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.359375, "clip_score_clip_vitl14_224_next_turn_only_min": 25.953125, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.953125, "clip_score_clip_vitl14_224_next_turn_only_max": 25.953125, "clip_score_dfn_public_next_turn_only_min": 2.451171875, "clip_score_dfn_public_next_turn_only_mean": 2.451171875, "clip_score_dfn_public_next_turn_only_max": 2.451171875, "clip_score_siglip2_b16_224_next_turn_only_min": -0.4375, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.4375, "clip_score_siglip2_b16_224_next_turn_only_max": -0.4375, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.09375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.09375, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.4375, "clip_score_dfn_public_prev_and_next_turn_min": 4.18359375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.18359375, "clip_score_dfn_public_prev_and_next_turn_max": 4.18359375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.578125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.578125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.0, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.0, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.0, "im_height": { "jpg": 1798 }, "im_height_mean": 1798.0, "im_height_min": 1798, "im_height_max": 1798, "im_width": { "jpg": 1869 }, "im_width_mean": 1869.0, "im_width_min": 1869, "im_width_max": 1869, "im_ar": { "jpg": 1.0395 }, "im_ar_mean": 1.0395, "im_ar_min": 1.0395, "im_ar_max": 1.0395, "im_kilobytes": { "jpg": 9845.1 }, "im_kilobytes_mean": 9845.1, "im_kilobytes_min": 9845.1, "im_kilobytes_max": 9845.1, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 258.84 }, "im_clarity_mean": 258.84, "im_clarity_min": 258.84, "im_clarity_max": 258.84, "im_luma": { "jpg": 194.66 }, "im_luma_mean": 194.66, "im_luma_min": 194.66, "im_luma_max": 194.66, "im_saturation": { "jpg": 52.79 }, "im_saturation_mean": 52.79, "im_saturation_min": 52.79, "im_saturation_max": 52.79, "im_entropy": { "jpg": 1.7 }, "im_entropy_mean": 1.7, "im_entropy_min": 1.7, "im_entropy_max": 1.7, "unifilter_score_qwen2_5_1_5b": -1.390625, "unifilter_score_qwen3_0_6b": -2.1875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.7598249282258439e-22, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.388162235413069e-26, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8680121898651123, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.004884887486696243, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.004628755152225494, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9923779964447021, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5370238423347473, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997034668922424, "text_quality_nvidia_edu_nemotron4_score": 2.3984375, "text_quality_nvidia_edu_mixtral_score": 2.39453125, "text_quality_dclmbaseline_fasttext_score": 0.9996566772460938, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0016765594482421875, "custom_fasttext_core_fasttext_score": 6.949901580810547e-05, "custom_fasttext_val_clean_fasttext_score": 0.009399354457855225, "custom_fasttext_core_clean_fasttext_score": 0.0012925267219543457, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.0234375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0234375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 7.0 }, "107": { "detoxify": 1, "length_chars": 408, "length_tokens": 1714, "length_tokens_text_only": 178, "length_tokens_trainable_only": 96, "length_images": 1, "iqa_live_mean": 0.6239607454550387, "iqa_live_min": 0.6239607454550387, "iqa_live_max": 0.6239607454550387, "iqa_csiq_mean": 0.714664876461029, "iqa_csiq_min": 0.714664876461029, "iqa_csiq_max": 0.714664876461029, "iqa_tid2013_mean": 0.45875024795532227, "iqa_tid2013_min": 0.45875024795532227, "iqa_tid2013_max": 0.45875024795532227, "iqa_kadid10k_mean": 0.56134033203125, "iqa_kadid10k_min": 0.56134033203125, "iqa_kadid10k_max": 0.56134033203125, "iqa_flive_mean": 0.7095457134824811, "iqa_flive_min": 0.7095457134824811, "iqa_flive_max": 0.7095457134824811, "iqa_spaq_mean": 0.506714175445865, "iqa_spaq_min": 0.506714175445865, "iqa_spaq_max": 0.506714175445865, "iqa_clive_mean": 0.508974056051235, "iqa_clive_min": 0.508974056051235, "iqa_clive_max": 0.508974056051235, "iqa_koniq10k_mean": 0.68948395083649, "iqa_koniq10k_min": 0.68948395083649, "iqa_koniq10k_max": 0.68948395083649, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999664 }, { "lang": "la", "score": 3.333610759022175e-14 }, { "lang": "eo", "score": 2.5331044250666142e-16 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8580013513565063 }, { "lang": "es", "score": 0.0065904646180570126 }, { "lang": "pt", "score": 0.0064172036945819855 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.6239607454550387, "iqa_v2_live_min": 0.6239607454550387, "iqa_v2_live_max": 0.6239607454550387, "iqa_v2_csiq_mean": 0.714664876461029, "iqa_v2_csiq_min": 0.714664876461029, "iqa_v2_csiq_max": 0.714664876461029, "iqa_v2_tid2013_mean": 0.45875024795532227, "iqa_v2_tid2013_min": 0.45875024795532227, "iqa_v2_tid2013_max": 0.45875024795532227, "iqa_v2_kadid10k_mean": 0.56134033203125, "iqa_v2_kadid10k_min": 0.56134033203125, "iqa_v2_kadid10k_max": 0.56134033203125, "iqa_v2_flive_mean": 0.7095457134824811, "iqa_v2_flive_min": 0.7095457134824811, "iqa_v2_flive_max": 0.7095457134824811, "iqa_v2_spaq_mean": 0.506714175445865, "iqa_v2_spaq_min": 0.506714175445865, "iqa_v2_spaq_max": 0.506714175445865, "iqa_v2_clive_mean": 0.508974056051235, "iqa_v2_clive_min": 0.508974056051235, "iqa_v2_clive_max": 0.508974056051235, "iqa_v2_koniq10k_mean": 0.68948395083649, "iqa_v2_koniq10k_min": 0.68948395083649, "iqa_v2_koniq10k_max": 0.68948395083649, "imdecont": { "jpg": 0.4789693355560303 }, "imdecont_image_match": { "jpg": 202035 }, "imdecont_max": 0.4789693355560303, "imdecont_mean": 0.4789693355560303, "imdecont_min": 0.4789693355560303, "clip_score_clip_vitl14_224_prev_turn_only_min": 33.75, "clip_score_clip_vitl14_224_prev_turn_only_mean": 33.75, "clip_score_clip_vitl14_224_prev_turn_only_max": 33.75, "clip_score_dfn_public_prev_turn_only_min": 1.4912109375, "clip_score_dfn_public_prev_turn_only_mean": 1.4912109375, "clip_score_dfn_public_prev_turn_only_max": 1.4912109375, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.0, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.0, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.0, "clip_score_longclip_vitl14_224_prev_turn_only_min": 30.9375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 30.9375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 30.9375, "clip_score_clip_vitl14_224_next_turn_only_min": 29.0, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.0, "clip_score_clip_vitl14_224_next_turn_only_max": 29.0, "clip_score_dfn_public_next_turn_only_min": 2.71875, "clip_score_dfn_public_next_turn_only_mean": 2.71875, "clip_score_dfn_public_next_turn_only_max": 2.71875, "clip_score_siglip2_b16_224_next_turn_only_min": 5.703125, "clip_score_siglip2_b16_224_next_turn_only_mean": 5.703125, "clip_score_siglip2_b16_224_next_turn_only_max": 5.703125, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.8125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.8125, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 33.0, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 33.0, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 33.0, "clip_score_dfn_public_prev_and_next_turn_min": 3.115234375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.115234375, "clip_score_dfn_public_prev_and_next_turn_max": 3.115234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.265625, "im_height": { "jpg": 1624 }, "im_height_mean": 1624.0, "im_height_min": 1624, "im_height_max": 1624, "im_width": { "jpg": 319 }, "im_width_mean": 319.0, "im_width_min": 319, "im_width_max": 319, "im_ar": { "jpg": 0.1964 }, "im_ar_mean": 0.1964, "im_ar_min": 0.1964, "im_ar_max": 0.1964, "im_kilobytes": { "jpg": 1517.74 }, "im_kilobytes_mean": 1517.74, "im_kilobytes_min": 1517.74, "im_kilobytes_max": 1517.74, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 480.2 }, "im_clarity_mean": 480.2, "im_clarity_min": 480.2, "im_clarity_max": 480.2, "im_luma": { "jpg": 208.46 }, "im_luma_mean": 208.46, "im_luma_min": 208.46, "im_luma_max": 208.46, "im_saturation": { "jpg": 64.52 }, "im_saturation_mean": 64.52, "im_saturation_min": 64.52, "im_saturation_max": 64.52, "im_entropy": { "jpg": 2.07 }, "im_entropy_mean": 2.07, "im_entropy_min": 2.07, "im_entropy_max": 2.07, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999664, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.333610759022175e-14, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 2.5331044250666142e-16, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8580013513565063, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.0065904646180570126, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.0064172036945819855, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9885608553886414, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8082751631736755, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9974014759063721, "text_quality_nvidia_edu_nemotron4_score": 2.240234375, "text_quality_nvidia_edu_mixtral_score": 2.095703125, "text_quality_dclmbaseline_fasttext_score": 0.9945928454399109, "text_quality_dolma3_fasttext_score": 0.9117145538330078, "custom_fasttext_val_fasttext_score": 0.0016239285469055176, "custom_fasttext_core_fasttext_score": 0.00026303529739379883, "custom_fasttext_val_clean_fasttext_score": 0.0046122074127197266, "custom_fasttext_core_clean_fasttext_score": 0.0019825100898742676, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.078125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1875, "within_sample_repetition_detection": 7.0 }, "104": { "detoxify": 1, "length_chars": 1417, "length_tokens": 3865, "length_tokens_text_only": 537, "length_tokens_trainable_only": 393, "length_images": 1, "iqa_live_mean": 0.38232564444493755, "iqa_live_min": 0.38232564444493755, "iqa_live_max": 0.38232564444493755, "iqa_csiq_mean": 0.530033528804779, "iqa_csiq_min": 0.530033528804779, "iqa_csiq_max": 0.530033528804779, "iqa_tid2013_mean": 0.26414304309421116, "iqa_tid2013_min": 0.26414304309421116, "iqa_tid2013_max": 0.26414304309421116, "iqa_kadid10k_mean": 0.1593017578125, "iqa_kadid10k_min": 0.1593017578125, "iqa_kadid10k_max": 0.1593017578125, "iqa_flive_mean": 0.650641239050663, "iqa_flive_min": 0.650641239050663, "iqa_flive_max": 0.650641239050663, "iqa_spaq_mean": 0.3809644911024306, "iqa_spaq_min": 0.3809644911024306, "iqa_spaq_max": 0.3809644911024306, "iqa_clive_mean": 0.41400088685931585, "iqa_clive_min": 0.41400088685931585, "iqa_clive_max": 0.41400088685931585, "iqa_koniq10k_mean": 0.6219334843182805, "iqa_koniq10k_min": 0.6219334843182805, "iqa_koniq10k_max": 0.6219334843182805, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 2.319577285338059e-24 }, { "lang": "tl", "score": 1.5095251604550637e-28 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8556552529335022 }, { "lang": "ru", "score": 0.006982812657952309 }, { "lang": "ja", "score": 0.005450236611068249 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.38232564444493755, "iqa_v2_live_min": 0.38232564444493755, "iqa_v2_live_max": 0.38232564444493755, "iqa_v2_csiq_mean": 0.530033528804779, "iqa_v2_csiq_min": 0.530033528804779, "iqa_v2_csiq_max": 0.530033528804779, "iqa_v2_tid2013_mean": 0.26414304309421116, "iqa_v2_tid2013_min": 0.26414304309421116, "iqa_v2_tid2013_max": 0.26414304309421116, "iqa_v2_kadid10k_mean": 0.1593017578125, "iqa_v2_kadid10k_min": 0.1593017578125, "iqa_v2_kadid10k_max": 0.1593017578125, "iqa_v2_flive_mean": 0.650641239050663, "iqa_v2_flive_min": 0.650641239050663, "iqa_v2_flive_max": 0.650641239050663, "iqa_v2_spaq_mean": 0.3809644911024306, "iqa_v2_spaq_min": 0.3809644911024306, "iqa_v2_spaq_max": 0.3809644911024306, "iqa_v2_clive_mean": 0.41400088685931585, "iqa_v2_clive_min": 0.41400088685931585, "iqa_v2_clive_max": 0.41400088685931585, "iqa_v2_koniq10k_mean": 0.6219334843182805, "iqa_v2_koniq10k_min": 0.6219334843182805, "iqa_v2_koniq10k_max": 0.6219334843182805, "imdecont": { "jpg": 0.5282362103462219 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5282362103462219, "imdecont_mean": 0.5282362103462219, "imdecont_min": 0.5282362103462219, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.859375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.859375, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.859375, "clip_score_dfn_public_prev_turn_only_min": 4.37890625, "clip_score_dfn_public_prev_turn_only_mean": 4.37890625, "clip_score_dfn_public_prev_turn_only_max": 4.37890625, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.5625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.5625, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.5625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.4375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.4375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.4375, "clip_score_clip_vitl14_224_next_turn_only_min": 22.796875, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.796875, "clip_score_clip_vitl14_224_next_turn_only_max": 22.796875, "clip_score_dfn_public_next_turn_only_min": 4.41796875, "clip_score_dfn_public_next_turn_only_mean": 4.41796875, "clip_score_dfn_public_next_turn_only_max": 4.41796875, "clip_score_siglip2_b16_224_next_turn_only_min": 0.296875, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.296875, "clip_score_siglip2_b16_224_next_turn_only_max": 0.296875, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.1875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.1875, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.859375, "clip_score_dfn_public_prev_and_next_turn_min": 4.37890625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.37890625, "clip_score_dfn_public_prev_and_next_turn_max": 4.37890625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.5625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.5625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.3125, "im_height": { "jpg": 2167 }, "im_height_mean": 2167.0, "im_height_min": 2167, "im_height_max": 2167, "im_width": { "jpg": 1665 }, "im_width_mean": 1665.0, "im_width_min": 1665, "im_width_max": 1665, "im_ar": { "jpg": 0.7683 }, "im_ar_mean": 0.7683, "im_ar_min": 0.7683, "im_ar_max": 0.7683, "im_kilobytes": { "jpg": 10570.47 }, "im_kilobytes_mean": 10570.47, "im_kilobytes_min": 10570.47, "im_kilobytes_max": 10570.47, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 196.99 }, "im_clarity_mean": 196.99, "im_clarity_min": 196.99, "im_clarity_max": 196.99, "im_luma": { "jpg": 190.44 }, "im_luma_mean": 190.44, "im_luma_min": 190.44, "im_luma_max": 190.44, "im_saturation": { "jpg": 91.14 }, "im_saturation_mean": 91.14, "im_saturation_min": 91.14, "im_saturation_max": 91.14, "im_entropy": { "jpg": 2.28 }, "im_entropy_mean": 2.28, "im_entropy_min": 2.28, "im_entropy_max": 2.28, "unifilter_score_qwen2_5_1_5b": -2.486328125, "unifilter_score_qwen3_0_6b": -0.32275390625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.319577285338059e-24, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.5095251604550637e-28, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8556552529335022, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006982812657952309, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.005450236611068249, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9867175817489624, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8557660579681396, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997363686561584, "text_quality_nvidia_edu_nemotron4_score": 2.451171875, "text_quality_nvidia_edu_mixtral_score": 2.369140625, "text_quality_dclmbaseline_fasttext_score": 0.9995431900024414, "text_quality_dolma3_fasttext_score": 0.9999606609344482, "custom_fasttext_val_fasttext_score": 0.0008454322814941406, "custom_fasttext_core_fasttext_score": 1.2993812561035156e-05, "custom_fasttext_val_clean_fasttext_score": 0.0019179582595825195, "custom_fasttext_core_clean_fasttext_score": 0.00035858154296875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.859375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.03125, "within_sample_repetition_detection": 7.0 }, "112": { "detoxify": 1, "length_chars": 354, "length_tokens": 2716, "length_tokens_text_only": 156, "length_tokens_trainable_only": 67, "length_images": 1, "iqa_live_mean": 0.4645541797984729, "iqa_live_min": 0.4645541797984729, "iqa_live_max": 0.4645541797984729, "iqa_csiq_mean": 0.649845540523529, "iqa_csiq_min": 0.649845540523529, "iqa_csiq_max": 0.649845540523529, "iqa_tid2013_mean": 0.4280970361497667, "iqa_tid2013_min": 0.4280970361497667, "iqa_tid2013_max": 0.4280970361497667, "iqa_kadid10k_mean": 0.4949951171875, "iqa_kadid10k_min": 0.4949951171875, "iqa_kadid10k_max": 0.4949951171875, "iqa_flive_mean": 0.683227847320865, "iqa_flive_min": 0.683227847320865, "iqa_flive_max": 0.683227847320865, "iqa_spaq_mean": 0.3863306527185922, "iqa_spaq_min": 0.3863306527185922, "iqa_spaq_max": 0.3863306527185922, "iqa_clive_mean": 0.3430570737280027, "iqa_clive_min": 0.3430570737280027, "iqa_clive_max": 0.3430570737280027, "iqa_koniq10k_mean": 0.6948501124526516, "iqa_koniq10k_min": 0.6948501124526516, "iqa_koniq10k_max": 0.6948501124526516, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999214334466 }, { "lang": "la", "score": 7.789107709985838e-08 }, { "lang": "pt", "score": 5.924515996180634e-10 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8218711614608765 }, { "lang": "es", "score": 0.00923918280750513 }, { "lang": "pt", "score": 0.00855137687176466 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.4645541797984729, "iqa_v2_live_min": 0.4645541797984729, "iqa_v2_live_max": 0.4645541797984729, "iqa_v2_csiq_mean": 0.649845540523529, "iqa_v2_csiq_min": 0.649845540523529, "iqa_v2_csiq_max": 0.649845540523529, "iqa_v2_tid2013_mean": 0.4280970361497667, "iqa_v2_tid2013_min": 0.4280970361497667, "iqa_v2_tid2013_max": 0.4280970361497667, "iqa_v2_kadid10k_mean": 0.4949951171875, "iqa_v2_kadid10k_min": 0.4949951171875, "iqa_v2_kadid10k_max": 0.4949951171875, "iqa_v2_flive_mean": 0.683227847320865, "iqa_v2_flive_min": 0.683227847320865, "iqa_v2_flive_max": 0.683227847320865, "iqa_v2_spaq_mean": 0.3863306527185922, "iqa_v2_spaq_min": 0.3863306527185922, "iqa_v2_spaq_max": 0.3863306527185922, "iqa_v2_clive_mean": 0.3430570737280027, "iqa_v2_clive_min": 0.3430570737280027, "iqa_v2_clive_max": 0.3430570737280027, "iqa_v2_koniq10k_mean": 0.6948501124526516, "iqa_v2_koniq10k_min": 0.6948501124526516, "iqa_v2_koniq10k_max": 0.6948501124526516, "imdecont": { "jpg": 0.4785470962524414 }, "imdecont_image_match": { "jpg": 87110 }, "imdecont_max": 0.4785470962524414, "imdecont_mean": 0.4785470962524414, "imdecont_min": 0.4785470962524414, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.171875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.171875, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.171875, "clip_score_dfn_public_prev_turn_only_min": 3.189453125, "clip_score_dfn_public_prev_turn_only_mean": 3.189453125, "clip_score_dfn_public_prev_turn_only_max": 3.189453125, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.984375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.984375, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.984375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.09375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.09375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.09375, "clip_score_clip_vitl14_224_next_turn_only_min": 28.0, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.0, "clip_score_clip_vitl14_224_next_turn_only_max": 28.0, "clip_score_dfn_public_next_turn_only_min": 3.845703125, "clip_score_dfn_public_next_turn_only_mean": 3.845703125, "clip_score_dfn_public_next_turn_only_max": 3.845703125, "clip_score_siglip2_b16_224_next_turn_only_min": 2.375, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.375, "clip_score_siglip2_b16_224_next_turn_only_max": 2.375, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.6875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.6875, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.265625, "clip_score_dfn_public_prev_and_next_turn_min": 3.40234375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.40234375, "clip_score_dfn_public_prev_and_next_turn_max": 3.40234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.671875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.671875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.671875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.546875, "im_height": { "jpg": 1577 }, "im_height_mean": 1577.0, "im_height_min": 1577, "im_height_max": 1577, "im_width": { "jpg": 1579 }, "im_width_mean": 1579.0, "im_width_min": 1579, "im_width_max": 1579, "im_ar": { "jpg": 1.0013 }, "im_ar_mean": 1.0013, "im_ar_min": 1.0013, "im_ar_max": 1.0013, "im_kilobytes": { "jpg": 7295.17 }, "im_kilobytes_mean": 7295.17, "im_kilobytes_min": 7295.17, "im_kilobytes_max": 7295.17, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 173.93 }, "im_clarity_mean": 173.93, "im_clarity_min": 173.93, "im_clarity_max": 173.93, "im_luma": { "jpg": 246.07 }, "im_luma_mean": 246.07, "im_luma_min": 246.07, "im_luma_max": 246.07, "im_saturation": { "jpg": 11.73 }, "im_saturation_mean": 11.73, "im_saturation_min": 11.73, "im_saturation_max": 11.73, "im_entropy": { "jpg": 1.17 }, "im_entropy_mean": 1.17, "im_entropy_min": 1.17, "im_entropy_max": 1.17, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999214334466, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 7.789107709985838e-08, "language_detection_annotation_lingua_2_lan": "pt", "language_detection_annotation_lingua_2_score": 5.924515996180634e-10, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8218711614608765, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.00923918280750513, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.00855137687176466, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9861553311347961, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7322110533714294, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996887445449829, "text_quality_nvidia_edu_nemotron4_score": 2.58984375, "text_quality_nvidia_edu_mixtral_score": 2.45703125, "text_quality_dclmbaseline_fasttext_score": 0.9992840886116028, "text_quality_dolma3_fasttext_score": 0.9984171986579895, "custom_fasttext_val_fasttext_score": 0.0007184147834777832, "custom_fasttext_core_fasttext_score": 1.7404556274414062e-05, "custom_fasttext_val_clean_fasttext_score": 0.00028067827224731445, "custom_fasttext_core_clean_fasttext_score": 7.3909759521484375e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.21875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.03125, "within_sample_repetition_detection": 7.0 }, "108": { "detoxify": 1, "length_chars": 842, "length_tokens": 3673, "length_tokens_text_only": 345, "length_tokens_trainable_only": 223, "length_images": 1, "iqa_live_mean": 0.31430161601365214, "iqa_live_min": 0.31430161601365214, "iqa_live_max": 0.31430161601365214, "iqa_csiq_mean": 0.47150081396102905, "iqa_csiq_min": 0.47150081396102905, "iqa_csiq_max": 0.47150081396102905, "iqa_tid2013_mean": 0.2940909597608778, "iqa_tid2013_min": 0.2940909597608778, "iqa_tid2013_max": 0.2940909597608778, "iqa_kadid10k_mean": 0.2279052734375, "iqa_kadid10k_min": 0.2279052734375, "iqa_kadid10k_max": 0.2279052734375, "iqa_flive_mean": 0.635287506411774, "iqa_flive_min": 0.635287506411774, "iqa_flive_max": 0.635287506411774, "iqa_spaq_mean": 0.27498279918323865, "iqa_spaq_min": 0.27498279918323865, "iqa_spaq_max": 0.27498279918323865, "iqa_clive_mean": 0.36499520504113403, "iqa_clive_min": 0.36499520504113403, "iqa_clive_max": 0.36499520504113403, "iqa_koniq10k_mean": 0.6340862620960583, "iqa_koniq10k_min": 0.6340862620960583, "iqa_koniq10k_max": 0.6340862620960583, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 5.385733237572793e-19 }, { "lang": "eo", "score": 8.018603875437257e-27 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8138054013252258 }, { "lang": "ru", "score": 0.010108964517712593 }, { "lang": "fr", "score": 0.0070179421454668045 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.31430161601365214, "iqa_v2_live_min": 0.31430161601365214, "iqa_v2_live_max": 0.31430161601365214, "iqa_v2_csiq_mean": 0.47150081396102905, "iqa_v2_csiq_min": 0.47150081396102905, "iqa_v2_csiq_max": 0.47150081396102905, "iqa_v2_tid2013_mean": 0.2940909597608778, "iqa_v2_tid2013_min": 0.2940909597608778, "iqa_v2_tid2013_max": 0.2940909597608778, "iqa_v2_kadid10k_mean": 0.2279052734375, "iqa_v2_kadid10k_min": 0.2279052734375, "iqa_v2_kadid10k_max": 0.2279052734375, "iqa_v2_flive_mean": 0.635287506411774, "iqa_v2_flive_min": 0.635287506411774, "iqa_v2_flive_max": 0.635287506411774, "iqa_v2_spaq_mean": 0.27498279918323865, "iqa_v2_spaq_min": 0.27498279918323865, "iqa_v2_spaq_max": 0.27498279918323865, "iqa_v2_clive_mean": 0.36499520504113403, "iqa_v2_clive_min": 0.36499520504113403, "iqa_v2_clive_max": 0.36499520504113403, "iqa_v2_koniq10k_mean": 0.6340862620960583, "iqa_v2_koniq10k_min": 0.6340862620960583, "iqa_v2_koniq10k_max": 0.6340862620960583, "imdecont": { "jpg": 0.4521505832672119 }, "imdecont_image_match": { "jpg": 145933 }, "imdecont_max": 0.4521505832672119, "imdecont_mean": 0.4521505832672119, "imdecont_min": 0.4521505832672119, "clip_score_clip_vitl14_224_prev_turn_only_min": 23.984375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 23.984375, "clip_score_clip_vitl14_224_prev_turn_only_max": 23.984375, "clip_score_dfn_public_prev_turn_only_min": 2.138671875, "clip_score_dfn_public_prev_turn_only_mean": 2.138671875, "clip_score_dfn_public_prev_turn_only_max": 2.138671875, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.484375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.484375, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.484375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.265625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.265625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.265625, "clip_score_clip_vitl14_224_next_turn_only_min": 25.59375, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.59375, "clip_score_clip_vitl14_224_next_turn_only_max": 25.59375, "clip_score_dfn_public_next_turn_only_min": 2.8125, "clip_score_dfn_public_next_turn_only_mean": 2.8125, "clip_score_dfn_public_next_turn_only_max": 2.8125, "clip_score_siglip2_b16_224_next_turn_only_min": 3.078125, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.078125, "clip_score_siglip2_b16_224_next_turn_only_max": 3.078125, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.40625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.40625, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.984375, "clip_score_dfn_public_prev_and_next_turn_min": 2.138671875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.138671875, "clip_score_dfn_public_prev_and_next_turn_max": 2.138671875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.484375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.484375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.015625, "im_height": { "jpg": 1866 }, "im_height_mean": 1866.0, "im_height_min": 1866, "im_height_max": 1866, "im_width": { "jpg": 1407 }, "im_width_mean": 1407.0, "im_width_min": 1407, "im_width_max": 1407, "im_ar": { "jpg": 0.754 }, "im_ar_mean": 0.754, "im_ar_min": 0.754, "im_ar_max": 0.754, "im_kilobytes": { "jpg": 7691.78 }, "im_kilobytes_mean": 7691.78, "im_kilobytes_min": 7691.78, "im_kilobytes_max": 7691.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 255.46 }, "im_clarity_mean": 255.46, "im_clarity_min": 255.46, "im_clarity_max": 255.46, "im_luma": { "jpg": 193.8 }, "im_luma_mean": 193.8, "im_luma_min": 193.8, "im_luma_max": 193.8, "im_saturation": { "jpg": 88.49 }, "im_saturation_mean": 88.49, "im_saturation_min": 88.49, "im_saturation_max": 88.49, "im_entropy": { "jpg": 1.29 }, "im_entropy_mean": 1.29, "im_entropy_min": 1.29, "im_entropy_max": 1.29, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 5.385733237572793e-19, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 8.018603875437257e-27, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8138054013252258, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.010108964517712593, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.0070179421454668045, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9924430251121521, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7479010820388794, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995717406272888, "text_quality_nvidia_edu_nemotron4_score": 2.12109375, "text_quality_nvidia_edu_mixtral_score": 2.080078125, "text_quality_dclmbaseline_fasttext_score": 0.9997532963752747, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0005291104316711426, "custom_fasttext_core_fasttext_score": 4.291534423828125e-06, "custom_fasttext_val_clean_fasttext_score": 0.0005022287368774414, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.203125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.1953125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0078125, "within_sample_repetition_detection": 4.0 }, "110": { "detoxify": 1, "length_chars": 308, "length_tokens": 2452, "length_tokens_text_only": 148, "length_tokens_trainable_only": 83, "length_images": 1, "iqa_live_mean": 0.5070987662883719, "iqa_live_min": 0.5070987662883719, "iqa_live_max": 0.5070987662883719, "iqa_csiq_mean": 0.654972493648529, "iqa_csiq_min": 0.654972493648529, "iqa_csiq_max": 0.654972493648529, "iqa_tid2013_mean": 0.3631013764275445, "iqa_tid2013_min": 0.3631013764275445, "iqa_tid2013_max": 0.3631013764275445, "iqa_kadid10k_mean": 0.485595703125, "iqa_kadid10k_min": 0.485595703125, "iqa_kadid10k_max": 0.485595703125, "iqa_flive_mean": 0.6691219445430872, "iqa_flive_min": 0.6691219445430872, "iqa_flive_max": 0.6691219445430872, "iqa_spaq_mean": 0.42239441534485483, "iqa_spaq_min": 0.42239441534485483, "iqa_spaq_max": 0.42239441534485483, "iqa_clive_mean": 0.41455328584921486, "iqa_clive_min": 0.41455328584921486, "iqa_clive_max": 0.41455328584921486, "iqa_koniq10k_mean": 0.6536569306344697, "iqa_koniq10k_min": 0.6536569306344697, "iqa_koniq10k_max": 0.6536569306344697, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999992449058 }, { "lang": "la", "score": 7.524837974818473e-10 }, { "lang": "de", "score": 2.5154968704441656e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8235315084457397 }, { "lang": "fr", "score": 0.008104040287435055 }, { "lang": "ru", "score": 0.0066564250737428665 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5070987662883719, "iqa_v2_live_min": 0.5070987662883719, "iqa_v2_live_max": 0.5070987662883719, "iqa_v2_csiq_mean": 0.654972493648529, "iqa_v2_csiq_min": 0.654972493648529, "iqa_v2_csiq_max": 0.654972493648529, "iqa_v2_tid2013_mean": 0.3631013764275445, "iqa_v2_tid2013_min": 0.3631013764275445, "iqa_v2_tid2013_max": 0.3631013764275445, "iqa_v2_kadid10k_mean": 0.485595703125, "iqa_v2_kadid10k_min": 0.485595703125, "iqa_v2_kadid10k_max": 0.485595703125, "iqa_v2_flive_mean": 0.6691219445430872, "iqa_v2_flive_min": 0.6691219445430872, "iqa_v2_flive_max": 0.6691219445430872, "iqa_v2_spaq_mean": 0.42239441534485483, "iqa_v2_spaq_min": 0.42239441534485483, "iqa_v2_spaq_max": 0.42239441534485483, "iqa_v2_clive_mean": 0.41455328584921486, "iqa_v2_clive_min": 0.41455328584921486, "iqa_v2_clive_max": 0.41455328584921486, "iqa_v2_koniq10k_mean": 0.6536569306344697, "iqa_v2_koniq10k_min": 0.6536569306344697, "iqa_v2_koniq10k_max": 0.6536569306344697, "imdecont": { "jpg": 0.6448431015014648 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.6448431015014648, "imdecont_mean": 0.6448431015014648, "imdecont_min": 0.6448431015014648, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.25, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.25, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.25, "clip_score_dfn_public_prev_turn_only_min": 1.337890625, "clip_score_dfn_public_prev_turn_only_mean": 1.337890625, "clip_score_dfn_public_prev_turn_only_max": 1.337890625, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.9375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.9375, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.9375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.140625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.140625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.140625, "clip_score_clip_vitl14_224_next_turn_only_min": 29.421875, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.421875, "clip_score_clip_vitl14_224_next_turn_only_max": 29.421875, "clip_score_dfn_public_next_turn_only_min": 4.3125, "clip_score_dfn_public_next_turn_only_mean": 4.3125, "clip_score_dfn_public_next_turn_only_max": 4.3125, "clip_score_siglip2_b16_224_next_turn_only_min": 1.5, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.5, "clip_score_siglip2_b16_224_next_turn_only_max": 1.5, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.09375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.09375, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.8125, "clip_score_dfn_public_prev_and_next_turn_min": 3.849609375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.849609375, "clip_score_dfn_public_prev_and_next_turn_max": 3.849609375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.90625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.90625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.515625, "im_height": { "jpg": 1720 }, "im_height_mean": 1720.0, "im_height_min": 1720, "im_height_max": 1720, "im_width": { "jpg": 971 }, "im_width_mean": 971.0, "im_width_min": 971, "im_width_max": 971, "im_ar": { "jpg": 0.5645 }, "im_ar_mean": 0.5645, "im_ar_min": 0.5645, "im_ar_max": 0.5645, "im_kilobytes": { "jpg": 4892.93 }, "im_kilobytes_mean": 4892.93, "im_kilobytes_min": 4892.93, "im_kilobytes_max": 4892.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 258.13 }, "im_clarity_mean": 258.13, "im_clarity_min": 258.13, "im_clarity_max": 258.13, "im_luma": { "jpg": 244.2 }, "im_luma_mean": 244.2, "im_luma_min": 244.2, "im_luma_max": 244.2, "im_saturation": { "jpg": 50.31 }, "im_saturation_mean": 50.31, "im_saturation_min": 50.31, "im_saturation_max": 50.31, "im_entropy": { "jpg": 1.36 }, "im_entropy_mean": 1.36, "im_entropy_min": 1.36, "im_entropy_max": 1.36, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999992449058, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 7.524837974818473e-10, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 2.5154968704441656e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8235315084457397, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.008104040287435055, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.0066564250737428665, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.991925060749054, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5219236612319946, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995632767677307, "text_quality_nvidia_edu_nemotron4_score": 2.248046875, "text_quality_nvidia_edu_mixtral_score": 1.9873046875, "text_quality_dclmbaseline_fasttext_score": 0.9999220371246338, "text_quality_dolma3_fasttext_score": 0.996706485748291, "custom_fasttext_val_fasttext_score": 0.0012371540069580078, "custom_fasttext_core_fasttext_score": 8.106231689453125e-06, "custom_fasttext_val_clean_fasttext_score": 0.0006448626518249512, "custom_fasttext_core_clean_fasttext_score": 0.0004960298538208008, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.296875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.078125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.21875, "within_sample_repetition_detection": 8.0 }, "102": { "detoxify": 1, "length_chars": 573, "length_tokens": 2837, "length_tokens_text_only": 277, "length_tokens_trainable_only": 147, "length_images": 1, "iqa_live_mean": 0.4172846090914023, "iqa_live_min": 0.4172846090914023, "iqa_live_max": 0.4172846090914023, "iqa_csiq_mean": 0.561588704586029, "iqa_csiq_min": 0.561588704586029, "iqa_csiq_max": 0.561588704586029, "iqa_tid2013_mean": 0.3046161333719889, "iqa_tid2013_min": 0.3046161333719889, "iqa_tid2013_max": 0.3046161333719889, "iqa_kadid10k_mean": 0.427490234375, "iqa_kadid10k_min": 0.427490234375, "iqa_kadid10k_max": 0.427490234375, "iqa_flive_mean": 0.6305033365885417, "iqa_flive_min": 0.6305033365885417, "iqa_flive_max": 0.6305033365885417, "iqa_spaq_mean": 0.29344870827414776, "iqa_spaq_min": 0.29344870827414776, "iqa_spaq_max": 0.29344870827414776, "iqa_clive_mean": 0.304152402010831, "iqa_clive_min": 0.304152402010831, "iqa_clive_max": 0.304152402010831, "iqa_koniq10k_mean": 0.5913147974495936, "iqa_koniq10k_min": 0.5913147974495936, "iqa_koniq10k_max": 0.5913147974495936, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999998619 }, { "lang": "la", "score": 1.3809269716492376e-13 }, { "lang": "tl", "score": 1.8558186019692046e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8100548982620239 }, { "lang": "es", "score": 0.012162896804511547 }, { "lang": "hi", "score": 0.0077665275894105434 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.4172846090914023, "iqa_v2_live_min": 0.4172846090914023, "iqa_v2_live_max": 0.4172846090914023, "iqa_v2_csiq_mean": 0.561588704586029, "iqa_v2_csiq_min": 0.561588704586029, "iqa_v2_csiq_max": 0.561588704586029, "iqa_v2_tid2013_mean": 0.3046161333719889, "iqa_v2_tid2013_min": 0.3046161333719889, "iqa_v2_tid2013_max": 0.3046161333719889, "iqa_v2_kadid10k_mean": 0.427490234375, "iqa_v2_kadid10k_min": 0.427490234375, "iqa_v2_kadid10k_max": 0.427490234375, "iqa_v2_flive_mean": 0.6304737437855115, "iqa_v2_flive_min": 0.6304737437855115, "iqa_v2_flive_max": 0.6304737437855115, "iqa_v2_spaq_mean": 0.29344870827414776, "iqa_v2_spaq_min": 0.29344870827414776, "iqa_v2_spaq_max": 0.29344870827414776, "iqa_v2_clive_mean": 0.304152402010831, "iqa_v2_clive_min": 0.304152402010831, "iqa_v2_clive_max": 0.304152402010831, "iqa_v2_koniq10k_mean": 0.5913147974495936, "iqa_v2_koniq10k_min": 0.5913147974495936, "iqa_v2_koniq10k_max": 0.5913147974495936, "imdecont": { "jpg": 0.481395959854126 }, "imdecont_image_match": { "jpg": 204629 }, "imdecont_max": 0.481395959854126, "imdecont_mean": 0.481395959854126, "imdecont_min": 0.481395959854126, "clip_score_clip_vitl14_224_prev_turn_only_min": 23.828125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 23.828125, "clip_score_clip_vitl14_224_prev_turn_only_max": 23.828125, "clip_score_dfn_public_prev_turn_only_min": 2.205078125, "clip_score_dfn_public_prev_turn_only_mean": 2.205078125, "clip_score_dfn_public_prev_turn_only_max": 2.205078125, "clip_score_siglip2_b16_224_prev_turn_only_min": -2.53125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.53125, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.53125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.34375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.34375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.34375, "clip_score_clip_vitl14_224_next_turn_only_min": 27.4375, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.4375, "clip_score_clip_vitl14_224_next_turn_only_max": 27.4375, "clip_score_dfn_public_next_turn_only_min": 3.556640625, "clip_score_dfn_public_next_turn_only_mean": 3.556640625, "clip_score_dfn_public_next_turn_only_max": 3.556640625, "clip_score_siglip2_b16_224_next_turn_only_min": -2.1015625, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.1015625, "clip_score_siglip2_b16_224_next_turn_only_max": -2.1015625, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.59375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.59375, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.828125, "clip_score_dfn_public_prev_and_next_turn_min": 2.205078125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.205078125, "clip_score_dfn_public_prev_and_next_turn_max": 2.205078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.625, "im_height": { "jpg": 1790 }, "im_height_mean": 1790.0, "im_height_min": 1790, "im_height_max": 1790, "im_width": { "jpg": 1864 }, "im_width_mean": 1864.0, "im_width_min": 1864, "im_width_max": 1864, "im_ar": { "jpg": 1.0413 }, "im_ar_mean": 1.0413, "im_ar_min": 1.0413, "im_ar_max": 1.0413, "im_kilobytes": { "jpg": 9775.08 }, "im_kilobytes_mean": 9775.08, "im_kilobytes_min": 9775.08, "im_kilobytes_max": 9775.08, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 119.9 }, "im_clarity_mean": 119.9, "im_clarity_min": 119.9, "im_clarity_max": 119.9, "im_luma": { "jpg": 222.32 }, "im_luma_mean": 222.32, "im_luma_min": 222.32, "im_luma_max": 222.32, "im_saturation": { "jpg": 62.98 }, "im_saturation_mean": 62.98, "im_saturation_min": 62.98, "im_saturation_max": 62.98, "im_entropy": { "jpg": 1.3 }, "im_entropy_mean": 1.3, "im_entropy_min": 1.3, "im_entropy_max": 1.3, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999998619, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.3809269716492376e-13, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.8558186019692046e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8100548982620239, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.012162896804511547, "language_detection_annotation_nllb_2_lan": "hi", "language_detection_annotation_nllb_2_score": 0.0077665275894105434, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9842100143432617, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8531961441040039, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999788224697113, "text_quality_nvidia_edu_nemotron4_score": 2.427734375, "text_quality_nvidia_edu_mixtral_score": 2.2734375, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 0.99982088804245, "custom_fasttext_val_fasttext_score": 0.009176313877105713, "custom_fasttext_core_fasttext_score": 0.0005090832710266113, "custom_fasttext_val_clean_fasttext_score": 0.029204130172729492, "custom_fasttext_core_clean_fasttext_score": 0.008616030216217041, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.640625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.609375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.03125, "within_sample_repetition_detection": 7.0 }, "106": { "detoxify": 1, "length_chars": 971, "length_tokens": 2899, "length_tokens_text_only": 339, "length_tokens_trainable_only": 228, "length_images": 1, "iqa_live_mean": 0.49031964697019015, "iqa_live_min": 0.49031964697019015, "iqa_live_max": 0.49031964697019015, "iqa_csiq_mean": 0.621403157711029, "iqa_csiq_min": 0.621403157711029, "iqa_csiq_max": 0.621403157711029, "iqa_tid2013_mean": 0.4173005951775445, "iqa_tid2013_min": 0.4173005951775445, "iqa_tid2013_max": 0.4173005951775445, "iqa_kadid10k_mean": 0.4112548828125, "iqa_kadid10k_min": 0.4112548828125, "iqa_kadid10k_max": 0.4112548828125, "iqa_flive_mean": 0.6705423990885417, "iqa_flive_min": 0.6705423990885417, "iqa_flive_max": 0.6705423990885417, "iqa_spaq_mean": 0.44259643554687506, "iqa_spaq_min": 0.44259643554687506, "iqa_spaq_max": 0.44259643554687506, "iqa_clive_mean": 0.37478055857648757, "iqa_clive_min": 0.37478055857648757, "iqa_clive_max": 0.37478055857648757, "iqa_koniq10k_mean": 0.6505003649779041, "iqa_koniq10k_min": 0.6505003649779041, "iqa_koniq10k_max": 0.6505003649779041, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 4.4662517796895974e-24 }, { "lang": "eo", "score": 2.185525085793218e-29 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.884699285030365 }, { "lang": "ru", "score": 0.005436340346932411 }, { "lang": "th", "score": 0.004550040699541569 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.49029991843483656, "iqa_v2_live_min": 0.49029991843483656, "iqa_v2_live_max": 0.49029991843483656, "iqa_v2_csiq_mean": 0.621403157711029, "iqa_v2_csiq_min": 0.621403157711029, "iqa_v2_csiq_max": 0.621403157711029, "iqa_v2_tid2013_mean": 0.4173005951775445, "iqa_v2_tid2013_min": 0.4173005951775445, "iqa_v2_tid2013_max": 0.4173005951775445, "iqa_v2_kadid10k_mean": 0.4112548828125, "iqa_v2_kadid10k_min": 0.4112548828125, "iqa_v2_kadid10k_max": 0.4112548828125, "iqa_v2_flive_mean": 0.6705423990885417, "iqa_v2_flive_min": 0.6705423990885417, "iqa_v2_flive_max": 0.6705423990885417, "iqa_v2_spaq_mean": 0.44259643554687506, "iqa_v2_spaq_min": 0.44259643554687506, "iqa_v2_spaq_max": 0.44259643554687506, "iqa_v2_clive_mean": 0.37478055857648757, "iqa_v2_clive_min": 0.37478055857648757, "iqa_v2_clive_max": 0.37478055857648757, "iqa_v2_koniq10k_mean": 0.6505003649779041, "iqa_v2_koniq10k_min": 0.6505003649779041, "iqa_v2_koniq10k_max": 0.6505003649779041, "imdecont": { "jpg": 0.5386670827865601 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5386670827865601, "imdecont_mean": 0.5386670827865601, "imdecont_min": 0.5386670827865601, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.53125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.53125, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.53125, "clip_score_dfn_public_prev_turn_only_min": 3.8046875, "clip_score_dfn_public_prev_turn_only_mean": 3.8046875, "clip_score_dfn_public_prev_turn_only_max": 3.8046875, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.34375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.34375, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.34375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.734375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.734375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.734375, "clip_score_clip_vitl14_224_next_turn_only_min": 29.609375, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.609375, "clip_score_clip_vitl14_224_next_turn_only_max": 29.609375, "clip_score_dfn_public_next_turn_only_min": 3.96484375, "clip_score_dfn_public_next_turn_only_mean": 3.96484375, "clip_score_dfn_public_next_turn_only_max": 3.96484375, "clip_score_siglip2_b16_224_next_turn_only_min": 2.671875, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.671875, "clip_score_siglip2_b16_224_next_turn_only_max": 2.671875, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.75, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.75, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.75, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.25, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.25, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.25, "clip_score_dfn_public_prev_and_next_turn_min": 3.779296875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.779296875, "clip_score_dfn_public_prev_and_next_turn_max": 3.779296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.828125, "im_height": { "jpg": 1587 }, "im_height_mean": 1587.0, "im_height_min": 1587, "im_height_max": 1587, "im_width": { "jpg": 1556 }, "im_width_mean": 1556.0, "im_width_min": 1556, "im_width_max": 1556, "im_ar": { "jpg": 0.9805 }, "im_ar_mean": 0.9805, "im_ar_min": 0.9805, "im_ar_max": 0.9805, "im_kilobytes": { "jpg": 7234.49 }, "im_kilobytes_mean": 7234.49, "im_kilobytes_min": 7234.49, "im_kilobytes_max": 7234.49, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 318.32 }, "im_clarity_mean": 318.32, "im_clarity_min": 318.32, "im_clarity_max": 318.32, "im_luma": { "jpg": 238.95 }, "im_luma_mean": 238.95, "im_luma_min": 238.95, "im_luma_max": 238.95, "im_saturation": { "jpg": 42.24 }, "im_saturation_mean": 42.24, "im_saturation_min": 42.24, "im_saturation_max": 42.24, "im_entropy": { "jpg": 1.86 }, "im_entropy_mean": 1.86, "im_entropy_min": 1.86, "im_entropy_max": 1.86, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.4662517796895974e-24, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 2.185525085793218e-29, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.884699285030365, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005436340346932411, "language_detection_annotation_nllb_2_lan": "th", "language_detection_annotation_nllb_2_score": 0.004550040699541569, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9927929639816284, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5615525841712952, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997469782829285, "text_quality_nvidia_edu_nemotron4_score": 2.443359375, "text_quality_nvidia_edu_mixtral_score": 2.357421875, "text_quality_dclmbaseline_fasttext_score": 0.9998015761375427, "text_quality_dolma3_fasttext_score": 0.9999561309814453, "custom_fasttext_val_fasttext_score": 0.0010003447532653809, "custom_fasttext_core_fasttext_score": 4.5299530029296875e-05, "custom_fasttext_val_clean_fasttext_score": 0.0114859938621521, "custom_fasttext_core_clean_fasttext_score": 0.0016450881958007812, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 6.0 }, "88": { "detoxify": 1, "length_chars": 346, "length_tokens": 2737, "length_tokens_text_only": 177, "length_tokens_trainable_only": 88, "length_images": 1, "iqa_live_mean": 0.4963565787883719, "iqa_live_min": 0.4963565787883719, "iqa_live_max": 0.4963565787883719, "iqa_csiq_mean": 0.639713704586029, "iqa_csiq_min": 0.639713704586029, "iqa_csiq_max": 0.639713704586029, "iqa_tid2013_mean": 0.3378192583719889, "iqa_tid2013_min": 0.3378192583719889, "iqa_tid2013_max": 0.3378192583719889, "iqa_kadid10k_mean": 0.3948974609375, "iqa_kadid10k_min": 0.3948974609375, "iqa_kadid10k_max": 0.3948974609375, "iqa_flive_mean": 0.6008020266137942, "iqa_flive_min": 0.6008020266137942, "iqa_flive_max": 0.6008020266137942, "iqa_spaq_mean": 0.3297492133246528, "iqa_spaq_min": 0.3297492133246528, "iqa_spaq_max": 0.3297492133246528, "iqa_clive_mean": 0.32490682120275016, "iqa_clive_min": 0.32490682120275016, "iqa_clive_max": 0.32490682120275016, "iqa_koniq10k_mean": 0.5190294439142401, "iqa_koniq10k_min": 0.5190294439142401, "iqa_koniq10k_max": 0.5190294439142401, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999861 }, { "lang": "la", "score": 1.3956562132659328e-14 }, { "lang": "nl", "score": 3.756050659005548e-20 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8780621886253357 }, { "lang": "pt", "score": 0.005638682283461094 }, { "lang": "te", "score": 0.005147960968315601 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.4963565787883719, "iqa_v2_live_min": 0.4963565787883719, "iqa_v2_live_max": 0.4963565787883719, "iqa_v2_csiq_mean": 0.639713704586029, "iqa_v2_csiq_min": 0.639713704586029, "iqa_v2_csiq_max": 0.639713704586029, "iqa_v2_tid2013_mean": 0.3378192583719889, "iqa_v2_tid2013_min": 0.3378192583719889, "iqa_v2_tid2013_max": 0.3378192583719889, "iqa_v2_kadid10k_mean": 0.3948974609375, "iqa_v2_kadid10k_min": 0.3948974609375, "iqa_v2_kadid10k_max": 0.3948974609375, "iqa_v2_flive_mean": 0.6008020266137942, "iqa_v2_flive_min": 0.6008020266137942, "iqa_v2_flive_max": 0.6008020266137942, "iqa_v2_spaq_mean": 0.3297492133246528, "iqa_v2_spaq_min": 0.3297492133246528, "iqa_v2_spaq_max": 0.3297492133246528, "iqa_v2_clive_mean": 0.32490682120275016, "iqa_v2_clive_min": 0.32490682120275016, "iqa_v2_clive_max": 0.32490682120275016, "iqa_v2_koniq10k_mean": 0.5190294439142401, "iqa_v2_koniq10k_min": 0.5190294439142401, "iqa_v2_koniq10k_max": 0.5190294439142401, "imdecont": { "jpg": 0.48099976778030396 }, "imdecont_image_match": { "jpg": 256613 }, "imdecont_max": 0.48099976778030396, "imdecont_mean": 0.48099976778030396, "imdecont_min": 0.48099976778030396, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.8125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.8125, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.8125, "clip_score_dfn_public_prev_turn_only_min": 2.88671875, "clip_score_dfn_public_prev_turn_only_mean": 2.88671875, "clip_score_dfn_public_prev_turn_only_max": 2.88671875, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.09375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.09375, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.09375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.953125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.953125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.953125, "clip_score_clip_vitl14_224_next_turn_only_min": 21.953125, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.953125, "clip_score_clip_vitl14_224_next_turn_only_max": 21.953125, "clip_score_dfn_public_next_turn_only_min": 2.61328125, "clip_score_dfn_public_next_turn_only_mean": 2.61328125, "clip_score_dfn_public_next_turn_only_max": 2.61328125, "clip_score_siglip2_b16_224_next_turn_only_min": 0.859375, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.859375, "clip_score_siglip2_b16_224_next_turn_only_max": 0.859375, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.28125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.28125, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.859375, "clip_score_dfn_public_prev_and_next_turn_min": 3.662109375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.662109375, "clip_score_dfn_public_prev_and_next_turn_max": 3.662109375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.65625, "im_height": { "jpg": 1116 }, "im_height_mean": 1116.0, "im_height_min": 1116, "im_height_max": 1116, "im_width": { "jpg": 1237 }, "im_width_mean": 1237.0, "im_width_min": 1237, "im_width_max": 1237, "im_ar": { "jpg": 1.1084 }, "im_ar_mean": 1.1084, "im_ar_min": 1.1084, "im_ar_max": 1.1084, "im_kilobytes": { "jpg": 4044.41 }, "im_kilobytes_mean": 4044.41, "im_kilobytes_min": 4044.41, "im_kilobytes_max": 4044.41, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 300.08 }, "im_clarity_mean": 300.08, "im_clarity_min": 300.08, "im_clarity_max": 300.08, "im_luma": { "jpg": 239.5 }, "im_luma_mean": 239.5, "im_luma_min": 239.5, "im_luma_max": 239.5, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 1.11 }, "im_entropy_mean": 1.11, "im_entropy_min": 1.11, "im_entropy_max": 1.11, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999861, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.3956562132659328e-14, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 3.756050659005548e-20, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8780621886253357, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.005638682283461094, "language_detection_annotation_nllb_2_lan": "te", "language_detection_annotation_nllb_2_score": 0.005147960968315601, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9838201999664307, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5436074733734131, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9993153810501099, "text_quality_nvidia_edu_nemotron4_score": 2.20703125, "text_quality_nvidia_edu_mixtral_score": 2.056640625, "text_quality_dclmbaseline_fasttext_score": 0.999760091304779, "text_quality_dolma3_fasttext_score": 0.9999955892562866, "custom_fasttext_val_fasttext_score": 0.00037723779678344727, "custom_fasttext_core_fasttext_score": 3.421306610107422e-05, "custom_fasttext_val_clean_fasttext_score": 0.0017998814582824707, "custom_fasttext_core_clean_fasttext_score": 0.0024580955505371094, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.03125, "within_sample_repetition_detection": 7.0 }, "115": { "detoxify": 1, "length_chars": 301, "length_tokens": 2445, "length_tokens_text_only": 141, "length_tokens_trainable_only": 76, "length_images": 1, "iqa_live_mean": 0.5345115661621094, "iqa_live_min": 0.5345115661621094, "iqa_live_max": 0.5345115661621094, "iqa_csiq_mean": 0.677555501461029, "iqa_csiq_min": 0.677555501461029, "iqa_csiq_max": 0.677555501461029, "iqa_tid2013_mean": 0.4046052826775445, "iqa_tid2013_min": 0.4046052826775445, "iqa_tid2013_max": 0.4046052826775445, "iqa_kadid10k_mean": 0.4957275390625, "iqa_kadid10k_min": 0.4957275390625, "iqa_kadid10k_max": 0.4957275390625, "iqa_flive_mean": 0.6586855493410669, "iqa_flive_min": 0.6586855493410669, "iqa_flive_max": 0.6586855493410669, "iqa_spaq_mean": 0.4889634257615215, "iqa_spaq_min": 0.4889634257615215, "iqa_spaq_max": 0.4889634257615215, "iqa_clive_mean": 0.5109863666572957, "iqa_clive_min": 0.5109863666572957, "iqa_clive_max": 0.5109863666572957, "iqa_koniq10k_mean": 0.6410306680082071, "iqa_koniq10k_min": 0.6410306680082071, "iqa_koniq10k_max": 0.6410306680082071, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999992909118 }, { "lang": "la", "score": 7.043422446097747e-10 }, { "lang": "de", "score": 4.606902078588914e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8169872164726257 }, { "lang": "fr", "score": 0.008457870222628117 }, { "lang": "ru", "score": 0.00624356884509325 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5345115661621094, "iqa_v2_live_min": 0.5345115661621094, "iqa_v2_live_max": 0.5345115661621094, "iqa_v2_csiq_mean": 0.677555501461029, "iqa_v2_csiq_min": 0.677555501461029, "iqa_v2_csiq_max": 0.677555501461029, "iqa_v2_tid2013_mean": 0.4046052826775445, "iqa_v2_tid2013_min": 0.4046052826775445, "iqa_v2_tid2013_max": 0.4046052826775445, "iqa_v2_kadid10k_mean": 0.4957275390625, "iqa_v2_kadid10k_min": 0.4957275390625, "iqa_v2_kadid10k_max": 0.4957275390625, "iqa_v2_flive_mean": 0.6586855493410669, "iqa_v2_flive_min": 0.6586855493410669, "iqa_v2_flive_max": 0.6586855493410669, "iqa_v2_spaq_mean": 0.4889634257615215, "iqa_v2_spaq_min": 0.4889634257615215, "iqa_v2_spaq_max": 0.4889634257615215, "iqa_v2_clive_mean": 0.5109863666572957, "iqa_v2_clive_min": 0.5109863666572957, "iqa_v2_clive_max": 0.5109863666572957, "iqa_v2_koniq10k_mean": 0.6410306680082071, "iqa_v2_koniq10k_min": 0.6410306680082071, "iqa_v2_koniq10k_max": 0.6410306680082071, "imdecont": { "jpg": 0.5544756650924683 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5544756650924683, "imdecont_mean": 0.5544756650924683, "imdecont_min": 0.5544756650924683, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.359375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.359375, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.359375, "clip_score_dfn_public_prev_turn_only_min": 1.66796875, "clip_score_dfn_public_prev_turn_only_mean": 1.66796875, "clip_score_dfn_public_prev_turn_only_max": 1.66796875, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.9296875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.9296875, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.9296875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.140625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.140625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.140625, "clip_score_clip_vitl14_224_next_turn_only_min": 30.5625, "clip_score_clip_vitl14_224_next_turn_only_mean": 30.5625, "clip_score_clip_vitl14_224_next_turn_only_max": 30.5625, "clip_score_dfn_public_next_turn_only_min": 3.54296875, "clip_score_dfn_public_next_turn_only_mean": 3.54296875, "clip_score_dfn_public_next_turn_only_max": 3.54296875, "clip_score_siglip2_b16_224_next_turn_only_min": 3.8125, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.8125, "clip_score_siglip2_b16_224_next_turn_only_max": 3.8125, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.640625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.640625, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.0, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.0, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.0, "clip_score_dfn_public_prev_and_next_turn_min": 3.685546875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.685546875, "clip_score_dfn_public_prev_and_next_turn_max": 3.685546875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.515625, "im_height": { "jpg": 864 }, "im_height_mean": 864.0, "im_height_min": 864, "im_height_max": 864, "im_width": { "jpg": 1602 }, "im_width_mean": 1602.0, "im_width_min": 1602, "im_width_max": 1602, "im_ar": { "jpg": 1.8542 }, "im_ar_mean": 1.8542, "im_ar_min": 1.8542, "im_ar_max": 1.8542, "im_kilobytes": { "jpg": 4055.06 }, "im_kilobytes_mean": 4055.06, "im_kilobytes_min": 4055.06, "im_kilobytes_max": 4055.06, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 264.56 }, "im_clarity_mean": 264.56, "im_clarity_min": 264.56, "im_clarity_max": 264.56, "im_luma": { "jpg": 229.49 }, "im_luma_mean": 229.49, "im_luma_min": 229.49, "im_luma_max": 229.49, "im_saturation": { "jpg": 59.14 }, "im_saturation_mean": 59.14, "im_saturation_min": 59.14, "im_saturation_max": 59.14, "im_entropy": { "jpg": 1.46 }, "im_entropy_mean": 1.46, "im_entropy_min": 1.46, "im_entropy_max": 1.46, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999992909118, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 7.043422446097747e-10, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 4.606902078588914e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8169872164726257, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.008457870222628117, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.00624356884509325, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9892008304595947, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.439968466758728, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9994878768920898, "text_quality_nvidia_edu_nemotron4_score": 2.458984375, "text_quality_nvidia_edu_mixtral_score": 2.17578125, "text_quality_dclmbaseline_fasttext_score": 0.9999204874038696, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0016245245933532715, "custom_fasttext_core_fasttext_score": 2.0265579223632812e-05, "custom_fasttext_val_clean_fasttext_score": 0.0010770559310913086, "custom_fasttext_core_clean_fasttext_score": 0.0016425848007202148, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.265625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.203125, "within_sample_repetition_detection": 7.0 }, "118": { "detoxify": 1, "length_chars": 485, "length_tokens": 2777, "length_tokens_text_only": 217, "length_tokens_trainable_only": 109, "length_images": 1, "iqa_live_mean": 0.5984714777782709, "iqa_live_min": 0.5984714777782709, "iqa_live_max": 0.5984714777782709, "iqa_csiq_mean": 0.740787923336029, "iqa_csiq_min": 0.740787923336029, "iqa_csiq_max": 0.740787923336029, "iqa_tid2013_mean": 0.4655454953511556, "iqa_tid2013_min": 0.4655454953511556, "iqa_tid2013_max": 0.4655454953511556, "iqa_kadid10k_mean": 0.60333251953125, "iqa_kadid10k_min": 0.60333251953125, "iqa_kadid10k_max": 0.60333251953125, "iqa_flive_mean": 0.7291953346946023, "iqa_flive_min": 0.7291953346946023, "iqa_flive_max": 0.7291953346946023, "iqa_spaq_mean": 0.5961633547387942, "iqa_spaq_min": 0.5961633547387942, "iqa_spaq_max": 0.5961633547387942, "iqa_clive_mean": 0.5079284436774977, "iqa_clive_min": 0.5079284436774977, "iqa_clive_max": 0.5079284436774977, "iqa_koniq10k_mean": 0.6995849609375001, "iqa_koniq10k_min": 0.6995849609375001, "iqa_koniq10k_max": 0.6995849609375001, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999994043167 }, { "lang": "la", "score": 5.953255225199491e-10 }, { "lang": "de", "score": 3.4243902882621303e-13 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8443299531936646 }, { "lang": "es", "score": 0.008990520611405373 }, { "lang": "pt", "score": 0.007142943330109119 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5984714777782709, "iqa_v2_live_min": 0.5984714777782709, "iqa_v2_live_max": 0.5984714777782709, "iqa_v2_csiq_mean": 0.740787923336029, "iqa_v2_csiq_min": 0.740787923336029, "iqa_v2_csiq_max": 0.740787923336029, "iqa_v2_tid2013_mean": 0.4655454953511556, "iqa_v2_tid2013_min": 0.4655454953511556, "iqa_v2_tid2013_max": 0.4655454953511556, "iqa_v2_kadid10k_mean": 0.60333251953125, "iqa_v2_kadid10k_min": 0.60333251953125, "iqa_v2_kadid10k_max": 0.60333251953125, "iqa_v2_flive_mean": 0.7291953346946023, "iqa_v2_flive_min": 0.7291953346946023, "iqa_v2_flive_max": 0.7291953346946023, "iqa_v2_spaq_mean": 0.5961633547387942, "iqa_v2_spaq_min": 0.5961633547387942, "iqa_v2_spaq_max": 0.5961633547387942, "iqa_v2_clive_mean": 0.5079284436774977, "iqa_v2_clive_min": 0.5079284436774977, "iqa_v2_clive_max": 0.5079284436774977, "iqa_v2_koniq10k_mean": 0.6995849609375001, "iqa_v2_koniq10k_min": 0.6995849609375001, "iqa_v2_koniq10k_max": 0.6995849609375001, "imdecont": { "jpg": 0.5492913126945496 }, "imdecont_image_match": { "jpg": 204613 }, "imdecont_max": 0.5492913126945496, "imdecont_mean": 0.5492913126945496, "imdecont_min": 0.5492913126945496, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.609375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.609375, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.609375, "clip_score_dfn_public_prev_turn_only_min": 2.611328125, "clip_score_dfn_public_prev_turn_only_mean": 2.611328125, "clip_score_dfn_public_prev_turn_only_max": 2.611328125, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.953125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.953125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.953125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.203125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.203125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.203125, "clip_score_clip_vitl14_224_next_turn_only_min": 28.125, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.125, "clip_score_clip_vitl14_224_next_turn_only_max": 28.125, "clip_score_dfn_public_next_turn_only_min": 2.76953125, "clip_score_dfn_public_next_turn_only_mean": 2.76953125, "clip_score_dfn_public_next_turn_only_max": 2.76953125, "clip_score_siglip2_b16_224_next_turn_only_min": 1.640625, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.640625, "clip_score_siglip2_b16_224_next_turn_only_max": 1.640625, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.796875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.796875, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.0, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.0, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.0, "clip_score_dfn_public_prev_and_next_turn_min": 2.9140625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.9140625, "clip_score_dfn_public_prev_and_next_turn_max": 2.9140625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.25, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.25, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.015625, "im_height": { "jpg": 953 }, "im_height_mean": 953.0, "im_height_min": 953, "im_height_max": 953, "im_width": { "jpg": 1090 }, "im_width_mean": 1090.0, "im_width_min": 1090, "im_width_max": 1090, "im_ar": { "jpg": 1.1438 }, "im_ar_mean": 1.1438, "im_ar_min": 1.1438, "im_ar_max": 1.1438, "im_kilobytes": { "jpg": 3043.27 }, "im_kilobytes_mean": 3043.27, "im_kilobytes_min": 3043.27, "im_kilobytes_max": 3043.27, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 275.15 }, "im_clarity_mean": 275.15, "im_clarity_min": 275.15, "im_clarity_max": 275.15, "im_luma": { "jpg": 226.47 }, "im_luma_mean": 226.47, "im_luma_min": 226.47, "im_luma_max": 226.47, "im_saturation": { "jpg": 36.01 }, "im_saturation_mean": 36.01, "im_saturation_min": 36.01, "im_saturation_max": 36.01, "im_entropy": { "jpg": 1.4 }, "im_entropy_mean": 1.4, "im_entropy_min": 1.4, "im_entropy_max": 1.4, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999994043167, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 5.953255225199491e-10, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 3.4243902882621303e-13, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8443299531936646, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.008990520611405373, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.007142943330109119, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.990742027759552, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.43690648674964905, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995520710945129, "text_quality_nvidia_edu_nemotron4_score": 2.0625, "text_quality_nvidia_edu_mixtral_score": 1.7548828125, "text_quality_dclmbaseline_fasttext_score": 0.9992682337760925, "text_quality_dolma3_fasttext_score": 0.992745041847229, "custom_fasttext_val_fasttext_score": 0.0011739730834960938, "custom_fasttext_core_fasttext_score": 1.1563301086425781e-05, "custom_fasttext_val_clean_fasttext_score": 0.0007463693618774414, "custom_fasttext_core_clean_fasttext_score": 5.638599395751953e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.8359375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.8828125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.046875, "within_sample_repetition_detection": 7.0 }, "92": { "detoxify": 1, "length_chars": 944, "length_tokens": 2232, "length_tokens_text_only": 440, "length_tokens_trainable_only": 323, "length_images": 1, "iqa_live_mean": 0.3326096968217329, "iqa_live_min": 0.3326096968217329, "iqa_live_max": 0.3326096968217329, "iqa_csiq_mean": 0.47531551122665405, "iqa_csiq_min": 0.47531551122665405, "iqa_csiq_max": 0.47531551122665405, "iqa_tid2013_mean": 0.23636526531643337, "iqa_tid2013_min": 0.23636526531643337, "iqa_tid2013_max": 0.23636526531643337, "iqa_kadid10k_mean": 0.1427001953125, "iqa_kadid10k_min": 0.1427001953125, "iqa_kadid10k_max": 0.1427001953125, "iqa_flive_mean": 0.6212703820430872, "iqa_flive_min": 0.6212703820430872, "iqa_flive_max": 0.6212703820430872, "iqa_spaq_mean": 0.37970186483980434, "iqa_spaq_min": 0.37970186483980434, "iqa_spaq_max": 0.37970186483980434, "iqa_clive_mean": 0.37738472524315425, "iqa_clive_min": 0.37738472524315425, "iqa_clive_max": 0.37738472524315425, "iqa_koniq10k_mean": 0.6064663126011088, "iqa_koniq10k_min": 0.6064663126011088, "iqa_koniq10k_max": 0.6064663126011088, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999664938278 }, { "lang": "la", "score": 3.350617130296793e-08 }, { "lang": "eo", "score": 7.351442986165822e-16 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.769619882106781 }, { "lang": "zh", "score": 0.011215746402740479 }, { "lang": "fr", "score": 0.010657102800905704 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3326096968217329, "iqa_v2_live_min": 0.3326096968217329, "iqa_v2_live_max": 0.3326096968217329, "iqa_v2_csiq_mean": 0.47531551122665405, "iqa_v2_csiq_min": 0.47531551122665405, "iqa_v2_csiq_max": 0.47531551122665405, "iqa_v2_tid2013_mean": 0.23636526531643337, "iqa_v2_tid2013_min": 0.23636526531643337, "iqa_v2_tid2013_max": 0.23636526531643337, "iqa_v2_kadid10k_mean": 0.1427001953125, "iqa_v2_kadid10k_min": 0.1427001953125, "iqa_v2_kadid10k_max": 0.1427001953125, "iqa_v2_flive_mean": 0.6212703820430872, "iqa_v2_flive_min": 0.6212703820430872, "iqa_v2_flive_max": 0.6212703820430872, "iqa_v2_spaq_mean": 0.37970186483980434, "iqa_v2_spaq_min": 0.37970186483980434, "iqa_v2_spaq_max": 0.37970186483980434, "iqa_v2_clive_mean": 0.37738472524315425, "iqa_v2_clive_min": 0.37738472524315425, "iqa_v2_clive_max": 0.37738472524315425, "iqa_v2_koniq10k_mean": 0.6064663126011088, "iqa_v2_koniq10k_min": 0.6064663126011088, "iqa_v2_koniq10k_max": 0.6064663126011088, "imdecont": { "jpg": 0.5142818093299866 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5142818093299866, "imdecont_mean": 0.5142818093299866, "imdecont_min": 0.5142818093299866, "clip_score_clip_vitl14_224_prev_turn_only_min": 33.3125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 33.3125, "clip_score_clip_vitl14_224_prev_turn_only_max": 33.3125, "clip_score_dfn_public_prev_turn_only_min": 3.876953125, "clip_score_dfn_public_prev_turn_only_mean": 3.876953125, "clip_score_dfn_public_prev_turn_only_max": 3.876953125, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.328125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.328125, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.328125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.296875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.296875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.296875, "clip_score_clip_vitl14_224_next_turn_only_min": 25.53125, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.53125, "clip_score_clip_vitl14_224_next_turn_only_max": 25.53125, "clip_score_dfn_public_next_turn_only_min": 2.65234375, "clip_score_dfn_public_next_turn_only_mean": 2.65234375, "clip_score_dfn_public_next_turn_only_max": 2.65234375, "clip_score_siglip2_b16_224_next_turn_only_min": -0.09375, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.09375, "clip_score_siglip2_b16_224_next_turn_only_max": -0.09375, "clip_score_longclip_vitl14_224_next_turn_only_min": 27.53125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 27.53125, "clip_score_longclip_vitl14_224_next_turn_only_max": 27.53125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 33.15625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 33.15625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 33.15625, "clip_score_dfn_public_prev_and_next_turn_min": 4.27734375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.27734375, "clip_score_dfn_public_prev_and_next_turn_max": 4.27734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.078125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.078125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.25, "im_height": { "jpg": 2349 }, "im_height_mean": 2349.0, "im_height_min": 2349, "im_height_max": 2349, "im_width": { "jpg": 1619 }, "im_width_mean": 1619.0, "im_width_min": 1619, "im_width_max": 1619, "im_ar": { "jpg": 0.6892 }, "im_ar_mean": 0.6892, "im_ar_min": 0.6892, "im_ar_max": 0.6892, "im_kilobytes": { "jpg": 11141.69 }, "im_kilobytes_mean": 11141.69, "im_kilobytes_min": 11141.69, "im_kilobytes_max": 11141.69, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 211.04 }, "im_clarity_mean": 211.04, "im_clarity_min": 211.04, "im_clarity_max": 211.04, "im_luma": { "jpg": 199.31 }, "im_luma_mean": 199.31, "im_luma_min": 199.31, "im_luma_max": 199.31, "im_saturation": { "jpg": 102.58 }, "im_saturation_mean": 102.58, "im_saturation_min": 102.58, "im_saturation_max": 102.58, "im_entropy": { "jpg": 2.34 }, "im_entropy_mean": 2.34, "im_entropy_min": 2.34, "im_entropy_max": 2.34, "unifilter_score_qwen2_5_1_5b": 0.845703125, "unifilter_score_qwen3_0_6b": -0.249267578125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999664938278, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.350617130296793e-08, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 7.351442986165822e-16, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.769619882106781, "language_detection_annotation_nllb_1_lan": "zh", "language_detection_annotation_nllb_1_score": 0.011215746402740479, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.010657102800905704, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9929612278938293, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5961118936538696, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997251629829407, "text_quality_nvidia_edu_nemotron4_score": 1.9296875, "text_quality_nvidia_edu_mixtral_score": 1.8916015625, "text_quality_dclmbaseline_fasttext_score": 0.9999904632568359, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0012992024421691895, "custom_fasttext_core_fasttext_score": 8.165836334228516e-05, "custom_fasttext_val_clean_fasttext_score": 0.005250394344329834, "custom_fasttext_core_clean_fasttext_score": 0.0024079084396362305, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.015625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.015625, "within_sample_repetition_detection": 6.0 }, "109": { "detoxify": 1, "length_chars": 619, "length_tokens": 2603, "length_tokens_text_only": 299, "length_tokens_trainable_only": 177, "length_images": 1, "iqa_live_mean": 0.44095885151564473, "iqa_live_min": 0.44095885151564473, "iqa_live_max": 0.44095885151564473, "iqa_csiq_mean": 0.605900228023529, "iqa_csiq_min": 0.605900228023529, "iqa_csiq_max": 0.605900228023529, "iqa_tid2013_mean": 0.3228453000386556, "iqa_tid2013_min": 0.3228453000386556, "iqa_tid2013_max": 0.3228453000386556, "iqa_kadid10k_mean": 0.3482666015625, "iqa_kadid10k_min": 0.3482666015625, "iqa_kadid10k_max": 0.3482666015625, "iqa_flive_mean": 0.6071151579269256, "iqa_flive_min": 0.6071151579269256, "iqa_flive_max": 0.6071151579269256, "iqa_spaq_mean": 0.3863306527185922, "iqa_spaq_min": 0.3863306527185922, "iqa_spaq_max": 0.3863306527185922, "iqa_clive_mean": 0.5432227934249724, "iqa_clive_min": 0.5432227934249724, "iqa_clive_max": 0.5432227934249724, "iqa_koniq10k_mean": 0.579793332803129, "iqa_koniq10k_min": 0.579793332803129, "iqa_koniq10k_max": 0.579793332803129, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999548932 }, { "lang": "la", "score": 4.510680094460318e-11 }, { "lang": "fr", "score": 2.3880522740795208e-21 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8314749002456665 }, { "lang": "ru", "score": 0.007398588582873344 }, { "lang": "ko", "score": 0.006037302780896425 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.44091939444493766, "iqa_v2_live_min": 0.44091939444493766, "iqa_v2_live_max": 0.44091939444493766, "iqa_v2_csiq_mean": 0.605778157711029, "iqa_v2_csiq_min": 0.605778157711029, "iqa_v2_csiq_max": 0.605778157711029, "iqa_v2_tid2013_mean": 0.3228453000386556, "iqa_v2_tid2013_min": 0.3228453000386556, "iqa_v2_tid2013_max": 0.3228453000386556, "iqa_v2_kadid10k_mean": 0.3482666015625, "iqa_v2_kadid10k_min": 0.3482666015625, "iqa_v2_kadid10k_max": 0.3482666015625, "iqa_v2_flive_mean": 0.607055972320865, "iqa_v2_flive_min": 0.607055972320865, "iqa_v2_flive_max": 0.607055972320865, "iqa_v2_spaq_mean": 0.3864095668600063, "iqa_v2_spaq_min": 0.3864095668600063, "iqa_v2_spaq_max": 0.3864095668600063, "iqa_v2_clive_mean": 0.5431044222128513, "iqa_v2_clive_min": 0.5431044222128513, "iqa_v2_clive_max": 0.5431044222128513, "iqa_v2_koniq10k_mean": 0.579793332803129, "iqa_v2_koniq10k_min": 0.579793332803129, "iqa_v2_koniq10k_max": 0.579793332803129, "imdecont": { "jpg": 0.43296003341674805 }, "imdecont_image_match": { "jpg": 178536 }, "imdecont_max": 0.43296003341674805, "imdecont_mean": 0.43296003341674805, "imdecont_min": 0.43296003341674805, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.203125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.203125, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.203125, "clip_score_dfn_public_prev_turn_only_min": 2.7265625, "clip_score_dfn_public_prev_turn_only_mean": 2.7265625, "clip_score_dfn_public_prev_turn_only_max": 2.7265625, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.640625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.640625, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.640625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.234375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.234375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.234375, "clip_score_clip_vitl14_224_next_turn_only_min": 20.5625, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.5625, "clip_score_clip_vitl14_224_next_turn_only_max": 20.5625, "clip_score_dfn_public_next_turn_only_min": 1.7412109375, "clip_score_dfn_public_next_turn_only_mean": 1.7412109375, "clip_score_dfn_public_next_turn_only_max": 1.7412109375, "clip_score_siglip2_b16_224_next_turn_only_min": -0.578125, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.578125, "clip_score_siglip2_b16_224_next_turn_only_max": -0.578125, "clip_score_longclip_vitl14_224_next_turn_only_min": 19.859375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 19.859375, "clip_score_longclip_vitl14_224_next_turn_only_max": 19.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.203125, "clip_score_dfn_public_prev_and_next_turn_min": 2.7265625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.7265625, "clip_score_dfn_public_prev_and_next_turn_max": 2.7265625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.109375, "im_height": { "jpg": 786 }, "im_height_mean": 786.0, "im_height_min": 786, "im_height_max": 786, "im_width": { "jpg": 1500 }, "im_width_mean": 1500.0, "im_width_min": 1500, "im_width_max": 1500, "im_ar": { "jpg": 1.9084 }, "im_ar_mean": 1.9084, "im_ar_min": 1.9084, "im_ar_max": 1.9084, "im_kilobytes": { "jpg": 3454.1 }, "im_kilobytes_mean": 3454.1, "im_kilobytes_min": 3454.1, "im_kilobytes_max": 3454.1, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 438.49 }, "im_clarity_mean": 438.49, "im_clarity_min": 438.49, "im_clarity_max": 438.49, "im_luma": { "jpg": 207.71 }, "im_luma_mean": 207.71, "im_luma_min": 207.71, "im_luma_max": 207.71, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 1.27 }, "im_entropy_mean": 1.27, "im_entropy_min": 1.27, "im_entropy_max": 1.27, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999548932, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.510680094460318e-11, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 2.3880522740795208e-21, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8314749002456665, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007398588582873344, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.006037302780896425, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9907708168029785, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.47202757000923157, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997004270553589, "text_quality_nvidia_edu_nemotron4_score": 2.2109375, "text_quality_nvidia_edu_mixtral_score": 2.083984375, "text_quality_dclmbaseline_fasttext_score": 0.9999933242797852, "text_quality_dolma3_fasttext_score": 0.9999611377716064, "custom_fasttext_val_fasttext_score": 0.00048804283142089844, "custom_fasttext_core_fasttext_score": 1.1324882507324219e-05, "custom_fasttext_val_clean_fasttext_score": 0.0003959536552429199, "custom_fasttext_core_clean_fasttext_score": 2.396106719970703e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.421875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.59375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.171875, "within_sample_repetition_detection": 4.0 }, "121": { "detoxify": 1, "length_chars": 822, "length_tokens": 2131, "length_tokens_text_only": 339, "length_tokens_trainable_only": 220, "length_images": 1, "iqa_live_mean": 0.45350620000049313, "iqa_live_min": 0.45350620000049313, "iqa_live_max": 0.45350620000049313, "iqa_csiq_mean": 0.594059407711029, "iqa_csiq_min": 0.594059407711029, "iqa_csiq_max": 0.594059407711029, "iqa_tid2013_mean": 0.3413999875386556, "iqa_tid2013_min": 0.3413999875386556, "iqa_tid2013_max": 0.3413999875386556, "iqa_kadid10k_mean": 0.3636474609375, "iqa_kadid10k_min": 0.3636474609375, "iqa_kadid10k_max": 0.3636474609375, "iqa_flive_mean": 0.6679382324218751, "iqa_flive_min": 0.6679382324218751, "iqa_flive_max": 0.6679382324218751, "iqa_spaq_mean": 0.4551832411024306, "iqa_spaq_min": 0.4551832411024306, "iqa_spaq_max": 0.4551832411024306, "iqa_clive_mean": 0.4077272126168916, "iqa_clive_min": 0.4077272126168916, "iqa_clive_max": 0.4077272126168916, "iqa_koniq10k_mean": 0.6407150114425506, "iqa_koniq10k_min": 0.6407150114425506, "iqa_koniq10k_max": 0.6407150114425506, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999973 }, { "lang": "la", "score": 2.6240850151627405e-15 }, { "lang": "fr", "score": 4.042228673031474e-21 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8375833034515381 }, { "lang": "it", "score": 0.007188133429735899 }, { "lang": "pt", "score": 0.006895473692566156 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.45346674292978606, "iqa_v2_live_min": 0.45346674292978606, "iqa_v2_live_max": 0.45346674292978606, "iqa_v2_csiq_mean": 0.594059407711029, "iqa_v2_csiq_min": 0.594059407711029, "iqa_v2_csiq_max": 0.594059407711029, "iqa_v2_tid2013_mean": 0.3413999875386556, "iqa_v2_tid2013_min": 0.3413999875386556, "iqa_v2_tid2013_max": 0.3413999875386556, "iqa_v2_kadid10k_mean": 0.3636474609375, "iqa_v2_kadid10k_min": 0.3636474609375, "iqa_v2_kadid10k_max": 0.3636474609375, "iqa_v2_flive_mean": 0.6679185038865215, "iqa_v2_flive_min": 0.6679185038865215, "iqa_v2_flive_max": 0.6679185038865215, "iqa_v2_spaq_mean": 0.4552424267084912, "iqa_v2_spaq_min": 0.4552424267084912, "iqa_v2_spaq_max": 0.4552424267084912, "iqa_v2_clive_mean": 0.40776666968759867, "iqa_v2_clive_min": 0.40776666968759867, "iqa_v2_clive_max": 0.40776666968759867, "iqa_v2_koniq10k_mean": 0.6407150114425506, "iqa_v2_koniq10k_min": 0.6407150114425506, "iqa_v2_koniq10k_max": 0.6407150114425506, "imdecont": { "jpg": 0.5847901105880737 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.5847901105880737, "imdecont_mean": 0.5847901105880737, "imdecont_min": 0.5847901105880737, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.5, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.5, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.5, "clip_score_dfn_public_prev_turn_only_min": 3.451171875, "clip_score_dfn_public_prev_turn_only_mean": 3.451171875, "clip_score_dfn_public_prev_turn_only_max": 3.451171875, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.640625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.640625, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.640625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.9375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.9375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.9375, "clip_score_clip_vitl14_224_next_turn_only_min": 29.65625, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.65625, "clip_score_clip_vitl14_224_next_turn_only_max": 29.65625, "clip_score_dfn_public_next_turn_only_min": 4.28515625, "clip_score_dfn_public_next_turn_only_mean": 4.28515625, "clip_score_dfn_public_next_turn_only_max": 4.28515625, "clip_score_siglip2_b16_224_next_turn_only_min": 6.171875, "clip_score_siglip2_b16_224_next_turn_only_mean": 6.171875, "clip_score_siglip2_b16_224_next_turn_only_max": 6.171875, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.921875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.921875, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.9375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.9375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.9375, "clip_score_dfn_public_prev_and_next_turn_min": 3.64453125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.64453125, "clip_score_dfn_public_prev_and_next_turn_max": 3.64453125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.46875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.46875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.6875, "im_height": { "jpg": 1980 }, "im_height_mean": 1980.0, "im_height_min": 1980, "im_height_max": 1980, "im_width": { "jpg": 1243 }, "im_width_mean": 1243.0, "im_width_min": 1243, "im_width_max": 1243, "im_ar": { "jpg": 0.6278 }, "im_ar_mean": 0.6278, "im_ar_min": 0.6278, "im_ar_max": 0.6278, "im_kilobytes": { "jpg": 7210.37 }, "im_kilobytes_mean": 7210.37, "im_kilobytes_min": 7210.37, "im_kilobytes_max": 7210.37, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 257.67 }, "im_clarity_mean": 257.67, "im_clarity_min": 257.67, "im_clarity_max": 257.67, "im_luma": { "jpg": 232.46 }, "im_luma_mean": 232.46, "im_luma_min": 232.46, "im_luma_max": 232.46, "im_saturation": { "jpg": 74.56 }, "im_saturation_mean": 74.56, "im_saturation_min": 74.56, "im_saturation_max": 74.56, "im_entropy": { "jpg": 1.96 }, "im_entropy_mean": 1.96, "im_entropy_min": 1.96, "im_entropy_max": 1.96, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999973, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.6240850151627405e-15, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 4.042228673031474e-21, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8375833034515381, "language_detection_annotation_nllb_1_lan": "it", "language_detection_annotation_nllb_1_score": 0.007188133429735899, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.006895473692566156, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9855008721351624, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.9204970002174377, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9992679953575134, "text_quality_nvidia_edu_nemotron4_score": 2.359375, "text_quality_nvidia_edu_mixtral_score": 2.48828125, "text_quality_dclmbaseline_fasttext_score": 0.9982396960258484, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.001974821090698242, "custom_fasttext_core_fasttext_score": 6.198883056640625e-05, "custom_fasttext_val_clean_fasttext_score": 0.0009746551513671875, "custom_fasttext_core_clean_fasttext_score": 5.924701690673828e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.296875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.265625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.03125, "within_sample_repetition_detection": 6.0 }, "114": { "detoxify": 1, "length_chars": 775, "length_tokens": 2899, "length_tokens_text_only": 339, "length_tokens_trainable_only": 239, "length_images": 1, "iqa_live_mean": 0.24422585843789446, "iqa_live_min": 0.24422585843789446, "iqa_live_max": 0.24422585843789446, "iqa_csiq_mean": 0.34698909521102905, "iqa_csiq_min": 0.34698909521102905, "iqa_csiq_max": 0.34698909521102905, "iqa_tid2013_mean": 0.20902151531643337, "iqa_tid2013_min": 0.20902151531643337, "iqa_tid2013_max": 0.20902151531643337, "iqa_kadid10k_mean": 0.1309814453125, "iqa_kadid10k_min": 0.1309814453125, "iqa_kadid10k_max": 0.1309814453125, "iqa_flive_mean": 0.5626470392400569, "iqa_flive_min": 0.5626470392400569, "iqa_flive_max": 0.5626470392400569, "iqa_spaq_mean": 0.2959739607994003, "iqa_spaq_min": 0.2959739607994003, "iqa_spaq_max": 0.2959739607994003, "iqa_clive_mean": 0.50001730100073, "iqa_clive_min": 0.50001730100073, "iqa_clive_max": 0.50001730100073, "iqa_koniq10k_mean": 0.6576026377051768, "iqa_koniq10k_min": 0.6576026377051768, "iqa_koniq10k_max": 0.6576026377051768, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999927507 }, { "lang": "la", "score": 7.24929915695174e-12 }, { "lang": "tl", "score": 1.4629331728909623e-20 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8585447669029236 }, { "lang": "vi", "score": 0.006667060311883688 }, { "lang": "pt", "score": 0.005976433865725994 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.24422585843789446, "iqa_v2_live_min": 0.24422585843789446, "iqa_v2_live_max": 0.24422585843789446, "iqa_v2_csiq_mean": 0.34698909521102905, "iqa_v2_csiq_min": 0.34698909521102905, "iqa_v2_csiq_max": 0.34698909521102905, "iqa_v2_tid2013_mean": 0.20902151531643337, "iqa_v2_tid2013_min": 0.20902151531643337, "iqa_v2_tid2013_max": 0.20902151531643337, "iqa_v2_kadid10k_mean": 0.1309814453125, "iqa_v2_kadid10k_min": 0.1309814453125, "iqa_v2_kadid10k_max": 0.1309814453125, "iqa_v2_flive_mean": 0.562725953381471, "iqa_v2_flive_min": 0.562725953381471, "iqa_v2_flive_max": 0.562725953381471, "iqa_v2_spaq_mean": 0.2959739607994003, "iqa_v2_spaq_min": 0.2959739607994003, "iqa_v2_spaq_max": 0.2959739607994003, "iqa_v2_clive_mean": 0.50001730100073, "iqa_v2_clive_min": 0.50001730100073, "iqa_v2_clive_max": 0.50001730100073, "iqa_v2_koniq10k_mean": 0.6572869811395202, "iqa_v2_koniq10k_min": 0.6572869811395202, "iqa_v2_koniq10k_max": 0.6572869811395202, "imdecont": { "jpg": 0.5652037858963013 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5652037858963013, "imdecont_mean": 0.5652037858963013, "imdecont_min": 0.5652037858963013, "clip_score_clip_vitl14_224_prev_turn_only_min": 31.890625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 31.890625, "clip_score_clip_vitl14_224_prev_turn_only_max": 31.890625, "clip_score_dfn_public_prev_turn_only_min": 3.091796875, "clip_score_dfn_public_prev_turn_only_mean": 3.091796875, "clip_score_dfn_public_prev_turn_only_max": 3.091796875, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.890625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.890625, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.890625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.21875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.21875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.21875, "clip_score_clip_vitl14_224_next_turn_only_min": 30.9375, "clip_score_clip_vitl14_224_next_turn_only_mean": 30.9375, "clip_score_clip_vitl14_224_next_turn_only_max": 30.9375, "clip_score_dfn_public_next_turn_only_min": 2.935546875, "clip_score_dfn_public_next_turn_only_mean": 2.935546875, "clip_score_dfn_public_next_turn_only_max": 2.935546875, "clip_score_siglip2_b16_224_next_turn_only_min": 4.84375, "clip_score_siglip2_b16_224_next_turn_only_mean": 4.84375, "clip_score_siglip2_b16_224_next_turn_only_max": 4.84375, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.46875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.46875, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 32.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 32.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 32.4375, "clip_score_dfn_public_prev_and_next_turn_min": 3.595703125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.595703125, "clip_score_dfn_public_prev_and_next_turn_max": 3.595703125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.421875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.421875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.53125, "im_height": { "jpg": 2192 }, "im_height_mean": 2192.0, "im_height_min": 2192, "im_height_max": 2192, "im_width": { "jpg": 2015 }, "im_width_mean": 2015.0, "im_width_min": 2015, "im_width_max": 2015, "im_ar": { "jpg": 0.9193 }, "im_ar_mean": 0.9193, "im_ar_min": 0.9193, "im_ar_max": 0.9193, "im_kilobytes": { "jpg": 12940.08 }, "im_kilobytes_mean": 12940.08, "im_kilobytes_min": 12940.08, "im_kilobytes_max": 12940.08, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 168.71 }, "im_clarity_mean": 168.71, "im_clarity_min": 168.71, "im_clarity_max": 168.71, "im_luma": { "jpg": 164.11 }, "im_luma_mean": 164.11, "im_luma_min": 164.11, "im_luma_max": 164.11, "im_saturation": { "jpg": 72.01 }, "im_saturation_mean": 72.01, "im_saturation_min": 72.01, "im_saturation_max": 72.01, "im_entropy": { "jpg": 1.97 }, "im_entropy_mean": 1.97, "im_entropy_min": 1.97, "im_entropy_max": 1.97, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999927507, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 7.24929915695174e-12, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.4629331728909623e-20, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8585447669029236, "language_detection_annotation_nllb_1_lan": "vi", "language_detection_annotation_nllb_1_score": 0.006667060311883688, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.005976433865725994, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.990958571434021, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7674171328544617, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9989138841629028, "text_quality_nvidia_edu_nemotron4_score": 2.177734375, "text_quality_nvidia_edu_mixtral_score": 2.396484375, "text_quality_dclmbaseline_fasttext_score": 0.9987550973892212, "text_quality_dolma3_fasttext_score": 0.9999257326126099, "custom_fasttext_val_fasttext_score": 0.0016295313835144043, "custom_fasttext_core_fasttext_score": 4.220008850097656e-05, "custom_fasttext_val_clean_fasttext_score": 0.006971955299377441, "custom_fasttext_core_clean_fasttext_score": 0.0009968876838684082, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.1171875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.109375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0078125, "within_sample_repetition_detection": 7.0 }, "116": { "detoxify": 1, "length_chars": 1340, "length_tokens": 2327, "length_tokens_text_only": 535, "length_tokens_trainable_only": 389, "length_images": 1, "iqa_live_mean": 0.385876780808574, "iqa_live_min": 0.385876780808574, "iqa_live_max": 0.385876780808574, "iqa_csiq_mean": 0.525883138179779, "iqa_csiq_min": 0.525883138179779, "iqa_csiq_max": 0.525883138179779, "iqa_tid2013_mean": 0.30179495281643337, "iqa_tid2013_min": 0.30179495281643337, "iqa_tid2013_max": 0.30179495281643337, "iqa_kadid10k_mean": 0.3326416015625, "iqa_kadid10k_min": 0.3326416015625, "iqa_kadid10k_max": 0.3326416015625, "iqa_flive_mean": 0.6190706503511679, "iqa_flive_min": 0.6190706503511679, "iqa_flive_max": 0.6190706503511679, "iqa_spaq_mean": 0.2822429001933397, "iqa_spaq_min": 0.2822429001933397, "iqa_spaq_max": 0.2822429001933397, "iqa_clive_mean": 0.35970795756638657, "iqa_clive_min": 0.35970795756638657, "iqa_clive_max": 0.35970795756638657, "iqa_koniq10k_mean": 0.6708602134627526, "iqa_koniq10k_min": 0.6708602134627526, "iqa_koniq10k_max": 0.6708602134627526, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 9.677838681827551e-18 }, { "lang": "eo", "score": 1.5082943209970409e-24 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8346743583679199 }, { "lang": "ru", "score": 0.006732163019478321 }, { "lang": "vi", "score": 0.006447390653192997 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.385876780808574, "iqa_v2_live_min": 0.385876780808574, "iqa_v2_live_max": 0.385876780808574, "iqa_v2_csiq_mean": 0.525883138179779, "iqa_v2_csiq_min": 0.525883138179779, "iqa_v2_csiq_max": 0.525883138179779, "iqa_v2_tid2013_mean": 0.30179495281643337, "iqa_v2_tid2013_min": 0.30179495281643337, "iqa_v2_tid2013_max": 0.30179495281643337, "iqa_v2_kadid10k_mean": 0.3326416015625, "iqa_v2_kadid10k_min": 0.3326416015625, "iqa_v2_kadid10k_max": 0.3326416015625, "iqa_v2_flive_mean": 0.6190706503511679, "iqa_v2_flive_min": 0.6190706503511679, "iqa_v2_flive_max": 0.6190706503511679, "iqa_v2_spaq_mean": 0.2822429001933397, "iqa_v2_spaq_min": 0.2822429001933397, "iqa_v2_spaq_max": 0.2822429001933397, "iqa_v2_clive_mean": 0.35970795756638657, "iqa_v2_clive_min": 0.35970795756638657, "iqa_v2_clive_max": 0.35970795756638657, "iqa_v2_koniq10k_mean": 0.6708602134627526, "iqa_v2_koniq10k_min": 0.6708602134627526, "iqa_v2_koniq10k_max": 0.6708602134627526, "imdecont": { "jpg": 0.5074490308761597 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.5074490308761597, "imdecont_mean": 0.5074490308761597, "imdecont_min": 0.5074490308761597, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.078125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.078125, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.078125, "clip_score_dfn_public_prev_turn_only_min": 3.34765625, "clip_score_dfn_public_prev_turn_only_mean": 3.34765625, "clip_score_dfn_public_prev_turn_only_max": 3.34765625, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.828125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.828125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.828125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.078125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.078125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.078125, "clip_score_clip_vitl14_224_next_turn_only_min": 24.859375, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.859375, "clip_score_clip_vitl14_224_next_turn_only_max": 24.859375, "clip_score_dfn_public_next_turn_only_min": 2.466796875, "clip_score_dfn_public_next_turn_only_mean": 2.466796875, "clip_score_dfn_public_next_turn_only_max": 2.466796875, "clip_score_siglip2_b16_224_next_turn_only_min": 0.59375, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.59375, "clip_score_siglip2_b16_224_next_turn_only_max": 0.59375, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.078125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.078125, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.078125, "clip_score_dfn_public_prev_and_next_turn_min": 3.34765625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.34765625, "clip_score_dfn_public_prev_and_next_turn_max": 3.34765625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.171875, "im_height": { "jpg": 3890 }, "im_height_mean": 3890.0, "im_height_min": 3890, "im_height_max": 3890, "im_width": { "jpg": 2458 }, "im_width_mean": 2458.0, "im_width_min": 2458, "im_width_max": 2458, "im_ar": { "jpg": 0.6319 }, "im_ar_mean": 0.6319, "im_ar_min": 0.6319, "im_ar_max": 0.6319, "im_kilobytes": { "jpg": 28012.56 }, "im_kilobytes_mean": 28012.56, "im_kilobytes_min": 28012.56, "im_kilobytes_max": 28012.56, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 121.99 }, "im_clarity_mean": 121.99, "im_clarity_min": 121.99, "im_clarity_max": 121.99, "im_luma": { "jpg": 228.34 }, "im_luma_mean": 228.34, "im_luma_min": 228.34, "im_luma_max": 228.34, "im_saturation": { "jpg": 17.71 }, "im_saturation_mean": 17.71, "im_saturation_min": 17.71, "im_saturation_max": 17.71, "im_entropy": { "jpg": 1.44 }, "im_entropy_mean": 1.44, "im_entropy_min": 1.44, "im_entropy_max": 1.44, "unifilter_score_qwen2_5_1_5b": -0.587890625, "unifilter_score_qwen3_0_6b": -0.640625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 9.677838681827551e-18, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.5082943209970409e-24, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8346743583679199, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006732163019478321, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.006447390653192997, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9952400922775269, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5209964513778687, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997718930244446, "text_quality_nvidia_edu_nemotron4_score": 2.2578125, "text_quality_nvidia_edu_mixtral_score": 2.083984375, "text_quality_dclmbaseline_fasttext_score": 0.999893069267273, "text_quality_dolma3_fasttext_score": 0.9999542236328125, "custom_fasttext_val_fasttext_score": 0.000980973243713379, "custom_fasttext_core_fasttext_score": 1.990795135498047e-05, "custom_fasttext_val_clean_fasttext_score": 0.0010721683502197266, "custom_fasttext_core_clean_fasttext_score": 6.496906280517578e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.95703125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0703125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.11328125, "within_sample_repetition_detection": 6.0 }, "117": { "detoxify": 1, "length_chars": 1035, "length_tokens": 3819, "length_tokens_text_only": 491, "length_tokens_trainable_only": 350, "length_images": 1, "iqa_live_mean": 0.33355666651870264, "iqa_live_min": 0.33355666651870264, "iqa_live_max": 0.33355666651870264, "iqa_csiq_mean": 0.42280811071395874, "iqa_csiq_min": 0.42280811071395874, "iqa_csiq_max": 0.42280811071395874, "iqa_tid2013_mean": 0.23875241809421113, "iqa_tid2013_min": 0.23875241809421113, "iqa_tid2013_max": 0.23875241809421113, "iqa_kadid10k_mean": 0.2650146484375, "iqa_kadid10k_min": 0.2650146484375, "iqa_kadid10k_max": 0.2650146484375, "iqa_flive_mean": 0.5945678094420771, "iqa_flive_min": 0.5945678094420771, "iqa_flive_max": 0.5945678094420771, "iqa_spaq_mean": 0.24546891029434978, "iqa_spaq_min": 0.24546891029434978, "iqa_spaq_max": 0.24546891029434978, "iqa_clive_mean": 0.4764663619224472, "iqa_clive_min": 0.4764663619224472, "iqa_clive_max": 0.4764663619224472, "iqa_koniq10k_mean": 0.7188400114425506, "iqa_koniq10k_min": 0.7188400114425506, "iqa_koniq10k_max": 0.7188400114425506, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999895385 }, { "lang": "la", "score": 1.0461515032390263e-11 }, { "lang": "eo", "score": 2.7240087653995643e-21 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8284425139427185 }, { "lang": "ru", "score": 0.007100596092641354 }, { "lang": "it", "score": 0.0066145556047558784 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.33355666651870264, "iqa_v2_live_min": 0.33355666651870264, "iqa_v2_live_max": 0.33355666651870264, "iqa_v2_csiq_mean": 0.42280811071395874, "iqa_v2_csiq_min": 0.42280811071395874, "iqa_v2_csiq_max": 0.42280811071395874, "iqa_v2_tid2013_mean": 0.23875241809421113, "iqa_v2_tid2013_min": 0.23875241809421113, "iqa_v2_tid2013_max": 0.23875241809421113, "iqa_v2_kadid10k_mean": 0.2650146484375, "iqa_v2_kadid10k_min": 0.2650146484375, "iqa_v2_kadid10k_max": 0.2650146484375, "iqa_v2_flive_mean": 0.5945678094420771, "iqa_v2_flive_min": 0.5945678094420771, "iqa_v2_flive_max": 0.5945678094420771, "iqa_v2_spaq_mean": 0.24546891029434978, "iqa_v2_spaq_min": 0.24546891029434978, "iqa_v2_spaq_max": 0.24546891029434978, "iqa_v2_clive_mean": 0.4764663619224472, "iqa_v2_clive_min": 0.4764663619224472, "iqa_v2_clive_max": 0.4764663619224472, "iqa_v2_koniq10k_mean": 0.7188400114425506, "iqa_v2_koniq10k_min": 0.7188400114425506, "iqa_v2_koniq10k_max": 0.7188400114425506, "imdecont": { "jpg": 0.5224719643592834 }, "imdecont_image_match": { "jpg": 206566 }, "imdecont_max": 0.5224719643592834, "imdecont_mean": 0.5224719643592834, "imdecont_min": 0.5224719643592834, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.3125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.3125, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.3125, "clip_score_dfn_public_prev_turn_only_min": 4.7265625, "clip_score_dfn_public_prev_turn_only_mean": 4.7265625, "clip_score_dfn_public_prev_turn_only_max": 4.7265625, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.21875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.21875, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.21875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.234375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.234375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.234375, "clip_score_clip_vitl14_224_next_turn_only_min": 24.8125, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.8125, "clip_score_clip_vitl14_224_next_turn_only_max": 24.8125, "clip_score_dfn_public_next_turn_only_min": 3.294921875, "clip_score_dfn_public_next_turn_only_mean": 3.294921875, "clip_score_dfn_public_next_turn_only_max": 3.294921875, "clip_score_siglip2_b16_224_next_turn_only_min": -0.71875, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.71875, "clip_score_siglip2_b16_224_next_turn_only_max": -0.71875, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.46875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.46875, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.3125, "clip_score_dfn_public_prev_and_next_turn_min": 4.7265625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.7265625, "clip_score_dfn_public_prev_and_next_turn_max": 4.7265625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.21875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.21875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.84375, "im_height": { "jpg": 2192 }, "im_height_mean": 2192.0, "im_height_min": 2192, "im_height_max": 2192, "im_width": { "jpg": 2734 }, "im_width_mean": 2734.0, "im_width_min": 2734, "im_width_max": 2734, "im_ar": { "jpg": 1.2473 }, "im_ar_mean": 1.2473, "im_ar_min": 1.2473, "im_ar_max": 1.2473, "im_kilobytes": { "jpg": 17557.41 }, "im_kilobytes_mean": 17557.41, "im_kilobytes_min": 17557.41, "im_kilobytes_max": 17557.41, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 145.48 }, "im_clarity_mean": 145.48, "im_clarity_min": 145.48, "im_clarity_max": 145.48, "im_luma": { "jpg": 182.87 }, "im_luma_mean": 182.87, "im_luma_min": 182.87, "im_luma_max": 182.87, "im_saturation": { "jpg": 49.16 }, "im_saturation_mean": 49.16, "im_saturation_min": 49.16, "im_saturation_max": 49.16, "im_entropy": { "jpg": 1.78 }, "im_entropy_mean": 1.78, "im_entropy_min": 1.78, "im_entropy_max": 1.78, "unifilter_score_qwen2_5_1_5b": 0.1295166015625, "unifilter_score_qwen3_0_6b": 0.71826171875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999895385, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.0461515032390263e-11, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 2.7240087653995643e-21, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8284425139427185, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007100596092641354, "language_detection_annotation_nllb_2_lan": "it", "language_detection_annotation_nllb_2_score": 0.0066145556047558784, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9928792119026184, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.39751216769218445, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997594952583313, "text_quality_nvidia_edu_nemotron4_score": 2.21484375, "text_quality_nvidia_edu_mixtral_score": 1.9482421875, "text_quality_dclmbaseline_fasttext_score": 0.9997979998588562, "text_quality_dolma3_fasttext_score": 0.9999831914901733, "custom_fasttext_val_fasttext_score": 0.002884805202484131, "custom_fasttext_core_fasttext_score": 0.00012552738189697266, "custom_fasttext_val_clean_fasttext_score": 0.0012603402137756348, "custom_fasttext_core_clean_fasttext_score": 9.97781753540039e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.98828125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.9921875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.00390625, "within_sample_repetition_detection": 7.0 }, "111": { "detoxify": 1, "length_chars": 1014, "length_tokens": 2983, "length_tokens_text_only": 423, "length_tokens_trainable_only": 303, "length_images": 1, "iqa_live_mean": 0.23586095944799557, "iqa_live_min": 0.23586095944799557, "iqa_live_max": 0.23586095944799557, "iqa_csiq_mean": 0.36261409521102905, "iqa_csiq_min": 0.36261409521102905, "iqa_csiq_max": 0.36261409521102905, "iqa_tid2013_mean": 0.17820554309421113, "iqa_tid2013_min": 0.17820554309421113, "iqa_tid2013_max": 0.17820554309421113, "iqa_kadid10k_mean": 0.0762939453125, "iqa_kadid10k_min": 0.0762939453125, "iqa_kadid10k_max": 0.0762939453125, "iqa_flive_mean": 0.498529299341067, "iqa_flive_min": 0.498529299341067, "iqa_flive_max": 0.498529299341067, "iqa_spaq_mean": 0.16908002140546088, "iqa_spaq_min": 0.16908002140546088, "iqa_spaq_max": 0.16908002140546088, "iqa_clive_mean": 0.33816439696032596, "iqa_clive_min": 0.33816439696032596, "iqa_clive_max": 0.33816439696032596, "iqa_koniq10k_mean": 0.5592756560354523, "iqa_koniq10k_min": 0.5592756560354523, "iqa_koniq10k_max": 0.5592756560354523, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 3.390317674091363e-17 }, { "lang": "eo", "score": 2.867869684771656e-27 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8335866332054138 }, { "lang": "ru", "score": 0.008531139232218266 }, { "lang": "fr", "score": 0.008342103101313114 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.23586095944799557, "iqa_v2_live_min": 0.23586095944799557, "iqa_v2_live_max": 0.23586095944799557, "iqa_v2_csiq_mean": 0.36261409521102905, "iqa_v2_csiq_min": 0.36261409521102905, "iqa_v2_csiq_max": 0.36261409521102905, "iqa_v2_tid2013_mean": 0.17820554309421113, "iqa_v2_tid2013_min": 0.17820554309421113, "iqa_v2_tid2013_max": 0.17820554309421113, "iqa_v2_kadid10k_mean": 0.0762939453125, "iqa_v2_kadid10k_min": 0.0762939453125, "iqa_v2_kadid10k_max": 0.0762939453125, "iqa_v2_flive_mean": 0.498529299341067, "iqa_v2_flive_min": 0.498529299341067, "iqa_v2_flive_max": 0.498529299341067, "iqa_v2_spaq_mean": 0.16908002140546088, "iqa_v2_spaq_min": 0.16908002140546088, "iqa_v2_spaq_max": 0.16908002140546088, "iqa_v2_clive_mean": 0.33816439696032596, "iqa_v2_clive_min": 0.33816439696032596, "iqa_v2_clive_max": 0.33816439696032596, "iqa_v2_koniq10k_mean": 0.5592756560354523, "iqa_v2_koniq10k_min": 0.5592756560354523, "iqa_v2_koniq10k_max": 0.5592756560354523, "imdecont": { "jpg": 0.5663588047027588 }, "imdecont_image_match": { "jpg": 264727 }, "imdecont_max": 0.5663588047027588, "imdecont_mean": 0.5663588047027588, "imdecont_min": 0.5663588047027588, "clip_score_clip_vitl14_224_prev_turn_only_min": 31.609375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 31.609375, "clip_score_clip_vitl14_224_prev_turn_only_max": 31.609375, "clip_score_dfn_public_prev_turn_only_min": 3.37109375, "clip_score_dfn_public_prev_turn_only_mean": 3.37109375, "clip_score_dfn_public_prev_turn_only_max": 3.37109375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.28125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.28125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.28125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.859375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.859375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.859375, "clip_score_clip_vitl14_224_next_turn_only_min": 28.734375, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.734375, "clip_score_clip_vitl14_224_next_turn_only_max": 28.734375, "clip_score_dfn_public_next_turn_only_min": 3.19921875, "clip_score_dfn_public_next_turn_only_mean": 3.19921875, "clip_score_dfn_public_next_turn_only_max": 3.19921875, "clip_score_siglip2_b16_224_next_turn_only_min": 3.484375, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.484375, "clip_score_siglip2_b16_224_next_turn_only_max": 3.484375, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.90625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.90625, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 31.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 31.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 31.609375, "clip_score_dfn_public_prev_and_next_turn_min": 3.37109375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.37109375, "clip_score_dfn_public_prev_and_next_turn_max": 3.37109375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.28125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.28125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.28125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.6875, "im_height": { "jpg": 2580 }, "im_height_mean": 2580.0, "im_height_min": 2580, "im_height_max": 2580, "im_width": { "jpg": 2649 }, "im_width_mean": 2649.0, "im_width_min": 2649, "im_width_max": 2649, "im_ar": { "jpg": 1.0267 }, "im_ar_mean": 1.0267, "im_ar_min": 1.0267, "im_ar_max": 1.0267, "im_kilobytes": { "jpg": 20022.71 }, "im_kilobytes_mean": 20022.71, "im_kilobytes_min": 20022.71, "im_kilobytes_max": 20022.71, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 200.95 }, "im_clarity_mean": 200.95, "im_clarity_min": 200.95, "im_clarity_max": 200.95, "im_luma": { "jpg": 215.75 }, "im_luma_mean": 215.75, "im_luma_min": 215.75, "im_luma_max": 215.75, "im_saturation": { "jpg": 93.85 }, "im_saturation_mean": 93.85, "im_saturation_min": 93.85, "im_saturation_max": 93.85, "im_entropy": { "jpg": 2.07 }, "im_entropy_mean": 2.07, "im_entropy_min": 2.07, "im_entropy_max": 2.07, "unifilter_score_qwen2_5_1_5b": 1.3818359375, "unifilter_score_qwen3_0_6b": 1.2734375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.390317674091363e-17, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 2.867869684771656e-27, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8335866332054138, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.008531139232218266, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.008342103101313114, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9932305812835693, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5873263478279114, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999612033367157, "text_quality_nvidia_edu_nemotron4_score": 2.052734375, "text_quality_nvidia_edu_mixtral_score": 2.150390625, "text_quality_dclmbaseline_fasttext_score": 0.9998751878738403, "text_quality_dolma3_fasttext_score": 0.9999645948410034, "custom_fasttext_val_fasttext_score": 0.0013961195945739746, "custom_fasttext_core_fasttext_score": 7.987022399902344e-05, "custom_fasttext_val_clean_fasttext_score": 0.006821274757385254, "custom_fasttext_core_clean_fasttext_score": 0.0004705190658569336, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.0546875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0078125, "within_sample_repetition_detection": 6.0 }, "125": { "detoxify": 1, "length_chars": 1103, "length_tokens": 2679, "length_tokens_text_only": 375, "length_tokens_trainable_only": 225, "length_images": 1, "iqa_live_mean": 0.36172901500355104, "iqa_live_min": 0.36172901500355104, "iqa_live_max": 0.36172901500355104, "iqa_csiq_mean": 0.517948567867279, "iqa_csiq_min": 0.517948567867279, "iqa_csiq_max": 0.517948567867279, "iqa_tid2013_mean": 0.2811786333719889, "iqa_tid2013_min": 0.2811786333719889, "iqa_tid2013_max": 0.2811786333719889, "iqa_kadid10k_mean": 0.2928466796875, "iqa_kadid10k_min": 0.2928466796875, "iqa_kadid10k_max": 0.2928466796875, "iqa_flive_mean": 0.5958304357047033, "iqa_flive_min": 0.5958304357047033, "iqa_flive_max": 0.5958304357047033, "iqa_spaq_mean": 0.2776658799913195, "iqa_spaq_min": 0.2776658799913195, "iqa_spaq_max": 0.2776658799913195, "iqa_clive_mean": 0.36886199797042696, "iqa_clive_min": 0.36886199797042696, "iqa_clive_max": 0.36886199797042696, "iqa_koniq10k_mean": 0.595418332803129, "iqa_koniq10k_min": 0.595418332803129, "iqa_koniq10k_max": 0.595418332803129, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 1.5513509347989799e-29 }, { "lang": "tl", "score": 4.3508723428328266e-32 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9038793444633484 }, { "lang": "ru", "score": 0.004298850893974304 }, { "lang": "es", "score": 0.003877013921737671 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.36172901500355104, "iqa_v2_live_min": 0.36172901500355104, "iqa_v2_live_max": 0.36172901500355104, "iqa_v2_csiq_mean": 0.517948567867279, "iqa_v2_csiq_min": 0.517948567867279, "iqa_v2_csiq_max": 0.517948567867279, "iqa_v2_tid2013_mean": 0.2811786333719889, "iqa_v2_tid2013_min": 0.2811786333719889, "iqa_v2_tid2013_max": 0.2811786333719889, "iqa_v2_kadid10k_mean": 0.2928466796875, "iqa_v2_kadid10k_min": 0.2928466796875, "iqa_v2_kadid10k_max": 0.2928466796875, "iqa_v2_flive_mean": 0.5958304357047033, "iqa_v2_flive_min": 0.5958304357047033, "iqa_v2_flive_max": 0.5958304357047033, "iqa_v2_spaq_mean": 0.2776658799913195, "iqa_v2_spaq_min": 0.2776658799913195, "iqa_v2_spaq_max": 0.2776658799913195, "iqa_v2_clive_mean": 0.36886199797042696, "iqa_v2_clive_min": 0.36886199797042696, "iqa_v2_clive_max": 0.36886199797042696, "iqa_v2_koniq10k_mean": 0.595418332803129, "iqa_v2_koniq10k_min": 0.595418332803129, "iqa_v2_koniq10k_max": 0.595418332803129, "imdecont": { "jpg": 0.4606591463088989 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.4606591463088989, "imdecont_mean": 0.4606591463088989, "imdecont_min": 0.4606591463088989, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.375, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.375, "clip_score_dfn_public_prev_turn_only_min": 2.396484375, "clip_score_dfn_public_prev_turn_only_mean": 2.396484375, "clip_score_dfn_public_prev_turn_only_max": 2.396484375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.875, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.421875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.421875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.421875, "clip_score_clip_vitl14_224_next_turn_only_min": 30.90625, "clip_score_clip_vitl14_224_next_turn_only_mean": 30.90625, "clip_score_clip_vitl14_224_next_turn_only_max": 30.90625, "clip_score_dfn_public_next_turn_only_min": 1.60546875, "clip_score_dfn_public_next_turn_only_mean": 1.60546875, "clip_score_dfn_public_next_turn_only_max": 1.60546875, "clip_score_siglip2_b16_224_next_turn_only_min": 2.171875, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.171875, "clip_score_siglip2_b16_224_next_turn_only_max": 2.171875, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.1875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.1875, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.375, "clip_score_dfn_public_prev_and_next_turn_min": 2.396484375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.396484375, "clip_score_dfn_public_prev_and_next_turn_max": 2.396484375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.6875, "im_height": { "jpg": 2613 }, "im_height_mean": 2613.0, "im_height_min": 2613, "im_height_max": 2613, "im_width": { "jpg": 1485 }, "im_width_mean": 1485.0, "im_width_min": 1485, "im_width_max": 1485, "im_ar": { "jpg": 0.5683 }, "im_ar_mean": 0.5683, "im_ar_min": 0.5683, "im_ar_max": 0.5683, "im_kilobytes": { "jpg": 11368.08 }, "im_kilobytes_mean": 11368.08, "im_kilobytes_min": 11368.08, "im_kilobytes_max": 11368.08, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 151.6 }, "im_clarity_mean": 151.6, "im_clarity_min": 151.6, "im_clarity_max": 151.6, "im_luma": { "jpg": 215.42 }, "im_luma_mean": 215.42, "im_luma_min": 215.42, "im_luma_max": 215.42, "im_saturation": { "jpg": 51.82 }, "im_saturation_mean": 51.82, "im_saturation_min": 51.82, "im_saturation_max": 51.82, "im_entropy": { "jpg": 1.78 }, "im_entropy_mean": 1.78, "im_entropy_min": 1.78, "im_entropy_max": 1.78, "unifilter_score_qwen2_5_1_5b": -1.5830078125, "unifilter_score_qwen3_0_6b": -0.65673828125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.5513509347989799e-29, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 4.3508723428328266e-32, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9038793444633484, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.004298850893974304, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.003877013921737671, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.989028811454773, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.697783350944519, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997450709342957, "text_quality_nvidia_edu_nemotron4_score": 2.609375, "text_quality_nvidia_edu_mixtral_score": 2.3125, "text_quality_dclmbaseline_fasttext_score": 0.99314945936203, "text_quality_dolma3_fasttext_score": 0.9992852807044983, "custom_fasttext_val_fasttext_score": 0.0009807348251342773, "custom_fasttext_core_fasttext_score": 1.3709068298339844e-05, "custom_fasttext_val_clean_fasttext_score": 0.001448988914489746, "custom_fasttext_core_clean_fasttext_score": 4.947185516357422e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 8.0 }, "113": { "detoxify": 1, "length_chars": 947, "length_tokens": 2977, "length_tokens_text_only": 417, "length_tokens_trainable_only": 302, "length_images": 1, "iqa_live_mean": 0.4210724878792811, "iqa_live_min": 0.4210724878792811, "iqa_live_max": 0.4210724878792811, "iqa_csiq_mean": 0.525455892086029, "iqa_csiq_min": 0.525455892086029, "iqa_csiq_max": 0.525455892086029, "iqa_tid2013_mean": 0.28855710559421116, "iqa_tid2013_min": 0.28855710559421116, "iqa_tid2013_max": 0.28855710559421116, "iqa_kadid10k_mean": 0.2869873046875, "iqa_kadid10k_min": 0.2869873046875, "iqa_kadid10k_max": 0.2869873046875, "iqa_flive_mean": 0.5789428094420771, "iqa_flive_min": 0.5789428094420771, "iqa_flive_max": 0.5789428094420771, "iqa_spaq_mean": 0.32375173857717804, "iqa_spaq_min": 0.32375173857717804, "iqa_spaq_max": 0.32375173857717804, "iqa_clive_mean": 0.3608127555461845, "iqa_clive_min": 0.3608127555461845, "iqa_clive_max": 0.3608127555461845, "iqa_koniq10k_mean": 0.6078867671465633, "iqa_koniq10k_min": 0.6078867671465633, "iqa_koniq10k_max": 0.6078867671465633, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 3.788728808710948e-18 }, { "lang": "tl", "score": 7.075242918209643e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7800083756446838 }, { "lang": "ru", "score": 0.010261901654303074 }, { "lang": "fr", "score": 0.008176782168447971 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4210724878792811, "iqa_v2_live_min": 0.4210724878792811, "iqa_v2_live_max": 0.4210724878792811, "iqa_v2_csiq_mean": 0.525455892086029, "iqa_v2_csiq_min": 0.525455892086029, "iqa_v2_csiq_max": 0.525455892086029, "iqa_v2_tid2013_mean": 0.28855710559421116, "iqa_v2_tid2013_min": 0.28855710559421116, "iqa_v2_tid2013_max": 0.28855710559421116, "iqa_v2_kadid10k_mean": 0.2869873046875, "iqa_v2_kadid10k_min": 0.2869873046875, "iqa_v2_kadid10k_max": 0.2869873046875, "iqa_v2_flive_mean": 0.5789428094420771, "iqa_v2_flive_min": 0.5789428094420771, "iqa_v2_flive_max": 0.5789428094420771, "iqa_v2_spaq_mean": 0.32375173857717804, "iqa_v2_spaq_min": 0.32375173857717804, "iqa_v2_spaq_max": 0.32375173857717804, "iqa_v2_clive_mean": 0.3608127555461845, "iqa_v2_clive_min": 0.3608127555461845, "iqa_v2_clive_max": 0.3608127555461845, "iqa_v2_koniq10k_mean": 0.6078867671465633, "iqa_v2_koniq10k_min": 0.6078867671465633, "iqa_v2_koniq10k_max": 0.6078867671465633, "imdecont": { "jpg": 0.535519540309906 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.535519540309906, "imdecont_mean": 0.535519540309906, "imdecont_min": 0.535519540309906, "clip_score_clip_vitl14_224_prev_turn_only_min": 33.625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 33.625, "clip_score_clip_vitl14_224_prev_turn_only_max": 33.625, "clip_score_dfn_public_prev_turn_only_min": 4.625, "clip_score_dfn_public_prev_turn_only_mean": 4.625, "clip_score_dfn_public_prev_turn_only_max": 4.625, "clip_score_siglip2_b16_224_prev_turn_only_min": 6.140625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 6.140625, "clip_score_siglip2_b16_224_prev_turn_only_max": 6.140625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.21875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.21875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.21875, "clip_score_clip_vitl14_224_next_turn_only_min": 26.53125, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.53125, "clip_score_clip_vitl14_224_next_turn_only_max": 26.53125, "clip_score_dfn_public_next_turn_only_min": 4.17578125, "clip_score_dfn_public_next_turn_only_mean": 4.17578125, "clip_score_dfn_public_next_turn_only_max": 4.17578125, "clip_score_siglip2_b16_224_next_turn_only_min": 3.96875, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.96875, "clip_score_siglip2_b16_224_next_turn_only_max": 3.96875, "clip_score_longclip_vitl14_224_next_turn_only_min": 27.828125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 27.828125, "clip_score_longclip_vitl14_224_next_turn_only_max": 27.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 33.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 33.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 33.5625, "clip_score_dfn_public_prev_and_next_turn_min": 4.8984375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.8984375, "clip_score_dfn_public_prev_and_next_turn_max": 4.8984375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 5.3125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 5.3125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 5.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.375, "im_height": { "jpg": 2180 }, "im_height_mean": 2180.0, "im_height_min": 2180, "im_height_max": 2180, "im_width": { "jpg": 2297 }, "im_width_mean": 2297.0, "im_width_min": 2297, "im_width_max": 2297, "im_ar": { "jpg": 1.0537 }, "im_ar_mean": 1.0537, "im_ar_min": 1.0537, "im_ar_max": 1.0537, "im_kilobytes": { "jpg": 14670.29 }, "im_kilobytes_mean": 14670.29, "im_kilobytes_min": 14670.29, "im_kilobytes_max": 14670.29, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 182.75 }, "im_clarity_mean": 182.75, "im_clarity_min": 182.75, "im_clarity_max": 182.75, "im_luma": { "jpg": 209.01 }, "im_luma_mean": 209.01, "im_luma_min": 209.01, "im_luma_max": 209.01, "im_saturation": { "jpg": 89.17 }, "im_saturation_mean": 89.17, "im_saturation_min": 89.17, "im_saturation_max": 89.17, "im_entropy": { "jpg": 2.12 }, "im_entropy_mean": 2.12, "im_entropy_min": 2.12, "im_entropy_max": 2.12, "unifilter_score_qwen2_5_1_5b": -0.806640625, "unifilter_score_qwen3_0_6b": -0.98583984375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.788728808710948e-18, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 7.075242918209643e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7800083756446838, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.010261901654303074, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.008176782168447971, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9926018118858337, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7386505007743835, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9986671209335327, "text_quality_nvidia_edu_nemotron4_score": 1.9248046875, "text_quality_nvidia_edu_mixtral_score": 2.0859375, "text_quality_dclmbaseline_fasttext_score": 0.9996115565299988, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.00185394287109375, "custom_fasttext_core_fasttext_score": 0.0001590251922607422, "custom_fasttext_val_clean_fasttext_score": 0.0027223825454711914, "custom_fasttext_core_clean_fasttext_score": 0.0004889965057373047, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.0703125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0390625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.03125, "within_sample_repetition_detection": 5.0 }, "122": { "detoxify": 1, "length_chars": 1839, "length_tokens": 2602, "length_tokens_text_only": 810, "length_tokens_trainable_only": 638, "length_images": 1, "iqa_live_mean": 0.4284115030307962, "iqa_live_min": 0.4284115030307962, "iqa_live_max": 0.4284115030307962, "iqa_csiq_mean": 0.543522298336029, "iqa_csiq_min": 0.543522298336029, "iqa_csiq_max": 0.543522298336029, "iqa_tid2013_mean": 0.33543210559421116, "iqa_tid2013_min": 0.33543210559421116, "iqa_tid2013_max": 0.33543210559421116, "iqa_kadid10k_mean": 0.4151611328125, "iqa_kadid10k_min": 0.4151611328125, "iqa_kadid10k_max": 0.4151611328125, "iqa_flive_mean": 0.6323084975733902, "iqa_flive_min": 0.6323084975733902, "iqa_flive_max": 0.6323084975733902, "iqa_spaq_mean": 0.3133350719105114, "iqa_spaq_min": 0.3133350719105114, "iqa_spaq_max": 0.3133350719105114, "iqa_clive_mean": 0.4014140813037603, "iqa_clive_min": 0.4014140813037603, "iqa_clive_max": 0.4014140813037603, "iqa_koniq10k_mean": 0.6708602134627526, "iqa_koniq10k_min": 0.6708602134627526, "iqa_koniq10k_max": 0.6708602134627526, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 1.5532286398672018e-17 }, { "lang": "eo", "score": 3.01485714133507e-26 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.821084201335907 }, { "lang": "ru", "score": 0.009632137604057789 }, { "lang": "ja", "score": 0.006620121654123068 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4284115030307962, "iqa_v2_live_min": 0.4284115030307962, "iqa_v2_live_max": 0.4284115030307962, "iqa_v2_csiq_mean": 0.543522298336029, "iqa_v2_csiq_min": 0.543522298336029, "iqa_v2_csiq_max": 0.543522298336029, "iqa_v2_tid2013_mean": 0.33543210559421116, "iqa_v2_tid2013_min": 0.33543210559421116, "iqa_v2_tid2013_max": 0.33543210559421116, "iqa_v2_kadid10k_mean": 0.4151611328125, "iqa_v2_kadid10k_min": 0.4151611328125, "iqa_v2_kadid10k_max": 0.4151611328125, "iqa_v2_flive_mean": 0.6323084975733902, "iqa_v2_flive_min": 0.6323084975733902, "iqa_v2_flive_max": 0.6323084975733902, "iqa_v2_spaq_mean": 0.3133350719105114, "iqa_v2_spaq_min": 0.3133350719105114, "iqa_v2_spaq_max": 0.3133350719105114, "iqa_v2_clive_mean": 0.4014140813037603, "iqa_v2_clive_min": 0.4014140813037603, "iqa_v2_clive_max": 0.4014140813037603, "iqa_v2_koniq10k_mean": 0.6708602134627526, "iqa_v2_koniq10k_min": 0.6708602134627526, "iqa_v2_koniq10k_max": 0.6708602134627526, "imdecont": { "jpg": 0.4050139784812927 }, "imdecont_image_match": { "jpg": 205739 }, "imdecont_max": 0.4050139784812927, "imdecont_mean": 0.4050139784812927, "imdecont_min": 0.4050139784812927, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.90625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.90625, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.90625, "clip_score_dfn_public_prev_turn_only_min": 2.580078125, "clip_score_dfn_public_prev_turn_only_mean": 2.580078125, "clip_score_dfn_public_prev_turn_only_max": 2.580078125, "clip_score_siglip2_b16_224_prev_turn_only_min": -3.28125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -3.28125, "clip_score_siglip2_b16_224_prev_turn_only_max": -3.28125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.40625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.40625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.40625, "clip_score_clip_vitl14_224_next_turn_only_min": 26.703125, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.703125, "clip_score_clip_vitl14_224_next_turn_only_max": 26.703125, "clip_score_dfn_public_next_turn_only_min": 3.888671875, "clip_score_dfn_public_next_turn_only_mean": 3.888671875, "clip_score_dfn_public_next_turn_only_max": 3.888671875, "clip_score_siglip2_b16_224_next_turn_only_min": -1.703125, "clip_score_siglip2_b16_224_next_turn_only_mean": -1.703125, "clip_score_siglip2_b16_224_next_turn_only_max": -1.703125, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.046875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.046875, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.90625, "clip_score_dfn_public_prev_and_next_turn_min": 2.580078125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.580078125, "clip_score_dfn_public_prev_and_next_turn_max": 2.580078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.28125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.28125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.28125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.859375, "im_height": { "jpg": 4033 }, "im_height_mean": 4033.0, "im_height_min": 4033, "im_height_max": 4033, "im_width": { "jpg": 2534 }, "im_width_mean": 2534.0, "im_width_min": 2534, "im_width_max": 2534, "im_ar": { "jpg": 0.6283 }, "im_ar_mean": 0.6283, "im_ar_min": 0.6283, "im_ar_max": 0.6283, "im_kilobytes": { "jpg": 29940.3 }, "im_kilobytes_mean": 29940.3, "im_kilobytes_min": 29940.3, "im_kilobytes_max": 29940.3, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 119.48 }, "im_clarity_mean": 119.48, "im_clarity_min": 119.48, "im_clarity_max": 119.48, "im_luma": { "jpg": 222.26 }, "im_luma_mean": 222.26, "im_luma_min": 222.26, "im_luma_max": 222.26, "im_saturation": { "jpg": 40.98 }, "im_saturation_mean": 40.98, "im_saturation_min": 40.98, "im_saturation_max": 40.98, "im_entropy": { "jpg": 1.93 }, "im_entropy_mean": 1.93, "im_entropy_min": 1.93, "im_entropy_max": 1.93, "unifilter_score_qwen2_5_1_5b": 1.0703125, "unifilter_score_qwen3_0_6b": 0.822265625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.5532286398672018e-17, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 3.01485714133507e-26, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.821084201335907, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.009632137604057789, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.006620121654123068, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9913408160209656, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7986189723014832, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997542500495911, "text_quality_nvidia_edu_nemotron4_score": 2.375, "text_quality_nvidia_edu_mixtral_score": 2.046875, "text_quality_dclmbaseline_fasttext_score": 0.9998183846473694, "text_quality_dolma3_fasttext_score": 0.9999581575393677, "custom_fasttext_val_fasttext_score": 0.0008505582809448242, "custom_fasttext_core_fasttext_score": 2.0742416381835938e-05, "custom_fasttext_val_clean_fasttext_score": 0.0029646754264831543, "custom_fasttext_core_clean_fasttext_score": 0.0002792477607727051, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.828125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.046875, "within_sample_repetition_detection": 7.0 }, "123": { "detoxify": 1, "length_chars": 401, "length_tokens": 2986, "length_tokens_text_only": 170, "length_tokens_trainable_only": 87, "length_images": 1, "iqa_live_mean": 0.3004127271247632, "iqa_live_min": 0.3004127271247632, "iqa_live_max": 0.3004127271247632, "iqa_csiq_mean": 0.39261287450790405, "iqa_csiq_min": 0.39261287450790405, "iqa_csiq_max": 0.39261287450790405, "iqa_tid2013_mean": 0.2691343625386556, "iqa_tid2013_min": 0.2691343625386556, "iqa_tid2013_max": 0.2691343625386556, "iqa_kadid10k_mean": 0.2056884765625, "iqa_kadid10k_min": 0.2056884765625, "iqa_kadid10k_max": 0.2056884765625, "iqa_flive_mean": 0.5448519003511679, "iqa_flive_min": 0.5448519003511679, "iqa_flive_max": 0.5448519003511679, "iqa_spaq_mean": 0.3316431527185922, "iqa_spaq_min": 0.3316431527185922, "iqa_spaq_max": 0.3316431527185922, "iqa_clive_mean": 0.6336189424148714, "iqa_clive_min": 0.6336189424148714, "iqa_clive_max": 0.6336189424148714, "iqa_koniq10k_mean": 0.5742693429041391, "iqa_koniq10k_min": 0.5742693429041391, "iqa_koniq10k_max": 0.5742693429041391, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999826968 }, { "lang": "la", "score": 1.730305522996718e-11 }, { "lang": "tl", "score": 6.526040924913085e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8908712267875671 }, { "lang": "ru", "score": 0.005913804285228252 }, { "lang": "es", "score": 0.005774904973804951 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3004127271247632, "iqa_v2_live_min": 0.3004127271247632, "iqa_v2_live_max": 0.3004127271247632, "iqa_v2_csiq_mean": 0.39261287450790405, "iqa_v2_csiq_min": 0.39261287450790405, "iqa_v2_csiq_max": 0.39261287450790405, "iqa_v2_tid2013_mean": 0.26924286948310006, "iqa_v2_tid2013_min": 0.26924286948310006, "iqa_v2_tid2013_max": 0.26924286948310006, "iqa_v2_kadid10k_mean": 0.2056884765625, "iqa_v2_kadid10k_min": 0.2056884765625, "iqa_v2_kadid10k_max": 0.2056884765625, "iqa_v2_flive_mean": 0.5449308144925821, "iqa_v2_flive_min": 0.5449308144925821, "iqa_v2_flive_max": 0.5449308144925821, "iqa_v2_spaq_mean": 0.33180098100142047, "iqa_v2_spaq_min": 0.33180098100142047, "iqa_v2_spaq_max": 0.33180098100142047, "iqa_v2_clive_mean": 0.6335400282734572, "iqa_v2_clive_min": 0.6335400282734572, "iqa_v2_clive_max": 0.6335400282734572, "iqa_v2_koniq10k_mean": 0.5742693429041391, "iqa_v2_koniq10k_min": 0.5742693429041391, "iqa_v2_koniq10k_max": 0.5742693429041391, "imdecont": { "jpg": 0.5032492280006409 }, "imdecont_image_match": { "jpg": 206611 }, "imdecont_max": 0.5032492280006409, "imdecont_mean": 0.5032492280006409, "imdecont_min": 0.5032492280006409, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.765625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.765625, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.765625, "clip_score_dfn_public_prev_turn_only_min": 3.623046875, "clip_score_dfn_public_prev_turn_only_mean": 3.623046875, "clip_score_dfn_public_prev_turn_only_max": 3.623046875, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.125, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.859375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.859375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.859375, "clip_score_clip_vitl14_224_next_turn_only_min": 27.21875, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.21875, "clip_score_clip_vitl14_224_next_turn_only_max": 27.21875, "clip_score_dfn_public_next_turn_only_min": 2.880859375, "clip_score_dfn_public_next_turn_only_mean": 2.880859375, "clip_score_dfn_public_next_turn_only_max": 2.880859375, "clip_score_siglip2_b16_224_next_turn_only_min": 0.390625, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.390625, "clip_score_siglip2_b16_224_next_turn_only_max": 0.390625, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.625, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.71875, "clip_score_dfn_public_prev_and_next_turn_min": 4.578125, "clip_score_dfn_public_prev_and_next_turn_mean": 4.578125, "clip_score_dfn_public_prev_and_next_turn_max": 4.578125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.078125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.078125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.25, "im_height": { "jpg": 828 }, "im_height_mean": 828.0, "im_height_min": 828, "im_height_max": 828, "im_width": { "jpg": 1940 }, "im_width_mean": 1940.0, "im_width_min": 1940, "im_width_max": 1940, "im_ar": { "jpg": 2.343 }, "im_ar_mean": 2.343, "im_ar_min": 2.343, "im_ar_max": 2.343, "im_kilobytes": { "jpg": 4706.02 }, "im_kilobytes_mean": 4706.02, "im_kilobytes_min": 4706.02, "im_kilobytes_max": 4706.02, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 265.57 }, "im_clarity_mean": 265.57, "im_clarity_min": 265.57, "im_clarity_max": 265.57, "im_luma": { "jpg": 192.26 }, "im_luma_mean": 192.26, "im_luma_min": 192.26, "im_luma_max": 192.26, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 0.92 }, "im_entropy_mean": 0.92, "im_entropy_min": 0.92, "im_entropy_max": 0.92, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999826968, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.730305522996718e-11, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 6.526040924913085e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8908712267875671, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005913804285228252, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.005774904973804951, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9725363254547119, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8049519062042236, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9982147216796875, "text_quality_nvidia_edu_nemotron4_score": 2.171875, "text_quality_nvidia_edu_mixtral_score": 1.912109375, "text_quality_dclmbaseline_fasttext_score": 0.9757430553436279, "text_quality_dolma3_fasttext_score": 0.9989919066429138, "custom_fasttext_val_fasttext_score": 0.001074075698852539, "custom_fasttext_core_fasttext_score": 3.6835670471191406e-05, "custom_fasttext_val_clean_fasttext_score": 0.001687169075012207, "custom_fasttext_core_clean_fasttext_score": 0.001620471477508545, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.140625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.046875, "within_sample_repetition_detection": 7.0 }, "119": { "detoxify": 1, "length_chars": 1297, "length_tokens": 2827, "length_tokens_text_only": 523, "length_tokens_trainable_only": 367, "length_images": 1, "iqa_live_mean": 0.521484567661478, "iqa_live_min": 0.521484567661478, "iqa_live_max": 0.521484567661478, "iqa_csiq_mean": 0.637272298336029, "iqa_csiq_min": 0.637272298336029, "iqa_csiq_max": 0.637272298336029, "iqa_tid2013_mean": 0.3544208208719889, "iqa_tid2013_min": 0.3544208208719889, "iqa_tid2013_max": 0.3544208208719889, "iqa_kadid10k_mean": 0.4505615234375, "iqa_kadid10k_min": 0.4505615234375, "iqa_kadid10k_max": 0.4505615234375, "iqa_flive_mean": 0.6550456345683398, "iqa_flive_min": 0.6550456345683398, "iqa_flive_max": 0.6550456345683398, "iqa_spaq_mean": 0.3711002234256629, "iqa_spaq_min": 0.3711002234256629, "iqa_spaq_max": 0.3711002234256629, "iqa_clive_mean": 0.4293102302936593, "iqa_clive_min": 0.4293102302936593, "iqa_clive_max": 0.4293102302936593, "iqa_koniq10k_mean": 0.6689662740688131, "iqa_koniq10k_min": 0.6689662740688131, "iqa_koniq10k_max": 0.6689662740688131, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999836 }, { "lang": "la", "score": 1.639867738089831e-14 }, { "lang": "eo", "score": 2.233560192399086e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8427022695541382 }, { "lang": "ru", "score": 0.007894146256148815 }, { "lang": "ja", "score": 0.0062910886481404305 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.521484567661478, "iqa_v2_live_min": 0.521484567661478, "iqa_v2_live_max": 0.521484567661478, "iqa_v2_csiq_mean": 0.637272298336029, "iqa_v2_csiq_min": 0.637272298336029, "iqa_v2_csiq_max": 0.637272298336029, "iqa_v2_tid2013_mean": 0.3544208208719889, "iqa_v2_tid2013_min": 0.3544208208719889, "iqa_v2_tid2013_max": 0.3544208208719889, "iqa_v2_kadid10k_mean": 0.4505615234375, "iqa_v2_kadid10k_min": 0.4505615234375, "iqa_v2_kadid10k_max": 0.4505615234375, "iqa_v2_flive_mean": 0.6550456345683398, "iqa_v2_flive_min": 0.6550456345683398, "iqa_v2_flive_max": 0.6550456345683398, "iqa_v2_spaq_mean": 0.3711002234256629, "iqa_v2_spaq_min": 0.3711002234256629, "iqa_v2_spaq_max": 0.3711002234256629, "iqa_v2_clive_mean": 0.4293102302936593, "iqa_v2_clive_min": 0.4293102302936593, "iqa_v2_clive_max": 0.4293102302936593, "iqa_v2_koniq10k_mean": 0.6689662740688131, "iqa_v2_koniq10k_min": 0.6689662740688131, "iqa_v2_koniq10k_max": 0.6689662740688131, "imdecont": { "jpg": 0.5657995939254761 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5657995939254761, "imdecont_mean": 0.5657995939254761, "imdecont_min": 0.5657995939254761, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.734375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.734375, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.734375, "clip_score_dfn_public_prev_turn_only_min": 3.322265625, "clip_score_dfn_public_prev_turn_only_mean": 3.322265625, "clip_score_dfn_public_prev_turn_only_max": 3.322265625, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.671875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.671875, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.671875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.671875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.671875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.671875, "clip_score_clip_vitl14_224_next_turn_only_min": 26.53125, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.53125, "clip_score_clip_vitl14_224_next_turn_only_max": 26.53125, "clip_score_dfn_public_next_turn_only_min": 2.732421875, "clip_score_dfn_public_next_turn_only_mean": 2.732421875, "clip_score_dfn_public_next_turn_only_max": 2.732421875, "clip_score_siglip2_b16_224_next_turn_only_min": -2.25, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.25, "clip_score_siglip2_b16_224_next_turn_only_max": -2.25, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.59375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.59375, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.734375, "clip_score_dfn_public_prev_and_next_turn_min": 3.322265625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.322265625, "clip_score_dfn_public_prev_and_next_turn_max": 3.322265625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.671875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.671875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.671875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.578125, "im_height": { "jpg": 3281 }, "im_height_mean": 3281.0, "im_height_min": 3281, "im_height_max": 3281, "im_width": { "jpg": 1591 }, "im_width_mean": 1591.0, "im_width_min": 1591, "im_width_max": 1591, "im_ar": { "jpg": 0.4849 }, "im_ar_mean": 0.4849, "im_ar_min": 0.4849, "im_ar_max": 0.4849, "im_kilobytes": { "jpg": 15293.18 }, "im_kilobytes_mean": 15293.18, "im_kilobytes_min": 15293.18, "im_kilobytes_max": 15293.18, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 168.76 }, "im_clarity_mean": 168.76, "im_clarity_min": 168.76, "im_clarity_max": 168.76, "im_luma": { "jpg": 224.49 }, "im_luma_mean": 224.49, "im_luma_min": 224.49, "im_luma_max": 224.49, "im_saturation": { "jpg": 35.54 }, "im_saturation_mean": 35.54, "im_saturation_min": 35.54, "im_saturation_max": 35.54, "im_entropy": { "jpg": 1.89 }, "im_entropy_mean": 1.89, "im_entropy_min": 1.89, "im_entropy_max": 1.89, "unifilter_score_qwen2_5_1_5b": 0.8134765625, "unifilter_score_qwen3_0_6b": -0.321044921875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999836, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.639867738089831e-14, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 2.233560192399086e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8427022695541382, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007894146256148815, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.0062910886481404305, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9947927594184875, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.3814263641834259, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999755322933197, "text_quality_nvidia_edu_nemotron4_score": 2.16796875, "text_quality_nvidia_edu_mixtral_score": 1.982421875, "text_quality_dclmbaseline_fasttext_score": 0.9995947480201721, "text_quality_dolma3_fasttext_score": 0.9977126717567444, "custom_fasttext_val_fasttext_score": 0.0017063617706298828, "custom_fasttext_core_fasttext_score": 3.266334533691406e-05, "custom_fasttext_val_clean_fasttext_score": 0.0004583597183227539, "custom_fasttext_core_clean_fasttext_score": 3.254413604736328e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.046875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0546875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0078125, "within_sample_repetition_detection": 8.0 }, "129": { "detoxify": 1, "length_chars": 580, "length_tokens": 2034, "length_tokens_text_only": 242, "length_tokens_trainable_only": 175, "length_images": 1, "iqa_live_mean": 0.5508270648994831, "iqa_live_min": 0.5508270648994831, "iqa_live_max": 0.5508270648994831, "iqa_csiq_mean": 0.689030110836029, "iqa_csiq_min": 0.689030110836029, "iqa_csiq_max": 0.689030110836029, "iqa_tid2013_mean": 0.37937741809421116, "iqa_tid2013_min": 0.37937741809421116, "iqa_tid2013_max": 0.37937741809421116, "iqa_kadid10k_mean": 0.4219970703125, "iqa_kadid10k_min": 0.4219970703125, "iqa_kadid10k_max": 0.4219970703125, "iqa_flive_mean": 0.6743894634824811, "iqa_flive_min": 0.6743894634824811, "iqa_flive_max": 0.6743894634824811, "iqa_spaq_mean": 0.5111037745620266, "iqa_spaq_min": 0.5111037745620266, "iqa_spaq_max": 0.5111037745620266, "iqa_clive_mean": 0.5483127555461845, "iqa_clive_min": 0.5483127555461845, "iqa_clive_max": 0.5483127555461845, "iqa_koniq10k_mean": 0.6721228397253789, "iqa_koniq10k_min": 0.6721228397253789, "iqa_koniq10k_max": 0.6721228397253789, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999965467 }, { "lang": "la", "score": 3.4533060808435178e-12 }, { "lang": "eo", "score": 1.8589186282855696e-18 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.874079704284668 }, { "lang": "ru", "score": 0.005115440580993891 }, { "lang": "ko", "score": 0.0050747995264828205 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5508270648994831, "iqa_v2_live_min": 0.5508270648994831, "iqa_v2_live_max": 0.5508270648994831, "iqa_v2_csiq_mean": 0.689030110836029, "iqa_v2_csiq_min": 0.689030110836029, "iqa_v2_csiq_max": 0.689030110836029, "iqa_v2_tid2013_mean": 0.3793231646219889, "iqa_v2_tid2013_min": 0.3793231646219889, "iqa_v2_tid2013_max": 0.3793231646219889, "iqa_v2_kadid10k_mean": 0.4219970703125, "iqa_v2_kadid10k_min": 0.4219970703125, "iqa_v2_kadid10k_max": 0.4219970703125, "iqa_v2_flive_mean": 0.6742710922703599, "iqa_v2_flive_min": 0.6742710922703599, "iqa_v2_flive_max": 0.6742710922703599, "iqa_v2_spaq_mean": 0.5109854033499054, "iqa_v2_spaq_min": 0.5109854033499054, "iqa_v2_spaq_max": 0.5109854033499054, "iqa_v2_clive_mean": 0.5483127555461845, "iqa_v2_clive_min": 0.5483127555461845, "iqa_v2_clive_max": 0.5483127555461845, "iqa_v2_koniq10k_mean": 0.6721228397253789, "iqa_v2_koniq10k_min": 0.6721228397253789, "iqa_v2_koniq10k_max": 0.6721228397253789, "imdecont": { "jpg": 0.5827814340591431 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.5827814340591431, "imdecont_mean": 0.5827814340591431, "imdecont_min": 0.5827814340591431, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.46875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.46875, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.46875, "clip_score_dfn_public_prev_turn_only_min": 1.6474609375, "clip_score_dfn_public_prev_turn_only_mean": 1.6474609375, "clip_score_dfn_public_prev_turn_only_max": 1.6474609375, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.078125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.078125, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.078125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.046875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.046875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.046875, "clip_score_clip_vitl14_224_next_turn_only_min": 30.828125, "clip_score_clip_vitl14_224_next_turn_only_mean": 30.828125, "clip_score_clip_vitl14_224_next_turn_only_max": 30.828125, "clip_score_dfn_public_next_turn_only_min": 3.779296875, "clip_score_dfn_public_next_turn_only_mean": 3.779296875, "clip_score_dfn_public_next_turn_only_max": 3.779296875, "clip_score_siglip2_b16_224_next_turn_only_min": 7.65625, "clip_score_siglip2_b16_224_next_turn_only_mean": 7.65625, "clip_score_siglip2_b16_224_next_turn_only_max": 7.65625, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.953125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.953125, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.953125, "clip_score_dfn_public_prev_and_next_turn_min": 3.97265625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.97265625, "clip_score_dfn_public_prev_and_next_turn_max": 3.97265625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.6875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.6875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.265625, "im_height": { "jpg": 1671 }, "im_height_mean": 1671.0, "im_height_min": 1671, "im_height_max": 1671, "im_width": { "jpg": 1029 }, "im_width_mean": 1029.0, "im_width_min": 1029, "im_width_max": 1029, "im_ar": { "jpg": 0.6158 }, "im_ar_mean": 0.6158, "im_ar_min": 0.6158, "im_ar_max": 0.6158, "im_kilobytes": { "jpg": 5037.48 }, "im_kilobytes_mean": 5037.48, "im_kilobytes_min": 5037.48, "im_kilobytes_max": 5037.48, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 272.09 }, "im_clarity_mean": 272.09, "im_clarity_min": 272.09, "im_clarity_max": 272.09, "im_luma": { "jpg": 197.08 }, "im_luma_mean": 197.08, "im_luma_min": 197.08, "im_luma_max": 197.08, "im_saturation": { "jpg": 39.58 }, "im_saturation_mean": 39.58, "im_saturation_min": 39.58, "im_saturation_max": 39.58, "im_entropy": { "jpg": 2.12 }, "im_entropy_mean": 2.12, "im_entropy_min": 2.12, "im_entropy_max": 2.12, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999965467, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.4533060808435178e-12, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.8589186282855696e-18, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.874079704284668, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005115440580993891, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.0050747995264828205, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9814261198043823, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6761194467544556, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9992490410804749, "text_quality_nvidia_edu_nemotron4_score": 2.30078125, "text_quality_nvidia_edu_mixtral_score": 2.080078125, "text_quality_dclmbaseline_fasttext_score": 0.9940500259399414, "text_quality_dolma3_fasttext_score": 0.566118597984314, "custom_fasttext_val_fasttext_score": 0.0008012652397155762, "custom_fasttext_core_fasttext_score": 9.059906005859375e-06, "custom_fasttext_val_clean_fasttext_score": 0.010411977767944336, "custom_fasttext_core_clean_fasttext_score": 0.0008640885353088379, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.484375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.1796875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.3046875, "within_sample_repetition_detection": 8.0 }, "75": { "detoxify": 1, "length_chars": 695, "length_tokens": 3594, "length_tokens_text_only": 266, "length_tokens_trainable_only": 184, "length_images": 1, "iqa_live_mean": 0.44431270252574573, "iqa_live_min": 0.44431270252574573, "iqa_live_max": 0.44431270252574573, "iqa_csiq_mean": 0.574650228023529, "iqa_csiq_min": 0.574650228023529, "iqa_csiq_max": 0.574650228023529, "iqa_tid2013_mean": 0.3067862722608778, "iqa_tid2013_min": 0.3067862722608778, "iqa_tid2013_max": 0.3067862722608778, "iqa_kadid10k_mean": 0.3226318359375, "iqa_kadid10k_min": 0.3226318359375, "iqa_kadid10k_max": 0.3226318359375, "iqa_flive_mean": 0.6545918782552084, "iqa_flive_min": 0.6545918782552084, "iqa_flive_max": 0.6545918782552084, "iqa_spaq_mean": 0.3992725719105114, "iqa_spaq_min": 0.3992725719105114, "iqa_spaq_max": 0.3992725719105114, "iqa_clive_mean": 0.5056399335764876, "iqa_clive_min": 0.5056399335764876, "iqa_clive_max": 0.5056399335764876, "iqa_koniq10k_mean": 0.6541304154829546, "iqa_koniq10k_min": 0.6541304154829546, "iqa_koniq10k_max": 0.6541304154829546, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999912234694 }, { "lang": "la", "score": 8.776529103072793e-09 }, { "lang": "tl", "score": 8.619821639609843e-16 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8208245635032654 }, { "lang": "es", "score": 0.009412199258804321 }, { "lang": "vi", "score": 0.009262721054255962 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.44431270252574573, "iqa_v2_live_min": 0.44431270252574573, "iqa_v2_live_max": 0.44431270252574573, "iqa_v2_csiq_mean": 0.574650228023529, "iqa_v2_csiq_min": 0.574650228023529, "iqa_v2_csiq_max": 0.574650228023529, "iqa_v2_tid2013_mean": 0.3067862722608778, "iqa_v2_tid2013_min": 0.3067862722608778, "iqa_v2_tid2013_max": 0.3067862722608778, "iqa_v2_kadid10k_mean": 0.3226318359375, "iqa_v2_kadid10k_min": 0.3226318359375, "iqa_v2_kadid10k_max": 0.3226318359375, "iqa_v2_flive_mean": 0.6545918782552084, "iqa_v2_flive_min": 0.6545918782552084, "iqa_v2_flive_max": 0.6545918782552084, "iqa_v2_spaq_mean": 0.3992725719105114, "iqa_v2_spaq_min": 0.3992725719105114, "iqa_v2_spaq_max": 0.3992725719105114, "iqa_v2_clive_mean": 0.5056399335764876, "iqa_v2_clive_min": 0.5056399335764876, "iqa_v2_clive_max": 0.5056399335764876, "iqa_v2_koniq10k_mean": 0.6541304154829546, "iqa_v2_koniq10k_min": 0.6541304154829546, "iqa_v2_koniq10k_max": 0.6541304154829546, "imdecont": { "jpg": 0.5492280721664429 }, "imdecont_image_match": { "jpg": 206611 }, "imdecont_max": 0.5492280721664429, "imdecont_mean": 0.5492280721664429, "imdecont_min": 0.5492280721664429, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.75, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.75, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.75, "clip_score_dfn_public_prev_turn_only_min": 4.375, "clip_score_dfn_public_prev_turn_only_mean": 4.375, "clip_score_dfn_public_prev_turn_only_max": 4.375, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.84375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.84375, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.84375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.875, "clip_score_clip_vitl14_224_next_turn_only_min": 25.265625, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.265625, "clip_score_clip_vitl14_224_next_turn_only_max": 25.265625, "clip_score_dfn_public_next_turn_only_min": 3.513671875, "clip_score_dfn_public_next_turn_only_mean": 3.513671875, "clip_score_dfn_public_next_turn_only_max": 3.513671875, "clip_score_siglip2_b16_224_next_turn_only_min": 4.15625, "clip_score_siglip2_b16_224_next_turn_only_mean": 4.15625, "clip_score_siglip2_b16_224_next_turn_only_max": 4.15625, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.578125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.578125, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.578125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.796875, "clip_score_dfn_public_prev_and_next_turn_min": 4.30859375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.30859375, "clip_score_dfn_public_prev_and_next_turn_max": 4.30859375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.75, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.75, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.203125, "im_height": { "jpg": 2305 }, "im_height_mean": 2305.0, "im_height_min": 2305, "im_height_max": 2305, "im_width": { "jpg": 843 }, "im_width_mean": 843.0, "im_width_min": 843, "im_width_max": 843, "im_ar": { "jpg": 0.3657 }, "im_ar_mean": 0.3657, "im_ar_min": 0.3657, "im_ar_max": 0.3657, "im_kilobytes": { "jpg": 5692.72 }, "im_kilobytes_mean": 5692.72, "im_kilobytes_min": 5692.72, "im_kilobytes_max": 5692.72, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 177.38 }, "im_clarity_mean": 177.38, "im_clarity_min": 177.38, "im_clarity_max": 177.38, "im_luma": { "jpg": 184.55 }, "im_luma_mean": 184.55, "im_luma_min": 184.55, "im_luma_max": 184.55, "im_saturation": { "jpg": 101.63 }, "im_saturation_mean": 101.63, "im_saturation_min": 101.63, "im_saturation_max": 101.63, "im_entropy": { "jpg": 1.36 }, "im_entropy_mean": 1.36, "im_entropy_min": 1.36, "im_entropy_max": 1.36, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999912234694, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 8.776529103072793e-09, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 8.619821639609843e-16, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8208245635032654, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.009412199258804321, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.009262721054255962, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9837123155593872, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.833881139755249, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9983976483345032, "text_quality_nvidia_edu_nemotron4_score": 2.62890625, "text_quality_nvidia_edu_mixtral_score": 2.66796875, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0004189610481262207, "custom_fasttext_core_fasttext_score": 1.1920928955078125e-07, "custom_fasttext_val_clean_fasttext_score": 0.01413506269454956, "custom_fasttext_core_clean_fasttext_score": 0.0016561150550842285, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.1640625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0703125, "within_sample_repetition_detection": 7.0 }, "131": { "detoxify": 1, "length_chars": 725, "length_tokens": 2803, "length_tokens_text_only": 243, "length_tokens_trainable_only": 139, "length_images": 1, "iqa_live_mean": 0.38919117474796794, "iqa_live_min": 0.38919117474796794, "iqa_live_max": 0.38919117474796794, "iqa_csiq_mean": 0.541569173336029, "iqa_csiq_min": 0.541569173336029, "iqa_csiq_max": 0.541569173336029, "iqa_tid2013_mean": 0.3231708208719889, "iqa_tid2013_min": 0.3231708208719889, "iqa_tid2013_max": 0.3231708208719889, "iqa_kadid10k_mean": 0.3082275390625, "iqa_kadid10k_min": 0.3082275390625, "iqa_kadid10k_max": 0.3082275390625, "iqa_flive_mean": 0.6437424168442235, "iqa_flive_min": 0.6437424168442235, "iqa_flive_max": 0.6437424168442235, "iqa_spaq_mean": 0.2842946678701073, "iqa_spaq_min": 0.2842946678701073, "iqa_spaq_max": 0.2842946678701073, "iqa_clive_mean": 0.3500015181724472, "iqa_clive_min": 0.3500015181724472, "iqa_clive_max": 0.3500015181724472, "iqa_koniq10k_mean": 0.6187769186617148, "iqa_koniq10k_min": 0.6187769186617148, "iqa_koniq10k_max": 0.6187769186617148, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 2.1834593991109225e-27 }, { "lang": "tl", "score": 3.07892470224742e-30 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9076659679412842 }, { "lang": "es", "score": 0.0040178787894546986 }, { "lang": "ru", "score": 0.003831141861155629 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.38919117474796794, "iqa_v2_live_min": 0.38919117474796794, "iqa_v2_live_max": 0.38919117474796794, "iqa_v2_csiq_mean": 0.541569173336029, "iqa_v2_csiq_min": 0.541569173336029, "iqa_v2_csiq_max": 0.541569173336029, "iqa_v2_tid2013_mean": 0.3231708208719889, "iqa_v2_tid2013_min": 0.3231708208719889, "iqa_v2_tid2013_max": 0.3231708208719889, "iqa_v2_kadid10k_mean": 0.3082275390625, "iqa_v2_kadid10k_min": 0.3082275390625, "iqa_v2_kadid10k_max": 0.3082275390625, "iqa_v2_flive_mean": 0.6437535141453599, "iqa_v2_flive_min": 0.6437535141453599, "iqa_v2_flive_max": 0.6437535141453599, "iqa_v2_spaq_mean": 0.2844524961529356, "iqa_v2_spaq_min": 0.2844524961529356, "iqa_v2_spaq_max": 0.2844524961529356, "iqa_v2_clive_mean": 0.3500015181724472, "iqa_v2_clive_min": 0.3500015181724472, "iqa_v2_clive_max": 0.3500015181724472, "iqa_v2_koniq10k_mean": 0.6189347469445431, "iqa_v2_koniq10k_min": 0.6189347469445431, "iqa_v2_koniq10k_max": 0.6189347469445431, "imdecont": { "jpg": 0.4782683849334717 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.4782683849334717, "imdecont_mean": 0.4782683849334717, "imdecont_min": 0.4782683849334717, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.328125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.328125, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.328125, "clip_score_dfn_public_prev_turn_only_min": 4.06640625, "clip_score_dfn_public_prev_turn_only_mean": 4.06640625, "clip_score_dfn_public_prev_turn_only_max": 4.06640625, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.0, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.0, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.0, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.125, "clip_score_clip_vitl14_224_next_turn_only_min": 26.5625, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.5625, "clip_score_clip_vitl14_224_next_turn_only_max": 26.5625, "clip_score_dfn_public_next_turn_only_min": 5.4453125, "clip_score_dfn_public_next_turn_only_mean": 5.4453125, "clip_score_dfn_public_next_turn_only_max": 5.4453125, "clip_score_siglip2_b16_224_next_turn_only_min": 2.859375, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.859375, "clip_score_siglip2_b16_224_next_turn_only_max": 2.859375, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.796875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.796875, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.296875, "clip_score_dfn_public_prev_and_next_turn_min": 3.919921875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.919921875, "clip_score_dfn_public_prev_and_next_turn_max": 3.919921875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.265625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.265625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.4375, "im_height": { "jpg": 1852 }, "im_height_mean": 1852.0, "im_height_min": 1852, "im_height_max": 1852, "im_width": { "jpg": 2025 }, "im_width_mean": 2025.0, "im_width_min": 2025, "im_width_max": 2025, "im_ar": { "jpg": 1.0934 }, "im_ar_mean": 1.0934, "im_ar_min": 1.0934, "im_ar_max": 1.0934, "im_kilobytes": { "jpg": 10987.21 }, "im_kilobytes_mean": 10987.21, "im_kilobytes_min": 10987.21, "im_kilobytes_max": 10987.21, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 137.53 }, "im_clarity_mean": 137.53, "im_clarity_min": 137.53, "im_clarity_max": 137.53, "im_luma": { "jpg": 197.79 }, "im_luma_mean": 197.79, "im_luma_min": 197.79, "im_luma_max": 197.79, "im_saturation": { "jpg": 80.69 }, "im_saturation_mean": 80.69, "im_saturation_min": 80.69, "im_saturation_max": 80.69, "im_entropy": { "jpg": 1.46 }, "im_entropy_mean": 1.46, "im_entropy_min": 1.46, "im_entropy_max": 1.46, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.1834593991109225e-27, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 3.07892470224742e-30, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9076659679412842, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.0040178787894546986, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.003831141861155629, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9759708642959595, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6628198027610779, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9994600415229797, "text_quality_nvidia_edu_nemotron4_score": 2.44921875, "text_quality_nvidia_edu_mixtral_score": 2.1328125, "text_quality_dclmbaseline_fasttext_score": 0.9955927729606628, "text_quality_dolma3_fasttext_score": 0.8860042095184326, "custom_fasttext_val_fasttext_score": 0.0009607076644897461, "custom_fasttext_core_fasttext_score": 2.7418136596679688e-05, "custom_fasttext_val_clean_fasttext_score": 0.004448354244232178, "custom_fasttext_core_clean_fasttext_score": 0.0009061098098754883, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.78125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.15625, "within_sample_repetition_detection": 5.0 }, "132": { "detoxify": 1, "length_chars": 407, "length_tokens": 1971, "length_tokens_text_only": 179, "length_tokens_trainable_only": 97, "length_images": 1, "iqa_live_mean": 0.682199381818675, "iqa_live_min": 0.682199381818675, "iqa_live_max": 0.682199381818675, "iqa_csiq_mean": 0.778141438961029, "iqa_csiq_min": 0.778141438961029, "iqa_csiq_max": 0.778141438961029, "iqa_tid2013_mean": 0.4962800873650445, "iqa_tid2013_min": 0.4962800873650445, "iqa_tid2013_max": 0.4962800873650445, "iqa_kadid10k_mean": 0.605072021484375, "iqa_kadid10k_min": 0.605072021484375, "iqa_kadid10k_max": 0.605072021484375, "iqa_flive_mean": 0.7021277841895518, "iqa_flive_min": 0.7021277841895518, "iqa_flive_max": 0.7021277841895518, "iqa_spaq_mean": 0.5488543269610164, "iqa_spaq_min": 0.5488543269610164, "iqa_spaq_max": 0.5488543269610164, "iqa_clive_mean": 0.5275188792835582, "iqa_clive_min": 0.5275188792835582, "iqa_clive_max": 0.5275188792835582, "iqa_koniq10k_mean": 0.7232592033617424, "iqa_koniq10k_min": 0.7232592033617424, "iqa_koniq10k_max": 0.7232592033617424, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999996 }, { "lang": "la", "score": 3.196039855276207e-16 }, { "lang": "eo", "score": 1.8372205751583533e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8685488700866699 }, { "lang": "ja", "score": 0.004901890642940998 }, { "lang": "id", "score": 0.004524167627096176 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.682199381818675, "iqa_v2_live_min": 0.682199381818675, "iqa_v2_live_max": 0.682199381818675, "iqa_v2_csiq_mean": 0.778141438961029, "iqa_v2_csiq_min": 0.778141438961029, "iqa_v2_csiq_max": 0.778141438961029, "iqa_v2_tid2013_mean": 0.4963343408372667, "iqa_v2_tid2013_min": 0.4963343408372667, "iqa_v2_tid2013_max": 0.4963343408372667, "iqa_v2_kadid10k_mean": 0.605072021484375, "iqa_v2_kadid10k_min": 0.605072021484375, "iqa_v2_kadid10k_max": 0.605072021484375, "iqa_v2_flive_mean": 0.7021672412602589, "iqa_v2_flive_min": 0.7021672412602589, "iqa_v2_flive_max": 0.7021672412602589, "iqa_v2_spaq_mean": 0.5488543269610164, "iqa_v2_spaq_min": 0.5488543269610164, "iqa_v2_spaq_max": 0.5488543269610164, "iqa_v2_clive_mean": 0.5274794222128513, "iqa_v2_clive_min": 0.5274794222128513, "iqa_v2_clive_max": 0.5274794222128513, "iqa_v2_koniq10k_mean": 0.7232592033617424, "iqa_v2_koniq10k_min": 0.7232592033617424, "iqa_v2_koniq10k_max": 0.7232592033617424, "imdecont": { "jpg": 0.4730275869369507 }, "imdecont_image_match": { "jpg": 85865 }, "imdecont_max": 0.4730275869369507, "imdecont_mean": 0.4730275869369507, "imdecont_min": 0.4730275869369507, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.90625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.90625, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.90625, "clip_score_dfn_public_prev_turn_only_min": 2.8203125, "clip_score_dfn_public_prev_turn_only_mean": 2.8203125, "clip_score_dfn_public_prev_turn_only_max": 2.8203125, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.65625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.65625, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.65625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.078125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.078125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.078125, "clip_score_clip_vitl14_224_next_turn_only_min": 26.3125, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.3125, "clip_score_clip_vitl14_224_next_turn_only_max": 26.3125, "clip_score_dfn_public_next_turn_only_min": 2.685546875, "clip_score_dfn_public_next_turn_only_mean": 2.685546875, "clip_score_dfn_public_next_turn_only_max": 2.685546875, "clip_score_siglip2_b16_224_next_turn_only_min": 4.109375, "clip_score_siglip2_b16_224_next_turn_only_mean": 4.109375, "clip_score_siglip2_b16_224_next_turn_only_max": 4.109375, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.25, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.25, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.25, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.03125, "clip_score_dfn_public_prev_and_next_turn_min": 3.265625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.265625, "clip_score_dfn_public_prev_and_next_turn_max": 3.265625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.65625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.65625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.921875, "im_height": { "jpg": 3251 }, "im_height_mean": 3251.0, "im_height_min": 3251, "im_height_max": 3251, "im_width": { "jpg": 562 }, "im_width_mean": 562.0, "im_width_min": 562, "im_width_max": 562, "im_ar": { "jpg": 0.1729 }, "im_ar_mean": 0.1729, "im_ar_min": 0.1729, "im_ar_max": 0.1729, "im_kilobytes": { "jpg": 5352.72 }, "im_kilobytes_mean": 5352.72, "im_kilobytes_min": 5352.72, "im_kilobytes_max": 5352.72, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 265.45 }, "im_clarity_mean": 265.45, "im_clarity_min": 265.45, "im_clarity_max": 265.45, "im_luma": { "jpg": 225.34 }, "im_luma_mean": 225.34, "im_luma_min": 225.34, "im_luma_max": 225.34, "im_saturation": { "jpg": 37.36 }, "im_saturation_mean": 37.36, "im_saturation_min": 37.36, "im_saturation_max": 37.36, "im_entropy": { "jpg": 1.52 }, "im_entropy_mean": 1.52, "im_entropy_min": 1.52, "im_entropy_max": 1.52, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999996, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.196039855276207e-16, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.8372205751583533e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8685488700866699, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.004901890642940998, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.004524167627096176, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.989270806312561, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7987231016159058, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9992696642875671, "text_quality_nvidia_edu_nemotron4_score": 2.1875, "text_quality_nvidia_edu_mixtral_score": 1.9794921875, "text_quality_dclmbaseline_fasttext_score": 0.9956933259963989, "text_quality_dolma3_fasttext_score": 0.8968389630317688, "custom_fasttext_val_fasttext_score": 0.0014609098434448242, "custom_fasttext_core_fasttext_score": 0.00023823976516723633, "custom_fasttext_val_clean_fasttext_score": 0.002764403820037842, "custom_fasttext_core_clean_fasttext_score": 0.0010225772857666016, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.859375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.03125, "within_sample_repetition_detection": 7.0 }, "130": { "detoxify": 1, "length_chars": 674, "length_tokens": 3629, "length_tokens_text_only": 301, "length_tokens_trainable_only": 223, "length_images": 1, "iqa_live_mean": 0.4303843565661497, "iqa_live_min": 0.4303843565661497, "iqa_live_max": 0.4303843565661497, "iqa_csiq_mean": 0.578922688961029, "iqa_csiq_min": 0.578922688961029, "iqa_csiq_max": 0.578922688961029, "iqa_tid2013_mean": 0.3300067583719889, "iqa_tid2013_min": 0.3300067583719889, "iqa_tid2013_max": 0.3300067583719889, "iqa_kadid10k_mean": 0.39990234375, "iqa_kadid10k_min": 0.39990234375, "iqa_kadid10k_max": 0.39990234375, "iqa_flive_mean": 0.6284219761087437, "iqa_flive_min": 0.6284219761087437, "iqa_flive_max": 0.6284219761087437, "iqa_spaq_mean": 0.3395345668600063, "iqa_spaq_min": 0.3395345668600063, "iqa_spaq_max": 0.3395345668600063, "iqa_clive_mean": 0.3378487403946694, "iqa_clive_min": 0.3378487403946694, "iqa_clive_max": 0.3378487403946694, "iqa_koniq10k_mean": 0.667703647806187, "iqa_koniq10k_min": 0.667703647806187, "iqa_koniq10k_max": 0.667703647806187, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.999999237600606 }, { "lang": "la", "score": 7.623972950865577e-07 }, { "lang": "eo", "score": 1.6901640466755915e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8355701565742493 }, { "lang": "ru", "score": 0.00743435975164175 }, { "lang": "it", "score": 0.006100771948695183 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4303843565661497, "iqa_v2_live_min": 0.4303843565661497, "iqa_v2_live_max": 0.4303843565661497, "iqa_v2_csiq_mean": 0.578922688961029, "iqa_v2_csiq_min": 0.578922688961029, "iqa_v2_csiq_max": 0.578922688961029, "iqa_v2_tid2013_mean": 0.3300067583719889, "iqa_v2_tid2013_min": 0.3300067583719889, "iqa_v2_tid2013_max": 0.3300067583719889, "iqa_v2_kadid10k_mean": 0.39990234375, "iqa_v2_kadid10k_min": 0.39990234375, "iqa_v2_kadid10k_max": 0.39990234375, "iqa_v2_flive_mean": 0.6284219761087437, "iqa_v2_flive_min": 0.6284219761087437, "iqa_v2_flive_max": 0.6284219761087437, "iqa_v2_spaq_mean": 0.3395345668600063, "iqa_v2_spaq_min": 0.3395345668600063, "iqa_v2_spaq_max": 0.3395345668600063, "iqa_v2_clive_mean": 0.3378487403946694, "iqa_v2_clive_min": 0.3378487403946694, "iqa_v2_clive_max": 0.3378487403946694, "iqa_v2_koniq10k_mean": 0.667703647806187, "iqa_v2_koniq10k_min": 0.667703647806187, "iqa_v2_koniq10k_max": 0.667703647806187, "imdecont": { "jpg": 0.5501385927200317 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5501385927200317, "imdecont_mean": 0.5501385927200317, "imdecont_min": 0.5501385927200317, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.125, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.125, "clip_score_dfn_public_prev_turn_only_min": 4.59375, "clip_score_dfn_public_prev_turn_only_mean": 4.59375, "clip_score_dfn_public_prev_turn_only_max": 4.59375, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.3046875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.3046875, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.3046875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.953125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.953125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.953125, "clip_score_clip_vitl14_224_next_turn_only_min": 26.171875, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.171875, "clip_score_clip_vitl14_224_next_turn_only_max": 26.171875, "clip_score_dfn_public_next_turn_only_min": 3.595703125, "clip_score_dfn_public_next_turn_only_mean": 3.595703125, "clip_score_dfn_public_next_turn_only_max": 3.595703125, "clip_score_siglip2_b16_224_next_turn_only_min": 0.328125, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.328125, "clip_score_siglip2_b16_224_next_turn_only_max": 0.328125, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.515625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.515625, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.421875, "clip_score_dfn_public_prev_and_next_turn_min": 4.29296875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.29296875, "clip_score_dfn_public_prev_and_next_turn_max": 4.29296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.359375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.359375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.359375, "im_height": { "jpg": 2620 }, "im_height_mean": 2620.0, "im_height_min": 2620, "im_height_max": 2620, "im_width": { "jpg": 2183 }, "im_width_mean": 2183.0, "im_width_min": 2183, "im_width_max": 2183, "im_ar": { "jpg": 0.8332 }, "im_ar_mean": 0.8332, "im_ar_min": 0.8332, "im_ar_max": 0.8332, "im_kilobytes": { "jpg": 16756.23 }, "im_kilobytes_mean": 16756.23, "im_kilobytes_min": 16756.23, "im_kilobytes_max": 16756.23, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 144.87 }, "im_clarity_mean": 144.87, "im_clarity_min": 144.87, "im_clarity_max": 144.87, "im_luma": { "jpg": 214.94 }, "im_luma_mean": 214.94, "im_luma_min": 214.94, "im_luma_max": 214.94, "im_saturation": { "jpg": 56.7 }, "im_saturation_mean": 56.7, "im_saturation_min": 56.7, "im_saturation_max": 56.7, "im_entropy": { "jpg": 1.86 }, "im_entropy_mean": 1.86, "im_entropy_min": 1.86, "im_entropy_max": 1.86, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.999999237600606, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 7.623972950865577e-07, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.6901640466755915e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8355701565742493, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.00743435975164175, "language_detection_annotation_nllb_2_lan": "it", "language_detection_annotation_nllb_2_score": 0.006100771948695183, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9897050261497498, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7871776819229126, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997913241386414, "text_quality_nvidia_edu_nemotron4_score": 2.48046875, "text_quality_nvidia_edu_mixtral_score": 2.228515625, "text_quality_dclmbaseline_fasttext_score": 0.9951309561729431, "text_quality_dolma3_fasttext_score": 0.9992430210113525, "custom_fasttext_val_fasttext_score": 0.0017824172973632812, "custom_fasttext_core_fasttext_score": 5.543231964111328e-05, "custom_fasttext_val_clean_fasttext_score": 0.0032829642295837402, "custom_fasttext_core_clean_fasttext_score": 0.00046753883361816406, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.140625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.078125, "within_sample_repetition_detection": 7.0 }, "120": { "detoxify": 1, "length_chars": 376, "length_tokens": 919, "length_tokens_text_only": 151, "length_tokens_trainable_only": 68, "length_images": 1, "iqa_live_mean": 0.3351349493469854, "iqa_live_min": 0.3351349493469854, "iqa_live_max": 0.3351349493469854, "iqa_csiq_mean": 0.537113606929779, "iqa_csiq_min": 0.537113606929779, "iqa_csiq_max": 0.537113606929779, "iqa_tid2013_mean": 0.2950675222608778, "iqa_tid2013_min": 0.2950675222608778, "iqa_tid2013_max": 0.2950675222608778, "iqa_kadid10k_mean": 0.1578369140625, "iqa_kadid10k_min": 0.1578369140625, "iqa_kadid10k_max": 0.1578369140625, "iqa_flive_mean": 0.5964222917653094, "iqa_flive_min": 0.5964222917653094, "iqa_flive_max": 0.5964222917653094, "iqa_spaq_mean": 0.46244334211253163, "iqa_spaq_min": 0.46244334211253163, "iqa_spaq_max": 0.46244334211253163, "iqa_clive_mean": 0.4265087782734573, "iqa_clive_min": 0.4265087782734573, "iqa_clive_max": 0.4265087782734573, "iqa_koniq10k_mean": 0.4549511610859573, "iqa_koniq10k_min": 0.4549511610859573, "iqa_koniq10k_max": 0.4549511610859573, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999961 }, { "lang": "la", "score": 3.770866252952241e-15 }, { "lang": "es", "score": 1.0627597205426132e-16 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8841491341590881 }, { "lang": "nl", "score": 0.005962028633803129 }, { "lang": "id", "score": 0.005502145737409592 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3351349493469854, "iqa_v2_live_min": 0.3351349493469854, "iqa_v2_live_max": 0.3351349493469854, "iqa_v2_csiq_mean": 0.537113606929779, "iqa_v2_csiq_min": 0.537113606929779, "iqa_v2_csiq_max": 0.537113606929779, "iqa_v2_tid2013_mean": 0.2950675222608778, "iqa_v2_tid2013_min": 0.2950675222608778, "iqa_v2_tid2013_max": 0.2950675222608778, "iqa_v2_kadid10k_mean": 0.1578369140625, "iqa_v2_kadid10k_min": 0.1578369140625, "iqa_v2_kadid10k_max": 0.1578369140625, "iqa_v2_flive_mean": 0.5964222917653094, "iqa_v2_flive_min": 0.5964222917653094, "iqa_v2_flive_max": 0.5964222917653094, "iqa_v2_spaq_mean": 0.46244334211253163, "iqa_v2_spaq_min": 0.46244334211253163, "iqa_v2_spaq_max": 0.46244334211253163, "iqa_v2_clive_mean": 0.4265087782734573, "iqa_v2_clive_min": 0.4265087782734573, "iqa_v2_clive_max": 0.4265087782734573, "iqa_v2_koniq10k_mean": 0.4549511610859573, "iqa_v2_koniq10k_min": 0.4549511610859573, "iqa_v2_koniq10k_max": 0.4549511610859573, "imdecont": { "jpg": 0.5650413036346436 }, "imdecont_image_match": { "jpg": 202914 }, "imdecont_max": 0.5650413036346436, "imdecont_mean": 0.5650413036346436, "imdecont_min": 0.5650413036346436, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.203125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.203125, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.203125, "clip_score_dfn_public_prev_turn_only_min": 4.9453125, "clip_score_dfn_public_prev_turn_only_mean": 4.9453125, "clip_score_dfn_public_prev_turn_only_max": 4.9453125, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.5, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.5, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.5, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.0, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.0, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.0, "clip_score_clip_vitl14_224_next_turn_only_min": 28.6875, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.6875, "clip_score_clip_vitl14_224_next_turn_only_max": 28.6875, "clip_score_dfn_public_next_turn_only_min": 4.08203125, "clip_score_dfn_public_next_turn_only_mean": 4.08203125, "clip_score_dfn_public_next_turn_only_max": 4.08203125, "clip_score_siglip2_b16_224_next_turn_only_min": 6.21875, "clip_score_siglip2_b16_224_next_turn_only_mean": 6.21875, "clip_score_siglip2_b16_224_next_turn_only_max": 6.21875, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.46875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.46875, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.203125, "clip_score_dfn_public_prev_and_next_turn_min": 5.296875, "clip_score_dfn_public_prev_and_next_turn_mean": 5.296875, "clip_score_dfn_public_prev_and_next_turn_max": 5.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.21875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.21875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.90625, "im_height": { "jpg": 1140 }, "im_height_mean": 1140.0, "im_height_min": 1140, "im_height_max": 1140, "im_width": { "jpg": 574 }, "im_width_mean": 574.0, "im_width_min": 574, "im_width_max": 574, "im_ar": { "jpg": 0.5035 }, "im_ar_mean": 0.5035, "im_ar_min": 0.5035, "im_ar_max": 0.5035, "im_kilobytes": { "jpg": 1917.07 }, "im_kilobytes_mean": 1917.07, "im_kilobytes_min": 1917.07, "im_kilobytes_max": 1917.07, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 508.11 }, "im_clarity_mean": 508.11, "im_clarity_min": 508.11, "im_clarity_max": 508.11, "im_luma": { "jpg": 232.46 }, "im_luma_mean": 232.46, "im_luma_min": 232.46, "im_luma_max": 232.46, "im_saturation": { "jpg": 28.91 }, "im_saturation_mean": 28.91, "im_saturation_min": 28.91, "im_saturation_max": 28.91, "im_entropy": { "jpg": 1.39 }, "im_entropy_mean": 1.39, "im_entropy_min": 1.39, "im_entropy_max": 1.39, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999961, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.770866252952241e-15, "language_detection_annotation_lingua_2_lan": "es", "language_detection_annotation_lingua_2_score": 1.0627597205426132e-16, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8841491341590881, "language_detection_annotation_nllb_1_lan": "nl", "language_detection_annotation_nllb_1_score": 0.005962028633803129, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.005502145737409592, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9610454440116882, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8321839570999146, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9974880218505859, "text_quality_nvidia_edu_nemotron4_score": 2.234375, "text_quality_nvidia_edu_mixtral_score": 2.103515625, "text_quality_dclmbaseline_fasttext_score": 0.9721953272819519, "text_quality_dolma3_fasttext_score": 0.9613370299339294, "custom_fasttext_val_fasttext_score": 0.0007567405700683594, "custom_fasttext_core_fasttext_score": 1.6808509826660156e-05, "custom_fasttext_val_clean_fasttext_score": 0.0009603500366210938, "custom_fasttext_core_clean_fasttext_score": 0.0003014802932739258, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.328125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.578125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.25, "within_sample_repetition_detection": 8.0 }, "126": { "detoxify": 1, "length_chars": 487, "length_tokens": 3041, "length_tokens_text_only": 225, "length_tokens_trainable_only": 124, "length_images": 1, "iqa_live_mean": 0.390927285859079, "iqa_live_min": 0.390927285859079, "iqa_live_max": 0.390927285859079, "iqa_csiq_mean": 0.575382649898529, "iqa_csiq_min": 0.575382649898529, "iqa_csiq_max": 0.575382649898529, "iqa_tid2013_mean": 0.2652281125386556, "iqa_tid2013_min": 0.2652281125386556, "iqa_tid2013_max": 0.2652281125386556, "iqa_kadid10k_mean": 0.3084716796875, "iqa_kadid10k_min": 0.3084716796875, "iqa_kadid10k_max": 0.3084716796875, "iqa_flive_mean": 0.644885438861269, "iqa_flive_min": 0.644885438861269, "iqa_flive_max": 0.644885438861269, "iqa_spaq_mean": 0.25036158706202655, "iqa_spaq_min": 0.25036158706202655, "iqa_spaq_max": 0.25036158706202655, "iqa_clive_mean": 0.317567806051235, "iqa_clive_min": 0.317567806051235, "iqa_clive_max": 0.317567806051235, "iqa_koniq10k_mean": 0.5969966156314118, "iqa_koniq10k_min": 0.5969966156314118, "iqa_koniq10k_max": 0.5969966156314118, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999683147 }, { "lang": "la", "score": 3.1665121973127106e-11 }, { "lang": "es", "score": 1.229612121765981e-14 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7424684166908264 }, { "lang": "es", "score": 0.014315610751509666 }, { "lang": "pt", "score": 0.012938017956912518 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.390927285859079, "iqa_v2_live_min": 0.390927285859079, "iqa_v2_live_max": 0.390927285859079, "iqa_v2_csiq_mean": 0.575382649898529, "iqa_v2_csiq_min": 0.575382649898529, "iqa_v2_csiq_max": 0.575382649898529, "iqa_v2_tid2013_mean": 0.2652281125386556, "iqa_v2_tid2013_min": 0.2652281125386556, "iqa_v2_tid2013_max": 0.2652281125386556, "iqa_v2_kadid10k_mean": 0.3084716796875, "iqa_v2_kadid10k_min": 0.3084716796875, "iqa_v2_kadid10k_max": 0.3084716796875, "iqa_v2_flive_mean": 0.644885438861269, "iqa_v2_flive_min": 0.644885438861269, "iqa_v2_flive_max": 0.644885438861269, "iqa_v2_spaq_mean": 0.25036158706202655, "iqa_v2_spaq_min": 0.25036158706202655, "iqa_v2_spaq_max": 0.25036158706202655, "iqa_v2_clive_mean": 0.317567806051235, "iqa_v2_clive_min": 0.317567806051235, "iqa_v2_clive_max": 0.317567806051235, "iqa_v2_koniq10k_mean": 0.5969966156314118, "iqa_v2_koniq10k_min": 0.5969966156314118, "iqa_v2_koniq10k_max": 0.5969966156314118, "imdecont": { "jpg": 0.5845243334770203 }, "imdecont_image_match": { "jpg": 206566 }, "imdecont_max": 0.5845243334770203, "imdecont_mean": 0.5845243334770203, "imdecont_min": 0.5845243334770203, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.03125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.03125, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.03125, "clip_score_dfn_public_prev_turn_only_min": 2.03515625, "clip_score_dfn_public_prev_turn_only_mean": 2.03515625, "clip_score_dfn_public_prev_turn_only_max": 2.03515625, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.90625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.90625, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.90625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.796875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.796875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.796875, "clip_score_clip_vitl14_224_next_turn_only_min": 24.96875, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.96875, "clip_score_clip_vitl14_224_next_turn_only_max": 24.96875, "clip_score_dfn_public_next_turn_only_min": 4.09375, "clip_score_dfn_public_next_turn_only_mean": 4.09375, "clip_score_dfn_public_next_turn_only_max": 4.09375, "clip_score_siglip2_b16_224_next_turn_only_min": 0.421875, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.421875, "clip_score_siglip2_b16_224_next_turn_only_max": 0.421875, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.421875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.421875, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.90625, "clip_score_dfn_public_prev_and_next_turn_min": 2.26953125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.26953125, "clip_score_dfn_public_prev_and_next_turn_max": 2.26953125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.890625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.890625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.890625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.65625, "im_height": { "jpg": 3440 }, "im_height_mean": 3440.0, "im_height_min": 3440, "im_height_max": 3440, "im_width": { "jpg": 1476 }, "im_width_mean": 1476.0, "im_width_min": 1476, "im_width_max": 1476, "im_ar": { "jpg": 0.4291 }, "im_ar_mean": 0.4291, "im_ar_min": 0.4291, "im_ar_max": 0.4291, "im_kilobytes": { "jpg": 14875.31 }, "im_kilobytes_mean": 14875.31, "im_kilobytes_min": 14875.31, "im_kilobytes_max": 14875.31, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 114.59 }, "im_clarity_mean": 114.59, "im_clarity_min": 114.59, "im_clarity_max": 114.59, "im_luma": { "jpg": 198.06 }, "im_luma_mean": 198.06, "im_luma_min": 198.06, "im_luma_max": 198.06, "im_saturation": { "jpg": 63.93 }, "im_saturation_mean": 63.93, "im_saturation_min": 63.93, "im_saturation_max": 63.93, "im_entropy": { "jpg": 1.24 }, "im_entropy_mean": 1.24, "im_entropy_min": 1.24, "im_entropy_max": 1.24, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999683147, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.1665121973127106e-11, "language_detection_annotation_lingua_2_lan": "es", "language_detection_annotation_lingua_2_score": 1.229612121765981e-14, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7424684166908264, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.014315610751509666, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.012938017956912518, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9810448288917542, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.906862199306488, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997554421424866, "text_quality_nvidia_edu_nemotron4_score": 2.58984375, "text_quality_nvidia_edu_mixtral_score": 2.533203125, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 0.9999815225601196, "custom_fasttext_val_fasttext_score": 0.0054506659507751465, "custom_fasttext_core_fasttext_score": 0.0002117753028869629, "custom_fasttext_val_clean_fasttext_score": 0.039190471172332764, "custom_fasttext_core_clean_fasttext_score": 0.0026441216468811035, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.90625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.125, "within_sample_repetition_detection": 6.0 }, "124": { "detoxify": 1, "length_chars": 1250, "length_tokens": 3803, "length_tokens_text_only": 475, "length_tokens_trainable_only": 325, "length_images": 1, "iqa_live_mean": 0.3109872220742581, "iqa_live_min": 0.3109872220742581, "iqa_live_max": 0.3109872220742581, "iqa_csiq_mean": 0.43292659521102905, "iqa_csiq_min": 0.43292659521102905, "iqa_csiq_max": 0.43292659521102905, "iqa_tid2013_mean": 0.27586179309421116, "iqa_tid2013_min": 0.27586179309421116, "iqa_tid2013_max": 0.27586179309421116, "iqa_kadid10k_mean": 0.3204345703125, "iqa_kadid10k_min": 0.3204345703125, "iqa_kadid10k_max": 0.3204345703125, "iqa_flive_mean": 0.5622524685329862, "iqa_flive_min": 0.5622524685329862, "iqa_flive_max": 0.5622524685329862, "iqa_spaq_mean": 0.13719870827414773, "iqa_spaq_min": 0.13719870827414773, "iqa_spaq_max": 0.13719870827414773, "iqa_clive_mean": 0.25680391716234613, "iqa_clive_min": 0.25680391716234613, "iqa_clive_max": 0.25680391716234613, "iqa_koniq10k_mean": 0.6236695954293916, "iqa_koniq10k_min": 0.6236695954293916, "iqa_koniq10k_max": 0.6236695954293916, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 5.600591316254382e-19 }, { "lang": "fr", "score": 6.462116542026054e-22 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8817805051803589 }, { "lang": "ru", "score": 0.004707401618361473 }, { "lang": "vi", "score": 0.004051867872476578 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3109872220742581, "iqa_v2_live_min": 0.3109872220742581, "iqa_v2_live_max": 0.3109872220742581, "iqa_v2_csiq_mean": 0.43292659521102905, "iqa_v2_csiq_min": 0.43292659521102905, "iqa_v2_csiq_max": 0.43292659521102905, "iqa_v2_tid2013_mean": 0.27586179309421116, "iqa_v2_tid2013_min": 0.27586179309421116, "iqa_v2_tid2013_max": 0.27586179309421116, "iqa_v2_kadid10k_mean": 0.3204345703125, "iqa_v2_kadid10k_min": 0.3204345703125, "iqa_v2_kadid10k_max": 0.3204345703125, "iqa_v2_flive_mean": 0.5622524685329862, "iqa_v2_flive_min": 0.5622524685329862, "iqa_v2_flive_max": 0.5622524685329862, "iqa_v2_spaq_mean": 0.13719870827414773, "iqa_v2_spaq_min": 0.13719870827414773, "iqa_v2_spaq_max": 0.13719870827414773, "iqa_v2_clive_mean": 0.25680391716234613, "iqa_v2_clive_min": 0.25680391716234613, "iqa_v2_clive_max": 0.25680391716234613, "iqa_v2_koniq10k_mean": 0.6236695954293916, "iqa_v2_koniq10k_min": 0.6236695954293916, "iqa_v2_koniq10k_max": 0.6236695954293916, "imdecont": { "jpg": 0.4314537048339844 }, "imdecont_image_match": { "jpg": 180109 }, "imdecont_max": 0.4314537048339844, "imdecont_mean": 0.4314537048339844, "imdecont_min": 0.4314537048339844, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.484375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.484375, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.484375, "clip_score_dfn_public_prev_turn_only_min": 3.884765625, "clip_score_dfn_public_prev_turn_only_mean": 3.884765625, "clip_score_dfn_public_prev_turn_only_max": 3.884765625, "clip_score_siglip2_b16_224_prev_turn_only_min": -2.59375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.59375, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.59375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.984375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.984375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.984375, "clip_score_clip_vitl14_224_next_turn_only_min": 27.515625, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.515625, "clip_score_clip_vitl14_224_next_turn_only_max": 27.515625, "clip_score_dfn_public_next_turn_only_min": 4.26171875, "clip_score_dfn_public_next_turn_only_mean": 4.26171875, "clip_score_dfn_public_next_turn_only_max": 4.26171875, "clip_score_siglip2_b16_224_next_turn_only_min": 0.921875, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.921875, "clip_score_siglip2_b16_224_next_turn_only_max": 0.921875, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.046875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.046875, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.484375, "clip_score_dfn_public_prev_and_next_turn_min": 3.884765625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.884765625, "clip_score_dfn_public_prev_and_next_turn_max": 3.884765625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.59375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.59375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.640625, "im_height": { "jpg": 3140 }, "im_height_mean": 3140.0, "im_height_min": 3140, "im_height_max": 3140, "im_width": { "jpg": 3770 }, "im_width_mean": 3770.0, "im_width_min": 3770, "im_width_max": 3770, "im_ar": { "jpg": 1.2006 }, "im_ar_mean": 1.2006, "im_ar_min": 1.2006, "im_ar_max": 1.2006, "im_kilobytes": { "jpg": 34681.05 }, "im_kilobytes_mean": 34681.05, "im_kilobytes_min": 34681.05, "im_kilobytes_max": 34681.05, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 79.38 }, "im_clarity_mean": 79.38, "im_clarity_min": 79.38, "im_clarity_max": 79.38, "im_luma": { "jpg": 247.45 }, "im_luma_mean": 247.45, "im_luma_min": 247.45, "im_luma_max": 247.45, "im_saturation": { "jpg": 30.11 }, "im_saturation_mean": 30.11, "im_saturation_min": 30.11, "im_saturation_max": 30.11, "im_entropy": { "jpg": 1.17 }, "im_entropy_mean": 1.17, "im_entropy_min": 1.17, "im_entropy_max": 1.17, "unifilter_score_qwen2_5_1_5b": -0.7666015625, "unifilter_score_qwen3_0_6b": -0.53564453125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 5.600591316254382e-19, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 6.462116542026054e-22, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8817805051803589, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.004707401618361473, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.004051867872476578, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9952953457832336, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5375131368637085, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9998205304145813, "text_quality_nvidia_edu_nemotron4_score": 2.05078125, "text_quality_nvidia_edu_mixtral_score": 1.9140625, "text_quality_dclmbaseline_fasttext_score": 0.9992383718490601, "text_quality_dolma3_fasttext_score": 0.9993926286697388, "custom_fasttext_val_fasttext_score": 0.00456470251083374, "custom_fasttext_core_fasttext_score": 0.00016033649444580078, "custom_fasttext_val_clean_fasttext_score": 0.0012215971946716309, "custom_fasttext_core_clean_fasttext_score": 6.377696990966797e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.265625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.2734375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0078125, "within_sample_repetition_detection": 6.0 }, "133": { "detoxify": 1, "length_chars": 492, "length_tokens": 2987, "length_tokens_text_only": 171, "length_tokens_trainable_only": 91, "length_images": 1, "iqa_live_mean": 0.5529972037883719, "iqa_live_min": 0.5529972037883719, "iqa_live_max": 0.5529972037883719, "iqa_csiq_mean": 0.645939290523529, "iqa_csiq_min": 0.645939290523529, "iqa_csiq_max": 0.645939290523529, "iqa_tid2013_mean": 0.3378192583719889, "iqa_tid2013_min": 0.3378192583719889, "iqa_tid2013_max": 0.3378192583719889, "iqa_kadid10k_mean": 0.4200439453125, "iqa_kadid10k_min": 0.4200439453125, "iqa_kadid10k_max": 0.4200439453125, "iqa_flive_mean": 0.6465475679648044, "iqa_flive_min": 0.6465475679648044, "iqa_flive_max": 0.6465475679648044, "iqa_spaq_mean": 0.47003882822364274, "iqa_spaq_min": 0.47003882822364274, "iqa_spaq_max": 0.47003882822364274, "iqa_clive_mean": 0.6061568212027502, "iqa_clive_min": 0.6061568212027502, "iqa_clive_max": 0.6061568212027502, "iqa_koniq10k_mean": 0.635033231793028, "iqa_koniq10k_min": 0.635033231793028, "iqa_koniq10k_max": 0.635033231793028, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 4.094101801724464e-19 }, { "lang": "eo", "score": 5.370803247035583e-22 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9015728831291199 }, { "lang": "es", "score": 0.006025930400937796 }, { "lang": "vi", "score": 0.004123786464333534 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5529774752530184, "iqa_v2_live_min": 0.5529774752530184, "iqa_v2_live_max": 0.5529774752530184, "iqa_v2_csiq_mean": 0.645939290523529, "iqa_v2_csiq_min": 0.645939290523529, "iqa_v2_csiq_max": 0.645939290523529, "iqa_v2_tid2013_mean": 0.3378192583719889, "iqa_v2_tid2013_min": 0.3378192583719889, "iqa_v2_tid2013_max": 0.3378192583719889, "iqa_v2_kadid10k_mean": 0.419921875, "iqa_v2_kadid10k_min": 0.419921875, "iqa_v2_kadid10k_max": 0.419921875, "iqa_v2_flive_mean": 0.6465574322324811, "iqa_v2_flive_min": 0.6465574322324811, "iqa_v2_flive_max": 0.6465574322324811, "iqa_v2_spaq_mean": 0.4700190996882892, "iqa_v2_spaq_min": 0.4700190996882892, "iqa_v2_spaq_max": 0.4700190996882892, "iqa_v2_clive_mean": 0.606077907061336, "iqa_v2_clive_min": 0.606077907061336, "iqa_v2_clive_max": 0.606077907061336, "iqa_v2_koniq10k_mean": 0.635033231793028, "iqa_v2_koniq10k_min": 0.635033231793028, "iqa_v2_koniq10k_max": 0.635033231793028, "imdecont": { "jpg": 0.5635777711868286 }, "imdecont_image_match": { "jpg": 206611 }, "imdecont_max": 0.5635777711868286, "imdecont_mean": 0.5635777711868286, "imdecont_min": 0.5635777711868286, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.8125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.8125, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.8125, "clip_score_dfn_public_prev_turn_only_min": 3.681640625, "clip_score_dfn_public_prev_turn_only_mean": 3.681640625, "clip_score_dfn_public_prev_turn_only_max": 3.681640625, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.34375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.34375, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.34375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.578125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.578125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.578125, "clip_score_clip_vitl14_224_next_turn_only_min": 24.140625, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.140625, "clip_score_clip_vitl14_224_next_turn_only_max": 24.140625, "clip_score_dfn_public_next_turn_only_min": 4.28515625, "clip_score_dfn_public_next_turn_only_mean": 4.28515625, "clip_score_dfn_public_next_turn_only_max": 4.28515625, "clip_score_siglip2_b16_224_next_turn_only_min": 2.53125, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.53125, "clip_score_siglip2_b16_224_next_turn_only_max": 2.53125, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.1875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.1875, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.859375, "clip_score_dfn_public_prev_and_next_turn_min": 4.56640625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.56640625, "clip_score_dfn_public_prev_and_next_turn_max": 4.56640625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.5, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.5, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.5, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.359375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.359375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.359375, "im_height": { "jpg": 2068 }, "im_height_mean": 2068.0, "im_height_min": 2068, "im_height_max": 2068, "im_width": { "jpg": 843 }, "im_width_mean": 843.0, "im_width_min": 843, "im_width_max": 843, "im_ar": { "jpg": 0.4076 }, "im_ar_mean": 0.4076, "im_ar_min": 0.4076, "im_ar_max": 0.4076, "im_kilobytes": { "jpg": 5107.39 }, "im_kilobytes_mean": 5107.39, "im_kilobytes_min": 5107.39, "im_kilobytes_max": 5107.39, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 213.96 }, "im_clarity_mean": 213.96, "im_clarity_min": 213.96, "im_clarity_max": 213.96, "im_luma": { "jpg": 207.57 }, "im_luma_mean": 207.57, "im_luma_min": 207.57, "im_luma_max": 207.57, "im_saturation": { "jpg": 60.94 }, "im_saturation_mean": 60.94, "im_saturation_min": 60.94, "im_saturation_max": 60.94, "im_entropy": { "jpg": 1.35 }, "im_entropy_mean": 1.35, "im_entropy_min": 1.35, "im_entropy_max": 1.35, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.094101801724464e-19, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 5.370803247035583e-22, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9015728831291199, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.006025930400937796, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.004123786464333534, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9820022583007812, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7185160517692566, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999574601650238, "text_quality_nvidia_edu_nemotron4_score": 2.4140625, "text_quality_nvidia_edu_mixtral_score": 2.267578125, "text_quality_dclmbaseline_fasttext_score": 0.9991531372070312, "text_quality_dolma3_fasttext_score": 0.9996873140335083, "custom_fasttext_val_fasttext_score": 0.0002478957176208496, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0022898316383361816, "custom_fasttext_core_clean_fasttext_score": 0.00034117698669433594, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.8984375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.8359375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 6.0 }, "134": { "detoxify": 1, "length_chars": 1848, "length_tokens": 3079, "length_tokens_text_only": 775, "length_tokens_trainable_only": 596, "length_images": 1, "iqa_live_mean": 0.3401854543974905, "iqa_live_min": 0.3401854543974905, "iqa_live_max": 0.3401854543974905, "iqa_csiq_mean": 0.47559016942977905, "iqa_csiq_min": 0.47559016942977905, "iqa_csiq_max": 0.47559016942977905, "iqa_tid2013_mean": 0.3077628347608778, "iqa_tid2013_min": 0.3077628347608778, "iqa_tid2013_max": 0.3077628347608778, "iqa_kadid10k_mean": 0.2213134765625, "iqa_kadid10k_min": 0.2213134765625, "iqa_kadid10k_max": 0.2213134765625, "iqa_flive_mean": 0.5947650947956125, "iqa_flive_min": 0.5947650947956125, "iqa_flive_max": 0.5947650947956125, "iqa_spaq_mean": 0.2978679001933397, "iqa_spaq_min": 0.2978679001933397, "iqa_spaq_max": 0.2978679001933397, "iqa_clive_mean": 0.3615229828189118, "iqa_clive_min": 0.3615229828189118, "iqa_clive_max": 0.3615229828189118, "iqa_koniq10k_mean": 0.6351910600758562, "iqa_koniq10k_min": 0.6351910600758562, "iqa_koniq10k_max": 0.6351910600758562, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 7.926698598754245e-28 }, { "lang": "eo", "score": 5.176426789485999e-36 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8592448830604553 }, { "lang": "ru", "score": 0.006281622219830751 }, { "lang": "vi", "score": 0.0054725599475204945 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3401854543974905, "iqa_v2_live_min": 0.3401854543974905, "iqa_v2_live_max": 0.3401854543974905, "iqa_v2_csiq_mean": 0.47559016942977905, "iqa_v2_csiq_min": 0.47559016942977905, "iqa_v2_csiq_max": 0.47559016942977905, "iqa_v2_tid2013_mean": 0.3077628347608778, "iqa_v2_tid2013_min": 0.3077628347608778, "iqa_v2_tid2013_max": 0.3077628347608778, "iqa_v2_kadid10k_mean": 0.2213134765625, "iqa_v2_kadid10k_min": 0.2213134765625, "iqa_v2_kadid10k_max": 0.2213134765625, "iqa_v2_flive_mean": 0.5947650947956125, "iqa_v2_flive_min": 0.5947650947956125, "iqa_v2_flive_max": 0.5947650947956125, "iqa_v2_spaq_mean": 0.2978679001933397, "iqa_v2_spaq_min": 0.2978679001933397, "iqa_v2_spaq_max": 0.2978679001933397, "iqa_v2_clive_mean": 0.3615229828189118, "iqa_v2_clive_min": 0.3615229828189118, "iqa_v2_clive_max": 0.3615229828189118, "iqa_v2_koniq10k_mean": 0.6351910600758562, "iqa_v2_koniq10k_min": 0.6351910600758562, "iqa_v2_koniq10k_max": 0.6351910600758562, "imdecont": { "jpg": 0.5133334398269653 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5133334398269653, "imdecont_mean": 0.5133334398269653, "imdecont_min": 0.5133334398269653, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.640625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.640625, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.640625, "clip_score_dfn_public_prev_turn_only_min": 3.912109375, "clip_score_dfn_public_prev_turn_only_mean": 3.912109375, "clip_score_dfn_public_prev_turn_only_max": 3.912109375, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.34375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.34375, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.34375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.71875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.71875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.71875, "clip_score_clip_vitl14_224_next_turn_only_min": 26.4375, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.4375, "clip_score_clip_vitl14_224_next_turn_only_max": 26.4375, "clip_score_dfn_public_next_turn_only_min": 3.2421875, "clip_score_dfn_public_next_turn_only_mean": 3.2421875, "clip_score_dfn_public_next_turn_only_max": 3.2421875, "clip_score_siglip2_b16_224_next_turn_only_min": -0.6875, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.6875, "clip_score_siglip2_b16_224_next_turn_only_max": -0.6875, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.53125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.53125, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.53125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.640625, "clip_score_dfn_public_prev_and_next_turn_min": 3.912109375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.912109375, "clip_score_dfn_public_prev_and_next_turn_max": 3.912109375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.34375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.34375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.09375, "im_height": { "jpg": 3306 }, "im_height_mean": 3306.0, "im_height_min": 3306, "im_height_max": 3306, "im_width": { "jpg": 1776 }, "im_width_mean": 1776.0, "im_width_min": 1776, "im_width_max": 1776, "im_ar": { "jpg": 0.5372 }, "im_ar_mean": 0.5372, "im_ar_min": 0.5372, "im_ar_max": 0.5372, "im_kilobytes": { "jpg": 17201.53 }, "im_kilobytes_mean": 17201.53, "im_kilobytes_min": 17201.53, "im_kilobytes_max": 17201.53, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 220.4 }, "im_clarity_mean": 220.4, "im_clarity_min": 220.4, "im_clarity_max": 220.4, "im_luma": { "jpg": 215.27 }, "im_luma_mean": 215.27, "im_luma_min": 215.27, "im_luma_max": 215.27, "im_saturation": { "jpg": 87.02 }, "im_saturation_mean": 87.02, "im_saturation_min": 87.02, "im_saturation_max": 87.02, "im_entropy": { "jpg": 2.23 }, "im_entropy_mean": 2.23, "im_entropy_min": 2.23, "im_entropy_max": 2.23, "unifilter_score_qwen2_5_1_5b": 1.25390625, "unifilter_score_qwen3_0_6b": 0.78955078125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 7.926698598754245e-28, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 5.176426789485999e-36, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8592448830604553, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006281622219830751, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.0054725599475204945, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9942266941070557, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5764572620391846, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997531771659851, "text_quality_nvidia_edu_nemotron4_score": 1.83984375, "text_quality_nvidia_edu_mixtral_score": 2.064453125, "text_quality_dclmbaseline_fasttext_score": 0.9996871948242188, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0010851621627807617, "custom_fasttext_core_fasttext_score": 6.42538070678711e-05, "custom_fasttext_val_clean_fasttext_score": 0.0008657574653625488, "custom_fasttext_core_clean_fasttext_score": 7.152557373046875e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.8359375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.90234375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.06640625, "within_sample_repetition_detection": 7.0 }, "127": { "detoxify": 1, "length_chars": 1506, "length_tokens": 3251, "length_tokens_text_only": 691, "length_tokens_trainable_only": 537, "length_images": 1, "iqa_live_mean": 0.41333890202069523, "iqa_live_min": 0.41333890202069523, "iqa_live_max": 0.41333890202069523, "iqa_csiq_mean": 0.566593587398529, "iqa_csiq_min": 0.566593587398529, "iqa_csiq_max": 0.566593587398529, "iqa_tid2013_mean": 0.2970206472608778, "iqa_tid2013_min": 0.2970206472608778, "iqa_tid2013_max": 0.2970206472608778, "iqa_kadid10k_mean": 0.3411865234375, "iqa_kadid10k_min": 0.3411865234375, "iqa_kadid10k_max": 0.3411865234375, "iqa_flive_mean": 0.6505623249092488, "iqa_flive_min": 0.6505623249092488, "iqa_flive_max": 0.6505623249092488, "iqa_spaq_mean": 0.3501090618095013, "iqa_spaq_min": 0.3501090618095013, "iqa_spaq_max": 0.3501090618095013, "iqa_clive_mean": 0.36191755352598254, "iqa_clive_min": 0.36191755352598254, "iqa_clive_max": 0.36191755352598254, "iqa_koniq10k_mean": 0.609938534823331, "iqa_koniq10k_min": 0.609938534823331, "iqa_koniq10k_max": 0.609938534823331, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 1.1272206032359931e-21 }, { "lang": "eo", "score": 5.101622693567298e-32 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.807667076587677 }, { "lang": "ru", "score": 0.009207863360643387 }, { "lang": "th", "score": 0.007652527652680874 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.41333890202069523, "iqa_v2_live_min": 0.41333890202069523, "iqa_v2_live_max": 0.41333890202069523, "iqa_v2_csiq_mean": 0.566593587398529, "iqa_v2_csiq_min": 0.566593587398529, "iqa_v2_csiq_max": 0.566593587398529, "iqa_v2_tid2013_mean": 0.2970206472608778, "iqa_v2_tid2013_min": 0.2970206472608778, "iqa_v2_tid2013_max": 0.2970206472608778, "iqa_v2_kadid10k_mean": 0.3411865234375, "iqa_v2_kadid10k_min": 0.3411865234375, "iqa_v2_kadid10k_max": 0.3411865234375, "iqa_v2_flive_mean": 0.6505623249092488, "iqa_v2_flive_min": 0.6505623249092488, "iqa_v2_flive_max": 0.6505623249092488, "iqa_v2_spaq_mean": 0.3501090618095013, "iqa_v2_spaq_min": 0.3501090618095013, "iqa_v2_spaq_max": 0.3501090618095013, "iqa_v2_clive_mean": 0.36191755352598254, "iqa_v2_clive_min": 0.36191755352598254, "iqa_v2_clive_max": 0.36191755352598254, "iqa_v2_koniq10k_mean": 0.609938534823331, "iqa_v2_koniq10k_min": 0.609938534823331, "iqa_v2_koniq10k_max": 0.609938534823331, "imdecont": { "jpg": 0.4884873628616333 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.4884873628616333, "imdecont_mean": 0.4884873628616333, "imdecont_min": 0.4884873628616333, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.28125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.28125, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.28125, "clip_score_dfn_public_prev_turn_only_min": 3.4296875, "clip_score_dfn_public_prev_turn_only_mean": 3.4296875, "clip_score_dfn_public_prev_turn_only_max": 3.4296875, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.296875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.296875, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.296875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.734375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.734375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.734375, "clip_score_clip_vitl14_224_next_turn_only_min": 21.71875, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.71875, "clip_score_clip_vitl14_224_next_turn_only_max": 21.71875, "clip_score_dfn_public_next_turn_only_min": 2.271484375, "clip_score_dfn_public_next_turn_only_mean": 2.271484375, "clip_score_dfn_public_next_turn_only_max": 2.271484375, "clip_score_siglip2_b16_224_next_turn_only_min": 0.53125, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.53125, "clip_score_siglip2_b16_224_next_turn_only_max": 0.53125, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.609375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.609375, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.28125, "clip_score_dfn_public_prev_and_next_turn_min": 3.4296875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.4296875, "clip_score_dfn_public_prev_and_next_turn_max": 3.4296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.84375, "im_height": { "jpg": 2156 }, "im_height_mean": 2156.0, "im_height_min": 2156, "im_height_max": 2156, "im_width": { "jpg": 2292 }, "im_width_mean": 2292.0, "im_width_min": 2292, "im_width_max": 2292, "im_ar": { "jpg": 1.0631 }, "im_ar_mean": 1.0631, "im_ar_min": 1.0631, "im_ar_max": 1.0631, "im_kilobytes": { "jpg": 14477.2 }, "im_kilobytes_mean": 14477.2, "im_kilobytes_min": 14477.2, "im_kilobytes_max": 14477.2, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 244.51 }, "im_clarity_mean": 244.51, "im_clarity_min": 244.51, "im_clarity_max": 244.51, "im_luma": { "jpg": 215.08 }, "im_luma_mean": 215.08, "im_luma_min": 215.08, "im_luma_max": 215.08, "im_saturation": { "jpg": 68.02 }, "im_saturation_mean": 68.02, "im_saturation_min": 68.02, "im_saturation_max": 68.02, "im_entropy": { "jpg": 2.03 }, "im_entropy_mean": 2.03, "im_entropy_min": 2.03, "im_entropy_max": 2.03, "unifilter_score_qwen2_5_1_5b": -1.025390625, "unifilter_score_qwen3_0_6b": -1.8525390625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.1272206032359931e-21, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 5.101622693567298e-32, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.807667076587677, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.009207863360643387, "language_detection_annotation_nllb_2_lan": "th", "language_detection_annotation_nllb_2_score": 0.007652527652680874, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9926349520683289, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.44729822874069214, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996466636657715, "text_quality_nvidia_edu_nemotron4_score": 2.142578125, "text_quality_nvidia_edu_mixtral_score": 2.11328125, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.00138169527053833, "custom_fasttext_core_fasttext_score": 0.00017648935317993164, "custom_fasttext_val_clean_fasttext_score": 0.001486659049987793, "custom_fasttext_core_clean_fasttext_score": 9.131431579589844e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.765625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.8828125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1171875, "within_sample_repetition_detection": 7.0 }, "136": { "detoxify": 1, "length_chars": 639, "length_tokens": 2086, "length_tokens_text_only": 294, "length_tokens_trainable_only": 155, "length_images": 1, "iqa_live_mean": 0.4923319575762507, "iqa_live_min": 0.4923319575762507, "iqa_live_max": 0.4923319575762507, "iqa_csiq_mean": 0.583561360836029, "iqa_csiq_min": 0.583561360836029, "iqa_csiq_max": 0.583561360836029, "iqa_tid2013_mean": 0.3789976437886556, "iqa_tid2013_min": 0.3789976437886556, "iqa_tid2013_max": 0.3789976437886556, "iqa_kadid10k_mean": 0.5096435546875, "iqa_kadid10k_min": 0.5096435546875, "iqa_kadid10k_max": 0.5096435546875, "iqa_flive_mean": 0.6503305146188447, "iqa_flive_min": 0.6503305146188447, "iqa_flive_max": 0.6503305146188447, "iqa_spaq_mean": 0.4354547057488952, "iqa_spaq_min": 0.4354547057488952, "iqa_spaq_max": 0.4354547057488952, "iqa_clive_mean": 0.4245753818088108, "iqa_clive_min": 0.4245753818088108, "iqa_clive_max": 0.4245753818088108, "iqa_koniq10k_mean": 0.692324859927399, "iqa_koniq10k_min": 0.692324859927399, "iqa_koniq10k_max": 0.692324859927399, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999607736 }, { "lang": "la", "score": 3.920393634625429e-11 }, { "lang": "es", "score": 2.2353161991227973e-14 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8017163872718811 }, { "lang": "es", "score": 0.011334434151649475 }, { "lang": "pt", "score": 0.008007739670574665 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.4923319575762507, "iqa_v2_live_min": 0.4923319575762507, "iqa_v2_live_max": 0.4923319575762507, "iqa_v2_csiq_mean": 0.583561360836029, "iqa_v2_csiq_min": 0.583561360836029, "iqa_v2_csiq_max": 0.583561360836029, "iqa_v2_tid2013_mean": 0.3789976437886556, "iqa_v2_tid2013_min": 0.3789976437886556, "iqa_v2_tid2013_max": 0.3789976437886556, "iqa_v2_kadid10k_mean": 0.5096435546875, "iqa_v2_kadid10k_min": 0.5096435546875, "iqa_v2_kadid10k_max": 0.5096435546875, "iqa_v2_flive_mean": 0.6503946323587437, "iqa_v2_flive_min": 0.6503946323587437, "iqa_v2_flive_max": 0.6503946323587437, "iqa_v2_spaq_mean": 0.43541524867818815, "iqa_v2_spaq_min": 0.43541524867818815, "iqa_v2_spaq_max": 0.43541524867818815, "iqa_v2_clive_mean": 0.424693753020932, "iqa_v2_clive_min": 0.424693753020932, "iqa_v2_clive_max": 0.424693753020932, "iqa_v2_koniq10k_mean": 0.692324859927399, "iqa_v2_koniq10k_min": 0.692324859927399, "iqa_v2_koniq10k_max": 0.692324859927399, "imdecont": { "jpg": 0.49096202850341797 }, "imdecont_image_match": { "jpg": 204590 }, "imdecont_max": 0.49096202850341797, "imdecont_mean": 0.49096202850341797, "imdecont_min": 0.49096202850341797, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.375, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.375, "clip_score_dfn_public_prev_turn_only_min": 1.744140625, "clip_score_dfn_public_prev_turn_only_mean": 1.744140625, "clip_score_dfn_public_prev_turn_only_max": 1.744140625, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.6875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.6875, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.6875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.21875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.21875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.21875, "clip_score_clip_vitl14_224_next_turn_only_min": 27.421875, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.421875, "clip_score_clip_vitl14_224_next_turn_only_max": 27.421875, "clip_score_dfn_public_next_turn_only_min": 2.5546875, "clip_score_dfn_public_next_turn_only_mean": 2.5546875, "clip_score_dfn_public_next_turn_only_max": 2.5546875, "clip_score_siglip2_b16_224_next_turn_only_min": -0.03125, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.03125, "clip_score_siglip2_b16_224_next_turn_only_max": -0.03125, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.421875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.421875, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.375, "clip_score_dfn_public_prev_and_next_turn_min": 1.744140625, "clip_score_dfn_public_prev_and_next_turn_mean": 1.744140625, "clip_score_dfn_public_prev_and_next_turn_max": 1.744140625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.6875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.6875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.125, "im_height": { "jpg": 1798 }, "im_height_mean": 1798.0, "im_height_min": 1798, "im_height_max": 1798, "im_width": { "jpg": 1072 }, "im_width_mean": 1072.0, "im_width_min": 1072, "im_width_max": 1072, "im_ar": { "jpg": 0.5962 }, "im_ar_mean": 0.5962, "im_ar_min": 0.5962, "im_ar_max": 0.5962, "im_kilobytes": { "jpg": 5646.84 }, "im_kilobytes_mean": 5646.84, "im_kilobytes_min": 5646.84, "im_kilobytes_max": 5646.84, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 132.43 }, "im_clarity_mean": 132.43, "im_clarity_min": 132.43, "im_clarity_max": 132.43, "im_luma": { "jpg": 211.22 }, "im_luma_mean": 211.22, "im_luma_min": 211.22, "im_luma_max": 211.22, "im_saturation": { "jpg": 51.0 }, "im_saturation_mean": 51.0, "im_saturation_min": 51.0, "im_saturation_max": 51.0, "im_entropy": { "jpg": 1.26 }, "im_entropy_mean": 1.26, "im_entropy_min": 1.26, "im_entropy_max": 1.26, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999607736, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.920393634625429e-11, "language_detection_annotation_lingua_2_lan": "es", "language_detection_annotation_lingua_2_score": 2.2353161991227973e-14, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8017163872718811, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.011334434151649475, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.008007739670574665, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9800851941108704, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.9377550482749939, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997921586036682, "text_quality_nvidia_edu_nemotron4_score": 2.552734375, "text_quality_nvidia_edu_mixtral_score": 2.451171875, "text_quality_dclmbaseline_fasttext_score": 0.9999690055847168, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0023885369300842285, "custom_fasttext_core_fasttext_score": 4.947185516357422e-05, "custom_fasttext_val_clean_fasttext_score": 0.0011428594589233398, "custom_fasttext_core_clean_fasttext_score": 0.00024145841598510742, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.4609375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.65625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1953125, "within_sample_repetition_detection": 7.0 }, "142": { "detoxify": 1, "length_chars": 686, "length_tokens": 2797, "length_tokens_text_only": 237, "length_tokens_trainable_only": 134, "length_images": 1, "iqa_live_mean": 0.574008093939887, "iqa_live_min": 0.574008093939887, "iqa_live_max": 0.574008093939887, "iqa_csiq_mean": 0.681461751461029, "iqa_csiq_min": 0.681461751461029, "iqa_csiq_max": 0.681461751461029, "iqa_tid2013_mean": 0.3734095361497667, "iqa_tid2013_min": 0.3734095361497667, "iqa_tid2013_max": 0.3734095361497667, "iqa_kadid10k_mean": 0.4591064453125, "iqa_kadid10k_min": 0.4591064453125, "iqa_kadid10k_max": 0.4591064453125, "iqa_flive_mean": 0.6852401579269256, "iqa_flive_min": 0.6852401579269256, "iqa_flive_max": 0.6852401579269256, "iqa_spaq_mean": 0.39098658706202655, "iqa_spaq_min": 0.39098658706202655, "iqa_spaq_max": 0.39098658706202655, "iqa_clive_mean": 0.44337667600073, "iqa_clive_min": 0.44337667600073, "iqa_clive_max": 0.44337667600073, "iqa_koniq10k_mean": 0.6276153025000987, "iqa_koniq10k_min": 0.6276153025000987, "iqa_koniq10k_max": 0.6276153025000987, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 3.25271944088205e-23 }, { "lang": "eo", "score": 1.5803234304250932e-27 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8862819075584412 }, { "lang": "es", "score": 0.005802931264042854 }, { "lang": "ru", "score": 0.005257732234895229 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5740475510105942, "iqa_v2_live_min": 0.5740475510105942, "iqa_v2_live_max": 0.5740475510105942, "iqa_v2_csiq_mean": 0.681461751461029, "iqa_v2_csiq_min": 0.681461751461029, "iqa_v2_csiq_max": 0.681461751461029, "iqa_v2_tid2013_mean": 0.3734095361497667, "iqa_v2_tid2013_min": 0.3734095361497667, "iqa_v2_tid2013_max": 0.3734095361497667, "iqa_v2_kadid10k_mean": 0.459228515625, "iqa_v2_kadid10k_min": 0.459228515625, "iqa_v2_kadid10k_max": 0.459228515625, "iqa_v2_flive_mean": 0.6852007008562185, "iqa_v2_flive_min": 0.6852007008562185, "iqa_v2_flive_max": 0.6852007008562185, "iqa_v2_spaq_mean": 0.3909076729206124, "iqa_v2_spaq_min": 0.3909076729206124, "iqa_v2_spaq_max": 0.3909076729206124, "iqa_v2_clive_mean": 0.4432583047886088, "iqa_v2_clive_min": 0.4432583047886088, "iqa_v2_clive_max": 0.4432583047886088, "iqa_v2_koniq10k_mean": 0.6274574742172704, "iqa_v2_koniq10k_min": 0.6274574742172704, "iqa_v2_koniq10k_max": 0.6274574742172704, "imdecont": { "jpg": 0.4642554521560669 }, "imdecont_image_match": { "jpg": 264634 }, "imdecont_max": 0.4642554521560669, "imdecont_mean": 0.4642554521560669, "imdecont_min": 0.4642554521560669, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.65625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.65625, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.65625, "clip_score_dfn_public_prev_turn_only_min": 2.779296875, "clip_score_dfn_public_prev_turn_only_mean": 2.779296875, "clip_score_dfn_public_prev_turn_only_max": 2.779296875, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.890625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.890625, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.890625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.0, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.0, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.0, "clip_score_clip_vitl14_224_next_turn_only_min": 26.609375, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.609375, "clip_score_clip_vitl14_224_next_turn_only_max": 26.609375, "clip_score_dfn_public_next_turn_only_min": 5.15234375, "clip_score_dfn_public_next_turn_only_mean": 5.15234375, "clip_score_dfn_public_next_turn_only_max": 5.15234375, "clip_score_siglip2_b16_224_next_turn_only_min": 3.4375, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.4375, "clip_score_siglip2_b16_224_next_turn_only_max": 3.4375, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.390625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.390625, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.921875, "clip_score_dfn_public_prev_and_next_turn_min": 3.67578125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.67578125, "clip_score_dfn_public_prev_and_next_turn_max": 3.67578125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.21875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.21875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.359375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.359375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.359375, "im_height": { "jpg": 1329 }, "im_height_mean": 1329.0, "im_height_min": 1329, "im_height_max": 1329, "im_width": { "jpg": 1171 }, "im_width_mean": 1171.0, "im_width_min": 1171, "im_width_max": 1171, "im_ar": { "jpg": 0.8811 }, "im_ar_mean": 0.8811, "im_ar_min": 0.8811, "im_ar_max": 0.8811, "im_kilobytes": { "jpg": 4559.35 }, "im_kilobytes_mean": 4559.35, "im_kilobytes_min": 4559.35, "im_kilobytes_max": 4559.35, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 293.9 }, "im_clarity_mean": 293.9, "im_clarity_min": 293.9, "im_clarity_max": 293.9, "im_luma": { "jpg": 217.7 }, "im_luma_mean": 217.7, "im_luma_min": 217.7, "im_luma_max": 217.7, "im_saturation": { "jpg": 70.05 }, "im_saturation_mean": 70.05, "im_saturation_min": 70.05, "im_saturation_max": 70.05, "im_entropy": { "jpg": 1.64 }, "im_entropy_mean": 1.64, "im_entropy_min": 1.64, "im_entropy_max": 1.64, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.25271944088205e-23, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.5803234304250932e-27, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8862819075584412, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.005802931264042854, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.005257732234895229, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9882252216339111, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.47183695435523987, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997407793998718, "text_quality_nvidia_edu_nemotron4_score": 2.47265625, "text_quality_nvidia_edu_mixtral_score": 2.107421875, "text_quality_dclmbaseline_fasttext_score": 0.9987389445304871, "text_quality_dolma3_fasttext_score": 0.9992227554321289, "custom_fasttext_val_fasttext_score": 0.00044602155685424805, "custom_fasttext_core_fasttext_score": 6.794929504394531e-06, "custom_fasttext_val_clean_fasttext_score": 0.0028060078620910645, "custom_fasttext_core_clean_fasttext_score": 0.0003571510314941406, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.515625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.484375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.03125, "within_sample_repetition_detection": 7.0 }, "135": { "detoxify": 1, "length_chars": 311, "length_tokens": 1435, "length_tokens_text_only": 155, "length_tokens_trainable_only": 82, "length_images": 1, "iqa_live_mean": 0.6459777909095841, "iqa_live_min": 0.6459777909095841, "iqa_live_max": 0.6459777909095841, "iqa_csiq_mean": 0.770573079586029, "iqa_csiq_min": 0.770573079586029, "iqa_csiq_max": 0.770573079586029, "iqa_tid2013_mean": 0.4801939328511556, "iqa_tid2013_min": 0.4801939328511556, "iqa_tid2013_max": 0.4801939328511556, "iqa_kadid10k_mean": 0.552734375, "iqa_kadid10k_min": 0.552734375, "iqa_kadid10k_max": 0.552734375, "iqa_flive_mean": 0.7009440720683398, "iqa_flive_min": 0.7009440720683398, "iqa_flive_max": 0.7009440720683398, "iqa_spaq_mean": 0.4858512493095013, "iqa_spaq_min": 0.4858512493095013, "iqa_spaq_max": 0.4858512493095013, "iqa_clive_mean": 0.563622098980528, "iqa_clive_min": 0.563622098980528, "iqa_clive_max": 0.563622098980528, "iqa_koniq10k_mean": 0.6512895063920455, "iqa_koniq10k_min": 0.6512895063920455, "iqa_koniq10k_max": 0.6512895063920455, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999932478839 }, { "lang": "la", "score": 6.752048616644037e-09 }, { "lang": "tl", "score": 5.972541586883819e-14 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8136271834373474 }, { "lang": "es", "score": 0.010065808892250061 }, { "lang": "ja", "score": 0.007309140171855688 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.6459777909095841, "iqa_v2_live_min": 0.6459777909095841, "iqa_v2_live_max": 0.6459777909095841, "iqa_v2_csiq_mean": 0.770573079586029, "iqa_v2_csiq_min": 0.770573079586029, "iqa_v2_csiq_max": 0.770573079586029, "iqa_v2_tid2013_mean": 0.48017358779907227, "iqa_v2_tid2013_min": 0.48017358779907227, "iqa_v2_tid2013_max": 0.48017358779907227, "iqa_v2_kadid10k_mean": 0.55267333984375, "iqa_v2_kadid10k_min": 0.55267333984375, "iqa_v2_kadid10k_max": 0.55267333984375, "iqa_v2_flive_mean": 0.7009046149976327, "iqa_v2_flive_min": 0.7009046149976327, "iqa_v2_flive_max": 0.7009046149976327, "iqa_v2_spaq_mean": 0.48594002771859224, "iqa_v2_spaq_min": 0.48594002771859224, "iqa_v2_spaq_max": 0.48594002771859224, "iqa_v2_clive_mean": 0.5635431848391138, "iqa_v2_clive_min": 0.5635431848391138, "iqa_v2_clive_max": 0.5635431848391138, "iqa_v2_koniq10k_mean": 0.6512895063920455, "iqa_v2_koniq10k_min": 0.6512895063920455, "iqa_v2_koniq10k_max": 0.6512895063920455, "imdecont": { "jpg": 0.5002599358558655 }, "imdecont_image_match": { "jpg": 206265 }, "imdecont_max": 0.5002599358558655, "imdecont_mean": 0.5002599358558655, "imdecont_min": 0.5002599358558655, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.390625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.390625, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.390625, "clip_score_dfn_public_prev_turn_only_min": 2.380859375, "clip_score_dfn_public_prev_turn_only_mean": 2.380859375, "clip_score_dfn_public_prev_turn_only_max": 2.380859375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.40625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.40625, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.40625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.765625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.765625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.765625, "clip_score_clip_vitl14_224_next_turn_only_min": 28.59375, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.59375, "clip_score_clip_vitl14_224_next_turn_only_max": 28.59375, "clip_score_dfn_public_next_turn_only_min": 3.63671875, "clip_score_dfn_public_next_turn_only_mean": 3.63671875, "clip_score_dfn_public_next_turn_only_max": 3.63671875, "clip_score_siglip2_b16_224_next_turn_only_min": 7.828125, "clip_score_siglip2_b16_224_next_turn_only_mean": 7.828125, "clip_score_siglip2_b16_224_next_turn_only_max": 7.828125, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.515625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.515625, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.328125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.328125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.328125, "clip_score_dfn_public_prev_and_next_turn_min": 3.6328125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.6328125, "clip_score_dfn_public_prev_and_next_turn_max": 3.6328125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.375, "im_height": { "jpg": 722 }, "im_height_mean": 722.0, "im_height_min": 722, "im_height_max": 722, "im_width": { "jpg": 769 }, "im_width_mean": 769.0, "im_width_min": 769, "im_width_max": 769, "im_ar": { "jpg": 1.0651 }, "im_ar_mean": 1.0651, "im_ar_min": 1.0651, "im_ar_max": 1.0651, "im_kilobytes": { "jpg": 1626.62 }, "im_kilobytes_mean": 1626.62, "im_kilobytes_min": 1626.62, "im_kilobytes_max": 1626.62, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 297.43 }, "im_clarity_mean": 297.43, "im_clarity_min": 297.43, "im_clarity_max": 297.43, "im_luma": { "jpg": 211.35 }, "im_luma_mean": 211.35, "im_luma_min": 211.35, "im_luma_max": 211.35, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 1.58 }, "im_entropy_mean": 1.58, "im_entropy_min": 1.58, "im_entropy_max": 1.58, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999932478839, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 6.752048616644037e-09, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 5.972541586883819e-14, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8136271834373474, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.010065808892250061, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.007309140171855688, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9903588891029358, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.6661518812179565, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999552309513092, "text_quality_nvidia_edu_nemotron4_score": 1.6865234375, "text_quality_nvidia_edu_mixtral_score": 1.767578125, "text_quality_dclmbaseline_fasttext_score": 0.999983549118042, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.00029098987579345703, "custom_fasttext_core_fasttext_score": 2.288818359375e-05, "custom_fasttext_val_clean_fasttext_score": 0.0009502768516540527, "custom_fasttext_core_clean_fasttext_score": 0.0009202361106872559, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.046875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.015625, "within_sample_repetition_detection": 8.0 }, "143": { "detoxify": 1, "length_chars": 279, "length_tokens": 1408, "length_tokens_text_only": 128, "length_tokens_trainable_only": 61, "length_images": 1, "iqa_live_mean": 0.6193837252530184, "iqa_live_min": 0.6193837252530184, "iqa_live_max": 0.6193837252530184, "iqa_csiq_mean": 0.734928548336029, "iqa_csiq_min": 0.734928548336029, "iqa_csiq_max": 0.734928548336029, "iqa_tid2013_mean": 0.4794818560282389, "iqa_tid2013_min": 0.4794818560282389, "iqa_tid2013_max": 0.4794818560282389, "iqa_kadid10k_mean": 0.59564208984375, "iqa_kadid10k_min": 0.59564208984375, "iqa_kadid10k_max": 0.59564208984375, "iqa_flive_mean": 0.7306157892400569, "iqa_flive_min": 0.7306157892400569, "iqa_flive_max": 0.7306157892400569, "iqa_spaq_mean": 0.5466841880721276, "iqa_spaq_min": 0.5466841880721276, "iqa_spaq_max": 0.5466841880721276, "iqa_clive_mean": 0.5553361141320431, "iqa_clive_min": 0.5553361141320431, "iqa_clive_max": 0.5553361141320431, "iqa_koniq10k_mean": 0.6765420316445707, "iqa_koniq10k_min": 0.6765420316445707, "iqa_koniq10k_max": 0.6765420316445707, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999732601 }, { "lang": "la", "score": 2.6728106496168073e-11 }, { "lang": "tl", "score": 8.449077084732686e-15 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8802427649497986 }, { "lang": "es", "score": 0.007318912539631128 }, { "lang": "pt", "score": 0.004997451789677143 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.6193837252530184, "iqa_v2_live_min": 0.6193837252530184, "iqa_v2_live_max": 0.6193837252530184, "iqa_v2_csiq_mean": 0.734928548336029, "iqa_v2_csiq_min": 0.734928548336029, "iqa_v2_csiq_max": 0.734928548336029, "iqa_v2_tid2013_mean": 0.4794750743442111, "iqa_v2_tid2013_min": 0.4794750743442111, "iqa_v2_tid2013_max": 0.4794750743442111, "iqa_v2_kadid10k_mean": 0.595611572265625, "iqa_v2_kadid10k_min": 0.595611572265625, "iqa_v2_kadid10k_max": 0.595611572265625, "iqa_v2_flive_mean": 0.7306157892400569, "iqa_v2_flive_min": 0.7306157892400569, "iqa_v2_flive_max": 0.7306157892400569, "iqa_v2_spaq_mean": 0.5466447310014205, "iqa_v2_spaq_min": 0.5466447310014205, "iqa_v2_spaq_max": 0.5466447310014205, "iqa_v2_clive_mean": 0.555296657061336, "iqa_v2_clive_min": 0.555296657061336, "iqa_v2_clive_max": 0.555296657061336, "iqa_v2_koniq10k_mean": 0.6765420316445707, "iqa_v2_koniq10k_min": 0.6765420316445707, "iqa_v2_koniq10k_max": 0.6765420316445707, "imdecont": { "jpg": 0.48293858766555786 }, "imdecont_image_match": { "jpg": 202880 }, "imdecont_max": 0.48293858766555786, "imdecont_mean": 0.48293858766555786, "imdecont_min": 0.48293858766555786, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.0, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.0, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.0, "clip_score_dfn_public_prev_turn_only_min": 2.501953125, "clip_score_dfn_public_prev_turn_only_mean": 2.501953125, "clip_score_dfn_public_prev_turn_only_max": 2.501953125, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.765625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.765625, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.765625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.171875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.171875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.171875, "clip_score_clip_vitl14_224_next_turn_only_min": 29.65625, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.65625, "clip_score_clip_vitl14_224_next_turn_only_max": 29.65625, "clip_score_dfn_public_next_turn_only_min": 3.171875, "clip_score_dfn_public_next_turn_only_mean": 3.171875, "clip_score_dfn_public_next_turn_only_max": 3.171875, "clip_score_siglip2_b16_224_next_turn_only_min": 6.609375, "clip_score_siglip2_b16_224_next_turn_only_mean": 6.609375, "clip_score_siglip2_b16_224_next_turn_only_max": 6.609375, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.6875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.6875, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.859375, "clip_score_dfn_public_prev_and_next_turn_min": 3.498046875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.498046875, "clip_score_dfn_public_prev_and_next_turn_max": 3.498046875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.703125, "im_height": { "jpg": 1667 }, "im_height_mean": 1667.0, "im_height_min": 1667, "im_height_max": 1667, "im_width": { "jpg": 426 }, "im_width_mean": 426.0, "im_width_min": 426, "im_width_max": 426, "im_ar": { "jpg": 0.2555 }, "im_ar_mean": 0.2555, "im_ar_min": 0.2555, "im_ar_max": 0.2555, "im_kilobytes": { "jpg": 2080.49 }, "im_kilobytes_mean": 2080.49, "im_kilobytes_min": 2080.49, "im_kilobytes_max": 2080.49, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 360.35 }, "im_clarity_mean": 360.35, "im_clarity_min": 360.35, "im_clarity_max": 360.35, "im_luma": { "jpg": 207.66 }, "im_luma_mean": 207.66, "im_luma_min": 207.66, "im_luma_max": 207.66, "im_saturation": { "jpg": 66.83 }, "im_saturation_mean": 66.83, "im_saturation_min": 66.83, "im_saturation_max": 66.83, "im_entropy": { "jpg": 1.67 }, "im_entropy_mean": 1.67, "im_entropy_min": 1.67, "im_entropy_max": 1.67, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999732601, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.6728106496168073e-11, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 8.449077084732686e-15, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8802427649497986, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.007318912539631128, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.004997451789677143, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9621710181236267, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7237122654914856, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9978965520858765, "text_quality_nvidia_edu_nemotron4_score": 2.080078125, "text_quality_nvidia_edu_mixtral_score": 2.017578125, "text_quality_dclmbaseline_fasttext_score": 0.9425205588340759, "text_quality_dolma3_fasttext_score": 0.976004958152771, "custom_fasttext_val_fasttext_score": 0.0007241368293762207, "custom_fasttext_core_fasttext_score": 5.2094459533691406e-05, "custom_fasttext_val_clean_fasttext_score": 0.0006996393203735352, "custom_fasttext_core_clean_fasttext_score": 0.0008311271667480469, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.921875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.515625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.40625, "within_sample_repetition_detection": 4.0 }, "76": { "detoxify": 1, "length_chars": 505, "length_tokens": 3561, "length_tokens_text_only": 233, "length_tokens_trainable_only": 136, "length_images": 1, "iqa_live_mean": 0.5315424215914022, "iqa_live_min": 0.5315424215914022, "iqa_live_max": 0.5315424215914022, "iqa_csiq_mean": 0.691471517086029, "iqa_csiq_min": 0.691471517086029, "iqa_csiq_max": 0.691471517086029, "iqa_tid2013_mean": 0.37308401531643337, "iqa_tid2013_min": 0.37308401531643337, "iqa_tid2013_max": 0.37308401531643337, "iqa_kadid10k_mean": 0.3282470703125, "iqa_kadid10k_min": 0.3282470703125, "iqa_kadid10k_max": 0.3282470703125, "iqa_flive_mean": 0.6788283839370266, "iqa_flive_min": 0.6788283839370266, "iqa_flive_max": 0.6788283839370266, "iqa_spaq_mean": 0.5443167638297033, "iqa_spaq_min": 0.5443167638297033, "iqa_spaq_max": 0.5443167638297033, "iqa_clive_mean": 0.5930570737280028, "iqa_clive_min": 0.5930570737280028, "iqa_clive_max": 0.5930570737280028, "iqa_koniq10k_mean": 0.5193451004798967, "iqa_koniq10k_min": 0.5193451004798967, "iqa_koniq10k_max": 0.5193451004798967, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999991073 }, { "lang": "la", "score": 8.921063930316906e-13 }, { "lang": "eo", "score": 6.850280498491165e-16 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7888808846473694 }, { "lang": "tr", "score": 0.009836466051638126 }, { "lang": "ro", "score": 0.008132446557283401 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5315424215914022, "iqa_v2_live_min": 0.5315424215914022, "iqa_v2_live_max": 0.5315424215914022, "iqa_v2_csiq_mean": 0.691471517086029, "iqa_v2_csiq_min": 0.691471517086029, "iqa_v2_csiq_max": 0.691471517086029, "iqa_v2_tid2013_mean": 0.37308401531643337, "iqa_v2_tid2013_min": 0.37308401531643337, "iqa_v2_tid2013_max": 0.37308401531643337, "iqa_v2_kadid10k_mean": 0.3282470703125, "iqa_v2_kadid10k_min": 0.3282470703125, "iqa_v2_kadid10k_max": 0.3282470703125, "iqa_v2_flive_mean": 0.6788283839370266, "iqa_v2_flive_min": 0.6788283839370266, "iqa_v2_flive_max": 0.6788283839370266, "iqa_v2_spaq_mean": 0.5443167638297033, "iqa_v2_spaq_min": 0.5443167638297033, "iqa_v2_spaq_max": 0.5443167638297033, "iqa_v2_clive_mean": 0.5930570737280028, "iqa_v2_clive_min": 0.5930570737280028, "iqa_v2_clive_max": 0.5930570737280028, "iqa_v2_koniq10k_mean": 0.5193451004798967, "iqa_v2_koniq10k_min": 0.5193451004798967, "iqa_v2_koniq10k_max": 0.5193451004798967, "imdecont": { "jpg": 0.5397484302520752 }, "imdecont_image_match": { "jpg": 206444 }, "imdecont_max": 0.5397484302520752, "imdecont_mean": 0.5397484302520752, "imdecont_min": 0.5397484302520752, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.421875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.421875, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.421875, "clip_score_dfn_public_prev_turn_only_min": 2.84375, "clip_score_dfn_public_prev_turn_only_mean": 2.84375, "clip_score_dfn_public_prev_turn_only_max": 2.84375, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.359375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.359375, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.359375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.609375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.609375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.609375, "clip_score_clip_vitl14_224_next_turn_only_min": 26.21875, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.21875, "clip_score_clip_vitl14_224_next_turn_only_max": 26.21875, "clip_score_dfn_public_next_turn_only_min": 3.31640625, "clip_score_dfn_public_next_turn_only_mean": 3.31640625, "clip_score_dfn_public_next_turn_only_max": 3.31640625, "clip_score_siglip2_b16_224_next_turn_only_min": 2.84375, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.84375, "clip_score_siglip2_b16_224_next_turn_only_max": 2.84375, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.203125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.203125, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.59375, "clip_score_dfn_public_prev_and_next_turn_min": 3.08984375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.08984375, "clip_score_dfn_public_prev_and_next_turn_max": 3.08984375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.40625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.40625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.40625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.609375, "im_height": { "jpg": 628 }, "im_height_mean": 628.0, "im_height_min": 628, "im_height_max": 628, "im_width": { "jpg": 885 }, "im_width_mean": 885.0, "im_width_min": 885, "im_width_max": 885, "im_ar": { "jpg": 1.4092 }, "im_ar_mean": 1.4092, "im_ar_min": 1.4092, "im_ar_max": 1.4092, "im_kilobytes": { "jpg": 1628.26 }, "im_kilobytes_mean": 1628.26, "im_kilobytes_min": 1628.26, "im_kilobytes_max": 1628.26, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 697.68 }, "im_clarity_mean": 697.68, "im_clarity_min": 697.68, "im_clarity_max": 697.68, "im_luma": { "jpg": 213.87 }, "im_luma_mean": 213.87, "im_luma_min": 213.87, "im_luma_max": 213.87, "im_saturation": { "jpg": 49.35 }, "im_saturation_mean": 49.35, "im_saturation_min": 49.35, "im_saturation_max": 49.35, "im_entropy": { "jpg": 1.55 }, "im_entropy_mean": 1.55, "im_entropy_min": 1.55, "im_entropy_max": 1.55, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999991073, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 8.921063930316906e-13, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 6.850280498491165e-16, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7888808846473694, "language_detection_annotation_nllb_1_lan": "tr", "language_detection_annotation_nllb_1_score": 0.009836466051638126, "language_detection_annotation_nllb_2_lan": "ro", "language_detection_annotation_nllb_2_score": 0.008132446557283401, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9844213724136353, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7207568883895874, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999701201915741, "text_quality_nvidia_edu_nemotron4_score": 2.501953125, "text_quality_nvidia_edu_mixtral_score": 2.59765625, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.004183053970336914, "custom_fasttext_core_fasttext_score": 0.00012576580047607422, "custom_fasttext_val_clean_fasttext_score": 0.032219648361206055, "custom_fasttext_core_clean_fasttext_score": 0.012930870056152344, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.71875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.65625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 4.0 }, "146": { "detoxify": 1, "length_chars": 1583, "length_tokens": 2524, "length_tokens_text_only": 732, "length_tokens_trainable_only": 561, "length_images": 1, "iqa_live_mean": 0.36906806868736186, "iqa_live_min": 0.36906806868736186, "iqa_live_max": 0.36906806868736186, "iqa_csiq_mean": 0.45624202489852905, "iqa_csiq_min": 0.45624202489852905, "iqa_csiq_max": 0.45624202489852905, "iqa_tid2013_mean": 0.2892081472608778, "iqa_tid2013_min": 0.2892081472608778, "iqa_tid2013_max": 0.2892081472608778, "iqa_kadid10k_mean": 0.2562255859375, "iqa_kadid10k_min": 0.2562255859375, "iqa_kadid10k_max": 0.2562255859375, "iqa_flive_mean": 0.5647382639875316, "iqa_flive_min": 0.5647382639875316, "iqa_flive_max": 0.5647382639875316, "iqa_spaq_mean": 0.18296891029434975, "iqa_spaq_min": 0.18296891029434975, "iqa_spaq_max": 0.18296891029434975, "iqa_clive_mean": 0.34526666968759867, "iqa_clive_min": 0.34526666968759867, "iqa_clive_max": 0.34526666968759867, "iqa_koniq10k_mean": 0.6511316781092172, "iqa_koniq10k_min": 0.6511316781092172, "iqa_koniq10k_max": 0.6511316781092172, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.999999999999988 }, { "lang": "la", "score": 1.1994206638113327e-14 }, { "lang": "eo", "score": 3.030776657262631e-20 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7870693206787109 }, { "lang": "ru", "score": 0.010186826810240746 }, { "lang": "fr", "score": 0.008229768835008144 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.36906806868736186, "iqa_v2_live_min": 0.36906806868736186, "iqa_v2_live_max": 0.36906806868736186, "iqa_v2_csiq_mean": 0.45624202489852905, "iqa_v2_csiq_min": 0.45624202489852905, "iqa_v2_csiq_max": 0.45624202489852905, "iqa_v2_tid2013_mean": 0.2892081472608778, "iqa_v2_tid2013_min": 0.2892081472608778, "iqa_v2_tid2013_max": 0.2892081472608778, "iqa_v2_kadid10k_mean": 0.2562255859375, "iqa_v2_kadid10k_min": 0.2562255859375, "iqa_v2_kadid10k_max": 0.2562255859375, "iqa_v2_flive_mean": 0.5647382639875316, "iqa_v2_flive_min": 0.5647382639875316, "iqa_v2_flive_max": 0.5647382639875316, "iqa_v2_spaq_mean": 0.18296891029434975, "iqa_v2_spaq_min": 0.18296891029434975, "iqa_v2_spaq_max": 0.18296891029434975, "iqa_v2_clive_mean": 0.34526666968759867, "iqa_v2_clive_min": 0.34526666968759867, "iqa_v2_clive_max": 0.34526666968759867, "iqa_v2_koniq10k_mean": 0.6511316781092172, "iqa_v2_koniq10k_min": 0.6511316781092172, "iqa_v2_koniq10k_max": 0.6511316781092172, "imdecont": { "jpg": 0.4687110185623169 }, "imdecont_image_match": { "jpg": 75039 }, "imdecont_max": 0.4687110185623169, "imdecont_mean": 0.4687110185623169, "imdecont_min": 0.4687110185623169, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.0, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.0, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.0, "clip_score_dfn_public_prev_turn_only_min": 3.3828125, "clip_score_dfn_public_prev_turn_only_mean": 3.3828125, "clip_score_dfn_public_prev_turn_only_max": 3.3828125, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.921875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.921875, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.921875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.75, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.75, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.75, "clip_score_clip_vitl14_224_next_turn_only_min": 23.65625, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.65625, "clip_score_clip_vitl14_224_next_turn_only_max": 23.65625, "clip_score_dfn_public_next_turn_only_min": 2.548828125, "clip_score_dfn_public_next_turn_only_mean": 2.548828125, "clip_score_dfn_public_next_turn_only_max": 2.548828125, "clip_score_siglip2_b16_224_next_turn_only_min": 0.203125, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.203125, "clip_score_siglip2_b16_224_next_turn_only_max": 0.203125, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.21875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.21875, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.0, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.0, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.0, "clip_score_dfn_public_prev_and_next_turn_min": 3.3828125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.3828125, "clip_score_dfn_public_prev_and_next_turn_max": 3.3828125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.921875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.921875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.171875, "im_height": { "jpg": 4962 }, "im_height_mean": 4962.0, "im_height_min": 4962, "im_height_max": 4962, "im_width": { "jpg": 3341 }, "im_width_mean": 3341.0, "im_width_min": 3341, "im_width_max": 3341, "im_ar": { "jpg": 0.6733 }, "im_ar_mean": 0.6733, "im_ar_min": 0.6733, "im_ar_max": 0.6733, "im_kilobytes": { "jpg": 48568.48 }, "im_kilobytes_mean": 48568.48, "im_kilobytes_min": 48568.48, "im_kilobytes_max": 48568.48, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 76.75 }, "im_clarity_mean": 76.75, "im_clarity_min": 76.75, "im_clarity_max": 76.75, "im_luma": { "jpg": 216.94 }, "im_luma_mean": 216.94, "im_luma_min": 216.94, "im_luma_max": 216.94, "im_saturation": { "jpg": 65.72 }, "im_saturation_mean": 65.72, "im_saturation_min": 65.72, "im_saturation_max": 65.72, "im_entropy": { "jpg": 2.02 }, "im_entropy_mean": 2.02, "im_entropy_min": 2.02, "im_entropy_max": 2.02, "unifilter_score_qwen2_5_1_5b": -2.521484375, "unifilter_score_qwen3_0_6b": 1.5302734375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.999999999999988, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.1994206638113327e-14, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 3.030776657262631e-20, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7870693206787109, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.010186826810240746, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.008229768835008144, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9943718910217285, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7079290747642517, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996978044509888, "text_quality_nvidia_edu_nemotron4_score": 2.10546875, "text_quality_nvidia_edu_mixtral_score": 2.091796875, "text_quality_dclmbaseline_fasttext_score": 0.9999425411224365, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0011656880378723145, "custom_fasttext_core_fasttext_score": 2.4080276489257812e-05, "custom_fasttext_val_clean_fasttext_score": 0.002013266086578369, "custom_fasttext_core_clean_fasttext_score": 0.0002091526985168457, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.83984375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.83203125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0078125, "within_sample_repetition_detection": 7.0 }, "138": { "detoxify": 1, "length_chars": 1252, "length_tokens": 3140, "length_tokens_text_only": 580, "length_tokens_trainable_only": 420, "length_images": 1, "iqa_live_mean": 0.3663849878792811, "iqa_live_min": 0.3663849878792811, "iqa_live_max": 0.3663849878792811, "iqa_csiq_mean": 0.518314778804779, "iqa_csiq_min": 0.518314778804779, "iqa_csiq_max": 0.518314778804779, "iqa_tid2013_mean": 0.31883054309421116, "iqa_tid2013_min": 0.31883054309421116, "iqa_tid2013_max": 0.31883054309421116, "iqa_kadid10k_mean": 0.3719482421875, "iqa_kadid10k_min": 0.3719482421875, "iqa_kadid10k_max": 0.3719482421875, "iqa_flive_mean": 0.6046688195430872, "iqa_flive_min": 0.6046688195430872, "iqa_flive_max": 0.6046688195430872, "iqa_spaq_mean": 0.20396007191051138, "iqa_spaq_min": 0.20396007191051138, "iqa_spaq_max": 0.20396007191051138, "iqa_clive_mean": 0.2983127555461845, "iqa_clive_min": 0.2983127555461845, "iqa_clive_max": 0.2983127555461845, "iqa_koniq10k_mean": 0.6243009085607047, "iqa_koniq10k_min": 0.6243009085607047, "iqa_koniq10k_max": 0.6243009085607047, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999996267723 }, { "lang": "la", "score": 3.732277038369e-10 }, { "lang": "tl", "score": 1.9223921617669357e-24 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8390021324157715 }, { "lang": "ru", "score": 0.007410815916955471 }, { "lang": "km", "score": 0.006586587522178888 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3663849878792811, "iqa_v2_live_min": 0.3663849878792811, "iqa_v2_live_max": 0.3663849878792811, "iqa_v2_csiq_mean": 0.518314778804779, "iqa_v2_csiq_min": 0.518314778804779, "iqa_v2_csiq_max": 0.518314778804779, "iqa_v2_tid2013_mean": 0.31883054309421116, "iqa_v2_tid2013_min": 0.31883054309421116, "iqa_v2_tid2013_max": 0.31883054309421116, "iqa_v2_kadid10k_mean": 0.3719482421875, "iqa_v2_kadid10k_min": 0.3719482421875, "iqa_v2_kadid10k_max": 0.3719482421875, "iqa_v2_flive_mean": 0.6046688195430872, "iqa_v2_flive_min": 0.6046688195430872, "iqa_v2_flive_max": 0.6046688195430872, "iqa_v2_spaq_mean": 0.20396007191051138, "iqa_v2_spaq_min": 0.20396007191051138, "iqa_v2_spaq_max": 0.20396007191051138, "iqa_v2_clive_mean": 0.2983127555461845, "iqa_v2_clive_min": 0.2983127555461845, "iqa_v2_clive_max": 0.2983127555461845, "iqa_v2_koniq10k_mean": 0.6243009085607047, "iqa_v2_koniq10k_min": 0.6243009085607047, "iqa_v2_koniq10k_max": 0.6243009085607047, "imdecont": { "jpg": 0.4081183075904846 }, "imdecont_image_match": { "jpg": 74913 }, "imdecont_max": 0.4081183075904846, "imdecont_mean": 0.4081183075904846, "imdecont_min": 0.4081183075904846, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.21875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.21875, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.21875, "clip_score_dfn_public_prev_turn_only_min": 3.15234375, "clip_score_dfn_public_prev_turn_only_mean": 3.15234375, "clip_score_dfn_public_prev_turn_only_max": 3.15234375, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.640625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.640625, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.640625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.140625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.140625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.140625, "clip_score_clip_vitl14_224_next_turn_only_min": 23.6875, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.6875, "clip_score_clip_vitl14_224_next_turn_only_max": 23.6875, "clip_score_dfn_public_next_turn_only_min": 1.962890625, "clip_score_dfn_public_next_turn_only_mean": 1.962890625, "clip_score_dfn_public_next_turn_only_max": 1.962890625, "clip_score_siglip2_b16_224_next_turn_only_min": -0.203125, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.203125, "clip_score_siglip2_b16_224_next_turn_only_max": -0.203125, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.828125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.828125, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.21875, "clip_score_dfn_public_prev_and_next_turn_min": 3.15234375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.15234375, "clip_score_dfn_public_prev_and_next_turn_max": 3.15234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.09375, "im_height": { "jpg": 2722 }, "im_height_mean": 2722.0, "im_height_min": 2722, "im_height_max": 2722, "im_width": { "jpg": 2704 }, "im_width_mean": 2704.0, "im_width_min": 2704, "im_width_max": 2704, "im_ar": { "jpg": 0.9934 }, "im_ar_mean": 0.9934, "im_ar_min": 0.9934, "im_ar_max": 0.9934, "im_kilobytes": { "jpg": 21563.34 }, "im_kilobytes_mean": 21563.34, "im_kilobytes_min": 21563.34, "im_kilobytes_max": 21563.34, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 109.13 }, "im_clarity_mean": 109.13, "im_clarity_min": 109.13, "im_clarity_max": 109.13, "im_luma": { "jpg": 226.93 }, "im_luma_mean": 226.93, "im_luma_min": 226.93, "im_luma_max": 226.93, "im_saturation": { "jpg": 37.63 }, "im_saturation_mean": 37.63, "im_saturation_min": 37.63, "im_saturation_max": 37.63, "im_entropy": { "jpg": 1.43 }, "im_entropy_mean": 1.43, "im_entropy_min": 1.43, "im_entropy_max": 1.43, "unifilter_score_qwen2_5_1_5b": 0.2286376953125, "unifilter_score_qwen3_0_6b": 0.34716796875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999996267723, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.732277038369e-10, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.9223921617669357e-24, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8390021324157715, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007410815916955471, "language_detection_annotation_nllb_2_lan": "km", "language_detection_annotation_nllb_2_score": 0.006586587522178888, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9930196404457092, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.38638922572135925, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999718964099884, "text_quality_nvidia_edu_nemotron4_score": 2.111328125, "text_quality_nvidia_edu_mixtral_score": 1.94140625, "text_quality_dclmbaseline_fasttext_score": 0.9999566078186035, "text_quality_dolma3_fasttext_score": 0.9984822869300842, "custom_fasttext_val_fasttext_score": 0.001513063907623291, "custom_fasttext_core_fasttext_score": 5.269050598144531e-05, "custom_fasttext_val_clean_fasttext_score": 0.003104269504547119, "custom_fasttext_core_clean_fasttext_score": 0.00017327070236206055, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.3515625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.3203125, "within_sample_repetition_detection": 6.0 }, "150": { "detoxify": 1, "length_chars": 531, "length_tokens": 1475, "length_tokens_text_only": 195, "length_tokens_trainable_only": 111, "length_images": 1, "iqa_live_mean": 0.6329569575762508, "iqa_live_min": 0.6329569575762508, "iqa_live_max": 0.6329569575762508, "iqa_csiq_mean": 0.768864095211029, "iqa_csiq_min": 0.768864095211029, "iqa_csiq_max": 0.768864095211029, "iqa_tid2013_mean": 0.5261601871914333, "iqa_tid2013_min": 0.5261601871914333, "iqa_tid2013_max": 0.5261601871914333, "iqa_kadid10k_mean": 0.61181640625, "iqa_kadid10k_min": 0.61181640625, "iqa_kadid10k_max": 0.61181640625, "iqa_flive_mean": 0.7159772160077337, "iqa_flive_min": 0.7159772160077337, "iqa_flive_max": 0.7159772160077337, "iqa_spaq_mean": 0.5517741501933396, "iqa_spaq_min": 0.5517741501933396, "iqa_spaq_max": 0.5517741501933396, "iqa_clive_mean": 0.5331217833239623, "iqa_clive_min": 0.5331217833239623, "iqa_clive_max": 0.5331217833239623, "iqa_koniq10k_mean": 0.6493955669981061, "iqa_koniq10k_min": 0.6493955669981061, "iqa_koniq10k_max": 0.6493955669981061, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999961 }, { "lang": "la", "score": 3.8410738745107745e-15 }, { "lang": "tl", "score": 1.5689754704429263e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9023392200469971 }, { "lang": "ru", "score": 0.00423220731317997 }, { "lang": "ro", "score": 0.003676740685477853 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.6329569575762508, "iqa_v2_live_min": 0.6329569575762508, "iqa_v2_live_max": 0.6329569575762508, "iqa_v2_csiq_mean": 0.768864095211029, "iqa_v2_csiq_min": 0.768864095211029, "iqa_v2_csiq_max": 0.768864095211029, "iqa_v2_tid2013_mean": 0.5261601871914333, "iqa_v2_tid2013_min": 0.5261601871914333, "iqa_v2_tid2013_max": 0.5261601871914333, "iqa_v2_kadid10k_mean": 0.61181640625, "iqa_v2_kadid10k_min": 0.61181640625, "iqa_v2_kadid10k_max": 0.61181640625, "iqa_v2_flive_mean": 0.7159772160077337, "iqa_v2_flive_min": 0.7159772160077337, "iqa_v2_flive_max": 0.7159772160077337, "iqa_v2_spaq_mean": 0.5517741501933396, "iqa_v2_spaq_min": 0.5517741501933396, "iqa_v2_spaq_max": 0.5517741501933396, "iqa_v2_clive_mean": 0.5331217833239623, "iqa_v2_clive_min": 0.5331217833239623, "iqa_v2_clive_max": 0.5331217833239623, "iqa_v2_koniq10k_mean": 0.6493955669981061, "iqa_v2_koniq10k_min": 0.6493955669981061, "iqa_v2_koniq10k_max": 0.6493955669981061, "imdecont": { "jpg": 0.4615170955657959 }, "imdecont_image_match": { "jpg": 256980 }, "imdecont_max": 0.4615170955657959, "imdecont_mean": 0.4615170955657959, "imdecont_min": 0.4615170955657959, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.296875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.296875, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.296875, "clip_score_dfn_public_prev_turn_only_min": 4.12890625, "clip_score_dfn_public_prev_turn_only_mean": 4.12890625, "clip_score_dfn_public_prev_turn_only_max": 4.12890625, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.890625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.890625, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.890625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.25, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.25, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.25, "clip_score_clip_vitl14_224_next_turn_only_min": 25.859375, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.859375, "clip_score_clip_vitl14_224_next_turn_only_max": 25.859375, "clip_score_dfn_public_next_turn_only_min": 4.44140625, "clip_score_dfn_public_next_turn_only_mean": 4.44140625, "clip_score_dfn_public_next_turn_only_max": 4.44140625, "clip_score_siglip2_b16_224_next_turn_only_min": 3.5625, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.5625, "clip_score_siglip2_b16_224_next_turn_only_max": 3.5625, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.53125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.53125, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.53125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.171875, "clip_score_dfn_public_prev_and_next_turn_min": 4.70703125, "clip_score_dfn_public_prev_and_next_turn_mean": 4.70703125, "clip_score_dfn_public_prev_and_next_turn_max": 4.70703125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.59375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.59375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.3125, "im_height": { "jpg": 626 }, "im_height_mean": 626.0, "im_height_min": 626, "im_height_max": 626, "im_width": { "jpg": 680 }, "im_width_mean": 680.0, "im_width_min": 680, "im_width_max": 680, "im_ar": { "jpg": 1.0863 }, "im_ar_mean": 1.0863, "im_ar_min": 1.0863, "im_ar_max": 1.0863, "im_kilobytes": { "jpg": 1247.11 }, "im_kilobytes_mean": 1247.11, "im_kilobytes_min": 1247.11, "im_kilobytes_max": 1247.11, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 605.38 }, "im_clarity_mean": 605.38, "im_clarity_min": 605.38, "im_clarity_max": 605.38, "im_luma": { "jpg": 223.15 }, "im_luma_mean": 223.15, "im_luma_min": 223.15, "im_luma_max": 223.15, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 1.75 }, "im_entropy_mean": 1.75, "im_entropy_min": 1.75, "im_entropy_max": 1.75, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999961, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.8410738745107745e-15, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.5689754704429263e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9023392200469971, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.00423220731317997, "language_detection_annotation_nllb_2_lan": "ro", "language_detection_annotation_nllb_2_score": 0.003676740685477853, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9792155623435974, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.39690470695495605, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9994205236434937, "text_quality_nvidia_edu_nemotron4_score": 2.369140625, "text_quality_nvidia_edu_mixtral_score": 2.20703125, "text_quality_dclmbaseline_fasttext_score": 0.9954147338867188, "text_quality_dolma3_fasttext_score": 0.9998949766159058, "custom_fasttext_val_fasttext_score": 0.0018080472946166992, "custom_fasttext_core_fasttext_score": 0.0001112222671508789, "custom_fasttext_val_clean_fasttext_score": 0.00460284948348999, "custom_fasttext_core_clean_fasttext_score": 0.0008158087730407715, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.015625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.921875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.09375, "within_sample_repetition_detection": 6.0 }, "91": { "detoxify": 1, "length_chars": 1389, "length_tokens": 3146, "length_tokens_text_only": 586, "length_tokens_trainable_only": 455, "length_images": 1, "iqa_live_mean": 0.4319626393944326, "iqa_live_min": 0.4319626393944326, "iqa_live_max": 0.4319626393944326, "iqa_csiq_mean": 0.564640462398529, "iqa_csiq_min": 0.564640462398529, "iqa_csiq_max": 0.564640462398529, "iqa_tid2013_mean": 0.3335874875386556, "iqa_tid2013_min": 0.3335874875386556, "iqa_tid2013_max": 0.3335874875386556, "iqa_kadid10k_mean": 0.2369384765625, "iqa_kadid10k_min": 0.2369384765625, "iqa_kadid10k_max": 0.2369384765625, "iqa_flive_mean": 0.6446733571062185, "iqa_flive_min": 0.6446733571062185, "iqa_flive_max": 0.6446733571062185, "iqa_spaq_mean": 0.42945723100142047, "iqa_spaq_min": 0.42945723100142047, "iqa_spaq_max": 0.42945723100142047, "iqa_clive_mean": 0.4794123871157868, "iqa_clive_min": 0.4794123871157868, "iqa_clive_max": 0.4794123871157868, "iqa_koniq10k_mean": 0.5782150499748462, "iqa_koniq10k_min": 0.5782150499748462, "iqa_koniq10k_max": 0.5782150499748462, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 2.6234807708948699e-23 }, { "lang": "eo", "score": 6.242401414301529e-32 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8216879367828369 }, { "lang": "ko", "score": 0.007883721962571144 }, { "lang": "ru", "score": 0.007757252547889948 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4319626393944326, "iqa_v2_live_min": 0.4319626393944326, "iqa_v2_live_max": 0.4319626393944326, "iqa_v2_csiq_mean": 0.564640462398529, "iqa_v2_csiq_min": 0.564640462398529, "iqa_v2_csiq_max": 0.564640462398529, "iqa_v2_tid2013_mean": 0.3335874875386556, "iqa_v2_tid2013_min": 0.3335874875386556, "iqa_v2_tid2013_max": 0.3335874875386556, "iqa_v2_kadid10k_mean": 0.2369384765625, "iqa_v2_kadid10k_min": 0.2369384765625, "iqa_v2_kadid10k_max": 0.2369384765625, "iqa_v2_flive_mean": 0.6446733571062185, "iqa_v2_flive_min": 0.6446733571062185, "iqa_v2_flive_max": 0.6446733571062185, "iqa_v2_spaq_mean": 0.42945723100142047, "iqa_v2_spaq_min": 0.42945723100142047, "iqa_v2_spaq_max": 0.42945723100142047, "iqa_v2_clive_mean": 0.4794123871157868, "iqa_v2_clive_min": 0.4794123871157868, "iqa_v2_clive_max": 0.4794123871157868, "iqa_v2_koniq10k_mean": 0.5782150499748462, "iqa_v2_koniq10k_min": 0.5782150499748462, "iqa_v2_koniq10k_max": 0.5782150499748462, "imdecont": { "jpg": 0.4962855577468872 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.4962855577468872, "imdecont_mean": 0.4962855577468872, "imdecont_min": 0.4962855577468872, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.171875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.171875, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.171875, "clip_score_dfn_public_prev_turn_only_min": 4.1953125, "clip_score_dfn_public_prev_turn_only_mean": 4.1953125, "clip_score_dfn_public_prev_turn_only_max": 4.1953125, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.921875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.921875, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.921875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.390625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.390625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.390625, "clip_score_clip_vitl14_224_next_turn_only_min": 25.75, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.75, "clip_score_clip_vitl14_224_next_turn_only_max": 25.75, "clip_score_dfn_public_next_turn_only_min": 2.484375, "clip_score_dfn_public_next_turn_only_mean": 2.484375, "clip_score_dfn_public_next_turn_only_max": 2.484375, "clip_score_siglip2_b16_224_next_turn_only_min": 0.859375, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.859375, "clip_score_siglip2_b16_224_next_turn_only_max": 0.859375, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.6875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.6875, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.171875, "clip_score_dfn_public_prev_and_next_turn_min": 4.1953125, "clip_score_dfn_public_prev_and_next_turn_mean": 4.1953125, "clip_score_dfn_public_prev_and_next_turn_max": 4.1953125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.921875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.921875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.875, "im_height": { "jpg": 1548 }, "im_height_mean": 1548.0, "im_height_min": 1548, "im_height_max": 1548, "im_width": { "jpg": 1748 }, "im_width_mean": 1748.0, "im_width_min": 1748, "im_width_max": 1748, "im_ar": { "jpg": 1.1292 }, "im_ar_mean": 1.1292, "im_ar_min": 1.1292, "im_ar_max": 1.1292, "im_kilobytes": { "jpg": 7927.45 }, "im_kilobytes_mean": 7927.45, "im_kilobytes_min": 7927.45, "im_kilobytes_max": 7927.45, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 299.34 }, "im_clarity_mean": 299.34, "im_clarity_min": 299.34, "im_clarity_max": 299.34, "im_luma": { "jpg": 190.55 }, "im_luma_mean": 190.55, "im_luma_min": 190.55, "im_luma_max": 190.55, "im_saturation": { "jpg": 98.86 }, "im_saturation_mean": 98.86, "im_saturation_min": 98.86, "im_saturation_max": 98.86, "im_entropy": { "jpg": 2.33 }, "im_entropy_mean": 2.33, "im_entropy_min": 2.33, "im_entropy_max": 2.33, "unifilter_score_qwen2_5_1_5b": -0.386474609375, "unifilter_score_qwen3_0_6b": -0.66455078125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.6234807708948699e-23, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 6.242401414301529e-32, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8216879367828369, "language_detection_annotation_nllb_1_lan": "ko", "language_detection_annotation_nllb_1_score": 0.007883721962571144, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.007757252547889948, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.989177405834198, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6418274641036987, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995680451393127, "text_quality_nvidia_edu_nemotron4_score": 2.041015625, "text_quality_nvidia_edu_mixtral_score": 2.439453125, "text_quality_dclmbaseline_fasttext_score": 0.9999806880950928, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.000732719898223877, "custom_fasttext_core_fasttext_score": 2.1696090698242188e-05, "custom_fasttext_val_clean_fasttext_score": 0.0013173818588256836, "custom_fasttext_core_clean_fasttext_score": 3.135204315185547e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.84375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.82421875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.01953125, "within_sample_repetition_detection": 6.0 }, "137": { "detoxify": 1, "length_chars": 1197, "length_tokens": 2799, "length_tokens_text_only": 495, "length_tokens_trainable_only": 355, "length_images": 1, "iqa_live_mean": 0.40142286666715987, "iqa_live_min": 0.40142286666715987, "iqa_live_max": 0.40142286666715987, "iqa_csiq_mean": 0.569157063961029, "iqa_csiq_min": 0.569157063961029, "iqa_csiq_max": 0.569157063961029, "iqa_tid2013_mean": 0.2897506819831, "iqa_tid2013_min": 0.2897506819831, "iqa_tid2013_max": 0.2897506819831, "iqa_kadid10k_mean": 0.2879638671875, "iqa_kadid10k_min": 0.2879638671875, "iqa_kadid10k_max": 0.2879638671875, "iqa_flive_mean": 0.6029918940380367, "iqa_flive_min": 0.6029918940380367, "iqa_flive_max": 0.6029918940380367, "iqa_spaq_mean": 0.28713557696101644, "iqa_spaq_min": 0.28713557696101644, "iqa_spaq_max": 0.28713557696101644, "iqa_clive_mean": 0.4087136393845684, "iqa_clive_min": 0.4087136393845684, "iqa_clive_max": 0.4087136393845684, "iqa_koniq10k_mean": 0.5960496459344421, "iqa_koniq10k_min": 0.5960496459344421, "iqa_koniq10k_max": 0.5960496459344421, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999940902 }, { "lang": "la", "score": 5.909723293095408e-12 }, { "lang": "eo", "score": 6.010903771621101e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8807619214057922 }, { "lang": "vi", "score": 0.0055056046694517136 }, { "lang": "ru", "score": 0.0048462096601724625 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.40142286666715987, "iqa_v2_live_min": 0.40142286666715987, "iqa_v2_live_max": 0.40142286666715987, "iqa_v2_csiq_mean": 0.569157063961029, "iqa_v2_csiq_min": 0.569157063961029, "iqa_v2_csiq_max": 0.569157063961029, "iqa_v2_tid2013_mean": 0.2897506819831, "iqa_v2_tid2013_min": 0.2897506819831, "iqa_v2_tid2013_max": 0.2897506819831, "iqa_v2_kadid10k_mean": 0.2879638671875, "iqa_v2_kadid10k_min": 0.2879638671875, "iqa_v2_kadid10k_max": 0.2879638671875, "iqa_v2_flive_mean": 0.6029918940380367, "iqa_v2_flive_min": 0.6029918940380367, "iqa_v2_flive_max": 0.6029918940380367, "iqa_v2_spaq_mean": 0.28713557696101644, "iqa_v2_spaq_min": 0.28713557696101644, "iqa_v2_spaq_max": 0.28713557696101644, "iqa_v2_clive_mean": 0.4087136393845684, "iqa_v2_clive_min": 0.4087136393845684, "iqa_v2_clive_max": 0.4087136393845684, "iqa_v2_koniq10k_mean": 0.5960496459344421, "iqa_v2_koniq10k_min": 0.5960496459344421, "iqa_v2_koniq10k_max": 0.5960496459344421, "imdecont": { "jpg": 0.5096880197525024 }, "imdecont_image_match": { "jpg": 206444 }, "imdecont_max": 0.5096880197525024, "imdecont_mean": 0.5096880197525024, "imdecont_min": 0.5096880197525024, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.71875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.71875, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.71875, "clip_score_dfn_public_prev_turn_only_min": 1.9736328125, "clip_score_dfn_public_prev_turn_only_mean": 1.9736328125, "clip_score_dfn_public_prev_turn_only_max": 1.9736328125, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.359375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.359375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.359375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.34375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.34375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.34375, "clip_score_clip_vitl14_224_next_turn_only_min": 25.875, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.875, "clip_score_clip_vitl14_224_next_turn_only_max": 25.875, "clip_score_dfn_public_next_turn_only_min": 3.435546875, "clip_score_dfn_public_next_turn_only_mean": 3.435546875, "clip_score_dfn_public_next_turn_only_max": 3.435546875, "clip_score_siglip2_b16_224_next_turn_only_min": 0.34375, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.34375, "clip_score_siglip2_b16_224_next_turn_only_max": 0.34375, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.96875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.96875, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.96875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.71875, "clip_score_dfn_public_prev_and_next_turn_min": 1.9736328125, "clip_score_dfn_public_prev_and_next_turn_mean": 1.9736328125, "clip_score_dfn_public_prev_and_next_turn_max": 1.9736328125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.359375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.359375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.359375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.328125, "im_height": { "jpg": 2525 }, "im_height_mean": 2525.0, "im_height_min": 2525, "im_height_max": 2525, "im_width": { "jpg": 1445 }, "im_width_mean": 1445.0, "im_width_min": 1445, "im_width_max": 1445, "im_ar": { "jpg": 0.5723 }, "im_ar_mean": 0.5723, "im_ar_min": 0.5723, "im_ar_max": 0.5723, "im_kilobytes": { "jpg": 10689.33 }, "im_kilobytes_mean": 10689.33, "im_kilobytes_min": 10689.33, "im_kilobytes_max": 10689.33, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 230.82 }, "im_clarity_mean": 230.82, "im_clarity_min": 230.82, "im_clarity_max": 230.82, "im_luma": { "jpg": 195.21 }, "im_luma_mean": 195.21, "im_luma_min": 195.21, "im_luma_max": 195.21, "im_saturation": { "jpg": 82.73 }, "im_saturation_mean": 82.73, "im_saturation_min": 82.73, "im_saturation_max": 82.73, "im_entropy": { "jpg": 2.15 }, "im_entropy_mean": 2.15, "im_entropy_min": 2.15, "im_entropy_max": 2.15, "unifilter_score_qwen2_5_1_5b": -0.57861328125, "unifilter_score_qwen3_0_6b": -0.814453125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999940902, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 5.909723293095408e-12, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 6.010903771621101e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8807619214057922, "language_detection_annotation_nllb_1_lan": "vi", "language_detection_annotation_nllb_1_score": 0.0055056046694517136, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.0048462096601724625, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9924241304397583, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8650881052017212, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997673630714417, "text_quality_nvidia_edu_nemotron4_score": 2.203125, "text_quality_nvidia_edu_mixtral_score": 2.2421875, "text_quality_dclmbaseline_fasttext_score": 0.9996657371520996, "text_quality_dolma3_fasttext_score": 0.9996919631958008, "custom_fasttext_val_fasttext_score": 0.0013139843940734863, "custom_fasttext_core_fasttext_score": 6.008148193359375e-05, "custom_fasttext_val_clean_fasttext_score": 0.0009503960609436035, "custom_fasttext_core_clean_fasttext_score": 2.9087066650390625e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.97265625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.05859375, "within_sample_repetition_detection": 8.0 }, "145": { "detoxify": 1, "length_chars": 448, "length_tokens": 2768, "length_tokens_text_only": 208, "length_tokens_trainable_only": 99, "length_images": 1, "iqa_live_mean": 0.3907694575762507, "iqa_live_min": 0.3907694575762507, "iqa_live_max": 0.3907694575762507, "iqa_csiq_mean": 0.510685384273529, "iqa_csiq_min": 0.510685384273529, "iqa_csiq_max": 0.510685384273529, "iqa_tid2013_mean": 0.36744165420532227, "iqa_tid2013_min": 0.36744165420532227, "iqa_tid2013_max": 0.36744165420532227, "iqa_kadid10k_mean": 0.3006591796875, "iqa_kadid10k_min": 0.3006591796875, "iqa_kadid10k_max": 0.3006591796875, "iqa_flive_mean": 0.6467448533183398, "iqa_flive_min": 0.6467448533183398, "iqa_flive_max": 0.6467448533183398, "iqa_spaq_mean": 0.40487547595091544, "iqa_spaq_min": 0.40487547595091544, "iqa_spaq_max": 0.40487547595091544, "iqa_clive_mean": 0.49487801754113403, "iqa_clive_min": 0.49487801754113403, "iqa_clive_max": 0.49487801754113403, "iqa_koniq10k_mean": 0.6309296964394926, "iqa_koniq10k_min": 0.6309296964394926, "iqa_koniq10k_max": 0.6309296964394926, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999998429092 }, { "lang": "la", "score": 1.556111383122281e-10 }, { "lang": "de", "score": 1.0376875671401024e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8703958988189697 }, { "lang": "ru", "score": 0.008572239428758621 }, { "lang": "es", "score": 0.007951930165290833 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3907694575762507, "iqa_v2_live_min": 0.3907694575762507, "iqa_v2_live_max": 0.3907694575762507, "iqa_v2_csiq_mean": 0.510685384273529, "iqa_v2_csiq_min": 0.510685384273529, "iqa_v2_csiq_max": 0.510685384273529, "iqa_v2_tid2013_mean": 0.36744165420532227, "iqa_v2_tid2013_min": 0.36744165420532227, "iqa_v2_tid2013_max": 0.36744165420532227, "iqa_v2_kadid10k_mean": 0.3006591796875, "iqa_v2_kadid10k_min": 0.3006591796875, "iqa_v2_kadid10k_max": 0.3006591796875, "iqa_v2_flive_mean": 0.6467448533183398, "iqa_v2_flive_min": 0.6467448533183398, "iqa_v2_flive_max": 0.6467448533183398, "iqa_v2_spaq_mean": 0.40487547595091544, "iqa_v2_spaq_min": 0.40487547595091544, "iqa_v2_spaq_max": 0.40487547595091544, "iqa_v2_clive_mean": 0.49487801754113403, "iqa_v2_clive_min": 0.49487801754113403, "iqa_v2_clive_max": 0.49487801754113403, "iqa_v2_koniq10k_mean": 0.6309296964394926, "iqa_v2_koniq10k_min": 0.6309296964394926, "iqa_v2_koniq10k_max": 0.6309296964394926, "imdecont": { "jpg": 0.4897874593734741 }, "imdecont_image_match": { "jpg": 264634 }, "imdecont_max": 0.4897874593734741, "imdecont_mean": 0.4897874593734741, "imdecont_min": 0.4897874593734741, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.84375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.84375, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.84375, "clip_score_dfn_public_prev_turn_only_min": 2.74609375, "clip_score_dfn_public_prev_turn_only_mean": 2.74609375, "clip_score_dfn_public_prev_turn_only_max": 2.74609375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.015625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.015625, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.015625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.953125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.953125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.953125, "clip_score_clip_vitl14_224_next_turn_only_min": 24.828125, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.828125, "clip_score_clip_vitl14_224_next_turn_only_max": 24.828125, "clip_score_dfn_public_next_turn_only_min": 2.66796875, "clip_score_dfn_public_next_turn_only_mean": 2.66796875, "clip_score_dfn_public_next_turn_only_max": 2.66796875, "clip_score_siglip2_b16_224_next_turn_only_min": 2.375, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.375, "clip_score_siglip2_b16_224_next_turn_only_max": 2.375, "clip_score_longclip_vitl14_224_next_turn_only_min": 19.078125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 19.078125, "clip_score_longclip_vitl14_224_next_turn_only_max": 19.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.453125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.453125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.453125, "clip_score_dfn_public_prev_and_next_turn_min": 2.7890625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.7890625, "clip_score_dfn_public_prev_and_next_turn_max": 2.7890625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.328125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.328125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.03125, "im_height": { "jpg": 1652 }, "im_height_mean": 1652.0, "im_height_min": 1652, "im_height_max": 1652, "im_width": { "jpg": 1878 }, "im_width_mean": 1878.0, "im_width_min": 1878, "im_width_max": 1878, "im_ar": { "jpg": 1.1368 }, "im_ar_mean": 1.1368, "im_ar_min": 1.1368, "im_ar_max": 1.1368, "im_kilobytes": { "jpg": 9089.23 }, "im_kilobytes_mean": 9089.23, "im_kilobytes_min": 9089.23, "im_kilobytes_max": 9089.23, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 119.18 }, "im_clarity_mean": 119.18, "im_clarity_min": 119.18, "im_clarity_max": 119.18, "im_luma": { "jpg": 180.14 }, "im_luma_mean": 180.14, "im_luma_min": 180.14, "im_luma_max": 180.14, "im_saturation": { "jpg": 87.9 }, "im_saturation_mean": 87.9, "im_saturation_min": 87.9, "im_saturation_max": 87.9, "im_entropy": { "jpg": 1.22 }, "im_entropy_mean": 1.22, "im_entropy_min": 1.22, "im_entropy_max": 1.22, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999998429092, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.556111383122281e-10, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 1.0376875671401024e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8703958988189697, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.008572239428758621, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.007951930165290833, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9913314580917358, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.77503502368927, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995129108428955, "text_quality_nvidia_edu_nemotron4_score": 2.5390625, "text_quality_nvidia_edu_mixtral_score": 2.2578125, "text_quality_dclmbaseline_fasttext_score": 0.9883672595024109, "text_quality_dolma3_fasttext_score": 0.9877722263336182, "custom_fasttext_val_fasttext_score": 0.002461731433868408, "custom_fasttext_core_fasttext_score": 0.0002999305725097656, "custom_fasttext_val_clean_fasttext_score": 0.006450474262237549, "custom_fasttext_core_clean_fasttext_score": 0.0007693767547607422, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.7265625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.046875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.3203125, "within_sample_repetition_detection": 4.0 }, "139": { "detoxify": 1, "length_chars": 1105, "length_tokens": 2715, "length_tokens_text_only": 411, "length_tokens_trainable_only": 263, "length_images": 1, "iqa_live_mean": 0.3591248483368844, "iqa_live_min": 0.3591248483368844, "iqa_live_max": 0.3591248483368844, "iqa_csiq_mean": 0.506473958492279, "iqa_csiq_min": 0.506473958492279, "iqa_csiq_max": 0.506473958492279, "iqa_tid2013_mean": 0.3103670014275445, "iqa_tid2013_min": 0.3103670014275445, "iqa_tid2013_max": 0.3103670014275445, "iqa_kadid10k_mean": 0.3621826171875, "iqa_kadid10k_min": 0.3621826171875, "iqa_kadid10k_max": 0.3621826171875, "iqa_flive_mean": 0.603702121310764, "iqa_flive_min": 0.603702121310764, "iqa_flive_max": 0.603702121310764, "iqa_spaq_mean": 0.21690199110243058, "iqa_spaq_min": 0.21690199110243058, "iqa_spaq_max": 0.21690199110243058, "iqa_clive_mean": 0.28742260403103304, "iqa_clive_min": 0.28742260403103304, "iqa_clive_max": 0.28742260403103304, "iqa_koniq10k_mean": 0.6138842418940381, "iqa_koniq10k_min": 0.6138842418940381, "iqa_koniq10k_max": 0.6138842418940381, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 8.661059193616102e-18 }, { "lang": "fr", "score": 4.1252471432687526e-26 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8573517203330994 }, { "lang": "ru", "score": 0.006477228365838528 }, { "lang": "es", "score": 0.006087480578571558 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3591248483368844, "iqa_v2_live_min": 0.3591248483368844, "iqa_v2_live_max": 0.3591248483368844, "iqa_v2_csiq_mean": 0.506473958492279, "iqa_v2_csiq_min": 0.506473958492279, "iqa_v2_csiq_max": 0.506473958492279, "iqa_v2_tid2013_mean": 0.3103670014275445, "iqa_v2_tid2013_min": 0.3103670014275445, "iqa_v2_tid2013_max": 0.3103670014275445, "iqa_v2_kadid10k_mean": 0.3621826171875, "iqa_v2_kadid10k_min": 0.3621826171875, "iqa_v2_kadid10k_max": 0.3621826171875, "iqa_v2_flive_mean": 0.6036823927754104, "iqa_v2_flive_min": 0.6036823927754104, "iqa_v2_flive_max": 0.6036823927754104, "iqa_v2_spaq_mean": 0.21690199110243058, "iqa_v2_spaq_min": 0.21690199110243058, "iqa_v2_spaq_max": 0.21690199110243058, "iqa_v2_clive_mean": 0.28742260403103304, "iqa_v2_clive_min": 0.28742260403103304, "iqa_v2_clive_max": 0.28742260403103304, "iqa_v2_koniq10k_mean": 0.6138842418940381, "iqa_v2_koniq10k_min": 0.6138842418940381, "iqa_v2_koniq10k_max": 0.6138842418940381, "imdecont": { "jpg": 0.44927918910980225 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.44927918910980225, "imdecont_mean": 0.44927918910980225, "imdecont_min": 0.44927918910980225, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.171875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.171875, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.171875, "clip_score_dfn_public_prev_turn_only_min": 4.0390625, "clip_score_dfn_public_prev_turn_only_mean": 4.0390625, "clip_score_dfn_public_prev_turn_only_max": 4.0390625, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.796875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.796875, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.796875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.46875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.46875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.46875, "clip_score_clip_vitl14_224_next_turn_only_min": 22.84375, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.84375, "clip_score_clip_vitl14_224_next_turn_only_max": 22.84375, "clip_score_dfn_public_next_turn_only_min": 3.884765625, "clip_score_dfn_public_next_turn_only_mean": 3.884765625, "clip_score_dfn_public_next_turn_only_max": 3.884765625, "clip_score_siglip2_b16_224_next_turn_only_min": 0.375, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.375, "clip_score_siglip2_b16_224_next_turn_only_max": 0.375, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.46875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.46875, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.171875, "clip_score_dfn_public_prev_and_next_turn_min": 4.0390625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.0390625, "clip_score_dfn_public_prev_and_next_turn_max": 4.0390625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.796875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.796875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.6875, "im_height": { "jpg": 3170 }, "im_height_mean": 3170.0, "im_height_min": 3170, "im_height_max": 3170, "im_width": { "jpg": 1844 }, "im_width_mean": 1844.0, "im_width_min": 1844, "im_width_max": 1844, "im_ar": { "jpg": 0.5817 }, "im_ar_mean": 0.5817, "im_ar_min": 0.5817, "im_ar_max": 0.5817, "im_kilobytes": { "jpg": 17125.43 }, "im_kilobytes_mean": 17125.43, "im_kilobytes_min": 17125.43, "im_kilobytes_max": 17125.43, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 107.54 }, "im_clarity_mean": 107.54, "im_clarity_min": 107.54, "im_clarity_max": 107.54, "im_luma": { "jpg": 240.1 }, "im_luma_mean": 240.1, "im_luma_min": 240.1, "im_luma_max": 240.1, "im_saturation": { "jpg": 20.05 }, "im_saturation_mean": 20.05, "im_saturation_min": 20.05, "im_saturation_max": 20.05, "im_entropy": { "jpg": 1.16 }, "im_entropy_mean": 1.16, "im_entropy_min": 1.16, "im_entropy_max": 1.16, "unifilter_score_qwen2_5_1_5b": -0.951171875, "unifilter_score_qwen3_0_6b": -2.189453125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 8.661059193616102e-18, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 4.1252471432687526e-26, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8573517203330994, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006477228365838528, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.006087480578571558, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9932026863098145, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.4114457070827484, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997398257255554, "text_quality_nvidia_edu_nemotron4_score": 2.4453125, "text_quality_nvidia_edu_mixtral_score": 2.05078125, "text_quality_dclmbaseline_fasttext_score": 0.9955793023109436, "text_quality_dolma3_fasttext_score": 0.9996383190155029, "custom_fasttext_val_fasttext_score": 0.008734703063964844, "custom_fasttext_core_fasttext_score": 0.0005428194999694824, "custom_fasttext_val_clean_fasttext_score": 0.004320263862609863, "custom_fasttext_core_clean_fasttext_score": 0.002919793128967285, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.2890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.28125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0078125, "within_sample_repetition_detection": 8.0 }, "140": { "detoxify": 1, "length_chars": 1230, "length_tokens": 2803, "length_tokens_text_only": 499, "length_tokens_trainable_only": 353, "length_images": 1, "iqa_live_mean": 0.42304534141463457, "iqa_live_min": 0.42304534141463457, "iqa_live_max": 0.42304534141463457, "iqa_csiq_mean": 0.571476399898529, "iqa_csiq_min": 0.571476399898529, "iqa_csiq_max": 0.571476399898529, "iqa_tid2013_mean": 0.3589781125386556, "iqa_tid2013_min": 0.3589781125386556, "iqa_tid2013_max": 0.3589781125386556, "iqa_kadid10k_mean": 0.3927001953125, "iqa_kadid10k_min": 0.3927001953125, "iqa_kadid10k_max": 0.3927001953125, "iqa_flive_mean": 0.6234405209319761, "iqa_flive_min": 0.6234405209319761, "iqa_flive_max": 0.6234405209319761, "iqa_spaq_mean": 0.3306961830216225, "iqa_spaq_min": 0.3306961830216225, "iqa_spaq_max": 0.3306961830216225, "iqa_clive_mean": 0.3619964676673966, "iqa_clive_min": 0.3619964676673966, "iqa_clive_max": 0.3619964676673966, "iqa_koniq10k_mean": 0.6378741023516414, "iqa_koniq10k_min": 0.6378741023516414, "iqa_koniq10k_max": 0.6378741023516414, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 6.578512650990069e-24 }, { "lang": "tl", "score": 1.0178844665821348e-27 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8694783449172974 }, { "lang": "ko", "score": 0.005980590358376503 }, { "lang": "ru", "score": 0.005689509212970734 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.42304534141463457, "iqa_v2_live_min": 0.42304534141463457, "iqa_v2_live_max": 0.42304534141463457, "iqa_v2_csiq_mean": 0.571476399898529, "iqa_v2_csiq_min": 0.571476399898529, "iqa_v2_csiq_max": 0.571476399898529, "iqa_v2_tid2013_mean": 0.3589781125386556, "iqa_v2_tid2013_min": 0.3589781125386556, "iqa_v2_tid2013_max": 0.3589781125386556, "iqa_v2_kadid10k_mean": 0.3927001953125, "iqa_v2_kadid10k_min": 0.3927001953125, "iqa_v2_kadid10k_max": 0.3927001953125, "iqa_v2_flive_mean": 0.6234405209319761, "iqa_v2_flive_min": 0.6234405209319761, "iqa_v2_flive_max": 0.6234405209319761, "iqa_v2_spaq_mean": 0.3306961830216225, "iqa_v2_spaq_min": 0.3306961830216225, "iqa_v2_spaq_max": 0.3306961830216225, "iqa_v2_clive_mean": 0.3619964676673966, "iqa_v2_clive_min": 0.3619964676673966, "iqa_v2_clive_max": 0.3619964676673966, "iqa_v2_koniq10k_mean": 0.6378741023516414, "iqa_v2_koniq10k_min": 0.6378741023516414, "iqa_v2_koniq10k_max": 0.6378741023516414, "imdecont": { "jpg": 0.3942018747329712 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.3942018747329712, "imdecont_mean": 0.3942018747329712, "imdecont_min": 0.3942018747329712, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.265625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.265625, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.265625, "clip_score_dfn_public_prev_turn_only_min": 4.09765625, "clip_score_dfn_public_prev_turn_only_mean": 4.09765625, "clip_score_dfn_public_prev_turn_only_max": 4.09765625, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.03125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.03125, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.03125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.171875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.171875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.171875, "clip_score_clip_vitl14_224_next_turn_only_min": 28.484375, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.484375, "clip_score_clip_vitl14_224_next_turn_only_max": 28.484375, "clip_score_dfn_public_next_turn_only_min": 3.501953125, "clip_score_dfn_public_next_turn_only_mean": 3.501953125, "clip_score_dfn_public_next_turn_only_max": 3.501953125, "clip_score_siglip2_b16_224_next_turn_only_min": 1.15625, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.15625, "clip_score_siglip2_b16_224_next_turn_only_max": 1.15625, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.4375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.4375, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.265625, "clip_score_dfn_public_prev_and_next_turn_min": 4.09765625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.09765625, "clip_score_dfn_public_prev_and_next_turn_max": 4.09765625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.96875, "im_height": { "jpg": 2404 }, "im_height_mean": 2404.0, "im_height_min": 2404, "im_height_max": 2404, "im_width": { "jpg": 1168 }, "im_width_mean": 1168.0, "im_width_min": 1168, "im_width_max": 1168, "im_ar": { "jpg": 0.4859 }, "im_ar_mean": 0.4859, "im_ar_min": 0.4859, "im_ar_max": 0.4859, "im_kilobytes": { "jpg": 8226.19 }, "im_kilobytes_mean": 8226.19, "im_kilobytes_min": 8226.19, "im_kilobytes_max": 8226.19, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 257.58 }, "im_clarity_mean": 257.58, "im_clarity_min": 257.58, "im_clarity_max": 257.58, "im_luma": { "jpg": 232.07 }, "im_luma_mean": 232.07, "im_luma_min": 232.07, "im_luma_max": 232.07, "im_saturation": { "jpg": 31.96 }, "im_saturation_mean": 31.96, "im_saturation_min": 31.96, "im_saturation_max": 31.96, "im_entropy": { "jpg": 1.7 }, "im_entropy_mean": 1.7, "im_entropy_min": 1.7, "im_entropy_max": 1.7, "unifilter_score_qwen2_5_1_5b": 0.6923828125, "unifilter_score_qwen3_0_6b": -0.0173797607421875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 6.578512650990069e-24, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.0178844665821348e-27, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8694783449172974, "language_detection_annotation_nllb_1_lan": "ko", "language_detection_annotation_nllb_1_score": 0.005980590358376503, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.005689509212970734, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9815074801445007, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.9078357815742493, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996286630630493, "text_quality_nvidia_edu_nemotron4_score": 2.6640625, "text_quality_nvidia_edu_mixtral_score": 2.58203125, "text_quality_dclmbaseline_fasttext_score": 0.9991550445556641, "text_quality_dolma3_fasttext_score": 0.9968406558036804, "custom_fasttext_val_fasttext_score": 0.0011128783226013184, "custom_fasttext_core_fasttext_score": 7.808208465576172e-05, "custom_fasttext_val_clean_fasttext_score": 0.012282073497772217, "custom_fasttext_core_clean_fasttext_score": 0.002083420753479004, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.015625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.015625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 4.0 }, "147": { "detoxify": 1, "length_chars": 447, "length_tokens": 1480, "length_tokens_text_only": 200, "length_tokens_trainable_only": 98, "length_images": 1, "iqa_live_mean": 0.5437839777782709, "iqa_live_min": 0.5437839777782709, "iqa_live_max": 0.5437839777782709, "iqa_csiq_mean": 0.663029134273529, "iqa_csiq_min": 0.663029134273529, "iqa_csiq_max": 0.663029134273529, "iqa_tid2013_mean": 0.3814390500386556, "iqa_tid2013_min": 0.3814390500386556, "iqa_tid2013_max": 0.3814390500386556, "iqa_kadid10k_mean": 0.4898681640625, "iqa_kadid10k_min": 0.4898681640625, "iqa_kadid10k_max": 0.4898681640625, "iqa_flive_mean": 0.6900539205531881, "iqa_flive_min": 0.6900539205531881, "iqa_flive_max": 0.6900539205531881, "iqa_spaq_mean": 0.42570880928424876, "iqa_spaq_min": 0.42570880928424876, "iqa_spaq_max": 0.42570880928424876, "iqa_clive_mean": 0.4496306217078007, "iqa_clive_min": 0.4496306217078007, "iqa_clive_max": 0.4496306217078007, "iqa_koniq10k_mean": 0.6986379912405304, "iqa_koniq10k_min": 0.6986379912405304, "iqa_koniq10k_max": 0.6986379912405304, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999957167259 }, { "lang": "la", "score": 4.2818537840233965e-09 }, { "lang": "de", "score": 9.689189159484985e-13 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8609578013420105 }, { "lang": "ru", "score": 0.006311303935945034 }, { "lang": "es", "score": 0.006003885995596647 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5437642492429174, "iqa_v2_live_min": 0.5437642492429174, "iqa_v2_live_max": 0.5437642492429174, "iqa_v2_csiq_mean": 0.663029134273529, "iqa_v2_csiq_min": 0.663029134273529, "iqa_v2_csiq_max": 0.663029134273529, "iqa_v2_tid2013_mean": 0.38138479656643337, "iqa_v2_tid2013_min": 0.38138479656643337, "iqa_v2_tid2013_max": 0.38138479656643337, "iqa_v2_kadid10k_mean": 0.4898681640625, "iqa_v2_kadid10k_min": 0.4898681640625, "iqa_v2_kadid10k_max": 0.4898681640625, "iqa_v2_flive_mean": 0.6900144634824811, "iqa_v2_flive_min": 0.6900144634824811, "iqa_v2_flive_max": 0.6900144634824811, "iqa_v2_spaq_mean": 0.4256693522135417, "iqa_v2_spaq_min": 0.4256693522135417, "iqa_v2_spaq_max": 0.4256693522135417, "iqa_v2_clive_mean": 0.44949252196032596, "iqa_v2_clive_min": 0.44949252196032596, "iqa_v2_clive_max": 0.44949252196032596, "iqa_v2_koniq10k_mean": 0.6986379912405304, "iqa_v2_koniq10k_min": 0.6986379912405304, "iqa_v2_koniq10k_max": 0.6986379912405304, "imdecont": { "jpg": 0.5012274980545044 }, "imdecont_image_match": { "jpg": 206611 }, "imdecont_max": 0.5012274980545044, "imdecont_mean": 0.5012274980545044, "imdecont_min": 0.5012274980545044, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.15625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.15625, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.15625, "clip_score_dfn_public_prev_turn_only_min": 1.9736328125, "clip_score_dfn_public_prev_turn_only_mean": 1.9736328125, "clip_score_dfn_public_prev_turn_only_max": 1.9736328125, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.3125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.3125, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.3125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.828125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.828125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.828125, "clip_score_clip_vitl14_224_next_turn_only_min": 25.515625, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.515625, "clip_score_clip_vitl14_224_next_turn_only_max": 25.515625, "clip_score_dfn_public_next_turn_only_min": 2.0703125, "clip_score_dfn_public_next_turn_only_mean": 2.0703125, "clip_score_dfn_public_next_turn_only_max": 2.0703125, "clip_score_siglip2_b16_224_next_turn_only_min": 1.921875, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.921875, "clip_score_siglip2_b16_224_next_turn_only_max": 1.921875, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.75, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.75, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.75, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.90625, "clip_score_dfn_public_prev_and_next_turn_min": 2.365234375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.365234375, "clip_score_dfn_public_prev_and_next_turn_max": 2.365234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.234375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.234375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.234375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.75, "im_height": { "jpg": 2305 }, "im_height_mean": 2305.0, "im_height_min": 2305, "im_height_max": 2305, "im_width": { "jpg": 668 }, "im_width_mean": 668.0, "im_width_min": 668, "im_width_max": 668, "im_ar": { "jpg": 0.2898 }, "im_ar_mean": 0.2898, "im_ar_min": 0.2898, "im_ar_max": 0.2898, "im_kilobytes": { "jpg": 4510.96 }, "im_kilobytes_mean": 4510.96, "im_kilobytes_min": 4510.96, "im_kilobytes_max": 4510.96, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 217.15 }, "im_clarity_mean": 217.15, "im_clarity_min": 217.15, "im_clarity_max": 217.15, "im_luma": { "jpg": 209.78 }, "im_luma_mean": 209.78, "im_luma_min": 209.78, "im_luma_max": 209.78, "im_saturation": { "jpg": 52.34 }, "im_saturation_mean": 52.34, "im_saturation_min": 52.34, "im_saturation_max": 52.34, "im_entropy": { "jpg": 1.34 }, "im_entropy_mean": 1.34, "im_entropy_min": 1.34, "im_entropy_max": 1.34, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999957167259, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.2818537840233965e-09, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 9.689189159484985e-13, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8609578013420105, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006311303935945034, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.006003885995596647, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9930992126464844, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.4884921610355377, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996312856674194, "text_quality_nvidia_edu_nemotron4_score": 1.765625, "text_quality_nvidia_edu_mixtral_score": 1.515625, "text_quality_dclmbaseline_fasttext_score": 0.994449257850647, "text_quality_dolma3_fasttext_score": 0.9321534037590027, "custom_fasttext_val_fasttext_score": 0.0020661354064941406, "custom_fasttext_core_fasttext_score": 0.00010895729064941406, "custom_fasttext_val_clean_fasttext_score": 0.0016503334045410156, "custom_fasttext_core_clean_fasttext_score": 0.00015413761138916016, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.8828125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.2109375, "within_sample_repetition_detection": 7.0 }, "148": { "detoxify": 1, "length_chars": 274, "length_tokens": 1917, "length_tokens_text_only": 125, "length_tokens_trainable_only": 58, "length_images": 1, "iqa_live_mean": 0.4965341356065538, "iqa_live_min": 0.4965341356065538, "iqa_live_max": 0.4965341356065538, "iqa_csiq_mean": 0.612369954586029, "iqa_csiq_min": 0.612369954586029, "iqa_csiq_max": 0.612369954586029, "iqa_tid2013_mean": 0.3680926958719889, "iqa_tid2013_min": 0.3680926958719889, "iqa_tid2013_max": 0.3680926958719889, "iqa_kadid10k_mean": 0.50341796875, "iqa_kadid10k_min": 0.50341796875, "iqa_kadid10k_max": 0.50341796875, "iqa_flive_mean": 0.6250582608309659, "iqa_flive_min": 0.6250582608309659, "iqa_flive_max": 0.6250582608309659, "iqa_spaq_mean": 0.3642346931226326, "iqa_spaq_min": 0.3642346931226326, "iqa_spaq_max": 0.3642346931226326, "iqa_clive_mean": 0.5266508237280028, "iqa_clive_min": 0.5266508237280028, "iqa_clive_max": 0.5266508237280028, "iqa_koniq10k_mean": 0.6935874861900253, "iqa_koniq10k_min": 0.6935874861900253, "iqa_koniq10k_max": 0.6935874861900253, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999985095 }, { "lang": "la", "score": 1.4830974704302851e-12 }, { "lang": "tl", "score": 6.398107137137678e-15 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8908014893531799 }, { "lang": "es", "score": 0.005131477024406195 }, { "lang": "ru", "score": 0.0042073531076312065 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.4965341356065538, "iqa_v2_live_min": 0.4965341356065538, "iqa_v2_live_max": 0.4965341356065538, "iqa_v2_csiq_mean": 0.612247884273529, "iqa_v2_csiq_min": 0.612247884273529, "iqa_v2_csiq_max": 0.612247884273529, "iqa_v2_tid2013_mean": 0.3680926958719889, "iqa_v2_tid2013_min": 0.3680926958719889, "iqa_v2_tid2013_max": 0.3680926958719889, "iqa_v2_kadid10k_mean": 0.5035400390625, "iqa_v2_kadid10k_min": 0.5035400390625, "iqa_v2_kadid10k_max": 0.5035400390625, "iqa_v2_flive_mean": 0.6250681250986427, "iqa_v2_flive_min": 0.6250681250986427, "iqa_v2_flive_max": 0.6250681250986427, "iqa_v2_spaq_mean": 0.3641557789812185, "iqa_v2_spaq_min": 0.3641557789812185, "iqa_v2_spaq_max": 0.3641557789812185, "iqa_v2_clive_mean": 0.5266113666572957, "iqa_v2_clive_min": 0.5266113666572957, "iqa_v2_clive_max": 0.5266113666572957, "iqa_v2_koniq10k_mean": 0.6935874861900253, "iqa_v2_koniq10k_min": 0.6935874861900253, "iqa_v2_koniq10k_max": 0.6935874861900253, "imdecont": { "jpg": 0.5087922811508179 }, "imdecont_image_match": { "jpg": 256980 }, "imdecont_max": 0.5087922811508179, "imdecont_mean": 0.5087922811508179, "imdecont_min": 0.5087922811508179, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.59375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.59375, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.59375, "clip_score_dfn_public_prev_turn_only_min": 2.482421875, "clip_score_dfn_public_prev_turn_only_mean": 2.482421875, "clip_score_dfn_public_prev_turn_only_max": 2.482421875, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.515625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.515625, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.515625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.46875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.46875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.46875, "clip_score_clip_vitl14_224_next_turn_only_min": 31.171875, "clip_score_clip_vitl14_224_next_turn_only_mean": 31.171875, "clip_score_clip_vitl14_224_next_turn_only_max": 31.171875, "clip_score_dfn_public_next_turn_only_min": 3.275390625, "clip_score_dfn_public_next_turn_only_mean": 3.275390625, "clip_score_dfn_public_next_turn_only_max": 3.275390625, "clip_score_siglip2_b16_224_next_turn_only_min": 6.828125, "clip_score_siglip2_b16_224_next_turn_only_mean": 6.828125, "clip_score_siglip2_b16_224_next_turn_only_max": 6.828125, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.828125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.828125, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 31.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 31.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 31.8125, "clip_score_dfn_public_prev_and_next_turn_min": 3.3125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.3125, "clip_score_dfn_public_prev_and_next_turn_max": 3.3125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.234375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.234375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.234375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.015625, "im_height": { "jpg": 1746 }, "im_height_mean": 1746.0, "im_height_min": 1746, "im_height_max": 1746, "im_width": { "jpg": 1138 }, "im_width_mean": 1138.0, "im_width_min": 1138, "im_width_max": 1138, "im_ar": { "jpg": 0.6518 }, "im_ar_mean": 0.6518, "im_ar_min": 0.6518, "im_ar_max": 0.6518, "im_kilobytes": { "jpg": 5821.14 }, "im_kilobytes_mean": 5821.14, "im_kilobytes_min": 5821.14, "im_kilobytes_max": 5821.14, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 178.5 }, "im_clarity_mean": 178.5, "im_clarity_min": 178.5, "im_clarity_max": 178.5, "im_luma": { "jpg": 217.16 }, "im_luma_mean": 217.16, "im_luma_min": 217.16, "im_luma_max": 217.16, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 1.35 }, "im_entropy_mean": 1.35, "im_entropy_min": 1.35, "im_entropy_max": 1.35, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999985095, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.4830974704302851e-12, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 6.398107137137678e-15, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8908014893531799, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.005131477024406195, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.0042073531076312065, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9294950366020203, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6081124544143677, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9977789521217346, "text_quality_nvidia_edu_nemotron4_score": 2.2265625, "text_quality_nvidia_edu_mixtral_score": 2.01171875, "text_quality_dclmbaseline_fasttext_score": 0.9772354960441589, "text_quality_dolma3_fasttext_score": 0.9996304512023926, "custom_fasttext_val_fasttext_score": 0.0007617473602294922, "custom_fasttext_core_fasttext_score": 5.173683166503906e-05, "custom_fasttext_val_clean_fasttext_score": 0.000401914119720459, "custom_fasttext_core_clean_fasttext_score": 0.0006464123725891113, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.90625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.28125, "within_sample_repetition_detection": 4.0 }, "149": { "detoxify": 1, "length_chars": 1077, "length_tokens": 3735, "length_tokens_text_only": 407, "length_tokens_trainable_only": 299, "length_images": 1, "iqa_live_mean": 0.43117349798029114, "iqa_live_min": 0.43117349798029114, "iqa_live_max": 0.43117349798029114, "iqa_csiq_mean": 0.547611653804779, "iqa_csiq_min": 0.547611653804779, "iqa_csiq_max": 0.547611653804779, "iqa_tid2013_mean": 0.3104755083719889, "iqa_tid2013_min": 0.3104755083719889, "iqa_tid2013_max": 0.3104755083719889, "iqa_kadid10k_mean": 0.3892822265625, "iqa_kadid10k_min": 0.3892822265625, "iqa_kadid10k_max": 0.3892822265625, "iqa_flive_mean": 0.6174331819168245, "iqa_flive_min": 0.6174331819168245, "iqa_flive_max": 0.6174331819168245, "iqa_spaq_mean": 0.2794019911024306, "iqa_spaq_min": 0.2794019911024306, "iqa_spaq_max": 0.2794019911024306, "iqa_clive_mean": 0.3068354828189118, "iqa_clive_min": 0.3068354828189118, "iqa_clive_max": 0.3068354828189118, "iqa_koniq10k_mean": 0.650973849826389, "iqa_koniq10k_min": 0.650973849826389, "iqa_koniq10k_max": 0.650973849826389, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 6.483417955460185e-20 }, { "lang": "eo", "score": 2.302752548625089e-24 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8676535487174988 }, { "lang": "ru", "score": 0.006330886390060186 }, { "lang": "es", "score": 0.005716112442314625 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.43117349798029114, "iqa_v2_live_min": 0.43117349798029114, "iqa_v2_live_max": 0.43117349798029114, "iqa_v2_csiq_mean": 0.547611653804779, "iqa_v2_csiq_min": 0.547611653804779, "iqa_v2_csiq_max": 0.547611653804779, "iqa_v2_tid2013_mean": 0.3104755083719889, "iqa_v2_tid2013_min": 0.3104755083719889, "iqa_v2_tid2013_max": 0.3104755083719889, "iqa_v2_kadid10k_mean": 0.3892822265625, "iqa_v2_kadid10k_min": 0.3892822265625, "iqa_v2_kadid10k_max": 0.3892822265625, "iqa_v2_flive_mean": 0.6174331819168245, "iqa_v2_flive_min": 0.6174331819168245, "iqa_v2_flive_max": 0.6174331819168245, "iqa_v2_spaq_mean": 0.2794019911024306, "iqa_v2_spaq_min": 0.2794019911024306, "iqa_v2_spaq_max": 0.2794019911024306, "iqa_v2_clive_mean": 0.3068354828189118, "iqa_v2_clive_min": 0.3068354828189118, "iqa_v2_clive_max": 0.3068354828189118, "iqa_v2_koniq10k_mean": 0.650973849826389, "iqa_v2_koniq10k_min": 0.650973849826389, "iqa_v2_koniq10k_max": 0.650973849826389, "imdecont": { "jpg": 0.5330210328102112 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5330210328102112, "imdecont_mean": 0.5330210328102112, "imdecont_min": 0.5330210328102112, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.265625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.265625, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.265625, "clip_score_dfn_public_prev_turn_only_min": 3.595703125, "clip_score_dfn_public_prev_turn_only_mean": 3.595703125, "clip_score_dfn_public_prev_turn_only_max": 3.595703125, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.59375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.59375, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.59375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.40625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.40625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.40625, "clip_score_clip_vitl14_224_next_turn_only_min": 25.640625, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.640625, "clip_score_clip_vitl14_224_next_turn_only_max": 25.640625, "clip_score_dfn_public_next_turn_only_min": 6.03515625, "clip_score_dfn_public_next_turn_only_mean": 6.03515625, "clip_score_dfn_public_next_turn_only_max": 6.03515625, "clip_score_siglip2_b16_224_next_turn_only_min": 1.0, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.0, "clip_score_siglip2_b16_224_next_turn_only_max": 1.0, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.140625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.140625, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.140625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.609375, "clip_score_dfn_public_prev_and_next_turn_min": 3.943359375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.943359375, "clip_score_dfn_public_prev_and_next_turn_max": 3.943359375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.046875, "im_height": { "jpg": 3196 }, "im_height_mean": 3196.0, "im_height_min": 3196, "im_height_max": 3196, "im_width": { "jpg": 2476 }, "im_width_mean": 2476.0, "im_width_min": 2476, "im_width_max": 2476, "im_ar": { "jpg": 0.7747 }, "im_ar_mean": 0.7747, "im_ar_min": 0.7747, "im_ar_max": 0.7747, "im_kilobytes": { "jpg": 23183.48 }, "im_kilobytes_mean": 23183.48, "im_kilobytes_min": 23183.48, "im_kilobytes_max": 23183.48, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 157.05 }, "im_clarity_mean": 157.05, "im_clarity_min": 157.05, "im_clarity_max": 157.05, "im_luma": { "jpg": 233.34 }, "im_luma_mean": 233.34, "im_luma_min": 233.34, "im_luma_max": 233.34, "im_saturation": { "jpg": 52.49 }, "im_saturation_mean": 52.49, "im_saturation_min": 52.49, "im_saturation_max": 52.49, "im_entropy": { "jpg": 1.79 }, "im_entropy_mean": 1.79, "im_entropy_min": 1.79, "im_entropy_max": 1.79, "unifilter_score_qwen2_5_1_5b": -0.06500244140625, "unifilter_score_qwen3_0_6b": -1.263671875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 6.483417955460185e-20, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 2.302752548625089e-24, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8676535487174988, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006330886390060186, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.005716112442314625, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9939321875572205, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5290719270706177, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997760653495789, "text_quality_nvidia_edu_nemotron4_score": 2.2265625, "text_quality_nvidia_edu_mixtral_score": 1.9228515625, "text_quality_dclmbaseline_fasttext_score": 0.9995383024215698, "text_quality_dolma3_fasttext_score": 0.9998348355293274, "custom_fasttext_val_fasttext_score": 0.0011102557182312012, "custom_fasttext_core_fasttext_score": 2.6106834411621094e-05, "custom_fasttext_val_clean_fasttext_score": 0.0031648874282836914, "custom_fasttext_core_clean_fasttext_score": 0.0005640983581542969, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0234375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0078125, "within_sample_repetition_detection": 6.0 }, "151": { "detoxify": 1, "length_chars": 727, "length_tokens": 3626, "length_tokens_text_only": 298, "length_tokens_trainable_only": 191, "length_images": 1, "iqa_live_mean": 0.38761289191968507, "iqa_live_min": 0.38761289191968507, "iqa_live_max": 0.38761289191968507, "iqa_csiq_mean": 0.513981282711029, "iqa_csiq_min": 0.513981282711029, "iqa_csiq_max": 0.513981282711029, "iqa_tid2013_mean": 0.34791040420532227, "iqa_tid2013_min": 0.34791040420532227, "iqa_tid2013_max": 0.34791040420532227, "iqa_kadid10k_mean": 0.3714599609375, "iqa_kadid10k_min": 0.3714599609375, "iqa_kadid10k_max": 0.3714599609375, "iqa_flive_mean": 0.585611054391572, "iqa_flive_min": 0.585611054391572, "iqa_flive_max": 0.585611054391572, "iqa_spaq_mean": 0.2964474456478851, "iqa_spaq_min": 0.2964474456478851, "iqa_spaq_max": 0.2964474456478851, "iqa_clive_mean": 0.3586820737280027, "iqa_clive_min": 0.3586820737280027, "iqa_clive_max": 0.3586820737280027, "iqa_koniq10k_mean": 0.6579182942708334, "iqa_koniq10k_min": 0.6579182942708334, "iqa_koniq10k_max": 0.6579182942708334, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999893 }, { "lang": "la", "score": 1.069849219997489e-14 }, { "lang": "tl", "score": 8.971975151934888e-22 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.834579586982727 }, { "lang": "ru", "score": 0.009302109479904175 }, { "lang": "pt", "score": 0.006954663898795843 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.38761289191968507, "iqa_v2_live_min": 0.38761289191968507, "iqa_v2_live_max": 0.38761289191968507, "iqa_v2_csiq_mean": 0.513981282711029, "iqa_v2_csiq_min": 0.513981282711029, "iqa_v2_csiq_max": 0.513981282711029, "iqa_v2_tid2013_mean": 0.34791040420532227, "iqa_v2_tid2013_min": 0.34791040420532227, "iqa_v2_tid2013_max": 0.34791040420532227, "iqa_v2_kadid10k_mean": 0.3714599609375, "iqa_v2_kadid10k_min": 0.3714599609375, "iqa_v2_kadid10k_max": 0.3714599609375, "iqa_v2_flive_mean": 0.5856505114622791, "iqa_v2_flive_min": 0.5856505114622791, "iqa_v2_flive_max": 0.5856505114622791, "iqa_v2_spaq_mean": 0.2964474456478851, "iqa_v2_spaq_min": 0.2964474456478851, "iqa_v2_spaq_max": 0.2964474456478851, "iqa_v2_clive_mean": 0.3586820737280027, "iqa_v2_clive_min": 0.3586820737280027, "iqa_v2_clive_max": 0.3586820737280027, "iqa_v2_koniq10k_mean": 0.6579182942708334, "iqa_v2_koniq10k_min": 0.6579182942708334, "iqa_v2_koniq10k_max": 0.6579182942708334, "imdecont": { "jpg": 0.42009544372558594 }, "imdecont_image_match": { "jpg": 204332 }, "imdecont_max": 0.42009544372558594, "imdecont_mean": 0.42009544372558594, "imdecont_min": 0.42009544372558594, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.25, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.25, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.25, "clip_score_dfn_public_prev_turn_only_min": 3.197265625, "clip_score_dfn_public_prev_turn_only_mean": 3.197265625, "clip_score_dfn_public_prev_turn_only_max": 3.197265625, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.734375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.734375, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.734375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.734375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.734375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.734375, "clip_score_clip_vitl14_224_next_turn_only_min": 25.6875, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.6875, "clip_score_clip_vitl14_224_next_turn_only_max": 25.6875, "clip_score_dfn_public_next_turn_only_min": 3.5, "clip_score_dfn_public_next_turn_only_mean": 3.5, "clip_score_dfn_public_next_turn_only_max": 3.5, "clip_score_siglip2_b16_224_next_turn_only_min": 3.6875, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.6875, "clip_score_siglip2_b16_224_next_turn_only_max": 3.6875, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.703125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.703125, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.171875, "clip_score_dfn_public_prev_and_next_turn_min": 4.20703125, "clip_score_dfn_public_prev_and_next_turn_mean": 4.20703125, "clip_score_dfn_public_prev_and_next_turn_max": 4.20703125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.609375, "im_height": { "jpg": 2340 }, "im_height_mean": 2340.0, "im_height_min": 2340, "im_height_max": 2340, "im_width": { "jpg": 2838 }, "im_width_mean": 2838.0, "im_width_min": 2838, "im_width_max": 2838, "im_ar": { "jpg": 1.2128 }, "im_ar_mean": 1.2128, "im_ar_min": 1.2128, "im_ar_max": 1.2128, "im_kilobytes": { "jpg": 19455.82 }, "im_kilobytes_mean": 19455.82, "im_kilobytes_min": 19455.82, "im_kilobytes_max": 19455.82, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 66.96 }, "im_clarity_mean": 66.96, "im_clarity_min": 66.96, "im_clarity_max": 66.96, "im_luma": { "jpg": 227.2 }, "im_luma_mean": 227.2, "im_luma_min": 227.2, "im_luma_max": 227.2, "im_saturation": { "jpg": 33.51 }, "im_saturation_mean": 33.51, "im_saturation_min": 33.51, "im_saturation_max": 33.51, "im_entropy": { "jpg": 1.37 }, "im_entropy_mean": 1.37, "im_entropy_min": 1.37, "im_entropy_max": 1.37, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999893, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.069849219997489e-14, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 8.971975151934888e-22, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.834579586982727, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.009302109479904175, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.006954663898795843, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.993273138999939, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.6648691892623901, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996858835220337, "text_quality_nvidia_edu_nemotron4_score": 1.9267578125, "text_quality_nvidia_edu_mixtral_score": 2.001953125, "text_quality_dclmbaseline_fasttext_score": 0.9868285655975342, "text_quality_dolma3_fasttext_score": 0.9929072856903076, "custom_fasttext_val_fasttext_score": 0.0020774006843566895, "custom_fasttext_core_fasttext_score": 0.00010025501251220703, "custom_fasttext_val_clean_fasttext_score": 0.002315342426300049, "custom_fasttext_core_clean_fasttext_score": 0.0005547404289245605, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.578125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.578125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 6.0 }, "144": { "detoxify": 1, "length_chars": 1297, "length_tokens": 2816, "length_tokens_text_only": 512, "length_tokens_trainable_only": 392, "length_images": 1, "iqa_live_mean": 0.5349949152782709, "iqa_live_min": 0.5349949152782709, "iqa_live_max": 0.5349949152782709, "iqa_csiq_mean": 0.653629720211029, "iqa_csiq_min": 0.653629720211029, "iqa_csiq_max": 0.653629720211029, "iqa_tid2013_mean": 0.4053648312886556, "iqa_tid2013_min": 0.4053648312886556, "iqa_tid2013_max": 0.4053648312886556, "iqa_kadid10k_mean": 0.4765625, "iqa_kadid10k_min": 0.4765625, "iqa_kadid10k_max": 0.4765625, "iqa_flive_mean": 0.6721404104521781, "iqa_flive_min": 0.6721404104521781, "iqa_flive_max": 0.6721404104521781, "iqa_spaq_mean": 0.4418072941327336, "iqa_spaq_min": 0.4418072941327336, "iqa_spaq_max": 0.4418072941327336, "iqa_clive_mean": 0.4151451419098209, "iqa_clive_min": 0.4151451419098209, "iqa_clive_max": 0.4151451419098209, "iqa_koniq10k_mean": 0.6512895063920455, "iqa_koniq10k_min": 0.6512895063920455, "iqa_koniq10k_max": 0.6512895063920455, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 4.487068496993985e-19 }, { "lang": "eo", "score": 5.288782581657829e-26 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8603317737579346 }, { "lang": "ru", "score": 0.006719969213008881 }, { "lang": "ko", "score": 0.005166163202375174 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5349949152782709, "iqa_v2_live_min": 0.5349949152782709, "iqa_v2_live_max": 0.5349949152782709, "iqa_v2_csiq_mean": 0.653629720211029, "iqa_v2_csiq_min": 0.653629720211029, "iqa_v2_csiq_max": 0.653629720211029, "iqa_v2_tid2013_mean": 0.4053648312886556, "iqa_v2_tid2013_min": 0.4053648312886556, "iqa_v2_tid2013_max": 0.4053648312886556, "iqa_v2_kadid10k_mean": 0.4765625, "iqa_v2_kadid10k_min": 0.4765625, "iqa_v2_kadid10k_max": 0.4765625, "iqa_v2_flive_mean": 0.6721798675228852, "iqa_v2_flive_min": 0.6721798675228852, "iqa_v2_flive_max": 0.6721798675228852, "iqa_v2_spaq_mean": 0.4417283799913195, "iqa_v2_spaq_min": 0.4417283799913195, "iqa_v2_spaq_max": 0.4417283799913195, "iqa_v2_clive_mean": 0.4151451419098209, "iqa_v2_clive_min": 0.4151451419098209, "iqa_v2_clive_max": 0.4151451419098209, "iqa_v2_koniq10k_mean": 0.6512895063920455, "iqa_v2_koniq10k_min": 0.6512895063920455, "iqa_v2_koniq10k_max": 0.6512895063920455, "imdecont": { "jpg": 0.5191521048545837 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.5191521048545837, "imdecont_mean": 0.5191521048545837, "imdecont_min": 0.5191521048545837, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.515625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.515625, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.515625, "clip_score_dfn_public_prev_turn_only_min": 3.955078125, "clip_score_dfn_public_prev_turn_only_mean": 3.955078125, "clip_score_dfn_public_prev_turn_only_max": 3.955078125, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.84375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.84375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.84375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.6875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.6875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.6875, "clip_score_clip_vitl14_224_next_turn_only_min": 26.515625, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.515625, "clip_score_clip_vitl14_224_next_turn_only_max": 26.515625, "clip_score_dfn_public_next_turn_only_min": 4.30078125, "clip_score_dfn_public_next_turn_only_mean": 4.30078125, "clip_score_dfn_public_next_turn_only_max": 4.30078125, "clip_score_siglip2_b16_224_next_turn_only_min": 3.859375, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.859375, "clip_score_siglip2_b16_224_next_turn_only_max": 3.859375, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.25, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.25, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.25, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.515625, "clip_score_dfn_public_prev_and_next_turn_min": 3.955078125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.955078125, "clip_score_dfn_public_prev_and_next_turn_max": 3.955078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.9375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.9375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.609375, "im_height": { "jpg": 2632 }, "im_height_mean": 2632.0, "im_height_min": 2632, "im_height_max": 2632, "im_width": { "jpg": 1272 }, "im_width_mean": 1272.0, "im_width_min": 1272, "im_width_max": 1272, "im_ar": { "jpg": 0.4833 }, "im_ar_mean": 0.4833, "im_ar_min": 0.4833, "im_ar_max": 0.4833, "im_kilobytes": { "jpg": 9808.31 }, "im_kilobytes_mean": 9808.31, "im_kilobytes_min": 9808.31, "im_kilobytes_max": 9808.31, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 243.14 }, "im_clarity_mean": 243.14, "im_clarity_min": 243.14, "im_clarity_max": 243.14, "im_luma": { "jpg": 214.09 }, "im_luma_mean": 214.09, "im_luma_min": 214.09, "im_luma_max": 214.09, "im_saturation": { "jpg": 62.88 }, "im_saturation_mean": 62.88, "im_saturation_min": 62.88, "im_saturation_max": 62.88, "im_entropy": { "jpg": 2.19 }, "im_entropy_mean": 2.19, "im_entropy_min": 2.19, "im_entropy_max": 2.19, "unifilter_score_qwen2_5_1_5b": -1.0146484375, "unifilter_score_qwen3_0_6b": 1.6640625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.487068496993985e-19, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 5.288782581657829e-26, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8603317737579346, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006719969213008881, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.005166163202375174, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9899343848228455, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8081360459327698, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997184872627258, "text_quality_nvidia_edu_nemotron4_score": 2.279296875, "text_quality_nvidia_edu_mixtral_score": 2.306640625, "text_quality_dclmbaseline_fasttext_score": 0.9997275471687317, "text_quality_dolma3_fasttext_score": 0.9998610019683838, "custom_fasttext_val_fasttext_score": 0.0024565458297729492, "custom_fasttext_core_fasttext_score": 0.00012624263763427734, "custom_fasttext_val_clean_fasttext_score": 0.003163933753967285, "custom_fasttext_core_clean_fasttext_score": 0.00031256675720214844, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.921875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0078125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0859375, "within_sample_repetition_detection": 6.0 }, "153": { "detoxify": 1, "length_chars": 858, "length_tokens": 2162, "length_tokens_text_only": 370, "length_tokens_trainable_only": 255, "length_images": 1, "iqa_live_mean": 0.45429534141463457, "iqa_live_min": 0.45429534141463457, "iqa_live_max": 0.45429534141463457, "iqa_csiq_mean": 0.565006673336029, "iqa_csiq_min": 0.565006673336029, "iqa_csiq_max": 0.565006673336029, "iqa_tid2013_mean": 0.36668210559421116, "iqa_tid2013_min": 0.36668210559421116, "iqa_tid2013_max": 0.36668210559421116, "iqa_kadid10k_mean": 0.3856201171875, "iqa_kadid10k_min": 0.3856201171875, "iqa_kadid10k_max": 0.3856201171875, "iqa_flive_mean": 0.6466610070430872, "iqa_flive_min": 0.6466610070430872, "iqa_flive_max": 0.6466610070430872, "iqa_spaq_mean": 0.3120724456478851, "iqa_spaq_min": 0.3120724456478851, "iqa_spaq_max": 0.3120724456478851, "iqa_clive_mean": 0.33035189696032596, "iqa_clive_min": 0.33035189696032596, "iqa_clive_max": 0.33035189696032596, "iqa_koniq10k_mean": 0.6594965770991162, "iqa_koniq10k_min": 0.6594965770991162, "iqa_koniq10k_max": 0.6594965770991162, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999916 }, { "lang": "la", "score": 8.39874757458267e-15 }, { "lang": "eo", "score": 9.653444811181729e-22 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8252154588699341 }, { "lang": "ru", "score": 0.007672232110053301 }, { "lang": "ja", "score": 0.005793434102088213 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.45429534141463457, "iqa_v2_live_min": 0.45429534141463457, "iqa_v2_live_max": 0.45429534141463457, "iqa_v2_csiq_mean": 0.565006673336029, "iqa_v2_csiq_min": 0.565006673336029, "iqa_v2_csiq_max": 0.565006673336029, "iqa_v2_tid2013_mean": 0.36668210559421116, "iqa_v2_tid2013_min": 0.36668210559421116, "iqa_v2_tid2013_max": 0.36668210559421116, "iqa_v2_kadid10k_mean": 0.3856201171875, "iqa_v2_kadid10k_min": 0.3856201171875, "iqa_v2_kadid10k_max": 0.3856201171875, "iqa_v2_flive_mean": 0.6466610070430872, "iqa_v2_flive_min": 0.6466610070430872, "iqa_v2_flive_max": 0.6466610070430872, "iqa_v2_spaq_mean": 0.3120724456478851, "iqa_v2_spaq_min": 0.3120724456478851, "iqa_v2_spaq_max": 0.3120724456478851, "iqa_v2_clive_mean": 0.33035189696032596, "iqa_v2_clive_min": 0.33035189696032596, "iqa_v2_clive_max": 0.33035189696032596, "iqa_v2_koniq10k_mean": 0.6594965770991162, "iqa_v2_koniq10k_min": 0.6594965770991162, "iqa_v2_koniq10k_max": 0.6594965770991162, "imdecont": { "jpg": 0.5423827767372131 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.5423827767372131, "imdecont_mean": 0.5423827767372131, "imdecont_min": 0.5423827767372131, "clip_score_clip_vitl14_224_prev_turn_only_min": 33.28125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 33.28125, "clip_score_clip_vitl14_224_prev_turn_only_max": 33.28125, "clip_score_dfn_public_prev_turn_only_min": 3.919921875, "clip_score_dfn_public_prev_turn_only_mean": 3.919921875, "clip_score_dfn_public_prev_turn_only_max": 3.919921875, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.71875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.71875, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.71875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.6875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.6875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.6875, "clip_score_clip_vitl14_224_next_turn_only_min": 26.53125, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.53125, "clip_score_clip_vitl14_224_next_turn_only_max": 26.53125, "clip_score_dfn_public_next_turn_only_min": 2.89453125, "clip_score_dfn_public_next_turn_only_mean": 2.89453125, "clip_score_dfn_public_next_turn_only_max": 2.89453125, "clip_score_siglip2_b16_224_next_turn_only_min": 3.890625, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.890625, "clip_score_siglip2_b16_224_next_turn_only_max": 3.890625, "clip_score_longclip_vitl14_224_next_turn_only_min": 27.265625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 27.265625, "clip_score_longclip_vitl14_224_next_turn_only_max": 27.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 33.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 33.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 33.3125, "clip_score_dfn_public_prev_and_next_turn_min": 4.6328125, "clip_score_dfn_public_prev_and_next_turn_mean": 4.6328125, "clip_score_dfn_public_prev_and_next_turn_max": 4.6328125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 5.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 5.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 5.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.25, "im_height": { "jpg": 2612 }, "im_height_mean": 2612.0, "im_height_min": 2612, "im_height_max": 2612, "im_width": { "jpg": 1842 }, "im_width_mean": 1842.0, "im_width_min": 1842, "im_width_max": 1842, "im_ar": { "jpg": 0.7052 }, "im_ar_mean": 0.7052, "im_ar_min": 0.7052, "im_ar_max": 0.7052, "im_kilobytes": { "jpg": 14095.62 }, "im_kilobytes_mean": 14095.62, "im_kilobytes_min": 14095.62, "im_kilobytes_max": 14095.62, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 188.06 }, "im_clarity_mean": 188.06, "im_clarity_min": 188.06, "im_clarity_max": 188.06, "im_luma": { "jpg": 242.73 }, "im_luma_mean": 242.73, "im_luma_min": 242.73, "im_luma_max": 242.73, "im_saturation": { "jpg": 75.22 }, "im_saturation_mean": 75.22, "im_saturation_min": 75.22, "im_saturation_max": 75.22, "im_entropy": { "jpg": 1.66 }, "im_entropy_mean": 1.66, "im_entropy_min": 1.66, "im_entropy_max": 1.66, "unifilter_score_qwen2_5_1_5b": -0.4345703125, "unifilter_score_qwen3_0_6b": 1.20703125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999916, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 8.39874757458267e-15, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 9.653444811181729e-22, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8252154588699341, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007672232110053301, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.005793434102088213, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9922411441802979, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7938779592514038, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996594190597534, "text_quality_nvidia_edu_nemotron4_score": 2.453125, "text_quality_nvidia_edu_mixtral_score": 2.548828125, "text_quality_dclmbaseline_fasttext_score": 0.999417781829834, "text_quality_dolma3_fasttext_score": 0.9999113082885742, "custom_fasttext_val_fasttext_score": 0.0009524822235107422, "custom_fasttext_core_fasttext_score": 4.601478576660156e-05, "custom_fasttext_val_clean_fasttext_score": 0.000998079776763916, "custom_fasttext_core_clean_fasttext_score": 0.00021594762802124023, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.2890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.3203125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.03125, "within_sample_repetition_detection": 6.0 }, "152": { "detoxify": 1, "length_chars": 970, "length_tokens": 3010, "length_tokens_text_only": 450, "length_tokens_trainable_only": 315, "length_images": 1, "iqa_live_mean": 0.4529932580813012, "iqa_live_min": 0.4529932580813012, "iqa_live_max": 0.4529932580813012, "iqa_csiq_mean": 0.602238118648529, "iqa_csiq_min": 0.602238118648529, "iqa_csiq_max": 0.602238118648529, "iqa_tid2013_mean": 0.31177759170532227, "iqa_tid2013_min": 0.31177759170532227, "iqa_tid2013_max": 0.31177759170532227, "iqa_kadid10k_mean": 0.3675537109375, "iqa_kadid10k_min": 0.3675537109375, "iqa_kadid10k_max": 0.3675537109375, "iqa_flive_mean": 0.6647422096946023, "iqa_flive_min": 0.6647422096946023, "iqa_flive_max": 0.6647422096946023, "iqa_spaq_mean": 0.39674731938525887, "iqa_spaq_min": 0.39674731938525887, "iqa_spaq_max": 0.39674731938525887, "iqa_clive_mean": 0.39214166968759867, "iqa_clive_min": 0.39214166968759867, "iqa_clive_max": 0.39214166968759867, "iqa_koniq10k_mean": 0.6214599994697957, "iqa_koniq10k_min": 0.6214599994697957, "iqa_koniq10k_max": 0.6214599994697957, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.999999999999999 }, { "lang": "la", "score": 9.247994131954764e-16 }, { "lang": "tl", "score": 4.4336679437454225e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8189198970794678 }, { "lang": "ru", "score": 0.008336233906447887 }, { "lang": "vi", "score": 0.006235434673726559 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4529932580813012, "iqa_v2_live_min": 0.4529932580813012, "iqa_v2_live_max": 0.4529932580813012, "iqa_v2_csiq_mean": 0.602238118648529, "iqa_v2_csiq_min": 0.602238118648529, "iqa_v2_csiq_max": 0.602238118648529, "iqa_v2_tid2013_mean": 0.31177759170532227, "iqa_v2_tid2013_min": 0.31177759170532227, "iqa_v2_tid2013_max": 0.31177759170532227, "iqa_v2_kadid10k_mean": 0.3675537109375, "iqa_v2_kadid10k_min": 0.3675537109375, "iqa_v2_kadid10k_max": 0.3675537109375, "iqa_v2_flive_mean": 0.6647422096946023, "iqa_v2_flive_min": 0.6647422096946023, "iqa_v2_flive_max": 0.6647422096946023, "iqa_v2_spaq_mean": 0.39674731938525887, "iqa_v2_spaq_min": 0.39674731938525887, "iqa_v2_spaq_max": 0.39674731938525887, "iqa_v2_clive_mean": 0.39214166968759867, "iqa_v2_clive_min": 0.39214166968759867, "iqa_v2_clive_max": 0.39214166968759867, "iqa_v2_koniq10k_mean": 0.6214599994697957, "iqa_v2_koniq10k_min": 0.6214599994697957, "iqa_v2_koniq10k_max": 0.6214599994697957, "imdecont": { "jpg": 0.5042961835861206 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5042961835861206, "imdecont_mean": 0.5042961835861206, "imdecont_min": 0.5042961835861206, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.484375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.484375, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.484375, "clip_score_dfn_public_prev_turn_only_min": 4.41796875, "clip_score_dfn_public_prev_turn_only_mean": 4.41796875, "clip_score_dfn_public_prev_turn_only_max": 4.41796875, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.71875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.71875, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.71875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.03125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.03125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.03125, "clip_score_clip_vitl14_224_next_turn_only_min": 28.0, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.0, "clip_score_clip_vitl14_224_next_turn_only_max": 28.0, "clip_score_dfn_public_next_turn_only_min": 2.072265625, "clip_score_dfn_public_next_turn_only_mean": 2.072265625, "clip_score_dfn_public_next_turn_only_max": 2.072265625, "clip_score_siglip2_b16_224_next_turn_only_min": 2.6875, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.6875, "clip_score_siglip2_b16_224_next_turn_only_max": 2.6875, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.03125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.03125, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.484375, "clip_score_dfn_public_prev_and_next_turn_min": 4.41796875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.41796875, "clip_score_dfn_public_prev_and_next_turn_max": 4.41796875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.71875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.71875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.71875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.5625, "im_height": { "jpg": 1776 }, "im_height_mean": 1776.0, "im_height_min": 1776, "im_height_max": 1776, "im_width": { "jpg": 1565 }, "im_width_mean": 1565.0, "im_width_min": 1565, "im_width_max": 1565, "im_ar": { "jpg": 0.8812 }, "im_ar_mean": 0.8812, "im_ar_min": 0.8812, "im_ar_max": 0.8812, "im_kilobytes": { "jpg": 8142.89 }, "im_kilobytes_mean": 8142.89, "im_kilobytes_min": 8142.89, "im_kilobytes_max": 8142.89, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 287.17 }, "im_clarity_mean": 287.17, "im_clarity_min": 287.17, "im_clarity_max": 287.17, "im_luma": { "jpg": 235.37 }, "im_luma_mean": 235.37, "im_luma_min": 235.37, "im_luma_max": 235.37, "im_saturation": { "jpg": 43.2 }, "im_saturation_mean": 43.2, "im_saturation_min": 43.2, "im_saturation_max": 43.2, "im_entropy": { "jpg": 2.07 }, "im_entropy_mean": 2.07, "im_entropy_min": 2.07, "im_entropy_max": 2.07, "unifilter_score_qwen2_5_1_5b": -1.419921875, "unifilter_score_qwen3_0_6b": 1.138671875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.999999999999999, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 9.247994131954764e-16, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 4.4336679437454225e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8189198970794678, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.008336233906447887, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.006235434673726559, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9932315349578857, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.4114689826965332, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997604489326477, "text_quality_nvidia_edu_nemotron4_score": 2.142578125, "text_quality_nvidia_edu_mixtral_score": 2.095703125, "text_quality_dclmbaseline_fasttext_score": 0.9999946355819702, "text_quality_dolma3_fasttext_score": 0.9999747276306152, "custom_fasttext_val_fasttext_score": 0.0016337037086486816, "custom_fasttext_core_fasttext_score": 7.128715515136719e-05, "custom_fasttext_val_clean_fasttext_score": 0.0047411322593688965, "custom_fasttext_core_clean_fasttext_score": 0.0005677938461303711, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.0859375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.2109375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.125, "within_sample_repetition_detection": 7.0 }, "159": { "detoxify": 1, "length_chars": 939, "length_tokens": 2929, "length_tokens_text_only": 369, "length_tokens_trainable_only": 237, "length_images": 1, "iqa_live_mean": 0.3360819190439551, "iqa_live_min": 0.3360819190439551, "iqa_live_max": 0.3360819190439551, "iqa_csiq_mean": 0.47006648778915405, "iqa_csiq_min": 0.47006648778915405, "iqa_csiq_max": 0.47006648778915405, "iqa_tid2013_mean": 0.2532923486497667, "iqa_tid2013_min": 0.2532923486497667, "iqa_tid2013_max": 0.2532923486497667, "iqa_kadid10k_mean": 0.2322998046875, "iqa_kadid10k_min": 0.2322998046875, "iqa_kadid10k_max": 0.2322998046875, "iqa_flive_mean": 0.5865185670178347, "iqa_flive_min": 0.5865185670178347, "iqa_flive_max": 0.5865185670178347, "iqa_spaq_mean": 0.20711663756707704, "iqa_spaq_min": 0.20711663756707704, "iqa_spaq_max": 0.20711663756707704, "iqa_clive_mean": 0.28552866463709364, "iqa_clive_min": 0.28552866463709364, "iqa_clive_max": 0.28552866463709364, "iqa_koniq10k_mean": 0.5815294439142401, "iqa_koniq10k_min": 0.5815294439142401, "iqa_koniq10k_max": 0.5815294439142401, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 4.28491744418668e-23 }, { "lang": "tl", "score": 5.079359046604686e-30 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8873113989830017 }, { "lang": "es", "score": 0.005121601279824972 }, { "lang": "ru", "score": 0.004474010318517685 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3360819190439551, "iqa_v2_live_min": 0.3360819190439551, "iqa_v2_live_max": 0.3360819190439551, "iqa_v2_csiq_mean": 0.47006648778915405, "iqa_v2_csiq_min": 0.47006648778915405, "iqa_v2_csiq_max": 0.47006648778915405, "iqa_v2_tid2013_mean": 0.2532923486497667, "iqa_v2_tid2013_min": 0.2532923486497667, "iqa_v2_tid2013_max": 0.2532923486497667, "iqa_v2_kadid10k_mean": 0.2322998046875, "iqa_v2_kadid10k_min": 0.2322998046875, "iqa_v2_kadid10k_max": 0.2322998046875, "iqa_v2_flive_mean": 0.5865185670178347, "iqa_v2_flive_min": 0.5865185670178347, "iqa_v2_flive_max": 0.5865185670178347, "iqa_v2_spaq_mean": 0.20711663756707704, "iqa_v2_spaq_min": 0.20711663756707704, "iqa_v2_spaq_max": 0.20711663756707704, "iqa_v2_clive_mean": 0.28552866463709364, "iqa_v2_clive_min": 0.28552866463709364, "iqa_v2_clive_max": 0.28552866463709364, "iqa_v2_koniq10k_mean": 0.5815294439142401, "iqa_v2_koniq10k_min": 0.5815294439142401, "iqa_v2_koniq10k_max": 0.5815294439142401, "imdecont": { "jpg": 0.46437668800354004 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.46437668800354004, "imdecont_mean": 0.46437668800354004, "imdecont_min": 0.46437668800354004, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.125, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.125, "clip_score_dfn_public_prev_turn_only_min": 3.048828125, "clip_score_dfn_public_prev_turn_only_mean": 3.048828125, "clip_score_dfn_public_prev_turn_only_max": 3.048828125, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.953125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.953125, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.953125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.6875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.6875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.6875, "clip_score_clip_vitl14_224_next_turn_only_min": 26.125, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.125, "clip_score_clip_vitl14_224_next_turn_only_max": 26.125, "clip_score_dfn_public_next_turn_only_min": 3.578125, "clip_score_dfn_public_next_turn_only_mean": 3.578125, "clip_score_dfn_public_next_turn_only_max": 3.578125, "clip_score_siglip2_b16_224_next_turn_only_min": -0.65625, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.65625, "clip_score_siglip2_b16_224_next_turn_only_max": -0.65625, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.4375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.4375, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.125, "clip_score_dfn_public_prev_and_next_turn_min": 3.048828125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.048828125, "clip_score_dfn_public_prev_and_next_turn_max": 3.048828125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.953125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.953125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.609375, "im_height": { "jpg": 2872 }, "im_height_mean": 2872.0, "im_height_min": 2872, "im_height_max": 2872, "im_width": { "jpg": 3171 }, "im_width_mean": 3171.0, "im_width_min": 3171, "im_width_max": 3171, "im_ar": { "jpg": 1.1041 }, "im_ar_mean": 1.1041, "im_ar_min": 1.1041, "im_ar_max": 1.1041, "im_kilobytes": { "jpg": 26680.99 }, "im_kilobytes_mean": 26680.99, "im_kilobytes_min": 26680.99, "im_kilobytes_max": 26680.99, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 103.81 }, "im_clarity_mean": 103.81, "im_clarity_min": 103.81, "im_clarity_max": 103.81, "im_luma": { "jpg": 209.63 }, "im_luma_mean": 209.63, "im_luma_min": 209.63, "im_luma_max": 209.63, "im_saturation": { "jpg": 56.94 }, "im_saturation_mean": 56.94, "im_saturation_min": 56.94, "im_saturation_max": 56.94, "im_entropy": { "jpg": 1.51 }, "im_entropy_mean": 1.51, "im_entropy_min": 1.51, "im_entropy_max": 1.51, "unifilter_score_qwen2_5_1_5b": -1.4228515625, "unifilter_score_qwen3_0_6b": 1.5283203125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.28491744418668e-23, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 5.079359046604686e-30, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8873113989830017, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.005121601279824972, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.004474010318517685, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9938313961029053, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.4360274374485016, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997686743736267, "text_quality_nvidia_edu_nemotron4_score": 2.400390625, "text_quality_nvidia_edu_mixtral_score": 2.376953125, "text_quality_dclmbaseline_fasttext_score": 0.999228835105896, "text_quality_dolma3_fasttext_score": 0.9999966621398926, "custom_fasttext_val_fasttext_score": 0.0008202791213989258, "custom_fasttext_core_fasttext_score": 1.3589859008789062e-05, "custom_fasttext_val_clean_fasttext_score": 0.0030685067176818848, "custom_fasttext_core_clean_fasttext_score": 0.0001176595687866211, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.171875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.1796875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0078125, "within_sample_repetition_detection": 6.0 }, "155": { "detoxify": 1, "length_chars": 1242, "length_tokens": 3022, "length_tokens_text_only": 462, "length_tokens_trainable_only": 315, "length_images": 1, "iqa_live_mean": 0.5171849799878669, "iqa_live_min": 0.5171849799878669, "iqa_live_max": 0.5171849799878669, "iqa_csiq_mean": 0.665592610836029, "iqa_csiq_min": 0.665592610836029, "iqa_csiq_max": 0.665592610836029, "iqa_tid2013_mean": 0.4278257687886556, "iqa_tid2013_min": 0.4278257687886556, "iqa_tid2013_max": 0.4278257687886556, "iqa_kadid10k_mean": 0.47314453125, "iqa_kadid10k_min": 0.47314453125, "iqa_kadid10k_max": 0.47314453125, "iqa_flive_mean": 0.6863844129774306, "iqa_flive_min": 0.6863844129774306, "iqa_flive_max": 0.6863844129774306, "iqa_spaq_mean": 0.35350236989030936, "iqa_spaq_min": 0.35350236989030936, "iqa_spaq_max": 0.35350236989030936, "iqa_clive_mean": 0.3764377555461845, "iqa_clive_min": 0.3764377555461845, "iqa_clive_max": 0.3764377555461845, "iqa_koniq10k_mean": 0.6302983833081796, "iqa_koniq10k_min": 0.6302983833081796, "iqa_koniq10k_max": 0.6302983833081796, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 4.7712627595548374e-27 }, { "lang": "eo", "score": 6.241095664456396e-35 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8395061492919922 }, { "lang": "ru", "score": 0.009525377303361893 }, { "lang": "ja", "score": 0.006955055054277182 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5171849799878669, "iqa_v2_live_min": 0.5171849799878669, "iqa_v2_live_max": 0.5171849799878669, "iqa_v2_csiq_mean": 0.665592610836029, "iqa_v2_csiq_min": 0.665592610836029, "iqa_v2_csiq_max": 0.665592610836029, "iqa_v2_tid2013_mean": 0.4278257687886556, "iqa_v2_tid2013_min": 0.4278257687886556, "iqa_v2_tid2013_max": 0.4278257687886556, "iqa_v2_kadid10k_mean": 0.47314453125, "iqa_v2_kadid10k_min": 0.47314453125, "iqa_v2_kadid10k_max": 0.47314453125, "iqa_v2_flive_mean": 0.6863844129774306, "iqa_v2_flive_min": 0.6863844129774306, "iqa_v2_flive_max": 0.6863844129774306, "iqa_v2_spaq_mean": 0.35350236989030936, "iqa_v2_spaq_min": 0.35350236989030936, "iqa_v2_spaq_max": 0.35350236989030936, "iqa_v2_clive_mean": 0.3764377555461845, "iqa_v2_clive_min": 0.3764377555461845, "iqa_v2_clive_max": 0.3764377555461845, "iqa_v2_koniq10k_mean": 0.6302983833081796, "iqa_v2_koniq10k_min": 0.6302983833081796, "iqa_v2_koniq10k_max": 0.6302983833081796, "imdecont": { "jpg": 0.5484394431114197 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.5484394431114197, "imdecont_mean": 0.5484394431114197, "imdecont_min": 0.5484394431114197, "clip_score_clip_vitl14_224_prev_turn_only_min": 23.75, "clip_score_clip_vitl14_224_prev_turn_only_mean": 23.75, "clip_score_clip_vitl14_224_prev_turn_only_max": 23.75, "clip_score_dfn_public_prev_turn_only_min": 3.93359375, "clip_score_dfn_public_prev_turn_only_mean": 3.93359375, "clip_score_dfn_public_prev_turn_only_max": 3.93359375, "clip_score_siglip2_b16_224_prev_turn_only_min": -2.609375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.609375, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.609375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.40625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.40625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.40625, "clip_score_clip_vitl14_224_next_turn_only_min": 25.265625, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.265625, "clip_score_clip_vitl14_224_next_turn_only_max": 25.265625, "clip_score_dfn_public_next_turn_only_min": 3.7109375, "clip_score_dfn_public_next_turn_only_mean": 3.7109375, "clip_score_dfn_public_next_turn_only_max": 3.7109375, "clip_score_siglip2_b16_224_next_turn_only_min": 2.03125, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.03125, "clip_score_siglip2_b16_224_next_turn_only_max": 2.03125, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.34375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.34375, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.75, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.75, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.75, "clip_score_dfn_public_prev_and_next_turn_min": 3.93359375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.93359375, "clip_score_dfn_public_prev_and_next_turn_max": 3.93359375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.09375, "im_height": { "jpg": 1571 }, "im_height_mean": 1571.0, "im_height_min": 1571, "im_height_max": 1571, "im_width": { "jpg": 1649 }, "im_width_mean": 1649.0, "im_width_min": 1649, "im_width_max": 1649, "im_ar": { "jpg": 1.0496 }, "im_ar_mean": 1.0496, "im_ar_min": 1.0496, "im_ar_max": 1.0496, "im_kilobytes": { "jpg": 7589.59 }, "im_kilobytes_mean": 7589.59, "im_kilobytes_min": 7589.59, "im_kilobytes_max": 7589.59, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 329.79 }, "im_clarity_mean": 329.79, "im_clarity_min": 329.79, "im_clarity_max": 329.79, "im_luma": { "jpg": 240.49 }, "im_luma_mean": 240.49, "im_luma_min": 240.49, "im_luma_max": 240.49, "im_saturation": { "jpg": 39.16 }, "im_saturation_mean": 39.16, "im_saturation_min": 39.16, "im_saturation_max": 39.16, "im_entropy": { "jpg": 1.63 }, "im_entropy_mean": 1.63, "im_entropy_min": 1.63, "im_entropy_max": 1.63, "unifilter_score_qwen2_5_1_5b": -0.00909423828125, "unifilter_score_qwen3_0_6b": 0.9443359375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.7712627595548374e-27, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 6.241095664456396e-35, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8395061492919922, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.009525377303361893, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.006955055054277182, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9890509843826294, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.802954375743866, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997650980949402, "text_quality_nvidia_edu_nemotron4_score": 2.494140625, "text_quality_nvidia_edu_mixtral_score": 2.490234375, "text_quality_dclmbaseline_fasttext_score": 0.9999315738677979, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.001486659049987793, "custom_fasttext_core_fasttext_score": 5.7816505432128906e-05, "custom_fasttext_val_clean_fasttext_score": 0.0018805265426635742, "custom_fasttext_core_clean_fasttext_score": 0.0003477334976196289, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.109375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.34375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.234375, "within_sample_repetition_detection": 6.0 }, "158": { "detoxify": 1, "length_chars": 1662, "length_tokens": 2415, "length_tokens_text_only": 623, "length_tokens_trainable_only": 416, "length_images": 1, "iqa_live_mean": 0.3098824240944602, "iqa_live_min": 0.3098824240944602, "iqa_live_max": 0.3098824240944602, "iqa_csiq_mean": 0.48709529638290405, "iqa_csiq_min": 0.48709529638290405, "iqa_csiq_max": 0.48709529638290405, "iqa_tid2013_mean": 0.2732576264275445, "iqa_tid2013_min": 0.2732576264275445, "iqa_tid2013_max": 0.2732576264275445, "iqa_kadid10k_mean": 0.2991943359375, "iqa_kadid10k_min": 0.2991943359375, "iqa_kadid10k_max": 0.2991943359375, "iqa_flive_mean": 0.5906615594420771, "iqa_flive_min": 0.5906615594420771, "iqa_flive_max": 0.5906615594420771, "iqa_spaq_mean": 0.2653552739307134, "iqa_spaq_min": 0.2653552739307134, "iqa_spaq_max": 0.2653552739307134, "iqa_clive_mean": 0.3605760131219421, "iqa_clive_min": 0.3605760131219421, "iqa_clive_max": 0.3605760131219421, "iqa_koniq10k_mean": 0.6159360095708057, "iqa_koniq10k_min": 0.6159360095708057, "iqa_koniq10k_max": 0.6159360095708057, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 3.6547228460899733e-26 }, { "lang": "eo", "score": 4.4953626030608984e-32 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8648990392684937 }, { "lang": "es", "score": 0.006400298327207565 }, { "lang": "ru", "score": 0.005702780093997717 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3098824240944602, "iqa_v2_live_min": 0.3098824240944602, "iqa_v2_live_max": 0.3098824240944602, "iqa_v2_csiq_mean": 0.48709529638290405, "iqa_v2_csiq_min": 0.48709529638290405, "iqa_v2_csiq_max": 0.48709529638290405, "iqa_v2_tid2013_mean": 0.2732576264275445, "iqa_v2_tid2013_min": 0.2732576264275445, "iqa_v2_tid2013_max": 0.2732576264275445, "iqa_v2_kadid10k_mean": 0.2991943359375, "iqa_v2_kadid10k_min": 0.2991943359375, "iqa_v2_kadid10k_max": 0.2991943359375, "iqa_v2_flive_mean": 0.5906615594420771, "iqa_v2_flive_min": 0.5906615594420771, "iqa_v2_flive_max": 0.5906615594420771, "iqa_v2_spaq_mean": 0.2653552739307134, "iqa_v2_spaq_min": 0.2653552739307134, "iqa_v2_spaq_max": 0.2653552739307134, "iqa_v2_clive_mean": 0.3605760131219421, "iqa_v2_clive_min": 0.3605760131219421, "iqa_v2_clive_max": 0.3605760131219421, "iqa_v2_koniq10k_mean": 0.6159360095708057, "iqa_v2_koniq10k_min": 0.6159360095708057, "iqa_v2_koniq10k_max": 0.6159360095708057, "imdecont": { "jpg": 0.46345090866088867 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.46345090866088867, "imdecont_mean": 0.46345090866088867, "imdecont_min": 0.46345090866088867, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.09375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.09375, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.09375, "clip_score_dfn_public_prev_turn_only_min": 4.05078125, "clip_score_dfn_public_prev_turn_only_mean": 4.05078125, "clip_score_dfn_public_prev_turn_only_max": 4.05078125, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.875, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.84375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.84375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.84375, "clip_score_clip_vitl14_224_next_turn_only_min": 21.796875, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.796875, "clip_score_clip_vitl14_224_next_turn_only_max": 21.796875, "clip_score_dfn_public_next_turn_only_min": 2.330078125, "clip_score_dfn_public_next_turn_only_mean": 2.330078125, "clip_score_dfn_public_next_turn_only_max": 2.330078125, "clip_score_siglip2_b16_224_next_turn_only_min": -2.4296875, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.4296875, "clip_score_siglip2_b16_224_next_turn_only_max": -2.4296875, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.25, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.25, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.25, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.09375, "clip_score_dfn_public_prev_and_next_turn_min": 4.05078125, "clip_score_dfn_public_prev_and_next_turn_mean": 4.05078125, "clip_score_dfn_public_prev_and_next_turn_max": 4.05078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.6875, "im_height": { "jpg": 1883 }, "im_height_mean": 1883.0, "im_height_min": 1883, "im_height_max": 1883, "im_width": { "jpg": 2960 }, "im_width_mean": 2960.0, "im_width_min": 2960, "im_width_max": 2960, "im_ar": { "jpg": 1.572 }, "im_ar_mean": 1.572, "im_ar_min": 1.572, "im_ar_max": 1.572, "im_kilobytes": { "jpg": 16329.14 }, "im_kilobytes_mean": 16329.14, "im_kilobytes_min": 16329.14, "im_kilobytes_max": 16329.14, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 178.59 }, "im_clarity_mean": 178.59, "im_clarity_min": 178.59, "im_clarity_max": 178.59, "im_luma": { "jpg": 225.38 }, "im_luma_mean": 225.38, "im_luma_min": 225.38, "im_luma_max": 225.38, "im_saturation": { "jpg": 42.54 }, "im_saturation_mean": 42.54, "im_saturation_min": 42.54, "im_saturation_max": 42.54, "im_entropy": { "jpg": 1.69 }, "im_entropy_mean": 1.69, "im_entropy_min": 1.69, "im_entropy_max": 1.69, "unifilter_score_qwen2_5_1_5b": -0.97802734375, "unifilter_score_qwen3_0_6b": -0.59130859375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.6547228460899733e-26, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 4.4953626030608984e-32, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8648990392684937, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.006400298327207565, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.005702780093997717, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9904396533966064, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.658609926700592, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997299313545227, "text_quality_nvidia_edu_nemotron4_score": 2.01953125, "text_quality_nvidia_edu_mixtral_score": 2.177734375, "text_quality_dclmbaseline_fasttext_score": 0.9999816417694092, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0008748173713684082, "custom_fasttext_core_fasttext_score": 2.7298927307128906e-05, "custom_fasttext_val_clean_fasttext_score": 0.002617955207824707, "custom_fasttext_core_clean_fasttext_score": 0.00021785497665405273, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.1484375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0859375, "within_sample_repetition_detection": 7.0 }, "156": { "detoxify": 1, "length_chars": 754, "length_tokens": 2128, "length_tokens_text_only": 336, "length_tokens_trainable_only": 235, "length_images": 1, "iqa_live_mean": 0.5169309750951901, "iqa_live_min": 0.5169309750951901, "iqa_live_max": 0.5169309750951901, "iqa_csiq_mean": 0.656681478023529, "iqa_csiq_min": 0.656681478023529, "iqa_csiq_max": 0.656681478023529, "iqa_tid2013_mean": 0.4523754649692111, "iqa_tid2013_min": 0.4523754649692111, "iqa_tid2013_max": 0.4523754649692111, "iqa_kadid10k_mean": 0.4134521484375, "iqa_kadid10k_min": 0.4134521484375, "iqa_kadid10k_max": 0.4134521484375, "iqa_flive_mean": 0.691632203381471, "iqa_flive_min": 0.691632203381471, "iqa_flive_max": 0.691632203381471, "iqa_spaq_mean": 0.5188274961529357, "iqa_spaq_min": 0.5188274961529357, "iqa_spaq_max": 0.5188274961529357, "iqa_clive_mean": 0.4902615402684068, "iqa_clive_min": 0.4902615402684068, "iqa_clive_max": 0.4902615402684068, "iqa_koniq10k_mean": 0.611043332803129, "iqa_koniq10k_min": 0.611043332803129, "iqa_koniq10k_max": 0.611043332803129, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999992 }, { "lang": "la", "score": 7.114556749415885e-16 }, { "lang": "tl", "score": 1.66064520052493e-26 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8851453065872192 }, { "lang": "vi", "score": 0.005166342947632074 }, { "lang": "pt", "score": 0.005033864174038172 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5169235768944326, "iqa_v2_live_min": 0.5169235768944326, "iqa_v2_live_max": 0.5169235768944326, "iqa_v2_csiq_mean": 0.656681478023529, "iqa_v2_csiq_min": 0.656681478023529, "iqa_v2_csiq_max": 0.656681478023529, "iqa_v2_tid2013_mean": 0.4523754649692111, "iqa_v2_tid2013_min": 0.4523754649692111, "iqa_v2_tid2013_max": 0.4523754649692111, "iqa_v2_kadid10k_mean": 0.4134521484375, "iqa_v2_kadid10k_min": 0.4134521484375, "iqa_v2_kadid10k_max": 0.4134521484375, "iqa_v2_flive_mean": 0.691592746310764, "iqa_v2_flive_min": 0.691592746310764, "iqa_v2_flive_max": 0.691592746310764, "iqa_v2_spaq_mean": 0.5188669532236427, "iqa_v2_spaq_min": 0.5188669532236427, "iqa_v2_spaq_max": 0.5188669532236427, "iqa_v2_clive_mean": 0.49024181173305326, "iqa_v2_clive_min": 0.49024181173305326, "iqa_v2_clive_max": 0.49024181173305326, "iqa_v2_koniq10k_mean": 0.6112011610859572, "iqa_v2_koniq10k_min": 0.6112011610859572, "iqa_v2_koniq10k_max": 0.6112011610859572, "imdecont": { "jpg": 0.5788511037826538 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.5788511037826538, "imdecont_mean": 0.5788511037826538, "imdecont_min": 0.5788511037826538, "clip_score_clip_vitl14_224_prev_turn_only_min": 31.84375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 31.84375, "clip_score_clip_vitl14_224_prev_turn_only_max": 31.84375, "clip_score_dfn_public_prev_turn_only_min": 3.525390625, "clip_score_dfn_public_prev_turn_only_mean": 3.525390625, "clip_score_dfn_public_prev_turn_only_max": 3.525390625, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.21875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.21875, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.21875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.3125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.3125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.3125, "clip_score_clip_vitl14_224_next_turn_only_min": 28.609375, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.609375, "clip_score_clip_vitl14_224_next_turn_only_max": 28.609375, "clip_score_dfn_public_next_turn_only_min": 4.00390625, "clip_score_dfn_public_next_turn_only_mean": 4.00390625, "clip_score_dfn_public_next_turn_only_max": 4.00390625, "clip_score_siglip2_b16_224_next_turn_only_min": 5.875, "clip_score_siglip2_b16_224_next_turn_only_mean": 5.875, "clip_score_siglip2_b16_224_next_turn_only_max": 5.875, "clip_score_longclip_vitl14_224_next_turn_only_min": 27.953125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 27.953125, "clip_score_longclip_vitl14_224_next_turn_only_max": 27.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 32.125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 32.125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 32.125, "clip_score_dfn_public_prev_and_next_turn_min": 5.046875, "clip_score_dfn_public_prev_and_next_turn_mean": 5.046875, "clip_score_dfn_public_prev_and_next_turn_max": 5.046875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 28.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.90625, "im_height": { "jpg": 1059 }, "im_height_mean": 1059.0, "im_height_min": 1059, "im_height_max": 1059, "im_width": { "jpg": 1620 }, "im_width_mean": 1620.0, "im_width_min": 1620, "im_width_max": 1620, "im_ar": { "jpg": 1.5297 }, "im_ar_mean": 1.5297, "im_ar_min": 1.5297, "im_ar_max": 1.5297, "im_kilobytes": { "jpg": 5026.11 }, "im_kilobytes_mean": 5026.11, "im_kilobytes_min": 5026.11, "im_kilobytes_max": 5026.11, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 336.99 }, "im_clarity_mean": 336.99, "im_clarity_min": 336.99, "im_clarity_max": 336.99, "im_luma": { "jpg": 202.07 }, "im_luma_mean": 202.07, "im_luma_min": 202.07, "im_luma_max": 202.07, "im_saturation": { "jpg": 74.09 }, "im_saturation_mean": 74.09, "im_saturation_min": 74.09, "im_saturation_max": 74.09, "im_entropy": { "jpg": 2.16 }, "im_entropy_mean": 2.16, "im_entropy_min": 2.16, "im_entropy_max": 2.16, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999992, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 7.114556749415885e-16, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.66064520052493e-26, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8851453065872192, "language_detection_annotation_nllb_1_lan": "vi", "language_detection_annotation_nllb_1_score": 0.005166342947632074, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.005033864174038172, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9852403402328491, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7913746237754822, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997299313545227, "text_quality_nvidia_edu_nemotron4_score": 2.3515625, "text_quality_nvidia_edu_mixtral_score": 2.431640625, "text_quality_dclmbaseline_fasttext_score": 0.9990839958190918, "text_quality_dolma3_fasttext_score": 0.9879500865936279, "custom_fasttext_val_fasttext_score": 0.0010716915130615234, "custom_fasttext_core_fasttext_score": 9.66787338256836e-05, "custom_fasttext_val_clean_fasttext_score": 0.02786874771118164, "custom_fasttext_core_clean_fasttext_score": 0.0028015971183776855, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.328125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.1640625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1640625, "within_sample_repetition_detection": 4.0 }, "163": { "detoxify": 1, "length_chars": 770, "length_tokens": 3673, "length_tokens_text_only": 345, "length_tokens_trainable_only": 223, "length_images": 1, "iqa_live_mean": 0.4473903540408972, "iqa_live_min": 0.4473903540408972, "iqa_live_max": 0.4473903540408972, "iqa_csiq_mean": 0.577824056148529, "iqa_csiq_min": 0.577824056148529, "iqa_csiq_max": 0.577824056148529, "iqa_tid2013_mean": 0.28953366809421116, "iqa_tid2013_min": 0.28953366809421116, "iqa_tid2013_max": 0.28953366809421116, "iqa_kadid10k_mean": 0.3140869140625, "iqa_kadid10k_min": 0.3140869140625, "iqa_kadid10k_max": 0.3140869140625, "iqa_flive_mean": 0.5791795518663195, "iqa_flive_min": 0.5791795518663195, "iqa_flive_max": 0.5791795518663195, "iqa_spaq_mean": 0.43166682696101644, "iqa_spaq_min": 0.43166682696101644, "iqa_spaq_max": 0.43166682696101644, "iqa_clive_mean": 0.6444301412563131, "iqa_clive_min": 0.6444301412563131, "iqa_clive_max": 0.6444301412563131, "iqa_koniq10k_mean": 0.6310875247223209, "iqa_koniq10k_min": 0.6310875247223209, "iqa_koniq10k_max": 0.6310875247223209, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999979055431 }, { "lang": "la", "score": 2.094456950163578e-09 }, { "lang": "tl", "score": 3.308928061346949e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8401514291763306 }, { "lang": "ru", "score": 0.008200452663004398 }, { "lang": "es", "score": 0.0060243159532547 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.4473903540408972, "iqa_v2_live_min": 0.4473903540408972, "iqa_v2_live_max": 0.4473903540408972, "iqa_v2_csiq_mean": 0.577824056148529, "iqa_v2_csiq_min": 0.577824056148529, "iqa_v2_csiq_max": 0.577824056148529, "iqa_v2_tid2013_mean": 0.28953366809421116, "iqa_v2_tid2013_min": 0.28953366809421116, "iqa_v2_tid2013_max": 0.28953366809421116, "iqa_v2_kadid10k_mean": 0.3140869140625, "iqa_v2_kadid10k_min": 0.3140869140625, "iqa_v2_kadid10k_max": 0.3140869140625, "iqa_v2_flive_mean": 0.5791795518663195, "iqa_v2_flive_min": 0.5791795518663195, "iqa_v2_flive_max": 0.5791795518663195, "iqa_v2_spaq_mean": 0.43166682696101644, "iqa_v2_spaq_min": 0.43166682696101644, "iqa_v2_spaq_max": 0.43166682696101644, "iqa_v2_clive_mean": 0.6444301412563131, "iqa_v2_clive_min": 0.6444301412563131, "iqa_v2_clive_max": 0.6444301412563131, "iqa_v2_koniq10k_mean": 0.6310875247223209, "iqa_v2_koniq10k_min": 0.6310875247223209, "iqa_v2_koniq10k_max": 0.6310875247223209, "imdecont": { "jpg": 0.49172306060791016 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.49172306060791016, "imdecont_mean": 0.49172306060791016, "imdecont_min": 0.49172306060791016, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.71875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.71875, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.71875, "clip_score_dfn_public_prev_turn_only_min": 3.05078125, "clip_score_dfn_public_prev_turn_only_mean": 3.05078125, "clip_score_dfn_public_prev_turn_only_max": 3.05078125, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.765625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.765625, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.765625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.5, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.5, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.5, "clip_score_clip_vitl14_224_next_turn_only_min": 19.078125, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.078125, "clip_score_clip_vitl14_224_next_turn_only_max": 19.078125, "clip_score_dfn_public_next_turn_only_min": 1.6220703125, "clip_score_dfn_public_next_turn_only_mean": 1.6220703125, "clip_score_dfn_public_next_turn_only_max": 1.6220703125, "clip_score_siglip2_b16_224_next_turn_only_min": -1.265625, "clip_score_siglip2_b16_224_next_turn_only_mean": -1.265625, "clip_score_siglip2_b16_224_next_turn_only_max": -1.265625, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.3125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.3125, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.609375, "clip_score_dfn_public_prev_and_next_turn_min": 3.439453125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.439453125, "clip_score_dfn_public_prev_and_next_turn_max": 3.439453125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.765625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.765625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 18.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 18.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 18.046875, "im_height": { "jpg": 2271 }, "im_height_mean": 2271.0, "im_height_min": 2271, "im_height_max": 2271, "im_width": { "jpg": 721 }, "im_width_mean": 721.0, "im_width_min": 721, "im_width_max": 721, "im_ar": { "jpg": 0.3175 }, "im_ar_mean": 0.3175, "im_ar_min": 0.3175, "im_ar_max": 0.3175, "im_kilobytes": { "jpg": 4797.04 }, "im_kilobytes_mean": 4797.04, "im_kilobytes_min": 4797.04, "im_kilobytes_max": 4797.04, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 358.26 }, "im_clarity_mean": 358.26, "im_clarity_min": 358.26, "im_clarity_max": 358.26, "im_luma": { "jpg": 199.16 }, "im_luma_mean": 199.16, "im_luma_min": 199.16, "im_luma_max": 199.16, "im_saturation": { "jpg": 12.57 }, "im_saturation_mean": 12.57, "im_saturation_min": 12.57, "im_saturation_max": 12.57, "im_entropy": { "jpg": 1.72 }, "im_entropy_mean": 1.72, "im_entropy_min": 1.72, "im_entropy_max": 1.72, "unifilter_score_qwen2_5_1_5b": -1.0595703125, "unifilter_score_qwen3_0_6b": -2.34375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999979055431, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.094456950163578e-09, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 3.308928061346949e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8401514291763306, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.008200452663004398, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.0060243159532547, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9890369772911072, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8251971006393433, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.99967360496521, "text_quality_nvidia_edu_nemotron4_score": 2.267578125, "text_quality_nvidia_edu_mixtral_score": 2.095703125, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 0.9999666213989258, "custom_fasttext_val_fasttext_score": 0.0006744861602783203, "custom_fasttext_core_fasttext_score": 3.0994415283203125e-05, "custom_fasttext_val_clean_fasttext_score": 0.0014454126358032227, "custom_fasttext_core_clean_fasttext_score": 0.00036406517028808594, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.1640625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.1640625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 8.0 }, "166": { "detoxify": 1, "length_chars": 964, "length_tokens": 2925, "length_tokens_text_only": 365, "length_tokens_trainable_only": 233, "length_images": 1, "iqa_live_mean": 0.298045302882339, "iqa_live_min": 0.298045302882339, "iqa_live_max": 0.298045302882339, "iqa_csiq_mean": 0.4173702597618103, "iqa_csiq_min": 0.4173702597618103, "iqa_csiq_max": 0.4173702597618103, "iqa_tid2013_mean": 0.2970206472608778, "iqa_tid2013_min": 0.2970206472608778, "iqa_tid2013_max": 0.2970206472608778, "iqa_kadid10k_mean": 0.3853759765625, "iqa_kadid10k_min": 0.3853759765625, "iqa_kadid10k_max": 0.3853759765625, "iqa_flive_mean": 0.5360924306541983, "iqa_flive_min": 0.5360924306541983, "iqa_flive_max": 0.5360924306541983, "iqa_spaq_mean": 0.10216082948626895, "iqa_spaq_min": 0.10216082948626895, "iqa_spaq_max": 0.10216082948626895, "iqa_clive_mean": 0.24717639190982088, "iqa_clive_min": 0.24717639190982088, "iqa_clive_max": 0.24717639190982088, "iqa_koniq10k_mean": 0.5659044439142401, "iqa_koniq10k_min": 0.5659044439142401, "iqa_koniq10k_max": 0.5659044439142401, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999998184 }, { "lang": "la", "score": 1.8153498624739949e-13 }, { "lang": "tl", "score": 2.4718384753109192e-18 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.883404016494751 }, { "lang": "ru", "score": 0.004766321741044521 }, { "lang": "id", "score": 0.004505691584199667 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.298045302882339, "iqa_v2_live_min": 0.298045302882339, "iqa_v2_live_max": 0.298045302882339, "iqa_v2_csiq_mean": 0.41736263036727905, "iqa_v2_csiq_min": 0.41736263036727905, "iqa_v2_csiq_max": 0.41736263036727905, "iqa_v2_tid2013_mean": 0.2970206472608778, "iqa_v2_tid2013_min": 0.2970206472608778, "iqa_v2_tid2013_max": 0.2970206472608778, "iqa_v2_kadid10k_mean": 0.3851318359375, "iqa_v2_kadid10k_min": 0.3851318359375, "iqa_v2_kadid10k_max": 0.3851318359375, "iqa_v2_flive_mean": 0.5360924306541983, "iqa_v2_flive_min": 0.5360924306541983, "iqa_v2_flive_max": 0.5360924306541983, "iqa_v2_spaq_mean": 0.10216082948626895, "iqa_v2_spaq_min": 0.10216082948626895, "iqa_v2_spaq_max": 0.10216082948626895, "iqa_v2_clive_mean": 0.24733422019264917, "iqa_v2_clive_min": 0.24733422019264917, "iqa_v2_clive_max": 0.24733422019264917, "iqa_v2_koniq10k_mean": 0.5659044439142401, "iqa_v2_koniq10k_min": 0.5659044439142401, "iqa_v2_koniq10k_max": 0.5659044439142401, "imdecont": { "jpg": 0.39089512825012207 }, "imdecont_image_match": { "jpg": 86027 }, "imdecont_max": 0.39089512825012207, "imdecont_mean": 0.39089512825012207, "imdecont_min": 0.39089512825012207, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.3125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.3125, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.3125, "clip_score_dfn_public_prev_turn_only_min": 2.2109375, "clip_score_dfn_public_prev_turn_only_mean": 2.2109375, "clip_score_dfn_public_prev_turn_only_max": 2.2109375, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.125, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.34375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.34375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.34375, "clip_score_clip_vitl14_224_next_turn_only_min": 24.25, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.25, "clip_score_clip_vitl14_224_next_turn_only_max": 24.25, "clip_score_dfn_public_next_turn_only_min": 2.353515625, "clip_score_dfn_public_next_turn_only_mean": 2.353515625, "clip_score_dfn_public_next_turn_only_max": 2.353515625, "clip_score_siglip2_b16_224_next_turn_only_min": -0.421875, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.421875, "clip_score_siglip2_b16_224_next_turn_only_max": -0.421875, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.46875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.46875, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.3125, "clip_score_dfn_public_prev_and_next_turn_min": 2.2109375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.2109375, "clip_score_dfn_public_prev_and_next_turn_max": 2.2109375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.5, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.5, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.5, "im_height": { "jpg": 3303 }, "im_height_mean": 3303.0, "im_height_min": 3303, "im_height_max": 3303, "im_width": { "jpg": 3000 }, "im_width_mean": 3000.0, "im_width_min": 3000, "im_width_max": 3000, "im_ar": { "jpg": 0.9083 }, "im_ar_mean": 0.9083, "im_ar_min": 0.9083, "im_ar_max": 0.9083, "im_kilobytes": { "jpg": 29030.27 }, "im_kilobytes_mean": 29030.27, "im_kilobytes_min": 29030.27, "im_kilobytes_max": 29030.27, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 76.74 }, "im_clarity_mean": 76.74, "im_clarity_min": 76.74, "im_clarity_max": 76.74, "im_luma": { "jpg": 247.86 }, "im_luma_mean": 247.86, "im_luma_min": 247.86, "im_luma_max": 247.86, "im_saturation": { "jpg": 3.66 }, "im_saturation_mean": 3.66, "im_saturation_min": 3.66, "im_saturation_max": 3.66, "im_entropy": { "jpg": 0.63 }, "im_entropy_mean": 0.63, "im_entropy_min": 0.63, "im_entropy_max": 0.63, "unifilter_score_qwen2_5_1_5b": -1.1689453125, "unifilter_score_qwen3_0_6b": 2.4375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999998184, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.8153498624739949e-13, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 2.4718384753109192e-18, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.883404016494751, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.004766321741044521, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.004505691584199667, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.8163799047470093, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.602911651134491, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9987460374832153, "text_quality_nvidia_edu_nemotron4_score": 2.341796875, "text_quality_nvidia_edu_mixtral_score": 2.185546875, "text_quality_dclmbaseline_fasttext_score": 0.9969149231910706, "text_quality_dolma3_fasttext_score": 0.9952871799468994, "custom_fasttext_val_fasttext_score": 0.004401087760925293, "custom_fasttext_core_fasttext_score": 0.00028520822525024414, "custom_fasttext_val_clean_fasttext_score": 0.002276897430419922, "custom_fasttext_core_clean_fasttext_score": 0.00023037195205688477, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.390625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.6171875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.2265625, "within_sample_repetition_detection": 7.0 }, "167": { "detoxify": 1, "length_chars": 891, "length_tokens": 2631, "length_tokens_text_only": 327, "length_tokens_trainable_only": 237, "length_images": 1, "iqa_live_mean": 0.49045774671766484, "iqa_live_min": 0.49045774671766484, "iqa_live_max": 0.49045774671766484, "iqa_csiq_mean": 0.606266438961029, "iqa_csiq_min": 0.606266438961029, "iqa_csiq_max": 0.606266438961029, "iqa_tid2013_mean": 0.3548548486497667, "iqa_tid2013_min": 0.3548548486497667, "iqa_tid2013_max": 0.3548548486497667, "iqa_kadid10k_mean": 0.44921875, "iqa_kadid10k_min": 0.44921875, "iqa_kadid10k_max": 0.44921875, "iqa_flive_mean": 0.6278399843158144, "iqa_flive_min": 0.6278399843158144, "iqa_flive_max": 0.6278399843158144, "iqa_spaq_mean": 0.3591052739307134, "iqa_spaq_min": 0.3591052739307134, "iqa_spaq_max": 0.3591052739307134, "iqa_clive_mean": 0.41183074797042696, "iqa_clive_min": 0.41183074797042696, "iqa_clive_max": 0.41183074797042696, "iqa_koniq10k_mean": 0.6620218296243687, "iqa_koniq10k_min": 0.6620218296243687, "iqa_koniq10k_max": 0.6620218296243687, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999997 }, { "lang": "la", "score": 3.4525108969340654e-16 }, { "lang": "fr", "score": 1.2258239146378556e-22 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8717888593673706 }, { "lang": "ru", "score": 0.006074078846722841 }, { "lang": "tr", "score": 0.005096498876810074 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.49045774671766484, "iqa_v2_live_min": 0.49045774671766484, "iqa_v2_live_max": 0.49045774671766484, "iqa_v2_csiq_mean": 0.606266438961029, "iqa_v2_csiq_min": 0.606266438961029, "iqa_v2_csiq_max": 0.606266438961029, "iqa_v2_tid2013_mean": 0.3548548486497667, "iqa_v2_tid2013_min": 0.3548548486497667, "iqa_v2_tid2013_max": 0.3548548486497667, "iqa_v2_kadid10k_mean": 0.44921875, "iqa_v2_kadid10k_min": 0.44921875, "iqa_v2_kadid10k_max": 0.44921875, "iqa_v2_flive_mean": 0.6278399843158144, "iqa_v2_flive_min": 0.6278399843158144, "iqa_v2_flive_max": 0.6278399843158144, "iqa_v2_spaq_mean": 0.3591052739307134, "iqa_v2_spaq_min": 0.3591052739307134, "iqa_v2_spaq_max": 0.3591052739307134, "iqa_v2_clive_mean": 0.41183074797042696, "iqa_v2_clive_min": 0.41183074797042696, "iqa_v2_clive_max": 0.41183074797042696, "iqa_v2_koniq10k_mean": 0.6620218296243687, "iqa_v2_koniq10k_min": 0.6620218296243687, "iqa_v2_koniq10k_max": 0.6620218296243687, "imdecont": { "jpg": 0.5306923985481262 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.5306923985481262, "imdecont_mean": 0.5306923985481262, "imdecont_min": 0.5306923985481262, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.640625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.640625, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.640625, "clip_score_dfn_public_prev_turn_only_min": 4.26953125, "clip_score_dfn_public_prev_turn_only_mean": 4.26953125, "clip_score_dfn_public_prev_turn_only_max": 4.26953125, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.109375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.109375, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.109375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.078125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.078125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.078125, "clip_score_clip_vitl14_224_next_turn_only_min": 29.21875, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.21875, "clip_score_clip_vitl14_224_next_turn_only_max": 29.21875, "clip_score_dfn_public_next_turn_only_min": 4.4609375, "clip_score_dfn_public_next_turn_only_mean": 4.4609375, "clip_score_dfn_public_next_turn_only_max": 4.4609375, "clip_score_siglip2_b16_224_next_turn_only_min": 3.625, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.625, "clip_score_siglip2_b16_224_next_turn_only_max": 3.625, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.90625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.90625, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.640625, "clip_score_dfn_public_prev_and_next_turn_min": 4.90625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.90625, "clip_score_dfn_public_prev_and_next_turn_max": 4.90625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.140625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.140625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.140625, "im_height": { "jpg": 3163 }, "im_height_mean": 3163.0, "im_height_min": 3163, "im_height_max": 3163, "im_width": { "jpg": 1805 }, "im_width_mean": 1805.0, "im_width_min": 1805, "im_width_max": 1805, "im_ar": { "jpg": 0.5707 }, "im_ar_mean": 0.5707, "im_ar_min": 0.5707, "im_ar_max": 0.5707, "im_kilobytes": { "jpg": 16726.22 }, "im_kilobytes_mean": 16726.22, "im_kilobytes_min": 16726.22, "im_kilobytes_max": 16726.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 149.53 }, "im_clarity_mean": 149.53, "im_clarity_min": 149.53, "im_clarity_max": 149.53, "im_luma": { "jpg": 227.69 }, "im_luma_mean": 227.69, "im_luma_min": 227.69, "im_luma_max": 227.69, "im_saturation": { "jpg": 49.32 }, "im_saturation_mean": 49.32, "im_saturation_min": 49.32, "im_saturation_max": 49.32, "im_entropy": { "jpg": 1.81 }, "im_entropy_mean": 1.81, "im_entropy_min": 1.81, "im_entropy_max": 1.81, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999997, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.4525108969340654e-16, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 1.2258239146378556e-22, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8717888593673706, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006074078846722841, "language_detection_annotation_nllb_2_lan": "tr", "language_detection_annotation_nllb_2_score": 0.005096498876810074, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.991919994354248, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6901654005050659, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999618649482727, "text_quality_nvidia_edu_nemotron4_score": 2.380859375, "text_quality_nvidia_edu_mixtral_score": 2.203125, "text_quality_dclmbaseline_fasttext_score": 0.8987547159194946, "text_quality_dolma3_fasttext_score": 0.8769320249557495, "custom_fasttext_val_fasttext_score": 0.0024716854095458984, "custom_fasttext_core_fasttext_score": 0.0001271963119506836, "custom_fasttext_val_clean_fasttext_score": 0.002087831497192383, "custom_fasttext_core_clean_fasttext_score": 0.0001361370086669922, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.3046875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0078125, "within_sample_repetition_detection": 7.0 }, "161": { "detoxify": 1, "length_chars": 424, "length_tokens": 2237, "length_tokens_text_only": 189, "length_tokens_trainable_only": 88, "length_images": 1, "iqa_live_mean": 0.5746394070712002, "iqa_live_min": 0.5746394070712002, "iqa_live_max": 0.5746394070712002, "iqa_csiq_mean": 0.694889485836029, "iqa_csiq_min": 0.694889485836029, "iqa_csiq_max": 0.694889485836029, "iqa_tid2013_mean": 0.4100306298997667, "iqa_tid2013_min": 0.4100306298997667, "iqa_tid2013_max": 0.4100306298997667, "iqa_kadid10k_mean": 0.4710693359375, "iqa_kadid10k_min": 0.4710693359375, "iqa_kadid10k_max": 0.4710693359375, "iqa_flive_mean": 0.7411902841895518, "iqa_flive_min": 0.7411902841895518, "iqa_flive_max": 0.7411902841895518, "iqa_spaq_mean": 0.513254184915562, "iqa_spaq_min": 0.513254184915562, "iqa_spaq_max": 0.513254184915562, "iqa_clive_mean": 0.46195109203608353, "iqa_clive_min": 0.46195109203608353, "iqa_clive_max": 0.46195109203608353, "iqa_koniq10k_mean": 0.6534991023516414, "iqa_koniq10k_min": 0.6534991023516414, "iqa_koniq10k_max": 0.6534991023516414, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999996798 }, { "lang": "la", "score": 3.195872185762295e-13 }, { "lang": "de", "score": 4.714132248545361e-16 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8938540816307068 }, { "lang": "pt", "score": 0.004872883204370737 }, { "lang": "es", "score": 0.004629285074770451 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5746394070712002, "iqa_v2_live_min": 0.5746394070712002, "iqa_v2_live_max": 0.5746394070712002, "iqa_v2_csiq_mean": 0.694889485836029, "iqa_v2_csiq_min": 0.694889485836029, "iqa_v2_csiq_max": 0.694889485836029, "iqa_v2_tid2013_mean": 0.4100306298997667, "iqa_v2_tid2013_min": 0.4100306298997667, "iqa_v2_tid2013_max": 0.4100306298997667, "iqa_v2_kadid10k_mean": 0.4710693359375, "iqa_v2_kadid10k_min": 0.4710693359375, "iqa_v2_kadid10k_max": 0.4710693359375, "iqa_v2_flive_mean": 0.7411902841895518, "iqa_v2_flive_min": 0.7411902841895518, "iqa_v2_flive_max": 0.7411902841895518, "iqa_v2_spaq_mean": 0.513254184915562, "iqa_v2_spaq_min": 0.513254184915562, "iqa_v2_spaq_max": 0.513254184915562, "iqa_v2_clive_mean": 0.46195109203608353, "iqa_v2_clive_min": 0.46195109203608353, "iqa_v2_clive_max": 0.46195109203608353, "iqa_v2_koniq10k_mean": 0.6534991023516414, "iqa_v2_koniq10k_min": 0.6534991023516414, "iqa_v2_koniq10k_max": 0.6534991023516414, "imdecont": { "jpg": 0.44890499114990234 }, "imdecont_image_match": { "jpg": 204616 }, "imdecont_max": 0.44890499114990234, "imdecont_mean": 0.44890499114990234, "imdecont_min": 0.44890499114990234, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.5625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.5625, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.5625, "clip_score_dfn_public_prev_turn_only_min": 2.63671875, "clip_score_dfn_public_prev_turn_only_mean": 2.63671875, "clip_score_dfn_public_prev_turn_only_max": 2.63671875, "clip_score_siglip2_b16_224_prev_turn_only_min": -3.4140625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -3.4140625, "clip_score_siglip2_b16_224_prev_turn_only_max": -3.4140625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 16.796875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 16.796875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 16.796875, "clip_score_clip_vitl14_224_next_turn_only_min": 17.375, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.375, "clip_score_clip_vitl14_224_next_turn_only_max": 17.375, "clip_score_dfn_public_next_turn_only_min": 2.830078125, "clip_score_dfn_public_next_turn_only_mean": 2.830078125, "clip_score_dfn_public_next_turn_only_max": 2.830078125, "clip_score_siglip2_b16_224_next_turn_only_min": -2.5703125, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.5703125, "clip_score_siglip2_b16_224_next_turn_only_max": -2.5703125, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.6875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.6875, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 18.578125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 18.578125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 18.578125, "clip_score_dfn_public_prev_and_next_turn_min": 2.9296875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.9296875, "clip_score_dfn_public_prev_and_next_turn_max": 2.9296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.7890625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.7890625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.7890625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 17.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 17.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 17.21875, "im_height": { "jpg": 2385 }, "im_height_mean": 2385.0, "im_height_min": 2385, "im_height_max": 2385, "im_width": { "jpg": 320 }, "im_width_mean": 320.0, "im_width_min": 320, "im_width_max": 320, "im_ar": { "jpg": 0.1342 }, "im_ar_mean": 0.1342, "im_ar_min": 0.1342, "im_ar_max": 0.1342, "im_kilobytes": { "jpg": 2235.94 }, "im_kilobytes_mean": 2235.94, "im_kilobytes_min": 2235.94, "im_kilobytes_max": 2235.94, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 334.2 }, "im_clarity_mean": 334.2, "im_clarity_min": 334.2, "im_clarity_max": 334.2, "im_luma": { "jpg": 188.19 }, "im_luma_mean": 188.19, "im_luma_min": 188.19, "im_luma_max": 188.19, "im_saturation": { "jpg": 73.53 }, "im_saturation_mean": 73.53, "im_saturation_min": 73.53, "im_saturation_max": 73.53, "im_entropy": { "jpg": 1.72 }, "im_entropy_mean": 1.72, "im_entropy_min": 1.72, "im_entropy_max": 1.72, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999996798, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.195872185762295e-13, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 4.714132248545361e-16, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8938540816307068, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.004872883204370737, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.004629285074770451, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9929591417312622, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6683408617973328, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999716579914093, "text_quality_nvidia_edu_nemotron4_score": 2.099609375, "text_quality_nvidia_edu_mixtral_score": 1.88671875, "text_quality_dclmbaseline_fasttext_score": 0.9990556836128235, "text_quality_dolma3_fasttext_score": 0.979072093963623, "custom_fasttext_val_fasttext_score": 0.0012126564979553223, "custom_fasttext_core_fasttext_score": 5.841255187988281e-05, "custom_fasttext_val_clean_fasttext_score": 0.001311957836151123, "custom_fasttext_core_clean_fasttext_score": 0.0001270771026611328, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.046875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.015625, "within_sample_repetition_detection": 7.0 }, "62": { "detoxify": 1, "length_chars": 1149, "length_tokens": 3230, "length_tokens_text_only": 414, "length_tokens_trainable_only": 263, "length_images": 1, "iqa_live_mean": 0.49489666717221037, "iqa_live_min": 0.49489666717221037, "iqa_live_max": 0.49489666717221037, "iqa_csiq_mean": 0.597111165523529, "iqa_csiq_min": 0.597111165523529, "iqa_csiq_max": 0.597111165523529, "iqa_tid2013_mean": 0.3626673486497667, "iqa_tid2013_min": 0.3626673486497667, "iqa_tid2013_max": 0.3626673486497667, "iqa_kadid10k_mean": 0.4320068359375, "iqa_kadid10k_min": 0.4320068359375, "iqa_kadid10k_max": 0.4320068359375, "iqa_flive_mean": 0.6275341920178347, "iqa_flive_min": 0.6275341920178347, "iqa_flive_max": 0.6275341920178347, "iqa_spaq_mean": 0.40574353150647097, "iqa_spaq_min": 0.40574353150647097, "iqa_spaq_max": 0.40574353150647097, "iqa_clive_mean": 0.4221290434249724, "iqa_clive_min": 0.4221290434249724, "iqa_clive_max": 0.4221290434249724, "iqa_koniq10k_mean": 0.652078647806187, "iqa_koniq10k_min": 0.652078647806187, "iqa_koniq10k_max": 0.652078647806187, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 7.00000615408328e-27 }, { "lang": "tl", "score": 6.598657570737142e-30 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8843561410903931 }, { "lang": "ru", "score": 0.006191891618072987 }, { "lang": "de", "score": 0.004828299395740032 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.49491639570756385, "iqa_v2_live_min": 0.49491639570756385, "iqa_v2_live_max": 0.49491639570756385, "iqa_v2_csiq_mean": 0.597111165523529, "iqa_v2_csiq_min": 0.597111165523529, "iqa_v2_csiq_max": 0.597111165523529, "iqa_v2_tid2013_mean": 0.3626673486497667, "iqa_v2_tid2013_min": 0.3626673486497667, "iqa_v2_tid2013_max": 0.3626673486497667, "iqa_v2_kadid10k_mean": 0.4320068359375, "iqa_v2_kadid10k_min": 0.4320068359375, "iqa_v2_kadid10k_max": 0.4320068359375, "iqa_v2_flive_mean": 0.627563784820865, "iqa_v2_flive_min": 0.627563784820865, "iqa_v2_flive_max": 0.627563784820865, "iqa_v2_spaq_mean": 0.40574353150647097, "iqa_v2_spaq_min": 0.40574353150647097, "iqa_v2_spaq_max": 0.40574353150647097, "iqa_v2_clive_mean": 0.4221685004956795, "iqa_v2_clive_min": 0.4221685004956795, "iqa_v2_clive_max": 0.4221685004956795, "iqa_v2_koniq10k_mean": 0.652078647806187, "iqa_v2_koniq10k_min": 0.652078647806187, "iqa_v2_koniq10k_max": 0.652078647806187, "imdecont": { "jpg": 0.49104076623916626 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.49104076623916626, "imdecont_mean": 0.49104076623916626, "imdecont_min": 0.49104076623916626, "clip_score_clip_vitl14_224_prev_turn_only_min": 31.859375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 31.859375, "clip_score_clip_vitl14_224_prev_turn_only_max": 31.859375, "clip_score_dfn_public_prev_turn_only_min": 4.24609375, "clip_score_dfn_public_prev_turn_only_mean": 4.24609375, "clip_score_dfn_public_prev_turn_only_max": 4.24609375, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.1875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.1875, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.1875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.390625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.390625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.390625, "clip_score_clip_vitl14_224_next_turn_only_min": 25.609375, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.609375, "clip_score_clip_vitl14_224_next_turn_only_max": 25.609375, "clip_score_dfn_public_next_turn_only_min": 2.40234375, "clip_score_dfn_public_next_turn_only_mean": 2.40234375, "clip_score_dfn_public_next_turn_only_max": 2.40234375, "clip_score_siglip2_b16_224_next_turn_only_min": 2.90625, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.90625, "clip_score_siglip2_b16_224_next_turn_only_max": 2.90625, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.90625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.90625, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 31.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 31.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 31.859375, "clip_score_dfn_public_prev_and_next_turn_min": 4.24609375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.24609375, "clip_score_dfn_public_prev_and_next_turn_max": 4.24609375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.1875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.1875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.125, "im_height": { "jpg": 3353 }, "im_height_mean": 3353.0, "im_height_min": 3353, "im_height_max": 3353, "im_width": { "jpg": 1486 }, "im_width_mean": 1486.0, "im_width_min": 1486, "im_width_max": 1486, "im_ar": { "jpg": 0.4432 }, "im_ar_mean": 0.4432, "im_ar_min": 0.4432, "im_ar_max": 0.4432, "im_kilobytes": { "jpg": 14597.34 }, "im_kilobytes_mean": 14597.34, "im_kilobytes_min": 14597.34, "im_kilobytes_max": 14597.34, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 169.98 }, "im_clarity_mean": 169.98, "im_clarity_min": 169.98, "im_clarity_max": 169.98, "im_luma": { "jpg": 224.54 }, "im_luma_mean": 224.54, "im_luma_min": 224.54, "im_luma_max": 224.54, "im_saturation": { "jpg": 39.09 }, "im_saturation_mean": 39.09, "im_saturation_min": 39.09, "im_saturation_max": 39.09, "im_entropy": { "jpg": 1.98 }, "im_entropy_mean": 1.98, "im_entropy_min": 1.98, "im_entropy_max": 1.98, "unifilter_score_qwen2_5_1_5b": -0.480712890625, "unifilter_score_qwen3_0_6b": -0.2374267578125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 7.00000615408328e-27, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 6.598657570737142e-30, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8843561410903931, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006191891618072987, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.004828299395740032, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9891996383666992, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7324128150939941, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997292160987854, "text_quality_nvidia_edu_nemotron4_score": 2.36328125, "text_quality_nvidia_edu_mixtral_score": 2.359375, "text_quality_dclmbaseline_fasttext_score": 0.9172669053077698, "text_quality_dolma3_fasttext_score": 0.9717492461204529, "custom_fasttext_val_fasttext_score": 0.0019287467002868652, "custom_fasttext_core_fasttext_score": 0.00013720989227294922, "custom_fasttext_val_clean_fasttext_score": 0.0025272369384765625, "custom_fasttext_core_clean_fasttext_score": 0.0023773908615112305, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.2109375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.21875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0078125, "within_sample_repetition_detection": 6.0 }, "173": { "detoxify": 1, "length_chars": 304, "length_tokens": 1936, "length_tokens_text_only": 144, "length_tokens_trainable_only": 79, "length_images": 1, "iqa_live_mean": 0.6061261494954426, "iqa_live_min": 0.6061261494954426, "iqa_live_max": 0.6061261494954426, "iqa_csiq_mean": 0.731022298336029, "iqa_csiq_min": 0.731022298336029, "iqa_csiq_max": 0.731022298336029, "iqa_tid2013_mean": 0.45875024795532227, "iqa_tid2013_min": 0.45875024795532227, "iqa_tid2013_max": 0.45875024795532227, "iqa_kadid10k_mean": 0.613677978515625, "iqa_kadid10k_min": 0.613677978515625, "iqa_kadid10k_max": 0.613677978515625, "iqa_flive_mean": 0.7112423675228852, "iqa_flive_min": 0.7112423675228852, "iqa_flive_max": 0.7112423675228852, "iqa_spaq_mean": 0.5174662272135417, "iqa_spaq_min": 0.5174662272135417, "iqa_spaq_max": 0.5174662272135417, "iqa_clive_mean": 0.4875981879956795, "iqa_clive_min": 0.4875981879956795, "iqa_clive_max": 0.4875981879956795, "iqa_koniq10k_mean": 0.6639157690183082, "iqa_koniq10k_min": 0.6639157690183082, "iqa_koniq10k_max": 0.6639157690183082, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.999999999244906 }, { "lang": "la", "score": 7.524837974817832e-10 }, { "lang": "de", "score": 2.515496870444166e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.83232581615448 }, { "lang": "fr", "score": 0.007255573756992817 }, { "lang": "es", "score": 0.007027429062873125 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.6061261494954426, "iqa_v2_live_min": 0.6061261494954426, "iqa_v2_live_max": 0.6061261494954426, "iqa_v2_csiq_mean": 0.731022298336029, "iqa_v2_csiq_min": 0.731022298336029, "iqa_v2_csiq_max": 0.731022298336029, "iqa_v2_tid2013_mean": 0.45875024795532227, "iqa_v2_tid2013_min": 0.45875024795532227, "iqa_v2_tid2013_max": 0.45875024795532227, "iqa_v2_kadid10k_mean": 0.6135711669921875, "iqa_v2_kadid10k_min": 0.6135711669921875, "iqa_v2_kadid10k_max": 0.6135711669921875, "iqa_v2_flive_mean": 0.7112423675228852, "iqa_v2_flive_min": 0.7112423675228852, "iqa_v2_flive_max": 0.7112423675228852, "iqa_v2_spaq_mean": 0.5175254128196023, "iqa_v2_spaq_min": 0.5175254128196023, "iqa_v2_spaq_max": 0.5175254128196023, "iqa_v2_clive_mean": 0.4876475093340633, "iqa_v2_clive_min": 0.4876475093340633, "iqa_v2_clive_max": 0.4876475093340633, "iqa_v2_koniq10k_mean": 0.6639157690183082, "iqa_v2_koniq10k_min": 0.6639157690183082, "iqa_v2_koniq10k_max": 0.6639157690183082, "imdecont": { "jpg": 0.5325120687484741 }, "imdecont_image_match": { "jpg": 202413 }, "imdecont_max": 0.5325120687484741, "imdecont_mean": 0.5325120687484741, "imdecont_min": 0.5325120687484741, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.390625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.390625, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.390625, "clip_score_dfn_public_prev_turn_only_min": 1.8759765625, "clip_score_dfn_public_prev_turn_only_mean": 1.8759765625, "clip_score_dfn_public_prev_turn_only_max": 1.8759765625, "clip_score_siglip2_b16_224_prev_turn_only_min": -2.5703125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.5703125, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.5703125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.765625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.765625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.765625, "clip_score_clip_vitl14_224_next_turn_only_min": 28.046875, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.046875, "clip_score_clip_vitl14_224_next_turn_only_max": 28.046875, "clip_score_dfn_public_next_turn_only_min": 4.08203125, "clip_score_dfn_public_next_turn_only_mean": 4.08203125, "clip_score_dfn_public_next_turn_only_max": 4.08203125, "clip_score_siglip2_b16_224_next_turn_only_min": 2.59375, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.59375, "clip_score_siglip2_b16_224_next_turn_only_max": 2.59375, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.59375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.59375, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.875, "clip_score_dfn_public_prev_and_next_turn_min": 3.34765625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.34765625, "clip_score_dfn_public_prev_and_next_turn_max": 3.34765625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.7109375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.7109375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.7109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.171875, "im_height": { "jpg": 853 }, "im_height_mean": 853.0, "im_height_min": 853, "im_height_max": 853, "im_width": { "jpg": 519 }, "im_width_mean": 519.0, "im_width_min": 519, "im_width_max": 519, "im_ar": { "jpg": 0.6084 }, "im_ar_mean": 0.6084, "im_ar_min": 0.6084, "im_ar_max": 0.6084, "im_kilobytes": { "jpg": 1296.99 }, "im_kilobytes_mean": 1296.99, "im_kilobytes_min": 1296.99, "im_kilobytes_max": 1296.99, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 511.89 }, "im_clarity_mean": 511.89, "im_clarity_min": 511.89, "im_clarity_max": 511.89, "im_luma": { "jpg": 222.49 }, "im_luma_mean": 222.49, "im_luma_min": 222.49, "im_luma_max": 222.49, "im_saturation": { "jpg": 34.11 }, "im_saturation_mean": 34.11, "im_saturation_min": 34.11, "im_saturation_max": 34.11, "im_entropy": { "jpg": 1.53 }, "im_entropy_mean": 1.53, "im_entropy_min": 1.53, "im_entropy_max": 1.53, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.999999999244906, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 7.524837974817832e-10, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 2.515496870444166e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.83232581615448, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.007255573756992817, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.007027429062873125, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9911811351776123, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.4865356385707855, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995144605636597, "text_quality_nvidia_edu_nemotron4_score": 2.220703125, "text_quality_nvidia_edu_mixtral_score": 2.021484375, "text_quality_dclmbaseline_fasttext_score": 0.9999685287475586, "text_quality_dolma3_fasttext_score": 0.9997254014015198, "custom_fasttext_val_fasttext_score": 0.0014001727104187012, "custom_fasttext_core_fasttext_score": 1.2040138244628906e-05, "custom_fasttext_val_clean_fasttext_score": 0.0006808042526245117, "custom_fasttext_core_clean_fasttext_score": 0.0006111860275268555, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.328125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.203125, "within_sample_repetition_detection": 8.0 }, "162": { "detoxify": 1, "length_chars": 908, "length_tokens": 2893, "length_tokens_text_only": 333, "length_tokens_trainable_only": 215, "length_images": 1, "iqa_live_mean": 0.21597459581163192, "iqa_live_min": 0.21597459581163192, "iqa_live_max": 0.21597459581163192, "iqa_csiq_mean": 0.37308162450790405, "iqa_csiq_min": 0.37308162450790405, "iqa_csiq_max": 0.37308162450790405, "iqa_tid2013_mean": 0.23354408476087782, "iqa_tid2013_min": 0.23354408476087782, "iqa_tid2013_max": 0.23354408476087782, "iqa_kadid10k_mean": 0.1065673828125, "iqa_kadid10k_min": 0.1065673828125, "iqa_kadid10k_max": 0.1065673828125, "iqa_flive_mean": 0.5498234912602589, "iqa_flive_min": 0.5498234912602589, "iqa_flive_max": 0.5498234912602589, "iqa_spaq_mean": 0.13214820322364268, "iqa_spaq_min": 0.13214820322364268, "iqa_spaq_max": 0.13214820322364268, "iqa_clive_mean": 0.3022584626168916, "iqa_clive_min": 0.3022584626168916, "iqa_clive_max": 0.3022584626168916, "iqa_koniq10k_mean": 0.6265105045203008, "iqa_koniq10k_min": 0.6265105045203008, "iqa_koniq10k_max": 0.6265105045203008, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999833 }, { "lang": "la", "score": 1.6636236653368067e-14 }, { "lang": "sq", "score": 3.078383432891377e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8503838181495667 }, { "lang": "ru", "score": 0.007033251691609621 }, { "lang": "es", "score": 0.006580757908523083 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.2161324240944602, "iqa_v2_live_min": 0.2161324240944602, "iqa_v2_live_max": 0.2161324240944602, "iqa_v2_csiq_mean": 0.37308162450790405, "iqa_v2_csiq_min": 0.37308162450790405, "iqa_v2_csiq_max": 0.37308162450790405, "iqa_v2_tid2013_mean": 0.23354408476087782, "iqa_v2_tid2013_min": 0.23354408476087782, "iqa_v2_tid2013_max": 0.23354408476087782, "iqa_v2_kadid10k_mean": 0.1065673828125, "iqa_v2_kadid10k_min": 0.1065673828125, "iqa_v2_kadid10k_max": 0.1065673828125, "iqa_v2_flive_mean": 0.5498234912602589, "iqa_v2_flive_min": 0.5498234912602589, "iqa_v2_flive_max": 0.5498234912602589, "iqa_v2_spaq_mean": 0.13246385978929925, "iqa_v2_spaq_min": 0.13246385978929925, "iqa_v2_spaq_max": 0.13246385978929925, "iqa_v2_clive_mean": 0.3022584626168916, "iqa_v2_clive_min": 0.3022584626168916, "iqa_v2_clive_max": 0.3022584626168916, "iqa_v2_koniq10k_mean": 0.6265105045203008, "iqa_v2_koniq10k_min": 0.6265105045203008, "iqa_v2_koniq10k_max": 0.6265105045203008, "imdecont": { "jpg": 0.4707256555557251 }, "imdecont_image_match": { "jpg": 264727 }, "imdecont_max": 0.4707256555557251, "imdecont_mean": 0.4707256555557251, "imdecont_min": 0.4707256555557251, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.546875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.546875, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.546875, "clip_score_dfn_public_prev_turn_only_min": 2.9609375, "clip_score_dfn_public_prev_turn_only_mean": 2.9609375, "clip_score_dfn_public_prev_turn_only_max": 2.9609375, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.3125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.3125, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.3125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.640625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.640625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.640625, "clip_score_clip_vitl14_224_next_turn_only_min": 27.34375, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.34375, "clip_score_clip_vitl14_224_next_turn_only_max": 27.34375, "clip_score_dfn_public_next_turn_only_min": 5.125, "clip_score_dfn_public_next_turn_only_mean": 5.125, "clip_score_dfn_public_next_turn_only_max": 5.125, "clip_score_siglip2_b16_224_next_turn_only_min": 1.234375, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.234375, "clip_score_siglip2_b16_224_next_turn_only_max": 1.234375, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.734375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.734375, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.609375, "clip_score_dfn_public_prev_and_next_turn_min": 2.859375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.859375, "clip_score_dfn_public_prev_and_next_turn_max": 2.859375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.484375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.484375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.046875, "im_height": { "jpg": 2670 }, "im_height_mean": 2670.0, "im_height_min": 2670, "im_height_max": 2670, "im_width": { "jpg": 2834 }, "im_width_mean": 2834.0, "im_width_min": 2834, "im_width_max": 2834, "im_ar": { "jpg": 1.0614 }, "im_ar_mean": 1.0614, "im_ar_min": 1.0614, "im_ar_max": 1.0614, "im_kilobytes": { "jpg": 22168.3 }, "im_kilobytes_mean": 22168.3, "im_kilobytes_min": 22168.3, "im_kilobytes_max": 22168.3, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 125.32 }, "im_clarity_mean": 125.32, "im_clarity_min": 125.32, "im_clarity_max": 125.32, "im_luma": { "jpg": 216.23 }, "im_luma_mean": 216.23, "im_luma_min": 216.23, "im_luma_max": 216.23, "im_saturation": { "jpg": 93.47 }, "im_saturation_mean": 93.47, "im_saturation_min": 93.47, "im_saturation_max": 93.47, "im_entropy": { "jpg": 1.78 }, "im_entropy_mean": 1.78, "im_entropy_min": 1.78, "im_entropy_max": 1.78, "unifilter_score_qwen2_5_1_5b": 0.10888671875, "unifilter_score_qwen3_0_6b": -0.2342529296875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999833, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.6636236653368067e-14, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 3.078383432891377e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8503838181495667, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007033251691609621, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.006580757908523083, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9909384250640869, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6063979268074036, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997853636741638, "text_quality_nvidia_edu_nemotron4_score": 2.267578125, "text_quality_nvidia_edu_mixtral_score": 1.9521484375, "text_quality_dclmbaseline_fasttext_score": 0.999073326587677, "text_quality_dolma3_fasttext_score": 0.999518871307373, "custom_fasttext_val_fasttext_score": 0.0007383227348327637, "custom_fasttext_core_fasttext_score": 6.9141387939453125e-06, "custom_fasttext_val_clean_fasttext_score": 0.002133190631866455, "custom_fasttext_core_clean_fasttext_score": 0.00024336576461791992, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.1953125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.4765625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.28125, "within_sample_repetition_detection": 6.0 }, "170": { "detoxify": 1, "length_chars": 388, "length_tokens": 1461, "length_tokens_text_only": 181, "length_tokens_trainable_only": 85, "length_images": 1, "iqa_live_mean": 0.5767700888893821, "iqa_live_min": 0.5767700888893821, "iqa_live_max": 0.5767700888893821, "iqa_csiq_mean": 0.692692220211029, "iqa_csiq_min": 0.692692220211029, "iqa_csiq_max": 0.692692220211029, "iqa_tid2013_mean": 0.4939573605855306, "iqa_tid2013_min": 0.4939573605855306, "iqa_tid2013_max": 0.4939573605855306, "iqa_kadid10k_mean": 0.4951171875, "iqa_kadid10k_min": 0.4951171875, "iqa_kadid10k_max": 0.4951171875, "iqa_flive_mean": 0.6954595392400569, "iqa_flive_min": 0.6954595392400569, "iqa_flive_max": 0.6954595392400569, "iqa_spaq_mean": 0.5102258547387942, "iqa_spaq_min": 0.5102258547387942, "iqa_spaq_max": 0.5102258547387942, "iqa_clive_mean": 0.4002303691825482, "iqa_clive_min": 0.4002303691825482, "iqa_clive_max": 0.4002303691825482, "iqa_koniq10k_mean": 0.6421354659880051, "iqa_koniq10k_min": 0.6421354659880051, "iqa_koniq10k_max": 0.6421354659880051, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999998057 }, { "lang": "la", "score": 1.943907471744133e-13 }, { "lang": "tl", "score": 6.181032220195477e-19 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8733780384063721 }, { "lang": "es", "score": 0.0067460741847753525 }, { "lang": "id", "score": 0.004966099746525288 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5767700888893821, "iqa_v2_live_min": 0.5767700888893821, "iqa_v2_live_max": 0.5767700888893821, "iqa_v2_csiq_mean": 0.692692220211029, "iqa_v2_csiq_min": 0.692692220211029, "iqa_v2_csiq_max": 0.692692220211029, "iqa_v2_tid2013_mean": 0.4939471880594889, "iqa_v2_tid2013_min": 0.4939471880594889, "iqa_v2_tid2013_max": 0.4939471880594889, "iqa_v2_kadid10k_mean": 0.4952392578125, "iqa_v2_kadid10k_min": 0.4952392578125, "iqa_v2_kadid10k_max": 0.4952392578125, "iqa_v2_flive_mean": 0.6954595392400569, "iqa_v2_flive_min": 0.6954595392400569, "iqa_v2_flive_max": 0.6954595392400569, "iqa_v2_spaq_mean": 0.5102061262034407, "iqa_v2_spaq_min": 0.5102061262034407, "iqa_v2_spaq_max": 0.5102061262034407, "iqa_v2_clive_mean": 0.4002303691825482, "iqa_v2_clive_min": 0.4002303691825482, "iqa_v2_clive_max": 0.4002303691825482, "iqa_v2_koniq10k_mean": 0.6422932942708334, "iqa_v2_koniq10k_min": 0.6422932942708334, "iqa_v2_koniq10k_max": 0.6422932942708334, "imdecont": { "jpg": 0.4921168088912964 }, "imdecont_image_match": { "jpg": 89846 }, "imdecont_max": 0.4921168088912964, "imdecont_mean": 0.4921168088912964, "imdecont_min": 0.4921168088912964, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.15625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.15625, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.15625, "clip_score_dfn_public_prev_turn_only_min": 2.55859375, "clip_score_dfn_public_prev_turn_only_mean": 2.55859375, "clip_score_dfn_public_prev_turn_only_max": 2.55859375, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.25, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.25, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.25, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.71875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.71875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.71875, "clip_score_clip_vitl14_224_next_turn_only_min": 30.109375, "clip_score_clip_vitl14_224_next_turn_only_mean": 30.109375, "clip_score_clip_vitl14_224_next_turn_only_max": 30.109375, "clip_score_dfn_public_next_turn_only_min": 2.255859375, "clip_score_dfn_public_next_turn_only_mean": 2.255859375, "clip_score_dfn_public_next_turn_only_max": 2.255859375, "clip_score_siglip2_b16_224_next_turn_only_min": 1.84375, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.84375, "clip_score_siglip2_b16_224_next_turn_only_max": 1.84375, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.96875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.96875, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.96875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 31.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 31.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 31.296875, "clip_score_dfn_public_prev_and_next_turn_min": 2.87109375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.87109375, "clip_score_dfn_public_prev_and_next_turn_max": 2.87109375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.6328125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.6328125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.6328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.8125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.8125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.8125, "im_height": { "jpg": 623 }, "im_height_mean": 623.0, "im_height_min": 623, "im_height_max": 623, "im_width": { "jpg": 679 }, "im_width_mean": 679.0, "im_width_min": 679, "im_width_max": 679, "im_ar": { "jpg": 1.0899 }, "im_ar_mean": 1.0899, "im_ar_min": 1.0899, "im_ar_max": 1.0899, "im_kilobytes": { "jpg": 1239.31 }, "im_kilobytes_mean": 1239.31, "im_kilobytes_min": 1239.31, "im_kilobytes_max": 1239.31, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 410.07 }, "im_clarity_mean": 410.07, "im_clarity_min": 410.07, "im_clarity_max": 410.07, "im_luma": { "jpg": 242.84 }, "im_luma_mean": 242.84, "im_luma_min": 242.84, "im_luma_max": 242.84, "im_saturation": { "jpg": 53.18 }, "im_saturation_mean": 53.18, "im_saturation_min": 53.18, "im_saturation_max": 53.18, "im_entropy": { "jpg": 1.56 }, "im_entropy_mean": 1.56, "im_entropy_min": 1.56, "im_entropy_max": 1.56, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999998057, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.943907471744133e-13, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 6.181032220195477e-19, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8733780384063721, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.0067460741847753525, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.004966099746525288, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9933660626411438, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.8054537773132324, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997456669807434, "text_quality_nvidia_edu_nemotron4_score": 1.90625, "text_quality_nvidia_edu_mixtral_score": 1.6826171875, "text_quality_dclmbaseline_fasttext_score": 0.9999576807022095, "text_quality_dolma3_fasttext_score": 0.9998007416725159, "custom_fasttext_val_fasttext_score": 0.0007911324501037598, "custom_fasttext_core_fasttext_score": 8.022785186767578e-05, "custom_fasttext_val_clean_fasttext_score": 0.0010715723037719727, "custom_fasttext_core_clean_fasttext_score": 0.0003044605255126953, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.265625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.53125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.265625, "within_sample_repetition_detection": 4.0 }, "168": { "detoxify": 1, "length_chars": 1030, "length_tokens": 2250, "length_tokens_text_only": 458, "length_tokens_trainable_only": 314, "length_images": 1, "iqa_live_mean": 0.4726823363641295, "iqa_live_min": 0.4726823363641295, "iqa_live_max": 0.4726823363641295, "iqa_csiq_mean": 0.574650228023529, "iqa_csiq_min": 0.574650228023529, "iqa_csiq_max": 0.574650228023529, "iqa_tid2013_mean": 0.3270770708719889, "iqa_tid2013_min": 0.3270770708719889, "iqa_tid2013_max": 0.3270770708719889, "iqa_kadid10k_mean": 0.447998046875, "iqa_kadid10k_min": 0.447998046875, "iqa_kadid10k_max": 0.447998046875, "iqa_flive_mean": 0.6316673201744003, "iqa_flive_min": 0.6316673201744003, "iqa_flive_max": 0.6316673201744003, "iqa_spaq_mean": 0.3703110820115215, "iqa_spaq_min": 0.3703110820115215, "iqa_spaq_max": 0.3703110820115215, "iqa_clive_mean": 0.3991255712027502, "iqa_clive_min": 0.3991255712027502, "iqa_clive_max": 0.3991255712027502, "iqa_koniq10k_mean": 0.6904309205334597, "iqa_koniq10k_min": 0.6904309205334597, "iqa_koniq10k_max": 0.6904309205334597, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999952 }, { "lang": "la", "score": 4.712822139544079e-15 }, { "lang": "eo", "score": 6.528747554137675e-26 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8571833372116089 }, { "lang": "tr", "score": 0.005970429629087448 }, { "lang": "vi", "score": 0.005388581659644842 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4726823363641295, "iqa_v2_live_min": 0.4726823363641295, "iqa_v2_live_max": 0.4726823363641295, "iqa_v2_csiq_mean": 0.574650228023529, "iqa_v2_csiq_min": 0.574650228023529, "iqa_v2_csiq_max": 0.574650228023529, "iqa_v2_tid2013_mean": 0.3270770708719889, "iqa_v2_tid2013_min": 0.3270770708719889, "iqa_v2_tid2013_max": 0.3270770708719889, "iqa_v2_kadid10k_mean": 0.447998046875, "iqa_v2_kadid10k_min": 0.447998046875, "iqa_v2_kadid10k_max": 0.447998046875, "iqa_v2_flive_mean": 0.6316673201744003, "iqa_v2_flive_min": 0.6316673201744003, "iqa_v2_flive_max": 0.6316673201744003, "iqa_v2_spaq_mean": 0.3703110820115215, "iqa_v2_spaq_min": 0.3703110820115215, "iqa_v2_spaq_max": 0.3703110820115215, "iqa_v2_clive_mean": 0.3991255712027502, "iqa_v2_clive_min": 0.3991255712027502, "iqa_v2_clive_max": 0.3991255712027502, "iqa_v2_koniq10k_mean": 0.6904309205334597, "iqa_v2_koniq10k_min": 0.6904309205334597, "iqa_v2_koniq10k_max": 0.6904309205334597, "imdecont": { "jpg": 0.49120354652404785 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.49120354652404785, "imdecont_mean": 0.49120354652404785, "imdecont_min": 0.49120354652404785, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.65625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.65625, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.65625, "clip_score_dfn_public_prev_turn_only_min": 3.251953125, "clip_score_dfn_public_prev_turn_only_mean": 3.251953125, "clip_score_dfn_public_prev_turn_only_max": 3.251953125, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.109375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.109375, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.109375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.203125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.203125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.203125, "clip_score_clip_vitl14_224_next_turn_only_min": 24.859375, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.859375, "clip_score_clip_vitl14_224_next_turn_only_max": 24.859375, "clip_score_dfn_public_next_turn_only_min": 2.701171875, "clip_score_dfn_public_next_turn_only_mean": 2.701171875, "clip_score_dfn_public_next_turn_only_max": 2.701171875, "clip_score_siglip2_b16_224_next_turn_only_min": -0.21875, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.21875, "clip_score_siglip2_b16_224_next_turn_only_max": -0.21875, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.46875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.46875, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.65625, "clip_score_dfn_public_prev_and_next_turn_min": 3.251953125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.251953125, "clip_score_dfn_public_prev_and_next_turn_max": 3.251953125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.203125, "im_height": { "jpg": 2364 }, "im_height_mean": 2364.0, "im_height_min": 2364, "im_height_max": 2364, "im_width": { "jpg": 1665 }, "im_width_mean": 1665.0, "im_width_min": 1665, "im_width_max": 1665, "im_ar": { "jpg": 0.7043 }, "im_ar_mean": 0.7043, "im_ar_min": 0.7043, "im_ar_max": 0.7043, "im_kilobytes": { "jpg": 11531.43 }, "im_kilobytes_mean": 11531.43, "im_kilobytes_min": 11531.43, "im_kilobytes_max": 11531.43, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 194.92 }, "im_clarity_mean": 194.92, "im_clarity_min": 194.92, "im_clarity_max": 194.92, "im_luma": { "jpg": 233.04 }, "im_luma_mean": 233.04, "im_luma_min": 233.04, "im_luma_max": 233.04, "im_saturation": { "jpg": 32.84 }, "im_saturation_mean": 32.84, "im_saturation_min": 32.84, "im_saturation_max": 32.84, "im_entropy": { "jpg": 1.59 }, "im_entropy_mean": 1.59, "im_entropy_min": 1.59, "im_entropy_max": 1.59, "unifilter_score_qwen2_5_1_5b": 0.5791015625, "unifilter_score_qwen3_0_6b": 0.53759765625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999952, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.712822139544079e-15, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 6.528747554137675e-26, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8571833372116089, "language_detection_annotation_nllb_1_lan": "tr", "language_detection_annotation_nllb_1_score": 0.005970429629087448, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.005388581659644842, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.993736743927002, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5075592398643494, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997500777244568, "text_quality_nvidia_edu_nemotron4_score": 2.275390625, "text_quality_nvidia_edu_mixtral_score": 1.9931640625, "text_quality_dclmbaseline_fasttext_score": 0.999854326248169, "text_quality_dolma3_fasttext_score": 0.9999806880950928, "custom_fasttext_val_fasttext_score": 0.0011630654335021973, "custom_fasttext_core_fasttext_score": 4.220008850097656e-05, "custom_fasttext_val_clean_fasttext_score": 0.000698089599609375, "custom_fasttext_core_clean_fasttext_score": 3.2782554626464844e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.078125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.328125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.25, "within_sample_repetition_detection": 6.0 }, "165": { "detoxify": 1, "length_chars": 441, "length_tokens": 1993, "length_tokens_text_only": 201, "length_tokens_trainable_only": 93, "length_images": 1, "iqa_live_mean": 0.3133546463166824, "iqa_live_min": 0.3133546463166824, "iqa_live_max": 0.3133546463166824, "iqa_csiq_mean": 0.503178060054779, "iqa_csiq_min": 0.503178060054779, "iqa_csiq_max": 0.503178060054779, "iqa_tid2013_mean": 0.31101804309421116, "iqa_tid2013_min": 0.31101804309421116, "iqa_tid2013_max": 0.31101804309421116, "iqa_kadid10k_mean": 0.1763916015625, "iqa_kadid10k_min": 0.1763916015625, "iqa_kadid10k_max": 0.1763916015625, "iqa_flive_mean": 0.6113765215632891, "iqa_flive_min": 0.6113765215632891, "iqa_flive_max": 0.6113765215632891, "iqa_spaq_mean": 0.3089158799913195, "iqa_spaq_min": 0.3089158799913195, "iqa_spaq_max": 0.3089158799913195, "iqa_clive_mean": 0.32348636665729563, "iqa_clive_min": 0.32348636665729563, "iqa_clive_max": 0.32348636665729563, "iqa_koniq10k_mean": 0.5594334843182805, "iqa_koniq10k_min": 0.5594334843182805, "iqa_koniq10k_max": 0.5594334843182805, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.999999999842909 }, { "lang": "la", "score": 1.556111383122325e-10 }, { "lang": "de", "score": 1.0376875671400727e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8876063823699951 }, { "lang": "ru", "score": 0.007084717508405447 }, { "lang": "es", "score": 0.005923365708440542 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3133546463166824, "iqa_v2_live_min": 0.3133546463166824, "iqa_v2_live_max": 0.3133546463166824, "iqa_v2_csiq_mean": 0.503178060054779, "iqa_v2_csiq_min": 0.503178060054779, "iqa_v2_csiq_max": 0.503178060054779, "iqa_v2_tid2013_mean": 0.31101804309421116, "iqa_v2_tid2013_min": 0.31101804309421116, "iqa_v2_tid2013_max": 0.31101804309421116, "iqa_v2_kadid10k_mean": 0.1763916015625, "iqa_v2_kadid10k_min": 0.1763916015625, "iqa_v2_kadid10k_max": 0.1763916015625, "iqa_v2_flive_mean": 0.6113765215632891, "iqa_v2_flive_min": 0.6113765215632891, "iqa_v2_flive_max": 0.6113765215632891, "iqa_v2_spaq_mean": 0.3089158799913195, "iqa_v2_spaq_min": 0.3089158799913195, "iqa_v2_spaq_max": 0.3089158799913195, "iqa_v2_clive_mean": 0.32348636665729563, "iqa_v2_clive_min": 0.32348636665729563, "iqa_v2_clive_max": 0.32348636665729563, "iqa_v2_koniq10k_mean": 0.5594334843182805, "iqa_v2_koniq10k_min": 0.5594334843182805, "iqa_v2_koniq10k_max": 0.5594334843182805, "imdecont": { "jpg": 0.5119484663009644 }, "imdecont_image_match": { "jpg": 145933 }, "imdecont_max": 0.5119484663009644, "imdecont_mean": 0.5119484663009644, "imdecont_min": 0.5119484663009644, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.703125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.703125, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.703125, "clip_score_dfn_public_prev_turn_only_min": 3.02734375, "clip_score_dfn_public_prev_turn_only_mean": 3.02734375, "clip_score_dfn_public_prev_turn_only_max": 3.02734375, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.5, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.5, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.5, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.125, "clip_score_clip_vitl14_224_next_turn_only_min": 24.796875, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.796875, "clip_score_clip_vitl14_224_next_turn_only_max": 24.796875, "clip_score_dfn_public_next_turn_only_min": 2.919921875, "clip_score_dfn_public_next_turn_only_mean": 2.919921875, "clip_score_dfn_public_next_turn_only_max": 2.919921875, "clip_score_siglip2_b16_224_next_turn_only_min": 1.078125, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.078125, "clip_score_siglip2_b16_224_next_turn_only_max": 1.078125, "clip_score_longclip_vitl14_224_next_turn_only_min": 19.640625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 19.640625, "clip_score_longclip_vitl14_224_next_turn_only_max": 19.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.3125, "clip_score_dfn_public_prev_and_next_turn_min": 3.12109375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.12109375, "clip_score_dfn_public_prev_and_next_turn_max": 3.12109375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.25, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.25, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.265625, "im_height": { "jpg": 1416 }, "im_height_mean": 1416.0, "im_height_min": 1416, "im_height_max": 1416, "im_width": { "jpg": 2035 }, "im_width_mean": 2035.0, "im_width_min": 2035, "im_width_max": 2035, "im_ar": { "jpg": 1.4371 }, "im_ar_mean": 1.4371, "im_ar_min": 1.4371, "im_ar_max": 1.4371, "im_kilobytes": { "jpg": 8442.07 }, "im_kilobytes_mean": 8442.07, "im_kilobytes_min": 8442.07, "im_kilobytes_max": 8442.07, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 112.48 }, "im_clarity_mean": 112.48, "im_clarity_min": 112.48, "im_clarity_max": 112.48, "im_luma": { "jpg": 166.79 }, "im_luma_mean": 166.79, "im_luma_min": 166.79, "im_luma_max": 166.79, "im_saturation": { "jpg": 99.22 }, "im_saturation_mean": 99.22, "im_saturation_min": 99.22, "im_saturation_max": 99.22, "im_entropy": { "jpg": 1.23 }, "im_entropy_mean": 1.23, "im_entropy_min": 1.23, "im_entropy_max": 1.23, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.999999999842909, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.556111383122325e-10, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 1.0376875671400727e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8876063823699951, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007084717508405447, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.005923365708440542, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9920742511749268, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6998639106750488, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995805621147156, "text_quality_nvidia_edu_nemotron4_score": 2.376953125, "text_quality_nvidia_edu_mixtral_score": 2.228515625, "text_quality_dclmbaseline_fasttext_score": 0.9908440709114075, "text_quality_dolma3_fasttext_score": 0.9903257489204407, "custom_fasttext_val_fasttext_score": 0.00243222713470459, "custom_fasttext_core_fasttext_score": 0.0002879500389099121, "custom_fasttext_val_clean_fasttext_score": 0.0065760016441345215, "custom_fasttext_core_clean_fasttext_score": 0.001304328441619873, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.8203125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.171875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.3515625, "within_sample_repetition_detection": 6.0 }, "164": { "detoxify": 1, "length_chars": 246, "length_tokens": 885, "length_tokens_text_only": 117, "length_tokens_trainable_only": 52, "length_images": 1, "iqa_live_mean": 0.42162488686918, "iqa_live_min": 0.42162488686918, "iqa_live_max": 0.42162488686918, "iqa_csiq_mean": 0.622135579586029, "iqa_csiq_min": 0.622135579586029, "iqa_csiq_max": 0.622135579586029, "iqa_tid2013_mean": 0.31492429309421116, "iqa_tid2013_min": 0.31492429309421116, "iqa_tid2013_max": 0.31492429309421116, "iqa_kadid10k_mean": 0.2015380859375, "iqa_kadid10k_min": 0.2015380859375, "iqa_kadid10k_max": 0.2015380859375, "iqa_flive_mean": 0.672396881411774, "iqa_flive_min": 0.672396881411774, "iqa_flive_max": 0.672396881411774, "iqa_spaq_mean": 0.35626436483980434, "iqa_spaq_min": 0.35626436483980434, "iqa_spaq_max": 0.35626436483980434, "iqa_clive_mean": 0.46490050807143707, "iqa_clive_min": 0.46490050807143707, "iqa_clive_max": 0.46490050807143707, "iqa_koniq10k_mean": 0.4989852519950482, "iqa_koniq10k_min": 0.4989852519950482, "iqa_koniq10k_max": 0.4989852519950482, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999997909805155 }, { "lang": "la", "score": 2.0890917271969607e-07 }, { "lang": "fr", "score": 4.7825213185314805e-11 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8517615795135498 }, { "lang": "es", "score": 0.00853145681321621 }, { "lang": "fr", "score": 0.007170308381319046 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.42162488686918, "iqa_v2_live_min": 0.42162488686918, "iqa_v2_live_max": 0.42162488686918, "iqa_v2_csiq_mean": 0.622135579586029, "iqa_v2_csiq_min": 0.622135579586029, "iqa_v2_csiq_max": 0.622135579586029, "iqa_v2_tid2013_mean": 0.31492429309421116, "iqa_v2_tid2013_min": 0.31492429309421116, "iqa_v2_tid2013_max": 0.31492429309421116, "iqa_v2_kadid10k_mean": 0.2015380859375, "iqa_v2_kadid10k_min": 0.2015380859375, "iqa_v2_kadid10k_max": 0.2015380859375, "iqa_v2_flive_mean": 0.6723771528764205, "iqa_v2_flive_min": 0.6723771528764205, "iqa_v2_flive_max": 0.6723771528764205, "iqa_v2_spaq_mean": 0.35626436483980434, "iqa_v2_spaq_min": 0.35626436483980434, "iqa_v2_spaq_max": 0.35626436483980434, "iqa_v2_clive_mean": 0.46483145819769967, "iqa_v2_clive_min": 0.46483145819769967, "iqa_v2_clive_max": 0.46483145819769967, "iqa_v2_koniq10k_mean": 0.49914308027787646, "iqa_v2_koniq10k_min": 0.49914308027787646, "iqa_v2_koniq10k_max": 0.49914308027787646, "imdecont": { "jpg": 0.5730704069137573 }, "imdecont_image_match": { "jpg": 202914 }, "imdecont_max": 0.5730704069137573, "imdecont_mean": 0.5730704069137573, "imdecont_min": 0.5730704069137573, "clip_score_clip_vitl14_224_prev_turn_only_min": 23.8125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 23.8125, "clip_score_clip_vitl14_224_prev_turn_only_max": 23.8125, "clip_score_dfn_public_prev_turn_only_min": 3.943359375, "clip_score_dfn_public_prev_turn_only_mean": 3.943359375, "clip_score_dfn_public_prev_turn_only_max": 3.943359375, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.1875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.1875, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.1875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.5625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.5625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.5625, "clip_score_clip_vitl14_224_next_turn_only_min": 20.953125, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.953125, "clip_score_clip_vitl14_224_next_turn_only_max": 20.953125, "clip_score_dfn_public_next_turn_only_min": 3.369140625, "clip_score_dfn_public_next_turn_only_mean": 3.369140625, "clip_score_dfn_public_next_turn_only_max": 3.369140625, "clip_score_siglip2_b16_224_next_turn_only_min": 2.9375, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.9375, "clip_score_siglip2_b16_224_next_turn_only_max": 2.9375, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.734375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.734375, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.296875, "clip_score_dfn_public_prev_and_next_turn_min": 4.171875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.171875, "clip_score_dfn_public_prev_and_next_turn_max": 4.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.359375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.359375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.359375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 19.0625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 19.0625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 19.0625, "im_height": { "jpg": 620 }, "im_height_mean": 620.0, "im_height_min": 620, "im_height_max": 620, "im_width": { "jpg": 1248 }, "im_width_mean": 1248.0, "im_width_min": 1248, "im_width_max": 1248, "im_ar": { "jpg": 2.0129 }, "im_ar_mean": 2.0129, "im_ar_min": 2.0129, "im_ar_max": 2.0129, "im_kilobytes": { "jpg": 2266.88 }, "im_kilobytes_mean": 2266.88, "im_kilobytes_min": 2266.88, "im_kilobytes_max": 2266.88, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 562.64 }, "im_clarity_mean": 562.64, "im_clarity_min": 562.64, "im_clarity_max": 562.64, "im_luma": { "jpg": 213.61 }, "im_luma_mean": 213.61, "im_luma_min": 213.61, "im_luma_max": 213.61, "im_saturation": { "jpg": 94.64 }, "im_saturation_mean": 94.64, "im_saturation_min": 94.64, "im_saturation_max": 94.64, "im_entropy": { "jpg": 1.56 }, "im_entropy_mean": 1.56, "im_entropy_min": 1.56, "im_entropy_max": 1.56, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999997909805155, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.0890917271969607e-07, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 4.7825213185314805e-11, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8517615795135498, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.00853145681321621, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.007170308381319046, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9709105491638184, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7953222990036011, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9992690682411194, "text_quality_nvidia_edu_nemotron4_score": 2.546875, "text_quality_nvidia_edu_mixtral_score": 2.400390625, "text_quality_dclmbaseline_fasttext_score": 0.9999692440032959, "text_quality_dolma3_fasttext_score": 0.9999678134918213, "custom_fasttext_val_fasttext_score": 0.00026339292526245117, "custom_fasttext_core_fasttext_score": 1.1920928955078125e-07, "custom_fasttext_val_clean_fasttext_score": 0.0004073977470397949, "custom_fasttext_core_clean_fasttext_score": 0.00015461444854736328, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.78125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.734375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.046875, "within_sample_repetition_detection": 6.0 }, "177": { "detoxify": 1, "length_chars": 1377, "length_tokens": 3151, "length_tokens_text_only": 591, "length_tokens_trainable_only": 440, "length_images": 1, "iqa_live_mean": 0.36141335843789457, "iqa_live_min": 0.36141335843789457, "iqa_live_max": 0.36141335843789457, "iqa_csiq_mean": 0.511845052242279, "iqa_csiq_min": 0.511845052242279, "iqa_csiq_max": 0.511845052242279, "iqa_tid2013_mean": 0.24374373753865558, "iqa_tid2013_min": 0.24374373753865558, "iqa_tid2013_max": 0.24374373753865558, "iqa_kadid10k_mean": 0.2430419921875, "iqa_kadid10k_min": 0.2430419921875, "iqa_kadid10k_max": 0.2430419921875, "iqa_flive_mean": 0.5967379483309659, "iqa_flive_min": 0.5967379483309659, "iqa_flive_max": 0.5967379483309659, "iqa_spaq_mean": 0.31002067797111743, "iqa_spaq_min": 0.31002067797111743, "iqa_spaq_max": 0.31002067797111743, "iqa_clive_mean": 0.4290340307987098, "iqa_clive_min": 0.4290340307987098, "iqa_clive_max": 0.4290340307987098, "iqa_koniq10k_mean": 0.6258791913889876, "iqa_koniq10k_min": 0.6258791913889876, "iqa_koniq10k_max": 0.6258791913889876, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 4.713530499861457e-22 }, { "lang": "eo", "score": 5.808457404415472e-27 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7988918423652649 }, { "lang": "ru", "score": 0.009276737459003925 }, { "lang": "th", "score": 0.007120437920093536 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.36141335843789457, "iqa_v2_live_min": 0.36141335843789457, "iqa_v2_live_max": 0.36141335843789457, "iqa_v2_csiq_mean": 0.511845052242279, "iqa_v2_csiq_min": 0.511845052242279, "iqa_v2_csiq_max": 0.511845052242279, "iqa_v2_tid2013_mean": 0.24374373753865558, "iqa_v2_tid2013_min": 0.24374373753865558, "iqa_v2_tid2013_max": 0.24374373753865558, "iqa_v2_kadid10k_mean": 0.2430419921875, "iqa_v2_kadid10k_min": 0.2430419921875, "iqa_v2_kadid10k_max": 0.2430419921875, "iqa_v2_flive_mean": 0.5967379483309659, "iqa_v2_flive_min": 0.5967379483309659, "iqa_v2_flive_max": 0.5967379483309659, "iqa_v2_spaq_mean": 0.31002067797111743, "iqa_v2_spaq_min": 0.31002067797111743, "iqa_v2_spaq_max": 0.31002067797111743, "iqa_v2_clive_mean": 0.42907348786941685, "iqa_v2_clive_min": 0.42907348786941685, "iqa_v2_clive_max": 0.42907348786941685, "iqa_v2_koniq10k_mean": 0.6258791913889876, "iqa_v2_koniq10k_min": 0.6258791913889876, "iqa_v2_koniq10k_max": 0.6258791913889876, "imdecont": { "jpg": 0.4393698573112488 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.4393698573112488, "imdecont_mean": 0.4393698573112488, "imdecont_min": 0.4393698573112488, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.34375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.34375, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.34375, "clip_score_dfn_public_prev_turn_only_min": 3.353515625, "clip_score_dfn_public_prev_turn_only_mean": 3.353515625, "clip_score_dfn_public_prev_turn_only_max": 3.353515625, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.375, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.390625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.390625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.390625, "clip_score_clip_vitl14_224_next_turn_only_min": 23.46875, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.46875, "clip_score_clip_vitl14_224_next_turn_only_max": 23.46875, "clip_score_dfn_public_next_turn_only_min": 1.6513671875, "clip_score_dfn_public_next_turn_only_mean": 1.6513671875, "clip_score_dfn_public_next_turn_only_max": 1.6513671875, "clip_score_siglip2_b16_224_next_turn_only_min": 0.875, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.875, "clip_score_siglip2_b16_224_next_turn_only_max": 0.875, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.140625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.140625, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.140625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.34375, "clip_score_dfn_public_prev_and_next_turn_min": 3.353515625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.353515625, "clip_score_dfn_public_prev_and_next_turn_max": 3.353515625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.265625, "im_height": { "jpg": 2284 }, "im_height_mean": 2284.0, "im_height_min": 2284, "im_height_max": 2284, "im_width": { "jpg": 2320 }, "im_width_mean": 2320.0, "im_width_min": 2320, "im_width_max": 2320, "im_ar": { "jpg": 1.0158 }, "im_ar_mean": 1.0158, "im_ar_min": 1.0158, "im_ar_max": 1.0158, "im_kilobytes": { "jpg": 15524.06 }, "im_kilobytes_mean": 15524.06, "im_kilobytes_min": 15524.06, "im_kilobytes_max": 15524.06, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 206.86 }, "im_clarity_mean": 206.86, "im_clarity_min": 206.86, "im_clarity_max": 206.86, "im_luma": { "jpg": 205.28 }, "im_luma_mean": 205.28, "im_luma_min": 205.28, "im_luma_max": 205.28, "im_saturation": { "jpg": 47.54 }, "im_saturation_mean": 47.54, "im_saturation_min": 47.54, "im_saturation_max": 47.54, "im_entropy": { "jpg": 2.05 }, "im_entropy_mean": 2.05, "im_entropy_min": 2.05, "im_entropy_max": 2.05, "unifilter_score_qwen2_5_1_5b": -0.69873046875, "unifilter_score_qwen3_0_6b": 0.29638671875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.713530499861457e-22, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 5.808457404415472e-27, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7988918423652649, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.009276737459003925, "language_detection_annotation_nllb_2_lan": "th", "language_detection_annotation_nllb_2_score": 0.007120437920093536, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9909432530403137, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.538425624370575, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999302864074707, "text_quality_nvidia_edu_nemotron4_score": 2.072265625, "text_quality_nvidia_edu_mixtral_score": 2.208984375, "text_quality_dclmbaseline_fasttext_score": 0.9999665021896362, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0009725093841552734, "custom_fasttext_core_fasttext_score": 2.300739288330078e-05, "custom_fasttext_val_clean_fasttext_score": 0.00044399499893188477, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.83984375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.83984375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 6.0 }, "174": { "detoxify": 1, "length_chars": 575, "length_tokens": 2536, "length_tokens_text_only": 232, "length_tokens_trainable_only": 137, "length_images": 1, "iqa_live_mean": 0.38650809393988705, "iqa_live_min": 0.38650809393988705, "iqa_live_max": 0.38650809393988705, "iqa_csiq_mean": 0.534244954586029, "iqa_csiq_min": 0.534244954586029, "iqa_csiq_max": 0.534244954586029, "iqa_tid2013_mean": 0.3753626611497667, "iqa_tid2013_min": 0.3753626611497667, "iqa_tid2013_max": 0.3753626611497667, "iqa_kadid10k_mean": 0.2230224609375, "iqa_kadid10k_min": 0.2230224609375, "iqa_kadid10k_max": 0.2230224609375, "iqa_flive_mean": 0.6917505745935922, "iqa_flive_min": 0.6917505745935922, "iqa_flive_max": 0.6917505745935922, "iqa_spaq_mean": 0.35476499615293566, "iqa_spaq_min": 0.35476499615293566, "iqa_spaq_max": 0.35476499615293566, "iqa_clive_mean": 0.41372468736436635, "iqa_clive_min": 0.41372468736436635, "iqa_clive_max": 0.41372468736436635, "iqa_koniq10k_mean": 0.6651783952809344, "iqa_koniq10k_min": 0.6651783952809344, "iqa_koniq10k_max": 0.6651783952809344, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999991716 }, { "lang": "la", "score": 8.284715081014849e-13 }, { "lang": "eo", "score": 1.6521539004314197e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8492651581764221 }, { "lang": "es", "score": 0.007432831916958094 }, { "lang": "it", "score": 0.006476428359746933 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.38650809393988705, "iqa_v2_live_min": 0.38650809393988705, "iqa_v2_live_max": 0.38650809393988705, "iqa_v2_csiq_mean": 0.534244954586029, "iqa_v2_csiq_min": 0.534244954586029, "iqa_v2_csiq_max": 0.534244954586029, "iqa_v2_tid2013_mean": 0.3753626611497667, "iqa_v2_tid2013_min": 0.3753626611497667, "iqa_v2_tid2013_max": 0.3753626611497667, "iqa_v2_kadid10k_mean": 0.2230224609375, "iqa_v2_kadid10k_min": 0.2230224609375, "iqa_v2_kadid10k_max": 0.2230224609375, "iqa_v2_flive_mean": 0.6917505745935922, "iqa_v2_flive_min": 0.6917505745935922, "iqa_v2_flive_max": 0.6917505745935922, "iqa_v2_spaq_mean": 0.35476499615293566, "iqa_v2_spaq_min": 0.35476499615293566, "iqa_v2_spaq_max": 0.35476499615293566, "iqa_v2_clive_mean": 0.41372468736436635, "iqa_v2_clive_min": 0.41372468736436635, "iqa_v2_clive_max": 0.41372468736436635, "iqa_v2_koniq10k_mean": 0.6651783952809344, "iqa_v2_koniq10k_min": 0.6651783952809344, "iqa_v2_koniq10k_max": 0.6651783952809344, "imdecont": { "jpg": 0.5736767649650574 }, "imdecont_image_match": { "jpg": 206611 }, "imdecont_max": 0.5736767649650574, "imdecont_mean": 0.5736767649650574, "imdecont_min": 0.5736767649650574, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.640625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.640625, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.640625, "clip_score_dfn_public_prev_turn_only_min": 3.369140625, "clip_score_dfn_public_prev_turn_only_mean": 3.369140625, "clip_score_dfn_public_prev_turn_only_max": 3.369140625, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.1875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.1875, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.1875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.59375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.59375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.59375, "clip_score_clip_vitl14_224_next_turn_only_min": 26.53125, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.53125, "clip_score_clip_vitl14_224_next_turn_only_max": 26.53125, "clip_score_dfn_public_next_turn_only_min": 3.189453125, "clip_score_dfn_public_next_turn_only_mean": 3.189453125, "clip_score_dfn_public_next_turn_only_max": 3.189453125, "clip_score_siglip2_b16_224_next_turn_only_min": 4.953125, "clip_score_siglip2_b16_224_next_turn_only_mean": 4.953125, "clip_score_siglip2_b16_224_next_turn_only_max": 4.953125, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.6875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.6875, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.359375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.359375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.359375, "clip_score_dfn_public_prev_and_next_turn_min": 3.5, "clip_score_dfn_public_prev_and_next_turn_mean": 3.5, "clip_score_dfn_public_prev_and_next_turn_max": 3.5, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 6.203125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 6.203125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 6.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.375, "im_height": { "jpg": 825 }, "im_height_mean": 825.0, "im_height_min": 825, "im_height_max": 825, "im_width": { "jpg": 1599 }, "im_width_mean": 1599.0, "im_width_min": 1599, "im_width_max": 1599, "im_ar": { "jpg": 1.9382 }, "im_ar_mean": 1.9382, "im_ar_min": 1.9382, "im_ar_max": 1.9382, "im_kilobytes": { "jpg": 3864.77 }, "im_kilobytes_mean": 3864.77, "im_kilobytes_min": 3864.77, "im_kilobytes_max": 3864.77, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 342.05 }, "im_clarity_mean": 342.05, "im_clarity_min": 342.05, "im_clarity_max": 342.05, "im_luma": { "jpg": 187.34 }, "im_luma_mean": 187.34, "im_luma_min": 187.34, "im_luma_max": 187.34, "im_saturation": { "jpg": 97.17 }, "im_saturation_mean": 97.17, "im_saturation_min": 97.17, "im_saturation_max": 97.17, "im_entropy": { "jpg": 1.41 }, "im_entropy_mean": 1.41, "im_entropy_min": 1.41, "im_entropy_max": 1.41, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999991716, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 8.284715081014849e-13, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.6521539004314197e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8492651581764221, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.007432831916958094, "language_detection_annotation_nllb_2_lan": "it", "language_detection_annotation_nllb_2_score": 0.006476428359746933, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.990574061870575, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.6330146789550781, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9981759786605835, "text_quality_nvidia_edu_nemotron4_score": 1.955078125, "text_quality_nvidia_edu_mixtral_score": 2.388671875, "text_quality_dclmbaseline_fasttext_score": 0.9996373653411865, "text_quality_dolma3_fasttext_score": 0.9969679117202759, "custom_fasttext_val_fasttext_score": 0.0006053447723388672, "custom_fasttext_core_fasttext_score": 5.924701690673828e-05, "custom_fasttext_val_clean_fasttext_score": 0.009824931621551514, "custom_fasttext_core_clean_fasttext_score": 0.0008855462074279785, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.578125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.4921875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0859375, "within_sample_repetition_detection": 7.0 }, "160": { "detoxify": 1, "length_chars": 1195, "length_tokens": 3835, "length_tokens_text_only": 507, "length_tokens_trainable_only": 412, "length_images": 1, "iqa_live_mean": 0.4632126393944326, "iqa_live_min": 0.4632126393944326, "iqa_live_max": 0.4632126393944326, "iqa_csiq_mean": 0.612003743648529, "iqa_csiq_min": 0.612003743648529, "iqa_csiq_max": 0.612003743648529, "iqa_tid2013_mean": 0.3667906125386556, "iqa_tid2013_min": 0.3667906125386556, "iqa_tid2013_max": 0.3667906125386556, "iqa_kadid10k_mean": 0.3836669921875, "iqa_kadid10k_min": 0.3836669921875, "iqa_kadid10k_max": 0.3836669921875, "iqa_flive_mean": 0.6412036009509154, "iqa_flive_min": 0.6412036009509154, "iqa_flive_max": 0.6412036009509154, "iqa_spaq_mean": 0.3564221931226326, "iqa_spaq_min": 0.3564221931226326, "iqa_spaq_max": 0.3564221931226326, "iqa_clive_mean": 0.358839902010831, "iqa_clive_min": 0.358839902010831, "iqa_clive_max": 0.358839902010831, "iqa_koniq10k_mean": 0.630614039873836, "iqa_koniq10k_min": 0.630614039873836, "iqa_koniq10k_max": 0.630614039873836, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 1.1882057291064195e-17 }, { "lang": "nl", "score": 8.391929061803324e-27 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8657585978507996 }, { "lang": "vi", "score": 0.0072162258438766 }, { "lang": "ru", "score": 0.00643720431253314 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4632126393944326, "iqa_v2_live_min": 0.4632126393944326, "iqa_v2_live_max": 0.4632126393944326, "iqa_v2_csiq_mean": 0.612003743648529, "iqa_v2_csiq_min": 0.612003743648529, "iqa_v2_csiq_max": 0.612003743648529, "iqa_v2_tid2013_mean": 0.3667906125386556, "iqa_v2_tid2013_min": 0.3667906125386556, "iqa_v2_tid2013_max": 0.3667906125386556, "iqa_v2_kadid10k_mean": 0.3836669921875, "iqa_v2_kadid10k_min": 0.3836669921875, "iqa_v2_kadid10k_max": 0.3836669921875, "iqa_v2_flive_mean": 0.6412036009509154, "iqa_v2_flive_min": 0.6412036009509154, "iqa_v2_flive_max": 0.6412036009509154, "iqa_v2_spaq_mean": 0.3564221931226326, "iqa_v2_spaq_min": 0.3564221931226326, "iqa_v2_spaq_max": 0.3564221931226326, "iqa_v2_clive_mean": 0.358839902010831, "iqa_v2_clive_min": 0.358839902010831, "iqa_v2_clive_max": 0.358839902010831, "iqa_v2_koniq10k_mean": 0.630614039873836, "iqa_v2_koniq10k_min": 0.630614039873836, "iqa_v2_koniq10k_max": 0.630614039873836, "imdecont": { "jpg": 0.5380502343177795 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.5380502343177795, "imdecont_mean": 0.5380502343177795, "imdecont_min": 0.5380502343177795, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.65625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.65625, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.65625, "clip_score_dfn_public_prev_turn_only_min": 1.8564453125, "clip_score_dfn_public_prev_turn_only_mean": 1.8564453125, "clip_score_dfn_public_prev_turn_only_max": 1.8564453125, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.0859375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.0859375, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.0859375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.09375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.09375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.09375, "clip_score_clip_vitl14_224_next_turn_only_min": 25.703125, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.703125, "clip_score_clip_vitl14_224_next_turn_only_max": 25.703125, "clip_score_dfn_public_next_turn_only_min": 4.0703125, "clip_score_dfn_public_next_turn_only_mean": 4.0703125, "clip_score_dfn_public_next_turn_only_max": 4.0703125, "clip_score_siglip2_b16_224_next_turn_only_min": 1.359375, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.359375, "clip_score_siglip2_b16_224_next_turn_only_max": 1.359375, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.6875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.6875, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.0, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.0, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.0, "clip_score_dfn_public_prev_and_next_turn_min": 3.095703125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.095703125, "clip_score_dfn_public_prev_and_next_turn_max": 3.095703125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.328125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.328125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.46875, "im_height": { "jpg": 1968 }, "im_height_mean": 1968.0, "im_height_min": 1968, "im_height_max": 1968, "im_width": { "jpg": 2464 }, "im_width_mean": 2464.0, "im_width_min": 2464, "im_width_max": 2464, "im_ar": { "jpg": 1.252 }, "im_ar_mean": 1.252, "im_ar_min": 1.252, "im_ar_max": 1.252, "im_kilobytes": { "jpg": 14206.5 }, "im_kilobytes_mean": 14206.5, "im_kilobytes_min": 14206.5, "im_kilobytes_max": 14206.5, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 212.32 }, "im_clarity_mean": 212.32, "im_clarity_min": 212.32, "im_clarity_max": 212.32, "im_luma": { "jpg": 217.49 }, "im_luma_mean": 217.49, "im_luma_min": 217.49, "im_luma_max": 217.49, "im_saturation": { "jpg": 56.48 }, "im_saturation_mean": 56.48, "im_saturation_min": 56.48, "im_saturation_max": 56.48, "im_entropy": { "jpg": 1.93 }, "im_entropy_mean": 1.93, "im_entropy_min": 1.93, "im_entropy_max": 1.93, "unifilter_score_qwen2_5_1_5b": 1.412109375, "unifilter_score_qwen3_0_6b": -0.826171875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.1882057291064195e-17, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 8.391929061803324e-27, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8657585978507996, "language_detection_annotation_nllb_1_lan": "vi", "language_detection_annotation_nllb_1_score": 0.0072162258438766, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.00643720431253314, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9950084686279297, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6786736249923706, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997032284736633, "text_quality_nvidia_edu_nemotron4_score": 1.80078125, "text_quality_nvidia_edu_mixtral_score": 2.068359375, "text_quality_dclmbaseline_fasttext_score": 0.9999547004699707, "text_quality_dolma3_fasttext_score": 0.9999393224716187, "custom_fasttext_val_fasttext_score": 0.000517427921295166, "custom_fasttext_core_fasttext_score": 1.0967254638671875e-05, "custom_fasttext_val_clean_fasttext_score": 0.004658758640289307, "custom_fasttext_core_clean_fasttext_score": 0.0002766251564025879, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.859375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.91015625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.05078125, "within_sample_repetition_detection": 7.0 }, "157": { "detoxify": 1, "length_chars": 914, "length_tokens": 2129, "length_tokens_text_only": 337, "length_tokens_trainable_only": 220, "length_images": 1, "iqa_live_mean": 0.3663849878792811, "iqa_live_min": 0.3663849878792811, "iqa_live_max": 0.3663849878792811, "iqa_csiq_mean": 0.525272786617279, "iqa_csiq_min": 0.525272786617279, "iqa_csiq_max": 0.525272786617279, "iqa_tid2013_mean": 0.2671812375386556, "iqa_tid2013_min": 0.2671812375386556, "iqa_tid2013_max": 0.2671812375386556, "iqa_kadid10k_mean": 0.1683349609375, "iqa_kadid10k_min": 0.1683349609375, "iqa_kadid10k_max": 0.1683349609375, "iqa_flive_mean": 0.63822952424637, "iqa_flive_min": 0.63822952424637, "iqa_flive_max": 0.63822952424637, "iqa_spaq_mean": 0.29518481938525887, "iqa_spaq_min": 0.29518481938525887, "iqa_spaq_max": 0.29518481938525887, "iqa_clive_mean": 0.4489006658997199, "iqa_clive_min": 0.4489006658997199, "iqa_clive_max": 0.4489006658997199, "iqa_koniq10k_mean": 0.6265105045203008, "iqa_koniq10k_min": 0.6265105045203008, "iqa_koniq10k_max": 0.6265105045203008, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 3.225441959445894e-20 }, { "lang": "tl", "score": 7.075796572835006e-25 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8876495361328125 }, { "lang": "ru", "score": 0.005235716234892607 }, { "lang": "es", "score": 0.004595454782247543 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.36646390202069523, "iqa_v2_live_min": 0.36646390202069523, "iqa_v2_live_max": 0.36646390202069523, "iqa_v2_csiq_mean": 0.525272786617279, "iqa_v2_csiq_min": 0.525272786617279, "iqa_v2_csiq_max": 0.525272786617279, "iqa_v2_tid2013_mean": 0.2671812375386556, "iqa_v2_tid2013_min": 0.2671812375386556, "iqa_v2_tid2013_max": 0.2671812375386556, "iqa_v2_kadid10k_mean": 0.1683349609375, "iqa_v2_kadid10k_min": 0.1683349609375, "iqa_v2_kadid10k_max": 0.1683349609375, "iqa_v2_flive_mean": 0.6382196599786932, "iqa_v2_flive_min": 0.6382196599786932, "iqa_v2_flive_max": 0.6382196599786932, "iqa_v2_spaq_mean": 0.29534264766808715, "iqa_v2_spaq_min": 0.29534264766808715, "iqa_v2_spaq_max": 0.29534264766808715, "iqa_v2_clive_mean": 0.4489203944350734, "iqa_v2_clive_min": 0.4489203944350734, "iqa_v2_clive_max": 0.4489203944350734, "iqa_v2_koniq10k_mean": 0.6265105045203008, "iqa_v2_koniq10k_min": 0.6265105045203008, "iqa_v2_koniq10k_max": 0.6265105045203008, "imdecont": { "jpg": 0.5101487636566162 }, "imdecont_image_match": { "jpg": 206566 }, "imdecont_max": 0.5101487636566162, "imdecont_mean": 0.5101487636566162, "imdecont_min": 0.5101487636566162, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.09375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.09375, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.09375, "clip_score_dfn_public_prev_turn_only_min": 3.30078125, "clip_score_dfn_public_prev_turn_only_mean": 3.30078125, "clip_score_dfn_public_prev_turn_only_max": 3.30078125, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.265625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.265625, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.265625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.640625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.640625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.640625, "clip_score_clip_vitl14_224_next_turn_only_min": 28.765625, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.765625, "clip_score_clip_vitl14_224_next_turn_only_max": 28.765625, "clip_score_dfn_public_next_turn_only_min": 3.947265625, "clip_score_dfn_public_next_turn_only_mean": 3.947265625, "clip_score_dfn_public_next_turn_only_max": 3.947265625, "clip_score_siglip2_b16_224_next_turn_only_min": 0.453125, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.453125, "clip_score_siglip2_b16_224_next_turn_only_max": 0.453125, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.921875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.921875, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.15625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.15625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.15625, "clip_score_dfn_public_prev_and_next_turn_min": 3.41015625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.41015625, "clip_score_dfn_public_prev_and_next_turn_max": 3.41015625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.21875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.21875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.9375, "im_height": { "jpg": 2338 }, "im_height_mean": 2338.0, "im_height_min": 2338, "im_height_max": 2338, "im_width": { "jpg": 1523 }, "im_width_mean": 1523.0, "im_width_min": 1523, "im_width_max": 1523, "im_ar": { "jpg": 0.6514 }, "im_ar_mean": 0.6514, "im_ar_min": 0.6514, "im_ar_max": 0.6514, "im_kilobytes": { "jpg": 10431.96 }, "im_kilobytes_mean": 10431.96, "im_kilobytes_min": 10431.96, "im_kilobytes_max": 10431.96, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 202.38 }, "im_clarity_mean": 202.38, "im_clarity_min": 202.38, "im_clarity_max": 202.38, "im_luma": { "jpg": 165.6 }, "im_luma_mean": 165.6, "im_luma_min": 165.6, "im_luma_max": 165.6, "im_saturation": { "jpg": 83.07 }, "im_saturation_mean": 83.07, "im_saturation_min": 83.07, "im_saturation_max": 83.07, "im_entropy": { "jpg": 1.74 }, "im_entropy_mean": 1.74, "im_entropy_min": 1.74, "im_entropy_max": 1.74, "unifilter_score_qwen2_5_1_5b": 0.80224609375, "unifilter_score_qwen3_0_6b": -0.54248046875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.225441959445894e-20, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 7.075796572835006e-25, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8876495361328125, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005235716234892607, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.004595454782247543, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9902862906455994, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5769236087799072, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997515082359314, "text_quality_nvidia_edu_nemotron4_score": 2.28125, "text_quality_nvidia_edu_mixtral_score": 2.060546875, "text_quality_dclmbaseline_fasttext_score": 0.9992071986198425, "text_quality_dolma3_fasttext_score": 0.9998898506164551, "custom_fasttext_val_fasttext_score": 0.0009063482284545898, "custom_fasttext_core_fasttext_score": 2.09808349609375e-05, "custom_fasttext_val_clean_fasttext_score": 0.0038965344429016113, "custom_fasttext_core_clean_fasttext_score": 0.0005425810813903809, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.1640625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.1484375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.015625, "within_sample_repetition_detection": 6.0 }, "169": { "detoxify": 1, "length_chars": 657, "length_tokens": 1811, "length_tokens_text_only": 275, "length_tokens_trainable_only": 170, "length_images": 1, "iqa_live_mean": 0.4722877656570589, "iqa_live_min": 0.4722877656570589, "iqa_live_max": 0.4722877656570589, "iqa_csiq_mean": 0.622501790523529, "iqa_csiq_min": 0.622501790523529, "iqa_csiq_max": 0.622501790523529, "iqa_tid2013_mean": 0.3626673486497667, "iqa_tid2013_min": 0.3626673486497667, "iqa_tid2013_max": 0.3626673486497667, "iqa_kadid10k_mean": 0.3629150390625, "iqa_kadid10k_min": 0.3629150390625, "iqa_kadid10k_max": 0.3629150390625, "iqa_flive_mean": 0.6661823927754104, "iqa_flive_min": 0.6661823927754104, "iqa_flive_max": 0.6661823927754104, "iqa_spaq_mean": 0.48507197216303666, "iqa_spaq_min": 0.48507197216303666, "iqa_spaq_max": 0.48507197216303666, "iqa_clive_mean": 0.46981291337446734, "iqa_clive_min": 0.46981291337446734, "iqa_clive_max": 0.46981291337446734, "iqa_koniq10k_mean": 0.5790041913889876, "iqa_koniq10k_min": 0.5790041913889876, "iqa_koniq10k_max": 0.5790041913889876, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999991624 }, { "lang": "la", "score": 8.375378327409087e-13 }, { "lang": "eo", "score": 1.877914871895864e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8585937023162842 }, { "lang": "ru", "score": 0.006474217865616083 }, { "lang": "vi", "score": 0.005823110230267048 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4722877656570589, "iqa_v2_live_min": 0.4722877656570589, "iqa_v2_live_max": 0.4722877656570589, "iqa_v2_csiq_mean": 0.622501790523529, "iqa_v2_csiq_min": 0.622501790523529, "iqa_v2_csiq_max": 0.622501790523529, "iqa_v2_tid2013_mean": 0.3626673486497667, "iqa_v2_tid2013_min": 0.3626673486497667, "iqa_v2_tid2013_max": 0.3626673486497667, "iqa_v2_kadid10k_mean": 0.3629150390625, "iqa_v2_kadid10k_min": 0.3629150390625, "iqa_v2_kadid10k_max": 0.3629150390625, "iqa_v2_flive_mean": 0.6661823927754104, "iqa_v2_flive_min": 0.6661823927754104, "iqa_v2_flive_max": 0.6661823927754104, "iqa_v2_spaq_mean": 0.48507197216303666, "iqa_v2_spaq_min": 0.48507197216303666, "iqa_v2_spaq_max": 0.48507197216303666, "iqa_v2_clive_mean": 0.46981291337446734, "iqa_v2_clive_min": 0.46981291337446734, "iqa_v2_clive_max": 0.46981291337446734, "iqa_v2_koniq10k_mean": 0.5790041913889876, "iqa_v2_koniq10k_min": 0.5790041913889876, "iqa_v2_koniq10k_max": 0.5790041913889876, "imdecont": { "jpg": 0.49131280183792114 }, "imdecont_image_match": { "jpg": 85865 }, "imdecont_max": 0.49131280183792114, "imdecont_mean": 0.49131280183792114, "imdecont_min": 0.49131280183792114, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.578125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.578125, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.578125, "clip_score_dfn_public_prev_turn_only_min": 2.318359375, "clip_score_dfn_public_prev_turn_only_mean": 2.318359375, "clip_score_dfn_public_prev_turn_only_max": 2.318359375, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.578125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.578125, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.578125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.9375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.9375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.9375, "clip_score_clip_vitl14_224_next_turn_only_min": 19.8125, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.8125, "clip_score_clip_vitl14_224_next_turn_only_max": 19.8125, "clip_score_dfn_public_next_turn_only_min": 2.0234375, "clip_score_dfn_public_next_turn_only_mean": 2.0234375, "clip_score_dfn_public_next_turn_only_max": 2.0234375, "clip_score_siglip2_b16_224_next_turn_only_min": 2.046875, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.046875, "clip_score_siglip2_b16_224_next_turn_only_max": 2.046875, "clip_score_longclip_vitl14_224_next_turn_only_min": 18.09375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 18.09375, "clip_score_longclip_vitl14_224_next_turn_only_max": 18.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 19.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 19.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 19.984375, "clip_score_dfn_public_prev_and_next_turn_min": 2.71484375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.71484375, "clip_score_dfn_public_prev_and_next_turn_max": 2.71484375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.546875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.546875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 19.390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 19.390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 19.390625, "im_height": { "jpg": 2555 }, "im_height_mean": 2555.0, "im_height_min": 2555, "im_height_max": 2555, "im_width": { "jpg": 517 }, "im_width_mean": 517.0, "im_width_min": 517, "im_width_max": 517, "im_ar": { "jpg": 0.2023 }, "im_ar_mean": 0.2023, "im_ar_min": 0.2023, "im_ar_max": 0.2023, "im_kilobytes": { "jpg": 3869.93 }, "im_kilobytes_mean": 3869.93, "im_kilobytes_min": 3869.93, "im_kilobytes_max": 3869.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 372.15 }, "im_clarity_mean": 372.15, "im_clarity_min": 372.15, "im_clarity_max": 372.15, "im_luma": { "jpg": 225.4 }, "im_luma_mean": 225.4, "im_luma_min": 225.4, "im_luma_max": 225.4, "im_saturation": { "jpg": 58.85 }, "im_saturation_mean": 58.85, "im_saturation_min": 58.85, "im_saturation_max": 58.85, "im_entropy": { "jpg": 2.07 }, "im_entropy_mean": 2.07, "im_entropy_min": 2.07, "im_entropy_max": 2.07, "unifilter_score_qwen2_5_1_5b": -0.75830078125, "unifilter_score_qwen3_0_6b": -1.1220703125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999991624, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 8.375378327409087e-13, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.877914871895864e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8585937023162842, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006474217865616083, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.005823110230267048, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9889813661575317, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7087803483009338, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996001124382019, "text_quality_nvidia_edu_nemotron4_score": 1.970703125, "text_quality_nvidia_edu_mixtral_score": 2.115234375, "text_quality_dclmbaseline_fasttext_score": 0.9951776266098022, "text_quality_dolma3_fasttext_score": 0.9923057556152344, "custom_fasttext_val_fasttext_score": 0.0003878474235534668, "custom_fasttext_core_fasttext_score": 2.2649765014648438e-06, "custom_fasttext_val_clean_fasttext_score": 0.0071923136711120605, "custom_fasttext_core_clean_fasttext_score": 0.0008676648139953613, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.5078125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0078125, "within_sample_repetition_detection": 8.0 }, "179": { "detoxify": 1, "length_chars": 412, "length_tokens": 2480, "length_tokens_text_only": 176, "length_tokens_trainable_only": 81, "length_images": 1, "iqa_live_mean": 0.5380824310610992, "iqa_live_min": 0.5380824310610992, "iqa_live_max": 0.5380824310610992, "iqa_csiq_mean": 0.647404134273529, "iqa_csiq_min": 0.647404134273529, "iqa_csiq_max": 0.647404134273529, "iqa_tid2013_mean": 0.4158357514275445, "iqa_tid2013_min": 0.4158357514275445, "iqa_tid2013_max": 0.4158357514275445, "iqa_kadid10k_mean": 0.4542236328125, "iqa_kadid10k_min": 0.4542236328125, "iqa_kadid10k_max": 0.4542236328125, "iqa_flive_mean": 0.6962486806541983, "iqa_flive_min": 0.6962486806541983, "iqa_flive_max": 0.6962486806541983, "iqa_spaq_mean": 0.45001436483980434, "iqa_spaq_min": 0.45001436483980434, "iqa_spaq_max": 0.45001436483980434, "iqa_clive_mean": 0.5198247504956794, "iqa_clive_min": 0.5198247504956794, "iqa_clive_max": 0.5198247504956794, "iqa_koniq10k_mean": 0.6370849609375, "iqa_koniq10k_min": 0.6370849609375, "iqa_koniq10k_max": 0.6370849609375, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999142029 }, { "lang": "la", "score": 8.579652719771348e-11 }, { "lang": "eo", "score": 6.97072722935548e-16 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8026524782180786 }, { "lang": "zh", "score": 0.010718032717704773 }, { "lang": "fr", "score": 0.009178081527352333 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5380824310610992, "iqa_v2_live_min": 0.5380824310610992, "iqa_v2_live_max": 0.5380824310610992, "iqa_v2_csiq_mean": 0.647404134273529, "iqa_v2_csiq_min": 0.647404134273529, "iqa_v2_csiq_max": 0.647404134273529, "iqa_v2_tid2013_mean": 0.4158357514275445, "iqa_v2_tid2013_min": 0.4158357514275445, "iqa_v2_tid2013_max": 0.4158357514275445, "iqa_v2_kadid10k_mean": 0.4542236328125, "iqa_v2_kadid10k_min": 0.4542236328125, "iqa_v2_kadid10k_max": 0.4542236328125, "iqa_v2_flive_mean": 0.6962486806541983, "iqa_v2_flive_min": 0.6962486806541983, "iqa_v2_flive_max": 0.6962486806541983, "iqa_v2_spaq_mean": 0.45001436483980434, "iqa_v2_spaq_min": 0.45001436483980434, "iqa_v2_spaq_max": 0.45001436483980434, "iqa_v2_clive_mean": 0.5198247504956794, "iqa_v2_clive_min": 0.5198247504956794, "iqa_v2_clive_max": 0.5198247504956794, "iqa_v2_koniq10k_mean": 0.6370849609375, "iqa_v2_koniq10k_min": 0.6370849609375, "iqa_v2_koniq10k_max": 0.6370849609375, "imdecont": { "jpg": 0.5196055173873901 }, "imdecont_image_match": { "jpg": 190984 }, "imdecont_max": 0.5196055173873901, "imdecont_mean": 0.5196055173873901, "imdecont_min": 0.5196055173873901, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.421875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.421875, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.421875, "clip_score_dfn_public_prev_turn_only_min": 4.6953125, "clip_score_dfn_public_prev_turn_only_mean": 4.6953125, "clip_score_dfn_public_prev_turn_only_max": 4.6953125, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.453125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.453125, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.453125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.09375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.09375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.09375, "clip_score_clip_vitl14_224_next_turn_only_min": 27.0, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.0, "clip_score_clip_vitl14_224_next_turn_only_max": 27.0, "clip_score_dfn_public_next_turn_only_min": 2.982421875, "clip_score_dfn_public_next_turn_only_mean": 2.982421875, "clip_score_dfn_public_next_turn_only_max": 2.982421875, "clip_score_siglip2_b16_224_next_turn_only_min": 4.828125, "clip_score_siglip2_b16_224_next_turn_only_mean": 4.828125, "clip_score_siglip2_b16_224_next_turn_only_max": 4.828125, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.078125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.078125, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.515625, "clip_score_dfn_public_prev_and_next_turn_min": 4.7734375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.7734375, "clip_score_dfn_public_prev_and_next_turn_max": 4.7734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.96875, "im_height": { "jpg": 1588 }, "im_height_mean": 1588.0, "im_height_min": 1588, "im_height_max": 1588, "im_width": { "jpg": 889 }, "im_width_mean": 889.0, "im_width_min": 889, "im_width_max": 889, "im_ar": { "jpg": 0.5598 }, "im_ar_mean": 0.5598, "im_ar_min": 0.5598, "im_ar_max": 0.5598, "im_kilobytes": { "jpg": 4135.93 }, "im_kilobytes_mean": 4135.93, "im_kilobytes_min": 4135.93, "im_kilobytes_max": 4135.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 267.77 }, "im_clarity_mean": 267.77, "im_clarity_min": 267.77, "im_clarity_max": 267.77, "im_luma": { "jpg": 175.35 }, "im_luma_mean": 175.35, "im_luma_min": 175.35, "im_luma_max": 175.35, "im_saturation": { "jpg": 93.68 }, "im_saturation_mean": 93.68, "im_saturation_min": 93.68, "im_saturation_max": 93.68, "im_entropy": { "jpg": 1.3 }, "im_entropy_mean": 1.3, "im_entropy_min": 1.3, "im_entropy_max": 1.3, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999142029, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 8.579652719771348e-11, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 6.97072722935548e-16, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8026524782180786, "language_detection_annotation_nllb_1_lan": "zh", "language_detection_annotation_nllb_1_score": 0.010718032717704773, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.009178081527352333, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.986855149269104, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.754921555519104, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9992111921310425, "text_quality_nvidia_edu_nemotron4_score": 1.759765625, "text_quality_nvidia_edu_mixtral_score": 1.59765625, "text_quality_dclmbaseline_fasttext_score": 0.9941043257713318, "text_quality_dolma3_fasttext_score": 0.9979763031005859, "custom_fasttext_val_fasttext_score": 0.00023728609085083008, "custom_fasttext_core_fasttext_score": 1.7881393432617188e-06, "custom_fasttext_val_clean_fasttext_score": 0.0056615471839904785, "custom_fasttext_core_clean_fasttext_score": 0.0018038153648376465, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.234375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.015625, "within_sample_repetition_detection": 7.0 }, "128": { "detoxify": 1, "length_chars": 771, "length_tokens": 2600, "length_tokens_text_only": 296, "length_tokens_trainable_only": 192, "length_images": 1, "iqa_live_mean": 0.35738873722577336, "iqa_live_min": 0.35738873722577336, "iqa_live_max": 0.35738873722577336, "iqa_csiq_mean": 0.505253255367279, "iqa_csiq_min": 0.505253255367279, "iqa_csiq_max": 0.505253255367279, "iqa_tid2013_mean": 0.24287568198310003, "iqa_tid2013_min": 0.24287568198310003, "iqa_tid2013_max": 0.24287568198310003, "iqa_kadid10k_mean": 0.3189697265625, "iqa_kadid10k_min": 0.3189697265625, "iqa_kadid10k_max": 0.3189697265625, "iqa_flive_mean": 0.5865974811592488, "iqa_flive_min": 0.5865974811592488, "iqa_flive_max": 0.5865974811592488, "iqa_spaq_mean": 0.2699322941327336, "iqa_spaq_min": 0.2699322941327336, "iqa_spaq_max": 0.2699322941327336, "iqa_clive_mean": 0.3413209626168916, "iqa_clive_min": 0.3413209626168916, "iqa_clive_max": 0.3413209626168916, "iqa_koniq10k_mean": 0.6085180802778765, "iqa_koniq10k_min": 0.6085180802778765, "iqa_koniq10k_max": 0.6085180802778765, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.999999996230357 }, { "lang": "la", "score": 3.76964090452165e-09 }, { "lang": "eo", "score": 1.9670486174789577e-15 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8482595086097717 }, { "lang": "ru", "score": 0.007466945797204971 }, { "lang": "es", "score": 0.007412339095026255 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.35738873722577336, "iqa_v2_live_min": 0.35738873722577336, "iqa_v2_live_max": 0.35738873722577336, "iqa_v2_csiq_mean": 0.505253255367279, "iqa_v2_csiq_min": 0.505253255367279, "iqa_v2_csiq_max": 0.505253255367279, "iqa_v2_tid2013_mean": 0.24287568198310003, "iqa_v2_tid2013_min": 0.24287568198310003, "iqa_v2_tid2013_max": 0.24287568198310003, "iqa_v2_kadid10k_mean": 0.3189697265625, "iqa_v2_kadid10k_min": 0.3189697265625, "iqa_v2_kadid10k_max": 0.3189697265625, "iqa_v2_flive_mean": 0.5865974811592488, "iqa_v2_flive_min": 0.5865974811592488, "iqa_v2_flive_max": 0.5865974811592488, "iqa_v2_spaq_mean": 0.2699322941327336, "iqa_v2_spaq_min": 0.2699322941327336, "iqa_v2_spaq_max": 0.2699322941327336, "iqa_v2_clive_mean": 0.3413209626168916, "iqa_v2_clive_min": 0.3413209626168916, "iqa_v2_clive_max": 0.3413209626168916, "iqa_v2_koniq10k_mean": 0.6085180802778765, "iqa_v2_koniq10k_min": 0.6085180802778765, "iqa_v2_koniq10k_max": 0.6085180802778765, "imdecont": { "jpg": 0.6302187442779541 }, "imdecont_image_match": { "jpg": 206566 }, "imdecont_max": 0.6302187442779541, "imdecont_mean": 0.6302187442779541, "imdecont_min": 0.6302187442779541, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.171875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.171875, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.171875, "clip_score_dfn_public_prev_turn_only_min": 2.994140625, "clip_score_dfn_public_prev_turn_only_mean": 2.994140625, "clip_score_dfn_public_prev_turn_only_max": 2.994140625, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.390625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.390625, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.390625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.296875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.296875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.296875, "clip_score_clip_vitl14_224_next_turn_only_min": 28.4375, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.4375, "clip_score_clip_vitl14_224_next_turn_only_max": 28.4375, "clip_score_dfn_public_next_turn_only_min": 4.01953125, "clip_score_dfn_public_next_turn_only_mean": 4.01953125, "clip_score_dfn_public_next_turn_only_max": 4.01953125, "clip_score_siglip2_b16_224_next_turn_only_min": 2.296875, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.296875, "clip_score_siglip2_b16_224_next_turn_only_max": 2.296875, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.484375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.484375, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.71875, "clip_score_dfn_public_prev_and_next_turn_min": 3.568359375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.568359375, "clip_score_dfn_public_prev_and_next_turn_max": 3.568359375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.171875, "im_height": { "jpg": 1247 }, "im_height_mean": 1247.0, "im_height_min": 1247, "im_height_max": 1247, "im_width": { "jpg": 2286 }, "im_width_mean": 2286.0, "im_width_min": 2286, "im_width_max": 2286, "im_ar": { "jpg": 1.8332 }, "im_ar_mean": 1.8332, "im_ar_min": 1.8332, "im_ar_max": 1.8332, "im_kilobytes": { "jpg": 8351.49 }, "im_kilobytes_mean": 8351.49, "im_kilobytes_min": 8351.49, "im_kilobytes_max": 8351.49, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 141.53 }, "im_clarity_mean": 141.53, "im_clarity_min": 141.53, "im_clarity_max": 141.53, "im_luma": { "jpg": 209.85 }, "im_luma_mean": 209.85, "im_luma_min": 209.85, "im_luma_max": 209.85, "im_saturation": { "jpg": 87.04 }, "im_saturation_mean": 87.04, "im_saturation_min": 87.04, "im_saturation_max": 87.04, "im_entropy": { "jpg": 1.29 }, "im_entropy_mean": 1.29, "im_entropy_min": 1.29, "im_entropy_max": 1.29, "unifilter_score_qwen2_5_1_5b": -0.285888671875, "unifilter_score_qwen3_0_6b": 0.72119140625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.999999996230357, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.76964090452165e-09, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.9670486174789577e-15, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8482595086097717, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007466945797204971, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.007412339095026255, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9840983748435974, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.9432487487792969, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9994947910308838, "text_quality_nvidia_edu_nemotron4_score": 2.79296875, "text_quality_nvidia_edu_mixtral_score": 2.599609375, "text_quality_dclmbaseline_fasttext_score": 0.9999244213104248, "text_quality_dolma3_fasttext_score": 0.9999125003814697, "custom_fasttext_val_fasttext_score": 0.0004114508628845215, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0007936358451843262, "custom_fasttext_core_clean_fasttext_score": 2.2530555725097656e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.1328125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1171875, "within_sample_repetition_detection": 6.0 }, "186": { "detoxify": 1, "length_chars": 326, "length_tokens": 1177, "length_tokens_text_only": 153, "length_tokens_trainable_only": 63, "length_images": 1, "iqa_live_mean": 0.5804790535358467, "iqa_live_min": 0.5804790535358467, "iqa_live_max": 0.5804790535358467, "iqa_csiq_mean": 0.715641438961029, "iqa_csiq_min": 0.715641438961029, "iqa_csiq_max": 0.715641438961029, "iqa_tid2013_mean": 0.41675806045532227, "iqa_tid2013_min": 0.41675806045532227, "iqa_tid2013_max": 0.41675806045532227, "iqa_kadid10k_mean": 0.53167724609375, "iqa_kadid10k_min": 0.53167724609375, "iqa_kadid10k_max": 0.53167724609375, "iqa_flive_mean": 0.6982609912602589, "iqa_flive_min": 0.6982609912602589, "iqa_flive_max": 0.6982609912602589, "iqa_spaq_mean": 0.481067079486269, "iqa_spaq_min": 0.481067079486269, "iqa_spaq_max": 0.481067079486269, "iqa_clive_mean": 0.43309810908153806, "iqa_clive_min": 0.43309810908153806, "iqa_clive_max": 0.43309810908153806, "iqa_koniq10k_mean": 0.6260370196718159, "iqa_koniq10k_min": 0.6260370196718159, "iqa_koniq10k_max": 0.6260370196718159, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999995926311204 }, { "lang": "la", "score": 4.07358103506029e-07 }, { "lang": "de", "score": 6.779013782216829e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8619473576545715 }, { "lang": "es", "score": 0.0074999104253947735 }, { "lang": "id", "score": 0.005458549130707979 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5805185106065538, "iqa_v2_live_min": 0.5805185106065538, "iqa_v2_live_max": 0.5805185106065538, "iqa_v2_csiq_mean": 0.715641438961029, "iqa_v2_csiq_min": 0.715641438961029, "iqa_v2_csiq_max": 0.715641438961029, "iqa_v2_tid2013_mean": 0.4167038069831, "iqa_v2_tid2013_min": 0.4167038069831, "iqa_v2_tid2013_max": 0.4167038069831, "iqa_v2_kadid10k_mean": 0.5316162109375, "iqa_v2_kadid10k_min": 0.5316162109375, "iqa_v2_kadid10k_max": 0.5316162109375, "iqa_v2_flive_mean": 0.6983004483309659, "iqa_v2_flive_min": 0.6983004483309659, "iqa_v2_flive_max": 0.6983004483309659, "iqa_v2_spaq_mean": 0.4811262650923296, "iqa_v2_spaq_min": 0.4811262650923296, "iqa_v2_spaq_max": 0.4811262650923296, "iqa_v2_clive_mean": 0.43313756615224513, "iqa_v2_clive_min": 0.43313756615224513, "iqa_v2_clive_max": 0.43313756615224513, "iqa_v2_koniq10k_mean": 0.6261948479546442, "iqa_v2_koniq10k_min": 0.6261948479546442, "iqa_v2_koniq10k_max": 0.6261948479546442, "imdecont": { "jpg": 0.5280790328979492 }, "imdecont_image_match": { "jpg": 206265 }, "imdecont_max": 0.5280790328979492, "imdecont_mean": 0.5280790328979492, "imdecont_min": 0.5280790328979492, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.703125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.703125, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.703125, "clip_score_dfn_public_prev_turn_only_min": 2.576171875, "clip_score_dfn_public_prev_turn_only_mean": 2.576171875, "clip_score_dfn_public_prev_turn_only_max": 2.576171875, "clip_score_siglip2_b16_224_prev_turn_only_min": -2.6953125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.6953125, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.6953125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.03125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.03125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.03125, "clip_score_clip_vitl14_224_next_turn_only_min": 26.03125, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.03125, "clip_score_clip_vitl14_224_next_turn_only_max": 26.03125, "clip_score_dfn_public_next_turn_only_min": 2.943359375, "clip_score_dfn_public_next_turn_only_mean": 2.943359375, "clip_score_dfn_public_next_turn_only_max": 2.943359375, "clip_score_siglip2_b16_224_next_turn_only_min": 0.71875, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.71875, "clip_score_siglip2_b16_224_next_turn_only_max": 0.71875, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.734375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.734375, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.65625, "clip_score_dfn_public_prev_and_next_turn_min": 3.09765625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.09765625, "clip_score_dfn_public_prev_and_next_turn_max": 3.09765625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.2109375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.2109375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.2109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.4375, "im_height": { "jpg": 1798 }, "im_height_mean": 1798.0, "im_height_min": 1798, "im_height_max": 1798, "im_width": { "jpg": 648 }, "im_width_mean": 648.0, "im_width_min": 648, "im_width_max": 648, "im_ar": { "jpg": 0.3604 }, "im_ar_mean": 0.3604, "im_ar_min": 0.3604, "im_ar_max": 0.3604, "im_kilobytes": { "jpg": 3413.39 }, "im_kilobytes_mean": 3413.39, "im_kilobytes_min": 3413.39, "im_kilobytes_max": 3413.39, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 224.37 }, "im_clarity_mean": 224.37, "im_clarity_min": 224.37, "im_clarity_max": 224.37, "im_luma": { "jpg": 230.56 }, "im_luma_mean": 230.56, "im_luma_min": 230.56, "im_luma_max": 230.56, "im_saturation": { "jpg": 30.79 }, "im_saturation_mean": 30.79, "im_saturation_min": 30.79, "im_saturation_max": 30.79, "im_entropy": { "jpg": 1.3 }, "im_entropy_mean": 1.3, "im_entropy_min": 1.3, "im_entropy_max": 1.3, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999995926311204, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.07358103506029e-07, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 6.779013782216829e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8619473576545715, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.0074999104253947735, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.005458549130707979, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9889642000198364, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.6779276728630066, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996278285980225, "text_quality_nvidia_edu_nemotron4_score": 2.4140625, "text_quality_nvidia_edu_mixtral_score": 2.3125, "text_quality_dclmbaseline_fasttext_score": 0.9983025193214417, "text_quality_dolma3_fasttext_score": 0.9986498951911926, "custom_fasttext_val_fasttext_score": 0.007420241832733154, "custom_fasttext_core_fasttext_score": 0.0011673569679260254, "custom_fasttext_val_clean_fasttext_score": 0.000736534595489502, "custom_fasttext_core_clean_fasttext_score": 0.001272439956665039, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.546875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.046875, "within_sample_repetition_detection": 7.0 }, "184": { "detoxify": 1, "length_chars": 686, "length_tokens": 2068, "length_tokens_text_only": 276, "length_tokens_trainable_only": 188, "length_images": 1, "iqa_live_mean": 0.3787745080813012, "iqa_live_min": 0.3787745080813012, "iqa_live_max": 0.3787745080813012, "iqa_csiq_mean": 0.522282063961029, "iqa_csiq_min": 0.522282063961029, "iqa_csiq_max": 0.522282063961029, "iqa_tid2013_mean": 0.27857446670532227, "iqa_tid2013_min": 0.27857446670532227, "iqa_tid2013_max": 0.27857446670532227, "iqa_kadid10k_mean": 0.1917724609375, "iqa_kadid10k_min": 0.1917724609375, "iqa_kadid10k_max": 0.1917724609375, "iqa_flive_mean": 0.583362001361269, "iqa_flive_min": 0.583362001361269, "iqa_flive_max": 0.583362001361269, "iqa_spaq_mean": 0.3040232032236427, "iqa_spaq_min": 0.3040232032236427, "iqa_spaq_max": 0.3040232032236427, "iqa_clive_mean": 0.3852761393845684, "iqa_clive_min": 0.3852761393845684, "iqa_clive_max": 0.3852761393845684, "iqa_koniq10k_mean": 0.5864221206819169, "iqa_koniq10k_min": 0.5864221206819169, "iqa_koniq10k_max": 0.5864221206819169, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999990946074 }, { "lang": "la", "score": 9.05372092860109e-10 }, { "lang": "fr", "score": 2.0521566153929115e-14 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8347700238227844 }, { "lang": "vi", "score": 0.009891798719763756 }, { "lang": "fr", "score": 0.0087619973346591 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3787745080813012, "iqa_v2_live_min": 0.3787745080813012, "iqa_v2_live_max": 0.3787745080813012, "iqa_v2_csiq_mean": 0.522282063961029, "iqa_v2_csiq_min": 0.522282063961029, "iqa_v2_csiq_max": 0.522282063961029, "iqa_v2_tid2013_mean": 0.27857446670532227, "iqa_v2_tid2013_min": 0.27857446670532227, "iqa_v2_tid2013_max": 0.27857446670532227, "iqa_v2_kadid10k_mean": 0.1917724609375, "iqa_v2_kadid10k_min": 0.1917724609375, "iqa_v2_kadid10k_max": 0.1917724609375, "iqa_v2_flive_mean": 0.583362001361269, "iqa_v2_flive_min": 0.583362001361269, "iqa_v2_flive_max": 0.583362001361269, "iqa_v2_spaq_mean": 0.3040232032236427, "iqa_v2_spaq_min": 0.3040232032236427, "iqa_v2_spaq_max": 0.3040232032236427, "iqa_v2_clive_mean": 0.3852761393845684, "iqa_v2_clive_min": 0.3852761393845684, "iqa_v2_clive_max": 0.3852761393845684, "iqa_v2_koniq10k_mean": 0.5864221206819169, "iqa_v2_koniq10k_min": 0.5864221206819169, "iqa_v2_koniq10k_max": 0.5864221206819169, "imdecont": { "jpg": 0.5675420165061951 }, "imdecont_image_match": { "jpg": 206611 }, "imdecont_max": 0.5675420165061951, "imdecont_mean": 0.5675420165061951, "imdecont_min": 0.5675420165061951, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.828125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.828125, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.828125, "clip_score_dfn_public_prev_turn_only_min": 3.353515625, "clip_score_dfn_public_prev_turn_only_mean": 3.353515625, "clip_score_dfn_public_prev_turn_only_max": 3.353515625, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.953125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.953125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.953125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.1875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.1875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.1875, "clip_score_clip_vitl14_224_next_turn_only_min": 29.546875, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.546875, "clip_score_clip_vitl14_224_next_turn_only_max": 29.546875, "clip_score_dfn_public_next_turn_only_min": 3.556640625, "clip_score_dfn_public_next_turn_only_mean": 3.556640625, "clip_score_dfn_public_next_turn_only_max": 3.556640625, "clip_score_siglip2_b16_224_next_turn_only_min": 6.109375, "clip_score_siglip2_b16_224_next_turn_only_mean": 6.109375, "clip_score_siglip2_b16_224_next_turn_only_max": 6.109375, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.546875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.546875, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.546875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.390625, "clip_score_dfn_public_prev_and_next_turn_min": 3.6015625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.6015625, "clip_score_dfn_public_prev_and_next_turn_max": 3.6015625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.78125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.78125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.78125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.4375, "im_height": { "jpg": 1573 }, "im_height_mean": 1573.0, "im_height_min": 1573, "im_height_max": 1573, "im_width": { "jpg": 1001 }, "im_width_mean": 1001.0, "im_width_min": 1001, "im_width_max": 1001, "im_ar": { "jpg": 0.6364 }, "im_ar_mean": 0.6364, "im_ar_min": 0.6364, "im_ar_max": 0.6364, "im_kilobytes": { "jpg": 4613.01 }, "im_kilobytes_mean": 4613.01, "im_kilobytes_min": 4613.01, "im_kilobytes_max": 4613.01, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 260.17 }, "im_clarity_mean": 260.17, "im_clarity_min": 260.17, "im_clarity_max": 260.17, "im_luma": { "jpg": 232.0 }, "im_luma_mean": 232.0, "im_luma_min": 232.0, "im_luma_max": 232.0, "im_saturation": { "jpg": 114.86 }, "im_saturation_mean": 114.86, "im_saturation_min": 114.86, "im_saturation_max": 114.86, "im_entropy": { "jpg": 1.23 }, "im_entropy_mean": 1.23, "im_entropy_min": 1.23, "im_entropy_max": 1.23, "unifilter_score_qwen2_5_1_5b": 0.493408203125, "unifilter_score_qwen3_0_6b": -0.65625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999990946074, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 9.05372092860109e-10, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 2.0521566153929115e-14, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8347700238227844, "language_detection_annotation_nllb_1_lan": "vi", "language_detection_annotation_nllb_1_score": 0.009891798719763756, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.0087619973346591, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9851078391075134, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6819303035736084, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9994058609008789, "text_quality_nvidia_edu_nemotron4_score": 2.396484375, "text_quality_nvidia_edu_mixtral_score": 2.466796875, "text_quality_dclmbaseline_fasttext_score": 0.9999051094055176, "text_quality_dolma3_fasttext_score": 0.9999852180480957, "custom_fasttext_val_fasttext_score": 0.00116044282913208, "custom_fasttext_core_fasttext_score": 5.996227264404297e-05, "custom_fasttext_val_clean_fasttext_score": 0.008554637432098389, "custom_fasttext_core_clean_fasttext_score": 0.0009164810180664062, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.2890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.3828125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.09375, "within_sample_repetition_detection": 6.0 }, "172": { "detoxify": 1, "length_chars": 913, "length_tokens": 3197, "length_tokens_text_only": 381, "length_tokens_trainable_only": 276, "length_images": 1, "iqa_live_mean": 0.4236766545459477, "iqa_live_min": 0.4236766545459477, "iqa_live_max": 0.4236766545459477, "iqa_csiq_mean": 0.551334798336029, "iqa_csiq_min": 0.551334798336029, "iqa_csiq_max": 0.551334798336029, "iqa_tid2013_mean": 0.3770987722608778, "iqa_tid2013_min": 0.3770987722608778, "iqa_tid2013_max": 0.3770987722608778, "iqa_kadid10k_mean": 0.3072509765625, "iqa_kadid10k_min": 0.3072509765625, "iqa_kadid10k_max": 0.3072509765625, "iqa_flive_mean": 0.6401000360045771, "iqa_flive_min": 0.6401000360045771, "iqa_flive_max": 0.6401000360045771, "iqa_spaq_mean": 0.37607181433475384, "iqa_spaq_min": 0.37607181433475384, "iqa_spaq_max": 0.37607181433475384, "iqa_clive_mean": 0.41490839948557845, "iqa_clive_min": 0.41490839948557845, "iqa_clive_max": 0.41490839948557845, "iqa_koniq10k_mean": 0.6957970821496213, "iqa_koniq10k_min": 0.6957970821496213, "iqa_koniq10k_max": 0.6957970821496213, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999994 }, { "lang": "la", "score": 4.858477372828465e-16 }, { "lang": "fr", "score": 7.266186373598408e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8168803453445435 }, { "lang": "zh", "score": 0.00824298057705164 }, { "lang": "ko", "score": 0.0073722610250115395 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4236766545459477, "iqa_v2_live_min": 0.4236766545459477, "iqa_v2_live_max": 0.4236766545459477, "iqa_v2_csiq_mean": 0.551334798336029, "iqa_v2_csiq_min": 0.551334798336029, "iqa_v2_csiq_max": 0.551334798336029, "iqa_v2_tid2013_mean": 0.3770987722608778, "iqa_v2_tid2013_min": 0.3770987722608778, "iqa_v2_tid2013_max": 0.3770987722608778, "iqa_v2_kadid10k_mean": 0.3072509765625, "iqa_v2_kadid10k_min": 0.3072509765625, "iqa_v2_kadid10k_max": 0.3072509765625, "iqa_v2_flive_mean": 0.6401000360045771, "iqa_v2_flive_min": 0.6401000360045771, "iqa_v2_flive_max": 0.6401000360045771, "iqa_v2_spaq_mean": 0.37607181433475384, "iqa_v2_spaq_min": 0.37607181433475384, "iqa_v2_spaq_max": 0.37607181433475384, "iqa_v2_clive_mean": 0.41490839948557845, "iqa_v2_clive_min": 0.41490839948557845, "iqa_v2_clive_max": 0.41490839948557845, "iqa_v2_koniq10k_mean": 0.6957970821496213, "iqa_v2_koniq10k_min": 0.6957970821496213, "iqa_v2_koniq10k_max": 0.6957970821496213, "imdecont": { "jpg": 0.44349342584609985 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.44349342584609985, "imdecont_mean": 0.44349342584609985, "imdecont_min": 0.44349342584609985, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.53125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.53125, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.53125, "clip_score_dfn_public_prev_turn_only_min": 3.3203125, "clip_score_dfn_public_prev_turn_only_mean": 3.3203125, "clip_score_dfn_public_prev_turn_only_max": 3.3203125, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.421875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.421875, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.421875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.703125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.703125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.703125, "clip_score_clip_vitl14_224_next_turn_only_min": 23.296875, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.296875, "clip_score_clip_vitl14_224_next_turn_only_max": 23.296875, "clip_score_dfn_public_next_turn_only_min": 1.806640625, "clip_score_dfn_public_next_turn_only_mean": 1.806640625, "clip_score_dfn_public_next_turn_only_max": 1.806640625, "clip_score_siglip2_b16_224_next_turn_only_min": -0.25, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.25, "clip_score_siglip2_b16_224_next_turn_only_max": -0.25, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.46875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.46875, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.953125, "clip_score_dfn_public_prev_and_next_turn_min": 3.26953125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.26953125, "clip_score_dfn_public_prev_and_next_turn_max": 3.26953125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.046875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.046875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.984375, "im_height": { "jpg": 1386 }, "im_height_mean": 1386.0, "im_height_min": 1386, "im_height_max": 1386, "im_width": { "jpg": 3541 }, "im_width_mean": 3541.0, "im_width_min": 3541, "im_width_max": 3541, "im_ar": { "jpg": 2.5548 }, "im_ar_mean": 2.5548, "im_ar_min": 2.5548, "im_ar_max": 2.5548, "im_kilobytes": { "jpg": 14378.4 }, "im_kilobytes_mean": 14378.4, "im_kilobytes_min": 14378.4, "im_kilobytes_max": 14378.4, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 168.47 }, "im_clarity_mean": 168.47, "im_clarity_min": 168.47, "im_clarity_max": 168.47, "im_luma": { "jpg": 215.95 }, "im_luma_mean": 215.95, "im_luma_min": 215.95, "im_luma_max": 215.95, "im_saturation": { "jpg": 62.04 }, "im_saturation_mean": 62.04, "im_saturation_min": 62.04, "im_saturation_max": 62.04, "im_entropy": { "jpg": 2.07 }, "im_entropy_mean": 2.07, "im_entropy_min": 2.07, "im_entropy_max": 2.07, "unifilter_score_qwen2_5_1_5b": -1.845703125, "unifilter_score_qwen3_0_6b": 1.05859375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999994, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.858477372828465e-16, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 7.266186373598408e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8168803453445435, "language_detection_annotation_nllb_1_lan": "zh", "language_detection_annotation_nllb_1_score": 0.00824298057705164, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.0073722610250115395, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9952097535133362, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5389845967292786, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997726082801819, "text_quality_nvidia_edu_nemotron4_score": 2.2109375, "text_quality_nvidia_edu_mixtral_score": 2.2734375, "text_quality_dclmbaseline_fasttext_score": 0.9998483657836914, "text_quality_dolma3_fasttext_score": 0.9825266599655151, "custom_fasttext_val_fasttext_score": 0.0007353425025939941, "custom_fasttext_core_fasttext_score": 1.2874603271484375e-05, "custom_fasttext_val_clean_fasttext_score": 0.0010923147201538086, "custom_fasttext_core_clean_fasttext_score": 7.331371307373047e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.15625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.1796875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0234375, "within_sample_repetition_detection": 8.0 }, "189": { "detoxify": 1, "length_chars": 1019, "length_tokens": 3737, "length_tokens_text_only": 409, "length_tokens_trainable_only": 275, "length_images": 1, "iqa_live_mean": 0.42099357373786694, "iqa_live_min": 0.42099357373786694, "iqa_live_max": 0.42099357373786694, "iqa_csiq_mean": 0.505558431148529, "iqa_csiq_min": 0.505558431148529, "iqa_csiq_max": 0.505558431148529, "iqa_tid2013_mean": 0.2753192583719889, "iqa_tid2013_min": 0.2753192583719889, "iqa_tid2013_max": 0.2753192583719889, "iqa_kadid10k_mean": 0.3797607421875, "iqa_kadid10k_min": 0.3797607421875, "iqa_kadid10k_max": 0.3797607421875, "iqa_flive_mean": 0.5980400316642993, "iqa_flive_min": 0.5980400316642993, "iqa_flive_max": 0.5980400316642993, "iqa_spaq_mean": 0.29802572847616793, "iqa_spaq_min": 0.29802572847616793, "iqa_spaq_max": 0.29802572847616793, "iqa_clive_mean": 0.5004118717078007, "iqa_clive_min": 0.5004118717078007, "iqa_clive_max": 0.5004118717078007, "iqa_koniq10k_mean": 0.701794556897096, "iqa_koniq10k_min": 0.701794556897096, "iqa_koniq10k_max": 0.701794556897096, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 4.693153041333802e-20 }, { "lang": "tl", "score": 2.7517910281928664e-26 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8349917531013489 }, { "lang": "es", "score": 0.00791124626994133 }, { "lang": "ru", "score": 0.007697696331888437 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.42099357373786694, "iqa_v2_live_min": 0.42099357373786694, "iqa_v2_live_max": 0.42099357373786694, "iqa_v2_csiq_mean": 0.505558431148529, "iqa_v2_csiq_min": 0.505558431148529, "iqa_v2_csiq_max": 0.505558431148529, "iqa_v2_tid2013_mean": 0.2753192583719889, "iqa_v2_tid2013_min": 0.2753192583719889, "iqa_v2_tid2013_max": 0.2753192583719889, "iqa_v2_kadid10k_mean": 0.3797607421875, "iqa_v2_kadid10k_min": 0.3797607421875, "iqa_v2_kadid10k_max": 0.3797607421875, "iqa_v2_flive_mean": 0.5980400316642993, "iqa_v2_flive_min": 0.5980400316642993, "iqa_v2_flive_max": 0.5980400316642993, "iqa_v2_spaq_mean": 0.2978679001933397, "iqa_v2_spaq_min": 0.2978679001933397, "iqa_v2_spaq_max": 0.2978679001933397, "iqa_v2_clive_mean": 0.5003921431724472, "iqa_v2_clive_min": 0.5003921431724472, "iqa_v2_clive_max": 0.5003921431724472, "iqa_v2_koniq10k_mean": 0.7014789003314394, "iqa_v2_koniq10k_min": 0.7014789003314394, "iqa_v2_koniq10k_max": 0.7014789003314394, "imdecont": { "jpg": 0.5766094923019409 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5766094923019409, "imdecont_mean": 0.5766094923019409, "imdecont_min": 0.5766094923019409, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.796875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.796875, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.796875, "clip_score_dfn_public_prev_turn_only_min": 2.435546875, "clip_score_dfn_public_prev_turn_only_mean": 2.435546875, "clip_score_dfn_public_prev_turn_only_max": 2.435546875, "clip_score_siglip2_b16_224_prev_turn_only_min": -2.515625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.515625, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.515625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.15625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.15625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.15625, "clip_score_clip_vitl14_224_next_turn_only_min": 19.90625, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.90625, "clip_score_clip_vitl14_224_next_turn_only_max": 19.90625, "clip_score_dfn_public_next_turn_only_min": 1.638671875, "clip_score_dfn_public_next_turn_only_mean": 1.638671875, "clip_score_dfn_public_next_turn_only_max": 1.638671875, "clip_score_siglip2_b16_224_next_turn_only_min": -2.53125, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.53125, "clip_score_siglip2_b16_224_next_turn_only_max": -2.53125, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.3125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.3125, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.796875, "clip_score_dfn_public_prev_and_next_turn_min": 2.435546875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.435546875, "clip_score_dfn_public_prev_and_next_turn_max": 2.435546875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.515625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.515625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 18.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 18.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 18.1875, "im_height": { "jpg": 3516 }, "im_height_mean": 3516.0, "im_height_min": 3516, "im_height_max": 3516, "im_width": { "jpg": 1180 }, "im_width_mean": 1180.0, "im_width_min": 1180, "im_width_max": 1180, "im_ar": { "jpg": 0.3356 }, "im_ar_mean": 0.3356, "im_ar_min": 0.3356, "im_ar_max": 0.3356, "im_kilobytes": { "jpg": 12154.92 }, "im_kilobytes_mean": 12154.92, "im_kilobytes_min": 12154.92, "im_kilobytes_max": 12154.92, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 142.3 }, "im_clarity_mean": 142.3, "im_clarity_min": 142.3, "im_clarity_max": 142.3, "im_luma": { "jpg": 211.19 }, "im_luma_mean": 211.19, "im_luma_min": 211.19, "im_luma_max": 211.19, "im_saturation": { "jpg": 17.6 }, "im_saturation_mean": 17.6, "im_saturation_min": 17.6, "im_saturation_max": 17.6, "im_entropy": { "jpg": 1.67 }, "im_entropy_mean": 1.67, "im_entropy_min": 1.67, "im_entropy_max": 1.67, "unifilter_score_qwen2_5_1_5b": -0.5283203125, "unifilter_score_qwen3_0_6b": -0.82177734375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.693153041333802e-20, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 2.7517910281928664e-26, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8349917531013489, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.00791124626994133, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.007697696331888437, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9945072531700134, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.4981446862220764, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997674822807312, "text_quality_nvidia_edu_nemotron4_score": 2.55859375, "text_quality_nvidia_edu_mixtral_score": 2.525390625, "text_quality_dclmbaseline_fasttext_score": 0.9995187520980835, "text_quality_dolma3_fasttext_score": 0.9992894530296326, "custom_fasttext_val_fasttext_score": 0.0019031763076782227, "custom_fasttext_core_fasttext_score": 5.507469177246094e-05, "custom_fasttext_val_clean_fasttext_score": 0.0011385679244995117, "custom_fasttext_core_clean_fasttext_score": 3.1828880310058594e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.1796875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.1953125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.015625, "within_sample_repetition_detection": 7.0 }, "176": { "detoxify": 1, "length_chars": 1432, "length_tokens": 2351, "length_tokens_text_only": 559, "length_tokens_trainable_only": 382, "length_images": 1, "iqa_live_mean": 0.3951097353540285, "iqa_live_min": 0.3951097353540285, "iqa_live_max": 0.3951097353540285, "iqa_csiq_mean": 0.572575032711029, "iqa_csiq_min": 0.572575032711029, "iqa_csiq_max": 0.572575032711029, "iqa_tid2013_mean": 0.32566648059421116, "iqa_tid2013_min": 0.32566648059421116, "iqa_tid2013_max": 0.32566648059421116, "iqa_kadid10k_mean": 0.3489990234375, "iqa_kadid10k_min": 0.3489990234375, "iqa_kadid10k_max": 0.3489990234375, "iqa_flive_mean": 0.6194257639875316, "iqa_flive_min": 0.6194257639875316, "iqa_flive_max": 0.6194257639875316, "iqa_spaq_mean": 0.35476499615293566, "iqa_spaq_min": 0.35476499615293566, "iqa_spaq_max": 0.35476499615293566, "iqa_clive_mean": 0.38582853837446734, "iqa_clive_min": 0.38582853837446734, "iqa_clive_max": 0.38582853837446734, "iqa_koniq10k_mean": 0.6263526762374725, "iqa_koniq10k_min": 0.6263526762374725, "iqa_koniq10k_max": 0.6263526762374725, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 3.7375369857154456e-22 }, { "lang": "eo", "score": 4.889492284035207e-30 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8728209137916565 }, { "lang": "ru", "score": 0.005530509166419506 }, { "lang": "vi", "score": 0.004839358385652304 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3951097353540285, "iqa_v2_live_min": 0.3951097353540285, "iqa_v2_live_max": 0.3951097353540285, "iqa_v2_csiq_mean": 0.572575032711029, "iqa_v2_csiq_min": 0.572575032711029, "iqa_v2_csiq_max": 0.572575032711029, "iqa_v2_tid2013_mean": 0.32566648059421116, "iqa_v2_tid2013_min": 0.32566648059421116, "iqa_v2_tid2013_max": 0.32566648059421116, "iqa_v2_kadid10k_mean": 0.3489990234375, "iqa_v2_kadid10k_min": 0.3489990234375, "iqa_v2_kadid10k_max": 0.3489990234375, "iqa_v2_flive_mean": 0.6194060354521781, "iqa_v2_flive_min": 0.6194060354521781, "iqa_v2_flive_max": 0.6194060354521781, "iqa_v2_spaq_mean": 0.3549228244357639, "iqa_v2_spaq_min": 0.3549228244357639, "iqa_v2_spaq_max": 0.3549228244357639, "iqa_v2_clive_mean": 0.38582853837446734, "iqa_v2_clive_min": 0.38582853837446734, "iqa_v2_clive_max": 0.38582853837446734, "iqa_v2_koniq10k_mean": 0.6263526762374725, "iqa_v2_koniq10k_min": 0.6263526762374725, "iqa_v2_koniq10k_max": 0.6263526762374725, "imdecont": { "jpg": 0.4120219945907593 }, "imdecont_image_match": { "jpg": 264756 }, "imdecont_max": 0.4120219945907593, "imdecont_mean": 0.4120219945907593, "imdecont_min": 0.4120219945907593, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.875, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.875, "clip_score_dfn_public_prev_turn_only_min": 3.4921875, "clip_score_dfn_public_prev_turn_only_mean": 3.4921875, "clip_score_dfn_public_prev_turn_only_max": 3.4921875, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.0625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.0625, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.0625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.859375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.859375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.859375, "clip_score_clip_vitl14_224_next_turn_only_min": 23.515625, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.515625, "clip_score_clip_vitl14_224_next_turn_only_max": 23.515625, "clip_score_dfn_public_next_turn_only_min": 1.8291015625, "clip_score_dfn_public_next_turn_only_mean": 1.8291015625, "clip_score_dfn_public_next_turn_only_max": 1.8291015625, "clip_score_siglip2_b16_224_next_turn_only_min": -0.8515625, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.8515625, "clip_score_siglip2_b16_224_next_turn_only_max": -0.8515625, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.09375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.09375, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.875, "clip_score_dfn_public_prev_and_next_turn_min": 3.4921875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.4921875, "clip_score_dfn_public_prev_and_next_turn_max": 3.4921875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.0625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.0625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.0625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.46875, "im_height": { "jpg": 2453 }, "im_height_mean": 2453.0, "im_height_min": 2453, "im_height_max": 2453, "im_width": { "jpg": 1719 }, "im_width_mean": 1719.0, "im_width_min": 1719, "im_width_max": 1719, "im_ar": { "jpg": 0.7008 }, "im_ar_mean": 0.7008, "im_ar_min": 0.7008, "im_ar_max": 0.7008, "im_kilobytes": { "jpg": 12353.63 }, "im_kilobytes_mean": 12353.63, "im_kilobytes_min": 12353.63, "im_kilobytes_max": 12353.63, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 180.53 }, "im_clarity_mean": 180.53, "im_clarity_min": 180.53, "im_clarity_max": 180.53, "im_luma": { "jpg": 225.52 }, "im_luma_mean": 225.52, "im_luma_min": 225.52, "im_luma_max": 225.52, "im_saturation": { "jpg": 46.59 }, "im_saturation_mean": 46.59, "im_saturation_min": 46.59, "im_saturation_max": 46.59, "im_entropy": { "jpg": 1.72 }, "im_entropy_mean": 1.72, "im_entropy_min": 1.72, "im_entropy_max": 1.72, "unifilter_score_qwen2_5_1_5b": -2.18359375, "unifilter_score_qwen3_0_6b": 0.08917236328125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.7375369857154456e-22, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 4.889492284035207e-30, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8728209137916565, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005530509166419506, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.004839358385652304, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9946986436843872, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5160679817199707, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997686743736267, "text_quality_nvidia_edu_nemotron4_score": 2.244140625, "text_quality_nvidia_edu_mixtral_score": 2.181640625, "text_quality_dclmbaseline_fasttext_score": 0.9999114274978638, "text_quality_dolma3_fasttext_score": 0.9993326663970947, "custom_fasttext_val_fasttext_score": 0.001388847827911377, "custom_fasttext_core_fasttext_score": 0.0001125335693359375, "custom_fasttext_val_clean_fasttext_score": 0.004048287868499756, "custom_fasttext_core_clean_fasttext_score": 0.0004799365997314453, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.0546875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.140625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0859375, "within_sample_repetition_detection": 7.0 }, "141": { "detoxify": 1, "length_chars": 877, "length_tokens": 3618, "length_tokens_text_only": 290, "length_tokens_trainable_only": 180, "length_images": 1, "iqa_live_mean": 0.3412902523772885, "iqa_live_min": 0.3412902523772885, "iqa_live_max": 0.3412902523772885, "iqa_csiq_mean": 0.40051692724227905, "iqa_csiq_min": 0.40051692724227905, "iqa_csiq_max": 0.40051692724227905, "iqa_tid2013_mean": 0.2802020708719889, "iqa_tid2013_min": 0.2802020708719889, "iqa_tid2013_max": 0.2802020708719889, "iqa_kadid10k_mean": 0.1707763671875, "iqa_kadid10k_min": 0.1707763671875, "iqa_kadid10k_max": 0.1707763671875, "iqa_flive_mean": 0.5310419256036932, "iqa_flive_min": 0.5310419256036932, "iqa_flive_max": 0.5310419256036932, "iqa_spaq_mean": 0.2156393648398043, "iqa_spaq_min": 0.2156393648398043, "iqa_spaq_max": 0.2156393648398043, "iqa_clive_mean": 0.4518599462027502, "iqa_clive_min": 0.4518599462027502, "iqa_clive_max": 0.4518599462027502, "iqa_koniq10k_mean": 0.6528677892203283, "iqa_koniq10k_min": 0.6528677892203283, "iqa_koniq10k_max": 0.6528677892203283, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 5.1536456895710595e-25 }, { "lang": "eo", "score": 3.2485154901980515e-28 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8774538040161133 }, { "lang": "es", "score": 0.005731798242777586 }, { "lang": "ru", "score": 0.005266484338790178 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3412902523772885, "iqa_v2_live_min": 0.3412902523772885, "iqa_v2_live_max": 0.3412902523772885, "iqa_v2_csiq_mean": 0.40051692724227905, "iqa_v2_csiq_min": 0.40051692724227905, "iqa_v2_csiq_max": 0.40051692724227905, "iqa_v2_tid2013_mean": 0.2802020708719889, "iqa_v2_tid2013_min": 0.2802020708719889, "iqa_v2_tid2013_max": 0.2802020708719889, "iqa_v2_kadid10k_mean": 0.1707763671875, "iqa_v2_kadid10k_min": 0.1707763671875, "iqa_v2_kadid10k_max": 0.1707763671875, "iqa_v2_flive_mean": 0.5310419256036932, "iqa_v2_flive_min": 0.5310419256036932, "iqa_v2_flive_max": 0.5310419256036932, "iqa_v2_spaq_mean": 0.2156393648398043, "iqa_v2_spaq_min": 0.2156393648398043, "iqa_v2_spaq_max": 0.2156393648398043, "iqa_v2_clive_mean": 0.4518599462027502, "iqa_v2_clive_min": 0.4518599462027502, "iqa_v2_clive_max": 0.4518599462027502, "iqa_v2_koniq10k_mean": 0.6528677892203283, "iqa_v2_koniq10k_min": 0.6528677892203283, "iqa_v2_koniq10k_max": 0.6528677892203283, "imdecont": { "jpg": 0.5152934789657593 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5152934789657593, "imdecont_mean": 0.5152934789657593, "imdecont_min": 0.5152934789657593, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.0, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.0, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.0, "clip_score_dfn_public_prev_turn_only_min": 3.83984375, "clip_score_dfn_public_prev_turn_only_mean": 3.83984375, "clip_score_dfn_public_prev_turn_only_max": 3.83984375, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.09375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.09375, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.09375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.234375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.234375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.234375, "clip_score_clip_vitl14_224_next_turn_only_min": 27.078125, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.078125, "clip_score_clip_vitl14_224_next_turn_only_max": 27.078125, "clip_score_dfn_public_next_turn_only_min": 3.56640625, "clip_score_dfn_public_next_turn_only_mean": 3.56640625, "clip_score_dfn_public_next_turn_only_max": 3.56640625, "clip_score_siglip2_b16_224_next_turn_only_min": 2.53125, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.53125, "clip_score_siglip2_b16_224_next_turn_only_max": 2.53125, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.015625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.015625, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.015625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.375, "clip_score_dfn_public_prev_and_next_turn_min": 4.234375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.234375, "clip_score_dfn_public_prev_and_next_turn_max": 4.234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.75, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.75, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.46875, "im_height": { "jpg": 4871 }, "im_height_mean": 4871.0, "im_height_min": 4871, "im_height_max": 4871, "im_width": { "jpg": 1755 }, "im_width_mean": 1755.0, "im_width_min": 1755, "im_width_max": 1755, "im_ar": { "jpg": 0.3603 }, "im_ar_mean": 0.3603, "im_ar_min": 0.3603, "im_ar_max": 0.3603, "im_kilobytes": { "jpg": 25044.74 }, "im_kilobytes_mean": 25044.74, "im_kilobytes_min": 25044.74, "im_kilobytes_max": 25044.74, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 132.0 }, "im_clarity_mean": 132.0, "im_clarity_min": 132.0, "im_clarity_max": 132.0, "im_luma": { "jpg": 214.06 }, "im_luma_mean": 214.06, "im_luma_min": 214.06, "im_luma_max": 214.06, "im_saturation": { "jpg": 92.82 }, "im_saturation_mean": 92.82, "im_saturation_min": 92.82, "im_saturation_max": 92.82, "im_entropy": { "jpg": 1.72 }, "im_entropy_mean": 1.72, "im_entropy_min": 1.72, "im_entropy_max": 1.72, "unifilter_score_qwen2_5_1_5b": -0.6923828125, "unifilter_score_qwen3_0_6b": -1.69921875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 5.1536456895710595e-25, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 3.2485154901980515e-28, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8774538040161133, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.005731798242777586, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.005266484338790178, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9698333144187927, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8355757594108582, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999453604221344, "text_quality_nvidia_edu_nemotron4_score": 2.611328125, "text_quality_nvidia_edu_mixtral_score": 2.580078125, "text_quality_dclmbaseline_fasttext_score": 0.9951580166816711, "text_quality_dolma3_fasttext_score": 0.9933444261550903, "custom_fasttext_val_fasttext_score": 0.0004170536994934082, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0005682706832885742, "custom_fasttext_core_clean_fasttext_score": 5.4955482482910156e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.4140625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.421875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0078125, "within_sample_repetition_detection": 6.0 }, "185": { "detoxify": 1, "length_chars": 1279, "length_tokens": 3068, "length_tokens_text_only": 508, "length_tokens_trainable_only": 390, "length_images": 1, "iqa_live_mean": 0.4576097353540285, "iqa_live_min": 0.4576097353540285, "iqa_live_max": 0.4576097353540285, "iqa_csiq_mean": 0.579655110836029, "iqa_csiq_min": 0.579655110836029, "iqa_csiq_max": 0.579655110836029, "iqa_tid2013_mean": 0.33499807781643337, "iqa_tid2013_min": 0.33499807781643337, "iqa_tid2013_max": 0.33499807781643337, "iqa_kadid10k_mean": 0.3458251953125, "iqa_kadid10k_min": 0.3458251953125, "iqa_kadid10k_max": 0.3458251953125, "iqa_flive_mean": 0.6082791415127842, "iqa_flive_min": 0.6082791415127842, "iqa_flive_max": 0.6082791415127842, "iqa_spaq_mean": 0.3502668900923296, "iqa_spaq_min": 0.3502668900923296, "iqa_spaq_max": 0.3502668900923296, "iqa_clive_mean": 0.41502677069769967, "iqa_clive_min": 0.41502677069769967, "iqa_clive_max": 0.41502677069769967, "iqa_koniq10k_mean": 0.6320344944192906, "iqa_koniq10k_min": 0.6320344944192906, "iqa_koniq10k_max": 0.6320344944192906, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 3.3480999653196257e-23 }, { "lang": "eo", "score": 2.9933853040291104e-29 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8549176454544067 }, { "lang": "ru", "score": 0.0069398959167301655 }, { "lang": "vi", "score": 0.0053262547589838505 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4576097353540285, "iqa_v2_live_min": 0.4576097353540285, "iqa_v2_live_max": 0.4576097353540285, "iqa_v2_csiq_mean": 0.579655110836029, "iqa_v2_csiq_min": 0.579655110836029, "iqa_v2_csiq_max": 0.579655110836029, "iqa_v2_tid2013_mean": 0.33499807781643337, "iqa_v2_tid2013_min": 0.33499807781643337, "iqa_v2_tid2013_max": 0.33499807781643337, "iqa_v2_kadid10k_mean": 0.3458251953125, "iqa_v2_kadid10k_min": 0.3458251953125, "iqa_v2_kadid10k_max": 0.3458251953125, "iqa_v2_flive_mean": 0.6082791415127842, "iqa_v2_flive_min": 0.6082791415127842, "iqa_v2_flive_max": 0.6082791415127842, "iqa_v2_spaq_mean": 0.3502668900923296, "iqa_v2_spaq_min": 0.3502668900923296, "iqa_v2_spaq_max": 0.3502668900923296, "iqa_v2_clive_mean": 0.41502677069769967, "iqa_v2_clive_min": 0.41502677069769967, "iqa_v2_clive_max": 0.41502677069769967, "iqa_v2_koniq10k_mean": 0.6320344944192906, "iqa_v2_koniq10k_min": 0.6320344944192906, "iqa_v2_koniq10k_max": 0.6320344944192906, "imdecont": { "jpg": 0.42929208278656006 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.42929208278656006, "imdecont_mean": 0.42929208278656006, "imdecont_min": 0.42929208278656006, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.203125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.203125, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.203125, "clip_score_dfn_public_prev_turn_only_min": 3.814453125, "clip_score_dfn_public_prev_turn_only_mean": 3.814453125, "clip_score_dfn_public_prev_turn_only_max": 3.814453125, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.546875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.546875, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.546875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.625, "clip_score_clip_vitl14_224_next_turn_only_min": 22.734375, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.734375, "clip_score_clip_vitl14_224_next_turn_only_max": 22.734375, "clip_score_dfn_public_next_turn_only_min": 3.560546875, "clip_score_dfn_public_next_turn_only_mean": 3.560546875, "clip_score_dfn_public_next_turn_only_max": 3.560546875, "clip_score_siglip2_b16_224_next_turn_only_min": 0.953125, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.953125, "clip_score_siglip2_b16_224_next_turn_only_max": 0.953125, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.9375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.9375, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.9375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.4375, "clip_score_dfn_public_prev_and_next_turn_min": 3.958984375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.958984375, "clip_score_dfn_public_prev_and_next_turn_max": 3.958984375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.15625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.15625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.15625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.96875, "im_height": { "jpg": 2625 }, "im_height_mean": 2625.0, "im_height_min": 2625, "im_height_max": 2625, "im_width": { "jpg": 2517 }, "im_width_mean": 2517.0, "im_width_min": 2517, "im_width_max": 2517, "im_ar": { "jpg": 0.9589 }, "im_ar_mean": 0.9589, "im_ar_min": 0.9589, "im_ar_max": 0.9589, "im_kilobytes": { "jpg": 19356.81 }, "im_kilobytes_mean": 19356.81, "im_kilobytes_min": 19356.81, "im_kilobytes_max": 19356.81, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 155.13 }, "im_clarity_mean": 155.13, "im_clarity_min": 155.13, "im_clarity_max": 155.13, "im_luma": { "jpg": 223.13 }, "im_luma_mean": 223.13, "im_luma_min": 223.13, "im_luma_max": 223.13, "im_saturation": { "jpg": 72.87 }, "im_saturation_mean": 72.87, "im_saturation_min": 72.87, "im_saturation_max": 72.87, "im_entropy": { "jpg": 2.07 }, "im_entropy_mean": 2.07, "im_entropy_min": 2.07, "im_entropy_max": 2.07, "unifilter_score_qwen2_5_1_5b": 1.1806640625, "unifilter_score_qwen3_0_6b": 1.8701171875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.3480999653196257e-23, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 2.9933853040291104e-29, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8549176454544067, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0069398959167301655, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.0053262547589838505, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9930158853530884, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8720476031303406, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997417330741882, "text_quality_nvidia_edu_nemotron4_score": 2.14453125, "text_quality_nvidia_edu_mixtral_score": 2.30859375, "text_quality_dclmbaseline_fasttext_score": 0.9995139837265015, "text_quality_dolma3_fasttext_score": 0.9999492168426514, "custom_fasttext_val_fasttext_score": 0.0017705559730529785, "custom_fasttext_core_fasttext_score": 0.00016236305236816406, "custom_fasttext_val_clean_fasttext_score": 0.006389617919921875, "custom_fasttext_core_clean_fasttext_score": 0.0008401870727539062, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.87890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.1171875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.23828125, "within_sample_repetition_detection": 6.0 }, "182": { "detoxify": 1, "length_chars": 971, "length_tokens": 2213, "length_tokens_text_only": 421, "length_tokens_trainable_only": 309, "length_images": 1, "iqa_live_mean": 0.4116817050509982, "iqa_live_min": 0.4116817050509982, "iqa_live_max": 0.4116817050509982, "iqa_csiq_mean": 0.579777181148529, "iqa_csiq_min": 0.579777181148529, "iqa_csiq_max": 0.579777181148529, "iqa_tid2013_mean": 0.3589781125386556, "iqa_tid2013_min": 0.3589781125386556, "iqa_tid2013_max": 0.3589781125386556, "iqa_kadid10k_mean": 0.398193359375, "iqa_kadid10k_min": 0.398193359375, "iqa_kadid10k_max": 0.398193359375, "iqa_flive_mean": 0.6263208870935922, "iqa_flive_min": 0.6263208870935922, "iqa_flive_max": 0.6263208870935922, "iqa_spaq_mean": 0.2708792638297033, "iqa_spaq_min": 0.2708792638297033, "iqa_spaq_max": 0.2708792638297033, "iqa_clive_mean": 0.3287736141320431, "iqa_clive_min": 0.3287736141320431, "iqa_clive_max": 0.3287736141320431, "iqa_koniq10k_mean": 0.6282466156314118, "iqa_koniq10k_min": 0.6282466156314118, "iqa_koniq10k_max": 0.6282466156314118, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999515176451579 }, { "lang": "la", "score": 4.848235484208135e-05 }, { "lang": "nl", "score": 9.033078474344845e-19 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8096596598625183 }, { "lang": "ru", "score": 0.008481533266603947 }, { "lang": "vi", "score": 0.007776099257171154 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4116817050509982, "iqa_v2_live_min": 0.4116817050509982, "iqa_v2_live_max": 0.4116817050509982, "iqa_v2_csiq_mean": 0.579777181148529, "iqa_v2_csiq_min": 0.579777181148529, "iqa_v2_csiq_max": 0.579777181148529, "iqa_v2_tid2013_mean": 0.3589781125386556, "iqa_v2_tid2013_min": 0.3589781125386556, "iqa_v2_tid2013_max": 0.3589781125386556, "iqa_v2_kadid10k_mean": 0.398193359375, "iqa_v2_kadid10k_min": 0.398193359375, "iqa_v2_kadid10k_max": 0.398193359375, "iqa_v2_flive_mean": 0.6263208870935922, "iqa_v2_flive_min": 0.6263208870935922, "iqa_v2_flive_max": 0.6263208870935922, "iqa_v2_spaq_mean": 0.2708792638297033, "iqa_v2_spaq_min": 0.2708792638297033, "iqa_v2_spaq_max": 0.2708792638297033, "iqa_v2_clive_mean": 0.3287736141320431, "iqa_v2_clive_min": 0.3287736141320431, "iqa_v2_clive_max": 0.3287736141320431, "iqa_v2_koniq10k_mean": 0.6282466156314118, "iqa_v2_koniq10k_min": 0.6282466156314118, "iqa_v2_koniq10k_max": 0.6282466156314118, "imdecont": { "jpg": 0.48576271533966064 }, "imdecont_image_match": { "jpg": 204629 }, "imdecont_max": 0.48576271533966064, "imdecont_mean": 0.48576271533966064, "imdecont_min": 0.48576271533966064, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.515625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.515625, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.515625, "clip_score_dfn_public_prev_turn_only_min": 3.61328125, "clip_score_dfn_public_prev_turn_only_mean": 3.61328125, "clip_score_dfn_public_prev_turn_only_max": 3.61328125, "clip_score_siglip2_b16_224_prev_turn_only_min": -3.390625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -3.390625, "clip_score_siglip2_b16_224_prev_turn_only_max": -3.390625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.109375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.109375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.109375, "clip_score_clip_vitl14_224_next_turn_only_min": 25.46875, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.46875, "clip_score_clip_vitl14_224_next_turn_only_max": 25.46875, "clip_score_dfn_public_next_turn_only_min": 3.271484375, "clip_score_dfn_public_next_turn_only_mean": 3.271484375, "clip_score_dfn_public_next_turn_only_max": 3.271484375, "clip_score_siglip2_b16_224_next_turn_only_min": -0.34375, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.34375, "clip_score_siglip2_b16_224_next_turn_only_max": -0.34375, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.9375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.9375, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.9375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.46875, "clip_score_dfn_public_prev_and_next_turn_min": 3.83984375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.83984375, "clip_score_dfn_public_prev_and_next_turn_max": 3.83984375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.015625, "im_height": { "jpg": 2187 }, "im_height_mean": 2187.0, "im_height_min": 2187, "im_height_max": 2187, "im_width": { "jpg": 3385 }, "im_width_mean": 3385.0, "im_width_min": 3385, "im_width_max": 3385, "im_ar": { "jpg": 1.5478 }, "im_ar_mean": 1.5478, "im_ar_min": 1.5478, "im_ar_max": 1.5478, "im_kilobytes": { "jpg": 21688.46 }, "im_kilobytes_mean": 21688.46, "im_kilobytes_min": 21688.46, "im_kilobytes_max": 21688.46, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 135.21 }, "im_clarity_mean": 135.21, "im_clarity_min": 135.21, "im_clarity_max": 135.21, "im_luma": { "jpg": 234.53 }, "im_luma_mean": 234.53, "im_luma_min": 234.53, "im_luma_max": 234.53, "im_saturation": { "jpg": 34.26 }, "im_saturation_mean": 34.26, "im_saturation_min": 34.26, "im_saturation_max": 34.26, "im_entropy": { "jpg": 1.43 }, "im_entropy_mean": 1.43, "im_entropy_min": 1.43, "im_entropy_max": 1.43, "unifilter_score_qwen2_5_1_5b": 2.83984375, "unifilter_score_qwen3_0_6b": -0.50244140625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999515176451579, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.848235484208135e-05, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 9.033078474344845e-19, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8096596598625183, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.008481533266603947, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.007776099257171154, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9955980181694031, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.35300710797309875, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997689127922058, "text_quality_nvidia_edu_nemotron4_score": 1.763671875, "text_quality_nvidia_edu_mixtral_score": 1.8330078125, "text_quality_dclmbaseline_fasttext_score": 0.9997368454933167, "text_quality_dolma3_fasttext_score": 0.9122503995895386, "custom_fasttext_val_fasttext_score": 0.004903852939605713, "custom_fasttext_core_fasttext_score": 8.058547973632812e-05, "custom_fasttext_val_clean_fasttext_score": 0.00675809383392334, "custom_fasttext_core_clean_fasttext_score": 0.0007522106170654297, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.1484375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.28125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1328125, "within_sample_repetition_detection": 7.0 }, "154": { "detoxify": 1, "length_chars": 884, "length_tokens": 3153, "length_tokens_text_only": 337, "length_tokens_trainable_only": 239, "length_images": 1, "iqa_live_mean": 0.3018331816702178, "iqa_live_min": 0.3018331816702178, "iqa_live_max": 0.3018331816702178, "iqa_csiq_mean": 0.4163174033164978, "iqa_csiq_min": 0.4163174033164978, "iqa_csiq_max": 0.4163174033164978, "iqa_tid2013_mean": 0.23115693198310003, "iqa_tid2013_min": 0.23115693198310003, "iqa_tid2013_max": 0.23115693198310003, "iqa_kadid10k_mean": 0.1671142578125, "iqa_kadid10k_min": 0.1671142578125, "iqa_kadid10k_max": 0.1671142578125, "iqa_flive_mean": 0.5918058144925821, "iqa_flive_min": 0.5918058144925821, "iqa_flive_max": 0.5918058144925821, "iqa_spaq_mean": 0.2580951729206124, "iqa_spaq_min": 0.2580951729206124, "iqa_spaq_max": 0.2580951729206124, "iqa_clive_mean": 0.31172815958658856, "iqa_clive_min": 0.31172815958658856, "iqa_clive_max": 0.31172815958658856, "iqa_koniq10k_mean": 0.65823395083649, "iqa_koniq10k_min": 0.65823395083649, "iqa_koniq10k_max": 0.65823395083649, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999889 }, { "lang": "la", "score": 1.1140929382106002e-14 }, { "lang": "eo", "score": 2.2725104099962944e-19 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.843748152256012 }, { "lang": "es", "score": 0.007838957011699677 }, { "lang": "ru", "score": 0.007726715411990881 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3018331816702178, "iqa_v2_live_min": 0.3018331816702178, "iqa_v2_live_max": 0.3018331816702178, "iqa_v2_csiq_mean": 0.4163174033164978, "iqa_v2_csiq_min": 0.4163174033164978, "iqa_v2_csiq_max": 0.4163174033164978, "iqa_v2_tid2013_mean": 0.23115693198310003, "iqa_v2_tid2013_min": 0.23115693198310003, "iqa_v2_tid2013_max": 0.23115693198310003, "iqa_v2_kadid10k_mean": 0.1671142578125, "iqa_v2_kadid10k_min": 0.1671142578125, "iqa_v2_kadid10k_max": 0.1671142578125, "iqa_v2_flive_mean": 0.5918452715632891, "iqa_v2_flive_min": 0.5918452715632891, "iqa_v2_flive_max": 0.5918452715632891, "iqa_v2_spaq_mean": 0.2582530012034407, "iqa_v2_spaq_min": 0.2582530012034407, "iqa_v2_spaq_max": 0.2582530012034407, "iqa_v2_clive_mean": 0.3115703313037603, "iqa_v2_clive_min": 0.3115703313037603, "iqa_v2_clive_max": 0.3115703313037603, "iqa_v2_koniq10k_mean": 0.6585496074021465, "iqa_v2_koniq10k_min": 0.6585496074021465, "iqa_v2_koniq10k_max": 0.6585496074021465, "imdecont": { "jpg": 0.5542581677436829 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5542581677436829, "imdecont_mean": 0.5542581677436829, "imdecont_min": 0.5542581677436829, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.984375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.984375, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.984375, "clip_score_dfn_public_prev_turn_only_min": 2.548828125, "clip_score_dfn_public_prev_turn_only_mean": 2.548828125, "clip_score_dfn_public_prev_turn_only_max": 2.548828125, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.25, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.25, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.25, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.609375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.609375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.609375, "clip_score_clip_vitl14_224_next_turn_only_min": 24.375, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.375, "clip_score_clip_vitl14_224_next_turn_only_max": 24.375, "clip_score_dfn_public_next_turn_only_min": 2.583984375, "clip_score_dfn_public_next_turn_only_mean": 2.583984375, "clip_score_dfn_public_next_turn_only_max": 2.583984375, "clip_score_siglip2_b16_224_next_turn_only_min": 0.453125, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.453125, "clip_score_siglip2_b16_224_next_turn_only_max": 0.453125, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.1875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.1875, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.203125, "clip_score_dfn_public_prev_and_next_turn_min": 1.9736328125, "clip_score_dfn_public_prev_and_next_turn_mean": 1.9736328125, "clip_score_dfn_public_prev_and_next_turn_max": 1.9736328125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.4453125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.4453125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.4453125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.15625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.15625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.15625, "im_height": { "jpg": 3820 }, "im_height_mean": 3820.0, "im_height_min": 3820, "im_height_max": 3820, "im_width": { "jpg": 1632 }, "im_width_mean": 1632.0, "im_width_min": 1632, "im_width_max": 1632, "im_ar": { "jpg": 0.4272 }, "im_ar_mean": 0.4272, "im_ar_min": 0.4272, "im_ar_max": 0.4272, "im_kilobytes": { "jpg": 18264.38 }, "im_kilobytes_mean": 18264.38, "im_kilobytes_min": 18264.38, "im_kilobytes_max": 18264.38, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 125.91 }, "im_clarity_mean": 125.91, "im_clarity_min": 125.91, "im_clarity_max": 125.91, "im_luma": { "jpg": 213.8 }, "im_luma_mean": 213.8, "im_luma_min": 213.8, "im_luma_max": 213.8, "im_saturation": { "jpg": 90.59 }, "im_saturation_mean": 90.59, "im_saturation_min": 90.59, "im_saturation_max": 90.59, "im_entropy": { "jpg": 1.62 }, "im_entropy_mean": 1.62, "im_entropy_min": 1.62, "im_entropy_max": 1.62, "unifilter_score_qwen2_5_1_5b": -0.378662109375, "unifilter_score_qwen3_0_6b": 1.0029296875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999889, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.1140929382106002e-14, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 2.2725104099962944e-19, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.843748152256012, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.007838957011699677, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.007726715411990881, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.990933895111084, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7192813158035278, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9998040795326233, "text_quality_nvidia_edu_nemotron4_score": 2.6015625, "text_quality_nvidia_edu_mixtral_score": 2.271484375, "text_quality_dclmbaseline_fasttext_score": 0.9991106986999512, "text_quality_dolma3_fasttext_score": 0.999445378780365, "custom_fasttext_val_fasttext_score": 0.0007255673408508301, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0008589625358581543, "custom_fasttext_core_clean_fasttext_score": 0.00010251998901367188, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.1484375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0859375, "within_sample_repetition_detection": 7.0 }, "183": { "detoxify": 1, "length_chars": 979, "length_tokens": 2196, "length_tokens_text_only": 404, "length_tokens_trainable_only": 302, "length_images": 1, "iqa_live_mean": 0.4258073363641295, "iqa_live_min": 0.4258073363641295, "iqa_live_max": 0.4258073363641295, "iqa_csiq_mean": 0.592228353023529, "iqa_csiq_min": 0.592228353023529, "iqa_csiq_max": 0.592228353023529, "iqa_tid2013_mean": 0.32034964031643337, "iqa_tid2013_min": 0.32034964031643337, "iqa_tid2013_max": 0.32034964031643337, "iqa_kadid10k_mean": 0.3616943359375, "iqa_kadid10k_min": 0.3616943359375, "iqa_kadid10k_max": 0.3616943359375, "iqa_flive_mean": 0.6310754641137942, "iqa_flive_min": 0.6310754641137942, "iqa_flive_max": 0.6310754641137942, "iqa_spaq_mean": 0.46976262872869323, "iqa_spaq_min": 0.46976262872869323, "iqa_spaq_max": 0.46976262872869323, "iqa_clive_mean": 0.47772035695085624, "iqa_clive_min": 0.47772035695085624, "iqa_clive_max": 0.47772035695085624, "iqa_koniq10k_mean": 0.5971544439142401, "iqa_koniq10k_min": 0.5971544439142401, "iqa_koniq10k_max": 0.5971544439142401, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999997 }, { "lang": "la", "score": 2.7685746440674065e-16 }, { "lang": "fr", "score": 2.5732086729477626e-22 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8528807759284973 }, { "lang": "ru", "score": 0.00580028910189867 }, { "lang": "id", "score": 0.005768492352217436 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4258073363641295, "iqa_v2_live_min": 0.4258073363641295, "iqa_v2_live_max": 0.4258073363641295, "iqa_v2_csiq_mean": 0.592228353023529, "iqa_v2_csiq_min": 0.592228353023529, "iqa_v2_csiq_max": 0.592228353023529, "iqa_v2_tid2013_mean": 0.32034964031643337, "iqa_v2_tid2013_min": 0.32034964031643337, "iqa_v2_tid2013_max": 0.32034964031643337, "iqa_v2_kadid10k_mean": 0.3616943359375, "iqa_v2_kadid10k_min": 0.3616943359375, "iqa_v2_kadid10k_max": 0.3616943359375, "iqa_v2_flive_mean": 0.6311543782552084, "iqa_v2_flive_min": 0.6311543782552084, "iqa_v2_flive_max": 0.6311543782552084, "iqa_v2_spaq_mean": 0.46982181433475384, "iqa_v2_spaq_min": 0.46982181433475384, "iqa_v2_spaq_max": 0.46982181433475384, "iqa_v2_clive_mean": 0.47768459898052795, "iqa_v2_clive_min": 0.47768459898052795, "iqa_v2_clive_max": 0.47768459898052795, "iqa_v2_koniq10k_mean": 0.5971544439142401, "iqa_v2_koniq10k_min": 0.5971544439142401, "iqa_v2_koniq10k_max": 0.5971544439142401, "imdecont": { "jpg": 0.6563016176223755 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.6563016176223755, "imdecont_mean": 0.6563016176223755, "imdecont_min": 0.6563016176223755, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.4375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.4375, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.4375, "clip_score_dfn_public_prev_turn_only_min": 2.955078125, "clip_score_dfn_public_prev_turn_only_mean": 2.955078125, "clip_score_dfn_public_prev_turn_only_max": 2.955078125, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.796875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.796875, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.796875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.015625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.015625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.015625, "clip_score_clip_vitl14_224_next_turn_only_min": 26.953125, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.953125, "clip_score_clip_vitl14_224_next_turn_only_max": 26.953125, "clip_score_dfn_public_next_turn_only_min": 4.09375, "clip_score_dfn_public_next_turn_only_mean": 4.09375, "clip_score_dfn_public_next_turn_only_max": 4.09375, "clip_score_siglip2_b16_224_next_turn_only_min": -1.1953125, "clip_score_siglip2_b16_224_next_turn_only_mean": -1.1953125, "clip_score_siglip2_b16_224_next_turn_only_max": -1.1953125, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.59375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.59375, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.65625, "clip_score_dfn_public_prev_and_next_turn_min": 3.77734375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.77734375, "clip_score_dfn_public_prev_and_next_turn_max": 3.77734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.34375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.34375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.78125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.78125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.78125, "im_height": { "jpg": 1819 }, "im_height_mean": 1819.0, "im_height_min": 1819, "im_height_max": 1819, "im_width": { "jpg": 1183 }, "im_width_mean": 1183.0, "im_width_min": 1183, "im_width_max": 1183, "im_ar": { "jpg": 0.6504 }, "im_ar_mean": 0.6504, "im_ar_min": 0.6504, "im_ar_max": 0.6504, "im_kilobytes": { "jpg": 6304.33 }, "im_kilobytes_mean": 6304.33, "im_kilobytes_min": 6304.33, "im_kilobytes_max": 6304.33, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 274.34 }, "im_clarity_mean": 274.34, "im_clarity_min": 274.34, "im_clarity_max": 274.34, "im_luma": { "jpg": 215.37 }, "im_luma_mean": 215.37, "im_luma_min": 215.37, "im_luma_max": 215.37, "im_saturation": { "jpg": 33.85 }, "im_saturation_mean": 33.85, "im_saturation_min": 33.85, "im_saturation_max": 33.85, "im_entropy": { "jpg": 2.07 }, "im_entropy_mean": 2.07, "im_entropy_min": 2.07, "im_entropy_max": 2.07, "unifilter_score_qwen2_5_1_5b": 0.213623046875, "unifilter_score_qwen3_0_6b": 0.7421875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999997, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.7685746440674065e-16, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 2.5732086729477626e-22, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8528807759284973, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.00580028910189867, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.005768492352217436, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9948863387107849, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5316735506057739, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9998490810394287, "text_quality_nvidia_edu_nemotron4_score": 2.25390625, "text_quality_nvidia_edu_mixtral_score": 2.20703125, "text_quality_dclmbaseline_fasttext_score": 0.9999103546142578, "text_quality_dolma3_fasttext_score": 0.9991368651390076, "custom_fasttext_val_fasttext_score": 0.0018434524536132812, "custom_fasttext_core_fasttext_score": 9.894371032714844e-05, "custom_fasttext_val_clean_fasttext_score": 0.0014123916625976562, "custom_fasttext_core_clean_fasttext_score": 6.842613220214844e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 4.0 }, "178": { "detoxify": 1, "length_chars": 752, "length_tokens": 1574, "length_tokens_text_only": 294, "length_tokens_trainable_only": 178, "length_images": 1, "iqa_live_mean": 0.4576097353540285, "iqa_live_min": 0.4576097353540285, "iqa_live_max": 0.4576097353540285, "iqa_csiq_mean": 0.648502767086029, "iqa_csiq_min": 0.648502767086029, "iqa_csiq_max": 0.648502767086029, "iqa_tid2013_mean": 0.3893058035108778, "iqa_tid2013_min": 0.3893058035108778, "iqa_tid2013_max": 0.3893058035108778, "iqa_kadid10k_mean": 0.3797607421875, "iqa_kadid10k_min": 0.3797607421875, "iqa_kadid10k_max": 0.3797607421875, "iqa_flive_mean": 0.6877654104521781, "iqa_flive_min": 0.6877654104521781, "iqa_flive_max": 0.6877654104521781, "iqa_spaq_mean": 0.4182514229206124, "iqa_spaq_min": 0.4182514229206124, "iqa_spaq_max": 0.4182514229206124, "iqa_clive_mean": 0.42804760403103304, "iqa_clive_min": 0.42804760403103304, "iqa_clive_max": 0.42804760403103304, "iqa_koniq10k_mean": 0.5924195954293916, "iqa_koniq10k_min": 0.5924195954293916, "iqa_koniq10k_max": 0.5924195954293916, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.999999999999445 }, { "lang": "la", "score": 5.550797173703977e-13 }, { "lang": "eo", "score": 1.6634690899377183e-22 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8784979581832886 }, { "lang": "vi", "score": 0.005625493358820677 }, { "lang": "ru", "score": 0.005598732735961676 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.45764919242473556, "iqa_v2_live_min": 0.45764919242473556, "iqa_v2_live_max": 0.45764919242473556, "iqa_v2_csiq_mean": 0.648502767086029, "iqa_v2_csiq_min": 0.648502767086029, "iqa_v2_csiq_max": 0.648502767086029, "iqa_v2_tid2013_mean": 0.3893058035108778, "iqa_v2_tid2013_min": 0.3893058035108778, "iqa_v2_tid2013_max": 0.3893058035108778, "iqa_v2_kadid10k_mean": 0.3800048828125, "iqa_v2_kadid10k_min": 0.3800048828125, "iqa_v2_kadid10k_max": 0.3800048828125, "iqa_v2_flive_mean": 0.6878443245935922, "iqa_v2_flive_min": 0.6878443245935922, "iqa_v2_flive_max": 0.6878443245935922, "iqa_v2_spaq_mean": 0.41817250877919826, "iqa_v2_spaq_min": 0.41817250877919826, "iqa_v2_spaq_max": 0.41817250877919826, "iqa_v2_clive_mean": 0.4281265181724472, "iqa_v2_clive_min": 0.4281265181724472, "iqa_v2_clive_max": 0.4281265181724472, "iqa_v2_koniq10k_mean": 0.5924195954293916, "iqa_v2_koniq10k_min": 0.5924195954293916, "iqa_v2_koniq10k_max": 0.5924195954293916, "imdecont": { "jpg": 0.4315893054008484 }, "imdecont_image_match": { "jpg": 206444 }, "imdecont_max": 0.4315893054008484, "imdecont_mean": 0.4315893054008484, "imdecont_min": 0.4315893054008484, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.765625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.765625, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.765625, "clip_score_dfn_public_prev_turn_only_min": 2.73046875, "clip_score_dfn_public_prev_turn_only_mean": 2.73046875, "clip_score_dfn_public_prev_turn_only_max": 2.73046875, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.859375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.859375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.859375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.90625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.90625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.90625, "clip_score_clip_vitl14_224_next_turn_only_min": 29.09375, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.09375, "clip_score_clip_vitl14_224_next_turn_only_max": 29.09375, "clip_score_dfn_public_next_turn_only_min": 3.40234375, "clip_score_dfn_public_next_turn_only_mean": 3.40234375, "clip_score_dfn_public_next_turn_only_max": 3.40234375, "clip_score_siglip2_b16_224_next_turn_only_min": 2.71875, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.71875, "clip_score_siglip2_b16_224_next_turn_only_max": 2.71875, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.6875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.6875, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.9375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.9375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.9375, "clip_score_dfn_public_prev_and_next_turn_min": 3.544921875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.544921875, "clip_score_dfn_public_prev_and_next_turn_max": 3.544921875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.1875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.1875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.25, "im_height": { "jpg": 943 }, "im_height_mean": 943.0, "im_height_min": 943, "im_height_max": 943, "im_width": { "jpg": 934 }, "im_width_mean": 934.0, "im_width_min": 934, "im_width_max": 934, "im_ar": { "jpg": 0.9905 }, "im_ar_mean": 0.9905, "im_ar_min": 0.9905, "im_ar_max": 0.9905, "im_kilobytes": { "jpg": 2580.36 }, "im_kilobytes_mean": 2580.36, "im_kilobytes_min": 2580.36, "im_kilobytes_max": 2580.36, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 445.84 }, "im_clarity_mean": 445.84, "im_clarity_min": 445.84, "im_clarity_max": 445.84, "im_luma": { "jpg": 188.84 }, "im_luma_mean": 188.84, "im_luma_min": 188.84, "im_luma_max": 188.84, "im_saturation": { "jpg": 73.37 }, "im_saturation_mean": 73.37, "im_saturation_min": 73.37, "im_saturation_max": 73.37, "im_entropy": { "jpg": 1.53 }, "im_entropy_mean": 1.53, "im_entropy_min": 1.53, "im_entropy_max": 1.53, "unifilter_score_qwen2_5_1_5b": -2.185546875, "unifilter_score_qwen3_0_6b": -3.6953125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.999999999999445, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 5.550797173703977e-13, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.6634690899377183e-22, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8784979581832886, "language_detection_annotation_nllb_1_lan": "vi", "language_detection_annotation_nllb_1_score": 0.005625493358820677, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.005598732735961676, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9855501651763916, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.9266180396080017, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996269941329956, "text_quality_nvidia_edu_nemotron4_score": 2.255859375, "text_quality_nvidia_edu_mixtral_score": 2.37890625, "text_quality_dclmbaseline_fasttext_score": 0.999906063079834, "text_quality_dolma3_fasttext_score": 0.9999537467956543, "custom_fasttext_val_fasttext_score": 0.0003619194030761719, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00034618377685546875, "custom_fasttext_core_clean_fasttext_score": 1.0728836059570312e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 4.0 }, "181": { "detoxify": 1, "length_chars": 812, "length_tokens": 3184, "length_tokens_text_only": 368, "length_tokens_trainable_only": 240, "length_images": 1, "iqa_live_mean": 0.5077300794196851, "iqa_live_min": 0.5077300794196851, "iqa_live_max": 0.5077300794196851, "iqa_csiq_mean": 0.641422688961029, "iqa_csiq_min": 0.641422688961029, "iqa_csiq_max": 0.641422688961029, "iqa_tid2013_mean": 0.3589781125386556, "iqa_tid2013_min": 0.3589781125386556, "iqa_tid2013_max": 0.3589781125386556, "iqa_kadid10k_mean": 0.4051513671875, "iqa_kadid10k_min": 0.4051513671875, "iqa_kadid10k_max": 0.4051513671875, "iqa_flive_mean": 0.6874102968158144, "iqa_flive_min": 0.6874102968158144, "iqa_flive_max": 0.6874102968158144, "iqa_spaq_mean": 0.47757512872869323, "iqa_spaq_min": 0.47757512872869323, "iqa_spaq_max": 0.47757512872869323, "iqa_clive_mean": 0.4606490087027502, "iqa_clive_min": 0.4606490087027502, "iqa_clive_max": 0.4606490087027502, "iqa_koniq10k_mean": 0.638189758917298, "iqa_koniq10k_min": 0.638189758917298, "iqa_koniq10k_max": 0.638189758917298, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999976585805 }, { "lang": "la", "score": 2.3414194634898395e-09 }, { "lang": "tl", "score": 5.872890261724942e-19 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.78096604347229 }, { "lang": "ru", "score": 0.009087124839425087 }, { "lang": "ko", "score": 0.008231503888964653 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5077300794196851, "iqa_v2_live_min": 0.5077300794196851, "iqa_v2_live_max": 0.5077300794196851, "iqa_v2_csiq_mean": 0.641422688961029, "iqa_v2_csiq_min": 0.641422688961029, "iqa_v2_csiq_max": 0.641422688961029, "iqa_v2_tid2013_mean": 0.3589781125386556, "iqa_v2_tid2013_min": 0.3589781125386556, "iqa_v2_tid2013_max": 0.3589781125386556, "iqa_v2_kadid10k_mean": 0.4051513671875, "iqa_v2_kadid10k_min": 0.4051513671875, "iqa_v2_kadid10k_max": 0.4051513671875, "iqa_v2_flive_mean": 0.6874102968158144, "iqa_v2_flive_min": 0.6874102968158144, "iqa_v2_flive_max": 0.6874102968158144, "iqa_v2_spaq_mean": 0.47757512872869323, "iqa_v2_spaq_min": 0.47757512872869323, "iqa_v2_spaq_max": 0.47757512872869323, "iqa_v2_clive_mean": 0.4606490087027502, "iqa_v2_clive_min": 0.4606490087027502, "iqa_v2_clive_max": 0.4606490087027502, "iqa_v2_koniq10k_mean": 0.638189758917298, "iqa_v2_koniq10k_min": 0.638189758917298, "iqa_v2_koniq10k_max": 0.638189758917298, "imdecont": { "jpg": 0.5215933322906494 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5215933322906494, "imdecont_mean": 0.5215933322906494, "imdecont_min": 0.5215933322906494, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.53125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.53125, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.53125, "clip_score_dfn_public_prev_turn_only_min": 2.998046875, "clip_score_dfn_public_prev_turn_only_mean": 2.998046875, "clip_score_dfn_public_prev_turn_only_max": 2.998046875, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.203125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.203125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.203125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.75, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.75, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.75, "clip_score_clip_vitl14_224_next_turn_only_min": 20.125, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.125, "clip_score_clip_vitl14_224_next_turn_only_max": 20.125, "clip_score_dfn_public_next_turn_only_min": 0.90576171875, "clip_score_dfn_public_next_turn_only_mean": 0.90576171875, "clip_score_dfn_public_next_turn_only_max": 0.90576171875, "clip_score_siglip2_b16_224_next_turn_only_min": 0.0, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.0, "clip_score_siglip2_b16_224_next_turn_only_max": 0.0, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.375, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.53125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.53125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.53125, "clip_score_dfn_public_prev_and_next_turn_min": 2.998046875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.998046875, "clip_score_dfn_public_prev_and_next_turn_max": 2.998046875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.203125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.203125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.65625, "im_height": { "jpg": 1777 }, "im_height_mean": 1777.0, "im_height_min": 1777, "im_height_max": 1777, "im_width": { "jpg": 787 }, "im_width_mean": 787.0, "im_width_min": 787, "im_width_max": 787, "im_ar": { "jpg": 0.4429 }, "im_ar_mean": 0.4429, "im_ar_min": 0.4429, "im_ar_max": 0.4429, "im_kilobytes": { "jpg": 4097.17 }, "im_kilobytes_mean": 4097.17, "im_kilobytes_min": 4097.17, "im_kilobytes_max": 4097.17, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 380.96 }, "im_clarity_mean": 380.96, "im_clarity_min": 380.96, "im_clarity_max": 380.96, "im_luma": { "jpg": 227.62 }, "im_luma_mean": 227.62, "im_luma_min": 227.62, "im_luma_max": 227.62, "im_saturation": { "jpg": 98.36 }, "im_saturation_mean": 98.36, "im_saturation_min": 98.36, "im_saturation_max": 98.36, "im_entropy": { "jpg": 2.03 }, "im_entropy_mean": 2.03, "im_entropy_min": 2.03, "im_entropy_max": 2.03, "unifilter_score_qwen2_5_1_5b": -0.6005859375, "unifilter_score_qwen3_0_6b": 1.140625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999976585805, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.3414194634898395e-09, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 5.872890261724942e-19, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.78096604347229, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.009087124839425087, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.008231503888964653, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.99410480260849, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.49657273292541504, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997420907020569, "text_quality_nvidia_edu_nemotron4_score": 1.99609375, "text_quality_nvidia_edu_mixtral_score": 1.927734375, "text_quality_dclmbaseline_fasttext_score": 0.9999909400939941, "text_quality_dolma3_fasttext_score": 0.9997500777244568, "custom_fasttext_val_fasttext_score": 0.0015968680381774902, "custom_fasttext_core_fasttext_score": 9.5367431640625e-05, "custom_fasttext_val_clean_fasttext_score": 0.001960575580596924, "custom_fasttext_core_clean_fasttext_score": 0.00011205673217773438, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.1953125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.3671875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.171875, "within_sample_repetition_detection": 7.0 }, "187": { "detoxify": 1, "length_chars": 400, "length_tokens": 2222, "length_tokens_text_only": 174, "length_tokens_trainable_only": 93, "length_images": 1, "iqa_live_mean": 0.6419531696974629, "iqa_live_min": 0.6419531696974629, "iqa_live_max": 0.6419531696974629, "iqa_csiq_mean": 0.746891438961029, "iqa_csiq_min": 0.746891438961029, "iqa_csiq_max": 0.746891438961029, "iqa_tid2013_mean": 0.4221834076775445, "iqa_tid2013_min": 0.4221834076775445, "iqa_tid2013_max": 0.4221834076775445, "iqa_kadid10k_mean": 0.4991455078125, "iqa_kadid10k_min": 0.4991455078125, "iqa_kadid10k_max": 0.4991455078125, "iqa_flive_mean": 0.6575511585582386, "iqa_flive_min": 0.6575511585582386, "iqa_flive_max": 0.6575511585582386, "iqa_spaq_mean": 0.5132640491832386, "iqa_spaq_min": 0.5132640491832386, "iqa_spaq_max": 0.5132640491832386, "iqa_clive_mean": 0.5359626924148714, "iqa_clive_min": 0.5359626924148714, "iqa_clive_max": 0.5359626924148714, "iqa_koniq10k_mean": 0.677804657907197, "iqa_koniq10k_min": 0.677804657907197, "iqa_koniq10k_max": 0.677804657907197, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.999999999999999 }, { "lang": "la", "score": 1.075713320841317e-15 }, { "lang": "eo", "score": 3.1936479385747047e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8739591836929321 }, { "lang": "es", "score": 0.004935933277010918 }, { "lang": "ru", "score": 0.0047671739012002945 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.6419531696974629, "iqa_v2_live_min": 0.6419531696974629, "iqa_v2_live_max": 0.6419531696974629, "iqa_v2_csiq_mean": 0.746891438961029, "iqa_v2_csiq_min": 0.746891438961029, "iqa_v2_csiq_max": 0.746891438961029, "iqa_v2_tid2013_mean": 0.4221834076775445, "iqa_v2_tid2013_min": 0.4221834076775445, "iqa_v2_tid2013_max": 0.4221834076775445, "iqa_v2_kadid10k_mean": 0.4991455078125, "iqa_v2_kadid10k_min": 0.4991455078125, "iqa_v2_kadid10k_max": 0.4991455078125, "iqa_v2_flive_mean": 0.6575511585582386, "iqa_v2_flive_min": 0.6575511585582386, "iqa_v2_flive_max": 0.6575511585582386, "iqa_v2_spaq_mean": 0.5132640491832386, "iqa_v2_spaq_min": 0.5132640491832386, "iqa_v2_spaq_max": 0.5132640491832386, "iqa_v2_clive_mean": 0.5359626924148714, "iqa_v2_clive_min": 0.5359626924148714, "iqa_v2_clive_max": 0.5359626924148714, "iqa_v2_koniq10k_mean": 0.677804657907197, "iqa_v2_koniq10k_min": 0.677804657907197, "iqa_v2_koniq10k_max": 0.677804657907197, "imdecont": { "jpg": 0.5260794758796692 }, "imdecont_image_match": { "jpg": 202880 }, "imdecont_max": 0.5260794758796692, "imdecont_mean": 0.5260794758796692, "imdecont_min": 0.5260794758796692, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.703125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.703125, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.703125, "clip_score_dfn_public_prev_turn_only_min": 3.22265625, "clip_score_dfn_public_prev_turn_only_mean": 3.22265625, "clip_score_dfn_public_prev_turn_only_max": 3.22265625, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.21875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.21875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.21875, "clip_score_clip_vitl14_224_next_turn_only_min": 23.453125, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.453125, "clip_score_clip_vitl14_224_next_turn_only_max": 23.453125, "clip_score_dfn_public_next_turn_only_min": 2.2109375, "clip_score_dfn_public_next_turn_only_mean": 2.2109375, "clip_score_dfn_public_next_turn_only_max": 2.2109375, "clip_score_siglip2_b16_224_next_turn_only_min": 2.28125, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.28125, "clip_score_siglip2_b16_224_next_turn_only_max": 2.28125, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.65625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.65625, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.03125, "clip_score_dfn_public_prev_and_next_turn_min": 3.38671875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.38671875, "clip_score_dfn_public_prev_and_next_turn_max": 3.38671875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.953125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.953125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 19.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 19.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 19.84375, "im_height": { "jpg": 2465 }, "im_height_mean": 2465.0, "im_height_min": 2465, "im_height_max": 2465, "im_width": { "jpg": 377 }, "im_width_mean": 377.0, "im_width_min": 377, "im_width_max": 377, "im_ar": { "jpg": 0.1529 }, "im_ar_mean": 0.1529, "im_ar_min": 0.1529, "im_ar_max": 0.1529, "im_kilobytes": { "jpg": 2722.57 }, "im_kilobytes_mean": 2722.57, "im_kilobytes_min": 2722.57, "im_kilobytes_max": 2722.57, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 402.12 }, "im_clarity_mean": 402.12, "im_clarity_min": 402.12, "im_clarity_max": 402.12, "im_luma": { "jpg": 206.93 }, "im_luma_mean": 206.93, "im_luma_min": 206.93, "im_luma_max": 206.93, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 1.59 }, "im_entropy_mean": 1.59, "im_entropy_min": 1.59, "im_entropy_max": 1.59, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.999999999999999, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.075713320841317e-15, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 3.1936479385747047e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8739591836929321, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.004935933277010918, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.0047671739012002945, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9851994514465332, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7630245685577393, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9989808201789856, "text_quality_nvidia_edu_nemotron4_score": 2.283203125, "text_quality_nvidia_edu_mixtral_score": 2.05078125, "text_quality_dclmbaseline_fasttext_score": 0.994534969329834, "text_quality_dolma3_fasttext_score": 0.9753416776657104, "custom_fasttext_val_fasttext_score": 0.0015527606010437012, "custom_fasttext_core_fasttext_score": 0.00023990869522094727, "custom_fasttext_val_clean_fasttext_score": 0.003351449966430664, "custom_fasttext_core_clean_fasttext_score": 0.001446843147277832, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.9140625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.8828125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.03125, "within_sample_repetition_detection": 7.0 }, "198": { "detoxify": 1, "length_chars": 1189, "length_tokens": 2301, "length_tokens_text_only": 509, "length_tokens_trainable_only": 358, "length_images": 1, "iqa_live_mean": 0.4119973616166548, "iqa_live_min": 0.4119973616166548, "iqa_live_max": 0.4119973616166548, "iqa_csiq_mean": 0.528568685054779, "iqa_csiq_min": 0.528568685054779, "iqa_csiq_max": 0.528568685054779, "iqa_tid2013_mean": 0.3348895708719889, "iqa_tid2013_min": 0.3348895708719889, "iqa_tid2013_max": 0.3348895708719889, "iqa_kadid10k_mean": 0.4365234375, "iqa_kadid10k_min": 0.4365234375, "iqa_kadid10k_max": 0.4365234375, "iqa_flive_mean": 0.5992237437855115, "iqa_flive_min": 0.5992237437855115, "iqa_flive_max": 0.5992237437855115, "iqa_spaq_mean": 0.24499542544586492, "iqa_spaq_min": 0.24499542544586492, "iqa_spaq_max": 0.24499542544586492, "iqa_clive_mean": 0.2994175535259825, "iqa_clive_min": 0.2994175535259825, "iqa_clive_max": 0.2994175535259825, "iqa_koniq10k_mean": 0.6342440903788866, "iqa_koniq10k_min": 0.6342440903788866, "iqa_koniq10k_max": 0.6342440903788866, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.999999999695294 }, { "lang": "la", "score": 3.047058158886167e-10 }, { "lang": "tl", "score": 1.814413374343104e-16 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8450843691825867 }, { "lang": "vi", "score": 0.00653450470417738 }, { "lang": "ru", "score": 0.005734862759709358 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4119973616166548, "iqa_v2_live_min": 0.4119973616166548, "iqa_v2_live_max": 0.4119973616166548, "iqa_v2_csiq_mean": 0.528568685054779, "iqa_v2_csiq_min": 0.528568685054779, "iqa_v2_csiq_max": 0.528568685054779, "iqa_v2_tid2013_mean": 0.3348895708719889, "iqa_v2_tid2013_min": 0.3348895708719889, "iqa_v2_tid2013_max": 0.3348895708719889, "iqa_v2_kadid10k_mean": 0.4366455078125, "iqa_v2_kadid10k_min": 0.4366455078125, "iqa_v2_kadid10k_max": 0.4366455078125, "iqa_v2_flive_mean": 0.5993026579269256, "iqa_v2_flive_min": 0.5993026579269256, "iqa_v2_flive_max": 0.5993026579269256, "iqa_v2_spaq_mean": 0.24499542544586492, "iqa_v2_spaq_min": 0.24499542544586492, "iqa_v2_spaq_max": 0.24499542544586492, "iqa_v2_clive_mean": 0.2994175535259825, "iqa_v2_clive_min": 0.2994175535259825, "iqa_v2_clive_max": 0.2994175535259825, "iqa_v2_koniq10k_mean": 0.6342440903788866, "iqa_v2_koniq10k_min": 0.6342440903788866, "iqa_v2_koniq10k_max": 0.6342440903788866, "imdecont": { "jpg": 0.4046899080276489 }, "imdecont_image_match": { "jpg": 88458 }, "imdecont_max": 0.4046899080276489, "imdecont_mean": 0.4046899080276489, "imdecont_min": 0.4046899080276489, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.4375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.4375, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.4375, "clip_score_dfn_public_prev_turn_only_min": 3.38671875, "clip_score_dfn_public_prev_turn_only_mean": 3.38671875, "clip_score_dfn_public_prev_turn_only_max": 3.38671875, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.578125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.578125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.578125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.25, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.25, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.25, "clip_score_clip_vitl14_224_next_turn_only_min": 26.375, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.375, "clip_score_clip_vitl14_224_next_turn_only_max": 26.375, "clip_score_dfn_public_next_turn_only_min": 1.177734375, "clip_score_dfn_public_next_turn_only_mean": 1.177734375, "clip_score_dfn_public_next_turn_only_max": 1.177734375, "clip_score_siglip2_b16_224_next_turn_only_min": -0.8359375, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.8359375, "clip_score_siglip2_b16_224_next_turn_only_max": -0.8359375, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.1875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.1875, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.4375, "clip_score_dfn_public_prev_and_next_turn_min": 3.38671875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.38671875, "clip_score_dfn_public_prev_and_next_turn_max": 3.38671875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.578125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.578125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.6875, "im_height": { "jpg": 3453 }, "im_height_mean": 3453.0, "im_height_min": 3453, "im_height_max": 3453, "im_width": { "jpg": 2071 }, "im_width_mean": 2071.0, "im_width_min": 2071, "im_width_max": 2071, "im_ar": { "jpg": 0.5998 }, "im_ar_mean": 0.5998, "im_ar_min": 0.5998, "im_ar_max": 0.5998, "im_kilobytes": { "jpg": 20950.67 }, "im_kilobytes_mean": 20950.67, "im_kilobytes_min": 20950.67, "im_kilobytes_max": 20950.67, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 124.25 }, "im_clarity_mean": 124.25, "im_clarity_min": 124.25, "im_clarity_max": 124.25, "im_luma": { "jpg": 241.64 }, "im_luma_mean": 241.64, "im_luma_min": 241.64, "im_luma_max": 241.64, "im_saturation": { "jpg": 28.16 }, "im_saturation_mean": 28.16, "im_saturation_min": 28.16, "im_saturation_max": 28.16, "im_entropy": { "jpg": 1.24 }, "im_entropy_mean": 1.24, "im_entropy_min": 1.24, "im_entropy_max": 1.24, "unifilter_score_qwen2_5_1_5b": -0.02166748046875, "unifilter_score_qwen3_0_6b": 0.55859375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.999999999695294, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.047058158886167e-10, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.814413374343104e-16, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8450843691825867, "language_detection_annotation_nllb_1_lan": "vi", "language_detection_annotation_nllb_1_score": 0.00653450470417738, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.005734862759709358, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9948392510414124, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5834393501281738, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9994206428527832, "text_quality_nvidia_edu_nemotron4_score": 2.099609375, "text_quality_nvidia_edu_mixtral_score": 1.8994140625, "text_quality_dclmbaseline_fasttext_score": 0.9998319745063782, "text_quality_dolma3_fasttext_score": 0.9999911785125732, "custom_fasttext_val_fasttext_score": 0.001641392707824707, "custom_fasttext_core_fasttext_score": 3.9696693420410156e-05, "custom_fasttext_val_clean_fasttext_score": 0.001180410385131836, "custom_fasttext_core_clean_fasttext_score": 0.00017827749252319336, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.0234375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.140625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1171875, "within_sample_repetition_detection": 8.0 }, "190": { "detoxify": 1, "length_chars": 1285, "length_tokens": 2220, "length_tokens_text_only": 428, "length_tokens_trainable_only": 302, "length_images": 1, "iqa_live_mean": 0.40884079596008915, "iqa_live_min": 0.40884079596008915, "iqa_live_max": 0.40884079596008915, "iqa_csiq_mean": 0.45850032567977905, "iqa_csiq_min": 0.45850032567977905, "iqa_csiq_max": 0.45850032567977905, "iqa_tid2013_mean": 0.2937654389275445, "iqa_tid2013_min": 0.2937654389275445, "iqa_tid2013_max": 0.2937654389275445, "iqa_kadid10k_mean": 0.2906494140625, "iqa_kadid10k_min": 0.2906494140625, "iqa_kadid10k_max": 0.2906494140625, "iqa_flive_mean": 0.572787506411774, "iqa_flive_min": 0.572787506411774, "iqa_flive_max": 0.572787506411774, "iqa_spaq_mean": 0.27498279918323865, "iqa_spaq_min": 0.27498279918323865, "iqa_spaq_max": 0.27498279918323865, "iqa_clive_mean": 0.49987920125325525, "iqa_clive_min": 0.49987920125325525, "iqa_clive_max": 0.49987920125325525, "iqa_koniq10k_mean": 0.6541304154829546, "iqa_koniq10k_min": 0.6541304154829546, "iqa_koniq10k_max": 0.6541304154829546, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "tl", "score": 7.908320078877871e-30 }, { "lang": "la", "score": 4.5024673480071374e-30 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8886255621910095 }, { "lang": "es", "score": 0.005094686057418585 }, { "lang": "ru", "score": 0.004870409145951271 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.40884079596008915, "iqa_v2_live_min": 0.40884079596008915, "iqa_v2_live_max": 0.40884079596008915, "iqa_v2_csiq_mean": 0.45850032567977905, "iqa_v2_csiq_min": 0.45850032567977905, "iqa_v2_csiq_max": 0.45850032567977905, "iqa_v2_tid2013_mean": 0.2937654389275445, "iqa_v2_tid2013_min": 0.2937654389275445, "iqa_v2_tid2013_max": 0.2937654389275445, "iqa_v2_kadid10k_mean": 0.2906494140625, "iqa_v2_kadid10k_min": 0.2906494140625, "iqa_v2_kadid10k_max": 0.2906494140625, "iqa_v2_flive_mean": 0.5727480493410669, "iqa_v2_flive_min": 0.5727480493410669, "iqa_v2_flive_max": 0.5727480493410669, "iqa_v2_spaq_mean": 0.27498279918323865, "iqa_v2_spaq_min": 0.27498279918323865, "iqa_v2_spaq_max": 0.27498279918323865, "iqa_v2_clive_mean": 0.4998989297886088, "iqa_v2_clive_min": 0.4998989297886088, "iqa_v2_clive_max": 0.4998989297886088, "iqa_v2_koniq10k_mean": 0.6542882437657829, "iqa_v2_koniq10k_min": 0.6542882437657829, "iqa_v2_koniq10k_max": 0.6542882437657829, "imdecont": { "jpg": 0.4999399185180664 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.4999399185180664, "imdecont_mean": 0.4999399185180664, "imdecont_min": 0.4999399185180664, "clip_score_clip_vitl14_224_prev_turn_only_min": 32.15625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 32.15625, "clip_score_clip_vitl14_224_prev_turn_only_max": 32.15625, "clip_score_dfn_public_prev_turn_only_min": 3.875, "clip_score_dfn_public_prev_turn_only_mean": 3.875, "clip_score_dfn_public_prev_turn_only_max": 3.875, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.296875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.296875, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.296875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.171875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.171875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.171875, "clip_score_clip_vitl14_224_next_turn_only_min": 30.390625, "clip_score_clip_vitl14_224_next_turn_only_mean": 30.390625, "clip_score_clip_vitl14_224_next_turn_only_max": 30.390625, "clip_score_dfn_public_next_turn_only_min": 4.53125, "clip_score_dfn_public_next_turn_only_mean": 4.53125, "clip_score_dfn_public_next_turn_only_max": 4.53125, "clip_score_siglip2_b16_224_next_turn_only_min": -0.234375, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.234375, "clip_score_siglip2_b16_224_next_turn_only_max": -0.234375, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.5625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.5625, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 32.15625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 32.15625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 32.15625, "clip_score_dfn_public_prev_and_next_turn_min": 3.875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.875, "clip_score_dfn_public_prev_and_next_turn_max": 3.875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.65625, "im_height": { "jpg": 3069 }, "im_height_mean": 3069.0, "im_height_min": 3069, "im_height_max": 3069, "im_width": { "jpg": 1929 }, "im_width_mean": 1929.0, "im_width_min": 1929, "im_width_max": 1929, "im_ar": { "jpg": 0.6285 }, "im_ar_mean": 0.6285, "im_ar_min": 0.6285, "im_ar_max": 0.6285, "im_kilobytes": { "jpg": 17344.05 }, "im_kilobytes_mean": 17344.05, "im_kilobytes_min": 17344.05, "im_kilobytes_max": 17344.05, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 145.88 }, "im_clarity_mean": 145.88, "im_clarity_min": 145.88, "im_clarity_max": 145.88, "im_luma": { "jpg": 211.15 }, "im_luma_mean": 211.15, "im_luma_min": 211.15, "im_luma_max": 211.15, "im_saturation": { "jpg": 78.3 }, "im_saturation_mean": 78.3, "im_saturation_min": 78.3, "im_saturation_max": 78.3, "im_entropy": { "jpg": 1.72 }, "im_entropy_mean": 1.72, "im_entropy_min": 1.72, "im_entropy_max": 1.72, "unifilter_score_qwen2_5_1_5b": -2.287109375, "unifilter_score_qwen3_0_6b": -1.0908203125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 7.908320078877871e-30, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 4.5024673480071374e-30, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8886255621910095, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.005094686057418585, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.004870409145951271, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9874841570854187, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6526751518249512, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997041821479797, "text_quality_nvidia_edu_nemotron4_score": 2.818359375, "text_quality_nvidia_edu_mixtral_score": 2.67578125, "text_quality_dclmbaseline_fasttext_score": 0.9987357258796692, "text_quality_dolma3_fasttext_score": 0.9999707937240601, "custom_fasttext_val_fasttext_score": 0.0008327960968017578, "custom_fasttext_core_fasttext_score": 2.86102294921875e-06, "custom_fasttext_val_clean_fasttext_score": 0.0007594823837280273, "custom_fasttext_core_clean_fasttext_score": 5.626678466796875e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.0390625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0546875, "within_sample_repetition_detection": 7.0 }, "200": { "detoxify": 1, "length_chars": 1349, "length_tokens": 3931, "length_tokens_text_only": 603, "length_tokens_trainable_only": 480, "length_images": 1, "iqa_live_mean": 0.3133546463166824, "iqa_live_min": 0.3133546463166824, "iqa_live_max": 0.3133546463166824, "iqa_csiq_mean": 0.47592586278915405, "iqa_csiq_min": 0.47592586278915405, "iqa_csiq_max": 0.47592586278915405, "iqa_tid2013_mean": 0.2798765500386556, "iqa_tid2013_min": 0.2798765500386556, "iqa_tid2013_max": 0.2798765500386556, "iqa_kadid10k_mean": 0.2838134765625, "iqa_kadid10k_min": 0.2838134765625, "iqa_kadid10k_max": 0.2838134765625, "iqa_flive_mean": 0.6025184091895518, "iqa_flive_min": 0.6025184091895518, "iqa_flive_max": 0.6025184091895518, "iqa_spaq_mean": 0.2565168900923296, "iqa_spaq_min": 0.2565168900923296, "iqa_spaq_max": 0.2565168900923296, "iqa_clive_mean": 0.34526666968759867, "iqa_clive_min": 0.34526666968759867, "iqa_clive_max": 0.34526666968759867, "iqa_koniq10k_mean": 0.6295092418940381, "iqa_koniq10k_min": 0.6295092418940381, "iqa_koniq10k_max": 0.6295092418940381, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 2.1355322321241765e-18 }, { "lang": "eo", "score": 2.1652038959207477e-29 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8112894892692566 }, { "lang": "ru", "score": 0.008254348300397396 }, { "lang": "tr", "score": 0.007112815976142883 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3133546463166824, "iqa_v2_live_min": 0.3133546463166824, "iqa_v2_live_max": 0.3133546463166824, "iqa_v2_csiq_mean": 0.47592586278915405, "iqa_v2_csiq_min": 0.47592586278915405, "iqa_v2_csiq_max": 0.47592586278915405, "iqa_v2_tid2013_mean": 0.2798765500386556, "iqa_v2_tid2013_min": 0.2798765500386556, "iqa_v2_tid2013_max": 0.2798765500386556, "iqa_v2_kadid10k_mean": 0.2838134765625, "iqa_v2_kadid10k_min": 0.2838134765625, "iqa_v2_kadid10k_max": 0.2838134765625, "iqa_v2_flive_mean": 0.6025184091895518, "iqa_v2_flive_min": 0.6025184091895518, "iqa_v2_flive_max": 0.6025184091895518, "iqa_v2_spaq_mean": 0.2565168900923296, "iqa_v2_spaq_min": 0.2565168900923296, "iqa_v2_spaq_max": 0.2565168900923296, "iqa_v2_clive_mean": 0.34526666968759867, "iqa_v2_clive_min": 0.34526666968759867, "iqa_v2_clive_max": 0.34526666968759867, "iqa_v2_koniq10k_mean": 0.6295092418940381, "iqa_v2_koniq10k_min": 0.6295092418940381, "iqa_v2_koniq10k_max": 0.6295092418940381, "imdecont": { "jpg": 0.4394940137863159 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.4394940137863159, "imdecont_mean": 0.4394940137863159, "imdecont_min": 0.4394940137863159, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.125, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.125, "clip_score_dfn_public_prev_turn_only_min": 3.138671875, "clip_score_dfn_public_prev_turn_only_mean": 3.138671875, "clip_score_dfn_public_prev_turn_only_max": 3.138671875, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.328125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.328125, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.328125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.09375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.09375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.09375, "clip_score_clip_vitl14_224_next_turn_only_min": 26.21875, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.21875, "clip_score_clip_vitl14_224_next_turn_only_max": 26.21875, "clip_score_dfn_public_next_turn_only_min": 2.14453125, "clip_score_dfn_public_next_turn_only_mean": 2.14453125, "clip_score_dfn_public_next_turn_only_max": 2.14453125, "clip_score_siglip2_b16_224_next_turn_only_min": -1.34375, "clip_score_siglip2_b16_224_next_turn_only_mean": -1.34375, "clip_score_siglip2_b16_224_next_turn_only_max": -1.34375, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.046875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.046875, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.125, "clip_score_dfn_public_prev_and_next_turn_min": 3.138671875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.138671875, "clip_score_dfn_public_prev_and_next_turn_max": 3.138671875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.328125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.328125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.296875, "im_height": { "jpg": 2365 }, "im_height_mean": 2365.0, "im_height_min": 2365, "im_height_max": 2365, "im_width": { "jpg": 3245 }, "im_width_mean": 3245.0, "im_width_min": 3245, "im_width_max": 3245, "im_ar": { "jpg": 1.3721 }, "im_ar_mean": 1.3721, "im_ar_min": 1.3721, "im_ar_max": 1.3721, "im_kilobytes": { "jpg": 22483.67 }, "im_kilobytes_mean": 22483.67, "im_kilobytes_min": 22483.67, "im_kilobytes_max": 22483.67, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 169.74 }, "im_clarity_mean": 169.74, "im_clarity_min": 169.74, "im_clarity_max": 169.74, "im_luma": { "jpg": 226.17 }, "im_luma_mean": 226.17, "im_luma_min": 226.17, "im_luma_max": 226.17, "im_saturation": { "jpg": 46.21 }, "im_saturation_mean": 46.21, "im_saturation_min": 46.21, "im_saturation_max": 46.21, "im_entropy": { "jpg": 1.91 }, "im_entropy_mean": 1.91, "im_entropy_min": 1.91, "im_entropy_max": 1.91, "unifilter_score_qwen2_5_1_5b": 1.4736328125, "unifilter_score_qwen3_0_6b": 1.017578125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.1355322321241765e-18, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 2.1652038959207477e-29, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8112894892692566, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.008254348300397396, "language_detection_annotation_nllb_2_lan": "tr", "language_detection_annotation_nllb_2_score": 0.007112815976142883, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9938997030258179, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6340530514717102, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997933506965637, "text_quality_nvidia_edu_nemotron4_score": 2.01171875, "text_quality_nvidia_edu_mixtral_score": 2.21875, "text_quality_dclmbaseline_fasttext_score": 0.9999765157699585, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0030347108840942383, "custom_fasttext_core_fasttext_score": 0.0002396702766418457, "custom_fasttext_val_clean_fasttext_score": 0.002656698226928711, "custom_fasttext_core_clean_fasttext_score": 5.3048133850097656e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.796875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.79296875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.00390625, "within_sample_repetition_detection": 7.0 }, "193": { "detoxify": 1, "length_chars": 376, "length_tokens": 1447, "length_tokens_text_only": 167, "length_tokens_trainable_only": 80, "length_images": 1, "iqa_live_mean": 0.5430934790408972, "iqa_live_min": 0.5430934790408972, "iqa_live_max": 0.5430934790408972, "iqa_csiq_mean": 0.649845540523529, "iqa_csiq_min": 0.649845540523529, "iqa_csiq_max": 0.649845540523529, "iqa_tid2013_mean": 0.4171378347608778, "iqa_tid2013_min": 0.4171378347608778, "iqa_tid2013_max": 0.4171378347608778, "iqa_kadid10k_mean": 0.4315185546875, "iqa_kadid10k_min": 0.4315185546875, "iqa_kadid10k_max": 0.4315185546875, "iqa_flive_mean": 0.6744091920178347, "iqa_flive_min": 0.6744091920178347, "iqa_flive_max": 0.6744091920178347, "iqa_spaq_mean": 0.4423991501933397, "iqa_spaq_min": 0.4423991501933397, "iqa_spaq_max": 0.4423991501933397, "iqa_clive_mean": 0.4652556217078007, "iqa_clive_min": 0.4652556217078007, "iqa_clive_max": 0.4652556217078007, "iqa_koniq10k_mean": 0.6746480922506314, "iqa_koniq10k_min": 0.6746480922506314, "iqa_koniq10k_max": 0.6746480922506314, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999992909118 }, { "lang": "la", "score": 7.043422446096347e-10 }, { "lang": "de", "score": 4.60690207858826e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.853910505771637 }, { "lang": "ru", "score": 0.006933723576366901 }, { "lang": "fr", "score": 0.005904148332774639 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5430540219701901, "iqa_v2_live_min": 0.5430540219701901, "iqa_v2_live_max": 0.5430540219701901, "iqa_v2_csiq_mean": 0.649845540523529, "iqa_v2_csiq_min": 0.649845540523529, "iqa_v2_csiq_max": 0.649845540523529, "iqa_v2_tid2013_mean": 0.4170835812886556, "iqa_v2_tid2013_min": 0.4170835812886556, "iqa_v2_tid2013_max": 0.4170835812886556, "iqa_v2_kadid10k_mean": 0.4315185546875, "iqa_v2_kadid10k_min": 0.4315185546875, "iqa_v2_kadid10k_max": 0.4315185546875, "iqa_v2_flive_mean": 0.6744289205531881, "iqa_v2_flive_min": 0.6744289205531881, "iqa_v2_flive_max": 0.6744289205531881, "iqa_v2_spaq_mean": 0.4426358926175821, "iqa_v2_spaq_min": 0.4426358926175821, "iqa_v2_spaq_max": 0.4426358926175821, "iqa_v2_clive_mean": 0.4653148073138613, "iqa_v2_clive_min": 0.4653148073138613, "iqa_v2_clive_max": 0.4653148073138613, "iqa_v2_koniq10k_mean": 0.6746480922506314, "iqa_v2_koniq10k_min": 0.6746480922506314, "iqa_v2_koniq10k_max": 0.6746480922506314, "imdecont": { "jpg": 0.5331283211708069 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5331283211708069, "imdecont_mean": 0.5331283211708069, "imdecont_min": 0.5331283211708069, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.3125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.3125, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.3125, "clip_score_dfn_public_prev_turn_only_min": 3.271484375, "clip_score_dfn_public_prev_turn_only_mean": 3.271484375, "clip_score_dfn_public_prev_turn_only_max": 3.271484375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.28125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.28125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.28125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.875, "clip_score_clip_vitl14_224_next_turn_only_min": 29.46875, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.46875, "clip_score_clip_vitl14_224_next_turn_only_max": 29.46875, "clip_score_dfn_public_next_turn_only_min": 4.82421875, "clip_score_dfn_public_next_turn_only_mean": 4.82421875, "clip_score_dfn_public_next_turn_only_max": 4.82421875, "clip_score_siglip2_b16_224_next_turn_only_min": 1.796875, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.796875, "clip_score_siglip2_b16_224_next_turn_only_max": 1.796875, "clip_score_longclip_vitl14_224_next_turn_only_min": 28.546875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 28.546875, "clip_score_longclip_vitl14_224_next_turn_only_max": 28.546875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.21875, "clip_score_dfn_public_prev_and_next_turn_min": 4.9453125, "clip_score_dfn_public_prev_and_next_turn_mean": 4.9453125, "clip_score_dfn_public_prev_and_next_turn_max": 4.9453125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.703125, "im_height": { "jpg": 701 }, "im_height_mean": 701.0, "im_height_min": 701, "im_height_max": 701, "im_width": { "jpg": 785 }, "im_width_mean": 785.0, "im_width_min": 785, "im_width_max": 785, "im_ar": { "jpg": 1.1198 }, "im_ar_mean": 1.1198, "im_ar_min": 1.1198, "im_ar_max": 1.1198, "im_kilobytes": { "jpg": 1612.16 }, "im_kilobytes_mean": 1612.16, "im_kilobytes_min": 1612.16, "im_kilobytes_max": 1612.16, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 359.23 }, "im_clarity_mean": 359.23, "im_clarity_min": 359.23, "im_clarity_max": 359.23, "im_luma": { "jpg": 223.01 }, "im_luma_mean": 223.01, "im_luma_min": 223.01, "im_luma_max": 223.01, "im_saturation": { "jpg": 43.2 }, "im_saturation_mean": 43.2, "im_saturation_min": 43.2, "im_saturation_max": 43.2, "im_entropy": { "jpg": 1.56 }, "im_entropy_mean": 1.56, "im_entropy_min": 1.56, "im_entropy_max": 1.56, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999992909118, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 7.043422446096347e-10, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 4.60690207858826e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.853910505771637, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006933723576366901, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.005904148332774639, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9908883571624756, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5034149885177612, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996334314346313, "text_quality_nvidia_edu_nemotron4_score": 2.6328125, "text_quality_nvidia_edu_mixtral_score": 2.318359375, "text_quality_dclmbaseline_fasttext_score": 0.9989407658576965, "text_quality_dolma3_fasttext_score": 0.9996803998947144, "custom_fasttext_val_fasttext_score": 0.0014595985412597656, "custom_fasttext_core_fasttext_score": 1.9788742065429688e-05, "custom_fasttext_val_clean_fasttext_score": 0.000556647777557373, "custom_fasttext_core_clean_fasttext_score": 0.0002301335334777832, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.40625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.34375, "within_sample_repetition_detection": 7.0 }, "192": { "detoxify": 1, "length_chars": 354, "length_tokens": 2739, "length_tokens_text_only": 179, "length_tokens_trainable_only": 90, "length_images": 1, "iqa_live_mean": 0.415469583838877, "iqa_live_min": 0.415469583838877, "iqa_live_max": 0.415469583838877, "iqa_csiq_mean": 0.544254720211029, "iqa_csiq_min": 0.544254720211029, "iqa_csiq_max": 0.544254720211029, "iqa_tid2013_mean": 0.3181795014275445, "iqa_tid2013_min": 0.3181795014275445, "iqa_tid2013_max": 0.3181795014275445, "iqa_kadid10k_mean": 0.3201904296875, "iqa_kadid10k_min": 0.3201904296875, "iqa_kadid10k_max": 0.3201904296875, "iqa_flive_mean": 0.5809945771188447, "iqa_flive_min": 0.5809945771188447, "iqa_flive_max": 0.5809945771188447, "iqa_spaq_mean": 0.2001721931226326, "iqa_spaq_min": 0.2001721931226326, "iqa_spaq_max": 0.2001721931226326, "iqa_clive_mean": 0.2755854828189118, "iqa_clive_min": 0.2755854828189118, "iqa_clive_max": 0.2755854828189118, "iqa_koniq10k_mean": 0.5595913126011088, "iqa_koniq10k_min": 0.5595913126011088, "iqa_koniq10k_max": 0.5595913126011088, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999996 }, { "lang": "la", "score": 3.604057308988118e-16 }, { "lang": "nl", "score": 2.279639497147992e-20 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8977785706520081 }, { "lang": "vi", "score": 0.003750033676624298 }, { "lang": "es", "score": 0.003740486456081271 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.415469583838877, "iqa_v2_live_min": 0.415469583838877, "iqa_v2_live_max": 0.415469583838877, "iqa_v2_csiq_mean": 0.544254720211029, "iqa_v2_csiq_min": 0.544254720211029, "iqa_v2_csiq_max": 0.544254720211029, "iqa_v2_tid2013_mean": 0.3181795014275445, "iqa_v2_tid2013_min": 0.3181795014275445, "iqa_v2_tid2013_max": 0.3181795014275445, "iqa_v2_kadid10k_mean": 0.3204345703125, "iqa_v2_kadid10k_min": 0.3204345703125, "iqa_v2_kadid10k_max": 0.3204345703125, "iqa_v2_flive_mean": 0.5809945771188447, "iqa_v2_flive_min": 0.5809945771188447, "iqa_v2_flive_max": 0.5809945771188447, "iqa_v2_spaq_mean": 0.2000143648398043, "iqa_v2_spaq_min": 0.2000143648398043, "iqa_v2_spaq_max": 0.2000143648398043, "iqa_v2_clive_mean": 0.2755854828189118, "iqa_v2_clive_min": 0.2755854828189118, "iqa_v2_clive_max": 0.2755854828189118, "iqa_v2_koniq10k_mean": 0.5595913126011088, "iqa_v2_koniq10k_min": 0.5595913126011088, "iqa_v2_koniq10k_max": 0.5595913126011088, "imdecont": { "jpg": 0.42179250717163086 }, "imdecont_image_match": { "jpg": 264652 }, "imdecont_max": 0.42179250717163086, "imdecont_mean": 0.42179250717163086, "imdecont_min": 0.42179250717163086, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.640625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.640625, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.640625, "clip_score_dfn_public_prev_turn_only_min": 2.6015625, "clip_score_dfn_public_prev_turn_only_mean": 2.6015625, "clip_score_dfn_public_prev_turn_only_max": 2.6015625, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.453125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.453125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.453125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.1875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.1875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.1875, "clip_score_clip_vitl14_224_next_turn_only_min": 21.640625, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.640625, "clip_score_clip_vitl14_224_next_turn_only_max": 21.640625, "clip_score_dfn_public_next_turn_only_min": 2.59375, "clip_score_dfn_public_next_turn_only_mean": 2.59375, "clip_score_dfn_public_next_turn_only_max": 2.59375, "clip_score_siglip2_b16_224_next_turn_only_min": -3.71875, "clip_score_siglip2_b16_224_next_turn_only_mean": -3.71875, "clip_score_siglip2_b16_224_next_turn_only_max": -3.71875, "clip_score_longclip_vitl14_224_next_turn_only_min": 19.203125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 19.203125, "clip_score_longclip_vitl14_224_next_turn_only_max": 19.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.171875, "clip_score_dfn_public_prev_and_next_turn_min": 3.08984375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.08984375, "clip_score_dfn_public_prev_and_next_turn_max": 3.08984375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.328125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.328125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.515625, "im_height": { "jpg": 1904 }, "im_height_mean": 1904.0, "im_height_min": 1904, "im_height_max": 1904, "im_width": { "jpg": 2025 }, "im_width_mean": 2025.0, "im_width_min": 2025, "im_width_max": 2025, "im_ar": { "jpg": 1.0636 }, "im_ar_mean": 1.0636, "im_ar_min": 1.0636, "im_ar_max": 1.0636, "im_kilobytes": { "jpg": 11295.7 }, "im_kilobytes_mean": 11295.7, "im_kilobytes_min": 11295.7, "im_kilobytes_max": 11295.7, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 184.16 }, "im_clarity_mean": 184.16, "im_clarity_min": 184.16, "im_clarity_max": 184.16, "im_luma": { "jpg": 231.66 }, "im_luma_mean": 231.66, "im_luma_min": 231.66, "im_luma_max": 231.66, "im_saturation": { "jpg": 26.59 }, "im_saturation_mean": 26.59, "im_saturation_min": 26.59, "im_saturation_max": 26.59, "im_entropy": { "jpg": 1.14 }, "im_entropy_mean": 1.14, "im_entropy_min": 1.14, "im_entropy_max": 1.14, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999996, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.604057308988118e-16, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 2.279639497147992e-20, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8977785706520081, "language_detection_annotation_nllb_1_lan": "vi", "language_detection_annotation_nllb_1_score": 0.003750033676624298, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.003740486456081271, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9856165647506714, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5228407979011536, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9993783235549927, "text_quality_nvidia_edu_nemotron4_score": 2.142578125, "text_quality_nvidia_edu_mixtral_score": 1.8291015625, "text_quality_dclmbaseline_fasttext_score": 0.999609649181366, "text_quality_dolma3_fasttext_score": 0.9999866485595703, "custom_fasttext_val_fasttext_score": 0.0003840327262878418, "custom_fasttext_core_fasttext_score": 6.413459777832031e-05, "custom_fasttext_val_clean_fasttext_score": 0.0023326873779296875, "custom_fasttext_core_clean_fasttext_score": 0.0037173032760620117, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.203125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.140625, "within_sample_repetition_detection": 6.0 }, "196": { "detoxify": 1, "length_chars": 943, "length_tokens": 3776, "length_tokens_text_only": 448, "length_tokens_trainable_only": 291, "length_images": 1, "iqa_live_mean": 0.4174424373742306, "iqa_live_min": 0.4174424373742306, "iqa_live_max": 0.4174424373742306, "iqa_csiq_mean": 0.519169270992279, "iqa_csiq_min": 0.519169270992279, "iqa_csiq_max": 0.519169270992279, "iqa_tid2013_mean": 0.29810571670532227, "iqa_tid2013_min": 0.29810571670532227, "iqa_tid2013_max": 0.29810571670532227, "iqa_kadid10k_mean": 0.3717041015625, "iqa_kadid10k_min": 0.3717041015625, "iqa_kadid10k_max": 0.3717041015625, "iqa_flive_mean": 0.6193468498461174, "iqa_flive_min": 0.6193468498461174, "iqa_flive_max": 0.6193468498461174, "iqa_spaq_mean": 0.3084423951428346, "iqa_spaq_min": 0.3084423951428346, "iqa_spaq_max": 0.3084423951428346, "iqa_clive_mean": 0.35568333635426536, "iqa_clive_min": 0.35568333635426536, "iqa_clive_max": 0.35568333635426536, "iqa_koniq10k_mean": 0.6714915265940657, "iqa_koniq10k_min": 0.6714915265940657, "iqa_koniq10k_max": 0.6714915265940657, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 7.078570064685321e-18 }, { "lang": "tl", "score": 1.2913653746183776e-22 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8017257452011108 }, { "lang": "pt", "score": 0.009981981478631496 }, { "lang": "ro", "score": 0.008936985395848751 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4174424373742306, "iqa_v2_live_min": 0.4174424373742306, "iqa_v2_live_max": 0.4174424373742306, "iqa_v2_csiq_mean": 0.519169270992279, "iqa_v2_csiq_min": 0.519169270992279, "iqa_v2_csiq_max": 0.519169270992279, "iqa_v2_tid2013_mean": 0.2979972097608778, "iqa_v2_tid2013_min": 0.2979972097608778, "iqa_v2_tid2013_max": 0.2979972097608778, "iqa_v2_kadid10k_mean": 0.3717041015625, "iqa_v2_kadid10k_min": 0.3717041015625, "iqa_v2_kadid10k_max": 0.3717041015625, "iqa_v2_flive_mean": 0.6193468498461174, "iqa_v2_flive_min": 0.6193468498461174, "iqa_v2_flive_max": 0.6193468498461174, "iqa_v2_spaq_mean": 0.3082845668600063, "iqa_v2_spaq_min": 0.3082845668600063, "iqa_v2_spaq_max": 0.3082845668600063, "iqa_v2_clive_mean": 0.3556044222128512, "iqa_v2_clive_min": 0.3556044222128512, "iqa_v2_clive_max": 0.3556044222128512, "iqa_v2_koniq10k_mean": 0.6714915265940657, "iqa_v2_koniq10k_min": 0.6714915265940657, "iqa_v2_koniq10k_max": 0.6714915265940657, "imdecont": { "jpg": 0.47666317224502563 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.47666317224502563, "imdecont_mean": 0.47666317224502563, "imdecont_min": 0.47666317224502563, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.984375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.984375, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.984375, "clip_score_dfn_public_prev_turn_only_min": 4.41796875, "clip_score_dfn_public_prev_turn_only_mean": 4.41796875, "clip_score_dfn_public_prev_turn_only_max": 4.41796875, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.328125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.328125, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.328125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.109375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.109375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.109375, "clip_score_clip_vitl14_224_next_turn_only_min": 24.40625, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.40625, "clip_score_clip_vitl14_224_next_turn_only_max": 24.40625, "clip_score_dfn_public_next_turn_only_min": 4.01953125, "clip_score_dfn_public_next_turn_only_mean": 4.01953125, "clip_score_dfn_public_next_turn_only_max": 4.01953125, "clip_score_siglip2_b16_224_next_turn_only_min": -2.4609375, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.4609375, "clip_score_siglip2_b16_224_next_turn_only_max": -2.4609375, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.6875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.6875, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.984375, "clip_score_dfn_public_prev_and_next_turn_min": 4.41796875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.41796875, "clip_score_dfn_public_prev_and_next_turn_max": 4.41796875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.328125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.328125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.34375, "im_height": { "jpg": 2206 }, "im_height_mean": 2206.0, "im_height_min": 2206, "im_height_max": 2206, "im_width": { "jpg": 1921 }, "im_width_mean": 1921.0, "im_width_min": 1921, "im_width_max": 1921, "im_ar": { "jpg": 0.8708 }, "im_ar_mean": 0.8708, "im_ar_min": 0.8708, "im_ar_max": 0.8708, "im_kilobytes": { "jpg": 12415.21 }, "im_kilobytes_mean": 12415.21, "im_kilobytes_min": 12415.21, "im_kilobytes_max": 12415.21, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 119.52 }, "im_clarity_mean": 119.52, "im_clarity_min": 119.52, "im_clarity_max": 119.52, "im_luma": { "jpg": 231.07 }, "im_luma_mean": 231.07, "im_luma_min": 231.07, "im_luma_max": 231.07, "im_saturation": { "jpg": 50.26 }, "im_saturation_mean": 50.26, "im_saturation_min": 50.26, "im_saturation_max": 50.26, "im_entropy": { "jpg": 1.51 }, "im_entropy_mean": 1.51, "im_entropy_min": 1.51, "im_entropy_max": 1.51, "unifilter_score_qwen2_5_1_5b": -0.497802734375, "unifilter_score_qwen3_0_6b": -2.1640625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 7.078570064685321e-18, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.2913653746183776e-22, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8017257452011108, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.009981981478631496, "language_detection_annotation_nllb_2_lan": "ro", "language_detection_annotation_nllb_2_score": 0.008936985395848751, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9936655163764954, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5817590355873108, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9998173117637634, "text_quality_nvidia_edu_nemotron4_score": 2.220703125, "text_quality_nvidia_edu_mixtral_score": 2.142578125, "text_quality_dclmbaseline_fasttext_score": 0.999995231628418, "text_quality_dolma3_fasttext_score": 0.9999710321426392, "custom_fasttext_val_fasttext_score": 0.004627346992492676, "custom_fasttext_core_fasttext_score": 0.00010645389556884766, "custom_fasttext_val_clean_fasttext_score": 0.012071311473846436, "custom_fasttext_core_clean_fasttext_score": 0.005090534687042236, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.28125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.578125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.296875, "within_sample_repetition_detection": 6.0 }, "199": { "detoxify": 1, "length_chars": 911, "length_tokens": 2704, "length_tokens_text_only": 400, "length_tokens_trainable_only": 275, "length_images": 1, "iqa_live_mean": 0.43630291717221037, "iqa_live_min": 0.43630291717221037, "iqa_live_max": 0.43630291717221037, "iqa_csiq_mean": 0.615421712398529, "iqa_csiq_min": 0.615421712398529, "iqa_csiq_max": 0.615421712398529, "iqa_tid2013_mean": 0.29495901531643337, "iqa_tid2013_min": 0.29495901531643337, "iqa_tid2013_max": 0.29495901531643337, "iqa_kadid10k_mean": 0.3511962890625, "iqa_kadid10k_min": 0.3511962890625, "iqa_kadid10k_max": 0.3511962890625, "iqa_flive_mean": 0.6193863069168245, "iqa_flive_min": 0.6193863069168245, "iqa_flive_max": 0.6193863069168245, "iqa_spaq_mean": 0.29534264766808715, "iqa_spaq_min": 0.29534264766808715, "iqa_spaq_max": 0.29534264766808715, "iqa_clive_mean": 0.40212430857648757, "iqa_clive_min": 0.40212430857648757, "iqa_clive_max": 0.40212430857648757, "iqa_koniq10k_mean": 0.5979435853283815, "iqa_koniq10k_min": 0.5979435853283815, "iqa_koniq10k_max": 0.5979435853283815, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999997 }, { "lang": "la", "score": 3.0972904003606636e-16 }, { "lang": "fr", "score": 3.416750822995594e-26 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.866481602191925 }, { "lang": "ru", "score": 0.0059609911404550076 }, { "lang": "ko", "score": 0.005208116956055164 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.43630291717221037, "iqa_v2_live_min": 0.43630291717221037, "iqa_v2_live_max": 0.43630291717221037, "iqa_v2_csiq_mean": 0.615421712398529, "iqa_v2_csiq_min": 0.615421712398529, "iqa_v2_csiq_max": 0.615421712398529, "iqa_v2_tid2013_mean": 0.29495901531643337, "iqa_v2_tid2013_min": 0.29495901531643337, "iqa_v2_tid2013_max": 0.29495901531643337, "iqa_v2_kadid10k_mean": 0.3511962890625, "iqa_v2_kadid10k_min": 0.3511962890625, "iqa_v2_kadid10k_max": 0.3511962890625, "iqa_v2_flive_mean": 0.619366578381471, "iqa_v2_flive_min": 0.619366578381471, "iqa_v2_flive_max": 0.619366578381471, "iqa_v2_spaq_mean": 0.29534264766808715, "iqa_v2_spaq_min": 0.29534264766808715, "iqa_v2_spaq_max": 0.29534264766808715, "iqa_v2_clive_mean": 0.4020848515057805, "iqa_v2_clive_min": 0.4020848515057805, "iqa_v2_clive_max": 0.4020848515057805, "iqa_v2_koniq10k_mean": 0.5979435853283815, "iqa_v2_koniq10k_min": 0.5979435853283815, "iqa_v2_koniq10k_max": 0.5979435853283815, "imdecont": { "jpg": 0.4399693012237549 }, "imdecont_image_match": { "jpg": 206265 }, "imdecont_max": 0.4399693012237549, "imdecont_mean": 0.4399693012237549, "imdecont_min": 0.4399693012237549, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.859375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.859375, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.859375, "clip_score_dfn_public_prev_turn_only_min": 3.490234375, "clip_score_dfn_public_prev_turn_only_mean": 3.490234375, "clip_score_dfn_public_prev_turn_only_max": 3.490234375, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.328125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.328125, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.328125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.796875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.796875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.796875, "clip_score_clip_vitl14_224_next_turn_only_min": 25.828125, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.828125, "clip_score_clip_vitl14_224_next_turn_only_max": 25.828125, "clip_score_dfn_public_next_turn_only_min": 3.369140625, "clip_score_dfn_public_next_turn_only_mean": 3.369140625, "clip_score_dfn_public_next_turn_only_max": 3.369140625, "clip_score_siglip2_b16_224_next_turn_only_min": -0.65625, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.65625, "clip_score_siglip2_b16_224_next_turn_only_max": -0.65625, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.65625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.65625, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.859375, "clip_score_dfn_public_prev_and_next_turn_min": 3.490234375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.490234375, "clip_score_dfn_public_prev_and_next_turn_max": 3.490234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.328125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.328125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.515625, "im_height": { "jpg": 2945 }, "im_height_mean": 2945.0, "im_height_min": 2945, "im_height_max": 2945, "im_width": { "jpg": 1481 }, "im_width_mean": 1481.0, "im_width_min": 1481, "im_width_max": 1481, "im_ar": { "jpg": 0.5029 }, "im_ar_mean": 0.5029, "im_ar_min": 0.5029, "im_ar_max": 0.5029, "im_kilobytes": { "jpg": 12777.96 }, "im_kilobytes_mean": 12777.96, "im_kilobytes_min": 12777.96, "im_kilobytes_max": 12777.96, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 176.0 }, "im_clarity_mean": 176.0, "im_clarity_min": 176.0, "im_clarity_max": 176.0, "im_luma": { "jpg": 231.49 }, "im_luma_mean": 231.49, "im_luma_min": 231.49, "im_luma_max": 231.49, "im_saturation": { "jpg": 19.15 }, "im_saturation_mean": 19.15, "im_saturation_min": 19.15, "im_saturation_max": 19.15, "im_entropy": { "jpg": 1.17 }, "im_entropy_mean": 1.17, "im_entropy_min": 1.17, "im_entropy_max": 1.17, "unifilter_score_qwen2_5_1_5b": -0.1448974609375, "unifilter_score_qwen3_0_6b": 1.4736328125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999997, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.0972904003606636e-16, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 3.416750822995594e-26, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.866481602191925, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0059609911404550076, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.005208116956055164, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9893061518669128, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7241460680961609, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9974669218063354, "text_quality_nvidia_edu_nemotron4_score": 2.234375, "text_quality_nvidia_edu_mixtral_score": 2.138671875, "text_quality_dclmbaseline_fasttext_score": 0.9999158382415771, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0014396309852600098, "custom_fasttext_core_fasttext_score": 6.628036499023438e-05, "custom_fasttext_val_clean_fasttext_score": 0.002289116382598877, "custom_fasttext_core_clean_fasttext_score": 0.00016373395919799805, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.171875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.2890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1171875, "within_sample_repetition_detection": 4.0 }, "188": { "detoxify": 1, "length_chars": 1026, "length_tokens": 3753, "length_tokens_text_only": 425, "length_tokens_trainable_only": 277, "length_images": 1, "iqa_live_mean": 0.30798848470052076, "iqa_live_min": 0.30798848470052076, "iqa_live_max": 0.30798848470052076, "iqa_csiq_mean": 0.44331783056259155, "iqa_csiq_min": 0.44331783056259155, "iqa_csiq_max": 0.44331783056259155, "iqa_tid2013_mean": 0.28855710559421116, "iqa_tid2013_min": 0.28855710559421116, "iqa_tid2013_max": 0.28855710559421116, "iqa_kadid10k_mean": 0.3006591796875, "iqa_kadid10k_min": 0.3006591796875, "iqa_kadid10k_max": 0.3006591796875, "iqa_flive_mean": 0.5637518372198549, "iqa_flive_min": 0.5637518372198549, "iqa_flive_max": 0.5637518372198549, "iqa_spaq_mean": 0.16623911231455177, "iqa_spaq_min": 0.16623911231455177, "iqa_spaq_max": 0.16623911231455177, "iqa_clive_mean": 0.25617260403103304, "iqa_clive_min": 0.25617260403103304, "iqa_clive_max": 0.25617260403103304, "iqa_koniq10k_mean": 0.6170408075506038, "iqa_koniq10k_min": 0.6170408075506038, "iqa_koniq10k_max": 0.6170408075506038, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9867755424634967 }, { "lang": "la", "score": 0.013224457303709124 }, { "lang": "cy", "score": 2.323151708996684e-10 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8499295115470886 }, { "lang": "ro", "score": 0.007556390482932329 }, { "lang": "pt", "score": 0.007537597790360451 } ], "digit_sequence_filter": 3, "iqa_v2_live_mean": 0.30798848470052076, "iqa_v2_live_min": 0.30798848470052076, "iqa_v2_live_max": 0.30798848470052076, "iqa_v2_csiq_mean": 0.44331783056259155, "iqa_v2_csiq_min": 0.44331783056259155, "iqa_v2_csiq_max": 0.44331783056259155, "iqa_v2_tid2013_mean": 0.28855710559421116, "iqa_v2_tid2013_min": 0.28855710559421116, "iqa_v2_tid2013_max": 0.28855710559421116, "iqa_v2_kadid10k_mean": 0.3006591796875, "iqa_v2_kadid10k_min": 0.3006591796875, "iqa_v2_kadid10k_max": 0.3006591796875, "iqa_v2_flive_mean": 0.5637518372198549, "iqa_v2_flive_min": 0.5637518372198549, "iqa_v2_flive_max": 0.5637518372198549, "iqa_v2_spaq_mean": 0.16592345574889522, "iqa_v2_spaq_min": 0.16592345574889522, "iqa_v2_spaq_max": 0.16592345574889522, "iqa_v2_clive_mean": 0.25617260403103304, "iqa_v2_clive_min": 0.25617260403103304, "iqa_v2_clive_max": 0.25617260403103304, "iqa_v2_koniq10k_mean": 0.617198635833432, "iqa_v2_koniq10k_min": 0.617198635833432, "iqa_v2_koniq10k_max": 0.617198635833432, "imdecont": { "jpg": 0.4553452730178833 }, "imdecont_image_match": { "jpg": 204629 }, "imdecont_max": 0.4553452730178833, "imdecont_mean": 0.4553452730178833, "imdecont_min": 0.4553452730178833, "clip_score_clip_vitl14_224_prev_turn_only_min": 23.140625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 23.140625, "clip_score_clip_vitl14_224_prev_turn_only_max": 23.140625, "clip_score_dfn_public_prev_turn_only_min": 3.40234375, "clip_score_dfn_public_prev_turn_only_mean": 3.40234375, "clip_score_dfn_public_prev_turn_only_max": 3.40234375, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.0546875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.0546875, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.0546875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.84375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.84375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.84375, "clip_score_clip_vitl14_224_next_turn_only_min": 23.453125, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.453125, "clip_score_clip_vitl14_224_next_turn_only_max": 23.453125, "clip_score_dfn_public_next_turn_only_min": 3.078125, "clip_score_dfn_public_next_turn_only_mean": 3.078125, "clip_score_dfn_public_next_turn_only_max": 3.078125, "clip_score_siglip2_b16_224_next_turn_only_min": -1.703125, "clip_score_siglip2_b16_224_next_turn_only_mean": -1.703125, "clip_score_siglip2_b16_224_next_turn_only_max": -1.703125, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.796875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.796875, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.140625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.140625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.140625, "clip_score_dfn_public_prev_and_next_turn_min": 3.40234375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.40234375, "clip_score_dfn_public_prev_and_next_turn_max": 3.40234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.0546875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.0546875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.0546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.734375, "im_height": { "jpg": 2803 }, "im_height_mean": 2803.0, "im_height_min": 2803, "im_height_max": 2803, "im_width": { "jpg": 3379 }, "im_width_mean": 3379.0, "im_width_min": 3379, "im_width_max": 3379, "im_ar": { "jpg": 1.2055 }, "im_ar_mean": 1.2055, "im_ar_min": 1.2055, "im_ar_max": 1.2055, "im_kilobytes": { "jpg": 27748.06 }, "im_kilobytes_mean": 27748.06, "im_kilobytes_min": 27748.06, "im_kilobytes_max": 27748.06, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 86.99 }, "im_clarity_mean": 86.99, "im_clarity_min": 86.99, "im_clarity_max": 86.99, "im_luma": { "jpg": 241.35 }, "im_luma_mean": 241.35, "im_luma_min": 241.35, "im_luma_max": 241.35, "im_saturation": { "jpg": 19.81 }, "im_saturation_mean": 19.81, "im_saturation_min": 19.81, "im_saturation_max": 19.81, "im_entropy": { "jpg": 1.26 }, "im_entropy_mean": 1.26, "im_entropy_min": 1.26, "im_entropy_max": 1.26, "unifilter_score_qwen2_5_1_5b": 1.6259765625, "unifilter_score_qwen3_0_6b": 0.599609375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9867755424634967, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 0.013224457303709124, "language_detection_annotation_lingua_2_lan": "cy", "language_detection_annotation_lingua_2_score": 2.323151708996684e-10, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8499295115470886, "language_detection_annotation_nllb_1_lan": "ro", "language_detection_annotation_nllb_1_score": 0.007556390482932329, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.007537597790360451, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9946615099906921, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.49038419127464294, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996482133865356, "text_quality_nvidia_edu_nemotron4_score": 2.107421875, "text_quality_nvidia_edu_mixtral_score": 1.8759765625, "text_quality_dclmbaseline_fasttext_score": 0.9995393753051758, "text_quality_dolma3_fasttext_score": 0.9995437860488892, "custom_fasttext_val_fasttext_score": 0.010169267654418945, "custom_fasttext_core_fasttext_score": 0.0005873441696166992, "custom_fasttext_val_clean_fasttext_score": 0.0025246143341064453, "custom_fasttext_core_clean_fasttext_score": 0.00029158592224121094, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.4296875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.59375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1640625, "within_sample_repetition_detection": 6.0 }, "191": { "detoxify": 1, "length_chars": 701, "length_tokens": 3607, "length_tokens_text_only": 279, "length_tokens_trainable_only": 187, "length_images": 1, "iqa_live_mean": 0.3266122220742581, "iqa_live_min": 0.3266122220742581, "iqa_live_max": 0.3266122220742581, "iqa_csiq_mean": 0.4289821982383728, "iqa_csiq_min": 0.4289821982383728, "iqa_csiq_max": 0.4289821982383728, "iqa_tid2013_mean": 0.2887741194831, "iqa_tid2013_min": 0.2887741194831, "iqa_tid2013_max": 0.2887741194831, "iqa_kadid10k_mean": 0.3753662109375, "iqa_kadid10k_min": 0.3753662109375, "iqa_kadid10k_max": 0.3753662109375, "iqa_flive_mean": 0.5367237437855115, "iqa_flive_min": 0.5367237437855115, "iqa_flive_max": 0.5367237437855115, "iqa_spaq_mean": 0.11226183958727905, "iqa_spaq_min": 0.11226183958727905, "iqa_spaq_max": 0.11226183958727905, "iqa_clive_mean": 0.27684810908153806, "iqa_clive_min": 0.27684810908153806, "iqa_clive_max": 0.27684810908153806, "iqa_koniq10k_mean": 0.5865799489647452, "iqa_koniq10k_min": 0.5865799489647452, "iqa_koniq10k_max": 0.5865799489647452, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999805 }, { "lang": "la", "score": 1.960845634166495e-14 }, { "lang": "tl", "score": 1.8661825098488943e-18 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.853107750415802 }, { "lang": "pt", "score": 0.006325569935142994 }, { "lang": "ru", "score": 0.006207500584423542 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3266122220742581, "iqa_v2_live_min": 0.3266122220742581, "iqa_v2_live_max": 0.3266122220742581, "iqa_v2_csiq_mean": 0.42899173498153687, "iqa_v2_csiq_min": 0.42899173498153687, "iqa_v2_csiq_max": 0.42899173498153687, "iqa_v2_tid2013_mean": 0.2887741194831, "iqa_v2_tid2013_min": 0.2887741194831, "iqa_v2_tid2013_max": 0.2887741194831, "iqa_v2_kadid10k_mean": 0.3753662109375, "iqa_v2_kadid10k_min": 0.3753662109375, "iqa_v2_kadid10k_max": 0.3753662109375, "iqa_v2_flive_mean": 0.5366448296440973, "iqa_v2_flive_min": 0.5366448296440973, "iqa_v2_flive_max": 0.5366448296440973, "iqa_v2_spaq_mean": 0.11226183958727905, "iqa_v2_spaq_min": 0.11226183958727905, "iqa_v2_spaq_max": 0.11226183958727905, "iqa_v2_clive_mean": 0.27700593736436635, "iqa_v2_clive_min": 0.27700593736436635, "iqa_v2_clive_max": 0.27700593736436635, "iqa_v2_koniq10k_mean": 0.5865799489647452, "iqa_v2_koniq10k_min": 0.5865799489647452, "iqa_v2_koniq10k_max": 0.5865799489647452, "imdecont": { "jpg": 0.36730384826660156 }, "imdecont_image_match": { "jpg": 88458 }, "imdecont_max": 0.36730384826660156, "imdecont_mean": 0.36730384826660156, "imdecont_min": 0.36730384826660156, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.3125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.3125, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.3125, "clip_score_dfn_public_prev_turn_only_min": 2.609375, "clip_score_dfn_public_prev_turn_only_mean": 2.609375, "clip_score_dfn_public_prev_turn_only_max": 2.609375, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.234375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.234375, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.234375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.296875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.296875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.296875, "clip_score_clip_vitl14_224_next_turn_only_min": 27.4375, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.4375, "clip_score_clip_vitl14_224_next_turn_only_max": 27.4375, "clip_score_dfn_public_next_turn_only_min": 1.373046875, "clip_score_dfn_public_next_turn_only_mean": 1.373046875, "clip_score_dfn_public_next_turn_only_max": 1.373046875, "clip_score_siglip2_b16_224_next_turn_only_min": -2.265625, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.265625, "clip_score_siglip2_b16_224_next_turn_only_max": -2.265625, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.390625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.390625, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.25, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.25, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.25, "clip_score_dfn_public_prev_and_next_turn_min": 1.5556640625, "clip_score_dfn_public_prev_and_next_turn_mean": 1.5556640625, "clip_score_dfn_public_prev_and_next_turn_max": 1.5556640625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.2421875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.2421875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.2421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.40625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.40625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.40625, "im_height": { "jpg": 3418 }, "im_height_mean": 3418.0, "im_height_min": 3418, "im_height_max": 3418, "im_width": { "jpg": 2899 }, "im_width_mean": 2899.0, "im_width_min": 2899, "im_width_max": 2899, "im_ar": { "jpg": 0.8482 }, "im_ar_mean": 0.8482, "im_ar_min": 0.8482, "im_ar_max": 0.8482, "im_kilobytes": { "jpg": 29029.63 }, "im_kilobytes_mean": 29029.63, "im_kilobytes_min": 29029.63, "im_kilobytes_max": 29029.63, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 97.47 }, "im_clarity_mean": 97.47, "im_clarity_min": 97.47, "im_clarity_max": 97.47, "im_luma": { "jpg": 251.11 }, "im_luma_mean": 251.11, "im_luma_min": 251.11, "im_luma_max": 251.11, "im_saturation": { "jpg": 9.25 }, "im_saturation_mean": 9.25, "im_saturation_min": 9.25, "im_saturation_max": 9.25, "im_entropy": { "jpg": 0.65 }, "im_entropy_mean": 0.65, "im_entropy_min": 0.65, "im_entropy_max": 0.65, "unifilter_score_qwen2_5_1_5b": 0.49072265625, "unifilter_score_qwen3_0_6b": -1.5810546875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999805, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.960845634166495e-14, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.8661825098488943e-18, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.853107750415802, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.006325569935142994, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.006207500584423542, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9896606206893921, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7711523175239563, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995731711387634, "text_quality_nvidia_edu_nemotron4_score": 2.24609375, "text_quality_nvidia_edu_mixtral_score": 2.00390625, "text_quality_dclmbaseline_fasttext_score": 0.984235405921936, "text_quality_dolma3_fasttext_score": 0.7942917346954346, "custom_fasttext_val_fasttext_score": 0.0027534961700439453, "custom_fasttext_core_fasttext_score": 0.00039070844650268555, "custom_fasttext_val_clean_fasttext_score": 0.01029270887374878, "custom_fasttext_core_clean_fasttext_score": 0.0011790990829467773, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.03125, "within_sample_repetition_detection": 6.0 }, "203": { "detoxify": 1, "length_chars": 1334, "length_tokens": 3870, "length_tokens_text_only": 542, "length_tokens_trainable_only": 390, "length_images": 1, "iqa_live_mean": 0.37119875050554363, "iqa_live_min": 0.37119875050554363, "iqa_live_max": 0.37119875050554363, "iqa_csiq_mean": 0.529850423336029, "iqa_csiq_min": 0.529850423336029, "iqa_csiq_max": 0.529850423336029, "iqa_tid2013_mean": 0.28345727920532227, "iqa_tid2013_min": 0.28345727920532227, "iqa_tid2013_max": 0.28345727920532227, "iqa_kadid10k_mean": 0.2310791015625, "iqa_kadid10k_min": 0.2310791015625, "iqa_kadid10k_max": 0.2310791015625, "iqa_flive_mean": 0.6403145838265468, "iqa_flive_min": 0.6403145838265468, "iqa_flive_max": 0.6403145838265468, "iqa_spaq_mean": 0.3419809052438447, "iqa_spaq_min": 0.3419809052438447, "iqa_spaq_max": 0.3419809052438447, "iqa_clive_mean": 0.3991255712027502, "iqa_clive_min": 0.3991255712027502, "iqa_clive_max": 0.3991255712027502, "iqa_koniq10k_mean": 0.6489220821496212, "iqa_koniq10k_min": 0.6489220821496212, "iqa_koniq10k_max": 0.6489220821496212, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 1.3955646166001996e-29 }, { "lang": "tl", "score": 1.5864279307245045e-33 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.848654568195343 }, { "lang": "ru", "score": 0.0058669657446444035 }, { "lang": "ko", "score": 0.00542447017505765 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.37119875050554363, "iqa_v2_live_min": 0.37119875050554363, "iqa_v2_live_max": 0.37119875050554363, "iqa_v2_csiq_mean": 0.529850423336029, "iqa_v2_csiq_min": 0.529850423336029, "iqa_v2_csiq_max": 0.529850423336029, "iqa_v2_tid2013_mean": 0.28345727920532227, "iqa_v2_tid2013_min": 0.28345727920532227, "iqa_v2_tid2013_max": 0.28345727920532227, "iqa_v2_kadid10k_mean": 0.2310791015625, "iqa_v2_kadid10k_min": 0.2310791015625, "iqa_v2_kadid10k_max": 0.2310791015625, "iqa_v2_flive_mean": 0.6403145838265468, "iqa_v2_flive_min": 0.6403145838265468, "iqa_v2_flive_max": 0.6403145838265468, "iqa_v2_spaq_mean": 0.3419809052438447, "iqa_v2_spaq_min": 0.3419809052438447, "iqa_v2_spaq_max": 0.3419809052438447, "iqa_v2_clive_mean": 0.3991255712027502, "iqa_v2_clive_min": 0.3991255712027502, "iqa_v2_clive_max": 0.3991255712027502, "iqa_v2_koniq10k_mean": 0.6489220821496212, "iqa_v2_koniq10k_min": 0.6489220821496212, "iqa_v2_koniq10k_max": 0.6489220821496212, "imdecont": { "jpg": 0.4753357172012329 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.4753357172012329, "imdecont_mean": 0.4753357172012329, "imdecont_min": 0.4753357172012329, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.078125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.078125, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.078125, "clip_score_dfn_public_prev_turn_only_min": 3.07421875, "clip_score_dfn_public_prev_turn_only_mean": 3.07421875, "clip_score_dfn_public_prev_turn_only_max": 3.07421875, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.59375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.59375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.59375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.125, "clip_score_clip_vitl14_224_next_turn_only_min": 24.625, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.625, "clip_score_clip_vitl14_224_next_turn_only_max": 24.625, "clip_score_dfn_public_next_turn_only_min": 1.837890625, "clip_score_dfn_public_next_turn_only_mean": 1.837890625, "clip_score_dfn_public_next_turn_only_max": 1.837890625, "clip_score_siglip2_b16_224_next_turn_only_min": 0.109375, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.109375, "clip_score_siglip2_b16_224_next_turn_only_max": 0.109375, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.390625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.390625, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.078125, "clip_score_dfn_public_prev_and_next_turn_min": 3.07421875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.07421875, "clip_score_dfn_public_prev_and_next_turn_max": 3.07421875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.59375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.59375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.65625, "im_height": { "jpg": 2679 }, "im_height_mean": 2679.0, "im_height_min": 2679, "im_height_max": 2679, "im_width": { "jpg": 1986 }, "im_width_mean": 1986.0, "im_width_min": 1986, "im_width_max": 1986, "im_ar": { "jpg": 0.7413 }, "im_ar_mean": 0.7413, "im_ar_min": 0.7413, "im_ar_max": 0.7413, "im_kilobytes": { "jpg": 15587.38 }, "im_kilobytes_mean": 15587.38, "im_kilobytes_min": 15587.38, "im_kilobytes_max": 15587.38, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 181.39 }, "im_clarity_mean": 181.39, "im_clarity_min": 181.39, "im_clarity_max": 181.39, "im_luma": { "jpg": 208.25 }, "im_luma_mean": 208.25, "im_luma_min": 208.25, "im_luma_max": 208.25, "im_saturation": { "jpg": 87.63 }, "im_saturation_mean": 87.63, "im_saturation_min": 87.63, "im_saturation_max": 87.63, "im_entropy": { "jpg": 2.2 }, "im_entropy_mean": 2.2, "im_entropy_min": 2.2, "im_entropy_max": 2.2, "unifilter_score_qwen2_5_1_5b": 0.56591796875, "unifilter_score_qwen3_0_6b": 2.638671875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.3955646166001996e-29, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.5864279307245045e-33, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.848654568195343, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0058669657446444035, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.00542447017505765, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9924301505088806, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6088637709617615, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9998038411140442, "text_quality_nvidia_edu_nemotron4_score": 2.310546875, "text_quality_nvidia_edu_mixtral_score": 2.013671875, "text_quality_dclmbaseline_fasttext_score": 0.999728262424469, "text_quality_dolma3_fasttext_score": 0.999996542930603, "custom_fasttext_val_fasttext_score": 0.0010543465614318848, "custom_fasttext_core_fasttext_score": 2.6345252990722656e-05, "custom_fasttext_val_clean_fasttext_score": 0.0011409521102905273, "custom_fasttext_core_clean_fasttext_score": 6.091594696044922e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.91015625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.90234375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0078125, "within_sample_repetition_detection": 7.0 }, "204": { "detoxify": 1, "length_chars": 882, "length_tokens": 3715, "length_tokens_text_only": 387, "length_tokens_trainable_only": 235, "length_images": 1, "iqa_live_mean": 0.4922135863641295, "iqa_live_min": 0.4922135863641295, "iqa_live_max": 0.4922135863641295, "iqa_csiq_mean": 0.600773274898529, "iqa_csiq_min": 0.600773274898529, "iqa_csiq_max": 0.600773274898529, "iqa_tid2013_mean": 0.38843774795532227, "iqa_tid2013_min": 0.38843774795532227, "iqa_tid2013_max": 0.38843774795532227, "iqa_kadid10k_mean": 0.3424072265625, "iqa_kadid10k_min": 0.3424072265625, "iqa_kadid10k_max": 0.3424072265625, "iqa_flive_mean": 0.6483921860203599, "iqa_flive_min": 0.6483921860203599, "iqa_flive_max": 0.6483921860203599, "iqa_spaq_mean": 0.5208792638297033, "iqa_spaq_min": 0.5208792638297033, "iqa_spaq_max": 0.5208792638297033, "iqa_clive_mean": 0.5001554007482047, "iqa_clive_min": 0.5001554007482047, "iqa_clive_max": 0.5001554007482047, "iqa_koniq10k_mean": 0.6380319306344697, "iqa_koniq10k_min": 0.6380319306344697, "iqa_koniq10k_max": 0.6380319306344697, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999998588 }, { "lang": "la", "score": 1.4122543914319506e-13 }, { "lang": "eo", "score": 1.0237547803885856e-20 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8170018196105957 }, { "lang": "es", "score": 0.008208010345697403 }, { "lang": "fa", "score": 0.0063873715698719025 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.492193857828776, "iqa_v2_live_min": 0.492193857828776, "iqa_v2_live_max": 0.492193857828776, "iqa_v2_csiq_mean": 0.600895345211029, "iqa_v2_csiq_min": 0.600895345211029, "iqa_v2_csiq_max": 0.600895345211029, "iqa_v2_tid2013_mean": 0.38843774795532227, "iqa_v2_tid2013_min": 0.38843774795532227, "iqa_v2_tid2013_max": 0.38843774795532227, "iqa_v2_kadid10k_mean": 0.3424072265625, "iqa_v2_kadid10k_min": 0.3424072265625, "iqa_v2_kadid10k_max": 0.3424072265625, "iqa_v2_flive_mean": 0.6483872538865215, "iqa_v2_flive_min": 0.6483872538865215, "iqa_v2_flive_max": 0.6483872538865215, "iqa_v2_spaq_mean": 0.5208792638297033, "iqa_v2_spaq_min": 0.5208792638297033, "iqa_v2_spaq_max": 0.5208792638297033, "iqa_v2_clive_mean": 0.5001751292835582, "iqa_v2_clive_min": 0.5001751292835582, "iqa_v2_clive_max": 0.5001751292835582, "iqa_v2_koniq10k_mean": 0.6380319306344697, "iqa_v2_koniq10k_min": 0.6380319306344697, "iqa_v2_koniq10k_max": 0.6380319306344697, "imdecont": { "jpg": 0.5041292905807495 }, "imdecont_image_match": { "jpg": 204613 }, "imdecont_max": 0.5041292905807495, "imdecont_mean": 0.5041292905807495, "imdecont_min": 0.5041292905807495, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.875, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.875, "clip_score_dfn_public_prev_turn_only_min": 2.84375, "clip_score_dfn_public_prev_turn_only_mean": 2.84375, "clip_score_dfn_public_prev_turn_only_max": 2.84375, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.03125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.03125, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.03125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.796875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.796875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.796875, "clip_score_clip_vitl14_224_next_turn_only_min": 27.375, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.375, "clip_score_clip_vitl14_224_next_turn_only_max": 27.375, "clip_score_dfn_public_next_turn_only_min": 2.869140625, "clip_score_dfn_public_next_turn_only_mean": 2.869140625, "clip_score_dfn_public_next_turn_only_max": 2.869140625, "clip_score_siglip2_b16_224_next_turn_only_min": 1.34375, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.34375, "clip_score_siglip2_b16_224_next_turn_only_max": 1.34375, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.265625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.265625, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.875, "clip_score_dfn_public_prev_and_next_turn_min": 2.84375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.84375, "clip_score_dfn_public_prev_and_next_turn_max": 2.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.1875, "im_height": { "jpg": 1335 }, "im_height_mean": 1335.0, "im_height_min": 1335, "im_height_max": 1335, "im_width": { "jpg": 1675 }, "im_width_mean": 1675.0, "im_width_min": 1675, "im_width_max": 1675, "im_ar": { "jpg": 1.2547 }, "im_ar_mean": 1.2547, "im_ar_min": 1.2547, "im_ar_max": 1.2547, "im_kilobytes": { "jpg": 6551.15 }, "im_kilobytes_mean": 6551.15, "im_kilobytes_min": 6551.15, "im_kilobytes_max": 6551.15, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 196.63 }, "im_clarity_mean": 196.63, "im_clarity_min": 196.63, "im_clarity_max": 196.63, "im_luma": { "jpg": 185.0 }, "im_luma_mean": 185.0, "im_luma_min": 185.0, "im_luma_max": 185.0, "im_saturation": { "jpg": 83.01 }, "im_saturation_mean": 83.01, "im_saturation_min": 83.01, "im_saturation_max": 83.01, "im_entropy": { "jpg": 1.99 }, "im_entropy_mean": 1.99, "im_entropy_min": 1.99, "im_entropy_max": 1.99, "unifilter_score_qwen2_5_1_5b": 1.3515625, "unifilter_score_qwen3_0_6b": 1.75, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999998588, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.4122543914319506e-13, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.0237547803885856e-20, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8170018196105957, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.008208010345697403, "language_detection_annotation_nllb_2_lan": "fa", "language_detection_annotation_nllb_2_score": 0.0063873715698719025, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9936937689781189, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6728564500808716, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9998301267623901, "text_quality_nvidia_edu_nemotron4_score": 2.546875, "text_quality_nvidia_edu_mixtral_score": 2.318359375, "text_quality_dclmbaseline_fasttext_score": 0.9998257756233215, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.004342973232269287, "custom_fasttext_core_fasttext_score": 8.404254913330078e-05, "custom_fasttext_val_clean_fasttext_score": 0.001374363899230957, "custom_fasttext_core_clean_fasttext_score": 0.00034308433532714844, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.2578125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.2421875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.015625, "within_sample_repetition_detection": 4.0 }, "197": { "detoxify": 1, "length_chars": 378, "length_tokens": 2992, "length_tokens_text_only": 176, "length_tokens_trainable_only": 97, "length_images": 1, "iqa_live_mean": 0.543527506818675, "iqa_live_min": 0.543527506818675, "iqa_live_max": 0.543527506818675, "iqa_csiq_mean": 0.693912923336029, "iqa_csiq_min": 0.693912923336029, "iqa_csiq_max": 0.693912923336029, "iqa_tid2013_mean": 0.3710223833719889, "iqa_tid2013_min": 0.3710223833719889, "iqa_tid2013_max": 0.3710223833719889, "iqa_kadid10k_mean": 0.488037109375, "iqa_kadid10k_min": 0.488037109375, "iqa_kadid10k_max": 0.488037109375, "iqa_flive_mean": 0.6918689458057135, "iqa_flive_min": 0.6918689458057135, "iqa_flive_max": 0.6918689458057135, "iqa_spaq_mean": 0.43797995827414776, "iqa_spaq_min": 0.43797995827414776, "iqa_spaq_max": 0.43797995827414776, "iqa_clive_mean": 0.4664787908997199, "iqa_clive_min": 0.4664787908997199, "iqa_clive_max": 0.4664787908997199, "iqa_koniq10k_mean": 0.6258791913889876, "iqa_koniq10k_min": 0.6258791913889876, "iqa_koniq10k_max": 0.6258791913889876, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999936362814 }, { "lang": "la", "score": 6.359452503882969e-09 }, { "lang": "eo", "score": 3.6019716658127105e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8273095488548279 }, { "lang": "ru", "score": 0.0068549891002476215 }, { "lang": "id", "score": 0.0059119402430951595 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.543527506818675, "iqa_v2_live_min": 0.543527506818675, "iqa_v2_live_max": 0.543527506818675, "iqa_v2_csiq_mean": 0.693912923336029, "iqa_v2_csiq_min": 0.693912923336029, "iqa_v2_csiq_max": 0.693912923336029, "iqa_v2_tid2013_mean": 0.3710223833719889, "iqa_v2_tid2013_min": 0.3710223833719889, "iqa_v2_tid2013_max": 0.3710223833719889, "iqa_v2_kadid10k_mean": 0.488037109375, "iqa_v2_kadid10k_min": 0.488037109375, "iqa_v2_kadid10k_max": 0.488037109375, "iqa_v2_flive_mean": 0.6918689458057135, "iqa_v2_flive_min": 0.6918689458057135, "iqa_v2_flive_max": 0.6918689458057135, "iqa_v2_spaq_mean": 0.43797995827414776, "iqa_v2_spaq_min": 0.43797995827414776, "iqa_v2_spaq_max": 0.43797995827414776, "iqa_v2_clive_mean": 0.4664787908997199, "iqa_v2_clive_min": 0.4664787908997199, "iqa_v2_clive_max": 0.4664787908997199, "iqa_v2_koniq10k_mean": 0.6258791913889876, "iqa_v2_koniq10k_min": 0.6258791913889876, "iqa_v2_koniq10k_max": 0.6258791913889876, "imdecont": { "jpg": 0.506182849407196 }, "imdecont_image_match": { "jpg": 206265 }, "imdecont_max": 0.506182849407196, "imdecont_mean": 0.506182849407196, "imdecont_min": 0.506182849407196, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.078125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.078125, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.078125, "clip_score_dfn_public_prev_turn_only_min": 3.21875, "clip_score_dfn_public_prev_turn_only_mean": 3.21875, "clip_score_dfn_public_prev_turn_only_max": 3.21875, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.265625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.265625, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.265625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.484375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.484375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.484375, "clip_score_clip_vitl14_224_next_turn_only_min": 24.65625, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.65625, "clip_score_clip_vitl14_224_next_turn_only_max": 24.65625, "clip_score_dfn_public_next_turn_only_min": 2.87109375, "clip_score_dfn_public_next_turn_only_mean": 2.87109375, "clip_score_dfn_public_next_turn_only_max": 2.87109375, "clip_score_siglip2_b16_224_next_turn_only_min": 4.09375, "clip_score_siglip2_b16_224_next_turn_only_mean": 4.09375, "clip_score_siglip2_b16_224_next_turn_only_max": 4.09375, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.90625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.90625, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.265625, "clip_score_dfn_public_prev_and_next_turn_min": 3.412109375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.412109375, "clip_score_dfn_public_prev_and_next_turn_max": 3.412109375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.90625, "im_height": { "jpg": 2263 }, "im_height_mean": 2263.0, "im_height_min": 2263, "im_height_max": 2263, "im_width": { "jpg": 867 }, "im_width_mean": 867.0, "im_width_min": 867, "im_width_max": 867, "im_ar": { "jpg": 0.3831 }, "im_ar_mean": 0.3831, "im_ar_min": 0.3831, "im_ar_max": 0.3831, "im_kilobytes": { "jpg": 5748.11 }, "im_kilobytes_mean": 5748.11, "im_kilobytes_min": 5748.11, "im_kilobytes_max": 5748.11, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 177.3 }, "im_clarity_mean": 177.3, "im_clarity_min": 177.3, "im_clarity_max": 177.3, "im_luma": { "jpg": 215.34 }, "im_luma_mean": 215.34, "im_luma_min": 215.34, "im_luma_max": 215.34, "im_saturation": { "jpg": 43.94 }, "im_saturation_mean": 43.94, "im_saturation_min": 43.94, "im_saturation_max": 43.94, "im_entropy": { "jpg": 1.23 }, "im_entropy_mean": 1.23, "im_entropy_min": 1.23, "im_entropy_max": 1.23, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999936362814, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 6.359452503882969e-09, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 3.6019716658127105e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8273095488548279, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0068549891002476215, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.0059119402430951595, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9927736520767212, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.4516081213951111, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996064305305481, "text_quality_nvidia_edu_nemotron4_score": 1.90625, "text_quality_nvidia_edu_mixtral_score": 1.6943359375, "text_quality_dclmbaseline_fasttext_score": 0.9993571639060974, "text_quality_dolma3_fasttext_score": 0.9718483090400696, "custom_fasttext_val_fasttext_score": 0.002507507801055908, "custom_fasttext_core_fasttext_score": 0.00027817487716674805, "custom_fasttext_val_clean_fasttext_score": 0.0014403462409973145, "custom_fasttext_core_clean_fasttext_score": 0.0006511807441711426, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.140625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.140625, "within_sample_repetition_detection": 7.0 }, "194": { "detoxify": 1, "length_chars": 571, "length_tokens": 2066, "length_tokens_text_only": 274, "length_tokens_trainable_only": 146, "length_images": 1, "iqa_live_mean": 0.34413116146819756, "iqa_live_min": 0.34413116146819756, "iqa_live_max": 0.34413116146819756, "iqa_csiq_mean": 0.501224935054779, "iqa_csiq_min": 0.501224935054779, "iqa_csiq_max": 0.501224935054779, "iqa_tid2013_mean": 0.2976716889275445, "iqa_tid2013_min": 0.2976716889275445, "iqa_tid2013_max": 0.2976716889275445, "iqa_kadid10k_mean": 0.3704833984375, "iqa_kadid10k_min": 0.3704833984375, "iqa_kadid10k_max": 0.3704833984375, "iqa_flive_mean": 0.6371863779395518, "iqa_flive_min": 0.6371863779395518, "iqa_flive_max": 0.6371863779395518, "iqa_spaq_mean": 0.2932908799913195, "iqa_spaq_min": 0.2932908799913195, "iqa_spaq_max": 0.2932908799913195, "iqa_clive_mean": 0.2970501292835583, "iqa_clive_min": 0.2970501292835583, "iqa_clive_max": 0.2970501292835583, "iqa_koniq10k_mean": 0.667703647806187, "iqa_koniq10k_min": 0.667703647806187, "iqa_koniq10k_max": 0.667703647806187, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999987137 }, { "lang": "la", "score": 1.2849690316138025e-12 }, { "lang": "tl", "score": 1.2009021020236573e-15 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.779356062412262 }, { "lang": "fa", "score": 0.010556762106716633 }, { "lang": "es", "score": 0.009499345906078815 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.34413116146819756, "iqa_v2_live_min": 0.34413116146819756, "iqa_v2_live_max": 0.34413116146819756, "iqa_v2_csiq_mean": 0.501224935054779, "iqa_v2_csiq_min": 0.501224935054779, "iqa_v2_csiq_max": 0.501224935054779, "iqa_v2_tid2013_mean": 0.2976716889275445, "iqa_v2_tid2013_min": 0.2976716889275445, "iqa_v2_tid2013_max": 0.2976716889275445, "iqa_v2_kadid10k_mean": 0.3704833984375, "iqa_v2_kadid10k_min": 0.3704833984375, "iqa_v2_kadid10k_max": 0.3704833984375, "iqa_v2_flive_mean": 0.6371469208688447, "iqa_v2_flive_min": 0.6371469208688447, "iqa_v2_flive_max": 0.6371469208688447, "iqa_v2_spaq_mean": 0.2932908799913195, "iqa_v2_spaq_min": 0.2932908799913195, "iqa_v2_spaq_max": 0.2932908799913195, "iqa_v2_clive_mean": 0.2970501292835583, "iqa_v2_clive_min": 0.2970501292835583, "iqa_v2_clive_max": 0.2970501292835583, "iqa_v2_koniq10k_mean": 0.667703647806187, "iqa_v2_koniq10k_min": 0.667703647806187, "iqa_v2_koniq10k_max": 0.667703647806187, "imdecont": { "jpg": 0.4985089898109436 }, "imdecont_image_match": { "jpg": 251543 }, "imdecont_max": 0.4985089898109436, "imdecont_mean": 0.4985089898109436, "imdecont_min": 0.4985089898109436, "clip_score_clip_vitl14_224_prev_turn_only_min": 23.046875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 23.046875, "clip_score_clip_vitl14_224_prev_turn_only_max": 23.046875, "clip_score_dfn_public_prev_turn_only_min": 2.234375, "clip_score_dfn_public_prev_turn_only_mean": 2.234375, "clip_score_dfn_public_prev_turn_only_max": 2.234375, "clip_score_siglip2_b16_224_prev_turn_only_min": -3.0859375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -3.0859375, "clip_score_siglip2_b16_224_prev_turn_only_max": -3.0859375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.546875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.546875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.546875, "clip_score_clip_vitl14_224_next_turn_only_min": 21.859375, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.859375, "clip_score_clip_vitl14_224_next_turn_only_max": 21.859375, "clip_score_dfn_public_next_turn_only_min": 3.630859375, "clip_score_dfn_public_next_turn_only_mean": 3.630859375, "clip_score_dfn_public_next_turn_only_max": 3.630859375, "clip_score_siglip2_b16_224_next_turn_only_min": -4.78125, "clip_score_siglip2_b16_224_next_turn_only_mean": -4.78125, "clip_score_siglip2_b16_224_next_turn_only_max": -4.78125, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.6875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.6875, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.046875, "clip_score_dfn_public_prev_and_next_turn_min": 2.234375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.234375, "clip_score_dfn_public_prev_and_next_turn_max": 2.234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.0859375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.0859375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.0859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.296875, "im_height": { "jpg": 1787 }, "im_height_mean": 1787.0, "im_height_min": 1787, "im_height_max": 1787, "im_width": { "jpg": 1165 }, "im_width_mean": 1165.0, "im_width_min": 1165, "im_width_max": 1165, "im_ar": { "jpg": 0.6519 }, "im_ar_mean": 0.6519, "im_ar_min": 0.6519, "im_ar_max": 0.6519, "im_kilobytes": { "jpg": 6099.18 }, "im_kilobytes_mean": 6099.18, "im_kilobytes_min": 6099.18, "im_kilobytes_max": 6099.18, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 169.28 }, "im_clarity_mean": 169.28, "im_clarity_min": 169.28, "im_clarity_max": 169.28, "im_luma": { "jpg": 242.02 }, "im_luma_mean": 242.02, "im_luma_min": 242.02, "im_luma_max": 242.02, "im_saturation": { "jpg": 29.56 }, "im_saturation_mean": 29.56, "im_saturation_min": 29.56, "im_saturation_max": 29.56, "im_entropy": { "jpg": 1.11 }, "im_entropy_mean": 1.11, "im_entropy_min": 1.11, "im_entropy_max": 1.11, "unifilter_score_qwen2_5_1_5b": 0.2056884765625, "unifilter_score_qwen3_0_6b": 1.044921875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999987137, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.2849690316138025e-12, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.2009021020236573e-15, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.779356062412262, "language_detection_annotation_nllb_1_lan": "fa", "language_detection_annotation_nllb_1_score": 0.010556762106716633, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.009499345906078815, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9838166236877441, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8722783923149109, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997829794883728, "text_quality_nvidia_edu_nemotron4_score": 2.458984375, "text_quality_nvidia_edu_mixtral_score": 2.36328125, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 0.9999555349349976, "custom_fasttext_val_fasttext_score": 0.009282827377319336, "custom_fasttext_core_fasttext_score": 0.0006707906723022461, "custom_fasttext_val_clean_fasttext_score": 0.05403965711593628, "custom_fasttext_core_clean_fasttext_score": 0.021567583084106445, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.6796875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.6484375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.03125, "within_sample_repetition_detection": 7.0 }, "208": { "detoxify": 1, "length_chars": 254, "length_tokens": 2692, "length_tokens_text_only": 132, "length_tokens_trainable_only": 54, "length_images": 1, "iqa_live_mean": 0.21455414126617733, "iqa_live_min": 0.21455414126617733, "iqa_live_max": 0.21455414126617733, "iqa_csiq_mean": 0.33118098974227905, "iqa_csiq_min": 0.33118098974227905, "iqa_csiq_max": 0.33118098974227905, "iqa_tid2013_mean": 0.21032359864976669, "iqa_tid2013_min": 0.21032359864976669, "iqa_tid2013_max": 0.21032359864976669, "iqa_kadid10k_mean": 0.0377197265625, "iqa_kadid10k_min": 0.0377197265625, "iqa_kadid10k_max": 0.0377197265625, "iqa_flive_mean": 0.4728032892400569, "iqa_flive_min": 0.4728032892400569, "iqa_flive_max": 0.4728032892400569, "iqa_spaq_mean": 0.09963557696101642, "iqa_spaq_min": 0.09963557696101642, "iqa_spaq_max": 0.09963557696101642, "iqa_clive_mean": 0.4010195105966896, "iqa_clive_min": 0.4010195105966896, "iqa_clive_max": 0.4010195105966896, "iqa_koniq10k_mean": 0.5567504035101997, "iqa_koniq10k_min": 0.5567504035101997, "iqa_koniq10k_max": 0.5567504035101997, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999144114510001 }, { "lang": "la", "score": 8.552055788663311e-05 }, { "lang": "pt", "score": 2.464067449633109e-08 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7901073098182678 }, { "lang": "ru", "score": 0.014550135470926762 }, { "lang": "es", "score": 0.00958474911749363 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.21455414126617733, "iqa_v2_live_min": 0.21455414126617733, "iqa_v2_live_max": 0.21455414126617733, "iqa_v2_csiq_mean": 0.33118098974227905, "iqa_v2_csiq_min": 0.33118098974227905, "iqa_v2_csiq_max": 0.33118098974227905, "iqa_v2_tid2013_mean": 0.21032359864976669, "iqa_v2_tid2013_min": 0.21032359864976669, "iqa_v2_tid2013_max": 0.21032359864976669, "iqa_v2_kadid10k_mean": 0.0377197265625, "iqa_v2_kadid10k_min": 0.0377197265625, "iqa_v2_kadid10k_max": 0.0377197265625, "iqa_v2_flive_mean": 0.47296111752288517, "iqa_v2_flive_min": 0.47296111752288517, "iqa_v2_flive_max": 0.47296111752288517, "iqa_v2_spaq_mean": 0.09963557696101642, "iqa_v2_spaq_min": 0.09963557696101642, "iqa_v2_spaq_max": 0.09963557696101642, "iqa_v2_clive_mean": 0.4010195105966896, "iqa_v2_clive_min": 0.4010195105966896, "iqa_v2_clive_max": 0.4010195105966896, "iqa_v2_koniq10k_mean": 0.5567504035101997, "iqa_v2_koniq10k_min": 0.5567504035101997, "iqa_v2_koniq10k_max": 0.5567504035101997, "imdecont": { "jpg": 0.5665068626403809 }, "imdecont_image_match": { "jpg": 145933 }, "imdecont_max": 0.5665068626403809, "imdecont_mean": 0.5665068626403809, "imdecont_min": 0.5665068626403809, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.109375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.109375, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.109375, "clip_score_dfn_public_prev_turn_only_min": 2.591796875, "clip_score_dfn_public_prev_turn_only_mean": 2.591796875, "clip_score_dfn_public_prev_turn_only_max": 2.591796875, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.65625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.65625, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.65625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.28125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.28125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.28125, "clip_score_clip_vitl14_224_next_turn_only_min": 19.4375, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.4375, "clip_score_clip_vitl14_224_next_turn_only_max": 19.4375, "clip_score_dfn_public_next_turn_only_min": 1.365234375, "clip_score_dfn_public_next_turn_only_mean": 1.365234375, "clip_score_dfn_public_next_turn_only_max": 1.365234375, "clip_score_siglip2_b16_224_next_turn_only_min": -0.78125, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.78125, "clip_score_siglip2_b16_224_next_turn_only_max": -0.78125, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.03125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.03125, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 17.5, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 17.5, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 17.5, "clip_score_dfn_public_prev_and_next_turn_min": 1.7919921875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.7919921875, "clip_score_dfn_public_prev_and_next_turn_max": 1.7919921875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.0, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.0, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.0, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 17.765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 17.765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 17.765625, "im_height": { "jpg": 1859 }, "im_height_mean": 1859.0, "im_height_min": 1859, "im_height_max": 1859, "im_width": { "jpg": 2006 }, "im_width_mean": 2006.0, "im_width_min": 2006, "im_width_max": 2006, "im_ar": { "jpg": 1.0791 }, "im_ar_mean": 1.0791, "im_ar_min": 1.0791, "im_ar_max": 1.0791, "im_kilobytes": { "jpg": 10925.26 }, "im_kilobytes_mean": 10925.26, "im_kilobytes_min": 10925.26, "im_kilobytes_max": 10925.26, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 199.42 }, "im_clarity_mean": 199.42, "im_clarity_min": 199.42, "im_clarity_max": 199.42, "im_luma": { "jpg": 229.44 }, "im_luma_mean": 229.44, "im_luma_min": 229.44, "im_luma_max": 229.44, "im_saturation": { "jpg": 130.24 }, "im_saturation_mean": 130.24, "im_saturation_min": 130.24, "im_saturation_max": 130.24, "im_entropy": { "jpg": 0.83 }, "im_entropy_mean": 0.83, "im_entropy_min": 0.83, "im_entropy_max": 0.83, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999144114510001, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 8.552055788663311e-05, "language_detection_annotation_lingua_2_lan": "pt", "language_detection_annotation_lingua_2_score": 2.464067449633109e-08, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7901073098182678, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.014550135470926762, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.00958474911749363, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9835914373397827, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5988882780075073, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9989080429077148, "text_quality_nvidia_edu_nemotron4_score": 2.123046875, "text_quality_nvidia_edu_mixtral_score": 2.080078125, "text_quality_dclmbaseline_fasttext_score": 0.9999834299087524, "text_quality_dolma3_fasttext_score": 0.9999327659606934, "custom_fasttext_val_fasttext_score": 0.00040453672409057617, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0017259716987609863, "custom_fasttext_core_clean_fasttext_score": 0.0005543828010559082, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.484375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.859375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.375, "within_sample_repetition_detection": 8.0 }, "211": { "detoxify": 1, "length_chars": 730, "length_tokens": 2864, "length_tokens_text_only": 304, "length_tokens_trainable_only": 188, "length_images": 1, "iqa_live_mean": 0.46068738686918, "iqa_live_min": 0.46068738686918, "iqa_live_max": 0.46068738686918, "iqa_csiq_mean": 0.608951985836029, "iqa_csiq_min": 0.608951985836029, "iqa_csiq_max": 0.608951985836029, "iqa_tid2013_mean": 0.32642602920532227, "iqa_tid2013_min": 0.32642602920532227, "iqa_tid2013_max": 0.32642602920532227, "iqa_kadid10k_mean": 0.442138671875, "iqa_kadid10k_min": 0.442138671875, "iqa_kadid10k_max": 0.442138671875, "iqa_flive_mean": 0.6245946402501579, "iqa_flive_min": 0.6245946402501579, "iqa_flive_max": 0.6245946402501579, "iqa_spaq_mean": 0.3622618395872791, "iqa_spaq_min": 0.3622618395872791, "iqa_spaq_max": 0.3622618395872791, "iqa_clive_mean": 0.41187020504113403, "iqa_clive_min": 0.41187020504113403, "iqa_clive_max": 0.41187020504113403, "iqa_koniq10k_mean": 0.652078647806187, "iqa_koniq10k_min": 0.652078647806187, "iqa_koniq10k_max": 0.652078647806187, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999998449 }, { "lang": "la", "score": 1.551825058275513e-13 }, { "lang": "fr", "score": 4.3425620265967135e-19 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8568039536476135 }, { "lang": "ru", "score": 0.006155101116746664 }, { "lang": "es", "score": 0.005713736172765493 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.46068738686918, "iqa_v2_live_min": 0.46068738686918, "iqa_v2_live_max": 0.46068738686918, "iqa_v2_csiq_mean": 0.608951985836029, "iqa_v2_csiq_min": 0.608951985836029, "iqa_v2_csiq_max": 0.608951985836029, "iqa_v2_tid2013_mean": 0.32642602920532227, "iqa_v2_tid2013_min": 0.32642602920532227, "iqa_v2_tid2013_max": 0.32642602920532227, "iqa_v2_kadid10k_mean": 0.442138671875, "iqa_v2_kadid10k_min": 0.442138671875, "iqa_v2_kadid10k_max": 0.442138671875, "iqa_v2_flive_mean": 0.6245946402501579, "iqa_v2_flive_min": 0.6245946402501579, "iqa_v2_flive_max": 0.6245946402501579, "iqa_v2_spaq_mean": 0.3622618395872791, "iqa_v2_spaq_min": 0.3622618395872791, "iqa_v2_spaq_max": 0.3622618395872791, "iqa_v2_clive_mean": 0.41187020504113403, "iqa_v2_clive_min": 0.41187020504113403, "iqa_v2_clive_max": 0.41187020504113403, "iqa_v2_koniq10k_mean": 0.652078647806187, "iqa_v2_koniq10k_min": 0.652078647806187, "iqa_v2_koniq10k_max": 0.652078647806187, "imdecont": { "jpg": 0.5398581027984619 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5398581027984619, "imdecont_mean": 0.5398581027984619, "imdecont_min": 0.5398581027984619, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.078125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.078125, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.078125, "clip_score_dfn_public_prev_turn_only_min": 3.19140625, "clip_score_dfn_public_prev_turn_only_mean": 3.19140625, "clip_score_dfn_public_prev_turn_only_max": 3.19140625, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.421875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.421875, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.421875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.703125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.703125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.703125, "clip_score_clip_vitl14_224_next_turn_only_min": 28.078125, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.078125, "clip_score_clip_vitl14_224_next_turn_only_max": 28.078125, "clip_score_dfn_public_next_turn_only_min": 4.24609375, "clip_score_dfn_public_next_turn_only_mean": 4.24609375, "clip_score_dfn_public_next_turn_only_max": 4.24609375, "clip_score_siglip2_b16_224_next_turn_only_min": 2.109375, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.109375, "clip_score_siglip2_b16_224_next_turn_only_max": 2.109375, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.640625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.640625, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.25, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.25, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.25, "clip_score_dfn_public_prev_and_next_turn_min": 3.8046875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.8046875, "clip_score_dfn_public_prev_and_next_turn_max": 3.8046875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.21875, "im_height": { "jpg": 1821 }, "im_height_mean": 1821.0, "im_height_min": 1821, "im_height_max": 1821, "im_width": { "jpg": 1653 }, "im_width_mean": 1653.0, "im_width_min": 1653, "im_width_max": 1653, "im_ar": { "jpg": 0.9077 }, "im_ar_mean": 0.9077, "im_ar_min": 0.9077, "im_ar_max": 0.9077, "im_kilobytes": { "jpg": 8818.69 }, "im_kilobytes_mean": 8818.69, "im_kilobytes_min": 8818.69, "im_kilobytes_max": 8818.69, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 144.45 }, "im_clarity_mean": 144.45, "im_clarity_min": 144.45, "im_clarity_max": 144.45, "im_luma": { "jpg": 237.83 }, "im_luma_mean": 237.83, "im_luma_min": 237.83, "im_luma_max": 237.83, "im_saturation": { "jpg": 23.1 }, "im_saturation_mean": 23.1, "im_saturation_min": 23.1, "im_saturation_max": 23.1, "im_entropy": { "jpg": 1.15 }, "im_entropy_mean": 1.15, "im_entropy_min": 1.15, "im_entropy_max": 1.15, "unifilter_score_qwen2_5_1_5b": -0.24462890625, "unifilter_score_qwen3_0_6b": 1.634765625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999998449, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.551825058275513e-13, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 4.3425620265967135e-19, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8568039536476135, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006155101116746664, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.005713736172765493, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9951127171516418, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5628469586372375, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9998124241828918, "text_quality_nvidia_edu_nemotron4_score": 2.38671875, "text_quality_nvidia_edu_mixtral_score": 2.1796875, "text_quality_dclmbaseline_fasttext_score": 0.9998745918273926, "text_quality_dolma3_fasttext_score": 0.9999765157699585, "custom_fasttext_val_fasttext_score": 0.002597212791442871, "custom_fasttext_core_fasttext_score": 2.6106834411621094e-05, "custom_fasttext_val_clean_fasttext_score": 0.002606213092803955, "custom_fasttext_core_clean_fasttext_score": 0.0004119277000427246, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.4296875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.453125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0234375, "within_sample_repetition_detection": 7.0 }, "180": { "detoxify": 1, "length_chars": 1073, "length_tokens": 3779, "length_tokens_text_only": 451, "length_tokens_trainable_only": 321, "length_images": 1, "iqa_live_mean": 0.5083219354802911, "iqa_live_min": 0.5083219354802911, "iqa_live_max": 0.5083219354802911, "iqa_csiq_mean": 0.613224446773529, "iqa_csiq_min": 0.613224446773529, "iqa_csiq_max": 0.613224446773529, "iqa_tid2013_mean": 0.4141538937886556, "iqa_tid2013_min": 0.4141538937886556, "iqa_tid2013_max": 0.4141538937886556, "iqa_kadid10k_mean": 0.5072021484375, "iqa_kadid10k_min": 0.5072021484375, "iqa_kadid10k_max": 0.5072021484375, "iqa_flive_mean": 0.6467201926491478, "iqa_flive_min": 0.6467201926491478, "iqa_flive_max": 0.6467201926491478, "iqa_spaq_mean": 0.3844367133246528, "iqa_spaq_min": 0.3844367133246528, "iqa_spaq_max": 0.3844367133246528, "iqa_clive_mean": 0.36901982625325525, "iqa_clive_min": 0.36901982625325525, "iqa_clive_max": 0.36901982625325525, "iqa_koniq10k_mean": 0.663284455886995, "iqa_koniq10k_min": 0.663284455886995, "iqa_koniq10k_max": 0.663284455886995, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 3.0408143169089337e-17 }, { "lang": "eo", "score": 6.937850079635298e-20 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7992784380912781 }, { "lang": "ru", "score": 0.008160551078617573 }, { "lang": "ko", "score": 0.007449029479175806 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5083219354802911, "iqa_v2_live_min": 0.5083219354802911, "iqa_v2_live_max": 0.5083219354802911, "iqa_v2_csiq_mean": 0.613224446773529, "iqa_v2_csiq_min": 0.613224446773529, "iqa_v2_csiq_max": 0.613224446773529, "iqa_v2_tid2013_mean": 0.4141538937886556, "iqa_v2_tid2013_min": 0.4141538937886556, "iqa_v2_tid2013_max": 0.4141538937886556, "iqa_v2_kadid10k_mean": 0.5072021484375, "iqa_v2_kadid10k_min": 0.5072021484375, "iqa_v2_kadid10k_max": 0.5072021484375, "iqa_v2_flive_mean": 0.646734989050663, "iqa_v2_flive_min": 0.646734989050663, "iqa_v2_flive_max": 0.646734989050663, "iqa_v2_spaq_mean": 0.38435779918323865, "iqa_v2_spaq_min": 0.38435779918323865, "iqa_v2_spaq_max": 0.38435779918323865, "iqa_v2_clive_mean": 0.36901982625325525, "iqa_v2_clive_min": 0.36901982625325525, "iqa_v2_clive_max": 0.36901982625325525, "iqa_v2_koniq10k_mean": 0.663284455886995, "iqa_v2_koniq10k_min": 0.663284455886995, "iqa_v2_koniq10k_max": 0.663284455886995, "imdecont": { "jpg": 0.5340040326118469 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.5340040326118469, "imdecont_mean": 0.5340040326118469, "imdecont_min": 0.5340040326118469, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.546875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.546875, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.546875, "clip_score_dfn_public_prev_turn_only_min": 4.7109375, "clip_score_dfn_public_prev_turn_only_mean": 4.7109375, "clip_score_dfn_public_prev_turn_only_max": 4.7109375, "clip_score_siglip2_b16_224_prev_turn_only_min": 6.171875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 6.171875, "clip_score_siglip2_b16_224_prev_turn_only_max": 6.171875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.203125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.203125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.203125, "clip_score_clip_vitl14_224_next_turn_only_min": 23.90625, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.90625, "clip_score_clip_vitl14_224_next_turn_only_max": 23.90625, "clip_score_dfn_public_next_turn_only_min": 3.32421875, "clip_score_dfn_public_next_turn_only_mean": 3.32421875, "clip_score_dfn_public_next_turn_only_max": 3.32421875, "clip_score_siglip2_b16_224_next_turn_only_min": 3.671875, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.671875, "clip_score_siglip2_b16_224_next_turn_only_max": 3.671875, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.8125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.8125, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.546875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.546875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.546875, "clip_score_dfn_public_prev_and_next_turn_min": 4.7109375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.7109375, "clip_score_dfn_public_prev_and_next_turn_max": 4.7109375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 6.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 6.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 6.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.609375, "im_height": { "jpg": 2293 }, "im_height_mean": 2293.0, "im_height_min": 2293, "im_height_max": 2293, "im_width": { "jpg": 1657 }, "im_width_mean": 1657.0, "im_width_min": 1657, "im_width_max": 1657, "im_ar": { "jpg": 0.7226 }, "im_ar_mean": 0.7226, "im_ar_min": 0.7226, "im_ar_max": 0.7226, "im_kilobytes": { "jpg": 11131.35 }, "im_kilobytes_mean": 11131.35, "im_kilobytes_min": 11131.35, "im_kilobytes_max": 11131.35, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 226.48 }, "im_clarity_mean": 226.48, "im_clarity_min": 226.48, "im_clarity_max": 226.48, "im_luma": { "jpg": 239.31 }, "im_luma_mean": 239.31, "im_luma_min": 239.31, "im_luma_max": 239.31, "im_saturation": { "jpg": 36.48 }, "im_saturation_mean": 36.48, "im_saturation_min": 36.48, "im_saturation_max": 36.48, "im_entropy": { "jpg": 1.94 }, "im_entropy_mean": 1.94, "im_entropy_min": 1.94, "im_entropy_max": 1.94, "unifilter_score_qwen2_5_1_5b": -1.7099609375, "unifilter_score_qwen3_0_6b": -0.6806640625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.0408143169089337e-17, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 6.937850079635298e-20, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7992784380912781, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.008160551078617573, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.007449029479175806, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9907774925231934, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7990579605102539, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997029900550842, "text_quality_nvidia_edu_nemotron4_score": 2.216796875, "text_quality_nvidia_edu_mixtral_score": 2.294921875, "text_quality_dclmbaseline_fasttext_score": 0.9976505041122437, "text_quality_dolma3_fasttext_score": 0.9993208646774292, "custom_fasttext_val_fasttext_score": 0.0026260018348693848, "custom_fasttext_core_fasttext_score": 0.00014102458953857422, "custom_fasttext_val_clean_fasttext_score": 0.0021152496337890625, "custom_fasttext_core_clean_fasttext_score": 8.20159912109375e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.078125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.1640625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0859375, "within_sample_repetition_detection": 6.0 }, "207": { "detoxify": 1, "length_chars": 1197, "length_tokens": 3042, "length_tokens_text_only": 482, "length_tokens_trainable_only": 334, "length_images": 1, "iqa_live_mean": 0.4365396595964528, "iqa_live_min": 0.4365396595964528, "iqa_live_max": 0.4365396595964528, "iqa_csiq_mean": 0.578800618648529, "iqa_csiq_min": 0.578800618648529, "iqa_csiq_max": 0.578800618648529, "iqa_tid2013_mean": 0.3961417410108778, "iqa_tid2013_min": 0.3961417410108778, "iqa_tid2013_max": 0.3961417410108778, "iqa_kadid10k_mean": 0.43603515625, "iqa_kadid10k_min": 0.43603515625, "iqa_kadid10k_max": 0.43603515625, "iqa_flive_mean": 0.6585869066642993, "iqa_flive_min": 0.6585869066642993, "iqa_flive_max": 0.6585869066642993, "iqa_spaq_mean": 0.399035829486269, "iqa_spaq_min": 0.399035829486269, "iqa_spaq_max": 0.399035829486269, "iqa_clive_mean": 0.3632590939300229, "iqa_clive_min": 0.3632590939300229, "iqa_clive_max": 0.3632590939300229, "iqa_koniq10k_mean": 0.653814758917298, "iqa_koniq10k_min": 0.653814758917298, "iqa_koniq10k_max": 0.653814758917298, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999953 }, { "lang": "la", "score": 4.63812932767842e-15 }, { "lang": "fr", "score": 1.1073104070384164e-24 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8645550608634949 }, { "lang": "ru", "score": 0.006289624609053135 }, { "lang": "ko", "score": 0.0049013555981218815 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4365396595964528, "iqa_v2_live_min": 0.4365396595964528, "iqa_v2_live_max": 0.4365396595964528, "iqa_v2_csiq_mean": 0.578800618648529, "iqa_v2_csiq_min": 0.578800618648529, "iqa_v2_csiq_max": 0.578800618648529, "iqa_v2_tid2013_mean": 0.3961417410108778, "iqa_v2_tid2013_min": 0.3961417410108778, "iqa_v2_tid2013_max": 0.3961417410108778, "iqa_v2_kadid10k_mean": 0.43603515625, "iqa_v2_kadid10k_min": 0.43603515625, "iqa_v2_kadid10k_max": 0.43603515625, "iqa_v2_flive_mean": 0.6585869066642993, "iqa_v2_flive_min": 0.6585869066642993, "iqa_v2_flive_max": 0.6585869066642993, "iqa_v2_spaq_mean": 0.399035829486269, "iqa_v2_spaq_min": 0.399035829486269, "iqa_v2_spaq_max": 0.399035829486269, "iqa_v2_clive_mean": 0.3632590939300229, "iqa_v2_clive_min": 0.3632590939300229, "iqa_v2_clive_max": 0.3632590939300229, "iqa_v2_koniq10k_mean": 0.653814758917298, "iqa_v2_koniq10k_min": 0.653814758917298, "iqa_v2_koniq10k_max": 0.653814758917298, "imdecont": { "jpg": 0.4645916819572449 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.4645916819572449, "imdecont_mean": 0.4645916819572449, "imdecont_min": 0.4645916819572449, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.484375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.484375, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.484375, "clip_score_dfn_public_prev_turn_only_min": 3.689453125, "clip_score_dfn_public_prev_turn_only_mean": 3.689453125, "clip_score_dfn_public_prev_turn_only_max": 3.689453125, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.296875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.296875, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.296875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.53125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.53125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.53125, "clip_score_clip_vitl14_224_next_turn_only_min": 26.078125, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.078125, "clip_score_clip_vitl14_224_next_turn_only_max": 26.078125, "clip_score_dfn_public_next_turn_only_min": 2.37890625, "clip_score_dfn_public_next_turn_only_mean": 2.37890625, "clip_score_dfn_public_next_turn_only_max": 2.37890625, "clip_score_siglip2_b16_224_next_turn_only_min": 2.96875, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.96875, "clip_score_siglip2_b16_224_next_turn_only_max": 2.96875, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.953125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.953125, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.484375, "clip_score_dfn_public_prev_and_next_turn_min": 3.689453125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.689453125, "clip_score_dfn_public_prev_and_next_turn_max": 3.689453125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.984375, "im_height": { "jpg": 1711 }, "im_height_mean": 1711.0, "im_height_min": 1711, "im_height_max": 1711, "im_width": { "jpg": 1702 }, "im_width_mean": 1702.0, "im_width_min": 1702, "im_width_max": 1702, "im_ar": { "jpg": 0.9947 }, "im_ar_mean": 0.9947, "im_ar_min": 0.9947, "im_ar_max": 0.9947, "im_kilobytes": { "jpg": 8531.61 }, "im_kilobytes_mean": 8531.61, "im_kilobytes_min": 8531.61, "im_kilobytes_max": 8531.61, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 251.46 }, "im_clarity_mean": 251.46, "im_clarity_min": 251.46, "im_clarity_max": 251.46, "im_luma": { "jpg": 238.87 }, "im_luma_mean": 238.87, "im_luma_min": 238.87, "im_luma_max": 238.87, "im_saturation": { "jpg": 54.78 }, "im_saturation_mean": 54.78, "im_saturation_min": 54.78, "im_saturation_max": 54.78, "im_entropy": { "jpg": 1.91 }, "im_entropy_mean": 1.91, "im_entropy_min": 1.91, "im_entropy_max": 1.91, "unifilter_score_qwen2_5_1_5b": -3.607421875, "unifilter_score_qwen3_0_6b": 0.7197265625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999953, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.63812932767842e-15, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 1.1073104070384164e-24, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8645550608634949, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006289624609053135, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.0049013555981218815, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9880552887916565, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.9221508502960205, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9994813799858093, "text_quality_nvidia_edu_nemotron4_score": 2.525390625, "text_quality_nvidia_edu_mixtral_score": 2.453125, "text_quality_dclmbaseline_fasttext_score": 0.998524010181427, "text_quality_dolma3_fasttext_score": 0.9994251728057861, "custom_fasttext_val_fasttext_score": 0.0010606646537780762, "custom_fasttext_core_fasttext_score": 4.935264587402344e-05, "custom_fasttext_val_clean_fasttext_score": 0.0021274685859680176, "custom_fasttext_core_clean_fasttext_score": 0.0009468197822570801, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.109375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.2890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1796875, "within_sample_repetition_detection": 4.0 }, "213": { "detoxify": 1, "length_chars": 902, "length_tokens": 2984, "length_tokens_text_only": 424, "length_tokens_trainable_only": 300, "length_images": 1, "iqa_live_mean": 0.4860582833338265, "iqa_live_min": 0.4860582833338265, "iqa_live_max": 0.4860582833338265, "iqa_csiq_mean": 0.590763509273529, "iqa_csiq_min": 0.590763509273529, "iqa_csiq_max": 0.590763509273529, "iqa_tid2013_mean": 0.3536612722608778, "iqa_tid2013_min": 0.3536612722608778, "iqa_tid2013_max": 0.3536612722608778, "iqa_kadid10k_mean": 0.450927734375, "iqa_kadid10k_min": 0.450927734375, "iqa_kadid10k_max": 0.450927734375, "iqa_flive_mean": 0.668194703381471, "iqa_flive_min": 0.668194703381471, "iqa_flive_max": 0.668194703381471, "iqa_spaq_mean": 0.3936696678701074, "iqa_spaq_min": 0.3936696678701074, "iqa_spaq_max": 0.3936696678701074, "iqa_clive_mean": 0.4494136078189118, "iqa_clive_min": 0.4494136078189118, "iqa_clive_max": 0.4494136078189118, "iqa_koniq10k_mean": 0.6825395063920455, "iqa_koniq10k_min": 0.6825395063920455, "iqa_koniq10k_max": 0.6825395063920455, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 2.2124805576031903e-17 }, { "lang": "tl", "score": 6.494150204350436e-25 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8264391422271729 }, { "lang": "pt", "score": 0.009202486835420132 }, { "lang": "ro", "score": 0.00739095825701952 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4860582833338265, "iqa_v2_live_min": 0.4860582833338265, "iqa_v2_live_max": 0.4860582833338265, "iqa_v2_csiq_mean": 0.590763509273529, "iqa_v2_csiq_min": 0.590763509273529, "iqa_v2_csiq_max": 0.590763509273529, "iqa_v2_tid2013_mean": 0.3536612722608778, "iqa_v2_tid2013_min": 0.3536612722608778, "iqa_v2_tid2013_max": 0.3536612722608778, "iqa_v2_kadid10k_mean": 0.450927734375, "iqa_v2_kadid10k_min": 0.450927734375, "iqa_v2_kadid10k_max": 0.450927734375, "iqa_v2_flive_mean": 0.668194703381471, "iqa_v2_flive_min": 0.668194703381471, "iqa_v2_flive_max": 0.668194703381471, "iqa_v2_spaq_mean": 0.3936696678701074, "iqa_v2_spaq_min": 0.3936696678701074, "iqa_v2_spaq_max": 0.3936696678701074, "iqa_v2_clive_mean": 0.4494136078189118, "iqa_v2_clive_min": 0.4494136078189118, "iqa_v2_clive_max": 0.4494136078189118, "iqa_v2_koniq10k_mean": 0.6825395063920455, "iqa_v2_koniq10k_min": 0.6825395063920455, "iqa_v2_koniq10k_max": 0.6825395063920455, "imdecont": { "jpg": 0.44836944341659546 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.44836944341659546, "imdecont_mean": 0.44836944341659546, "imdecont_min": 0.44836944341659546, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.390625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.390625, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.390625, "clip_score_dfn_public_prev_turn_only_min": 4.4921875, "clip_score_dfn_public_prev_turn_only_mean": 4.4921875, "clip_score_dfn_public_prev_turn_only_max": 4.4921875, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.453125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.453125, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.453125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.34375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.34375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.34375, "clip_score_clip_vitl14_224_next_turn_only_min": 25.90625, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.90625, "clip_score_clip_vitl14_224_next_turn_only_max": 25.90625, "clip_score_dfn_public_next_turn_only_min": 1.65625, "clip_score_dfn_public_next_turn_only_mean": 1.65625, "clip_score_dfn_public_next_turn_only_max": 1.65625, "clip_score_siglip2_b16_224_next_turn_only_min": 1.8125, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.8125, "clip_score_siglip2_b16_224_next_turn_only_max": 1.8125, "clip_score_longclip_vitl14_224_next_turn_only_min": 28.484375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 28.484375, "clip_score_longclip_vitl14_224_next_turn_only_max": 28.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.390625, "clip_score_dfn_public_prev_and_next_turn_min": 4.4921875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.4921875, "clip_score_dfn_public_prev_and_next_turn_max": 4.4921875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.453125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.453125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.453125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 28.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.3125, "im_height": { "jpg": 1881 }, "im_height_mean": 1881.0, "im_height_min": 1881, "im_height_max": 1881, "im_width": { "jpg": 1891 }, "im_width_mean": 1891.0, "im_width_min": 1891, "im_width_max": 1891, "im_ar": { "jpg": 1.0053 }, "im_ar_mean": 1.0053, "im_ar_min": 1.0053, "im_ar_max": 1.0053, "im_kilobytes": { "jpg": 10420.81 }, "im_kilobytes_mean": 10420.81, "im_kilobytes_min": 10420.81, "im_kilobytes_max": 10420.81, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 142.71 }, "im_clarity_mean": 142.71, "im_clarity_min": 142.71, "im_clarity_max": 142.71, "im_luma": { "jpg": 210.34 }, "im_luma_mean": 210.34, "im_luma_min": 210.34, "im_luma_max": 210.34, "im_saturation": { "jpg": 69.38 }, "im_saturation_mean": 69.38, "im_saturation_min": 69.38, "im_saturation_max": 69.38, "im_entropy": { "jpg": 1.77 }, "im_entropy_mean": 1.77, "im_entropy_min": 1.77, "im_entropy_max": 1.77, "unifilter_score_qwen2_5_1_5b": -1.572265625, "unifilter_score_qwen3_0_6b": -5.14453125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.2124805576031903e-17, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 6.494150204350436e-25, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8264391422271729, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.009202486835420132, "language_detection_annotation_nllb_2_lan": "ro", "language_detection_annotation_nllb_2_score": 0.00739095825701952, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.990730345249176, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5014849901199341, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9992715716362, "text_quality_nvidia_edu_nemotron4_score": 2.056640625, "text_quality_nvidia_edu_mixtral_score": 2.033203125, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0007486343383789062, "custom_fasttext_core_fasttext_score": 4.291534423828125e-05, "custom_fasttext_val_clean_fasttext_score": 0.0013808608055114746, "custom_fasttext_core_clean_fasttext_score": 0.00029146671295166016, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.1640625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.1484375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.015625, "within_sample_repetition_detection": 6.0 }, "210": { "detoxify": 1, "length_chars": 810, "length_tokens": 3173, "length_tokens_text_only": 357, "length_tokens_trainable_only": 239, "length_images": 1, "iqa_live_mean": 0.27200363621567225, "iqa_live_min": 0.27200363621567225, "iqa_live_max": 0.27200363621567225, "iqa_csiq_mean": 0.31787532567977905, "iqa_csiq_min": 0.31787532567977905, "iqa_csiq_max": 0.31787532567977905, "iqa_tid2013_mean": 0.23484616809421113, "iqa_tid2013_min": 0.23484616809421113, "iqa_tid2013_max": 0.23484616809421113, "iqa_kadid10k_mean": 0.0264892578125, "iqa_kadid10k_min": 0.0264892578125, "iqa_kadid10k_max": 0.0264892578125, "iqa_flive_mean": 0.540353794290562, "iqa_flive_min": 0.540353794290562, "iqa_flive_max": 0.540353794290562, "iqa_spaq_mean": 0.16908002140546088, "iqa_spaq_min": 0.16908002140546088, "iqa_spaq_max": 0.16908002140546088, "iqa_clive_mean": 0.40200593736436635, "iqa_clive_min": 0.40200593736436635, "iqa_clive_max": 0.40200593736436635, "iqa_koniq10k_mean": 0.6192504035101997, "iqa_koniq10k_min": 0.6192504035101997, "iqa_koniq10k_max": 0.6192504035101997, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999997371187 }, { "lang": "la", "score": 2.628810680838323e-10 }, { "lang": "eo", "score": 1.7354943618799285e-16 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8233157992362976 }, { "lang": "ru", "score": 0.009590482339262962 }, { "lang": "pt", "score": 0.007057063281536102 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.27200363621567225, "iqa_v2_live_min": 0.27200363621567225, "iqa_v2_live_max": 0.27200363621567225, "iqa_v2_csiq_mean": 0.31787532567977905, "iqa_v2_csiq_min": 0.31787532567977905, "iqa_v2_csiq_max": 0.31787532567977905, "iqa_v2_tid2013_mean": 0.23484616809421113, "iqa_v2_tid2013_min": 0.23484616809421113, "iqa_v2_tid2013_max": 0.23484616809421113, "iqa_v2_kadid10k_mean": 0.0264892578125, "iqa_v2_kadid10k_min": 0.0264892578125, "iqa_v2_kadid10k_max": 0.0264892578125, "iqa_v2_flive_mean": 0.540353794290562, "iqa_v2_flive_min": 0.540353794290562, "iqa_v2_flive_max": 0.540353794290562, "iqa_v2_spaq_mean": 0.16908002140546088, "iqa_v2_spaq_min": 0.16908002140546088, "iqa_v2_spaq_max": 0.16908002140546088, "iqa_v2_clive_mean": 0.40200593736436635, "iqa_v2_clive_min": 0.40200593736436635, "iqa_v2_clive_max": 0.40200593736436635, "iqa_v2_koniq10k_mean": 0.6192504035101997, "iqa_v2_koniq10k_min": 0.6192504035101997, "iqa_v2_koniq10k_max": 0.6192504035101997, "imdecont": { "jpg": 0.4863009452819824 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.4863009452819824, "imdecont_mean": 0.4863009452819824, "imdecont_min": 0.4863009452819824, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.640625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.640625, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.640625, "clip_score_dfn_public_prev_turn_only_min": 3.548828125, "clip_score_dfn_public_prev_turn_only_mean": 3.548828125, "clip_score_dfn_public_prev_turn_only_max": 3.548828125, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.328125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.328125, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.328125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.65625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.65625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.65625, "clip_score_clip_vitl14_224_next_turn_only_min": 24.109375, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.109375, "clip_score_clip_vitl14_224_next_turn_only_max": 24.109375, "clip_score_dfn_public_next_turn_only_min": 3.599609375, "clip_score_dfn_public_next_turn_only_mean": 3.599609375, "clip_score_dfn_public_next_turn_only_max": 3.599609375, "clip_score_siglip2_b16_224_next_turn_only_min": -1.5390625, "clip_score_siglip2_b16_224_next_turn_only_mean": -1.5390625, "clip_score_siglip2_b16_224_next_turn_only_max": -1.5390625, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.671875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.671875, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.671875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.640625, "clip_score_dfn_public_prev_and_next_turn_min": 3.64453125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.64453125, "clip_score_dfn_public_prev_and_next_turn_max": 3.64453125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.953125, "im_height": { "jpg": 4569 }, "im_height_mean": 4569.0, "im_height_min": 4569, "im_height_max": 4569, "im_width": { "jpg": 1883 }, "im_width_mean": 1883.0, "im_width_min": 1883, "im_width_max": 1883, "im_ar": { "jpg": 0.4121 }, "im_ar_mean": 0.4121, "im_ar_min": 0.4121, "im_ar_max": 0.4121, "im_kilobytes": { "jpg": 25205.35 }, "im_kilobytes_mean": 25205.35, "im_kilobytes_min": 25205.35, "im_kilobytes_max": 25205.35, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 115.44 }, "im_clarity_mean": 115.44, "im_clarity_min": 115.44, "im_clarity_max": 115.44, "im_luma": { "jpg": 179.23 }, "im_luma_mean": 179.23, "im_luma_min": 179.23, "im_luma_max": 179.23, "im_saturation": { "jpg": 131.17 }, "im_saturation_mean": 131.17, "im_saturation_min": 131.17, "im_saturation_max": 131.17, "im_entropy": { "jpg": 1.54 }, "im_entropy_mean": 1.54, "im_entropy_min": 1.54, "im_entropy_max": 1.54, "unifilter_score_qwen2_5_1_5b": 0.1983642578125, "unifilter_score_qwen3_0_6b": 0.6337890625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999997371187, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.628810680838323e-10, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.7354943618799285e-16, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8233157992362976, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.009590482339262962, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.007057063281536102, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9845709800720215, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8040656447410583, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9993196725845337, "text_quality_nvidia_edu_nemotron4_score": 2.212890625, "text_quality_nvidia_edu_mixtral_score": 2.14453125, "text_quality_dclmbaseline_fasttext_score": 0.9992512464523315, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.001021742820739746, "custom_fasttext_core_fasttext_score": 4.410743713378906e-05, "custom_fasttext_val_clean_fasttext_score": 0.003168344497680664, "custom_fasttext_core_clean_fasttext_score": 0.0003756284713745117, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.265625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.2578125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0078125, "within_sample_repetition_detection": 4.0 }, "202": { "detoxify": 1, "length_chars": 1535, "length_tokens": 3105, "length_tokens_text_only": 545, "length_tokens_trainable_only": 377, "length_images": 1, "iqa_live_mean": 0.399292184848978, "iqa_live_min": 0.399292184848978, "iqa_live_max": 0.399292184848978, "iqa_csiq_mean": 0.531559407711029, "iqa_csiq_min": 0.531559407711029, "iqa_csiq_max": 0.531559407711029, "iqa_tid2013_mean": 0.3343470361497667, "iqa_tid2013_min": 0.3343470361497667, "iqa_tid2013_max": 0.3343470361497667, "iqa_kadid10k_mean": 0.3177490234375, "iqa_kadid10k_min": 0.3177490234375, "iqa_kadid10k_max": 0.3177490234375, "iqa_flive_mean": 0.6423386082504735, "iqa_flive_min": 0.6423386082504735, "iqa_flive_max": 0.6423386082504735, "iqa_spaq_mean": 0.3106519911024306, "iqa_spaq_min": 0.3106519911024306, "iqa_spaq_max": 0.3106519911024306, "iqa_clive_mean": 0.3941145232229522, "iqa_clive_min": 0.3941145232229522, "iqa_clive_max": 0.3941145232229522, "iqa_koniq10k_mean": 0.6389789003314394, "iqa_koniq10k_min": 0.6389789003314394, "iqa_koniq10k_max": 0.6389789003314394, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 2.627513739218059e-31 }, { "lang": "tl", "score": 1.0477071503814722e-32 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8916605114936829 }, { "lang": "vi", "score": 0.00467710243538022 }, { "lang": "ru", "score": 0.004359754733741283 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.399292184848978, "iqa_v2_live_min": 0.399292184848978, "iqa_v2_live_max": 0.399292184848978, "iqa_v2_csiq_mean": 0.531559407711029, "iqa_v2_csiq_min": 0.531559407711029, "iqa_v2_csiq_max": 0.531559407711029, "iqa_v2_tid2013_mean": 0.3343470361497667, "iqa_v2_tid2013_min": 0.3343470361497667, "iqa_v2_tid2013_max": 0.3343470361497667, "iqa_v2_kadid10k_mean": 0.3177490234375, "iqa_v2_kadid10k_min": 0.3177490234375, "iqa_v2_kadid10k_max": 0.3177490234375, "iqa_v2_flive_mean": 0.6423386082504735, "iqa_v2_flive_min": 0.6423386082504735, "iqa_v2_flive_max": 0.6423386082504735, "iqa_v2_spaq_mean": 0.3106519911024306, "iqa_v2_spaq_min": 0.3106519911024306, "iqa_v2_spaq_max": 0.3106519911024306, "iqa_v2_clive_mean": 0.3941145232229522, "iqa_v2_clive_min": 0.3941145232229522, "iqa_v2_clive_max": 0.3941145232229522, "iqa_v2_koniq10k_mean": 0.6389789003314394, "iqa_v2_koniq10k_min": 0.6389789003314394, "iqa_v2_koniq10k_max": 0.6389789003314394, "imdecont": { "jpg": 0.38173162937164307 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.38173162937164307, "imdecont_mean": 0.38173162937164307, "imdecont_min": 0.38173162937164307, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.65625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.65625, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.65625, "clip_score_dfn_public_prev_turn_only_min": 3.15625, "clip_score_dfn_public_prev_turn_only_mean": 3.15625, "clip_score_dfn_public_prev_turn_only_max": 3.15625, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.96875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.96875, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.96875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.046875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.046875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.046875, "clip_score_clip_vitl14_224_next_turn_only_min": 25.4375, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.4375, "clip_score_clip_vitl14_224_next_turn_only_max": 25.4375, "clip_score_dfn_public_next_turn_only_min": 2.177734375, "clip_score_dfn_public_next_turn_only_mean": 2.177734375, "clip_score_dfn_public_next_turn_only_max": 2.177734375, "clip_score_siglip2_b16_224_next_turn_only_min": 2.34375, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.34375, "clip_score_siglip2_b16_224_next_turn_only_max": 2.34375, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.9375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.9375, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.9375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.65625, "clip_score_dfn_public_prev_and_next_turn_min": 3.15625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.15625, "clip_score_dfn_public_prev_and_next_turn_max": 3.15625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.96875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.96875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.296875, "im_height": { "jpg": 2408 }, "im_height_mean": 2408.0, "im_height_min": 2408, "im_height_max": 2408, "im_width": { "jpg": 2645 }, "im_width_mean": 2645.0, "im_width_min": 2645, "im_width_max": 2645, "im_ar": { "jpg": 1.0984 }, "im_ar_mean": 1.0984, "im_ar_min": 1.0984, "im_ar_max": 1.0984, "im_kilobytes": { "jpg": 18659.65 }, "im_kilobytes_mean": 18659.65, "im_kilobytes_min": 18659.65, "im_kilobytes_max": 18659.65, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 132.19 }, "im_clarity_mean": 132.19, "im_clarity_min": 132.19, "im_clarity_max": 132.19, "im_luma": { "jpg": 201.14 }, "im_luma_mean": 201.14, "im_luma_min": 201.14, "im_luma_max": 201.14, "im_saturation": { "jpg": 82.92 }, "im_saturation_mean": 82.92, "im_saturation_min": 82.92, "im_saturation_max": 82.92, "im_entropy": { "jpg": 2.17 }, "im_entropy_mean": 2.17, "im_entropy_min": 2.17, "im_entropy_max": 2.17, "unifilter_score_qwen2_5_1_5b": 1.3251953125, "unifilter_score_qwen3_0_6b": 2.36328125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.627513739218059e-31, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.0477071503814722e-32, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8916605114936829, "language_detection_annotation_nllb_1_lan": "vi", "language_detection_annotation_nllb_1_score": 0.00467710243538022, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.004359754733741283, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9927682876586914, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6790288090705872, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997387528419495, "text_quality_nvidia_edu_nemotron4_score": 2.3359375, "text_quality_nvidia_edu_mixtral_score": 2.259765625, "text_quality_dclmbaseline_fasttext_score": 0.9990049004554749, "text_quality_dolma3_fasttext_score": 0.9981377720832825, "custom_fasttext_val_fasttext_score": 0.0011466741561889648, "custom_fasttext_core_fasttext_score": 7.355213165283203e-05, "custom_fasttext_val_clean_fasttext_score": 0.028260648250579834, "custom_fasttext_core_clean_fasttext_score": 0.004044711589813232, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 7.0 }, "212": { "detoxify": 1, "length_chars": 1293, "length_tokens": 2410, "length_tokens_text_only": 618, "length_tokens_trainable_only": 468, "length_images": 1, "iqa_live_mean": 0.28526121197324805, "iqa_live_min": 0.28526121197324805, "iqa_live_max": 0.28526121197324805, "iqa_csiq_mean": 0.4143642783164978, "iqa_csiq_min": 0.4143642783164978, "iqa_csiq_max": 0.4143642783164978, "iqa_tid2013_mean": 0.24222464031643337, "iqa_tid2013_min": 0.24222464031643337, "iqa_tid2013_max": 0.24222464031643337, "iqa_kadid10k_mean": 0.2259521484375, "iqa_kadid10k_min": 0.2259521484375, "iqa_kadid10k_max": 0.2259521484375, "iqa_flive_mean": 0.5141542993410669, "iqa_flive_min": 0.5141542993410669, "iqa_flive_max": 0.5141542993410669, "iqa_spaq_mean": 0.17002699110243058, "iqa_spaq_min": 0.17002699110243058, "iqa_spaq_max": 0.17002699110243058, "iqa_clive_mean": 0.3215135131219421, "iqa_clive_min": 0.3215135131219421, "iqa_clive_max": 0.3215135131219421, "iqa_koniq10k_mean": 0.6014158075506038, "iqa_koniq10k_min": 0.6014158075506038, "iqa_koniq10k_max": 0.6014158075506038, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999684946233051 }, { "lang": "la", "score": 3.150537383314423e-05 }, { "lang": "eo", "score": 2.6365536092957557e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7753382921218872 }, { "lang": "no", "score": 0.009643410332500935 }, { "lang": "ko", "score": 0.009541560895740986 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.28526121197324805, "iqa_v2_live_min": 0.28526121197324805, "iqa_v2_live_max": 0.28526121197324805, "iqa_v2_csiq_mean": 0.4143642783164978, "iqa_v2_csiq_min": 0.4143642783164978, "iqa_v2_csiq_max": 0.4143642783164978, "iqa_v2_tid2013_mean": 0.24222464031643337, "iqa_v2_tid2013_min": 0.24222464031643337, "iqa_v2_tid2013_max": 0.24222464031643337, "iqa_v2_kadid10k_mean": 0.2259521484375, "iqa_v2_kadid10k_min": 0.2259521484375, "iqa_v2_kadid10k_max": 0.2259521484375, "iqa_v2_flive_mean": 0.5141542993410669, "iqa_v2_flive_min": 0.5141542993410669, "iqa_v2_flive_max": 0.5141542993410669, "iqa_v2_spaq_mean": 0.17002699110243058, "iqa_v2_spaq_min": 0.17002699110243058, "iqa_v2_spaq_max": 0.17002699110243058, "iqa_v2_clive_mean": 0.3215135131219421, "iqa_v2_clive_min": 0.3215135131219421, "iqa_v2_clive_max": 0.3215135131219421, "iqa_v2_koniq10k_mean": 0.6014158075506038, "iqa_v2_koniq10k_min": 0.6014158075506038, "iqa_v2_koniq10k_max": 0.6014158075506038, "imdecont": { "jpg": 0.5432339906692505 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5432339906692505, "imdecont_mean": 0.5432339906692505, "imdecont_min": 0.5432339906692505, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.1875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.1875, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.1875, "clip_score_dfn_public_prev_turn_only_min": 3.259765625, "clip_score_dfn_public_prev_turn_only_mean": 3.259765625, "clip_score_dfn_public_prev_turn_only_max": 3.259765625, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.265625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.265625, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.265625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.015625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.015625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.015625, "clip_score_clip_vitl14_224_next_turn_only_min": 26.4375, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.4375, "clip_score_clip_vitl14_224_next_turn_only_max": 26.4375, "clip_score_dfn_public_next_turn_only_min": 2.837890625, "clip_score_dfn_public_next_turn_only_mean": 2.837890625, "clip_score_dfn_public_next_turn_only_max": 2.837890625, "clip_score_siglip2_b16_224_next_turn_only_min": -2.796875, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.796875, "clip_score_siglip2_b16_224_next_turn_only_max": -2.796875, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.609375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.609375, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.1875, "clip_score_dfn_public_prev_and_next_turn_min": 3.259765625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.259765625, "clip_score_dfn_public_prev_and_next_turn_max": 3.259765625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.265625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.265625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.546875, "im_height": { "jpg": 4838 }, "im_height_mean": 4838.0, "im_height_min": 4838, "im_height_max": 4838, "im_width": { "jpg": 2895 }, "im_width_mean": 2895.0, "im_width_min": 2895, "im_width_max": 2895, "im_ar": { "jpg": 0.5984 }, "im_ar_mean": 0.5984, "im_ar_min": 0.5984, "im_ar_max": 0.5984, "im_kilobytes": { "jpg": 41033.23 }, "im_kilobytes_mean": 41033.23, "im_kilobytes_min": 41033.23, "im_kilobytes_max": 41033.23, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 99.06 }, "im_clarity_mean": 99.06, "im_clarity_min": 99.06, "im_clarity_max": 99.06, "im_luma": { "jpg": 232.74 }, "im_luma_mean": 232.74, "im_luma_min": 232.74, "im_luma_max": 232.74, "im_saturation": { "jpg": 62.5 }, "im_saturation_mean": 62.5, "im_saturation_min": 62.5, "im_saturation_max": 62.5, "im_entropy": { "jpg": 1.63 }, "im_entropy_mean": 1.63, "im_entropy_min": 1.63, "im_entropy_max": 1.63, "unifilter_score_qwen2_5_1_5b": 1.4609375, "unifilter_score_qwen3_0_6b": 0.990234375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999684946233051, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.150537383314423e-05, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 2.6365536092957557e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7753382921218872, "language_detection_annotation_nllb_1_lan": "no", "language_detection_annotation_nllb_1_score": 0.009643410332500935, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.009541560895740986, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9936354160308838, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.667937159538269, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9994338154792786, "text_quality_nvidia_edu_nemotron4_score": 2.310546875, "text_quality_nvidia_edu_mixtral_score": 2.1953125, "text_quality_dclmbaseline_fasttext_score": 0.9999971389770508, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0006753206253051758, "custom_fasttext_core_fasttext_score": 2.1457672119140625e-06, "custom_fasttext_val_clean_fasttext_score": 0.00043696165084838867, "custom_fasttext_core_clean_fasttext_score": 3.337860107421875e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.81640625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.00390625, "within_sample_repetition_detection": 6.0 }, "214": { "detoxify": 1, "length_chars": 573, "length_tokens": 1045, "length_tokens_text_only": 277, "length_tokens_trainable_only": 147, "length_images": 1, "iqa_live_mean": 0.5725481823237255, "iqa_live_min": 0.5725481823237255, "iqa_live_max": 0.5725481823237255, "iqa_csiq_mean": 0.709782063961029, "iqa_csiq_min": 0.709782063961029, "iqa_csiq_max": 0.709782063961029, "iqa_tid2013_mean": 0.4717710812886556, "iqa_tid2013_min": 0.4717710812886556, "iqa_tid2013_max": 0.4717710812886556, "iqa_kadid10k_mean": 0.557373046875, "iqa_kadid10k_min": 0.557373046875, "iqa_kadid10k_max": 0.557373046875, "iqa_flive_mean": 0.7035876958057135, "iqa_flive_min": 0.7035876958057135, "iqa_flive_max": 0.7035876958057135, "iqa_spaq_mean": 0.4685789166074811, "iqa_spaq_min": 0.4685789166074811, "iqa_spaq_max": 0.4685789166074811, "iqa_clive_mean": 0.4310463414047704, "iqa_clive_min": 0.4310463414047704, "iqa_clive_max": 0.4310463414047704, "iqa_koniq10k_mean": 0.6445028902304294, "iqa_koniq10k_min": 0.6445028902304294, "iqa_koniq10k_max": 0.6445028902304294, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999998619 }, { "lang": "la", "score": 1.3809269716491985e-13 }, { "lang": "tl", "score": 1.8558186019692573e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8131570816040039 }, { "lang": "es", "score": 0.013270228169858456 }, { "lang": "fa", "score": 0.007530811708420515 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5725481823237255, "iqa_v2_live_min": 0.5725481823237255, "iqa_v2_live_max": 0.5725481823237255, "iqa_v2_csiq_mean": 0.709782063961029, "iqa_v2_csiq_min": 0.709782063961029, "iqa_v2_csiq_max": 0.709782063961029, "iqa_v2_tid2013_mean": 0.4717710812886556, "iqa_v2_tid2013_min": 0.4717710812886556, "iqa_v2_tid2013_max": 0.4717710812886556, "iqa_v2_kadid10k_mean": 0.557373046875, "iqa_v2_kadid10k_min": 0.557373046875, "iqa_v2_kadid10k_max": 0.557373046875, "iqa_v2_flive_mean": 0.7035876958057135, "iqa_v2_flive_min": 0.7035876958057135, "iqa_v2_flive_max": 0.7035876958057135, "iqa_v2_spaq_mean": 0.4685789166074811, "iqa_v2_spaq_min": 0.4685789166074811, "iqa_v2_spaq_max": 0.4685789166074811, "iqa_v2_clive_mean": 0.4310463414047704, "iqa_v2_clive_min": 0.4310463414047704, "iqa_v2_clive_max": 0.4310463414047704, "iqa_v2_koniq10k_mean": 0.6445028902304294, "iqa_v2_koniq10k_min": 0.6445028902304294, "iqa_v2_koniq10k_max": 0.6445028902304294, "imdecont": { "jpg": 0.4848436117172241 }, "imdecont_image_match": { "jpg": 202880 }, "imdecont_max": 0.4848436117172241, "imdecont_mean": 0.4848436117172241, "imdecont_min": 0.4848436117172241, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.890625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.890625, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.890625, "clip_score_dfn_public_prev_turn_only_min": 2.33984375, "clip_score_dfn_public_prev_turn_only_mean": 2.33984375, "clip_score_dfn_public_prev_turn_only_max": 2.33984375, "clip_score_siglip2_b16_224_prev_turn_only_min": -2.40625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.40625, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.40625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.90625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.90625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.90625, "clip_score_clip_vitl14_224_next_turn_only_min": 27.21875, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.21875, "clip_score_clip_vitl14_224_next_turn_only_max": 27.21875, "clip_score_dfn_public_next_turn_only_min": 2.400390625, "clip_score_dfn_public_next_turn_only_mean": 2.400390625, "clip_score_dfn_public_next_turn_only_max": 2.400390625, "clip_score_siglip2_b16_224_next_turn_only_min": -2.6640625, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.6640625, "clip_score_siglip2_b16_224_next_turn_only_max": -2.6640625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.546875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.546875, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.546875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.890625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.890625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.890625, "clip_score_dfn_public_prev_and_next_turn_min": 2.33984375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.33984375, "clip_score_dfn_public_prev_and_next_turn_max": 2.33984375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.40625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.40625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.40625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.5625, "im_height": { "jpg": 1011 }, "im_height_mean": 1011.0, "im_height_min": 1011, "im_height_max": 1011, "im_width": { "jpg": 543 }, "im_width_mean": 543.0, "im_width_min": 543, "im_width_max": 543, "im_ar": { "jpg": 0.5371 }, "im_ar_mean": 0.5371, "im_ar_min": 0.5371, "im_ar_max": 0.5371, "im_kilobytes": { "jpg": 1608.32 }, "im_kilobytes_mean": 1608.32, "im_kilobytes_min": 1608.32, "im_kilobytes_max": 1608.32, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 289.36 }, "im_clarity_mean": 289.36, "im_clarity_min": 289.36, "im_clarity_max": 289.36, "im_luma": { "jpg": 215.01 }, "im_luma_mean": 215.01, "im_luma_min": 215.01, "im_luma_max": 215.01, "im_saturation": { "jpg": 43.69 }, "im_saturation_mean": 43.69, "im_saturation_min": 43.69, "im_saturation_max": 43.69, "im_entropy": { "jpg": 1.38 }, "im_entropy_mean": 1.38, "im_entropy_min": 1.38, "im_entropy_max": 1.38, "unifilter_score_qwen2_5_1_5b": 1.0654296875, "unifilter_score_qwen3_0_6b": 1.9716796875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999998619, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.3809269716491985e-13, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.8558186019692573e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8131570816040039, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.013270228169858456, "language_detection_annotation_nllb_2_lan": "fa", "language_detection_annotation_nllb_2_score": 0.007530811708420515, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9832788109779358, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8345037698745728, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997864365577698, "text_quality_nvidia_edu_nemotron4_score": 2.501953125, "text_quality_nvidia_edu_mixtral_score": 2.390625, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 0.9999903440475464, "custom_fasttext_val_fasttext_score": 0.008893370628356934, "custom_fasttext_core_fasttext_score": 0.0004658699035644531, "custom_fasttext_val_clean_fasttext_score": 0.03083246946334839, "custom_fasttext_core_clean_fasttext_score": 0.0093458890914917, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.6015625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0234375, "within_sample_repetition_detection": 7.0 }, "216": { "detoxify": 1, "length_chars": 928, "length_tokens": 2174, "length_tokens_text_only": 382, "length_tokens_trainable_only": 264, "length_images": 1, "iqa_live_mean": 0.26000868672072275, "iqa_live_min": 0.26000868672072275, "iqa_live_max": 0.26000868672072275, "iqa_csiq_mean": 0.38394588232040405, "iqa_csiq_min": 0.38394588232040405, "iqa_csiq_max": 0.38394588232040405, "iqa_tid2013_mean": 0.24439477920532227, "iqa_tid2013_min": 0.24439477920532227, "iqa_tid2013_max": 0.24439477920532227, "iqa_kadid10k_mean": 0.1158447265625, "iqa_kadid10k_min": 0.1158447265625, "iqa_kadid10k_max": 0.1158447265625, "iqa_flive_mean": 0.5741685038865215, "iqa_flive_min": 0.5741685038865215, "iqa_flive_max": 0.5741685038865215, "iqa_spaq_mean": 0.20253961736505682, "iqa_spaq_min": 0.20253961736505682, "iqa_spaq_max": 0.20253961736505682, "iqa_clive_mean": 0.44189703584921486, "iqa_clive_min": 0.44189703584921486, "iqa_clive_max": 0.44189703584921486, "iqa_koniq10k_mean": 0.6402415265940657, "iqa_koniq10k_min": 0.6402415265940657, "iqa_koniq10k_max": 0.6402415265940657, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 8.892966274323977e-22 }, { "lang": "eo", "score": 3.5428047764432776e-30 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8329316973686218 }, { "lang": "ru", "score": 0.007241782266646624 }, { "lang": "th", "score": 0.0058082155883312225 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.26000868672072275, "iqa_v2_live_min": 0.26000868672072275, "iqa_v2_live_max": 0.26000868672072275, "iqa_v2_csiq_mean": 0.38394588232040405, "iqa_v2_csiq_min": 0.38394588232040405, "iqa_v2_csiq_max": 0.38394588232040405, "iqa_v2_tid2013_mean": 0.24439477920532227, "iqa_v2_tid2013_min": 0.24439477920532227, "iqa_v2_tid2013_max": 0.24439477920532227, "iqa_v2_kadid10k_mean": 0.1158447265625, "iqa_v2_kadid10k_min": 0.1158447265625, "iqa_v2_kadid10k_max": 0.1158447265625, "iqa_v2_flive_mean": 0.5741685038865215, "iqa_v2_flive_min": 0.5741685038865215, "iqa_v2_flive_max": 0.5741685038865215, "iqa_v2_spaq_mean": 0.20253961736505682, "iqa_v2_spaq_min": 0.20253961736505682, "iqa_v2_spaq_max": 0.20253961736505682, "iqa_v2_clive_mean": 0.44189703584921486, "iqa_v2_clive_min": 0.44189703584921486, "iqa_v2_clive_max": 0.44189703584921486, "iqa_v2_koniq10k_mean": 0.6402415265940657, "iqa_v2_koniq10k_min": 0.6402415265940657, "iqa_v2_koniq10k_max": 0.6402415265940657, "imdecont": { "jpg": 0.5318363904953003 }, "imdecont_image_match": { "jpg": 145933 }, "imdecont_max": 0.5318363904953003, "imdecont_mean": 0.5318363904953003, "imdecont_min": 0.5318363904953003, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.9375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.9375, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.9375, "clip_score_dfn_public_prev_turn_only_min": 2.859375, "clip_score_dfn_public_prev_turn_only_mean": 2.859375, "clip_score_dfn_public_prev_turn_only_max": 2.859375, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.640625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.640625, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.640625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.703125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.703125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.703125, "clip_score_clip_vitl14_224_next_turn_only_min": 28.25, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.25, "clip_score_clip_vitl14_224_next_turn_only_max": 28.25, "clip_score_dfn_public_next_turn_only_min": 3.470703125, "clip_score_dfn_public_next_turn_only_mean": 3.470703125, "clip_score_dfn_public_next_turn_only_max": 3.470703125, "clip_score_siglip2_b16_224_next_turn_only_min": 0.3125, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.3125, "clip_score_siglip2_b16_224_next_turn_only_max": 0.3125, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.65625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.65625, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.65625, "clip_score_dfn_public_prev_and_next_turn_min": 3.142578125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.142578125, "clip_score_dfn_public_prev_and_next_turn_max": 3.142578125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.9375, "im_height": { "jpg": 1697 }, "im_height_mean": 1697.0, "im_height_min": 1697, "im_height_max": 1697, "im_width": { "jpg": 2784 }, "im_width_mean": 2784.0, "im_width_min": 2784, "im_width_max": 2784, "im_ar": { "jpg": 1.6405 }, "im_ar_mean": 1.6405, "im_ar_min": 1.6405, "im_ar_max": 1.6405, "im_kilobytes": { "jpg": 13841.16 }, "im_kilobytes_mean": 13841.16, "im_kilobytes_min": 13841.16, "im_kilobytes_max": 13841.16, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 242.68 }, "im_clarity_mean": 242.68, "im_clarity_min": 242.68, "im_clarity_max": 242.68, "im_luma": { "jpg": 191.23 }, "im_luma_mean": 191.23, "im_luma_min": 191.23, "im_luma_max": 191.23, "im_saturation": { "jpg": 92.17 }, "im_saturation_mean": 92.17, "im_saturation_min": 92.17, "im_saturation_max": 92.17, "im_entropy": { "jpg": 1.69 }, "im_entropy_mean": 1.69, "im_entropy_min": 1.69, "im_entropy_max": 1.69, "unifilter_score_qwen2_5_1_5b": 0.99609375, "unifilter_score_qwen3_0_6b": 0.1683349609375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 8.892966274323977e-22, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 3.5428047764432776e-30, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8329316973686218, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007241782266646624, "language_detection_annotation_nllb_2_lan": "th", "language_detection_annotation_nllb_2_score": 0.0058082155883312225, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9925346374511719, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5619882345199585, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999545156955719, "text_quality_nvidia_edu_nemotron4_score": 2.169921875, "text_quality_nvidia_edu_mixtral_score": 2.220703125, "text_quality_dclmbaseline_fasttext_score": 0.9999246597290039, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0013080239295959473, "custom_fasttext_core_fasttext_score": 5.340576171875e-05, "custom_fasttext_val_clean_fasttext_score": 0.003496110439300537, "custom_fasttext_core_clean_fasttext_score": 0.00011444091796875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.109375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.015625, "within_sample_repetition_detection": 7.0 }, "171": { "detoxify": 1, "length_chars": 1450, "length_tokens": 3158, "length_tokens_text_only": 598, "length_tokens_trainable_only": 430, "length_images": 1, "iqa_live_mean": 0.38122084646513965, "iqa_live_min": 0.38122084646513965, "iqa_live_max": 0.38122084646513965, "iqa_csiq_mean": 0.516910970211029, "iqa_csiq_min": 0.516910970211029, "iqa_csiq_max": 0.516910970211029, "iqa_tid2013_mean": 0.3169859250386556, "iqa_tid2013_min": 0.3169859250386556, "iqa_tid2013_max": 0.3169859250386556, "iqa_kadid10k_mean": 0.3045654296875, "iqa_kadid10k_min": 0.3045654296875, "iqa_kadid10k_max": 0.3045654296875, "iqa_flive_mean": 0.6199781629774306, "iqa_flive_min": 0.6199781629774306, "iqa_flive_max": 0.6199781629774306, "iqa_spaq_mean": 0.3016557789812185, "iqa_spaq_min": 0.3016557789812185, "iqa_spaq_max": 0.3016557789812185, "iqa_clive_mean": 0.34771300807143707, "iqa_clive_min": 0.34771300807143707, "iqa_clive_max": 0.34771300807143707, "iqa_koniq10k_mean": 0.6457655164930556, "iqa_koniq10k_min": 0.6457655164930556, "iqa_koniq10k_max": 0.6457655164930556, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 3.3352444123286052e-21 }, { "lang": "tl", "score": 2.568572102783186e-27 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8602604269981384 }, { "lang": "ru", "score": 0.005764439702033997 }, { "lang": "es", "score": 0.0052005331963300705 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.38122084646513965, "iqa_v2_live_min": 0.38122084646513965, "iqa_v2_live_max": 0.38122084646513965, "iqa_v2_csiq_mean": 0.516910970211029, "iqa_v2_csiq_min": 0.516910970211029, "iqa_v2_csiq_max": 0.516910970211029, "iqa_v2_tid2013_mean": 0.3169859250386556, "iqa_v2_tid2013_min": 0.3169859250386556, "iqa_v2_tid2013_max": 0.3169859250386556, "iqa_v2_kadid10k_mean": 0.3045654296875, "iqa_v2_kadid10k_min": 0.3045654296875, "iqa_v2_kadid10k_max": 0.3045654296875, "iqa_v2_flive_mean": 0.6199781629774306, "iqa_v2_flive_min": 0.6199781629774306, "iqa_v2_flive_max": 0.6199781629774306, "iqa_v2_spaq_mean": 0.3016557789812185, "iqa_v2_spaq_min": 0.3016557789812185, "iqa_v2_spaq_max": 0.3016557789812185, "iqa_v2_clive_mean": 0.34771300807143707, "iqa_v2_clive_min": 0.34771300807143707, "iqa_v2_clive_max": 0.34771300807143707, "iqa_v2_koniq10k_mean": 0.6457655164930556, "iqa_v2_koniq10k_min": 0.6457655164930556, "iqa_v2_koniq10k_max": 0.6457655164930556, "imdecont": { "jpg": 0.4852423667907715 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.4852423667907715, "imdecont_mean": 0.4852423667907715, "imdecont_min": 0.4852423667907715, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.21875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.21875, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.21875, "clip_score_dfn_public_prev_turn_only_min": 3.39453125, "clip_score_dfn_public_prev_turn_only_mean": 3.39453125, "clip_score_dfn_public_prev_turn_only_max": 3.39453125, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.625, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.421875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.421875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.421875, "clip_score_clip_vitl14_224_next_turn_only_min": 25.484375, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.484375, "clip_score_clip_vitl14_224_next_turn_only_max": 25.484375, "clip_score_dfn_public_next_turn_only_min": 1.00390625, "clip_score_dfn_public_next_turn_only_mean": 1.00390625, "clip_score_dfn_public_next_turn_only_max": 1.00390625, "clip_score_siglip2_b16_224_next_turn_only_min": 1.09375, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.09375, "clip_score_siglip2_b16_224_next_turn_only_max": 1.09375, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.34375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.34375, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.21875, "clip_score_dfn_public_prev_and_next_turn_min": 3.39453125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.39453125, "clip_score_dfn_public_prev_and_next_turn_max": 3.39453125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.078125, "im_height": { "jpg": 2515 }, "im_height_mean": 2515.0, "im_height_min": 2515, "im_height_max": 2515, "im_width": { "jpg": 2318 }, "im_width_mean": 2318.0, "im_width_min": 2318, "im_width_max": 2318, "im_ar": { "jpg": 0.9217 }, "im_ar_mean": 0.9217, "im_ar_min": 0.9217, "im_ar_max": 0.9217, "im_kilobytes": { "jpg": 17079.4 }, "im_kilobytes_mean": 17079.4, "im_kilobytes_min": 17079.4, "im_kilobytes_max": 17079.4, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 140.51 }, "im_clarity_mean": 140.51, "im_clarity_min": 140.51, "im_clarity_max": 140.51, "im_luma": { "jpg": 226.04 }, "im_luma_mean": 226.04, "im_luma_min": 226.04, "im_luma_max": 226.04, "im_saturation": { "jpg": 64.99 }, "im_saturation_mean": 64.99, "im_saturation_min": 64.99, "im_saturation_max": 64.99, "im_entropy": { "jpg": 1.9 }, "im_entropy_mean": 1.9, "im_entropy_min": 1.9, "im_entropy_max": 1.9, "unifilter_score_qwen2_5_1_5b": 0.58935546875, "unifilter_score_qwen3_0_6b": 0.46533203125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.3352444123286052e-21, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 2.568572102783186e-27, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8602604269981384, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005764439702033997, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.0052005331963300705, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9926002621650696, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.3459256887435913, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997753500938416, "text_quality_nvidia_edu_nemotron4_score": 2.47265625, "text_quality_nvidia_edu_mixtral_score": 2.3046875, "text_quality_dclmbaseline_fasttext_score": 0.9999563694000244, "text_quality_dolma3_fasttext_score": 0.9999339580535889, "custom_fasttext_val_fasttext_score": 0.0012292861938476562, "custom_fasttext_core_fasttext_score": 8.869171142578125e-05, "custom_fasttext_val_clean_fasttext_score": 0.009814321994781494, "custom_fasttext_core_clean_fasttext_score": 0.0013337135314941406, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.921875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.109375, "within_sample_repetition_detection": 8.0 }, "209": { "detoxify": 1, "length_chars": 369, "length_tokens": 2467, "length_tokens_text_only": 163, "length_tokens_trainable_only": 91, "length_images": 1, "iqa_live_mean": 0.5210160149468315, "iqa_live_min": 0.5210160149468315, "iqa_live_max": 0.5210160149468315, "iqa_csiq_mean": 0.647770345211029, "iqa_csiq_min": 0.647770345211029, "iqa_csiq_max": 0.647770345211029, "iqa_tid2013_mean": 0.36820120281643337, "iqa_tid2013_min": 0.36820120281643337, "iqa_tid2013_max": 0.36820120281643337, "iqa_kadid10k_mean": 0.474853515625, "iqa_kadid10k_min": 0.474853515625, "iqa_kadid10k_max": 0.474853515625, "iqa_flive_mean": 0.6701280998461174, "iqa_flive_min": 0.6701280998461174, "iqa_flive_max": 0.6701280998461174, "iqa_spaq_mean": 0.4082687840317235, "iqa_spaq_min": 0.4082687840317235, "iqa_spaq_max": 0.4082687840317235, "iqa_clive_mean": 0.4158159121118411, "iqa_clive_min": 0.4158159121118411, "iqa_clive_max": 0.4158159121118411, "iqa_koniq10k_mean": 0.6533412740688131, "iqa_koniq10k_min": 0.6533412740688131, "iqa_koniq10k_max": 0.6533412740688131, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999988807406 }, { "lang": "la", "score": 1.1192582823010288e-09 }, { "lang": "da", "score": 6.560007890988749e-16 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.864713728427887 }, { "lang": "ru", "score": 0.007550908252596855 }, { "lang": "es", "score": 0.005883045494556427 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5210160149468315, "iqa_v2_live_min": 0.5210160149468315, "iqa_v2_live_max": 0.5210160149468315, "iqa_v2_csiq_mean": 0.647770345211029, "iqa_v2_csiq_min": 0.647770345211029, "iqa_v2_csiq_max": 0.647770345211029, "iqa_v2_tid2013_mean": 0.36820120281643337, "iqa_v2_tid2013_min": 0.36820120281643337, "iqa_v2_tid2013_max": 0.36820120281643337, "iqa_v2_kadid10k_mean": 0.474853515625, "iqa_v2_kadid10k_min": 0.474853515625, "iqa_v2_kadid10k_max": 0.474853515625, "iqa_v2_flive_mean": 0.6701280998461174, "iqa_v2_flive_min": 0.6701280998461174, "iqa_v2_flive_max": 0.6701280998461174, "iqa_v2_spaq_mean": 0.4082687840317235, "iqa_v2_spaq_min": 0.4082687840317235, "iqa_v2_spaq_max": 0.4082687840317235, "iqa_v2_clive_mean": 0.4158159121118411, "iqa_v2_clive_min": 0.4158159121118411, "iqa_v2_clive_max": 0.4158159121118411, "iqa_v2_koniq10k_mean": 0.6533412740688131, "iqa_v2_koniq10k_min": 0.6533412740688131, "iqa_v2_koniq10k_max": 0.6533412740688131, "imdecont": { "jpg": 0.5808124542236328 }, "imdecont_image_match": { "jpg": 206265 }, "imdecont_max": 0.5808124542236328, "imdecont_mean": 0.5808124542236328, "imdecont_min": 0.5808124542236328, "clip_score_clip_vitl14_224_prev_turn_only_min": 31.34375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 31.34375, "clip_score_clip_vitl14_224_prev_turn_only_max": 31.34375, "clip_score_dfn_public_prev_turn_only_min": 4.6328125, "clip_score_dfn_public_prev_turn_only_mean": 4.6328125, "clip_score_dfn_public_prev_turn_only_max": 4.6328125, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.765625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.765625, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.765625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.6875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.6875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.6875, "clip_score_clip_vitl14_224_next_turn_only_min": 32.0, "clip_score_clip_vitl14_224_next_turn_only_mean": 32.0, "clip_score_clip_vitl14_224_next_turn_only_max": 32.0, "clip_score_dfn_public_next_turn_only_min": 4.01171875, "clip_score_dfn_public_next_turn_only_mean": 4.01171875, "clip_score_dfn_public_next_turn_only_max": 4.01171875, "clip_score_siglip2_b16_224_next_turn_only_min": 5.484375, "clip_score_siglip2_b16_224_next_turn_only_mean": 5.484375, "clip_score_siglip2_b16_224_next_turn_only_max": 5.484375, "clip_score_longclip_vitl14_224_next_turn_only_min": 28.609375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 28.609375, "clip_score_longclip_vitl14_224_next_turn_only_max": 28.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.203125, "clip_score_dfn_public_prev_and_next_turn_min": 5.30078125, "clip_score_dfn_public_prev_and_next_turn_mean": 5.30078125, "clip_score_dfn_public_prev_and_next_turn_max": 5.30078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.59375, "im_height": { "jpg": 1694 }, "im_height_mean": 1694.0, "im_height_min": 1694, "im_height_max": 1694, "im_width": { "jpg": 856 }, "im_width_mean": 856.0, "im_width_min": 856, "im_width_max": 856, "im_ar": { "jpg": 0.5053 }, "im_ar_mean": 0.5053, "im_ar_min": 0.5053, "im_ar_max": 0.5053, "im_kilobytes": { "jpg": 4248.23 }, "im_kilobytes_mean": 4248.23, "im_kilobytes_min": 4248.23, "im_kilobytes_max": 4248.23, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 272.78 }, "im_clarity_mean": 272.78, "im_clarity_min": 272.78, "im_clarity_max": 272.78, "im_luma": { "jpg": 242.15 }, "im_luma_mean": 242.15, "im_luma_min": 242.15, "im_luma_max": 242.15, "im_saturation": { "jpg": 60.08 }, "im_saturation_mean": 60.08, "im_saturation_min": 60.08, "im_saturation_max": 60.08, "im_entropy": { "jpg": 1.48 }, "im_entropy_mean": 1.48, "im_entropy_min": 1.48, "im_entropy_max": 1.48, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999988807406, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.1192582823010288e-09, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 6.560007890988749e-16, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.864713728427887, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007550908252596855, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.005883045494556427, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9801913499832153, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8062083721160889, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9991716146469116, "text_quality_nvidia_edu_nemotron4_score": 2.21484375, "text_quality_nvidia_edu_mixtral_score": 1.9033203125, "text_quality_dclmbaseline_fasttext_score": 0.8279064297676086, "text_quality_dolma3_fasttext_score": 0.6366065144538879, "custom_fasttext_val_fasttext_score": 0.0005793571472167969, "custom_fasttext_core_fasttext_score": 9.775161743164062e-06, "custom_fasttext_val_clean_fasttext_score": 0.0012917518615722656, "custom_fasttext_core_clean_fasttext_score": 0.00039952993392944336, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 8.0 }, "201": { "detoxify": 1, "length_chars": 439, "length_tokens": 2774, "length_tokens_text_only": 214, "length_tokens_trainable_only": 122, "length_images": 1, "iqa_live_mean": 0.6140964777782709, "iqa_live_min": 0.6140964777782709, "iqa_live_max": 0.6140964777782709, "iqa_csiq_mean": 0.699039876461029, "iqa_csiq_min": 0.699039876461029, "iqa_csiq_max": 0.699039876461029, "iqa_tid2013_mean": 0.4397886594136556, "iqa_tid2013_min": 0.4397886594136556, "iqa_tid2013_max": 0.4397886594136556, "iqa_kadid10k_mean": 0.44384765625, "iqa_kadid10k_min": 0.44384765625, "iqa_kadid10k_max": 0.44384765625, "iqa_flive_mean": 0.680761780401673, "iqa_flive_min": 0.680761780401673, "iqa_flive_max": 0.680761780401673, "iqa_spaq_mean": 0.4496592512034407, "iqa_spaq_min": 0.4496592512034407, "iqa_spaq_max": 0.4496592512034407, "iqa_clive_mean": 0.46292765453608353, "iqa_clive_min": 0.46292765453608353, "iqa_clive_max": 0.46292765453608353, "iqa_koniq10k_mean": 0.6629687993213385, "iqa_koniq10k_min": 0.6629687993213385, "iqa_koniq10k_max": 0.6629687993213385, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999998179 }, { "lang": "la", "score": 1.8206393737907276e-13 }, { "lang": "fr", "score": 8.178746650941371e-19 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8299205899238586 }, { "lang": "es", "score": 0.0077753206714987755 }, { "lang": "ja", "score": 0.007722239941358566 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.6140964777782709, "iqa_v2_live_min": 0.6140964777782709, "iqa_v2_live_max": 0.6140964777782709, "iqa_v2_csiq_mean": 0.699039876461029, "iqa_v2_csiq_min": 0.699039876461029, "iqa_v2_csiq_max": 0.699039876461029, "iqa_v2_tid2013_mean": 0.4397886594136556, "iqa_v2_tid2013_min": 0.4397886594136556, "iqa_v2_tid2013_max": 0.4397886594136556, "iqa_v2_kadid10k_mean": 0.44384765625, "iqa_v2_kadid10k_min": 0.44384765625, "iqa_v2_kadid10k_max": 0.44384765625, "iqa_v2_flive_mean": 0.680761780401673, "iqa_v2_flive_min": 0.680761780401673, "iqa_v2_flive_max": 0.680761780401673, "iqa_v2_spaq_mean": 0.4496592512034407, "iqa_v2_spaq_min": 0.4496592512034407, "iqa_v2_spaq_max": 0.4496592512034407, "iqa_v2_clive_mean": 0.46292765453608353, "iqa_v2_clive_min": 0.46292765453608353, "iqa_v2_clive_max": 0.46292765453608353, "iqa_v2_koniq10k_mean": 0.6629687993213385, "iqa_v2_koniq10k_min": 0.6629687993213385, "iqa_v2_koniq10k_max": 0.6629687993213385, "imdecont": { "jpg": 0.5187504291534424 }, "imdecont_image_match": { "jpg": 206444 }, "imdecont_max": 0.5187504291534424, "imdecont_mean": 0.5187504291534424, "imdecont_min": 0.5187504291534424, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.65625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.65625, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.65625, "clip_score_dfn_public_prev_turn_only_min": 4.1953125, "clip_score_dfn_public_prev_turn_only_mean": 4.1953125, "clip_score_dfn_public_prev_turn_only_max": 4.1953125, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.625, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 29.859375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 29.859375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 29.859375, "clip_score_clip_vitl14_224_next_turn_only_min": 28.203125, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.203125, "clip_score_clip_vitl14_224_next_turn_only_max": 28.203125, "clip_score_dfn_public_next_turn_only_min": 3.658203125, "clip_score_dfn_public_next_turn_only_mean": 3.658203125, "clip_score_dfn_public_next_turn_only_max": 3.658203125, "clip_score_siglip2_b16_224_next_turn_only_min": 6.25, "clip_score_siglip2_b16_224_next_turn_only_mean": 6.25, "clip_score_siglip2_b16_224_next_turn_only_max": 6.25, "clip_score_longclip_vitl14_224_next_turn_only_min": 28.640625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 28.640625, "clip_score_longclip_vitl14_224_next_turn_only_max": 28.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.421875, "clip_score_dfn_public_prev_and_next_turn_min": 5.0078125, "clip_score_dfn_public_prev_and_next_turn_mean": 5.0078125, "clip_score_dfn_public_prev_and_next_turn_max": 5.0078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.75, "im_height": { "jpg": 1093 }, "im_height_mean": 1093.0, "im_height_min": 1093, "im_height_max": 1093, "im_width": { "jpg": 1118 }, "im_width_mean": 1118.0, "im_width_min": 1118, "im_width_max": 1118, "im_ar": { "jpg": 1.0229 }, "im_ar_mean": 1.0229, "im_ar_min": 1.0229, "im_ar_max": 1.0229, "im_kilobytes": { "jpg": 3580.0 }, "im_kilobytes_mean": 3580.0, "im_kilobytes_min": 3580.0, "im_kilobytes_max": 3580.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 178.95 }, "im_clarity_mean": 178.95, "im_clarity_min": 178.95, "im_clarity_max": 178.95, "im_luma": { "jpg": 215.09 }, "im_luma_mean": 215.09, "im_luma_min": 215.09, "im_luma_max": 215.09, "im_saturation": { "jpg": 95.41 }, "im_saturation_mean": 95.41, "im_saturation_min": 95.41, "im_saturation_max": 95.41, "im_entropy": { "jpg": 1.45 }, "im_entropy_mean": 1.45, "im_entropy_min": 1.45, "im_entropy_max": 1.45, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999998179, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.8206393737907276e-13, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 8.178746650941371e-19, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8299205899238586, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.0077753206714987755, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.007722239941358566, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9884224534034729, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5392608642578125, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9988498687744141, "text_quality_nvidia_edu_nemotron4_score": 2.078125, "text_quality_nvidia_edu_mixtral_score": 1.8994140625, "text_quality_dclmbaseline_fasttext_score": 0.9955504536628723, "text_quality_dolma3_fasttext_score": 0.9973515868186951, "custom_fasttext_val_fasttext_score": 0.0005208849906921387, "custom_fasttext_core_fasttext_score": 2.6106834411621094e-05, "custom_fasttext_val_clean_fasttext_score": 0.006440699100494385, "custom_fasttext_core_clean_fasttext_score": 0.00046432018280029297, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.8203125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.9921875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.171875, "within_sample_repetition_detection": 4.0 }, "215": { "detoxify": 1, "length_chars": 1362, "length_tokens": 3912, "length_tokens_text_only": 584, "length_tokens_trainable_only": 423, "length_images": 1, "iqa_live_mean": 0.438354684848978, "iqa_live_min": 0.438354684848978, "iqa_live_max": 0.438354684848978, "iqa_csiq_mean": 0.608097493648529, "iqa_csiq_min": 0.608097493648529, "iqa_csiq_max": 0.608097493648529, "iqa_tid2013_mean": 0.3759051958719889, "iqa_tid2013_min": 0.3759051958719889, "iqa_tid2013_max": 0.3759051958719889, "iqa_kadid10k_mean": 0.3970947265625, "iqa_kadid10k_min": 0.3970947265625, "iqa_kadid10k_max": 0.3970947265625, "iqa_flive_mean": 0.6391629305752842, "iqa_flive_min": 0.6391629305752842, "iqa_flive_max": 0.6391629305752842, "iqa_spaq_mean": 0.35294997090041036, "iqa_spaq_min": 0.35294997090041036, "iqa_spaq_max": 0.35294997090041036, "iqa_clive_mean": 0.35229002827345723, "iqa_clive_min": 0.35229002827345723, "iqa_clive_max": 0.35229002827345723, "iqa_koniq10k_mean": 0.6151468681566643, "iqa_koniq10k_min": 0.6151468681566643, "iqa_koniq10k_max": 0.6151468681566643, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999990413 }, { "lang": "la", "score": 9.586262709957235e-13 }, { "lang": "fr", "score": 9.33518397943279e-21 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8567306399345398 }, { "lang": "ro", "score": 0.005179267842322588 }, { "lang": "pt", "score": 0.004835301078855991 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.438354684848978, "iqa_v2_live_min": 0.438354684848978, "iqa_v2_live_max": 0.438354684848978, "iqa_v2_csiq_mean": 0.608097493648529, "iqa_v2_csiq_min": 0.608097493648529, "iqa_v2_csiq_max": 0.608097493648529, "iqa_v2_tid2013_mean": 0.3759051958719889, "iqa_v2_tid2013_min": 0.3759051958719889, "iqa_v2_tid2013_max": 0.3759051958719889, "iqa_v2_kadid10k_mean": 0.3970947265625, "iqa_v2_kadid10k_min": 0.3970947265625, "iqa_v2_kadid10k_max": 0.3970947265625, "iqa_v2_flive_mean": 0.6391629305752842, "iqa_v2_flive_min": 0.6391629305752842, "iqa_v2_flive_max": 0.6391629305752842, "iqa_v2_spaq_mean": 0.35294997090041036, "iqa_v2_spaq_min": 0.35294997090041036, "iqa_v2_spaq_max": 0.35294997090041036, "iqa_v2_clive_mean": 0.35229002827345723, "iqa_v2_clive_min": 0.35229002827345723, "iqa_v2_clive_max": 0.35229002827345723, "iqa_v2_koniq10k_mean": 0.6151468681566643, "iqa_v2_koniq10k_min": 0.6151468681566643, "iqa_v2_koniq10k_max": 0.6151468681566643, "imdecont": { "jpg": 0.46729040145874023 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.46729040145874023, "imdecont_mean": 0.46729040145874023, "imdecont_min": 0.46729040145874023, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.515625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.515625, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.515625, "clip_score_dfn_public_prev_turn_only_min": 2.859375, "clip_score_dfn_public_prev_turn_only_mean": 2.859375, "clip_score_dfn_public_prev_turn_only_max": 2.859375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.65625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.65625, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.65625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.375, "clip_score_clip_vitl14_224_next_turn_only_min": 25.25, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.25, "clip_score_clip_vitl14_224_next_turn_only_max": 25.25, "clip_score_dfn_public_next_turn_only_min": 1.8798828125, "clip_score_dfn_public_next_turn_only_mean": 1.8798828125, "clip_score_dfn_public_next_turn_only_max": 1.8798828125, "clip_score_siglip2_b16_224_next_turn_only_min": 0.046875, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.046875, "clip_score_siglip2_b16_224_next_turn_only_max": 0.046875, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.65625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.65625, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.515625, "clip_score_dfn_public_prev_and_next_turn_min": 2.859375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.859375, "clip_score_dfn_public_prev_and_next_turn_max": 2.859375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.65625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.65625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.4375, "im_height": { "jpg": 1955 }, "im_height_mean": 1955.0, "im_height_min": 1955, "im_height_max": 1955, "im_width": { "jpg": 1685 }, "im_width_mean": 1685.0, "im_width_min": 1685, "im_width_max": 1685, "im_ar": { "jpg": 0.8619 }, "im_ar_mean": 0.8619, "im_ar_min": 0.8619, "im_ar_max": 0.8619, "im_kilobytes": { "jpg": 9650.9 }, "im_kilobytes_mean": 9650.9, "im_kilobytes_min": 9650.9, "im_kilobytes_max": 9650.9, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 182.85 }, "im_clarity_mean": 182.85, "im_clarity_min": 182.85, "im_clarity_max": 182.85, "im_luma": { "jpg": 224.06 }, "im_luma_mean": 224.06, "im_luma_min": 224.06, "im_luma_max": 224.06, "im_saturation": { "jpg": 46.46 }, "im_saturation_mean": 46.46, "im_saturation_min": 46.46, "im_saturation_max": 46.46, "im_entropy": { "jpg": 1.76 }, "im_entropy_mean": 1.76, "im_entropy_min": 1.76, "im_entropy_max": 1.76, "unifilter_score_qwen2_5_1_5b": 0.335205078125, "unifilter_score_qwen3_0_6b": -0.08441162109375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999990413, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 9.586262709957235e-13, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 9.33518397943279e-21, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8567306399345398, "language_detection_annotation_nllb_1_lan": "ro", "language_detection_annotation_nllb_1_score": 0.005179267842322588, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.004835301078855991, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9951328635215759, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.44004642963409424, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997535347938538, "text_quality_nvidia_edu_nemotron4_score": 2.142578125, "text_quality_nvidia_edu_mixtral_score": 1.6904296875, "text_quality_dclmbaseline_fasttext_score": 0.9997851252555847, "text_quality_dolma3_fasttext_score": 0.9999794960021973, "custom_fasttext_val_fasttext_score": 0.0022959113121032715, "custom_fasttext_core_fasttext_score": 6.389617919921875e-05, "custom_fasttext_val_clean_fasttext_score": 0.0005052089691162109, "custom_fasttext_core_clean_fasttext_score": 4.506111145019531e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.94921875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.95703125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0078125, "within_sample_repetition_detection": 6.0 }, "220": { "detoxify": 1, "length_chars": 1265, "length_tokens": 2352, "length_tokens_text_only": 560, "length_tokens_trainable_only": 417, "length_images": 1, "iqa_live_mean": 0.45906964697019015, "iqa_live_min": 0.45906964697019015, "iqa_live_max": 0.45906964697019015, "iqa_csiq_mean": 0.601749837398529, "iqa_csiq_min": 0.601749837398529, "iqa_csiq_max": 0.601749837398529, "iqa_tid2013_mean": 0.33033227920532227, "iqa_tid2013_min": 0.33033227920532227, "iqa_tid2013_max": 0.33033227920532227, "iqa_kadid10k_mean": 0.3736572265625, "iqa_kadid10k_min": 0.3736572265625, "iqa_kadid10k_max": 0.3736572265625, "iqa_flive_mean": 0.6355538416390468, "iqa_flive_min": 0.6355538416390468, "iqa_flive_max": 0.6355538416390468, "iqa_spaq_mean": 0.3948533799913195, "iqa_spaq_min": 0.3948533799913195, "iqa_spaq_max": 0.3948533799913195, "iqa_clive_mean": 0.4390363982229522, "iqa_clive_min": 0.4390363982229522, "iqa_clive_max": 0.4390363982229522, "iqa_koniq10k_mean": 0.6337706055304018, "iqa_koniq10k_min": 0.6337706055304018, "iqa_koniq10k_max": 0.6337706055304018, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 2.9328329356994715e-21 }, { "lang": "eo", "score": 1.4805472816834263e-28 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.803492546081543 }, { "lang": "ru", "score": 0.009904268197715282 }, { "lang": "th", "score": 0.006835029926151037 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.45906964697019015, "iqa_v2_live_min": 0.45906964697019015, "iqa_v2_live_max": 0.45906964697019015, "iqa_v2_csiq_mean": 0.601749837398529, "iqa_v2_csiq_min": 0.601749837398529, "iqa_v2_csiq_max": 0.601749837398529, "iqa_v2_tid2013_mean": 0.33033227920532227, "iqa_v2_tid2013_min": 0.33033227920532227, "iqa_v2_tid2013_max": 0.33033227920532227, "iqa_v2_kadid10k_mean": 0.3736572265625, "iqa_v2_kadid10k_min": 0.3736572265625, "iqa_v2_kadid10k_max": 0.3736572265625, "iqa_v2_flive_mean": 0.6355538416390468, "iqa_v2_flive_min": 0.6355538416390468, "iqa_v2_flive_max": 0.6355538416390468, "iqa_v2_spaq_mean": 0.3948533799913195, "iqa_v2_spaq_min": 0.3948533799913195, "iqa_v2_spaq_max": 0.3948533799913195, "iqa_v2_clive_mean": 0.4390363982229522, "iqa_v2_clive_min": 0.4390363982229522, "iqa_v2_clive_max": 0.4390363982229522, "iqa_v2_koniq10k_mean": 0.6337706055304018, "iqa_v2_koniq10k_min": 0.6337706055304018, "iqa_v2_koniq10k_max": 0.6337706055304018, "imdecont": { "jpg": 0.46326708793640137 }, "imdecont_image_match": { "jpg": 206611 }, "imdecont_max": 0.46326708793640137, "imdecont_mean": 0.46326708793640137, "imdecont_min": 0.46326708793640137, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.5625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.5625, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.5625, "clip_score_dfn_public_prev_turn_only_min": 3.423828125, "clip_score_dfn_public_prev_turn_only_mean": 3.423828125, "clip_score_dfn_public_prev_turn_only_max": 3.423828125, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.125, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.75, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.75, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.75, "clip_score_clip_vitl14_224_next_turn_only_min": 22.90625, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.90625, "clip_score_clip_vitl14_224_next_turn_only_max": 22.90625, "clip_score_dfn_public_next_turn_only_min": 2.177734375, "clip_score_dfn_public_next_turn_only_mean": 2.177734375, "clip_score_dfn_public_next_turn_only_max": 2.177734375, "clip_score_siglip2_b16_224_next_turn_only_min": 2.359375, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.359375, "clip_score_siglip2_b16_224_next_turn_only_max": 2.359375, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.53125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.53125, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.53125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.5625, "clip_score_dfn_public_prev_and_next_turn_min": 3.423828125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.423828125, "clip_score_dfn_public_prev_and_next_turn_max": 3.423828125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 5.125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 5.125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 5.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.625, "im_height": { "jpg": 2158 }, "im_height_mean": 2158.0, "im_height_min": 2158, "im_height_max": 2158, "im_width": { "jpg": 1359 }, "im_width_mean": 1359.0, "im_width_min": 1359, "im_width_max": 1359, "im_ar": { "jpg": 0.6297 }, "im_ar_mean": 0.6297, "im_ar_min": 0.6297, "im_ar_max": 0.6297, "im_kilobytes": { "jpg": 8591.96 }, "im_kilobytes_mean": 8591.96, "im_kilobytes_min": 8591.96, "im_kilobytes_max": 8591.96, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 360.83 }, "im_clarity_mean": 360.83, "im_clarity_min": 360.83, "im_clarity_max": 360.83, "im_luma": { "jpg": 211.55 }, "im_luma_mean": 211.55, "im_luma_min": 211.55, "im_luma_max": 211.55, "im_saturation": { "jpg": 53.92 }, "im_saturation_mean": 53.92, "im_saturation_min": 53.92, "im_saturation_max": 53.92, "im_entropy": { "jpg": 1.4 }, "im_entropy_mean": 1.4, "im_entropy_min": 1.4, "im_entropy_max": 1.4, "unifilter_score_qwen2_5_1_5b": -1.67578125, "unifilter_score_qwen3_0_6b": 1.162109375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.9328329356994715e-21, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.4805472816834263e-28, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.803492546081543, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.009904268197715282, "language_detection_annotation_nllb_2_lan": "th", "language_detection_annotation_nllb_2_score": 0.006835029926151037, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9931129813194275, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7495115399360657, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996472597122192, "text_quality_nvidia_edu_nemotron4_score": 2.01171875, "text_quality_nvidia_edu_mixtral_score": 2.123046875, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0005705356597900391, "custom_fasttext_core_fasttext_score": 2.765655517578125e-05, "custom_fasttext_val_clean_fasttext_score": 0.0005015134811401367, "custom_fasttext_core_clean_fasttext_score": 9.298324584960938e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.79296875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.78515625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0078125, "within_sample_repetition_detection": 7.0 }, "218": { "detoxify": 1, "length_chars": 502, "length_tokens": 2526, "length_tokens_text_only": 222, "length_tokens_trainable_only": 132, "length_images": 1, "iqa_live_mean": 0.42478145252574573, "iqa_live_min": 0.42478145252574573, "iqa_live_max": 0.42478145252574573, "iqa_csiq_mean": 0.572697103023529, "iqa_csiq_min": 0.572697103023529, "iqa_csiq_max": 0.572697103023529, "iqa_tid2013_mean": 0.27271509170532227, "iqa_tid2013_min": 0.27271509170532227, "iqa_tid2013_max": 0.27271509170532227, "iqa_kadid10k_mean": 0.1668701171875, "iqa_kadid10k_min": 0.1668701171875, "iqa_kadid10k_max": 0.1668701171875, "iqa_flive_mean": 0.5767726705531881, "iqa_flive_min": 0.5767726705531881, "iqa_flive_max": 0.5767726705531881, "iqa_spaq_mean": 0.37062673857717804, "iqa_spaq_min": 0.37062673857717804, "iqa_spaq_max": 0.37062673857717804, "iqa_clive_mean": 0.4047679323138613, "iqa_clive_min": 0.4047679323138613, "iqa_clive_max": 0.4047679323138613, "iqa_koniq10k_mean": 0.5737958580556543, "iqa_koniq10k_min": 0.5737958580556543, "iqa_koniq10k_max": 0.5737958580556543, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999986684639 }, { "lang": "la", "score": 1.3315356441901712e-09 }, { "lang": "fr", "score": 4.837791405705788e-16 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8163576722145081 }, { "lang": "vi", "score": 0.007858804427087307 }, { "lang": "es", "score": 0.007821748033165932 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.42478145252574573, "iqa_v2_live_min": 0.42478145252574573, "iqa_v2_live_max": 0.42478145252574573, "iqa_v2_csiq_mean": 0.572697103023529, "iqa_v2_csiq_min": 0.572697103023529, "iqa_v2_csiq_max": 0.572697103023529, "iqa_v2_tid2013_mean": 0.27271509170532227, "iqa_v2_tid2013_min": 0.27271509170532227, "iqa_v2_tid2013_max": 0.27271509170532227, "iqa_v2_kadid10k_mean": 0.1668701171875, "iqa_v2_kadid10k_min": 0.1668701171875, "iqa_v2_kadid10k_max": 0.1668701171875, "iqa_v2_flive_mean": 0.5767726705531881, "iqa_v2_flive_min": 0.5767726705531881, "iqa_v2_flive_max": 0.5767726705531881, "iqa_v2_spaq_mean": 0.37062673857717804, "iqa_v2_spaq_min": 0.37062673857717804, "iqa_v2_spaq_max": 0.37062673857717804, "iqa_v2_clive_mean": 0.4047679323138613, "iqa_v2_clive_min": 0.4047679323138613, "iqa_v2_clive_max": 0.4047679323138613, "iqa_v2_koniq10k_mean": 0.5737958580556543, "iqa_v2_koniq10k_min": 0.5737958580556543, "iqa_v2_koniq10k_max": 0.5737958580556543, "imdecont": { "jpg": 0.6025974154472351 }, "imdecont_image_match": { "jpg": 206566 }, "imdecont_max": 0.6025974154472351, "imdecont_mean": 0.6025974154472351, "imdecont_min": 0.6025974154472351, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.53125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.53125, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.53125, "clip_score_dfn_public_prev_turn_only_min": 2.814453125, "clip_score_dfn_public_prev_turn_only_mean": 2.814453125, "clip_score_dfn_public_prev_turn_only_max": 2.814453125, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.46875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.46875, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.46875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.078125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.078125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.078125, "clip_score_clip_vitl14_224_next_turn_only_min": 23.078125, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.078125, "clip_score_clip_vitl14_224_next_turn_only_max": 23.078125, "clip_score_dfn_public_next_turn_only_min": 2.41015625, "clip_score_dfn_public_next_turn_only_mean": 2.41015625, "clip_score_dfn_public_next_turn_only_max": 2.41015625, "clip_score_siglip2_b16_224_next_turn_only_min": 5.140625, "clip_score_siglip2_b16_224_next_turn_only_mean": 5.140625, "clip_score_siglip2_b16_224_next_turn_only_max": 5.140625, "clip_score_longclip_vitl14_224_next_turn_only_min": 18.875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 18.875, "clip_score_longclip_vitl14_224_next_turn_only_max": 18.875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.3125, "clip_score_dfn_public_prev_and_next_turn_min": 3.12890625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.12890625, "clip_score_dfn_public_prev_and_next_turn_max": 3.12890625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 19.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 19.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 19.015625, "im_height": { "jpg": 1171 }, "im_height_mean": 1171.0, "im_height_min": 1171, "im_height_max": 1171, "im_width": { "jpg": 2221 }, "im_width_mean": 2221.0, "im_width_min": 2221, "im_width_max": 2221, "im_ar": { "jpg": 1.8967 }, "im_ar_mean": 1.8967, "im_ar_min": 1.8967, "im_ar_max": 1.8967, "im_kilobytes": { "jpg": 7619.5 }, "im_kilobytes_mean": 7619.5, "im_kilobytes_min": 7619.5, "im_kilobytes_max": 7619.5, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 227.98 }, "im_clarity_mean": 227.98, "im_clarity_min": 227.98, "im_clarity_max": 227.98, "im_luma": { "jpg": 194.8 }, "im_luma_mean": 194.8, "im_luma_min": 194.8, "im_luma_max": 194.8, "im_saturation": { "jpg": 115.99 }, "im_saturation_mean": 115.99, "im_saturation_min": 115.99, "im_saturation_max": 115.99, "im_entropy": { "jpg": 1.13 }, "im_entropy_mean": 1.13, "im_entropy_min": 1.13, "im_entropy_max": 1.13, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999986684639, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.3315356441901712e-09, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 4.837791405705788e-16, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8163576722145081, "language_detection_annotation_nllb_1_lan": "vi", "language_detection_annotation_nllb_1_score": 0.007858804427087307, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.007821748033165932, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9914143681526184, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6318023204803467, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9994986057281494, "text_quality_nvidia_edu_nemotron4_score": 2.267578125, "text_quality_nvidia_edu_mixtral_score": 2.294921875, "text_quality_dclmbaseline_fasttext_score": 0.9999558925628662, "text_quality_dolma3_fasttext_score": 0.9998582601547241, "custom_fasttext_val_fasttext_score": 0.0002225041389465332, "custom_fasttext_core_fasttext_score": 4.76837158203125e-07, "custom_fasttext_val_clean_fasttext_score": 0.0019236207008361816, "custom_fasttext_core_clean_fasttext_score": 0.00014674663543701172, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.578125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.7265625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1484375, "within_sample_repetition_detection": 8.0 }, "175": { "detoxify": 1, "length_chars": 1002, "length_tokens": 3687, "length_tokens_text_only": 359, "length_tokens_trainable_only": 247, "length_images": 1, "iqa_live_mean": 0.33718671702375314, "iqa_live_min": 0.33718671702375314, "iqa_live_max": 0.33718671702375314, "iqa_csiq_mean": 0.47296565771102905, "iqa_csiq_min": 0.47296565771102905, "iqa_csiq_max": 0.47296565771102905, "iqa_tid2013_mean": 0.29343991809421116, "iqa_tid2013_min": 0.29343991809421116, "iqa_tid2013_max": 0.29343991809421116, "iqa_kadid10k_mean": 0.2796630859375, "iqa_kadid10k_min": 0.2796630859375, "iqa_kadid10k_max": 0.2796630859375, "iqa_flive_mean": 0.598395145300663, "iqa_flive_min": 0.598395145300663, "iqa_flive_max": 0.598395145300663, "iqa_spaq_mean": 0.2350522436276831, "iqa_spaq_min": 0.2350522436276831, "iqa_spaq_max": 0.2350522436276831, "iqa_clive_mean": 0.2921574525158815, "iqa_clive_min": 0.2921574525158815, "iqa_clive_max": 0.2921574525158815, "iqa_koniq10k_mean": 0.628877928762725, "iqa_koniq10k_min": 0.628877928762725, "iqa_koniq10k_max": 0.628877928762725, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 1.050096487750079e-27 }, { "lang": "eo", "score": 7.77853945095673e-32 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8673072457313538 }, { "lang": "ru", "score": 0.005574943032115698 }, { "lang": "es", "score": 0.005123022478073835 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.33718671702375314, "iqa_v2_live_min": 0.33718671702375314, "iqa_v2_live_max": 0.33718671702375314, "iqa_v2_csiq_mean": 0.47296565771102905, "iqa_v2_csiq_min": 0.47296565771102905, "iqa_v2_csiq_max": 0.47296565771102905, "iqa_v2_tid2013_mean": 0.29343991809421116, "iqa_v2_tid2013_min": 0.29343991809421116, "iqa_v2_tid2013_max": 0.29343991809421116, "iqa_v2_kadid10k_mean": 0.2796630859375, "iqa_v2_kadid10k_min": 0.2796630859375, "iqa_v2_kadid10k_max": 0.2796630859375, "iqa_v2_flive_mean": 0.598395145300663, "iqa_v2_flive_min": 0.598395145300663, "iqa_v2_flive_max": 0.598395145300663, "iqa_v2_spaq_mean": 0.2350522436276831, "iqa_v2_spaq_min": 0.2350522436276831, "iqa_v2_spaq_max": 0.2350522436276831, "iqa_v2_clive_mean": 0.2921574525158815, "iqa_v2_clive_min": 0.2921574525158815, "iqa_v2_clive_max": 0.2921574525158815, "iqa_v2_koniq10k_mean": 0.628877928762725, "iqa_v2_koniq10k_min": 0.628877928762725, "iqa_v2_koniq10k_max": 0.628877928762725, "imdecont": { "jpg": 0.4606872797012329 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.4606872797012329, "imdecont_mean": 0.4606872797012329, "imdecont_min": 0.4606872797012329, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.171875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.171875, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.171875, "clip_score_dfn_public_prev_turn_only_min": 2.529296875, "clip_score_dfn_public_prev_turn_only_mean": 2.529296875, "clip_score_dfn_public_prev_turn_only_max": 2.529296875, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.03125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.03125, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.03125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.046875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.046875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.046875, "clip_score_clip_vitl14_224_next_turn_only_min": 24.640625, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.640625, "clip_score_clip_vitl14_224_next_turn_only_max": 24.640625, "clip_score_dfn_public_next_turn_only_min": 2.283203125, "clip_score_dfn_public_next_turn_only_mean": 2.283203125, "clip_score_dfn_public_next_turn_only_max": 2.283203125, "clip_score_siglip2_b16_224_next_turn_only_min": 1.25, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.25, "clip_score_siglip2_b16_224_next_turn_only_max": 1.25, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.6875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.6875, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.53125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.53125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.53125, "clip_score_dfn_public_prev_and_next_turn_min": 2.73828125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.73828125, "clip_score_dfn_public_prev_and_next_turn_max": 2.73828125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.46875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.46875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.6875, "im_height": { "jpg": 3154 }, "im_height_mean": 3154.0, "im_height_min": 3154, "im_height_max": 3154, "im_width": { "jpg": 4044 }, "im_width_mean": 4044.0, "im_width_min": 4044, "im_width_max": 4044, "im_ar": { "jpg": 1.2822 }, "im_ar_mean": 1.2822, "im_ar_min": 1.2822, "im_ar_max": 1.2822, "im_kilobytes": { "jpg": 37367.51 }, "im_kilobytes_mean": 37367.51, "im_kilobytes_min": 37367.51, "im_kilobytes_max": 37367.51, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 113.45 }, "im_clarity_mean": 113.45, "im_clarity_min": 113.45, "im_clarity_max": 113.45, "im_luma": { "jpg": 234.15 }, "im_luma_mean": 234.15, "im_luma_min": 234.15, "im_luma_max": 234.15, "im_saturation": { "jpg": 53.82 }, "im_saturation_mean": 53.82, "im_saturation_min": 53.82, "im_saturation_max": 53.82, "im_entropy": { "jpg": 1.76 }, "im_entropy_mean": 1.76, "im_entropy_min": 1.76, "im_entropy_max": 1.76, "unifilter_score_qwen2_5_1_5b": -1.1904296875, "unifilter_score_qwen3_0_6b": 0.970703125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.050096487750079e-27, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 7.77853945095673e-32, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8673072457313538, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005574943032115698, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.005123022478073835, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9934064149856567, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.598063051700592, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997331500053406, "text_quality_nvidia_edu_nemotron4_score": 2.529296875, "text_quality_nvidia_edu_mixtral_score": 2.373046875, "text_quality_dclmbaseline_fasttext_score": 0.9991853833198547, "text_quality_dolma3_fasttext_score": 0.999613344669342, "custom_fasttext_val_fasttext_score": 0.0011861324310302734, "custom_fasttext_core_fasttext_score": 4.1961669921875e-05, "custom_fasttext_val_clean_fasttext_score": 0.004670917987823486, "custom_fasttext_core_clean_fasttext_score": 0.00026863813400268555, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.203125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.171875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.03125, "within_sample_repetition_detection": 5.0 }, "205": { "detoxify": 1, "length_chars": 372, "length_tokens": 2715, "length_tokens_text_only": 155, "length_tokens_trainable_only": 67, "length_images": 1, "iqa_live_mean": 0.4183894070712002, "iqa_live_min": 0.4183894070712002, "iqa_live_max": 0.4183894070712002, "iqa_csiq_mean": 0.564274251461029, "iqa_csiq_min": 0.564274251461029, "iqa_csiq_max": 0.564274251461029, "iqa_tid2013_mean": 0.3338045014275445, "iqa_tid2013_min": 0.3338045014275445, "iqa_tid2013_max": 0.3338045014275445, "iqa_kadid10k_mean": 0.450439453125, "iqa_kadid10k_min": 0.450439453125, "iqa_kadid10k_max": 0.450439453125, "iqa_flive_mean": 0.6722982387350064, "iqa_flive_min": 0.6722982387350064, "iqa_flive_max": 0.6722982387350064, "iqa_spaq_mean": 0.39674731938525887, "iqa_spaq_min": 0.39674731938525887, "iqa_spaq_max": 0.39674731938525887, "iqa_clive_mean": 0.39214166968759867, "iqa_clive_min": 0.39214166968759867, "iqa_clive_max": 0.39214166968759867, "iqa_koniq10k_mean": 0.6287201004798967, "iqa_koniq10k_min": 0.6287201004798967, "iqa_koniq10k_max": 0.6287201004798967, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999982 }, { "lang": "la", "score": 1.8164022627303128e-15 }, { "lang": "tl", "score": 2.857180304167878e-19 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8434321880340576 }, { "lang": "es", "score": 0.009107738733291626 }, { "lang": "ru", "score": 0.008661849424242973 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4183894070712002, "iqa_v2_live_min": 0.4183894070712002, "iqa_v2_live_max": 0.4183894070712002, "iqa_v2_csiq_mean": 0.564152181148529, "iqa_v2_csiq_min": 0.564152181148529, "iqa_v2_csiq_max": 0.564152181148529, "iqa_v2_tid2013_mean": 0.3338045014275445, "iqa_v2_tid2013_min": 0.3338045014275445, "iqa_v2_tid2013_max": 0.3338045014275445, "iqa_v2_kadid10k_mean": 0.450439453125, "iqa_v2_kadid10k_min": 0.450439453125, "iqa_v2_kadid10k_max": 0.450439453125, "iqa_v2_flive_mean": 0.6723179672703599, "iqa_v2_flive_min": 0.6723179672703599, "iqa_v2_flive_max": 0.6723179672703599, "iqa_v2_spaq_mean": 0.39674731938525887, "iqa_v2_spaq_min": 0.39674731938525887, "iqa_v2_spaq_max": 0.39674731938525887, "iqa_v2_clive_mean": 0.39214166968759867, "iqa_v2_clive_min": 0.39214166968759867, "iqa_v2_clive_max": 0.39214166968759867, "iqa_v2_koniq10k_mean": 0.6287201004798967, "iqa_v2_koniq10k_min": 0.6287201004798967, "iqa_v2_koniq10k_max": 0.6287201004798967, "imdecont": { "jpg": 0.5176196694374084 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.5176196694374084, "imdecont_mean": 0.5176196694374084, "imdecont_min": 0.5176196694374084, "clip_score_clip_vitl14_224_prev_turn_only_min": 33.96875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 33.96875, "clip_score_clip_vitl14_224_prev_turn_only_max": 33.96875, "clip_score_dfn_public_prev_turn_only_min": 4.36328125, "clip_score_dfn_public_prev_turn_only_mean": 4.36328125, "clip_score_dfn_public_prev_turn_only_max": 4.36328125, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.96875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.96875, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.96875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 31.390625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 31.390625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 31.390625, "clip_score_clip_vitl14_224_next_turn_only_min": 27.875, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.875, "clip_score_clip_vitl14_224_next_turn_only_max": 27.875, "clip_score_dfn_public_next_turn_only_min": 3.67578125, "clip_score_dfn_public_next_turn_only_mean": 3.67578125, "clip_score_dfn_public_next_turn_only_max": 3.67578125, "clip_score_siglip2_b16_224_next_turn_only_min": 5.09375, "clip_score_siglip2_b16_224_next_turn_only_mean": 5.09375, "clip_score_siglip2_b16_224_next_turn_only_max": 5.09375, "clip_score_longclip_vitl14_224_next_turn_only_min": 29.78125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 29.78125, "clip_score_longclip_vitl14_224_next_turn_only_max": 29.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 32.875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 32.875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 32.875, "clip_score_dfn_public_prev_and_next_turn_min": 5.19921875, "clip_score_dfn_public_prev_and_next_turn_mean": 5.19921875, "clip_score_dfn_public_prev_and_next_turn_max": 5.19921875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 29.0, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 29.0, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 29.0, "im_height": { "jpg": 1165 }, "im_height_mean": 1165.0, "im_height_min": 1165, "im_height_max": 1165, "im_width": { "jpg": 1210 }, "im_width_mean": 1210.0, "im_width_min": 1210, "im_width_max": 1210, "im_ar": { "jpg": 1.0386 }, "im_ar_mean": 1.0386, "im_ar_min": 1.0386, "im_ar_max": 1.0386, "im_kilobytes": { "jpg": 4129.83 }, "im_kilobytes_mean": 4129.83, "im_kilobytes_min": 4129.83, "im_kilobytes_max": 4129.83, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 210.96 }, "im_clarity_mean": 210.96, "im_clarity_min": 210.96, "im_clarity_max": 210.96, "im_luma": { "jpg": 227.32 }, "im_luma_mean": 227.32, "im_luma_min": 227.32, "im_luma_max": 227.32, "im_saturation": { "jpg": 64.7 }, "im_saturation_mean": 64.7, "im_saturation_min": 64.7, "im_saturation_max": 64.7, "im_entropy": { "jpg": 1.59 }, "im_entropy_mean": 1.59, "im_entropy_min": 1.59, "im_entropy_max": 1.59, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999982, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.8164022627303128e-15, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 2.857180304167878e-19, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8434321880340576, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.009107738733291626, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.008661849424242973, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9793782830238342, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7406095266342163, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9993515610694885, "text_quality_nvidia_edu_nemotron4_score": 2.4921875, "text_quality_nvidia_edu_mixtral_score": 2.37109375, "text_quality_dclmbaseline_fasttext_score": 0.9711897969245911, "text_quality_dolma3_fasttext_score": 0.8032928705215454, "custom_fasttext_val_fasttext_score": 0.0017058253288269043, "custom_fasttext_core_fasttext_score": 0.0002173781394958496, "custom_fasttext_val_clean_fasttext_score": 0.009390175342559814, "custom_fasttext_core_clean_fasttext_score": 0.022955596446990967, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.328125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.34375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.015625, "within_sample_repetition_detection": 4.0 }, "223": { "detoxify": 1, "length_chars": 273, "length_tokens": 2944, "length_tokens_text_only": 128, "length_tokens_trainable_only": 62, "length_images": 1, "iqa_live_mean": 0.5062603035358467, "iqa_live_min": 0.5062603035358467, "iqa_live_max": 0.5062603035358467, "iqa_csiq_mean": 0.646061360836029, "iqa_csiq_min": 0.646061360836029, "iqa_csiq_max": 0.646061360836029, "iqa_tid2013_mean": 0.3981491194831, "iqa_tid2013_min": 0.3981491194831, "iqa_tid2013_max": 0.3981491194831, "iqa_kadid10k_mean": 0.52056884765625, "iqa_kadid10k_min": 0.52056884765625, "iqa_kadid10k_max": 0.52056884765625, "iqa_flive_mean": 0.6343158760456125, "iqa_flive_min": 0.6343158760456125, "iqa_flive_max": 0.6343158760456125, "iqa_spaq_mean": 0.37252067797111743, "iqa_spaq_min": 0.37252067797111743, "iqa_spaq_max": 0.37252067797111743, "iqa_clive_mean": 0.3543417959502249, "iqa_clive_min": 0.3543417959502249, "iqa_clive_max": 0.3543417959502249, "iqa_koniq10k_mean": 0.6467124861900253, "iqa_koniq10k_min": 0.6467124861900253, "iqa_koniq10k_max": 0.6467124861900253, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999967535131 }, { "lang": "la", "score": 3.241542340845257e-09 }, { "lang": "eo", "score": 2.9925729716766562e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7802421450614929 }, { "lang": "pt", "score": 0.022129489108920097 }, { "lang": "es", "score": 0.012417346239089966 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5062603035358467, "iqa_v2_live_min": 0.5062603035358467, "iqa_v2_live_max": 0.5062603035358467, "iqa_v2_csiq_mean": 0.646061360836029, "iqa_v2_csiq_min": 0.646061360836029, "iqa_v2_csiq_max": 0.646061360836029, "iqa_v2_tid2013_mean": 0.3981491194831, "iqa_v2_tid2013_min": 0.3981491194831, "iqa_v2_tid2013_max": 0.3981491194831, "iqa_v2_kadid10k_mean": 0.52056884765625, "iqa_v2_kadid10k_min": 0.52056884765625, "iqa_v2_kadid10k_max": 0.52056884765625, "iqa_v2_flive_mean": 0.6343158760456125, "iqa_v2_flive_min": 0.6343158760456125, "iqa_v2_flive_max": 0.6343158760456125, "iqa_v2_spaq_mean": 0.37252067797111743, "iqa_v2_spaq_min": 0.37252067797111743, "iqa_v2_spaq_max": 0.37252067797111743, "iqa_v2_clive_mean": 0.3543417959502249, "iqa_v2_clive_min": 0.3543417959502249, "iqa_v2_clive_max": 0.3543417959502249, "iqa_v2_koniq10k_mean": 0.6467124861900253, "iqa_v2_koniq10k_min": 0.6467124861900253, "iqa_v2_koniq10k_max": 0.6467124861900253, "imdecont": { "jpg": 0.4682903289794922 }, "imdecont_image_match": { "jpg": 257112 }, "imdecont_max": 0.4682903289794922, "imdecont_mean": 0.4682903289794922, "imdecont_min": 0.4682903289794922, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.703125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.703125, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.703125, "clip_score_dfn_public_prev_turn_only_min": 2.505859375, "clip_score_dfn_public_prev_turn_only_mean": 2.505859375, "clip_score_dfn_public_prev_turn_only_max": 2.505859375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.046875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.046875, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.046875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.8125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.8125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.8125, "clip_score_clip_vitl14_224_next_turn_only_min": 25.0, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.0, "clip_score_clip_vitl14_224_next_turn_only_max": 25.0, "clip_score_dfn_public_next_turn_only_min": 3.384765625, "clip_score_dfn_public_next_turn_only_mean": 3.384765625, "clip_score_dfn_public_next_turn_only_max": 3.384765625, "clip_score_siglip2_b16_224_next_turn_only_min": 2.5, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.5, "clip_score_siglip2_b16_224_next_turn_only_max": 2.5, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.953125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.953125, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.171875, "clip_score_dfn_public_prev_and_next_turn_min": 2.8359375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.8359375, "clip_score_dfn_public_prev_and_next_turn_max": 2.8359375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.546875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.546875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.515625, "im_height": { "jpg": 2359 }, "im_height_mean": 2359.0, "im_height_min": 2359, "im_height_max": 2359, "im_width": { "jpg": 1048 }, "im_width_mean": 1048.0, "im_width_min": 1048, "im_width_max": 1048, "im_ar": { "jpg": 0.4443 }, "im_ar_mean": 0.4443, "im_ar_min": 0.4443, "im_ar_max": 0.4443, "im_kilobytes": { "jpg": 7242.87 }, "im_kilobytes_mean": 7242.87, "im_kilobytes_min": 7242.87, "im_kilobytes_max": 7242.87, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 191.83 }, "im_clarity_mean": 191.83, "im_clarity_min": 191.83, "im_clarity_max": 191.83, "im_luma": { "jpg": 233.47 }, "im_luma_mean": 233.47, "im_luma_min": 233.47, "im_luma_max": 233.47, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 1.18 }, "im_entropy_mean": 1.18, "im_entropy_min": 1.18, "im_entropy_max": 1.18, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999967535131, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.241542340845257e-09, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 2.9925729716766562e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7802421450614929, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.022129489108920097, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.012417346239089966, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9883212447166443, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7954860329627991, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9990043044090271, "text_quality_nvidia_edu_nemotron4_score": 2.453125, "text_quality_nvidia_edu_mixtral_score": 2.390625, "text_quality_dclmbaseline_fasttext_score": 0.9998100399971008, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0008061528205871582, "custom_fasttext_core_fasttext_score": 6.0558319091796875e-05, "custom_fasttext_val_clean_fasttext_score": 0.0015909075736999512, "custom_fasttext_core_clean_fasttext_score": 0.0004687309265136719, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.453125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.359375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.09375, "within_sample_repetition_detection": 6.0 }, "228": { "detoxify": 1, "length_chars": 607, "length_tokens": 2586, "length_tokens_text_only": 282, "length_tokens_trainable_only": 155, "length_images": 1, "iqa_live_mean": 0.29993924227627833, "iqa_live_min": 0.29993924227627833, "iqa_live_max": 0.29993924227627833, "iqa_csiq_mean": 0.45181697607040405, "iqa_csiq_min": 0.45181697607040405, "iqa_csiq_max": 0.45181697607040405, "iqa_tid2013_mean": 0.23788436253865558, "iqa_tid2013_min": 0.23788436253865558, "iqa_tid2013_max": 0.23788436253865558, "iqa_kadid10k_mean": 0.1153564453125, "iqa_kadid10k_min": 0.1153564453125, "iqa_kadid10k_max": 0.1153564453125, "iqa_flive_mean": 0.5369604862097538, "iqa_flive_min": 0.5369604862097538, "iqa_flive_max": 0.5369604862097538, "iqa_spaq_mean": 0.2735623446377841, "iqa_spaq_min": 0.2735623446377841, "iqa_spaq_max": 0.2735623446377841, "iqa_clive_mean": 0.4431004765057805, "iqa_clive_min": 0.4431004765057805, "iqa_clive_max": 0.4431004765057805, "iqa_koniq10k_mean": 0.5300774237122199, "iqa_koniq10k_min": 0.5300774237122199, "iqa_koniq10k_max": 0.5300774237122199, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999995265247 }, { "lang": "la", "score": 4.730125107320335e-10 }, { "lang": "es", "score": 4.623008901970429e-13 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7811211943626404 }, { "lang": "es", "score": 0.01012960635125637 }, { "lang": "fa", "score": 0.009892760775983334 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.29993924227627833, "iqa_v2_live_min": 0.29993924227627833, "iqa_v2_live_max": 0.29993924227627833, "iqa_v2_csiq_mean": 0.45181697607040405, "iqa_v2_csiq_min": 0.45181697607040405, "iqa_v2_csiq_max": 0.45181697607040405, "iqa_v2_tid2013_mean": 0.23788436253865558, "iqa_v2_tid2013_min": 0.23788436253865558, "iqa_v2_tid2013_max": 0.23788436253865558, "iqa_v2_kadid10k_mean": 0.1153564453125, "iqa_v2_kadid10k_min": 0.1153564453125, "iqa_v2_kadid10k_max": 0.1153564453125, "iqa_v2_flive_mean": 0.5369604862097538, "iqa_v2_flive_min": 0.5369604862097538, "iqa_v2_flive_max": 0.5369604862097538, "iqa_v2_spaq_mean": 0.2735623446377841, "iqa_v2_spaq_min": 0.2735623446377841, "iqa_v2_spaq_max": 0.2735623446377841, "iqa_v2_clive_mean": 0.4431004765057805, "iqa_v2_clive_min": 0.4431004765057805, "iqa_v2_clive_max": 0.4431004765057805, "iqa_v2_koniq10k_mean": 0.5300774237122199, "iqa_v2_koniq10k_min": 0.5300774237122199, "iqa_v2_koniq10k_max": 0.5300774237122199, "imdecont": { "jpg": 0.6637545824050903 }, "imdecont_image_match": { "jpg": 145933 }, "imdecont_max": 0.6637545824050903, "imdecont_mean": 0.6637545824050903, "imdecont_min": 0.6637545824050903, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.546875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.546875, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.546875, "clip_score_dfn_public_prev_turn_only_min": 3.046875, "clip_score_dfn_public_prev_turn_only_mean": 3.046875, "clip_score_dfn_public_prev_turn_only_max": 3.046875, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.921875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.921875, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.921875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 16.078125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 16.078125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 16.078125, "clip_score_clip_vitl14_224_next_turn_only_min": 18.171875, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.171875, "clip_score_clip_vitl14_224_next_turn_only_max": 18.171875, "clip_score_dfn_public_next_turn_only_min": 3.025390625, "clip_score_dfn_public_next_turn_only_mean": 3.025390625, "clip_score_dfn_public_next_turn_only_max": 3.025390625, "clip_score_siglip2_b16_224_next_turn_only_min": 1.640625, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.640625, "clip_score_siglip2_b16_224_next_turn_only_max": 1.640625, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.71875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.71875, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 18.546875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 18.546875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 18.546875, "clip_score_dfn_public_prev_and_next_turn_min": 3.046875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.046875, "clip_score_dfn_public_prev_and_next_turn_max": 3.046875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.921875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.921875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 16.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 16.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 16.96875, "im_height": { "jpg": 943 }, "im_height_mean": 943.0, "im_height_min": 943, "im_height_max": 943, "im_width": { "jpg": 2035 }, "im_width_mean": 2035.0, "im_width_min": 2035, "im_width_max": 2035, "im_ar": { "jpg": 2.158 }, "im_ar_mean": 2.158, "im_ar_min": 2.158, "im_ar_max": 2.158, "im_kilobytes": { "jpg": 5622.08 }, "im_kilobytes_mean": 5622.08, "im_kilobytes_min": 5622.08, "im_kilobytes_max": 5622.08, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 262.48 }, "im_clarity_mean": 262.48, "im_clarity_min": 262.48, "im_clarity_max": 262.48, "im_luma": { "jpg": 191.74 }, "im_luma_mean": 191.74, "im_luma_min": 191.74, "im_luma_max": 191.74, "im_saturation": { "jpg": 122.03 }, "im_saturation_mean": 122.03, "im_saturation_min": 122.03, "im_saturation_max": 122.03, "im_entropy": { "jpg": 0.98 }, "im_entropy_mean": 0.98, "im_entropy_min": 0.98, "im_entropy_max": 0.98, "unifilter_score_qwen2_5_1_5b": 0.191162109375, "unifilter_score_qwen3_0_6b": -2.1015625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999995265247, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.730125107320335e-10, "language_detection_annotation_lingua_2_lan": "es", "language_detection_annotation_lingua_2_score": 4.623008901970429e-13, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7811211943626404, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.01012960635125637, "language_detection_annotation_nllb_2_lan": "fa", "language_detection_annotation_nllb_2_score": 0.009892760775983334, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.984367311000824, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8392658233642578, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999695897102356, "text_quality_nvidia_edu_nemotron4_score": 2.171875, "text_quality_nvidia_edu_mixtral_score": 2.125, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0035323500633239746, "custom_fasttext_core_fasttext_score": 6.699562072753906e-05, "custom_fasttext_val_clean_fasttext_score": 0.010640740394592285, "custom_fasttext_core_clean_fasttext_score": 0.0007456541061401367, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.515625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.6640625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1484375, "within_sample_repetition_detection": 6.0 }, "232": { "detoxify": 1, "length_chars": 752, "length_tokens": 3665, "length_tokens_text_only": 337, "length_tokens_trainable_only": 225, "length_images": 1, "iqa_live_mean": 0.4036324626267558, "iqa_live_min": 0.4036324626267558, "iqa_live_max": 0.4036324626267558, "iqa_csiq_mean": 0.564762532711029, "iqa_csiq_min": 0.564762532711029, "iqa_csiq_max": 0.564762532711029, "iqa_tid2013_mean": 0.2745597097608778, "iqa_tid2013_min": 0.2745597097608778, "iqa_tid2013_max": 0.2745597097608778, "iqa_kadid10k_mean": 0.2618408203125, "iqa_kadid10k_min": 0.2618408203125, "iqa_kadid10k_max": 0.2618408203125, "iqa_flive_mean": 0.5970930619673296, "iqa_flive_min": 0.5970930619673296, "iqa_flive_max": 0.5970930619673296, "iqa_spaq_mean": 0.35839504665798616, "iqa_spaq_min": 0.35839504665798616, "iqa_spaq_max": 0.35839504665798616, "iqa_clive_mean": 0.39040555857648757, "iqa_clive_min": 0.39040555857648757, "iqa_clive_max": 0.39040555857648757, "iqa_koniq10k_mean": 0.5572238883586845, "iqa_koniq10k_min": 0.5572238883586845, "iqa_koniq10k_max": 0.5572238883586845, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999987673322792 }, { "lang": "la", "score": 1.232666953558605e-06 }, { "lang": "tl", "score": 4.873714035080203e-13 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8223809003829956 }, { "lang": "ru", "score": 0.008682012557983398 }, { "lang": "es", "score": 0.006627035327255726 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4036324626267558, "iqa_v2_live_min": 0.4036324626267558, "iqa_v2_live_max": 0.4036324626267558, "iqa_v2_csiq_mean": 0.564762532711029, "iqa_v2_csiq_min": 0.564762532711029, "iqa_v2_csiq_max": 0.564762532711029, "iqa_v2_tid2013_mean": 0.2745597097608778, "iqa_v2_tid2013_min": 0.2745597097608778, "iqa_v2_tid2013_max": 0.2745597097608778, "iqa_v2_kadid10k_mean": 0.2618408203125, "iqa_v2_kadid10k_min": 0.2618408203125, "iqa_v2_kadid10k_max": 0.2618408203125, "iqa_v2_flive_mean": 0.5970141478259154, "iqa_v2_flive_min": 0.5970141478259154, "iqa_v2_flive_max": 0.5970141478259154, "iqa_v2_spaq_mean": 0.3582372183751579, "iqa_v2_spaq_min": 0.3582372183751579, "iqa_v2_spaq_max": 0.3582372183751579, "iqa_v2_clive_mean": 0.3904844727179017, "iqa_v2_clive_min": 0.3904844727179017, "iqa_v2_clive_max": 0.3904844727179017, "iqa_v2_koniq10k_mean": 0.5572238883586845, "iqa_v2_koniq10k_min": 0.5572238883586845, "iqa_v2_koniq10k_max": 0.5572238883586845, "imdecont": { "jpg": 0.6414607763290405 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.6414607763290405, "imdecont_mean": 0.6414607763290405, "imdecont_min": 0.6414607763290405, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.65625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.65625, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.65625, "clip_score_dfn_public_prev_turn_only_min": 3.595703125, "clip_score_dfn_public_prev_turn_only_mean": 3.595703125, "clip_score_dfn_public_prev_turn_only_max": 3.595703125, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.625, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.046875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.046875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.046875, "clip_score_clip_vitl14_224_next_turn_only_min": 28.296875, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.296875, "clip_score_clip_vitl14_224_next_turn_only_max": 28.296875, "clip_score_dfn_public_next_turn_only_min": 2.74609375, "clip_score_dfn_public_next_turn_only_mean": 2.74609375, "clip_score_dfn_public_next_turn_only_max": 2.74609375, "clip_score_siglip2_b16_224_next_turn_only_min": 0.390625, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.390625, "clip_score_siglip2_b16_224_next_turn_only_max": 0.390625, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.640625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.640625, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.765625, "clip_score_dfn_public_prev_and_next_turn_min": 3.7421875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.7421875, "clip_score_dfn_public_prev_and_next_turn_max": 3.7421875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.484375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.484375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.046875, "im_height": { "jpg": 1633 }, "im_height_mean": 1633.0, "im_height_min": 1633, "im_height_max": 1633, "im_width": { "jpg": 1341 }, "im_width_mean": 1341.0, "im_width_min": 1341, "im_width_max": 1341, "im_ar": { "jpg": 0.8212 }, "im_ar_mean": 0.8212, "im_ar_min": 0.8212, "im_ar_max": 0.8212, "im_kilobytes": { "jpg": 6415.58 }, "im_kilobytes_mean": 6415.58, "im_kilobytes_min": 6415.58, "im_kilobytes_max": 6415.58, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 303.43 }, "im_clarity_mean": 303.43, "im_clarity_min": 303.43, "im_clarity_max": 303.43, "im_luma": { "jpg": 232.32 }, "im_luma_mean": 232.32, "im_luma_min": 232.32, "im_luma_max": 232.32, "im_saturation": { "jpg": 44.17 }, "im_saturation_mean": 44.17, "im_saturation_min": 44.17, "im_saturation_max": 44.17, "im_entropy": { "jpg": 1.9 }, "im_entropy_mean": 1.9, "im_entropy_min": 1.9, "im_entropy_max": 1.9, "unifilter_score_qwen2_5_1_5b": -0.220458984375, "unifilter_score_qwen3_0_6b": 1.271484375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999987673322792, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.232666953558605e-06, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 4.873714035080203e-13, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8223809003829956, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.008682012557983398, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.006627035327255726, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9910287857055664, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7932173013687134, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996111989021301, "text_quality_nvidia_edu_nemotron4_score": 2.2421875, "text_quality_nvidia_edu_mixtral_score": 2.041015625, "text_quality_dclmbaseline_fasttext_score": 0.9999717473983765, "text_quality_dolma3_fasttext_score": 0.9999946355819702, "custom_fasttext_val_fasttext_score": 0.0008512735366821289, "custom_fasttext_core_fasttext_score": 1.71661376953125e-05, "custom_fasttext_val_clean_fasttext_score": 0.005543231964111328, "custom_fasttext_core_clean_fasttext_score": 0.0015502572059631348, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.1171875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.078125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0390625, "within_sample_repetition_detection": 6.0 }, "195": { "detoxify": 1, "length_chars": 1095, "length_tokens": 3190, "length_tokens_text_only": 374, "length_tokens_trainable_only": 234, "length_images": 1, "iqa_live_mean": 0.4515728035358467, "iqa_live_min": 0.4515728035358467, "iqa_live_max": 0.4515728035358467, "iqa_csiq_mean": 0.539555013179779, "iqa_csiq_min": 0.539555013179779, "iqa_csiq_max": 0.539555013179779, "iqa_tid2013_mean": 0.29322290420532227, "iqa_tid2013_min": 0.29322290420532227, "iqa_tid2013_max": 0.29322290420532227, "iqa_kadid10k_mean": 0.1922607421875, "iqa_kadid10k_min": 0.1922607421875, "iqa_kadid10k_max": 0.1922607421875, "iqa_flive_mean": 0.6140793309067235, "iqa_flive_min": 0.6140793309067235, "iqa_flive_max": 0.6140793309067235, "iqa_spaq_mean": 0.3714947941327336, "iqa_spaq_min": 0.3714947941327336, "iqa_spaq_max": 0.3714947941327336, "iqa_clive_mean": 0.413527402010831, "iqa_clive_min": 0.413527402010831, "iqa_clive_max": 0.413527402010831, "iqa_koniq10k_mean": 0.6140420701768664, "iqa_koniq10k_min": 0.6140420701768664, "iqa_koniq10k_max": 0.6140420701768664, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 1.1573892999659538e-23 }, { "lang": "tl", "score": 2.0463320699154316e-27 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9094406366348267 }, { "lang": "ru", "score": 0.004626985173672438 }, { "lang": "id", "score": 0.003881244221702218 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4515728035358467, "iqa_v2_live_min": 0.4515728035358467, "iqa_v2_live_max": 0.4515728035358467, "iqa_v2_csiq_mean": 0.539555013179779, "iqa_v2_csiq_min": 0.539555013179779, "iqa_v2_csiq_max": 0.539555013179779, "iqa_v2_tid2013_mean": 0.29322290420532227, "iqa_v2_tid2013_min": 0.29322290420532227, "iqa_v2_tid2013_max": 0.29322290420532227, "iqa_v2_kadid10k_mean": 0.1922607421875, "iqa_v2_kadid10k_min": 0.1922607421875, "iqa_v2_kadid10k_max": 0.1922607421875, "iqa_v2_flive_mean": 0.6141187879774306, "iqa_v2_flive_min": 0.6141187879774306, "iqa_v2_flive_max": 0.6141187879774306, "iqa_v2_spaq_mean": 0.3714158799913195, "iqa_v2_spaq_min": 0.3714158799913195, "iqa_v2_spaq_max": 0.3714158799913195, "iqa_v2_clive_mean": 0.41356685908153806, "iqa_v2_clive_min": 0.41356685908153806, "iqa_v2_clive_max": 0.41356685908153806, "iqa_v2_koniq10k_mean": 0.6141998984596947, "iqa_v2_koniq10k_min": 0.6141998984596947, "iqa_v2_koniq10k_max": 0.6141998984596947, "imdecont": { "jpg": 0.5708799362182617 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5708799362182617, "imdecont_mean": 0.5708799362182617, "imdecont_min": 0.5708799362182617, "clip_score_clip_vitl14_224_prev_turn_only_min": 31.953125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 31.953125, "clip_score_clip_vitl14_224_prev_turn_only_max": 31.953125, "clip_score_dfn_public_prev_turn_only_min": 4.93359375, "clip_score_dfn_public_prev_turn_only_mean": 4.93359375, "clip_score_dfn_public_prev_turn_only_max": 4.93359375, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.828125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.828125, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.828125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.53125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.53125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.53125, "clip_score_clip_vitl14_224_next_turn_only_min": 23.140625, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.140625, "clip_score_clip_vitl14_224_next_turn_only_max": 23.140625, "clip_score_dfn_public_next_turn_only_min": 3.6484375, "clip_score_dfn_public_next_turn_only_mean": 3.6484375, "clip_score_dfn_public_next_turn_only_max": 3.6484375, "clip_score_siglip2_b16_224_next_turn_only_min": 2.59375, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.59375, "clip_score_siglip2_b16_224_next_turn_only_max": 2.59375, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.296875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.296875, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 31.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 31.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 31.953125, "clip_score_dfn_public_prev_and_next_turn_min": 4.93359375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.93359375, "clip_score_dfn_public_prev_and_next_turn_max": 4.93359375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.421875, "im_height": { "jpg": 3244 }, "im_height_mean": 3244.0, "im_height_min": 3244, "im_height_max": 3244, "im_width": { "jpg": 1427 }, "im_width_mean": 1427.0, "im_width_min": 1427, "im_width_max": 1427, "im_ar": { "jpg": 0.4399 }, "im_ar_mean": 0.4399, "im_ar_min": 0.4399, "im_ar_max": 0.4399, "im_kilobytes": { "jpg": 13562.07 }, "im_kilobytes_mean": 13562.07, "im_kilobytes_min": 13562.07, "im_kilobytes_max": 13562.07, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 230.01 }, "im_clarity_mean": 230.01, "im_clarity_min": 230.01, "im_clarity_max": 230.01, "im_luma": { "jpg": 201.93 }, "im_luma_mean": 201.93, "im_luma_min": 201.93, "im_luma_max": 201.93, "im_saturation": { "jpg": 125.18 }, "im_saturation_mean": 125.18, "im_saturation_min": 125.18, "im_saturation_max": 125.18, "im_entropy": { "jpg": 2.2 }, "im_entropy_mean": 2.2, "im_entropy_min": 2.2, "im_entropy_max": 2.2, "unifilter_score_qwen2_5_1_5b": 0.188232421875, "unifilter_score_qwen3_0_6b": 0.40869140625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.1573892999659538e-23, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 2.0463320699154316e-27, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9094406366348267, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.004626985173672438, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.003881244221702218, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9578643441200256, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.9163475036621094, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9994586110115051, "text_quality_nvidia_edu_nemotron4_score": 2.58203125, "text_quality_nvidia_edu_mixtral_score": 2.5234375, "text_quality_dclmbaseline_fasttext_score": 0.6199834942817688, "text_quality_dolma3_fasttext_score": 0.985075056552887, "custom_fasttext_val_fasttext_score": 0.0018737316131591797, "custom_fasttext_core_fasttext_score": 8.153915405273438e-05, "custom_fasttext_val_clean_fasttext_score": 0.006300449371337891, "custom_fasttext_core_clean_fasttext_score": 0.0010336637496948242, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.2578125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0078125, "within_sample_repetition_detection": 7.0 }, "219": { "detoxify": 1, "length_chars": 914, "length_tokens": 3654, "length_tokens_text_only": 326, "length_tokens_trainable_only": 185, "length_images": 1, "iqa_live_mean": 0.6081779171722104, "iqa_live_min": 0.6081779171722104, "iqa_live_max": 0.6081779171722104, "iqa_csiq_mean": 0.688785970211029, "iqa_csiq_min": 0.688785970211029, "iqa_csiq_max": 0.688785970211029, "iqa_tid2013_mean": 0.4312979910108778, "iqa_tid2013_min": 0.4312979910108778, "iqa_tid2013_max": 0.4312979910108778, "iqa_kadid10k_mean": 0.5013427734375, "iqa_kadid10k_min": 0.5013427734375, "iqa_kadid10k_max": 0.5013427734375, "iqa_flive_mean": 0.7121498801491478, "iqa_flive_min": 0.7121498801491478, "iqa_flive_max": 0.7121498801491478, "iqa_spaq_mean": 0.4612201729206124, "iqa_spaq_min": 0.4612201729206124, "iqa_spaq_max": 0.4612201729206124, "iqa_clive_mean": 0.4534776861017401, "iqa_clive_min": 0.4534776861017401, "iqa_clive_max": 0.4534776861017401, "iqa_koniq10k_mean": 0.694534455886995, "iqa_koniq10k_min": 0.694534455886995, "iqa_koniq10k_max": 0.694534455886995, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 2.152240210134337e-17 }, { "lang": "tl", "score": 2.5542783854471053e-26 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8819282054901123 }, { "lang": "ru", "score": 0.0073243132792413235 }, { "lang": "ja", "score": 0.005702274385839701 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.6081779171722104, "iqa_v2_live_min": 0.6081779171722104, "iqa_v2_live_max": 0.6081779171722104, "iqa_v2_csiq_mean": 0.688785970211029, "iqa_v2_csiq_min": 0.688785970211029, "iqa_v2_csiq_max": 0.688785970211029, "iqa_v2_tid2013_mean": 0.4312979910108778, "iqa_v2_tid2013_min": 0.4312979910108778, "iqa_v2_tid2013_max": 0.4312979910108778, "iqa_v2_kadid10k_mean": 0.5013427734375, "iqa_v2_kadid10k_min": 0.5013427734375, "iqa_v2_kadid10k_max": 0.5013427734375, "iqa_v2_flive_mean": 0.7121498801491478, "iqa_v2_flive_min": 0.7121498801491478, "iqa_v2_flive_max": 0.7121498801491478, "iqa_v2_spaq_mean": 0.4612201729206124, "iqa_v2_spaq_min": 0.4612201729206124, "iqa_v2_spaq_max": 0.4612201729206124, "iqa_v2_clive_mean": 0.4534776861017401, "iqa_v2_clive_min": 0.4534776861017401, "iqa_v2_clive_max": 0.4534776861017401, "iqa_v2_koniq10k_mean": 0.694534455886995, "iqa_v2_koniq10k_min": 0.694534455886995, "iqa_v2_koniq10k_max": 0.694534455886995, "imdecont": { "jpg": 0.5140871405601501 }, "imdecont_image_match": { "jpg": 204629 }, "imdecont_max": 0.5140871405601501, "imdecont_mean": 0.5140871405601501, "imdecont_min": 0.5140871405601501, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.640625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.640625, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.640625, "clip_score_dfn_public_prev_turn_only_min": 5.63671875, "clip_score_dfn_public_prev_turn_only_mean": 5.63671875, "clip_score_dfn_public_prev_turn_only_max": 5.63671875, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.59375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.59375, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.59375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.125, "clip_score_clip_vitl14_224_next_turn_only_min": 25.046875, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.046875, "clip_score_clip_vitl14_224_next_turn_only_max": 25.046875, "clip_score_dfn_public_next_turn_only_min": 3.6015625, "clip_score_dfn_public_next_turn_only_mean": 3.6015625, "clip_score_dfn_public_next_turn_only_max": 3.6015625, "clip_score_siglip2_b16_224_next_turn_only_min": 5.421875, "clip_score_siglip2_b16_224_next_turn_only_mean": 5.421875, "clip_score_siglip2_b16_224_next_turn_only_max": 5.421875, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.921875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.921875, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.640625, "clip_score_dfn_public_prev_and_next_turn_min": 5.63671875, "clip_score_dfn_public_prev_and_next_turn_mean": 5.63671875, "clip_score_dfn_public_prev_and_next_turn_max": 5.63671875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.59375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.59375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.5625, "im_height": { "jpg": 1605 }, "im_height_mean": 1605.0, "im_height_min": 1605, "im_height_max": 1605, "im_width": { "jpg": 1233 }, "im_width_mean": 1233.0, "im_width_min": 1233, "im_width_max": 1233, "im_ar": { "jpg": 0.7682 }, "im_ar_mean": 0.7682, "im_ar_min": 0.7682, "im_ar_max": 0.7682, "im_kilobytes": { "jpg": 5797.75 }, "im_kilobytes_mean": 5797.75, "im_kilobytes_min": 5797.75, "im_kilobytes_max": 5797.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 256.12 }, "im_clarity_mean": 256.12, "im_clarity_min": 256.12, "im_clarity_max": 256.12, "im_luma": { "jpg": 211.67 }, "im_luma_mean": 211.67, "im_luma_min": 211.67, "im_luma_max": 211.67, "im_saturation": { "jpg": 92.56 }, "im_saturation_mean": 92.56, "im_saturation_min": 92.56, "im_saturation_max": 92.56, "im_entropy": { "jpg": 2.07 }, "im_entropy_mean": 2.07, "im_entropy_min": 2.07, "im_entropy_max": 2.07, "unifilter_score_qwen2_5_1_5b": -1.2109375, "unifilter_score_qwen3_0_6b": 0.14501953125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.152240210134337e-17, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 2.5542783854471053e-26, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8819282054901123, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0073243132792413235, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.005702274385839701, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9852632284164429, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8562701344490051, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9993528723716736, "text_quality_nvidia_edu_nemotron4_score": 2.1484375, "text_quality_nvidia_edu_mixtral_score": 2.033203125, "text_quality_dclmbaseline_fasttext_score": 0.9384191036224365, "text_quality_dolma3_fasttext_score": 0.9986727237701416, "custom_fasttext_val_fasttext_score": 0.0008130669593811035, "custom_fasttext_core_fasttext_score": 3.123283386230469e-05, "custom_fasttext_val_clean_fasttext_score": 0.003361523151397705, "custom_fasttext_core_clean_fasttext_score": 0.0006010532379150391, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.515625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.015625, "within_sample_repetition_detection": 7.0 }, "225": { "detoxify": 1, "length_chars": 902, "length_tokens": 2692, "length_tokens_text_only": 388, "length_tokens_trainable_only": 272, "length_images": 1, "iqa_live_mean": 0.38682375050554363, "iqa_live_min": 0.38682375050554363, "iqa_live_max": 0.38682375050554363, "iqa_csiq_mean": 0.535709798336029, "iqa_csiq_min": 0.535709798336029, "iqa_csiq_max": 0.535709798336029, "iqa_tid2013_mean": 0.31785398059421116, "iqa_tid2013_min": 0.31785398059421116, "iqa_tid2013_max": 0.31785398059421116, "iqa_kadid10k_mean": 0.3575439453125, "iqa_kadid10k_min": 0.3575439453125, "iqa_kadid10k_max": 0.3575439453125, "iqa_flive_mean": 0.6256895739622791, "iqa_flive_min": 0.6256895739622791, "iqa_flive_max": 0.6256895739622791, "iqa_spaq_mean": 0.2964474456478851, "iqa_spaq_min": 0.2964474456478851, "iqa_spaq_max": 0.2964474456478851, "iqa_clive_mean": 0.33492891716234613, "iqa_clive_min": 0.33492891716234613, "iqa_clive_max": 0.33492891716234613, "iqa_koniq10k_mean": 0.6882213245738636, "iqa_koniq10k_min": 0.6882213245738636, "iqa_koniq10k_max": 0.6882213245738636, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999448378 }, { "lang": "la", "score": 5.516225488297164e-11 }, { "lang": "tl", "score": 1.6519339962915713e-20 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8332669138908386 }, { "lang": "vi", "score": 0.008664608933031559 }, { "lang": "pt", "score": 0.00841739121824503 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.38682375050554363, "iqa_v2_live_min": 0.38682375050554363, "iqa_v2_live_max": 0.38682375050554363, "iqa_v2_csiq_mean": 0.535709798336029, "iqa_v2_csiq_min": 0.535709798336029, "iqa_v2_csiq_max": 0.535709798336029, "iqa_v2_tid2013_mean": 0.31785398059421116, "iqa_v2_tid2013_min": 0.31785398059421116, "iqa_v2_tid2013_max": 0.31785398059421116, "iqa_v2_kadid10k_mean": 0.3575439453125, "iqa_v2_kadid10k_min": 0.3575439453125, "iqa_v2_kadid10k_max": 0.3575439453125, "iqa_v2_flive_mean": 0.6256698454269256, "iqa_v2_flive_min": 0.6256698454269256, "iqa_v2_flive_max": 0.6256698454269256, "iqa_v2_spaq_mean": 0.2966052739307134, "iqa_v2_spaq_min": 0.2966052739307134, "iqa_v2_spaq_max": 0.2966052739307134, "iqa_v2_clive_mean": 0.3350078313037603, "iqa_v2_clive_min": 0.3350078313037603, "iqa_v2_clive_max": 0.3350078313037603, "iqa_v2_koniq10k_mean": 0.6882213245738636, "iqa_v2_koniq10k_min": 0.6882213245738636, "iqa_v2_koniq10k_max": 0.6882213245738636, "imdecont": { "jpg": 0.5126933455467224 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5126933455467224, "imdecont_mean": 0.5126933455467224, "imdecont_min": 0.5126933455467224, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.265625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.265625, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.265625, "clip_score_dfn_public_prev_turn_only_min": 3.8359375, "clip_score_dfn_public_prev_turn_only_mean": 3.8359375, "clip_score_dfn_public_prev_turn_only_max": 3.8359375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.078125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.078125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.078125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.125, "clip_score_clip_vitl14_224_next_turn_only_min": 25.703125, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.703125, "clip_score_clip_vitl14_224_next_turn_only_max": 25.703125, "clip_score_dfn_public_next_turn_only_min": 4.98046875, "clip_score_dfn_public_next_turn_only_mean": 4.98046875, "clip_score_dfn_public_next_turn_only_max": 4.98046875, "clip_score_siglip2_b16_224_next_turn_only_min": -1.703125, "clip_score_siglip2_b16_224_next_turn_only_mean": -1.703125, "clip_score_siglip2_b16_224_next_turn_only_max": -1.703125, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.328125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.328125, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.328125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.5625, "clip_score_dfn_public_prev_and_next_turn_min": 3.87109375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.87109375, "clip_score_dfn_public_prev_and_next_turn_max": 3.87109375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.515625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.515625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.953125, "im_height": { "jpg": 3307 }, "im_height_mean": 3307.0, "im_height_min": 3307, "im_height_max": 3307, "im_width": { "jpg": 1848 }, "im_width_mean": 1848.0, "im_width_min": 1848, "im_width_max": 1848, "im_ar": { "jpg": 0.5588 }, "im_ar_mean": 0.5588, "im_ar_min": 0.5588, "im_ar_max": 0.5588, "im_kilobytes": { "jpg": 17904.3 }, "im_kilobytes_mean": 17904.3, "im_kilobytes_min": 17904.3, "im_kilobytes_max": 17904.3, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 131.71 }, "im_clarity_mean": 131.71, "im_clarity_min": 131.71, "im_clarity_max": 131.71, "im_luma": { "jpg": 232.86 }, "im_luma_mean": 232.86, "im_luma_min": 232.86, "im_luma_max": 232.86, "im_saturation": { "jpg": 16.78 }, "im_saturation_mean": 16.78, "im_saturation_min": 16.78, "im_saturation_max": 16.78, "im_entropy": { "jpg": 1.4 }, "im_entropy_mean": 1.4, "im_entropy_min": 1.4, "im_entropy_max": 1.4, "unifilter_score_qwen2_5_1_5b": -1.00390625, "unifilter_score_qwen3_0_6b": -2.81640625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999448378, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 5.516225488297164e-11, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.6519339962915713e-20, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8332669138908386, "language_detection_annotation_nllb_1_lan": "vi", "language_detection_annotation_nllb_1_score": 0.008664608933031559, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.00841739121824503, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9956114888191223, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.41441261768341064, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997826218605042, "text_quality_nvidia_edu_nemotron4_score": 1.9296875, "text_quality_nvidia_edu_mixtral_score": 1.931640625, "text_quality_dclmbaseline_fasttext_score": 0.9995797276496887, "text_quality_dolma3_fasttext_score": 0.9915412664413452, "custom_fasttext_val_fasttext_score": 0.002718508243560791, "custom_fasttext_core_fasttext_score": 0.00024896860122680664, "custom_fasttext_val_clean_fasttext_score": 0.0012652277946472168, "custom_fasttext_core_clean_fasttext_score": 5.841255187988281e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.21875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.3359375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1171875, "within_sample_repetition_detection": 7.0 }, "229": { "detoxify": 1, "length_chars": 964, "length_tokens": 3153, "length_tokens_text_only": 337, "length_tokens_trainable_only": 237, "length_images": 1, "iqa_live_mean": 0.4443521595964528, "iqa_live_min": 0.4443521595964528, "iqa_live_max": 0.4443521595964528, "iqa_csiq_mean": 0.530704915523529, "iqa_csiq_min": 0.530704915523529, "iqa_csiq_max": 0.530704915523529, "iqa_tid2013_mean": 0.3387958208719889, "iqa_tid2013_min": 0.3387958208719889, "iqa_tid2013_max": 0.3387958208719889, "iqa_kadid10k_mean": 0.2933349609375, "iqa_kadid10k_min": 0.2933349609375, "iqa_kadid10k_max": 0.2933349609375, "iqa_flive_mean": 0.6669912627249054, "iqa_flive_min": 0.6669912627249054, "iqa_flive_max": 0.6669912627249054, "iqa_spaq_mean": 0.3742567890822286, "iqa_spaq_min": 0.3742567890822286, "iqa_spaq_max": 0.3742567890822286, "iqa_clive_mean": 0.507790343930023, "iqa_clive_min": 0.507790343930023, "iqa_clive_max": 0.507790343930023, "iqa_koniq10k_mean": 0.6517629912405304, "iqa_koniq10k_min": 0.6517629912405304, "iqa_koniq10k_max": 0.6517629912405304, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 1.2919038822070372e-19 }, { "lang": "eo", "score": 9.500924763875487e-24 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9033927321434021 }, { "lang": "ru", "score": 0.005953820887953043 }, { "lang": "vi", "score": 0.004291033372282982 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4443521595964528, "iqa_v2_live_min": 0.4443521595964528, "iqa_v2_live_max": 0.4443521595964528, "iqa_v2_csiq_mean": 0.530704915523529, "iqa_v2_csiq_min": 0.530704915523529, "iqa_v2_csiq_max": 0.530704915523529, "iqa_v2_tid2013_mean": 0.3387958208719889, "iqa_v2_tid2013_min": 0.3387958208719889, "iqa_v2_tid2013_max": 0.3387958208719889, "iqa_v2_kadid10k_mean": 0.2933349609375, "iqa_v2_kadid10k_min": 0.2933349609375, "iqa_v2_kadid10k_max": 0.2933349609375, "iqa_v2_flive_mean": 0.6669320771188447, "iqa_v2_flive_min": 0.6669320771188447, "iqa_v2_flive_max": 0.6669320771188447, "iqa_v2_spaq_mean": 0.3742567890822286, "iqa_v2_spaq_min": 0.3742567890822286, "iqa_v2_spaq_max": 0.3742567890822286, "iqa_v2_clive_mean": 0.5075930585764876, "iqa_v2_clive_min": 0.5075930585764876, "iqa_v2_clive_max": 0.5075930585764876, "iqa_v2_koniq10k_mean": 0.6517629912405304, "iqa_v2_koniq10k_min": 0.6517629912405304, "iqa_v2_koniq10k_max": 0.6517629912405304, "imdecont": { "jpg": 0.5072741508483887 }, "imdecont_image_match": { "jpg": 206611 }, "imdecont_max": 0.5072741508483887, "imdecont_mean": 0.5072741508483887, "imdecont_min": 0.5072741508483887, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.59375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.59375, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.59375, "clip_score_dfn_public_prev_turn_only_min": 3.390625, "clip_score_dfn_public_prev_turn_only_mean": 3.390625, "clip_score_dfn_public_prev_turn_only_max": 3.390625, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.671875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.671875, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.671875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.171875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.171875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.171875, "clip_score_clip_vitl14_224_next_turn_only_min": 23.921875, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.921875, "clip_score_clip_vitl14_224_next_turn_only_max": 23.921875, "clip_score_dfn_public_next_turn_only_min": 3.96875, "clip_score_dfn_public_next_turn_only_mean": 3.96875, "clip_score_dfn_public_next_turn_only_max": 3.96875, "clip_score_siglip2_b16_224_next_turn_only_min": 0.90625, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.90625, "clip_score_siglip2_b16_224_next_turn_only_max": 0.90625, "clip_score_longclip_vitl14_224_next_turn_only_min": 18.65625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 18.65625, "clip_score_longclip_vitl14_224_next_turn_only_max": 18.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.734375, "clip_score_dfn_public_prev_and_next_turn_min": 3.734375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.734375, "clip_score_dfn_public_prev_and_next_turn_max": 3.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.1015625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.1015625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.1015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 18.390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 18.390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 18.390625, "im_height": { "jpg": 2691 }, "im_height_mean": 2691.0, "im_height_min": 2691, "im_height_max": 2691, "im_width": { "jpg": 1044 }, "im_width_mean": 1044.0, "im_width_min": 1044, "im_width_max": 1044, "im_ar": { "jpg": 0.388 }, "im_ar_mean": 0.388, "im_ar_min": 0.388, "im_ar_max": 0.388, "im_kilobytes": { "jpg": 8230.68 }, "im_kilobytes_mean": 8230.68, "im_kilobytes_min": 8230.68, "im_kilobytes_max": 8230.68, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 130.54 }, "im_clarity_mean": 130.54, "im_clarity_min": 130.54, "im_clarity_max": 130.54, "im_luma": { "jpg": 169.92 }, "im_luma_mean": 169.92, "im_luma_min": 169.92, "im_luma_max": 169.92, "im_saturation": { "jpg": 99.79 }, "im_saturation_mean": 99.79, "im_saturation_min": 99.79, "im_saturation_max": 99.79, "im_entropy": { "jpg": 1.18 }, "im_entropy_mean": 1.18, "im_entropy_min": 1.18, "im_entropy_max": 1.18, "unifilter_score_qwen2_5_1_5b": -1.5498046875, "unifilter_score_qwen3_0_6b": -0.69677734375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.2919038822070372e-19, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 9.500924763875487e-24, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9033927321434021, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005953820887953043, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.004291033372282982, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.98296058177948, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8353449702262878, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995077848434448, "text_quality_nvidia_edu_nemotron4_score": 2.869140625, "text_quality_nvidia_edu_mixtral_score": 2.765625, "text_quality_dclmbaseline_fasttext_score": 0.9999240636825562, "text_quality_dolma3_fasttext_score": 0.9999940395355225, "custom_fasttext_val_fasttext_score": 0.0005933046340942383, "custom_fasttext_core_fasttext_score": 4.172325134277344e-06, "custom_fasttext_val_clean_fasttext_score": 0.004592239856719971, "custom_fasttext_core_clean_fasttext_score": 0.0013465285301208496, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.046875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0234375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0234375, "within_sample_repetition_detection": 7.0 }, "230": { "detoxify": 1, "length_chars": 955, "length_tokens": 2212, "length_tokens_text_only": 420, "length_tokens_trainable_only": 299, "length_images": 1, "iqa_live_mean": 0.3693048111116043, "iqa_live_min": 0.3693048111116043, "iqa_live_max": 0.3693048111116043, "iqa_csiq_mean": 0.49725764989852905, "iqa_csiq_min": 0.49725764989852905, "iqa_csiq_max": 0.49725764989852905, "iqa_tid2013_mean": 0.34812741809421116, "iqa_tid2013_min": 0.34812741809421116, "iqa_tid2013_max": 0.34812741809421116, "iqa_kadid10k_mean": 0.3690185546875, "iqa_kadid10k_min": 0.3690185546875, "iqa_kadid10k_max": 0.3690185546875, "iqa_flive_mean": 0.6013938826744003, "iqa_flive_min": 0.6013938826744003, "iqa_flive_max": 0.6013938826744003, "iqa_spaq_mean": 0.2184802739307134, "iqa_spaq_min": 0.2184802739307134, "iqa_spaq_max": 0.2184802739307134, "iqa_clive_mean": 0.32459116463709364, "iqa_clive_min": 0.32459116463709364, "iqa_clive_max": 0.32459116463709364, "iqa_koniq10k_mean": 0.6383475872001263, "iqa_koniq10k_min": 0.6383475872001263, "iqa_koniq10k_max": 0.6383475872001263, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999982501 }, { "lang": "la", "score": 1.7498570391048211e-12 }, { "lang": "tl", "score": 1.4643551168722653e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8219708204269409 }, { "lang": "ru", "score": 0.00860271230340004 }, { "lang": "vi", "score": 0.006875160615891218 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3693048111116043, "iqa_v2_live_min": 0.3693048111116043, "iqa_v2_live_max": 0.3693048111116043, "iqa_v2_csiq_mean": 0.49725764989852905, "iqa_v2_csiq_min": 0.49725764989852905, "iqa_v2_csiq_max": 0.49725764989852905, "iqa_v2_tid2013_mean": 0.34812741809421116, "iqa_v2_tid2013_min": 0.34812741809421116, "iqa_v2_tid2013_max": 0.34812741809421116, "iqa_v2_kadid10k_mean": 0.3690185546875, "iqa_v2_kadid10k_min": 0.3690185546875, "iqa_v2_kadid10k_max": 0.3690185546875, "iqa_v2_flive_mean": 0.6013938826744003, "iqa_v2_flive_min": 0.6013938826744003, "iqa_v2_flive_max": 0.6013938826744003, "iqa_v2_spaq_mean": 0.2184802739307134, "iqa_v2_spaq_min": 0.2184802739307134, "iqa_v2_spaq_max": 0.2184802739307134, "iqa_v2_clive_mean": 0.32459116463709364, "iqa_v2_clive_min": 0.32459116463709364, "iqa_v2_clive_max": 0.32459116463709364, "iqa_v2_koniq10k_mean": 0.6383475872001263, "iqa_v2_koniq10k_min": 0.6383475872001263, "iqa_v2_koniq10k_max": 0.6383475872001263, "imdecont": { "jpg": 0.5329872965812683 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5329872965812683, "imdecont_mean": 0.5329872965812683, "imdecont_min": 0.5329872965812683, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.34375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.34375, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.34375, "clip_score_dfn_public_prev_turn_only_min": 2.26953125, "clip_score_dfn_public_prev_turn_only_mean": 2.26953125, "clip_score_dfn_public_prev_turn_only_max": 2.26953125, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.53125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.53125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.53125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.578125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.578125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.578125, "clip_score_clip_vitl14_224_next_turn_only_min": 26.125, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.125, "clip_score_clip_vitl14_224_next_turn_only_max": 26.125, "clip_score_dfn_public_next_turn_only_min": 2.240234375, "clip_score_dfn_public_next_turn_only_mean": 2.240234375, "clip_score_dfn_public_next_turn_only_max": 2.240234375, "clip_score_siglip2_b16_224_next_turn_only_min": 1.109375, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.109375, "clip_score_siglip2_b16_224_next_turn_only_max": 1.109375, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.921875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.921875, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.34375, "clip_score_dfn_public_prev_and_next_turn_min": 2.26953125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.26953125, "clip_score_dfn_public_prev_and_next_turn_max": 2.26953125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.203125, "im_height": { "jpg": 2218 }, "im_height_mean": 2218.0, "im_height_min": 2218, "im_height_max": 2218, "im_width": { "jpg": 3180 }, "im_width_mean": 3180.0, "im_width_min": 3180, "im_width_max": 3180, "im_ar": { "jpg": 1.4337 }, "im_ar_mean": 1.4337, "im_ar_min": 1.4337, "im_ar_max": 1.4337, "im_kilobytes": { "jpg": 20663.79 }, "im_kilobytes_mean": 20663.79, "im_kilobytes_min": 20663.79, "im_kilobytes_max": 20663.79, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 149.73 }, "im_clarity_mean": 149.73, "im_clarity_min": 149.73, "im_clarity_max": 149.73, "im_luma": { "jpg": 238.77 }, "im_luma_mean": 238.77, "im_luma_min": 238.77, "im_luma_max": 238.77, "im_saturation": { "jpg": 31.45 }, "im_saturation_mean": 31.45, "im_saturation_min": 31.45, "im_saturation_max": 31.45, "im_entropy": { "jpg": 1.82 }, "im_entropy_mean": 1.82, "im_entropy_min": 1.82, "im_entropy_max": 1.82, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999982501, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.7498570391048211e-12, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.4643551168722653e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8219708204269409, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.00860271230340004, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.006875160615891218, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.995372474193573, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6429991126060486, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999782145023346, "text_quality_nvidia_edu_nemotron4_score": 2.1953125, "text_quality_nvidia_edu_mixtral_score": 2.123046875, "text_quality_dclmbaseline_fasttext_score": 0.9992520809173584, "text_quality_dolma3_fasttext_score": 0.9923878908157349, "custom_fasttext_val_fasttext_score": 0.0016883611679077148, "custom_fasttext_core_fasttext_score": 4.124641418457031e-05, "custom_fasttext_val_clean_fasttext_score": 0.004572272300720215, "custom_fasttext_core_clean_fasttext_score": 0.00015354156494140625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.2578125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1171875, "within_sample_repetition_detection": 6.0 }, "222": { "detoxify": 1, "length_chars": 572, "length_tokens": 2836, "length_tokens_text_only": 276, "length_tokens_trainable_only": 157, "length_images": 1, "iqa_live_mean": 0.25022333318536927, "iqa_live_min": 0.25022333318536927, "iqa_live_max": 0.25022333318536927, "iqa_csiq_mean": 0.35168880224227905, "iqa_csiq_min": 0.35168880224227905, "iqa_csiq_max": 0.35168880224227905, "iqa_tid2013_mean": 0.23853540420532227, "iqa_tid2013_min": 0.23853540420532227, "iqa_tid2013_max": 0.23853540420532227, "iqa_kadid10k_mean": 0.0211181640625, "iqa_kadid10k_min": 0.0211181640625, "iqa_kadid10k_max": 0.0211181640625, "iqa_flive_mean": 0.524728794290562, "iqa_flive_min": 0.524728794290562, "iqa_flive_max": 0.524728794290562, "iqa_spaq_mean": 0.12267850625394572, "iqa_spaq_min": 0.12267850625394572, "iqa_spaq_max": 0.12267850625394572, "iqa_clive_mean": 0.35757727574820475, "iqa_clive_min": 0.35757727574820475, "iqa_clive_max": 0.35757727574820475, "iqa_koniq10k_mean": 0.5259738883586845, "iqa_koniq10k_min": 0.5259738883586845, "iqa_koniq10k_max": 0.5259738883586845, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999928437 }, { "lang": "la", "score": 7.15551063511863e-12 }, { "lang": "eo", "score": 6.593201368328888e-16 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.812561571598053 }, { "lang": "es", "score": 0.011572119779884815 }, { "lang": "ru", "score": 0.009166456758975983 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.25022333318536927, "iqa_v2_live_min": 0.25022333318536927, "iqa_v2_live_max": 0.25022333318536927, "iqa_v2_csiq_mean": 0.35168880224227905, "iqa_v2_csiq_min": 0.35168880224227905, "iqa_v2_csiq_max": 0.35168880224227905, "iqa_v2_tid2013_mean": 0.23853540420532227, "iqa_v2_tid2013_min": 0.23853540420532227, "iqa_v2_tid2013_max": 0.23853540420532227, "iqa_v2_kadid10k_mean": 0.0211181640625, "iqa_v2_kadid10k_min": 0.0211181640625, "iqa_v2_kadid10k_max": 0.0211181640625, "iqa_v2_flive_mean": 0.524728794290562, "iqa_v2_flive_min": 0.524728794290562, "iqa_v2_flive_max": 0.524728794290562, "iqa_v2_spaq_mean": 0.12267850625394572, "iqa_v2_spaq_min": 0.12267850625394572, "iqa_v2_spaq_max": 0.12267850625394572, "iqa_v2_clive_mean": 0.3576561898896189, "iqa_v2_clive_min": 0.3576561898896189, "iqa_v2_clive_max": 0.3576561898896189, "iqa_v2_koniq10k_mean": 0.5259738883586845, "iqa_v2_koniq10k_min": 0.5259738883586845, "iqa_v2_koniq10k_max": 0.5259738883586845, "imdecont": { "jpg": 0.6220881938934326 }, "imdecont_image_match": { "jpg": 145933 }, "imdecont_max": 0.6220881938934326, "imdecont_mean": 0.6220881938934326, "imdecont_min": 0.6220881938934326, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.265625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.265625, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.265625, "clip_score_dfn_public_prev_turn_only_min": 2.763671875, "clip_score_dfn_public_prev_turn_only_mean": 2.763671875, "clip_score_dfn_public_prev_turn_only_max": 2.763671875, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.171875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.171875, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.171875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.546875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.546875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.546875, "clip_score_clip_vitl14_224_next_turn_only_min": 21.234375, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.234375, "clip_score_clip_vitl14_224_next_turn_only_max": 21.234375, "clip_score_dfn_public_next_turn_only_min": 2.568359375, "clip_score_dfn_public_next_turn_only_mean": 2.568359375, "clip_score_dfn_public_next_turn_only_max": 2.568359375, "clip_score_siglip2_b16_224_next_turn_only_min": -0.375, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.375, "clip_score_siglip2_b16_224_next_turn_only_max": -0.375, "clip_score_longclip_vitl14_224_next_turn_only_min": 18.765625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 18.765625, "clip_score_longclip_vitl14_224_next_turn_only_max": 18.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 19.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 19.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 19.46875, "clip_score_dfn_public_prev_and_next_turn_min": 2.869140625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.869140625, "clip_score_dfn_public_prev_and_next_turn_max": 2.869140625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 18.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 18.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 18.328125, "im_height": { "jpg": 1859 }, "im_height_mean": 1859.0, "im_height_min": 1859, "im_height_max": 1859, "im_width": { "jpg": 2006 }, "im_width_mean": 2006.0, "im_width_min": 2006, "im_width_max": 2006, "im_ar": { "jpg": 1.0791 }, "im_ar_mean": 1.0791, "im_ar_min": 1.0791, "im_ar_max": 1.0791, "im_kilobytes": { "jpg": 10925.26 }, "im_kilobytes_mean": 10925.26, "im_kilobytes_min": 10925.26, "im_kilobytes_max": 10925.26, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 158.27 }, "im_clarity_mean": 158.27, "im_clarity_min": 158.27, "im_clarity_max": 158.27, "im_luma": { "jpg": 163.21 }, "im_luma_mean": 163.21, "im_luma_min": 163.21, "im_luma_max": 163.21, "im_saturation": { "jpg": 130.31 }, "im_saturation_mean": 130.31, "im_saturation_min": 130.31, "im_saturation_max": 130.31, "im_entropy": { "jpg": 0.89 }, "im_entropy_mean": 0.89, "im_entropy_min": 0.89, "im_entropy_max": 0.89, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999928437, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 7.15551063511863e-12, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 6.593201368328888e-16, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.812561571598053, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.011572119779884815, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.009166456758975983, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9891712069511414, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7007584571838379, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997089505195618, "text_quality_nvidia_edu_nemotron4_score": 1.958984375, "text_quality_nvidia_edu_mixtral_score": 1.70703125, "text_quality_dclmbaseline_fasttext_score": 0.9999805688858032, "text_quality_dolma3_fasttext_score": 0.9995155334472656, "custom_fasttext_val_fasttext_score": 0.005177974700927734, "custom_fasttext_core_fasttext_score": 0.0001761317253112793, "custom_fasttext_val_clean_fasttext_score": 0.005929291248321533, "custom_fasttext_core_clean_fasttext_score": 0.0015249252319335938, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.5703125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.703125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1328125, "within_sample_repetition_detection": 7.0 }, "227": { "detoxify": 1, "length_chars": 823, "length_tokens": 3645, "length_tokens_text_only": 317, "length_tokens_trainable_only": 211, "length_images": 1, "iqa_live_mean": 0.3623603281348642, "iqa_live_min": 0.3623603281348642, "iqa_live_max": 0.3623603281348642, "iqa_csiq_mean": 0.544376790523529, "iqa_csiq_min": 0.544376790523529, "iqa_csiq_max": 0.544376790523529, "iqa_tid2013_mean": 0.28226370281643337, "iqa_tid2013_min": 0.28226370281643337, "iqa_tid2013_max": 0.28226370281643337, "iqa_kadid10k_mean": 0.1500244140625, "iqa_kadid10k_min": 0.1500244140625, "iqa_kadid10k_max": 0.1500244140625, "iqa_flive_mean": 0.6396598430595013, "iqa_flive_min": 0.6396598430595013, "iqa_flive_max": 0.6396598430595013, "iqa_spaq_mean": 0.4415310946377841, "iqa_spaq_min": 0.4415310946377841, "iqa_spaq_max": 0.4415310946377841, "iqa_clive_mean": 0.4511299903946694, "iqa_clive_min": 0.4511299903946694, "iqa_clive_max": 0.4511299903946694, "iqa_koniq10k_mean": 0.6231961105809067, "iqa_koniq10k_min": 0.6231961105809067, "iqa_koniq10k_max": 0.6231961105809067, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999963675 }, { "lang": "la", "score": 3.6326011176907554e-12 }, { "lang": "eo", "score": 5.297606165572578e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.857122540473938 }, { "lang": "vi", "score": 0.006714389659464359 }, { "lang": "ru", "score": 0.0059399716556072235 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3623603281348642, "iqa_v2_live_min": 0.3623603281348642, "iqa_v2_live_max": 0.3623603281348642, "iqa_v2_csiq_mean": 0.544376790523529, "iqa_v2_csiq_min": 0.544376790523529, "iqa_v2_csiq_max": 0.544376790523529, "iqa_v2_tid2013_mean": 0.28226370281643337, "iqa_v2_tid2013_min": 0.28226370281643337, "iqa_v2_tid2013_max": 0.28226370281643337, "iqa_v2_kadid10k_mean": 0.1500244140625, "iqa_v2_kadid10k_min": 0.1500244140625, "iqa_v2_kadid10k_max": 0.1500244140625, "iqa_v2_flive_mean": 0.6396598430595013, "iqa_v2_flive_min": 0.6396598430595013, "iqa_v2_flive_max": 0.6396598430595013, "iqa_v2_spaq_mean": 0.4415310946377841, "iqa_v2_spaq_min": 0.4415310946377841, "iqa_v2_spaq_max": 0.4415310946377841, "iqa_v2_clive_mean": 0.4511299903946694, "iqa_v2_clive_min": 0.4511299903946694, "iqa_v2_clive_max": 0.4511299903946694, "iqa_v2_koniq10k_mean": 0.6231961105809067, "iqa_v2_koniq10k_min": 0.6231961105809067, "iqa_v2_koniq10k_max": 0.6231961105809067, "imdecont": { "jpg": 0.46581172943115234 }, "imdecont_image_match": { "jpg": 206611 }, "imdecont_max": 0.46581172943115234, "imdecont_mean": 0.46581172943115234, "imdecont_min": 0.46581172943115234, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.703125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.703125, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.703125, "clip_score_dfn_public_prev_turn_only_min": 2.83984375, "clip_score_dfn_public_prev_turn_only_mean": 2.83984375, "clip_score_dfn_public_prev_turn_only_max": 2.83984375, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.96875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.96875, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.96875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.34375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.34375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.34375, "clip_score_clip_vitl14_224_next_turn_only_min": 30.25, "clip_score_clip_vitl14_224_next_turn_only_mean": 30.25, "clip_score_clip_vitl14_224_next_turn_only_max": 30.25, "clip_score_dfn_public_next_turn_only_min": 3.494140625, "clip_score_dfn_public_next_turn_only_mean": 3.494140625, "clip_score_dfn_public_next_turn_only_max": 3.494140625, "clip_score_siglip2_b16_224_next_turn_only_min": 4.484375, "clip_score_siglip2_b16_224_next_turn_only_mean": 4.484375, "clip_score_siglip2_b16_224_next_turn_only_max": 4.484375, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.578125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.578125, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.578125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.515625, "clip_score_dfn_public_prev_and_next_turn_min": 3.5234375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.5234375, "clip_score_dfn_public_prev_and_next_turn_max": 3.5234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.421875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.421875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.359375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.359375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.359375, "im_height": { "jpg": 2533 }, "im_height_mean": 2533.0, "im_height_min": 2533, "im_height_max": 2533, "im_width": { "jpg": 843 }, "im_width_mean": 843.0, "im_width_min": 843, "im_width_max": 843, "im_ar": { "jpg": 0.3328 }, "im_ar_mean": 0.3328, "im_ar_min": 0.3328, "im_ar_max": 0.3328, "im_kilobytes": { "jpg": 6255.82 }, "im_kilobytes_mean": 6255.82, "im_kilobytes_min": 6255.82, "im_kilobytes_max": 6255.82, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 294.25 }, "im_clarity_mean": 294.25, "im_clarity_min": 294.25, "im_clarity_max": 294.25, "im_luma": { "jpg": 170.57 }, "im_luma_mean": 170.57, "im_luma_min": 170.57, "im_luma_max": 170.57, "im_saturation": { "jpg": 111.3 }, "im_saturation_mean": 111.3, "im_saturation_min": 111.3, "im_saturation_max": 111.3, "im_entropy": { "jpg": 1.91 }, "im_entropy_mean": 1.91, "im_entropy_min": 1.91, "im_entropy_max": 1.91, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999963675, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.6326011176907554e-12, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 5.297606165572578e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.857122540473938, "language_detection_annotation_nllb_1_lan": "vi", "language_detection_annotation_nllb_1_score": 0.006714389659464359, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.0059399716556072235, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9869906306266785, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.879591703414917, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9992753863334656, "text_quality_nvidia_edu_nemotron4_score": 2.080078125, "text_quality_nvidia_edu_mixtral_score": 2.5390625, "text_quality_dclmbaseline_fasttext_score": 0.9999890327453613, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0006883144378662109, "custom_fasttext_core_fasttext_score": 5.543231964111328e-05, "custom_fasttext_val_clean_fasttext_score": 0.00439530611038208, "custom_fasttext_core_clean_fasttext_score": 0.00043016672134399414, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.1640625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.1640625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 4.0 }, "231": { "detoxify": 1, "length_chars": 409, "length_tokens": 1971, "length_tokens_text_only": 179, "length_tokens_trainable_only": 97, "length_images": 1, "iqa_live_mean": 0.5569626393944326, "iqa_live_min": 0.5569626393944326, "iqa_live_max": 0.5569626393944326, "iqa_csiq_mean": 0.688053548336029, "iqa_csiq_min": 0.688053548336029, "iqa_csiq_max": 0.688053548336029, "iqa_tid2013_mean": 0.4467059771219889, "iqa_tid2013_min": 0.4467059771219889, "iqa_tid2013_max": 0.4467059771219889, "iqa_kadid10k_mean": 0.52386474609375, "iqa_kadid10k_min": 0.52386474609375, "iqa_kadid10k_max": 0.52386474609375, "iqa_flive_mean": 0.7128995644925822, "iqa_flive_min": 0.7128995644925822, "iqa_flive_max": 0.7128995644925822, "iqa_spaq_mean": 0.34758380928424876, "iqa_spaq_min": 0.34758380928424876, "iqa_spaq_max": 0.34758380928424876, "iqa_clive_mean": 0.3562357353441643, "iqa_clive_min": 0.3562357353441643, "iqa_clive_max": 0.3562357353441643, "iqa_koniq10k_mean": 0.6228804540152502, "iqa_koniq10k_min": 0.6228804540152502, "iqa_koniq10k_max": 0.6228804540152502, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999937 }, { "lang": "la", "score": 6.3100507806829444e-15 }, { "lang": "eo", "score": 1.0926008944814982e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8772205710411072 }, { "lang": "id", "score": 0.004479026887565851 }, { "lang": "ru", "score": 0.004441050346940756 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5569429108590791, "iqa_v2_live_min": 0.5569429108590791, "iqa_v2_live_max": 0.5569429108590791, "iqa_v2_csiq_mean": 0.688053548336029, "iqa_v2_csiq_min": 0.688053548336029, "iqa_v2_csiq_max": 0.688053548336029, "iqa_v2_tid2013_mean": 0.4466788503858778, "iqa_v2_tid2013_min": 0.4466788503858778, "iqa_v2_tid2013_max": 0.4466788503858778, "iqa_v2_kadid10k_mean": 0.52392578125, "iqa_v2_kadid10k_min": 0.52392578125, "iqa_v2_kadid10k_max": 0.52392578125, "iqa_v2_flive_mean": 0.7128995644925822, "iqa_v2_flive_min": 0.7128995644925822, "iqa_v2_flive_max": 0.7128995644925822, "iqa_v2_spaq_mean": 0.34758380928424876, "iqa_v2_spaq_min": 0.34758380928424876, "iqa_v2_spaq_max": 0.34758380928424876, "iqa_v2_clive_mean": 0.3562357353441643, "iqa_v2_clive_min": 0.3562357353441643, "iqa_v2_clive_max": 0.3562357353441643, "iqa_v2_koniq10k_mean": 0.6228804540152502, "iqa_v2_koniq10k_min": 0.6228804540152502, "iqa_v2_koniq10k_max": 0.6228804540152502, "imdecont": { "jpg": 0.5721521377563477 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.5721521377563477, "imdecont_mean": 0.5721521377563477, "imdecont_min": 0.5721521377563477, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.46875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.46875, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.46875, "clip_score_dfn_public_prev_turn_only_min": 3.83984375, "clip_score_dfn_public_prev_turn_only_mean": 3.83984375, "clip_score_dfn_public_prev_turn_only_max": 3.83984375, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.796875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.796875, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.796875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 31.328125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 31.328125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 31.328125, "clip_score_clip_vitl14_224_next_turn_only_min": 31.078125, "clip_score_clip_vitl14_224_next_turn_only_mean": 31.078125, "clip_score_clip_vitl14_224_next_turn_only_max": 31.078125, "clip_score_dfn_public_next_turn_only_min": 4.4375, "clip_score_dfn_public_next_turn_only_mean": 4.4375, "clip_score_dfn_public_next_turn_only_max": 4.4375, "clip_score_siglip2_b16_224_next_turn_only_min": 6.203125, "clip_score_siglip2_b16_224_next_turn_only_mean": 6.203125, "clip_score_siglip2_b16_224_next_turn_only_max": 6.203125, "clip_score_longclip_vitl14_224_next_turn_only_min": 28.296875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 28.296875, "clip_score_longclip_vitl14_224_next_turn_only_max": 28.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.0, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.0, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.0, "clip_score_dfn_public_prev_and_next_turn_min": 5.24609375, "clip_score_dfn_public_prev_and_next_turn_mean": 5.24609375, "clip_score_dfn_public_prev_and_next_turn_max": 5.24609375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.265625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.265625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.296875, "im_height": { "jpg": 1634 }, "im_height_mean": 1634.0, "im_height_min": 1634, "im_height_max": 1634, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.661 }, "im_ar_mean": 0.661, "im_ar_min": 0.661, "im_ar_max": 0.661, "im_kilobytes": { "jpg": 5170.08 }, "im_kilobytes_mean": 5170.08, "im_kilobytes_min": 5170.08, "im_kilobytes_max": 5170.08, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 280.15 }, "im_clarity_mean": 280.15, "im_clarity_min": 280.15, "im_clarity_max": 280.15, "im_luma": { "jpg": 244.43 }, "im_luma_mean": 244.43, "im_luma_min": 244.43, "im_luma_max": 244.43, "im_saturation": { "jpg": 64.74 }, "im_saturation_mean": 64.74, "im_saturation_min": 64.74, "im_saturation_max": 64.74, "im_entropy": { "jpg": 1.46 }, "im_entropy_mean": 1.46, "im_entropy_min": 1.46, "im_entropy_max": 1.46, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999937, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 6.3100507806829444e-15, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.0926008944814982e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8772205710411072, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.004479026887565851, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.004441050346940756, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9846333265304565, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8886852860450745, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999002993106842, "text_quality_nvidia_edu_nemotron4_score": 2.41796875, "text_quality_nvidia_edu_mixtral_score": 2.1875, "text_quality_dclmbaseline_fasttext_score": 0.9944030046463013, "text_quality_dolma3_fasttext_score": 0.9744532704353333, "custom_fasttext_val_fasttext_score": 0.0014483928680419922, "custom_fasttext_core_fasttext_score": 0.00026851892471313477, "custom_fasttext_val_clean_fasttext_score": 0.002087116241455078, "custom_fasttext_core_clean_fasttext_score": 0.0008924007415771484, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.8203125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.8203125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 8.0 }, "238": { "detoxify": 1, "length_chars": 949, "length_tokens": 2162, "length_tokens_text_only": 370, "length_tokens_trainable_only": 266, "length_images": 1, "iqa_live_mean": 0.3839039272732204, "iqa_live_min": 0.3839039272732204, "iqa_live_max": 0.3839039272732204, "iqa_csiq_mean": 0.501224935054779, "iqa_csiq_min": 0.501224935054779, "iqa_csiq_max": 0.501224935054779, "iqa_tid2013_mean": 0.29398245281643337, "iqa_tid2013_min": 0.29398245281643337, "iqa_tid2013_max": 0.29398245281643337, "iqa_kadid10k_mean": 0.3641357421875, "iqa_kadid10k_min": 0.3641357421875, "iqa_kadid10k_max": 0.3641357421875, "iqa_flive_mean": 0.5886492488360164, "iqa_flive_min": 0.5886492488360164, "iqa_flive_max": 0.5886492488360164, "iqa_spaq_mean": 0.24294365776909724, "iqa_spaq_min": 0.24294365776909724, "iqa_spaq_max": 0.24294365776909724, "iqa_clive_mean": 0.333192806051235, "iqa_clive_min": 0.333192806051235, "iqa_clive_max": 0.333192806051235, "iqa_koniq10k_mean": 0.6492377387152778, "iqa_koniq10k_min": 0.6492377387152778, "iqa_koniq10k_max": 0.6492377387152778, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.99999999999853 }, { "lang": "la", "score": 1.470026593037403e-12 }, { "lang": "eo", "score": 2.7008868603071775e-25 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8433575630187988 }, { "lang": "ru", "score": 0.007023174315690994 }, { "lang": "tr", "score": 0.0069328309036791325 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3839039272732204, "iqa_v2_live_min": 0.3839039272732204, "iqa_v2_live_max": 0.3839039272732204, "iqa_v2_csiq_mean": 0.501224935054779, "iqa_v2_csiq_min": 0.501224935054779, "iqa_v2_csiq_max": 0.501224935054779, "iqa_v2_tid2013_mean": 0.29398245281643337, "iqa_v2_tid2013_min": 0.29398245281643337, "iqa_v2_tid2013_max": 0.29398245281643337, "iqa_v2_kadid10k_mean": 0.3641357421875, "iqa_v2_kadid10k_min": 0.3641357421875, "iqa_v2_kadid10k_max": 0.3641357421875, "iqa_v2_flive_mean": 0.5886492488360164, "iqa_v2_flive_min": 0.5886492488360164, "iqa_v2_flive_max": 0.5886492488360164, "iqa_v2_spaq_mean": 0.24294365776909724, "iqa_v2_spaq_min": 0.24294365776909724, "iqa_v2_spaq_max": 0.24294365776909724, "iqa_v2_clive_mean": 0.333192806051235, "iqa_v2_clive_min": 0.333192806051235, "iqa_v2_clive_max": 0.333192806051235, "iqa_v2_koniq10k_mean": 0.6492377387152778, "iqa_v2_koniq10k_min": 0.6492377387152778, "iqa_v2_koniq10k_max": 0.6492377387152778, "imdecont": { "jpg": 0.4620530605316162 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.4620530605316162, "imdecont_mean": 0.4620530605316162, "imdecont_min": 0.4620530605316162, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.140625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.140625, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.140625, "clip_score_dfn_public_prev_turn_only_min": 3.41015625, "clip_score_dfn_public_prev_turn_only_mean": 3.41015625, "clip_score_dfn_public_prev_turn_only_max": 3.41015625, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.125, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.109375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.109375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.109375, "clip_score_clip_vitl14_224_next_turn_only_min": 23.8125, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.8125, "clip_score_clip_vitl14_224_next_turn_only_max": 23.8125, "clip_score_dfn_public_next_turn_only_min": 3.267578125, "clip_score_dfn_public_next_turn_only_mean": 3.267578125, "clip_score_dfn_public_next_turn_only_max": 3.267578125, "clip_score_siglip2_b16_224_next_turn_only_min": 0.984375, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.984375, "clip_score_siglip2_b16_224_next_turn_only_max": 0.984375, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.734375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.734375, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.078125, "clip_score_dfn_public_prev_and_next_turn_min": 4.09375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.09375, "clip_score_dfn_public_prev_and_next_turn_max": 4.09375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.765625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.765625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.6875, "im_height": { "jpg": 3748 }, "im_height_mean": 3748.0, "im_height_min": 3748, "im_height_max": 3748, "im_width": { "jpg": 2232 }, "im_width_mean": 2232.0, "im_width_min": 2232, "im_width_max": 2232, "im_ar": { "jpg": 0.5955 }, "im_ar_mean": 0.5955, "im_ar_min": 0.5955, "im_ar_max": 0.5955, "im_kilobytes": { "jpg": 24508.41 }, "im_kilobytes_mean": 24508.41, "im_kilobytes_min": 24508.41, "im_kilobytes_max": 24508.41, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 117.38 }, "im_clarity_mean": 117.38, "im_clarity_min": 117.38, "im_clarity_max": 117.38, "im_luma": { "jpg": 236.4 }, "im_luma_mean": 236.4, "im_luma_min": 236.4, "im_luma_max": 236.4, "im_saturation": { "jpg": 20.62 }, "im_saturation_mean": 20.62, "im_saturation_min": 20.62, "im_saturation_max": 20.62, "im_entropy": { "jpg": 1.56 }, "im_entropy_mean": 1.56, "im_entropy_min": 1.56, "im_entropy_max": 1.56, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.99999999999853, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.470026593037403e-12, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 2.7008868603071775e-25, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8433575630187988, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007023174315690994, "language_detection_annotation_nllb_2_lan": "tr", "language_detection_annotation_nllb_2_score": 0.0069328309036791325, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.988261878490448, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.48526930809020996, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997106194496155, "text_quality_nvidia_edu_nemotron4_score": 2.115234375, "text_quality_nvidia_edu_mixtral_score": 2.212890625, "text_quality_dclmbaseline_fasttext_score": 0.9862823486328125, "text_quality_dolma3_fasttext_score": 0.9932264685630798, "custom_fasttext_val_fasttext_score": 0.0005388855934143066, "custom_fasttext_core_fasttext_score": 8.106231689453125e-06, "custom_fasttext_val_clean_fasttext_score": 0.006094992160797119, "custom_fasttext_core_clean_fasttext_score": 0.00042825937271118164, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.21875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.09375, "within_sample_repetition_detection": 8.0 }, "234": { "detoxify": 1, "length_chars": 382, "length_tokens": 3482, "length_tokens_text_only": 154, "length_tokens_trainable_only": 71, "length_images": 1, "iqa_live_mean": 0.27200363621567225, "iqa_live_min": 0.27200363621567225, "iqa_live_max": 0.27200363621567225, "iqa_csiq_mean": 0.45009273290634155, "iqa_csiq_min": 0.45009273290634155, "iqa_csiq_max": 0.45009273290634155, "iqa_tid2013_mean": 0.24656491809421113, "iqa_tid2013_min": 0.24656491809421113, "iqa_tid2013_max": 0.24656491809421113, "iqa_kadid10k_mean": 0.0426025390625, "iqa_kadid10k_min": 0.0426025390625, "iqa_kadid10k_max": 0.0426025390625, "iqa_flive_mean": 0.5836382008562185, "iqa_flive_min": 0.5836382008562185, "iqa_flive_max": 0.5836382008562185, "iqa_spaq_mean": 0.325961334536774, "iqa_spaq_min": 0.325961334536774, "iqa_spaq_max": 0.325961334536774, "iqa_clive_mean": 0.3885905333239623, "iqa_clive_min": 0.3885905333239623, "iqa_clive_max": 0.3885905333239623, "iqa_koniq10k_mean": 0.536864039873836, "iqa_koniq10k_min": 0.536864039873836, "iqa_koniq10k_max": 0.536864039873836, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999948 }, { "lang": "la", "score": 4.897933972029039e-15 }, { "lang": "es", "score": 2.142809788094341e-16 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8796931505203247 }, { "lang": "nl", "score": 0.006144309416413307 }, { "lang": "id", "score": 0.005983793642371893 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.27200363621567225, "iqa_v2_live_min": 0.27200363621567225, "iqa_v2_live_max": 0.27200363621567225, "iqa_v2_csiq_mean": 0.45009273290634155, "iqa_v2_csiq_min": 0.45009273290634155, "iqa_v2_csiq_max": 0.45009273290634155, "iqa_v2_tid2013_mean": 0.24656491809421113, "iqa_v2_tid2013_min": 0.24656491809421113, "iqa_v2_tid2013_max": 0.24656491809421113, "iqa_v2_kadid10k_mean": 0.0426025390625, "iqa_v2_kadid10k_min": 0.0426025390625, "iqa_v2_kadid10k_max": 0.0426025390625, "iqa_v2_flive_mean": 0.5836776579269256, "iqa_v2_flive_min": 0.5836776579269256, "iqa_v2_flive_max": 0.5836776579269256, "iqa_v2_spaq_mean": 0.3258035062539457, "iqa_v2_spaq_min": 0.3258035062539457, "iqa_v2_spaq_max": 0.3258035062539457, "iqa_v2_clive_mean": 0.38866944746537646, "iqa_v2_clive_min": 0.38866944746537646, "iqa_v2_clive_max": 0.38866944746537646, "iqa_v2_koniq10k_mean": 0.536864039873836, "iqa_v2_koniq10k_min": 0.536864039873836, "iqa_v2_koniq10k_max": 0.536864039873836, "imdecont": { "jpg": 0.5289497971534729 }, "imdecont_image_match": { "jpg": 206566 }, "imdecont_max": 0.5289497971534729, "imdecont_mean": 0.5289497971534729, "imdecont_min": 0.5289497971534729, "clip_score_clip_vitl14_224_prev_turn_only_min": 32.53125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 32.53125, "clip_score_clip_vitl14_224_prev_turn_only_max": 32.53125, "clip_score_dfn_public_prev_turn_only_min": 4.21484375, "clip_score_dfn_public_prev_turn_only_mean": 4.21484375, "clip_score_dfn_public_prev_turn_only_max": 4.21484375, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.234375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.234375, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.234375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.375, "clip_score_clip_vitl14_224_next_turn_only_min": 29.6875, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.6875, "clip_score_clip_vitl14_224_next_turn_only_max": 29.6875, "clip_score_dfn_public_next_turn_only_min": 3.3046875, "clip_score_dfn_public_next_turn_only_mean": 3.3046875, "clip_score_dfn_public_next_turn_only_max": 3.3046875, "clip_score_siglip2_b16_224_next_turn_only_min": 5.03125, "clip_score_siglip2_b16_224_next_turn_only_mean": 5.03125, "clip_score_siglip2_b16_224_next_turn_only_max": 5.03125, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.296875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.296875, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 32.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 32.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 32.65625, "clip_score_dfn_public_prev_and_next_turn_min": 4.96875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.96875, "clip_score_dfn_public_prev_and_next_turn_max": 4.96875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.65625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.65625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.265625, "im_height": { "jpg": 1064 }, "im_height_mean": 1064.0, "im_height_min": 1064, "im_height_max": 1064, "im_width": { "jpg": 1316 }, "im_width_mean": 1316.0, "im_width_min": 1316, "im_width_max": 1316, "im_ar": { "jpg": 1.2368 }, "im_ar_mean": 1.2368, "im_ar_min": 1.2368, "im_ar_max": 1.2368, "im_kilobytes": { "jpg": 4102.22 }, "im_kilobytes_mean": 4102.22, "im_kilobytes_min": 4102.22, "im_kilobytes_max": 4102.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 284.72 }, "im_clarity_mean": 284.72, "im_clarity_min": 284.72, "im_clarity_max": 284.72, "im_luma": { "jpg": 203.35 }, "im_luma_mean": 203.35, "im_luma_min": 203.35, "im_luma_max": 203.35, "im_saturation": { "jpg": 121.78 }, "im_saturation_mean": 121.78, "im_saturation_min": 121.78, "im_saturation_max": 121.78, "im_entropy": { "jpg": 1.2 }, "im_entropy_mean": 1.2, "im_entropy_min": 1.2, "im_entropy_max": 1.2, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999948, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.897933972029039e-15, "language_detection_annotation_lingua_2_lan": "es", "language_detection_annotation_lingua_2_score": 2.142809788094341e-16, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8796931505203247, "language_detection_annotation_nllb_1_lan": "nl", "language_detection_annotation_nllb_1_score": 0.006144309416413307, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.005983793642371893, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9670713543891907, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8675925135612488, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9966159462928772, "text_quality_nvidia_edu_nemotron4_score": 2.43359375, "text_quality_nvidia_edu_mixtral_score": 2.458984375, "text_quality_dclmbaseline_fasttext_score": 0.8787022829055786, "text_quality_dolma3_fasttext_score": 0.999115526676178, "custom_fasttext_val_fasttext_score": 0.0008219480514526367, "custom_fasttext_core_fasttext_score": 1.9788742065429688e-05, "custom_fasttext_val_clean_fasttext_score": 0.0010268688201904297, "custom_fasttext_core_clean_fasttext_score": 0.0003178119659423828, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.265625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.265625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 7.0 }, "221": { "detoxify": 1, "length_chars": 490, "length_tokens": 3044, "length_tokens_text_only": 229, "length_tokens_trainable_only": 163, "length_images": 1, "iqa_live_mean": 0.5217176109853416, "iqa_live_min": 0.5217176109853416, "iqa_live_max": 0.5217176109853416, "iqa_csiq_mean": 0.679020345211029, "iqa_csiq_min": 0.679020345211029, "iqa_csiq_max": 0.679020345211029, "iqa_tid2013_mean": 0.4642569753858778, "iqa_tid2013_min": 0.4642569753858778, "iqa_tid2013_max": 0.4642569753858778, "iqa_kadid10k_mean": 0.416015625, "iqa_kadid10k_min": 0.416015625, "iqa_kadid10k_max": 0.416015625, "iqa_flive_mean": 0.6741724495935922, "iqa_flive_min": 0.6741724495935922, "iqa_flive_max": 0.6741724495935922, "iqa_spaq_mean": 0.5129385283499054, "iqa_spaq_min": 0.5129385283499054, "iqa_spaq_max": 0.5129385283499054, "iqa_clive_mean": 0.47232830163204315, "iqa_clive_min": 0.47232830163204315, "iqa_clive_max": 0.47232830163204315, "iqa_koniq10k_mean": 0.5730067166415128, "iqa_koniq10k_min": 0.5730067166415128, "iqa_koniq10k_max": 0.5730067166415128, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999949220816081 }, { "lang": "la", "score": 5.077913940125606e-06 }, { "lang": "de", "score": 4.411563352572326e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8266704678535461 }, { "lang": "fr", "score": 0.007399361580610275 }, { "lang": "ko", "score": 0.006598945707082748 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5217176109853416, "iqa_v2_live_min": 0.5217176109853416, "iqa_v2_live_max": 0.5217176109853416, "iqa_v2_csiq_mean": 0.679020345211029, "iqa_v2_csiq_min": 0.679020345211029, "iqa_v2_csiq_max": 0.679020345211029, "iqa_v2_tid2013_mean": 0.4642569753858778, "iqa_v2_tid2013_min": 0.4642569753858778, "iqa_v2_tid2013_max": 0.4642569753858778, "iqa_v2_kadid10k_mean": 0.416015625, "iqa_v2_kadid10k_min": 0.416015625, "iqa_v2_kadid10k_max": 0.416015625, "iqa_v2_flive_mean": 0.6741724495935922, "iqa_v2_flive_min": 0.6741724495935922, "iqa_v2_flive_max": 0.6741724495935922, "iqa_v2_spaq_mean": 0.5129385283499054, "iqa_v2_spaq_min": 0.5129385283499054, "iqa_v2_spaq_max": 0.5129385283499054, "iqa_v2_clive_mean": 0.47232830163204315, "iqa_v2_clive_min": 0.47232830163204315, "iqa_v2_clive_max": 0.47232830163204315, "iqa_v2_koniq10k_mean": 0.5730067166415128, "iqa_v2_koniq10k_min": 0.5730067166415128, "iqa_v2_koniq10k_max": 0.5730067166415128, "imdecont": { "jpg": 0.48265016078948975 }, "imdecont_image_match": { "jpg": 204613 }, "imdecont_max": 0.48265016078948975, "imdecont_mean": 0.48265016078948975, "imdecont_min": 0.48265016078948975, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.71875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.71875, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.71875, "clip_score_dfn_public_prev_turn_only_min": 0.90576171875, "clip_score_dfn_public_prev_turn_only_mean": 0.90576171875, "clip_score_dfn_public_prev_turn_only_max": 0.90576171875, "clip_score_siglip2_b16_224_prev_turn_only_min": -2.0078125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.0078125, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.0078125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.421875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.421875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.421875, "clip_score_clip_vitl14_224_next_turn_only_min": 29.640625, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.640625, "clip_score_clip_vitl14_224_next_turn_only_max": 29.640625, "clip_score_dfn_public_next_turn_only_min": 2.619140625, "clip_score_dfn_public_next_turn_only_mean": 2.619140625, "clip_score_dfn_public_next_turn_only_max": 2.619140625, "clip_score_siglip2_b16_224_next_turn_only_min": 3.03125, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.03125, "clip_score_siglip2_b16_224_next_turn_only_max": 3.03125, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.53125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.53125, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.53125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.8125, "clip_score_dfn_public_prev_and_next_turn_min": 2.5625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.5625, "clip_score_dfn_public_prev_and_next_turn_max": 2.5625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.8125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.8125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.8125, "im_height": { "jpg": 783 }, "im_height_mean": 783.0, "im_height_min": 783, "im_height_max": 783, "im_width": { "jpg": 2012 }, "im_width_mean": 2012.0, "im_width_min": 2012, "im_width_max": 2012, "im_ar": { "jpg": 2.5696 }, "im_ar_mean": 2.5696, "im_ar_min": 2.5696, "im_ar_max": 2.5696, "im_kilobytes": { "jpg": 4615.42 }, "im_kilobytes_mean": 4615.42, "im_kilobytes_min": 4615.42, "im_kilobytes_max": 4615.42, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 335.66 }, "im_clarity_mean": 335.66, "im_clarity_min": 335.66, "im_clarity_max": 335.66, "im_luma": { "jpg": 189.98 }, "im_luma_mean": 189.98, "im_luma_min": 189.98, "im_luma_max": 189.98, "im_saturation": { "jpg": 104.32 }, "im_saturation_mean": 104.32, "im_saturation_min": 104.32, "im_saturation_max": 104.32, "im_entropy": { "jpg": 2.21 }, "im_entropy_mean": 2.21, "im_entropy_min": 2.21, "im_entropy_max": 2.21, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999949220816081, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 5.077913940125606e-06, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 4.411563352572326e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8266704678535461, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.007399361580610275, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.006598945707082748, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9927306771278381, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.44599226117134094, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999721348285675, "text_quality_nvidia_edu_nemotron4_score": 2.357421875, "text_quality_nvidia_edu_mixtral_score": 2.099609375, "text_quality_dclmbaseline_fasttext_score": 0.9999386072158813, "text_quality_dolma3_fasttext_score": 0.9994041919708252, "custom_fasttext_val_fasttext_score": 0.0029906034469604492, "custom_fasttext_core_fasttext_score": 6.29425048828125e-05, "custom_fasttext_val_clean_fasttext_score": 0.010551154613494873, "custom_fasttext_core_clean_fasttext_score": 0.0018947720527648926, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.4609375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.4140625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.046875, "within_sample_repetition_detection": 8.0 }, "236": { "detoxify": 1, "length_chars": 692, "length_tokens": 2912, "length_tokens_text_only": 352, "length_tokens_trainable_only": 237, "length_images": 1, "iqa_live_mean": 0.5069606665408972, "iqa_live_min": 0.5069606665408972, "iqa_live_max": 0.5069606665408972, "iqa_csiq_mean": 0.637516438961029, "iqa_csiq_min": 0.637516438961029, "iqa_csiq_max": 0.637516438961029, "iqa_tid2013_mean": 0.41919946670532227, "iqa_tid2013_min": 0.41919946670532227, "iqa_tid2013_max": 0.41919946670532227, "iqa_kadid10k_mean": 0.4259033203125, "iqa_kadid10k_min": 0.4259033203125, "iqa_kadid10k_max": 0.4259033203125, "iqa_flive_mean": 0.679617525351168, "iqa_flive_min": 0.679617525351168, "iqa_flive_max": 0.679617525351168, "iqa_spaq_mean": 0.4369146173650569, "iqa_spaq_min": 0.4369146173650569, "iqa_spaq_max": 0.4369146173650569, "iqa_clive_mean": 0.39719217473810375, "iqa_clive_min": 0.39719217473810375, "iqa_clive_max": 0.39719217473810375, "iqa_koniq10k_mean": 0.6951657690183082, "iqa_koniq10k_min": 0.6951657690183082, "iqa_koniq10k_max": 0.6951657690183082, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.999999830118274 }, { "lang": "la", "score": 1.6988023667300698e-07 }, { "lang": "cy", "score": 8.293850720106546e-13 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8422538042068481 }, { "lang": "pt", "score": 0.006827482488006353 }, { "lang": "ru", "score": 0.00677579827606678 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5069606665408972, "iqa_v2_live_min": 0.5069606665408972, "iqa_v2_live_max": 0.5069606665408972, "iqa_v2_csiq_mean": 0.637516438961029, "iqa_v2_csiq_min": 0.637516438961029, "iqa_v2_csiq_max": 0.637516438961029, "iqa_v2_tid2013_mean": 0.41919946670532227, "iqa_v2_tid2013_min": 0.41919946670532227, "iqa_v2_tid2013_max": 0.41919946670532227, "iqa_v2_kadid10k_mean": 0.4259033203125, "iqa_v2_kadid10k_min": 0.4259033203125, "iqa_v2_kadid10k_max": 0.4259033203125, "iqa_v2_flive_mean": 0.679617525351168, "iqa_v2_flive_min": 0.679617525351168, "iqa_v2_flive_max": 0.679617525351168, "iqa_v2_spaq_mean": 0.4369146173650569, "iqa_v2_spaq_min": 0.4369146173650569, "iqa_v2_spaq_max": 0.4369146173650569, "iqa_v2_clive_mean": 0.39719217473810375, "iqa_v2_clive_min": 0.39719217473810375, "iqa_v2_clive_max": 0.39719217473810375, "iqa_v2_koniq10k_mean": 0.6951657690183082, "iqa_v2_koniq10k_min": 0.6951657690183082, "iqa_v2_koniq10k_max": 0.6951657690183082, "imdecont": { "jpg": 0.4826958179473877 }, "imdecont_image_match": { "jpg": 204629 }, "imdecont_max": 0.4826958179473877, "imdecont_mean": 0.4826958179473877, "imdecont_min": 0.4826958179473877, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.390625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.390625, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.390625, "clip_score_dfn_public_prev_turn_only_min": 4.06640625, "clip_score_dfn_public_prev_turn_only_mean": 4.06640625, "clip_score_dfn_public_prev_turn_only_max": 4.06640625, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.375, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.9375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.9375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.9375, "clip_score_clip_vitl14_224_next_turn_only_min": 28.15625, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.15625, "clip_score_clip_vitl14_224_next_turn_only_max": 28.15625, "clip_score_dfn_public_next_turn_only_min": 2.568359375, "clip_score_dfn_public_next_turn_only_mean": 2.568359375, "clip_score_dfn_public_next_turn_only_max": 2.568359375, "clip_score_siglip2_b16_224_next_turn_only_min": 2.96875, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.96875, "clip_score_siglip2_b16_224_next_turn_only_max": 2.96875, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.0, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.0, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.0, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.90625, "clip_score_dfn_public_prev_and_next_turn_min": 4.16015625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.16015625, "clip_score_dfn_public_prev_and_next_turn_max": 4.16015625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.765625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.765625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.484375, "im_height": { "jpg": 1225 }, "im_height_mean": 1225.0, "im_height_min": 1225, "im_height_max": 1225, "im_width": { "jpg": 1176 }, "im_width_mean": 1176.0, "im_width_min": 1176, "im_width_max": 1176, "im_ar": { "jpg": 0.96 }, "im_ar_mean": 0.96, "im_ar_min": 0.96, "im_ar_max": 0.96, "im_kilobytes": { "jpg": 4220.51 }, "im_kilobytes_mean": 4220.51, "im_kilobytes_min": 4220.51, "im_kilobytes_max": 4220.51, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 247.88 }, "im_clarity_mean": 247.88, "im_clarity_min": 247.88, "im_clarity_max": 247.88, "im_luma": { "jpg": 234.32 }, "im_luma_mean": 234.32, "im_luma_min": 234.32, "im_luma_max": 234.32, "im_saturation": { "jpg": 51.97 }, "im_saturation_mean": 51.97, "im_saturation_min": 51.97, "im_saturation_max": 51.97, "im_entropy": { "jpg": 1.68 }, "im_entropy_mean": 1.68, "im_entropy_min": 1.68, "im_entropy_max": 1.68, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.999999830118274, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.6988023667300698e-07, "language_detection_annotation_lingua_2_lan": "cy", "language_detection_annotation_lingua_2_score": 8.293850720106546e-13, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8422538042068481, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.006827482488006353, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.00677579827606678, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9926536083221436, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.4163522720336914, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996240139007568, "text_quality_nvidia_edu_nemotron4_score": 1.80859375, "text_quality_nvidia_edu_mixtral_score": 1.826171875, "text_quality_dclmbaseline_fasttext_score": 0.9999068975448608, "text_quality_dolma3_fasttext_score": 0.994474470615387, "custom_fasttext_val_fasttext_score": 0.002119898796081543, "custom_fasttext_core_fasttext_score": 0.00011360645294189453, "custom_fasttext_val_clean_fasttext_score": 0.006651461124420166, "custom_fasttext_core_clean_fasttext_score": 0.000781714916229248, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.203125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.015625, "within_sample_repetition_detection": 6.0 }, "244": { "detoxify": 1, "length_chars": 1347, "length_tokens": 3058, "length_tokens_text_only": 498, "length_tokens_trainable_only": 330, "length_images": 1, "iqa_live_mean": 0.4189418060610992, "iqa_live_min": 0.4189418060610992, "iqa_live_max": 0.4189418060610992, "iqa_csiq_mean": 0.573429524898529, "iqa_csiq_min": 0.573429524898529, "iqa_csiq_max": 0.573429524898529, "iqa_tid2013_mean": 0.3599546750386556, "iqa_tid2013_min": 0.3599546750386556, "iqa_tid2013_max": 0.3599546750386556, "iqa_kadid10k_mean": 0.4119873046875, "iqa_kadid10k_min": 0.4119873046875, "iqa_kadid10k_max": 0.4119873046875, "iqa_flive_mean": 0.6329151500355115, "iqa_flive_min": 0.6329151500355115, "iqa_flive_max": 0.6329151500355115, "iqa_spaq_mean": 0.3141242133246528, "iqa_spaq_min": 0.3141242133246528, "iqa_spaq_max": 0.3141242133246528, "iqa_clive_mean": 0.3361126292835583, "iqa_clive_min": 0.3361126292835583, "iqa_clive_max": 0.3361126292835583, "iqa_koniq10k_mean": 0.6411884962910354, "iqa_koniq10k_min": 0.6411884962910354, "iqa_koniq10k_max": 0.6411884962910354, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 2.1356031732961355e-24 }, { "lang": "tl", "score": 1.5892779013685655e-29 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.867311954498291 }, { "lang": "ru", "score": 0.006650971248745918 }, { "lang": "vi", "score": 0.004892829805612564 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4189418060610992, "iqa_v2_live_min": 0.4189418060610992, "iqa_v2_live_max": 0.4189418060610992, "iqa_v2_csiq_mean": 0.573429524898529, "iqa_v2_csiq_min": 0.573429524898529, "iqa_v2_csiq_max": 0.573429524898529, "iqa_v2_tid2013_mean": 0.3599546750386556, "iqa_v2_tid2013_min": 0.3599546750386556, "iqa_v2_tid2013_max": 0.3599546750386556, "iqa_v2_kadid10k_mean": 0.4119873046875, "iqa_v2_kadid10k_min": 0.4119873046875, "iqa_v2_kadid10k_max": 0.4119873046875, "iqa_v2_flive_mean": 0.6329151500355115, "iqa_v2_flive_min": 0.6329151500355115, "iqa_v2_flive_max": 0.6329151500355115, "iqa_v2_spaq_mean": 0.3141242133246528, "iqa_v2_spaq_min": 0.3141242133246528, "iqa_v2_spaq_max": 0.3141242133246528, "iqa_v2_clive_mean": 0.3361126292835583, "iqa_v2_clive_min": 0.3361126292835583, "iqa_v2_clive_max": 0.3361126292835583, "iqa_v2_koniq10k_mean": 0.6411884962910354, "iqa_v2_koniq10k_min": 0.6411884962910354, "iqa_v2_koniq10k_max": 0.6411884962910354, "imdecont": { "jpg": 0.4392671585083008 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.4392671585083008, "imdecont_mean": 0.4392671585083008, "imdecont_min": 0.4392671585083008, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.734375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.734375, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.734375, "clip_score_dfn_public_prev_turn_only_min": 4.05078125, "clip_score_dfn_public_prev_turn_only_mean": 4.05078125, "clip_score_dfn_public_prev_turn_only_max": 4.05078125, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.90625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.90625, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.90625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.78125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.78125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.78125, "clip_score_clip_vitl14_224_next_turn_only_min": 23.328125, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.328125, "clip_score_clip_vitl14_224_next_turn_only_max": 23.328125, "clip_score_dfn_public_next_turn_only_min": 1.984375, "clip_score_dfn_public_next_turn_only_mean": 1.984375, "clip_score_dfn_public_next_turn_only_max": 1.984375, "clip_score_siglip2_b16_224_next_turn_only_min": 1.6875, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.6875, "clip_score_siglip2_b16_224_next_turn_only_max": 1.6875, "clip_score_longclip_vitl14_224_next_turn_only_min": 27.0, "clip_score_longclip_vitl14_224_next_turn_only_mean": 27.0, "clip_score_longclip_vitl14_224_next_turn_only_max": 27.0, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.734375, "clip_score_dfn_public_prev_and_next_turn_min": 4.05078125, "clip_score_dfn_public_prev_and_next_turn_mean": 4.05078125, "clip_score_dfn_public_prev_and_next_turn_max": 4.05078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.90625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.90625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.4375, "im_height": { "jpg": 2228 }, "im_height_mean": 2228.0, "im_height_min": 2228, "im_height_max": 2228, "im_width": { "jpg": 2304 }, "im_width_mean": 2304.0, "im_width_min": 2304, "im_width_max": 2304, "im_ar": { "jpg": 1.0341 }, "im_ar_mean": 1.0341, "im_ar_min": 1.0341, "im_ar_max": 1.0341, "im_kilobytes": { "jpg": 15039.0 }, "im_kilobytes_mean": 15039.0, "im_kilobytes_min": 15039.0, "im_kilobytes_max": 15039.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 164.1 }, "im_clarity_mean": 164.1, "im_clarity_min": 164.1, "im_clarity_max": 164.1, "im_luma": { "jpg": 226.88 }, "im_luma_mean": 226.88, "im_luma_min": 226.88, "im_luma_max": 226.88, "im_saturation": { "jpg": 32.92 }, "im_saturation_mean": 32.92, "im_saturation_min": 32.92, "im_saturation_max": 32.92, "im_entropy": { "jpg": 1.72 }, "im_entropy_mean": 1.72, "im_entropy_min": 1.72, "im_entropy_max": 1.72, "unifilter_score_qwen2_5_1_5b": 0.2440185546875, "unifilter_score_qwen3_0_6b": 1.2529296875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.1356031732961355e-24, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.5892779013685655e-29, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.867311954498291, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006650971248745918, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.004892829805612564, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.994347870349884, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7921456694602966, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997021555900574, "text_quality_nvidia_edu_nemotron4_score": 2.447265625, "text_quality_nvidia_edu_mixtral_score": 2.34375, "text_quality_dclmbaseline_fasttext_score": 0.9998036026954651, "text_quality_dolma3_fasttext_score": 0.9999994039535522, "custom_fasttext_val_fasttext_score": 0.0020939111709594727, "custom_fasttext_core_fasttext_score": 0.00013303756713867188, "custom_fasttext_val_clean_fasttext_score": 0.014418601989746094, "custom_fasttext_core_clean_fasttext_score": 0.006810784339904785, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.2421875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.6171875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.375, "within_sample_repetition_detection": 8.0 }, "235": { "detoxify": 1, "length_chars": 515, "length_tokens": 2530, "length_tokens_text_only": 226, "length_tokens_trainable_only": 150, "length_images": 1, "iqa_live_mean": 0.3349771210641571, "iqa_live_min": 0.3349771210641571, "iqa_live_max": 0.3349771210641571, "iqa_csiq_mean": 0.44051021337509155, "iqa_csiq_min": 0.44051021337509155, "iqa_csiq_max": 0.44051021337509155, "iqa_tid2013_mean": 0.18840519587198892, "iqa_tid2013_min": 0.18840519587198892, "iqa_tid2013_max": 0.18840519587198892, "iqa_kadid10k_mean": 0.0411376953125, "iqa_kadid10k_min": 0.0411376953125, "iqa_kadid10k_max": 0.0411376953125, "iqa_flive_mean": 0.5374339710582386, "iqa_flive_min": 0.5374339710582386, "iqa_flive_max": 0.5374339710582386, "iqa_spaq_mean": 0.32864441534485483, "iqa_spaq_min": 0.32864441534485483, "iqa_spaq_max": 0.32864441534485483, "iqa_clive_mean": 0.4082796116067906, "iqa_clive_min": 0.4082796116067906, "iqa_clive_max": 0.4082796116067906, "iqa_koniq10k_mean": 0.5471228782576745, "iqa_koniq10k_min": 0.5471228782576745, "iqa_koniq10k_max": 0.5471228782576745, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999990118257 }, { "lang": "la", "score": 9.881723388000622e-10 }, { "lang": "es", "score": 8.622728912652057e-16 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8628628849983215 }, { "lang": "es", "score": 0.007875625044107437 }, { "lang": "nl", "score": 0.006878666114062071 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3349771210641571, "iqa_v2_live_min": 0.3349771210641571, "iqa_v2_live_max": 0.3349771210641571, "iqa_v2_csiq_mean": 0.4405331015586853, "iqa_v2_csiq_min": 0.4405331015586853, "iqa_v2_csiq_max": 0.4405331015586853, "iqa_v2_tid2013_mean": 0.18840519587198892, "iqa_v2_tid2013_min": 0.18840519587198892, "iqa_v2_tid2013_max": 0.18840519587198892, "iqa_v2_kadid10k_mean": 0.0411376953125, "iqa_v2_kadid10k_min": 0.0411376953125, "iqa_v2_kadid10k_max": 0.0411376953125, "iqa_v2_flive_mean": 0.5373550569168245, "iqa_v2_flive_min": 0.5373550569168245, "iqa_v2_flive_max": 0.5373550569168245, "iqa_v2_spaq_mean": 0.32864441534485483, "iqa_v2_spaq_min": 0.32864441534485483, "iqa_v2_spaq_max": 0.32864441534485483, "iqa_v2_clive_mean": 0.4083190686774977, "iqa_v2_clive_min": 0.4083190686774977, "iqa_v2_clive_max": 0.4083190686774977, "iqa_v2_koniq10k_mean": 0.5469650499748462, "iqa_v2_koniq10k_min": 0.5469650499748462, "iqa_v2_koniq10k_max": 0.5469650499748462, "imdecont": { "jpg": 0.5645627975463867 }, "imdecont_image_match": { "jpg": 178625 }, "imdecont_max": 0.5645627975463867, "imdecont_mean": 0.5645627975463867, "imdecont_min": 0.5645627975463867, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.71875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.71875, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.71875, "clip_score_dfn_public_prev_turn_only_min": 4.17578125, "clip_score_dfn_public_prev_turn_only_mean": 4.17578125, "clip_score_dfn_public_prev_turn_only_max": 4.17578125, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.8125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.8125, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.8125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.125, "clip_score_clip_vitl14_224_next_turn_only_min": 22.734375, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.734375, "clip_score_clip_vitl14_224_next_turn_only_max": 22.734375, "clip_score_dfn_public_next_turn_only_min": 3.853515625, "clip_score_dfn_public_next_turn_only_mean": 3.853515625, "clip_score_dfn_public_next_turn_only_max": 3.853515625, "clip_score_siglip2_b16_224_next_turn_only_min": 2.46875, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.46875, "clip_score_siglip2_b16_224_next_turn_only_max": 2.46875, "clip_score_longclip_vitl14_224_next_turn_only_min": 19.625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 19.625, "clip_score_longclip_vitl14_224_next_turn_only_max": 19.625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.40625, "clip_score_dfn_public_prev_and_next_turn_min": 4.3203125, "clip_score_dfn_public_prev_and_next_turn_mean": 4.3203125, "clip_score_dfn_public_prev_and_next_turn_max": 4.3203125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.78125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.78125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.78125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.625, "im_height": { "jpg": 2376 }, "im_height_mean": 2376.0, "im_height_min": 2376, "im_height_max": 2376, "im_width": { "jpg": 1179 }, "im_width_mean": 1179.0, "im_width_min": 1179, "im_width_max": 1179, "im_ar": { "jpg": 0.4962 }, "im_ar_mean": 0.4962, "im_ar_min": 0.4962, "im_ar_max": 0.4962, "im_kilobytes": { "jpg": 8206.95 }, "im_kilobytes_mean": 8206.95, "im_kilobytes_min": 8206.95, "im_kilobytes_max": 8206.95, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 241.58 }, "im_clarity_mean": 241.58, "im_clarity_min": 241.58, "im_clarity_max": 241.58, "im_luma": { "jpg": 186.99 }, "im_luma_mean": 186.99, "im_luma_min": 186.99, "im_luma_max": 186.99, "im_saturation": { "jpg": 100.6 }, "im_saturation_mean": 100.6, "im_saturation_min": 100.6, "im_saturation_max": 100.6, "im_entropy": { "jpg": 0.85 }, "im_entropy_mean": 0.85, "im_entropy_min": 0.85, "im_entropy_max": 0.85, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999990118257, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 9.881723388000622e-10, "language_detection_annotation_lingua_2_lan": "es", "language_detection_annotation_lingua_2_score": 8.622728912652057e-16, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8628628849983215, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.007875625044107437, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.006878666114062071, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9829368591308594, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8438626527786255, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9976053237915039, "text_quality_nvidia_edu_nemotron4_score": 2.009765625, "text_quality_nvidia_edu_mixtral_score": 1.7880859375, "text_quality_dclmbaseline_fasttext_score": 0.9993706345558167, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0023491382598876953, "custom_fasttext_core_fasttext_score": 0.00010788440704345703, "custom_fasttext_val_clean_fasttext_score": 0.00420302152633667, "custom_fasttext_core_clean_fasttext_score": 0.0008389949798583984, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.3984375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.3203125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.078125, "within_sample_repetition_detection": 8.0 }, "242": { "detoxify": 1, "length_chars": 733, "length_tokens": 2807, "length_tokens_text_only": 247, "length_tokens_trainable_only": 143, "length_images": 1, "iqa_live_mean": 0.4023698363641295, "iqa_live_min": 0.4023698363641295, "iqa_live_max": 0.4023698363641295, "iqa_csiq_mean": 0.535709798336029, "iqa_csiq_min": 0.535709798336029, "iqa_csiq_max": 0.535709798336029, "iqa_tid2013_mean": 0.3247984250386556, "iqa_tid2013_min": 0.3247984250386556, "iqa_tid2013_max": 0.3247984250386556, "iqa_kadid10k_mean": 0.3504638671875, "iqa_kadid10k_min": 0.3504638671875, "iqa_kadid10k_max": 0.3504638671875, "iqa_flive_mean": 0.6359188195430872, "iqa_flive_min": 0.6359188195430872, "iqa_flive_max": 0.6359188195430872, "iqa_spaq_mean": 0.2688274961529356, "iqa_spaq_min": 0.2688274961529356, "iqa_spaq_max": 0.2688274961529356, "iqa_clive_mean": 0.37399141716234613, "iqa_clive_min": 0.37399141716234613, "iqa_clive_max": 0.37399141716234613, "iqa_koniq10k_mean": 0.6260370196718159, "iqa_koniq10k_min": 0.6260370196718159, "iqa_koniq10k_max": 0.6260370196718159, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 3.2900669373500224e-27 }, { "lang": "tl", "score": 1.2746879473409532e-29 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9007108211517334 }, { "lang": "es", "score": 0.004192757420241833 }, { "lang": "ru", "score": 0.003997970838099718 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4023698363641295, "iqa_v2_live_min": 0.4023698363641295, "iqa_v2_live_max": 0.4023698363641295, "iqa_v2_csiq_mean": 0.535648763179779, "iqa_v2_csiq_min": 0.535648763179779, "iqa_v2_csiq_max": 0.535648763179779, "iqa_v2_tid2013_mean": 0.3247984250386556, "iqa_v2_tid2013_min": 0.3247984250386556, "iqa_v2_tid2013_max": 0.3247984250386556, "iqa_v2_kadid10k_mean": 0.3504638671875, "iqa_v2_kadid10k_min": 0.3504638671875, "iqa_v2_kadid10k_max": 0.3504638671875, "iqa_v2_flive_mean": 0.6358892267400569, "iqa_v2_flive_min": 0.6358892267400569, "iqa_v2_flive_max": 0.6358892267400569, "iqa_v2_spaq_mean": 0.2689853244357639, "iqa_v2_spaq_min": 0.2689853244357639, "iqa_v2_spaq_max": 0.2689853244357639, "iqa_v2_clive_mean": 0.37399141716234613, "iqa_v2_clive_min": 0.37399141716234613, "iqa_v2_clive_max": 0.37399141716234613, "iqa_v2_koniq10k_mean": 0.6258791913889876, "iqa_v2_koniq10k_min": 0.6258791913889876, "iqa_v2_koniq10k_max": 0.6258791913889876, "imdecont": { "jpg": 0.536766767501831 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.536766767501831, "imdecont_mean": 0.536766767501831, "imdecont_min": 0.536766767501831, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.375, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.375, "clip_score_dfn_public_prev_turn_only_min": 3.955078125, "clip_score_dfn_public_prev_turn_only_mean": 3.955078125, "clip_score_dfn_public_prev_turn_only_max": 3.955078125, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.90625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.90625, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.90625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.6875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.6875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.6875, "clip_score_clip_vitl14_224_next_turn_only_min": 26.75, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.75, "clip_score_clip_vitl14_224_next_turn_only_max": 26.75, "clip_score_dfn_public_next_turn_only_min": 5.27734375, "clip_score_dfn_public_next_turn_only_mean": 5.27734375, "clip_score_dfn_public_next_turn_only_max": 5.27734375, "clip_score_siglip2_b16_224_next_turn_only_min": 3.09375, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.09375, "clip_score_siglip2_b16_224_next_turn_only_max": 3.09375, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.75, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.75, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.75, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.859375, "clip_score_dfn_public_prev_and_next_turn_min": 3.63671875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.63671875, "clip_score_dfn_public_prev_and_next_turn_max": 3.63671875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.125, "im_height": { "jpg": 1773 }, "im_height_mean": 1773.0, "im_height_min": 1773, "im_height_max": 1773, "im_width": { "jpg": 1906 }, "im_width_mean": 1906.0, "im_width_min": 1906, "im_width_max": 1906, "im_ar": { "jpg": 1.075 }, "im_ar_mean": 1.075, "im_ar_min": 1.075, "im_ar_max": 1.075, "im_kilobytes": { "jpg": 9900.4 }, "im_kilobytes_mean": 9900.4, "im_kilobytes_min": 9900.4, "im_kilobytes_max": 9900.4, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 199.67 }, "im_clarity_mean": 199.67, "im_clarity_min": 199.67, "im_clarity_max": 199.67, "im_luma": { "jpg": 238.88 }, "im_luma_mean": 238.88, "im_luma_min": 238.88, "im_luma_max": 238.88, "im_saturation": { "jpg": 79.18 }, "im_saturation_mean": 79.18, "im_saturation_min": 79.18, "im_saturation_max": 79.18, "im_entropy": { "jpg": 1.43 }, "im_entropy_mean": 1.43, "im_entropy_min": 1.43, "im_entropy_max": 1.43, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.2900669373500224e-27, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.2746879473409532e-29, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9007108211517334, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.004192757420241833, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.003997970838099718, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9795411229133606, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6354022026062012, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995192289352417, "text_quality_nvidia_edu_nemotron4_score": 2.53515625, "text_quality_nvidia_edu_mixtral_score": 2.193359375, "text_quality_dclmbaseline_fasttext_score": 0.9937775135040283, "text_quality_dolma3_fasttext_score": 0.9910970330238342, "custom_fasttext_val_fasttext_score": 0.00048482418060302734, "custom_fasttext_core_fasttext_score": 1.0371208190917969e-05, "custom_fasttext_val_clean_fasttext_score": 0.004106640815734863, "custom_fasttext_core_clean_fasttext_score": 0.0004032254219055176, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.734375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.84375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.109375, "within_sample_repetition_detection": 4.0 }, "226": { "detoxify": 1, "length_chars": 450, "length_tokens": 3529, "length_tokens_text_only": 201, "length_tokens_trainable_only": 99, "length_images": 1, "iqa_live_mean": 0.5045833780307962, "iqa_live_min": 0.5045833780307962, "iqa_live_max": 0.5045833780307962, "iqa_csiq_mean": 0.662907063961029, "iqa_csiq_min": 0.662907063961029, "iqa_csiq_max": 0.662907063961029, "iqa_tid2013_mean": 0.3649459944831, "iqa_tid2013_min": 0.3649459944831, "iqa_tid2013_max": 0.3649459944831, "iqa_kadid10k_mean": 0.447021484375, "iqa_kadid10k_min": 0.447021484375, "iqa_kadid10k_max": 0.447021484375, "iqa_flive_mean": 0.6884756377249054, "iqa_flive_min": 0.6884756377249054, "iqa_flive_max": 0.6884756377249054, "iqa_spaq_mean": 0.37993860726404677, "iqa_spaq_min": 0.37993860726404677, "iqa_spaq_max": 0.37993860726404677, "iqa_clive_mean": 0.4081612403946694, "iqa_clive_min": 0.4081612403946694, "iqa_clive_max": 0.4081612403946694, "iqa_koniq10k_mean": 0.6279309590657552, "iqa_koniq10k_min": 0.6279309590657552, "iqa_koniq10k_max": 0.6279309590657552, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999936362816 }, { "lang": "la", "score": 6.3594525038835124e-09 }, { "lang": "eo", "score": 3.601971665812711e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8503596186637878 }, { "lang": "ru", "score": 0.0067036692053079605 }, { "lang": "id", "score": 0.005431815981864929 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5045833780307962, "iqa_v2_live_min": 0.5045833780307962, "iqa_v2_live_max": 0.5045833780307962, "iqa_v2_csiq_mean": 0.662907063961029, "iqa_v2_csiq_min": 0.662907063961029, "iqa_v2_csiq_max": 0.662907063961029, "iqa_v2_tid2013_mean": 0.3649459944831, "iqa_v2_tid2013_min": 0.3649459944831, "iqa_v2_tid2013_max": 0.3649459944831, "iqa_v2_kadid10k_mean": 0.447021484375, "iqa_v2_kadid10k_min": 0.447021484375, "iqa_v2_kadid10k_max": 0.447021484375, "iqa_v2_flive_mean": 0.6884756377249054, "iqa_v2_flive_min": 0.6884756377249054, "iqa_v2_flive_max": 0.6884756377249054, "iqa_v2_spaq_mean": 0.37993860726404677, "iqa_v2_spaq_min": 0.37993860726404677, "iqa_v2_spaq_max": 0.37993860726404677, "iqa_v2_clive_mean": 0.4081612403946694, "iqa_v2_clive_min": 0.4081612403946694, "iqa_v2_clive_max": 0.4081612403946694, "iqa_v2_koniq10k_mean": 0.6279309590657552, "iqa_v2_koniq10k_min": 0.6279309590657552, "iqa_v2_koniq10k_max": 0.6279309590657552, "imdecont": { "jpg": 0.4254366159439087 }, "imdecont_image_match": { "jpg": 264630 }, "imdecont_max": 0.4254366159439087, "imdecont_mean": 0.4254366159439087, "imdecont_min": 0.4254366159439087, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.5625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.5625, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.5625, "clip_score_dfn_public_prev_turn_only_min": 2.25, "clip_score_dfn_public_prev_turn_only_mean": 2.25, "clip_score_dfn_public_prev_turn_only_max": 2.25, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.96875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.96875, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.96875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.03125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.03125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.03125, "clip_score_clip_vitl14_224_next_turn_only_min": 24.171875, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.171875, "clip_score_clip_vitl14_224_next_turn_only_max": 24.171875, "clip_score_dfn_public_next_turn_only_min": 2.47265625, "clip_score_dfn_public_next_turn_only_mean": 2.47265625, "clip_score_dfn_public_next_turn_only_max": 2.47265625, "clip_score_siglip2_b16_224_next_turn_only_min": 1.140625, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.140625, "clip_score_siglip2_b16_224_next_turn_only_max": 1.140625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.515625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.515625, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.765625, "clip_score_dfn_public_prev_and_next_turn_min": 2.46875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.46875, "clip_score_dfn_public_prev_and_next_turn_max": 2.46875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.515625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.515625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.265625, "im_height": { "jpg": 2727 }, "im_height_mean": 2727.0, "im_height_min": 2727, "im_height_max": 2727, "im_width": { "jpg": 996 }, "im_width_mean": 996.0, "im_width_min": 996, "im_width_max": 996, "im_ar": { "jpg": 0.3652 }, "im_ar_mean": 0.3652, "im_ar_min": 0.3652, "im_ar_max": 0.3652, "im_kilobytes": { "jpg": 7957.3 }, "im_kilobytes_mean": 7957.3, "im_kilobytes_min": 7957.3, "im_kilobytes_max": 7957.3, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 138.65 }, "im_clarity_mean": 138.65, "im_clarity_min": 138.65, "im_clarity_max": 138.65, "im_luma": { "jpg": 226.12 }, "im_luma_mean": 226.12, "im_luma_min": 226.12, "im_luma_max": 226.12, "im_saturation": { "jpg": 33.41 }, "im_saturation_mean": 33.41, "im_saturation_min": 33.41, "im_saturation_max": 33.41, "im_entropy": { "jpg": 1.13 }, "im_entropy_mean": 1.13, "im_entropy_min": 1.13, "im_entropy_max": 1.13, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999936362816, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 6.3594525038835124e-09, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 3.601971665812711e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8503596186637878, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0067036692053079605, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.005431815981864929, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9928891658782959, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.4591270387172699, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996356964111328, "text_quality_nvidia_edu_nemotron4_score": 1.982421875, "text_quality_nvidia_edu_mixtral_score": 1.7705078125, "text_quality_dclmbaseline_fasttext_score": 0.996138334274292, "text_quality_dolma3_fasttext_score": 0.9370540976524353, "custom_fasttext_val_fasttext_score": 0.0019146203994750977, "custom_fasttext_core_fasttext_score": 0.0001062154769897461, "custom_fasttext_val_clean_fasttext_score": 0.0010796785354614258, "custom_fasttext_core_clean_fasttext_score": 0.00016933679580688477, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.8671875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.2265625, "within_sample_repetition_detection": 7.0 }, "224": { "detoxify": 1, "length_chars": 789, "length_tokens": 2652, "length_tokens_text_only": 348, "length_tokens_trainable_only": 231, "length_images": 1, "iqa_live_mean": 0.38303587171766484, "iqa_live_min": 0.38303587171766484, "iqa_live_max": 0.38303587171766484, "iqa_csiq_mean": 0.519657552242279, "iqa_csiq_min": 0.519657552242279, "iqa_csiq_max": 0.519657552242279, "iqa_tid2013_mean": 0.2919208208719889, "iqa_tid2013_min": 0.2919208208719889, "iqa_tid2013_max": 0.2919208208719889, "iqa_kadid10k_mean": 0.3743896484375, "iqa_kadid10k_min": 0.3743896484375, "iqa_kadid10k_max": 0.3743896484375, "iqa_flive_mean": 0.6012755114622791, "iqa_flive_min": 0.6012755114622791, "iqa_flive_max": 0.6012755114622791, "iqa_spaq_mean": 0.2626721931226326, "iqa_spaq_min": 0.2626721931226326, "iqa_spaq_max": 0.2626721931226326, "iqa_clive_mean": 0.3013114929199219, "iqa_clive_min": 0.3013114929199219, "iqa_clive_max": 0.3013114929199219, "iqa_koniq10k_mean": 0.6355067166415128, "iqa_koniq10k_min": 0.6355067166415128, "iqa_koniq10k_max": 0.6355067166415128, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999998539291 }, { "lang": "la", "score": 1.4607080188376456e-10 }, { "lang": "fr", "score": 1.8186736044288817e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8383044004440308 }, { "lang": "pt", "score": 0.0068793450482189655 }, { "lang": "ru", "score": 0.006457978393882513 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.38303587171766484, "iqa_v2_live_min": 0.38303587171766484, "iqa_v2_live_max": 0.38303587171766484, "iqa_v2_csiq_mean": 0.519657552242279, "iqa_v2_csiq_min": 0.519657552242279, "iqa_v2_csiq_max": 0.519657552242279, "iqa_v2_tid2013_mean": 0.2919208208719889, "iqa_v2_tid2013_min": 0.2919208208719889, "iqa_v2_tid2013_max": 0.2919208208719889, "iqa_v2_kadid10k_mean": 0.3743896484375, "iqa_v2_kadid10k_min": 0.3743896484375, "iqa_v2_kadid10k_max": 0.3743896484375, "iqa_v2_flive_mean": 0.6012755114622791, "iqa_v2_flive_min": 0.6012755114622791, "iqa_v2_flive_max": 0.6012755114622791, "iqa_v2_spaq_mean": 0.2626721931226326, "iqa_v2_spaq_min": 0.2626721931226326, "iqa_v2_spaq_max": 0.2626721931226326, "iqa_v2_clive_mean": 0.3013114929199219, "iqa_v2_clive_min": 0.3013114929199219, "iqa_v2_clive_max": 0.3013114929199219, "iqa_v2_koniq10k_mean": 0.6355067166415128, "iqa_v2_koniq10k_min": 0.6355067166415128, "iqa_v2_koniq10k_max": 0.6355067166415128, "imdecont": { "jpg": 0.5434101819992065 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5434101819992065, "imdecont_mean": 0.5434101819992065, "imdecont_min": 0.5434101819992065, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.984375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.984375, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.984375, "clip_score_dfn_public_prev_turn_only_min": 3.9375, "clip_score_dfn_public_prev_turn_only_mean": 3.9375, "clip_score_dfn_public_prev_turn_only_max": 3.9375, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.703125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.703125, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.703125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.390625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.390625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.390625, "clip_score_clip_vitl14_224_next_turn_only_min": 26.921875, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.921875, "clip_score_clip_vitl14_224_next_turn_only_max": 26.921875, "clip_score_dfn_public_next_turn_only_min": 3.8046875, "clip_score_dfn_public_next_turn_only_mean": 3.8046875, "clip_score_dfn_public_next_turn_only_max": 3.8046875, "clip_score_siglip2_b16_224_next_turn_only_min": 2.484375, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.484375, "clip_score_siglip2_b16_224_next_turn_only_max": 2.484375, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.4375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.4375, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.046875, "clip_score_dfn_public_prev_and_next_turn_min": 4.80078125, "clip_score_dfn_public_prev_and_next_turn_mean": 4.80078125, "clip_score_dfn_public_prev_and_next_turn_max": 4.80078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.0625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.0625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.0625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.46875, "im_height": { "jpg": 3288 }, "im_height_mean": 3288.0, "im_height_min": 3288, "im_height_max": 3288, "im_width": { "jpg": 1591 }, "im_width_mean": 1591.0, "im_width_min": 1591, "im_width_max": 1591, "im_ar": { "jpg": 0.4839 }, "im_ar_mean": 0.4839, "im_ar_min": 0.4839, "im_ar_max": 0.4839, "im_kilobytes": { "jpg": 15325.8 }, "im_kilobytes_mean": 15325.8, "im_kilobytes_min": 15325.8, "im_kilobytes_max": 15325.8, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 141.91 }, "im_clarity_mean": 141.91, "im_clarity_min": 141.91, "im_clarity_max": 141.91, "im_luma": { "jpg": 243.69 }, "im_luma_mean": 243.69, "im_luma_min": 243.69, "im_luma_max": 243.69, "im_saturation": { "jpg": 36.29 }, "im_saturation_mean": 36.29, "im_saturation_min": 36.29, "im_saturation_max": 36.29, "im_entropy": { "jpg": 1.28 }, "im_entropy_mean": 1.28, "im_entropy_min": 1.28, "im_entropy_max": 1.28, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999998539291, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.4607080188376456e-10, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 1.8186736044288817e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8383044004440308, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.0068793450482189655, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.006457978393882513, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9949073195457458, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.4491235911846161, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996269941329956, "text_quality_nvidia_edu_nemotron4_score": 2.099609375, "text_quality_nvidia_edu_mixtral_score": 1.9609375, "text_quality_dclmbaseline_fasttext_score": 0.9996678829193115, "text_quality_dolma3_fasttext_score": 0.9717178344726562, "custom_fasttext_val_fasttext_score": 0.005986154079437256, "custom_fasttext_core_fasttext_score": 0.00043135881423950195, "custom_fasttext_val_clean_fasttext_score": 0.007147789001464844, "custom_fasttext_core_clean_fasttext_score": 0.0006034374237060547, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.3203125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0078125, "within_sample_repetition_detection": 7.0 }, "233": { "detoxify": 1, "length_chars": 1157, "length_tokens": 2224, "length_tokens_text_only": 432, "length_tokens_trainable_only": 335, "length_images": 1, "iqa_live_mean": 0.4535851141419073, "iqa_live_min": 0.4535851141419073, "iqa_live_max": 0.4535851141419073, "iqa_csiq_mean": 0.573307454586029, "iqa_csiq_min": 0.573307454586029, "iqa_csiq_max": 0.573307454586029, "iqa_tid2013_mean": 0.33033227920532227, "iqa_tid2013_min": 0.33033227920532227, "iqa_tid2013_max": 0.33033227920532227, "iqa_kadid10k_mean": 0.40576171875, "iqa_kadid10k_min": 0.40576171875, "iqa_kadid10k_max": 0.40576171875, "iqa_flive_mean": 0.667859318280461, "iqa_flive_min": 0.667859318280461, "iqa_flive_max": 0.667859318280461, "iqa_spaq_mean": 0.38806676382970334, "iqa_spaq_min": 0.38806676382970334, "iqa_spaq_max": 0.38806676382970334, "iqa_clive_mean": 0.3981391444350734, "iqa_clive_min": 0.3981391444350734, "iqa_clive_max": 0.3981391444350734, "iqa_koniq10k_mean": 0.6441872336647728, "iqa_koniq10k_min": 0.6441872336647728, "iqa_koniq10k_max": 0.6441872336647728, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 5.5155904690663556e-30 }, { "lang": "tl", "score": 5.674451566033874e-31 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8945717215538025 }, { "lang": "ru", "score": 0.004852971527725458 }, { "lang": "vi", "score": 0.0040089720860123634 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4535851141419073, "iqa_v2_live_min": 0.4535851141419073, "iqa_v2_live_max": 0.4535851141419073, "iqa_v2_csiq_mean": 0.573307454586029, "iqa_v2_csiq_min": 0.573307454586029, "iqa_v2_csiq_max": 0.573307454586029, "iqa_v2_tid2013_mean": 0.33033227920532227, "iqa_v2_tid2013_min": 0.33033227920532227, "iqa_v2_tid2013_max": 0.33033227920532227, "iqa_v2_kadid10k_mean": 0.40576171875, "iqa_v2_kadid10k_min": 0.40576171875, "iqa_v2_kadid10k_max": 0.40576171875, "iqa_v2_flive_mean": 0.667859318280461, "iqa_v2_flive_min": 0.667859318280461, "iqa_v2_flive_max": 0.667859318280461, "iqa_v2_spaq_mean": 0.38806676382970334, "iqa_v2_spaq_min": 0.38806676382970334, "iqa_v2_spaq_max": 0.38806676382970334, "iqa_v2_clive_mean": 0.3981391444350734, "iqa_v2_clive_min": 0.3981391444350734, "iqa_v2_clive_max": 0.3981391444350734, "iqa_v2_koniq10k_mean": 0.6441872336647728, "iqa_v2_koniq10k_min": 0.6441872336647728, "iqa_v2_koniq10k_max": 0.6441872336647728, "imdecont": { "jpg": 0.5327001214027405 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.5327001214027405, "imdecont_mean": 0.5327001214027405, "imdecont_min": 0.5327001214027405, "clip_score_clip_vitl14_224_prev_turn_only_min": 31.109375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 31.109375, "clip_score_clip_vitl14_224_prev_turn_only_max": 31.109375, "clip_score_dfn_public_prev_turn_only_min": 3.4921875, "clip_score_dfn_public_prev_turn_only_mean": 3.4921875, "clip_score_dfn_public_prev_turn_only_max": 3.4921875, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.203125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.203125, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.203125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.421875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.421875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.421875, "clip_score_clip_vitl14_224_next_turn_only_min": 28.65625, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.65625, "clip_score_clip_vitl14_224_next_turn_only_max": 28.65625, "clip_score_dfn_public_next_turn_only_min": 3.947265625, "clip_score_dfn_public_next_turn_only_mean": 3.947265625, "clip_score_dfn_public_next_turn_only_max": 3.947265625, "clip_score_siglip2_b16_224_next_turn_only_min": 0.609375, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.609375, "clip_score_siglip2_b16_224_next_turn_only_max": 0.609375, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.953125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.953125, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 32.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 32.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 32.34375, "clip_score_dfn_public_prev_and_next_turn_min": 4.3828125, "clip_score_dfn_public_prev_and_next_turn_mean": 4.3828125, "clip_score_dfn_public_prev_and_next_turn_max": 4.3828125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.6875, "im_height": { "jpg": 2364 }, "im_height_mean": 2364.0, "im_height_min": 2364, "im_height_max": 2364, "im_width": { "jpg": 1586 }, "im_width_mean": 1586.0, "im_width_min": 1586, "im_width_max": 1586, "im_ar": { "jpg": 0.6709 }, "im_ar_mean": 0.6709, "im_ar_min": 0.6709, "im_ar_max": 0.6709, "im_kilobytes": { "jpg": 10984.29 }, "im_kilobytes_mean": 10984.29, "im_kilobytes_min": 10984.29, "im_kilobytes_max": 10984.29, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 249.9 }, "im_clarity_mean": 249.9, "im_clarity_min": 249.9, "im_clarity_max": 249.9, "im_luma": { "jpg": 238.71 }, "im_luma_mean": 238.71, "im_luma_min": 238.71, "im_luma_max": 238.71, "im_saturation": { "jpg": 63.15 }, "im_saturation_mean": 63.15, "im_saturation_min": 63.15, "im_saturation_max": 63.15, "im_entropy": { "jpg": 2.08 }, "im_entropy_mean": 2.08, "im_entropy_min": 2.08, "im_entropy_max": 2.08, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 5.5155904690663556e-30, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 5.674451566033874e-31, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8945717215538025, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.004852971527725458, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.0040089720860123634, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9887985587120056, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.49937665462493896, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9998045563697815, "text_quality_nvidia_edu_nemotron4_score": 2.650390625, "text_quality_nvidia_edu_mixtral_score": 2.900390625, "text_quality_dclmbaseline_fasttext_score": 0.9994491934776306, "text_quality_dolma3_fasttext_score": 0.9998292326927185, "custom_fasttext_val_fasttext_score": 0.0015576481819152832, "custom_fasttext_core_fasttext_score": 0.00016885995864868164, "custom_fasttext_val_clean_fasttext_score": 0.004033386707305908, "custom_fasttext_core_clean_fasttext_score": 0.0005329251289367676, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.9453125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.94140625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.00390625, "within_sample_repetition_detection": 4.0 }, "217": { "detoxify": 1, "length_chars": 2600, "length_tokens": 4359, "length_tokens_text_only": 1031, "length_tokens_trainable_only": 819, "length_images": 1, "iqa_live_mean": 0.4402880813136245, "iqa_live_min": 0.4402880813136245, "iqa_live_max": 0.4402880813136245, "iqa_csiq_mean": 0.577213704586029, "iqa_csiq_min": 0.577213704586029, "iqa_csiq_max": 0.577213704586029, "iqa_tid2013_mean": 0.3208921750386556, "iqa_tid2013_min": 0.3208921750386556, "iqa_tid2013_max": 0.3208921750386556, "iqa_kadid10k_mean": 0.3621826171875, "iqa_kadid10k_min": 0.3621826171875, "iqa_kadid10k_max": 0.3621826171875, "iqa_flive_mean": 0.6297141951744003, "iqa_flive_min": 0.6297141951744003, "iqa_flive_max": 0.6297141951744003, "iqa_spaq_mean": 0.3502668900923296, "iqa_spaq_min": 0.3502668900923296, "iqa_spaq_max": 0.3502668900923296, "iqa_clive_mean": 0.4305728565562855, "iqa_clive_min": 0.4305728565562855, "iqa_clive_max": 0.4305728565562855, "iqa_koniq10k_mean": 0.6399258700284092, "iqa_koniq10k_min": 0.6399258700284092, "iqa_koniq10k_max": 0.6399258700284092, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 6.315999589576485e-32 }, { "lang": "eo", "score": 1.7977946171634754e-34 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8660515546798706 }, { "lang": "ru", "score": 0.005944825243204832 }, { "lang": "ko", "score": 0.004866068251430988 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4402880813136245, "iqa_v2_live_min": 0.4402880813136245, "iqa_v2_live_max": 0.4402880813136245, "iqa_v2_csiq_mean": 0.577213704586029, "iqa_v2_csiq_min": 0.577213704586029, "iqa_v2_csiq_max": 0.577213704586029, "iqa_v2_tid2013_mean": 0.3208921750386556, "iqa_v2_tid2013_min": 0.3208921750386556, "iqa_v2_tid2013_max": 0.3208921750386556, "iqa_v2_kadid10k_mean": 0.3621826171875, "iqa_v2_kadid10k_min": 0.3621826171875, "iqa_v2_kadid10k_max": 0.3621826171875, "iqa_v2_flive_mean": 0.6297141951744003, "iqa_v2_flive_min": 0.6297141951744003, "iqa_v2_flive_max": 0.6297141951744003, "iqa_v2_spaq_mean": 0.3502668900923296, "iqa_v2_spaq_min": 0.3502668900923296, "iqa_v2_spaq_max": 0.3502668900923296, "iqa_v2_clive_mean": 0.4305728565562855, "iqa_v2_clive_min": 0.4305728565562855, "iqa_v2_clive_max": 0.4305728565562855, "iqa_v2_koniq10k_mean": 0.6399258700284092, "iqa_v2_koniq10k_min": 0.6399258700284092, "iqa_v2_koniq10k_max": 0.6399258700284092, "imdecont": { "jpg": 0.409060001373291 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.409060001373291, "imdecont_mean": 0.409060001373291, "imdecont_min": 0.409060001373291, "clip_score_clip_vitl14_224_prev_turn_only_min": 23.6875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 23.6875, "clip_score_clip_vitl14_224_prev_turn_only_max": 23.6875, "clip_score_dfn_public_prev_turn_only_min": 3.236328125, "clip_score_dfn_public_prev_turn_only_mean": 3.236328125, "clip_score_dfn_public_prev_turn_only_max": 3.236328125, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.390625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.390625, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.390625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.671875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.671875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.671875, "clip_score_clip_vitl14_224_next_turn_only_min": 21.6875, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.6875, "clip_score_clip_vitl14_224_next_turn_only_max": 21.6875, "clip_score_dfn_public_next_turn_only_min": 1.6806640625, "clip_score_dfn_public_next_turn_only_mean": 1.6806640625, "clip_score_dfn_public_next_turn_only_max": 1.6806640625, "clip_score_siglip2_b16_224_next_turn_only_min": -0.65625, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.65625, "clip_score_siglip2_b16_224_next_turn_only_max": -0.65625, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.09375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.09375, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.6875, "clip_score_dfn_public_prev_and_next_turn_min": 3.236328125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.236328125, "clip_score_dfn_public_prev_and_next_turn_max": 3.236328125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.390625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.390625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.15625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.15625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.15625, "im_height": { "jpg": 3245 }, "im_height_mean": 3245.0, "im_height_min": 3245, "im_height_max": 3245, "im_width": { "jpg": 2545 }, "im_width_mean": 2545.0, "im_width_min": 2545, "im_width_max": 2545, "im_ar": { "jpg": 0.7843 }, "im_ar_mean": 0.7843, "im_ar_min": 0.7843, "im_ar_max": 0.7843, "im_kilobytes": { "jpg": 24194.9 }, "im_kilobytes_mean": 24194.9, "im_kilobytes_min": 24194.9, "im_kilobytes_max": 24194.9, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 193.91 }, "im_clarity_mean": 193.91, "im_clarity_min": 193.91, "im_clarity_max": 193.91, "im_luma": { "jpg": 213.23 }, "im_luma_mean": 213.23, "im_luma_min": 213.23, "im_luma_max": 213.23, "im_saturation": { "jpg": 48.45 }, "im_saturation_mean": 48.45, "im_saturation_min": 48.45, "im_saturation_max": 48.45, "im_entropy": { "jpg": 2.27 }, "im_entropy_mean": 2.27, "im_entropy_min": 2.27, "im_entropy_max": 2.27, "unifilter_score_qwen2_5_1_5b": 1.1484375, "unifilter_score_qwen3_0_6b": 0.78173828125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 6.315999589576485e-32, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.7977946171634754e-34, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8660515546798706, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005944825243204832, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.004866068251430988, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9870791435241699, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.9315721392631531, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996106028556824, "text_quality_nvidia_edu_nemotron4_score": 2.6328125, "text_quality_nvidia_edu_mixtral_score": 2.650390625, "text_quality_dclmbaseline_fasttext_score": 0.9998981952667236, "text_quality_dolma3_fasttext_score": 0.999911904335022, "custom_fasttext_val_fasttext_score": 0.0008552670478820801, "custom_fasttext_core_fasttext_score": 0.00018769502639770508, "custom_fasttext_val_clean_fasttext_score": 0.020621538162231445, "custom_fasttext_core_clean_fasttext_score": 0.002659320831298828, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.63671875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.62890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0078125, "within_sample_repetition_detection": 4.0 }, "239": { "detoxify": 1, "length_chars": 296, "length_tokens": 1403, "length_tokens_text_only": 123, "length_tokens_trainable_only": 40, "length_images": 1, "iqa_live_mean": 0.4771015282833214, "iqa_live_min": 0.4771015282833214, "iqa_live_max": 0.4771015282833214, "iqa_csiq_mean": 0.634586751461029, "iqa_csiq_min": 0.634586751461029, "iqa_csiq_max": 0.634586751461029, "iqa_tid2013_mean": 0.3695032861497667, "iqa_tid2013_min": 0.3695032861497667, "iqa_tid2013_max": 0.3695032861497667, "iqa_kadid10k_mean": 0.1990966796875, "iqa_kadid10k_min": 0.1990966796875, "iqa_kadid10k_max": 0.1990966796875, "iqa_flive_mean": 0.6748037627249054, "iqa_flive_min": 0.6748037627249054, "iqa_flive_max": 0.6748037627249054, "iqa_spaq_mean": 0.5298360188802084, "iqa_spaq_min": 0.5298360188802084, "iqa_spaq_max": 0.5298360188802084, "iqa_clive_mean": 0.47037024449820475, "iqa_clive_min": 0.47037024449820475, "iqa_clive_max": 0.47037024449820475, "iqa_koniq10k_mean": 0.5034044439142401, "iqa_koniq10k_min": 0.5034044439142401, "iqa_koniq10k_max": 0.5034044439142401, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.999999914036895 }, { "lang": "la", "score": 8.596048108815063e-08 }, { "lang": "eo", "score": 1.0524790779880733e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8779099583625793 }, { "lang": "ru", "score": 0.007577686104923487 }, { "lang": "es", "score": 0.006112836301326752 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.4771015282833214, "iqa_v2_live_min": 0.4771015282833214, "iqa_v2_live_max": 0.4771015282833214, "iqa_v2_csiq_mean": 0.634586751461029, "iqa_v2_csiq_min": 0.634586751461029, "iqa_v2_csiq_max": 0.634586751461029, "iqa_v2_tid2013_mean": 0.3695032861497667, "iqa_v2_tid2013_min": 0.3695032861497667, "iqa_v2_tid2013_max": 0.3695032861497667, "iqa_v2_kadid10k_mean": 0.1990966796875, "iqa_v2_kadid10k_min": 0.1990966796875, "iqa_v2_kadid10k_max": 0.1990966796875, "iqa_v2_flive_mean": 0.6747643056541983, "iqa_v2_flive_min": 0.6747643056541983, "iqa_v2_flive_max": 0.6747643056541983, "iqa_v2_spaq_mean": 0.5299543900923296, "iqa_v2_spaq_min": 0.5299543900923296, "iqa_v2_spaq_max": 0.5299543900923296, "iqa_v2_clive_mean": 0.4704097015689118, "iqa_v2_clive_min": 0.4704097015689118, "iqa_v2_clive_max": 0.4704097015689118, "iqa_v2_koniq10k_mean": 0.5034044439142401, "iqa_v2_koniq10k_min": 0.5034044439142401, "iqa_v2_koniq10k_max": 0.5034044439142401, "imdecont": { "jpg": 0.5398412942886353 }, "imdecont_image_match": { "jpg": 202914 }, "imdecont_max": 0.5398412942886353, "imdecont_mean": 0.5398412942886353, "imdecont_min": 0.5398412942886353, "clip_score_clip_vitl14_224_prev_turn_only_min": 32.09375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 32.09375, "clip_score_clip_vitl14_224_prev_turn_only_max": 32.09375, "clip_score_dfn_public_prev_turn_only_min": 4.4296875, "clip_score_dfn_public_prev_turn_only_mean": 4.4296875, "clip_score_dfn_public_prev_turn_only_max": 4.4296875, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.65625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.65625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.65625, "clip_score_clip_vitl14_224_next_turn_only_min": 30.90625, "clip_score_clip_vitl14_224_next_turn_only_mean": 30.90625, "clip_score_clip_vitl14_224_next_turn_only_max": 30.90625, "clip_score_dfn_public_next_turn_only_min": 3.427734375, "clip_score_dfn_public_next_turn_only_mean": 3.427734375, "clip_score_dfn_public_next_turn_only_max": 3.427734375, "clip_score_siglip2_b16_224_next_turn_only_min": 2.703125, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.703125, "clip_score_siglip2_b16_224_next_turn_only_max": 2.703125, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.5625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.5625, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 31.375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 31.375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 31.375, "clip_score_dfn_public_prev_and_next_turn_min": 3.4765625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.4765625, "clip_score_dfn_public_prev_and_next_turn_max": 3.4765625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.34375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.34375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.6875, "im_height": { "jpg": 644 }, "im_height_mean": 644.0, "im_height_min": 644, "im_height_max": 644, "im_width": { "jpg": 731 }, "im_width_mean": 731.0, "im_width_min": 731, "im_width_max": 731, "im_ar": { "jpg": 1.1351 }, "im_ar_mean": 1.1351, "im_ar_min": 1.1351, "im_ar_max": 1.1351, "im_kilobytes": { "jpg": 1379.19 }, "im_kilobytes_mean": 1379.19, "im_kilobytes_min": 1379.19, "im_kilobytes_max": 1379.19, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 516.37 }, "im_clarity_mean": 516.37, "im_clarity_min": 516.37, "im_clarity_max": 516.37, "im_luma": { "jpg": 200.01 }, "im_luma_mean": 200.01, "im_luma_min": 200.01, "im_luma_max": 200.01, "im_saturation": { "jpg": 127.46 }, "im_saturation_mean": 127.46, "im_saturation_min": 127.46, "im_saturation_max": 127.46, "im_entropy": { "jpg": 1.3 }, "im_entropy_mean": 1.3, "im_entropy_min": 1.3, "im_entropy_max": 1.3, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.999999914036895, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 8.596048108815063e-08, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.0524790779880733e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8779099583625793, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007577686104923487, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.006112836301326752, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9220147132873535, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7820025682449341, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9972647428512573, "text_quality_nvidia_edu_nemotron4_score": 2.30859375, "text_quality_nvidia_edu_mixtral_score": 2.06640625, "text_quality_dclmbaseline_fasttext_score": 0.992811918258667, "text_quality_dolma3_fasttext_score": 0.9974262714385986, "custom_fasttext_val_fasttext_score": 0.000269472599029541, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.004295825958251953, "custom_fasttext_core_clean_fasttext_score": 0.0005328059196472168, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.34375, "within_sample_repetition_detection": 8.0 }, "247": { "detoxify": 1, "length_chars": 1003, "length_tokens": 2237, "length_tokens_text_only": 445, "length_tokens_trainable_only": 304, "length_images": 1, "iqa_live_mean": 0.46676377575806893, "iqa_live_min": 0.46676377575806893, "iqa_live_max": 0.46676377575806893, "iqa_csiq_mean": 0.606754720211029, "iqa_csiq_min": 0.606754720211029, "iqa_csiq_max": 0.606754720211029, "iqa_tid2013_mean": 0.38599634170532227, "iqa_tid2013_min": 0.38599634170532227, "iqa_tid2013_max": 0.38599634170532227, "iqa_kadid10k_mean": 0.4302978515625, "iqa_kadid10k_min": 0.4302978515625, "iqa_kadid10k_max": 0.4302978515625, "iqa_flive_mean": 0.6390161995935922, "iqa_flive_min": 0.6390161995935922, "iqa_flive_max": 0.6390161995935922, "iqa_spaq_mean": 0.3796229506983902, "iqa_spaq_min": 0.3796229506983902, "iqa_spaq_max": 0.3796229506983902, "iqa_clive_mean": 0.4479931532734573, "iqa_clive_min": 0.4479931532734573, "iqa_clive_max": 0.4479931532734573, "iqa_koniq10k_mean": 0.6274574742172704, "iqa_koniq10k_min": 0.6274574742172704, "iqa_koniq10k_max": 0.6274574742172704, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999998 }, { "lang": "la", "score": 2.1020605557638148e-16 }, { "lang": "fr", "score": 6.755541041926348e-26 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.853367805480957 }, { "lang": "ru", "score": 0.007950004190206528 }, { "lang": "vi", "score": 0.0053743221797049046 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.46676377575806893, "iqa_v2_live_min": 0.46676377575806893, "iqa_v2_live_max": 0.46676377575806893, "iqa_v2_csiq_mean": 0.606754720211029, "iqa_v2_csiq_min": 0.606754720211029, "iqa_v2_csiq_max": 0.606754720211029, "iqa_v2_tid2013_mean": 0.38599634170532227, "iqa_v2_tid2013_min": 0.38599634170532227, "iqa_v2_tid2013_max": 0.38599634170532227, "iqa_v2_kadid10k_mean": 0.4302978515625, "iqa_v2_kadid10k_min": 0.4302978515625, "iqa_v2_kadid10k_max": 0.4302978515625, "iqa_v2_flive_mean": 0.6390161995935922, "iqa_v2_flive_min": 0.6390161995935922, "iqa_v2_flive_max": 0.6390161995935922, "iqa_v2_spaq_mean": 0.3796229506983902, "iqa_v2_spaq_min": 0.3796229506983902, "iqa_v2_spaq_max": 0.3796229506983902, "iqa_v2_clive_mean": 0.4479931532734573, "iqa_v2_clive_min": 0.4479931532734573, "iqa_v2_clive_max": 0.4479931532734573, "iqa_v2_koniq10k_mean": 0.6274574742172704, "iqa_v2_koniq10k_min": 0.6274574742172704, "iqa_v2_koniq10k_max": 0.6274574742172704, "imdecont": { "jpg": 0.5164079070091248 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5164079070091248, "imdecont_mean": 0.5164079070091248, "imdecont_min": 0.5164079070091248, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.203125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.203125, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.203125, "clip_score_dfn_public_prev_turn_only_min": 3.73828125, "clip_score_dfn_public_prev_turn_only_mean": 3.73828125, "clip_score_dfn_public_prev_turn_only_max": 3.73828125, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.171875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.171875, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.171875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.6875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.6875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.6875, "clip_score_clip_vitl14_224_next_turn_only_min": 20.671875, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.671875, "clip_score_clip_vitl14_224_next_turn_only_max": 20.671875, "clip_score_dfn_public_next_turn_only_min": 3.517578125, "clip_score_dfn_public_next_turn_only_mean": 3.517578125, "clip_score_dfn_public_next_turn_only_max": 3.517578125, "clip_score_siglip2_b16_224_next_turn_only_min": 1.0625, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.0625, "clip_score_siglip2_b16_224_next_turn_only_max": 1.0625, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.53125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.53125, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.53125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.203125, "clip_score_dfn_public_prev_and_next_turn_min": 3.73828125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.73828125, "clip_score_dfn_public_prev_and_next_turn_max": 3.73828125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.15625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.15625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.15625, "im_height": { "jpg": 1474 }, "im_height_mean": 1474.0, "im_height_min": 1474, "im_height_max": 1474, "im_width": { "jpg": 2359 }, "im_width_mean": 2359.0, "im_width_min": 2359, "im_width_max": 2359, "im_ar": { "jpg": 1.6004 }, "im_ar_mean": 1.6004, "im_ar_min": 1.6004, "im_ar_max": 1.6004, "im_kilobytes": { "jpg": 10187.01 }, "im_kilobytes_mean": 10187.01, "im_kilobytes_min": 10187.01, "im_kilobytes_max": 10187.01, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 247.05 }, "im_clarity_mean": 247.05, "im_clarity_min": 247.05, "im_clarity_max": 247.05, "im_luma": { "jpg": 219.73 }, "im_luma_mean": 219.73, "im_luma_min": 219.73, "im_luma_max": 219.73, "im_saturation": { "jpg": 55.5 }, "im_saturation_mean": 55.5, "im_saturation_min": 55.5, "im_saturation_max": 55.5, "im_entropy": { "jpg": 1.91 }, "im_entropy_mean": 1.91, "im_entropy_min": 1.91, "im_entropy_max": 1.91, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999998, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.1020605557638148e-16, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 6.755541041926348e-26, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.853367805480957, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007950004190206528, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.0053743221797049046, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9937081336975098, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5225843191146851, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997896552085876, "text_quality_nvidia_edu_nemotron4_score": 2.099609375, "text_quality_nvidia_edu_mixtral_score": 2.044921875, "text_quality_dclmbaseline_fasttext_score": 0.9999096393585205, "text_quality_dolma3_fasttext_score": 0.9999452829360962, "custom_fasttext_val_fasttext_score": 0.0013559460639953613, "custom_fasttext_core_fasttext_score": 7.557868957519531e-05, "custom_fasttext_val_clean_fasttext_score": 0.0009875893592834473, "custom_fasttext_core_clean_fasttext_score": 0.0001887679100036621, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 7.0 }, "245": { "detoxify": 1, "length_chars": 205, "length_tokens": 2663, "length_tokens_text_only": 104, "length_tokens_trainable_only": 39, "length_images": 1, "iqa_live_mean": 0.3341879796500157, "iqa_live_min": 0.3341879796500157, "iqa_live_max": 0.3341879796500157, "iqa_csiq_mean": 0.36328548192977905, "iqa_csiq_min": 0.36328548192977905, "iqa_csiq_max": 0.36328548192977905, "iqa_tid2013_mean": 0.26240693198310006, "iqa_tid2013_min": 0.26240693198310006, "iqa_tid2013_max": 0.26240693198310006, "iqa_kadid10k_mean": 0.1492919921875, "iqa_kadid10k_min": 0.1492919921875, "iqa_kadid10k_max": 0.1492919921875, "iqa_flive_mean": 0.562725953381471, "iqa_flive_min": 0.562725953381471, "iqa_flive_max": 0.562725953381471, "iqa_spaq_mean": 0.30733759716303666, "iqa_spaq_min": 0.30733759716303666, "iqa_spaq_max": 0.30733759716303666, "iqa_clive_mean": 0.6011852302936593, "iqa_clive_min": 0.6011852302936593, "iqa_clive_max": 0.6011852302936593, "iqa_koniq10k_mean": 0.6992693043718435, "iqa_koniq10k_min": 0.6992693043718435, "iqa_koniq10k_max": 0.6992693043718435, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999964845245 }, { "lang": "la", "score": 3.5048931494800455e-09 }, { "lang": "de", "score": 8.410800329882088e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8799002170562744 }, { "lang": "pt", "score": 0.008113319985568523 }, { "lang": "ro", "score": 0.006331955548375845 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3341879796500157, "iqa_v2_live_min": 0.3341879796500157, "iqa_v2_live_max": 0.3341879796500157, "iqa_v2_csiq_mean": 0.36322444677352905, "iqa_v2_csiq_min": 0.36322444677352905, "iqa_v2_csiq_max": 0.36322444677352905, "iqa_v2_tid2013_mean": 0.26240693198310006, "iqa_v2_tid2013_min": 0.26240693198310006, "iqa_v2_tid2013_max": 0.26240693198310006, "iqa_v2_kadid10k_mean": 0.1495361328125, "iqa_v2_kadid10k_min": 0.1495361328125, "iqa_v2_kadid10k_max": 0.1495361328125, "iqa_v2_flive_mean": 0.5628048675228852, "iqa_v2_flive_min": 0.5628048675228852, "iqa_v2_flive_max": 0.5628048675228852, "iqa_v2_spaq_mean": 0.30717976888020837, "iqa_v2_spaq_min": 0.30717976888020837, "iqa_v2_spaq_max": 0.30717976888020837, "iqa_v2_clive_mean": 0.6011063161522452, "iqa_v2_clive_min": 0.6011063161522452, "iqa_v2_clive_max": 0.6011063161522452, "iqa_v2_koniq10k_mean": 0.6992693043718435, "iqa_v2_koniq10k_min": 0.6992693043718435, "iqa_v2_koniq10k_max": 0.6992693043718435, "imdecont": { "jpg": 0.4414583444595337 }, "imdecont_image_match": { "jpg": 177587 }, "imdecont_max": 0.4414583444595337, "imdecont_mean": 0.4414583444595337, "imdecont_min": 0.4414583444595337, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.6875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.6875, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.6875, "clip_score_dfn_public_prev_turn_only_min": 4.0234375, "clip_score_dfn_public_prev_turn_only_mean": 4.0234375, "clip_score_dfn_public_prev_turn_only_max": 4.0234375, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.203125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.203125, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.203125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.359375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.359375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.359375, "clip_score_clip_vitl14_224_next_turn_only_min": 23.578125, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.578125, "clip_score_clip_vitl14_224_next_turn_only_max": 23.578125, "clip_score_dfn_public_next_turn_only_min": 3.9375, "clip_score_dfn_public_next_turn_only_mean": 3.9375, "clip_score_dfn_public_next_turn_only_max": 3.9375, "clip_score_siglip2_b16_224_next_turn_only_min": 3.734375, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.734375, "clip_score_siglip2_b16_224_next_turn_only_max": 3.734375, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.671875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.671875, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.671875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.078125, "clip_score_dfn_public_prev_and_next_turn_min": 4.30859375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.30859375, "clip_score_dfn_public_prev_and_next_turn_max": 4.30859375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.6875, "im_height": { "jpg": 1352 }, "im_height_mean": 1352.0, "im_height_min": 1352, "im_height_max": 1352, "im_width": { "jpg": 1473 }, "im_width_mean": 1473.0, "im_width_min": 1473, "im_width_max": 1473, "im_ar": { "jpg": 1.0895 }, "im_ar_mean": 1.0895, "im_ar_min": 1.0895, "im_ar_max": 1.0895, "im_kilobytes": { "jpg": 5834.46 }, "im_kilobytes_mean": 5834.46, "im_kilobytes_min": 5834.46, "im_kilobytes_max": 5834.46, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 219.13 }, "im_clarity_mean": 219.13, "im_clarity_min": 219.13, "im_clarity_max": 219.13, "im_luma": { "jpg": 185.73 }, "im_luma_mean": 185.73, "im_luma_min": 185.73, "im_luma_max": 185.73, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 0.65 }, "im_entropy_mean": 0.65, "im_entropy_min": 0.65, "im_entropy_max": 0.65, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999964845245, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.5048931494800455e-09, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 8.410800329882088e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8799002170562744, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.008113319985568523, "language_detection_annotation_nllb_2_lan": "ro", "language_detection_annotation_nllb_2_score": 0.006331955548375845, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9593150615692139, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6909595131874084, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9991249442100525, "text_quality_nvidia_edu_nemotron4_score": 2.234375, "text_quality_nvidia_edu_mixtral_score": 2.236328125, "text_quality_dclmbaseline_fasttext_score": 0.9996278285980225, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0002669692039489746, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00039082765579223633, "custom_fasttext_core_clean_fasttext_score": 0.0004540681838989258, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.203125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.546875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.34375, "within_sample_repetition_detection": 7.0 }, "241": { "detoxify": 1, "length_chars": 996, "length_tokens": 2965, "length_tokens_text_only": 405, "length_tokens_trainable_only": 283, "length_images": 1, "iqa_live_mean": 0.40379029090958407, "iqa_live_min": 0.40379029090958407, "iqa_live_max": 0.40379029090958407, "iqa_csiq_mean": 0.560123860836029, "iqa_csiq_min": 0.560123860836029, "iqa_csiq_max": 0.560123860836029, "iqa_tid2013_mean": 0.3599546750386556, "iqa_tid2013_min": 0.3599546750386556, "iqa_tid2013_max": 0.3599546750386556, "iqa_kadid10k_mean": 0.2742919921875, "iqa_kadid10k_min": 0.2742919921875, "iqa_kadid10k_max": 0.2742919921875, "iqa_flive_mean": 0.631085328381471, "iqa_flive_min": 0.631085328381471, "iqa_flive_max": 0.631085328381471, "iqa_spaq_mean": 0.3669177739307134, "iqa_spaq_min": 0.3669177739307134, "iqa_spaq_max": 0.3669177739307134, "iqa_clive_mean": 0.3971132605966896, "iqa_clive_min": 0.3971132605966896, "iqa_clive_max": 0.3971132605966896, "iqa_koniq10k_mean": 0.5927352519950482, "iqa_koniq10k_min": 0.5927352519950482, "iqa_koniq10k_max": 0.5927352519950482, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.999437151312831 }, { "lang": "la", "score": 0.0005628486871468905 }, { "lang": "nl", "score": 1.2197854452065141e-14 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8583157062530518 }, { "lang": "ru", "score": 0.007174511905759573 }, { "lang": "vi", "score": 0.006301533430814743 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.40379029090958407, "iqa_v2_live_min": 0.40379029090958407, "iqa_v2_live_max": 0.40379029090958407, "iqa_v2_csiq_mean": 0.560123860836029, "iqa_v2_csiq_min": 0.560123860836029, "iqa_v2_csiq_max": 0.560123860836029, "iqa_v2_tid2013_mean": 0.3599546750386556, "iqa_v2_tid2013_min": 0.3599546750386556, "iqa_v2_tid2013_max": 0.3599546750386556, "iqa_v2_kadid10k_mean": 0.2742919921875, "iqa_v2_kadid10k_min": 0.2742919921875, "iqa_v2_kadid10k_max": 0.2742919921875, "iqa_v2_flive_mean": 0.631085328381471, "iqa_v2_flive_min": 0.631085328381471, "iqa_v2_flive_max": 0.631085328381471, "iqa_v2_spaq_mean": 0.3669177739307134, "iqa_v2_spaq_min": 0.3669177739307134, "iqa_v2_spaq_max": 0.3669177739307134, "iqa_v2_clive_mean": 0.3971132605966896, "iqa_v2_clive_min": 0.3971132605966896, "iqa_v2_clive_max": 0.3971132605966896, "iqa_v2_koniq10k_mean": 0.5927352519950482, "iqa_v2_koniq10k_min": 0.5927352519950482, "iqa_v2_koniq10k_max": 0.5927352519950482, "imdecont": { "jpg": 0.494881272315979 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.494881272315979, "imdecont_mean": 0.494881272315979, "imdecont_min": 0.494881272315979, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.421875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.421875, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.421875, "clip_score_dfn_public_prev_turn_only_min": 3.70703125, "clip_score_dfn_public_prev_turn_only_mean": 3.70703125, "clip_score_dfn_public_prev_turn_only_max": 3.70703125, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.46875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.46875, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.46875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.609375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.609375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.609375, "clip_score_clip_vitl14_224_next_turn_only_min": 24.46875, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.46875, "clip_score_clip_vitl14_224_next_turn_only_max": 24.46875, "clip_score_dfn_public_next_turn_only_min": 4.015625, "clip_score_dfn_public_next_turn_only_mean": 4.015625, "clip_score_dfn_public_next_turn_only_max": 4.015625, "clip_score_siglip2_b16_224_next_turn_only_min": 1.25, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.25, "clip_score_siglip2_b16_224_next_turn_only_max": 1.25, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.75, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.75, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.75, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.421875, "clip_score_dfn_public_prev_and_next_turn_min": 3.70703125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.70703125, "clip_score_dfn_public_prev_and_next_turn_max": 3.70703125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.46875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.46875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.171875, "im_height": { "jpg": 1573 }, "im_height_mean": 1573.0, "im_height_min": 1573, "im_height_max": 1573, "im_width": { "jpg": 1797 }, "im_width_mean": 1797.0, "im_width_min": 1797, "im_width_max": 1797, "im_ar": { "jpg": 1.1424 }, "im_ar_mean": 1.1424, "im_ar_min": 1.1424, "im_ar_max": 1.1424, "im_kilobytes": { "jpg": 8281.29 }, "im_kilobytes_mean": 8281.29, "im_kilobytes_min": 8281.29, "im_kilobytes_max": 8281.29, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 185.49 }, "im_clarity_mean": 185.49, "im_clarity_min": 185.49, "im_clarity_max": 185.49, "im_luma": { "jpg": 205.51 }, "im_luma_mean": 205.51, "im_luma_min": 205.51, "im_luma_max": 205.51, "im_saturation": { "jpg": 101.52 }, "im_saturation_mean": 101.52, "im_saturation_min": 101.52, "im_saturation_max": 101.52, "im_entropy": { "jpg": 1.72 }, "im_entropy_mean": 1.72, "im_entropy_min": 1.72, "im_entropy_max": 1.72, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.999437151312831, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 0.0005628486871468905, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 1.2197854452065141e-14, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8583157062530518, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007174511905759573, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.006301533430814743, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9920280575752258, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.80143803358078, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997391104698181, "text_quality_nvidia_edu_nemotron4_score": 2.494140625, "text_quality_nvidia_edu_mixtral_score": 2.291015625, "text_quality_dclmbaseline_fasttext_score": 0.9993771910667419, "text_quality_dolma3_fasttext_score": 0.999661922454834, "custom_fasttext_val_fasttext_score": 0.0007383227348327637, "custom_fasttext_core_fasttext_score": 7.271766662597656e-06, "custom_fasttext_val_clean_fasttext_score": 0.0002434849739074707, "custom_fasttext_core_clean_fasttext_score": 2.3484230041503906e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.98828125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.98828125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 7.0 }, "248": { "detoxify": 1, "length_chars": 1207, "length_tokens": 3890, "length_tokens_text_only": 562, "length_tokens_trainable_only": 390, "length_images": 1, "iqa_live_mean": 0.392584482828776, "iqa_live_min": 0.392584482828776, "iqa_live_max": 0.392584482828776, "iqa_csiq_mean": 0.525394856929779, "iqa_csiq_min": 0.525394856929779, "iqa_csiq_max": 0.525394856929779, "iqa_tid2013_mean": 0.33326196670532227, "iqa_tid2013_min": 0.33326196670532227, "iqa_tid2013_max": 0.33326196670532227, "iqa_kadid10k_mean": 0.3243408203125, "iqa_kadid10k_min": 0.3243408203125, "iqa_kadid10k_max": 0.3243408203125, "iqa_flive_mean": 0.6300397160077337, "iqa_flive_min": 0.6300397160077337, "iqa_flive_max": 0.6300397160077337, "iqa_spaq_mean": 0.3509771173650568, "iqa_spaq_min": 0.3509771173650568, "iqa_spaq_max": 0.3509771173650568, "iqa_clive_mean": 0.3854339676673967, "iqa_clive_min": 0.3854339676673967, "iqa_clive_max": 0.3854339676673967, "iqa_koniq10k_mean": 0.6642314255839648, "iqa_koniq10k_min": 0.6642314255839648, "iqa_koniq10k_max": 0.6642314255839648, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.999999999504785 }, { "lang": "la", "score": 4.952143949215085e-10 }, { "lang": "de", "score": 4.517407779936468e-16 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8426070809364319 }, { "lang": "ru", "score": 0.006845895200967789 }, { "lang": "vi", "score": 0.006132823880761862 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.392584482828776, "iqa_v2_live_min": 0.392584482828776, "iqa_v2_live_max": 0.392584482828776, "iqa_v2_csiq_mean": 0.525394856929779, "iqa_v2_csiq_min": 0.525394856929779, "iqa_v2_csiq_max": 0.525394856929779, "iqa_v2_tid2013_mean": 0.33326196670532227, "iqa_v2_tid2013_min": 0.33326196670532227, "iqa_v2_tid2013_max": 0.33326196670532227, "iqa_v2_kadid10k_mean": 0.3243408203125, "iqa_v2_kadid10k_min": 0.3243408203125, "iqa_v2_kadid10k_max": 0.3243408203125, "iqa_v2_flive_mean": 0.6300397160077337, "iqa_v2_flive_min": 0.6300397160077337, "iqa_v2_flive_max": 0.6300397160077337, "iqa_v2_spaq_mean": 0.3509771173650568, "iqa_v2_spaq_min": 0.3509771173650568, "iqa_v2_spaq_max": 0.3509771173650568, "iqa_v2_clive_mean": 0.3854339676673967, "iqa_v2_clive_min": 0.3854339676673967, "iqa_v2_clive_max": 0.3854339676673967, "iqa_v2_koniq10k_mean": 0.6642314255839648, "iqa_v2_koniq10k_min": 0.6642314255839648, "iqa_v2_koniq10k_max": 0.6642314255839648, "imdecont": { "jpg": 0.5009855031967163 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5009855031967163, "imdecont_mean": 0.5009855031967163, "imdecont_min": 0.5009855031967163, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.984375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.984375, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.984375, "clip_score_dfn_public_prev_turn_only_min": 2.994140625, "clip_score_dfn_public_prev_turn_only_mean": 2.994140625, "clip_score_dfn_public_prev_turn_only_max": 2.994140625, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.765625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.765625, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.765625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.34375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.34375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.34375, "clip_score_clip_vitl14_224_next_turn_only_min": 22.21875, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.21875, "clip_score_clip_vitl14_224_next_turn_only_max": 22.21875, "clip_score_dfn_public_next_turn_only_min": 3.2890625, "clip_score_dfn_public_next_turn_only_mean": 3.2890625, "clip_score_dfn_public_next_turn_only_max": 3.2890625, "clip_score_siglip2_b16_224_next_turn_only_min": -0.15625, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.15625, "clip_score_siglip2_b16_224_next_turn_only_max": -0.15625, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.921875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.921875, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.984375, "clip_score_dfn_public_prev_and_next_turn_min": 2.994140625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.994140625, "clip_score_dfn_public_prev_and_next_turn_max": 2.994140625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.765625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.765625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.5625, "im_height": { "jpg": 1993 }, "im_height_mean": 1993.0, "im_height_min": 1993, "im_height_max": 1993, "im_width": { "jpg": 2741 }, "im_width_mean": 2741.0, "im_width_min": 2741, "im_width_max": 2741, "im_ar": { "jpg": 1.3753 }, "im_ar_mean": 1.3753, "im_ar_min": 1.3753, "im_ar_max": 1.3753, "im_kilobytes": { "jpg": 16004.33 }, "im_kilobytes_mean": 16004.33, "im_kilobytes_min": 16004.33, "im_kilobytes_max": 16004.33, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 146.84 }, "im_clarity_mean": 146.84, "im_clarity_min": 146.84, "im_clarity_max": 146.84, "im_luma": { "jpg": 210.8 }, "im_luma_mean": 210.8, "im_luma_min": 210.8, "im_luma_max": 210.8, "im_saturation": { "jpg": 61.77 }, "im_saturation_mean": 61.77, "im_saturation_min": 61.77, "im_saturation_max": 61.77, "im_entropy": { "jpg": 1.95 }, "im_entropy_mean": 1.95, "im_entropy_min": 1.95, "im_entropy_max": 1.95, "unifilter_score_qwen2_5_1_5b": 1.732421875, "unifilter_score_qwen3_0_6b": 0.1312255859375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.999999999504785, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.952143949215085e-10, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 4.517407779936468e-16, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8426070809364319, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006845895200967789, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.006132823880761862, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9945414662361145, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5545845627784729, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997400641441345, "text_quality_nvidia_edu_nemotron4_score": 2.21875, "text_quality_nvidia_edu_mixtral_score": 1.763671875, "text_quality_dclmbaseline_fasttext_score": 0.9998379945755005, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0016263127326965332, "custom_fasttext_core_fasttext_score": 6.246566772460938e-05, "custom_fasttext_val_clean_fasttext_score": 0.0034413933753967285, "custom_fasttext_core_clean_fasttext_score": 0.0005973577499389648, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.96875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0625, "within_sample_repetition_detection": 8.0 }, "246": { "detoxify": 1, "length_chars": 308, "length_tokens": 1940, "length_tokens_text_only": 148, "length_tokens_trainable_only": 83, "length_images": 1, "iqa_live_mean": 0.44383921767726087, "iqa_live_min": 0.44383921767726087, "iqa_live_max": 0.44383921767726087, "iqa_csiq_mean": 0.605534017086029, "iqa_csiq_min": 0.605534017086029, "iqa_csiq_max": 0.605534017086029, "iqa_tid2013_mean": 0.3712393972608778, "iqa_tid2013_min": 0.3712393972608778, "iqa_tid2013_max": 0.3712393972608778, "iqa_kadid10k_mean": 0.3587646484375, "iqa_kadid10k_min": 0.3587646484375, "iqa_kadid10k_max": 0.3587646484375, "iqa_flive_mean": 0.6565351389875316, "iqa_flive_min": 0.6565351389875316, "iqa_flive_max": 0.6565351389875316, "iqa_spaq_mean": 0.4036128496882892, "iqa_spaq_min": 0.4036128496882892, "iqa_spaq_max": 0.4036128496882892, "iqa_clive_mean": 0.45197831741487143, "iqa_clive_min": 0.45197831741487143, "iqa_clive_max": 0.45197831741487143, "iqa_koniq10k_mean": 0.6378741023516414, "iqa_koniq10k_min": 0.6378741023516414, "iqa_koniq10k_max": 0.6378741023516414, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999992909118 }, { "lang": "la", "score": 7.043422446096546e-10 }, { "lang": "de", "score": 4.60690207858826e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8196178674697876 }, { "lang": "fr", "score": 0.008639286272227764 }, { "lang": "ru", "score": 0.006994282826781273 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.44383921767726087, "iqa_v2_live_min": 0.44383921767726087, "iqa_v2_live_max": 0.44383921767726087, "iqa_v2_csiq_mean": 0.605534017086029, "iqa_v2_csiq_min": 0.605534017086029, "iqa_v2_csiq_max": 0.605534017086029, "iqa_v2_tid2013_mean": 0.3712393972608778, "iqa_v2_tid2013_min": 0.3712393972608778, "iqa_v2_tid2013_max": 0.3712393972608778, "iqa_v2_kadid10k_mean": 0.3587646484375, "iqa_v2_kadid10k_min": 0.3587646484375, "iqa_v2_kadid10k_max": 0.3587646484375, "iqa_v2_flive_mean": 0.6565351389875316, "iqa_v2_flive_min": 0.6565351389875316, "iqa_v2_flive_max": 0.6565351389875316, "iqa_v2_spaq_mean": 0.4036128496882892, "iqa_v2_spaq_min": 0.4036128496882892, "iqa_v2_spaq_max": 0.4036128496882892, "iqa_v2_clive_mean": 0.45197831741487143, "iqa_v2_clive_min": 0.45197831741487143, "iqa_v2_clive_max": 0.45197831741487143, "iqa_v2_koniq10k_mean": 0.6378741023516414, "iqa_v2_koniq10k_min": 0.6378741023516414, "iqa_v2_koniq10k_max": 0.6378741023516414, "imdecont": { "jpg": 0.6233422160148621 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.6233422160148621, "imdecont_mean": 0.6233422160148621, "imdecont_min": 0.6233422160148621, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.625, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.625, "clip_score_dfn_public_prev_turn_only_min": 1.921875, "clip_score_dfn_public_prev_turn_only_mean": 1.921875, "clip_score_dfn_public_prev_turn_only_max": 1.921875, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.3984375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.3984375, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.3984375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.671875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.671875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.671875, "clip_score_clip_vitl14_224_next_turn_only_min": 30.21875, "clip_score_clip_vitl14_224_next_turn_only_mean": 30.21875, "clip_score_clip_vitl14_224_next_turn_only_max": 30.21875, "clip_score_dfn_public_next_turn_only_min": 3.943359375, "clip_score_dfn_public_next_turn_only_mean": 3.943359375, "clip_score_dfn_public_next_turn_only_max": 3.943359375, "clip_score_siglip2_b16_224_next_turn_only_min": 3.8125, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.8125, "clip_score_siglip2_b16_224_next_turn_only_max": 3.8125, "clip_score_longclip_vitl14_224_next_turn_only_min": 27.125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 27.125, "clip_score_longclip_vitl14_224_next_turn_only_max": 27.125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.828125, "clip_score_dfn_public_prev_and_next_turn_min": 3.697265625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.697265625, "clip_score_dfn_public_prev_and_next_turn_max": 3.697265625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.0625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.0625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.0625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.21875, "im_height": { "jpg": 864 }, "im_height_mean": 864.0, "im_height_min": 864, "im_height_max": 864, "im_width": { "jpg": 1321 }, "im_width_mean": 1321.0, "im_width_min": 1321, "im_width_max": 1321, "im_ar": { "jpg": 1.5289 }, "im_ar_mean": 1.5289, "im_ar_min": 1.5289, "im_ar_max": 1.5289, "im_kilobytes": { "jpg": 3343.78 }, "im_kilobytes_mean": 3343.78, "im_kilobytes_min": 3343.78, "im_kilobytes_max": 3343.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 314.56 }, "im_clarity_mean": 314.56, "im_clarity_min": 314.56, "im_clarity_max": 314.56, "im_luma": { "jpg": 245.09 }, "im_luma_mean": 245.09, "im_luma_min": 245.09, "im_luma_max": 245.09, "im_saturation": { "jpg": 57.33 }, "im_saturation_mean": 57.33, "im_saturation_min": 57.33, "im_saturation_max": 57.33, "im_entropy": { "jpg": 1.46 }, "im_entropy_mean": 1.46, "im_entropy_min": 1.46, "im_entropy_max": 1.46, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999992909118, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 7.043422446096546e-10, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 4.60690207858826e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8196178674697876, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.008639286272227764, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.006994282826781273, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9908390641212463, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.43396416306495667, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995457530021667, "text_quality_nvidia_edu_nemotron4_score": 2.443359375, "text_quality_nvidia_edu_mixtral_score": 2.177734375, "text_quality_dclmbaseline_fasttext_score": 0.9997836947441101, "text_quality_dolma3_fasttext_score": 0.9997989535331726, "custom_fasttext_val_fasttext_score": 0.0013815760612487793, "custom_fasttext_core_fasttext_score": 1.2516975402832031e-05, "custom_fasttext_val_clean_fasttext_score": 0.0008951425552368164, "custom_fasttext_core_clean_fasttext_score": 0.0012159943580627441, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.328125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.203125, "within_sample_repetition_detection": 8.0 }, "237": { "detoxify": 1, "length_chars": 902, "length_tokens": 2698, "length_tokens_text_only": 394, "length_tokens_trainable_only": 275, "length_images": 1, "iqa_live_mean": 0.5243982257265033, "iqa_live_min": 0.5243982257265033, "iqa_live_max": 0.5243982257265033, "iqa_csiq_mean": 0.649723470211029, "iqa_csiq_min": 0.649723470211029, "iqa_csiq_max": 0.649723470211029, "iqa_tid2013_mean": 0.37601370281643337, "iqa_tid2013_min": 0.37601370281643337, "iqa_tid2013_max": 0.37601370281643337, "iqa_kadid10k_mean": 0.3568115234375, "iqa_kadid10k_min": 0.3568115234375, "iqa_kadid10k_max": 0.3568115234375, "iqa_flive_mean": 0.6953017109572286, "iqa_flive_min": 0.6953017109572286, "iqa_flive_max": 0.6953017109572286, "iqa_spaq_mean": 0.49810266976404677, "iqa_spaq_min": 0.49810266976404677, "iqa_spaq_max": 0.49810266976404677, "iqa_clive_mean": 0.48990642663204315, "iqa_clive_min": 0.48990642663204315, "iqa_clive_max": 0.48990642663204315, "iqa_koniq10k_mean": 0.6536569306344697, "iqa_koniq10k_min": 0.6536569306344697, "iqa_koniq10k_max": 0.6536569306344697, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999984 }, { "lang": "la", "score": 1.6382396804750503e-15 }, { "lang": "fr", "score": 1.2526898098798062e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8104108572006226 }, { "lang": "tr", "score": 0.0080369608476758 }, { "lang": "ru", "score": 0.0075996979139745235 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5243982257265033, "iqa_v2_live_min": 0.5243982257265033, "iqa_v2_live_max": 0.5243982257265033, "iqa_v2_csiq_mean": 0.649723470211029, "iqa_v2_csiq_min": 0.649723470211029, "iqa_v2_csiq_max": 0.649723470211029, "iqa_v2_tid2013_mean": 0.37601370281643337, "iqa_v2_tid2013_min": 0.37601370281643337, "iqa_v2_tid2013_max": 0.37601370281643337, "iqa_v2_kadid10k_mean": 0.3568115234375, "iqa_v2_kadid10k_min": 0.3568115234375, "iqa_v2_kadid10k_max": 0.3568115234375, "iqa_v2_flive_mean": 0.6953017109572286, "iqa_v2_flive_min": 0.6953017109572286, "iqa_v2_flive_max": 0.6953017109572286, "iqa_v2_spaq_mean": 0.49810266976404677, "iqa_v2_spaq_min": 0.49810266976404677, "iqa_v2_spaq_max": 0.49810266976404677, "iqa_v2_clive_mean": 0.48990642663204315, "iqa_v2_clive_min": 0.48990642663204315, "iqa_v2_clive_max": 0.48990642663204315, "iqa_v2_koniq10k_mean": 0.6536569306344697, "iqa_v2_koniq10k_min": 0.6536569306344697, "iqa_v2_koniq10k_max": 0.6536569306344697, "imdecont": { "jpg": 0.5302808284759521 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.5302808284759521, "imdecont_mean": 0.5302808284759521, "imdecont_min": 0.5302808284759521, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.125, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.125, "clip_score_dfn_public_prev_turn_only_min": 2.849609375, "clip_score_dfn_public_prev_turn_only_mean": 2.849609375, "clip_score_dfn_public_prev_turn_only_max": 2.849609375, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.90625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.90625, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.90625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.96875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.96875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.96875, "clip_score_clip_vitl14_224_next_turn_only_min": 24.765625, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.765625, "clip_score_clip_vitl14_224_next_turn_only_max": 24.765625, "clip_score_dfn_public_next_turn_only_min": 3.271484375, "clip_score_dfn_public_next_turn_only_mean": 3.271484375, "clip_score_dfn_public_next_turn_only_max": 3.271484375, "clip_score_siglip2_b16_224_next_turn_only_min": 0.375, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.375, "clip_score_siglip2_b16_224_next_turn_only_max": 0.375, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.0, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.0, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.0, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.78125, "clip_score_dfn_public_prev_and_next_turn_min": 3.015625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.015625, "clip_score_dfn_public_prev_and_next_turn_max": 3.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.078125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.078125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.3125, "im_height": { "jpg": 1777 }, "im_height_mean": 1777.0, "im_height_min": 1777, "im_height_max": 1777, "im_width": { "jpg": 845 }, "im_width_mean": 845.0, "im_width_min": 845, "im_width_max": 845, "im_ar": { "jpg": 0.4755 }, "im_ar_mean": 0.4755, "im_ar_min": 0.4755, "im_ar_max": 0.4755, "im_kilobytes": { "jpg": 4399.12 }, "im_kilobytes_mean": 4399.12, "im_kilobytes_min": 4399.12, "im_kilobytes_max": 4399.12, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 279.25 }, "im_clarity_mean": 279.25, "im_clarity_min": 279.25, "im_clarity_max": 279.25, "im_luma": { "jpg": 191.02 }, "im_luma_mean": 191.02, "im_luma_min": 191.02, "im_luma_max": 191.02, "im_saturation": { "jpg": 73.03 }, "im_saturation_mean": 73.03, "im_saturation_min": 73.03, "im_saturation_max": 73.03, "im_entropy": { "jpg": 1.99 }, "im_entropy_mean": 1.99, "im_entropy_min": 1.99, "im_entropy_max": 1.99, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999984, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.6382396804750503e-15, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 1.2526898098798062e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8104108572006226, "language_detection_annotation_nllb_1_lan": "tr", "language_detection_annotation_nllb_1_score": 0.0080369608476758, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.0075996979139745235, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.990583062171936, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8228151798248291, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9993721842765808, "text_quality_nvidia_edu_nemotron4_score": 2.234375, "text_quality_nvidia_edu_mixtral_score": 2.248046875, "text_quality_dclmbaseline_fasttext_score": 0.9998769760131836, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0018417835235595703, "custom_fasttext_core_fasttext_score": 5.7816505432128906e-05, "custom_fasttext_val_clean_fasttext_score": 0.004360675811767578, "custom_fasttext_core_clean_fasttext_score": 0.0005058050155639648, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.1328125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0859375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.046875, "within_sample_repetition_detection": 4.0 }, "253": { "detoxify": 1, "length_chars": 593, "length_tokens": 3573, "length_tokens_text_only": 245, "length_tokens_trainable_only": 160, "length_images": 1, "iqa_live_mean": 0.4700387126267558, "iqa_live_min": 0.4700387126267558, "iqa_live_max": 0.4700387126267558, "iqa_csiq_mean": 0.579410970211029, "iqa_csiq_min": 0.579410970211029, "iqa_csiq_max": 0.579410970211029, "iqa_tid2013_mean": 0.3387958208719889, "iqa_tid2013_min": 0.3387958208719889, "iqa_tid2013_max": 0.3387958208719889, "iqa_kadid10k_mean": 0.4676513671875, "iqa_kadid10k_min": 0.4676513671875, "iqa_kadid10k_max": 0.4676513671875, "iqa_flive_mean": 0.605990631411774, "iqa_flive_min": 0.605990631411774, "iqa_flive_max": 0.605990631411774, "iqa_spaq_mean": 0.34703141029434975, "iqa_spaq_min": 0.34703141029434975, "iqa_spaq_max": 0.34703141029434975, "iqa_clive_mean": 0.3674415434249724, "iqa_clive_min": 0.3674415434249724, "iqa_clive_max": 0.3674415434249724, "iqa_koniq10k_mean": 0.6440294053819445, "iqa_koniq10k_min": 0.6440294053819445, "iqa_koniq10k_max": 0.6440294053819445, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999960378 }, { "lang": "la", "score": 3.96214561870412e-12 }, { "lang": "tl", "score": 1.7306923591917433e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.825303316116333 }, { "lang": "ru", "score": 0.008817249909043312 }, { "lang": "pt", "score": 0.007076894398778677 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4700387126267558, "iqa_v2_live_min": 0.4700387126267558, "iqa_v2_live_max": 0.4700387126267558, "iqa_v2_csiq_mean": 0.579410970211029, "iqa_v2_csiq_min": 0.579410970211029, "iqa_v2_csiq_max": 0.579410970211029, "iqa_v2_tid2013_mean": 0.3387958208719889, "iqa_v2_tid2013_min": 0.3387958208719889, "iqa_v2_tid2013_max": 0.3387958208719889, "iqa_v2_kadid10k_mean": 0.4676513671875, "iqa_v2_kadid10k_min": 0.4676513671875, "iqa_v2_kadid10k_max": 0.4676513671875, "iqa_v2_flive_mean": 0.605990631411774, "iqa_v2_flive_min": 0.605990631411774, "iqa_v2_flive_max": 0.605990631411774, "iqa_v2_spaq_mean": 0.34703141029434975, "iqa_v2_spaq_min": 0.34703141029434975, "iqa_v2_spaq_max": 0.34703141029434975, "iqa_v2_clive_mean": 0.3674415434249724, "iqa_v2_clive_min": 0.3674415434249724, "iqa_v2_clive_max": 0.3674415434249724, "iqa_v2_koniq10k_mean": 0.6440294053819445, "iqa_v2_koniq10k_min": 0.6440294053819445, "iqa_v2_koniq10k_max": 0.6440294053819445, "imdecont": { "jpg": 0.4639143943786621 }, "imdecont_image_match": { "jpg": 205787 }, "imdecont_max": 0.4639143943786621, "imdecont_mean": 0.4639143943786621, "imdecont_min": 0.4639143943786621, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.65625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.65625, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.65625, "clip_score_dfn_public_prev_turn_only_min": 2.791015625, "clip_score_dfn_public_prev_turn_only_mean": 2.791015625, "clip_score_dfn_public_prev_turn_only_max": 2.791015625, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.421875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.421875, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.421875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.6875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.6875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.6875, "clip_score_clip_vitl14_224_next_turn_only_min": 29.0, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.0, "clip_score_clip_vitl14_224_next_turn_only_max": 29.0, "clip_score_dfn_public_next_turn_only_min": 3.376953125, "clip_score_dfn_public_next_turn_only_mean": 3.376953125, "clip_score_dfn_public_next_turn_only_max": 3.376953125, "clip_score_siglip2_b16_224_next_turn_only_min": 3.515625, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.515625, "clip_score_siglip2_b16_224_next_turn_only_max": 3.515625, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.59375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.59375, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 33.53125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 33.53125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 33.53125, "clip_score_dfn_public_prev_and_next_turn_min": 4.53125, "clip_score_dfn_public_prev_and_next_turn_mean": 4.53125, "clip_score_dfn_public_prev_and_next_turn_max": 4.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.09375, "im_height": { "jpg": 1883 }, "im_height_mean": 1883.0, "im_height_min": 1883, "im_height_max": 1883, "im_width": { "jpg": 1535 }, "im_width_mean": 1535.0, "im_width_min": 1535, "im_width_max": 1535, "im_ar": { "jpg": 0.8152 }, "im_ar_mean": 0.8152, "im_ar_min": 0.8152, "im_ar_max": 0.8152, "im_kilobytes": { "jpg": 8467.98 }, "im_kilobytes_mean": 8467.98, "im_kilobytes_min": 8467.98, "im_kilobytes_max": 8467.98, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 146.16 }, "im_clarity_mean": 146.16, "im_clarity_min": 146.16, "im_clarity_max": 146.16, "im_luma": { "jpg": 238.02 }, "im_luma_mean": 238.02, "im_luma_min": 238.02, "im_luma_max": 238.02, "im_saturation": { "jpg": 29.81 }, "im_saturation_mean": 29.81, "im_saturation_min": 29.81, "im_saturation_max": 29.81, "im_entropy": { "jpg": 1.52 }, "im_entropy_mean": 1.52, "im_entropy_min": 1.52, "im_entropy_max": 1.52, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999960378, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.96214561870412e-12, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.7306923591917433e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.825303316116333, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.008817249909043312, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.007076894398778677, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9924893379211426, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.8546487092971802, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997181296348572, "text_quality_nvidia_edu_nemotron4_score": 1.83984375, "text_quality_nvidia_edu_mixtral_score": 1.5830078125, "text_quality_dclmbaseline_fasttext_score": 0.9984566569328308, "text_quality_dolma3_fasttext_score": 0.9998989105224609, "custom_fasttext_val_fasttext_score": 0.0035486817359924316, "custom_fasttext_core_fasttext_score": 0.00015985965728759766, "custom_fasttext_val_clean_fasttext_score": 0.006964206695556641, "custom_fasttext_core_clean_fasttext_score": 0.0016589760780334473, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.609375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.59375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.015625, "within_sample_repetition_detection": 7.0 }, "256": { "detoxify": 1, "length_chars": 1109, "length_tokens": 2258, "length_tokens_text_only": 466, "length_tokens_trainable_only": 340, "length_images": 1, "iqa_live_mean": 0.5096338830813012, "iqa_live_min": 0.5096338830813012, "iqa_live_max": 0.5096338830813012, "iqa_csiq_mean": 0.661808431148529, "iqa_csiq_min": 0.661808431148529, "iqa_csiq_max": 0.661808431148529, "iqa_tid2013_mean": 0.3840974701775445, "iqa_tid2013_min": 0.3840974701775445, "iqa_tid2013_max": 0.3840974701775445, "iqa_kadid10k_mean": 0.4503173828125, "iqa_kadid10k_min": 0.4503173828125, "iqa_kadid10k_max": 0.4503173828125, "iqa_flive_mean": 0.6474402841895518, "iqa_flive_min": 0.6474402841895518, "iqa_flive_max": 0.6474402841895518, "iqa_spaq_mean": 0.389013733526673, "iqa_spaq_min": 0.389013733526673, "iqa_spaq_max": 0.389013733526673, "iqa_clive_mean": 0.4158159121118411, "iqa_clive_min": 0.4158159121118411, "iqa_clive_max": 0.4158159121118411, "iqa_koniq10k_mean": 0.6061506560354523, "iqa_koniq10k_min": 0.6061506560354523, "iqa_koniq10k_max": 0.6061506560354523, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 6.165857374090827e-23 }, { "lang": "eo", "score": 4.686832580298595e-26 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8696845769882202 }, { "lang": "ko", "score": 0.0049545359797775745 }, { "lang": "tr", "score": 0.004940756130963564 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5096338830813012, "iqa_v2_live_min": 0.5096338830813012, "iqa_v2_live_max": 0.5096338830813012, "iqa_v2_csiq_mean": 0.661808431148529, "iqa_v2_csiq_min": 0.661808431148529, "iqa_v2_csiq_max": 0.661808431148529, "iqa_v2_tid2013_mean": 0.3840974701775445, "iqa_v2_tid2013_min": 0.3840974701775445, "iqa_v2_tid2013_max": 0.3840974701775445, "iqa_v2_kadid10k_mean": 0.4503173828125, "iqa_v2_kadid10k_min": 0.4503173828125, "iqa_v2_kadid10k_max": 0.4503173828125, "iqa_v2_flive_mean": 0.6474402841895518, "iqa_v2_flive_min": 0.6474402841895518, "iqa_v2_flive_max": 0.6474402841895518, "iqa_v2_spaq_mean": 0.389013733526673, "iqa_v2_spaq_min": 0.389013733526673, "iqa_v2_spaq_max": 0.389013733526673, "iqa_v2_clive_mean": 0.4158159121118411, "iqa_v2_clive_min": 0.4158159121118411, "iqa_v2_clive_max": 0.4158159121118411, "iqa_v2_koniq10k_mean": 0.6061506560354523, "iqa_v2_koniq10k_min": 0.6061506560354523, "iqa_v2_koniq10k_max": 0.6061506560354523, "imdecont": { "jpg": 0.5575818419456482 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5575818419456482, "imdecont_mean": 0.5575818419456482, "imdecont_min": 0.5575818419456482, "clip_score_clip_vitl14_224_prev_turn_only_min": 31.5625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 31.5625, "clip_score_clip_vitl14_224_prev_turn_only_max": 31.5625, "clip_score_dfn_public_prev_turn_only_min": 4.21875, "clip_score_dfn_public_prev_turn_only_mean": 4.21875, "clip_score_dfn_public_prev_turn_only_max": 4.21875, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.40625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.40625, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.40625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 29.09375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 29.09375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 29.09375, "clip_score_clip_vitl14_224_next_turn_only_min": 26.515625, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.515625, "clip_score_clip_vitl14_224_next_turn_only_max": 26.515625, "clip_score_dfn_public_next_turn_only_min": 2.091796875, "clip_score_dfn_public_next_turn_only_mean": 2.091796875, "clip_score_dfn_public_next_turn_only_max": 2.091796875, "clip_score_siglip2_b16_224_next_turn_only_min": 1.4375, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.4375, "clip_score_siglip2_b16_224_next_turn_only_max": 1.4375, "clip_score_longclip_vitl14_224_next_turn_only_min": 27.25, "clip_score_longclip_vitl14_224_next_turn_only_mean": 27.25, "clip_score_longclip_vitl14_224_next_turn_only_max": 27.25, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 31.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 31.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 31.5625, "clip_score_dfn_public_prev_and_next_turn_min": 4.21875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.21875, "clip_score_dfn_public_prev_and_next_turn_max": 4.21875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.40625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.40625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.40625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 28.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.25, "im_height": { "jpg": 2578 }, "im_height_mean": 2578.0, "im_height_min": 2578, "im_height_max": 2578, "im_width": { "jpg": 1716 }, "im_width_mean": 1716.0, "im_width_min": 1716, "im_width_max": 1716, "im_ar": { "jpg": 0.6656 }, "im_ar_mean": 0.6656, "im_ar_min": 0.6656, "im_ar_max": 0.6656, "im_kilobytes": { "jpg": 12960.49 }, "im_kilobytes_mean": 12960.49, "im_kilobytes_min": 12960.49, "im_kilobytes_max": 12960.49, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 235.43 }, "im_clarity_mean": 235.43, "im_clarity_min": 235.43, "im_clarity_max": 235.43, "im_luma": { "jpg": 235.45 }, "im_luma_mean": 235.45, "im_luma_min": 235.45, "im_luma_max": 235.45, "im_saturation": { "jpg": 22.35 }, "im_saturation_mean": 22.35, "im_saturation_min": 22.35, "im_saturation_max": 22.35, "im_entropy": { "jpg": 1.99 }, "im_entropy_mean": 1.99, "im_entropy_min": 1.99, "im_entropy_max": 1.99, "unifilter_score_qwen2_5_1_5b": 1.017578125, "unifilter_score_qwen3_0_6b": 2.24609375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 6.165857374090827e-23, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 4.686832580298595e-26, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8696845769882202, "language_detection_annotation_nllb_1_lan": "ko", "language_detection_annotation_nllb_1_score": 0.0049545359797775745, "language_detection_annotation_nllb_2_lan": "tr", "language_detection_annotation_nllb_2_score": 0.004940756130963564, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9875176548957825, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.9138543605804443, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995397329330444, "text_quality_nvidia_edu_nemotron4_score": 2.525390625, "text_quality_nvidia_edu_mixtral_score": 2.60546875, "text_quality_dclmbaseline_fasttext_score": 0.9995655417442322, "text_quality_dolma3_fasttext_score": 0.9995556473731995, "custom_fasttext_val_fasttext_score": 0.0008746981620788574, "custom_fasttext_core_fasttext_score": 4.38690185546875e-05, "custom_fasttext_val_clean_fasttext_score": 0.0008417367935180664, "custom_fasttext_core_clean_fasttext_score": 9.334087371826172e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.92578125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.984375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.05859375, "within_sample_repetition_detection": 6.0 }, "255": { "detoxify": 1, "length_chars": 572, "length_tokens": 2068, "length_tokens_text_only": 276, "length_tokens_trainable_only": 146, "length_images": 1, "iqa_live_mean": 0.4962184790408972, "iqa_live_min": 0.4962184790408972, "iqa_live_max": 0.4962184790408972, "iqa_csiq_mean": 0.646549642086029, "iqa_csiq_min": 0.646549642086029, "iqa_csiq_max": 0.646549642086029, "iqa_tid2013_mean": 0.42191214031643337, "iqa_tid2013_min": 0.42191214031643337, "iqa_tid2013_max": 0.42191214031643337, "iqa_kadid10k_mean": 0.52593994140625, "iqa_kadid10k_min": 0.52593994140625, "iqa_kadid10k_max": 0.52593994140625, "iqa_flive_mean": 0.6671885480784407, "iqa_flive_min": 0.6671885480784407, "iqa_flive_max": 0.6671885480784407, "iqa_spaq_mean": 0.44812042544586494, "iqa_spaq_min": 0.44812042544586494, "iqa_spaq_max": 0.44812042544586494, "iqa_clive_mean": 0.4007433111017401, "iqa_clive_min": 0.4007433111017401, "iqa_clive_max": 0.4007433111017401, "iqa_koniq10k_mean": 0.593208736843533, "iqa_koniq10k_min": 0.593208736843533, "iqa_koniq10k_max": 0.593208736843533, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999998619 }, { "lang": "la", "score": 1.380926971649002e-13 }, { "lang": "tl", "score": 1.855818601969046e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8245114684104919 }, { "lang": "fa", "score": 0.008004073984920979 }, { "lang": "es", "score": 0.007924740202724934 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4962382075762507, "iqa_v2_live_min": 0.4962382075762507, "iqa_v2_live_max": 0.4962382075762507, "iqa_v2_csiq_mean": 0.646549642086029, "iqa_v2_csiq_min": 0.646549642086029, "iqa_v2_csiq_max": 0.646549642086029, "iqa_v2_tid2013_mean": 0.42191214031643337, "iqa_v2_tid2013_min": 0.42191214031643337, "iqa_v2_tid2013_max": 0.42191214031643337, "iqa_v2_kadid10k_mean": 0.52593994140625, "iqa_v2_kadid10k_min": 0.52593994140625, "iqa_v2_kadid10k_max": 0.52593994140625, "iqa_v2_flive_mean": 0.6672082766137942, "iqa_v2_flive_min": 0.6672082766137942, "iqa_v2_flive_max": 0.6672082766137942, "iqa_v2_spaq_mean": 0.4478836830216225, "iqa_v2_spaq_min": 0.4478836830216225, "iqa_v2_spaq_max": 0.4478836830216225, "iqa_v2_clive_mean": 0.4007433111017401, "iqa_v2_clive_min": 0.4007433111017401, "iqa_v2_clive_max": 0.4007433111017401, "iqa_v2_koniq10k_mean": 0.593208736843533, "iqa_v2_koniq10k_min": 0.593208736843533, "iqa_v2_koniq10k_max": 0.593208736843533, "imdecont": { "jpg": 0.4429922103881836 }, "imdecont_image_match": { "jpg": 90383 }, "imdecont_max": 0.4429922103881836, "imdecont_mean": 0.4429922103881836, "imdecont_min": 0.4429922103881836, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.90625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.90625, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.90625, "clip_score_dfn_public_prev_turn_only_min": 2.26171875, "clip_score_dfn_public_prev_turn_only_mean": 2.26171875, "clip_score_dfn_public_prev_turn_only_max": 2.26171875, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.03125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.03125, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.03125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.640625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.640625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.640625, "clip_score_clip_vitl14_224_next_turn_only_min": 23.0, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.0, "clip_score_clip_vitl14_224_next_turn_only_max": 23.0, "clip_score_dfn_public_next_turn_only_min": 3.05078125, "clip_score_dfn_public_next_turn_only_mean": 3.05078125, "clip_score_dfn_public_next_turn_only_max": 3.05078125, "clip_score_siglip2_b16_224_next_turn_only_min": -1.7890625, "clip_score_siglip2_b16_224_next_turn_only_mean": -1.7890625, "clip_score_siglip2_b16_224_next_turn_only_max": -1.7890625, "clip_score_longclip_vitl14_224_next_turn_only_min": 19.265625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 19.265625, "clip_score_longclip_vitl14_224_next_turn_only_max": 19.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.90625, "clip_score_dfn_public_prev_and_next_turn_min": 2.26171875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.26171875, "clip_score_dfn_public_prev_and_next_turn_max": 2.26171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 18.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 18.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 18.984375, "im_height": { "jpg": 1152 }, "im_height_mean": 1152.0, "im_height_min": 1152, "im_height_max": 1152, "im_width": { "jpg": 1925 }, "im_width_mean": 1925.0, "im_width_min": 1925, "im_width_max": 1925, "im_ar": { "jpg": 1.671 }, "im_ar_mean": 1.671, "im_ar_min": 1.671, "im_ar_max": 1.671, "im_kilobytes": { "jpg": 6496.88 }, "im_kilobytes_mean": 6496.88, "im_kilobytes_min": 6496.88, "im_kilobytes_max": 6496.88, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 139.75 }, "im_clarity_mean": 139.75, "im_clarity_min": 139.75, "im_clarity_max": 139.75, "im_luma": { "jpg": 207.14 }, "im_luma_mean": 207.14, "im_luma_min": 207.14, "im_luma_max": 207.14, "im_saturation": { "jpg": 55.86 }, "im_saturation_mean": 55.86, "im_saturation_min": 55.86, "im_saturation_max": 55.86, "im_entropy": { "jpg": 1.34 }, "im_entropy_mean": 1.34, "im_entropy_min": 1.34, "im_entropy_max": 1.34, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999998619, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.380926971649002e-13, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.855818601969046e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8245114684104919, "language_detection_annotation_nllb_1_lan": "fa", "language_detection_annotation_nllb_1_score": 0.008004073984920979, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.007924740202724934, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9839015603065491, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.836509108543396, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999789297580719, "text_quality_nvidia_edu_nemotron4_score": 2.466796875, "text_quality_nvidia_edu_mixtral_score": 2.384765625, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 0.9999817609786987, "custom_fasttext_val_fasttext_score": 0.00905996561050415, "custom_fasttext_core_fasttext_score": 0.0004705190658569336, "custom_fasttext_val_clean_fasttext_score": 0.04108327627182007, "custom_fasttext_core_clean_fasttext_score": 0.015488743782043457, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.6015625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.7734375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.171875, "within_sample_repetition_detection": 6.0 }, "251": { "detoxify": 1, "length_chars": 383, "length_tokens": 1950, "length_tokens_text_only": 158, "length_tokens_trainable_only": 91, "length_images": 1, "iqa_live_mean": 0.6573414272732205, "iqa_live_min": 0.6573414272732205, "iqa_live_max": 0.6573414272732205, "iqa_csiq_mean": 0.768619954586029, "iqa_csiq_min": 0.768619954586029, "iqa_csiq_max": 0.768619954586029, "iqa_tid2013_mean": 0.4728968408372667, "iqa_tid2013_min": 0.4728968408372667, "iqa_tid2013_max": 0.4728968408372667, "iqa_kadid10k_mean": 0.6411361694335938, "iqa_kadid10k_min": 0.6411361694335938, "iqa_kadid10k_max": 0.6411361694335938, "iqa_flive_mean": 0.6925791730784407, "iqa_flive_min": 0.6925791730784407, "iqa_flive_max": 0.6925791730784407, "iqa_spaq_mean": 0.45115861989030936, "iqa_spaq_min": 0.45115861989030936, "iqa_spaq_max": 0.45115861989030936, "iqa_clive_mean": 0.39719217473810375, "iqa_clive_min": 0.39719217473810375, "iqa_clive_max": 0.39719217473810375, "iqa_koniq10k_mean": 0.6553930417455809, "iqa_koniq10k_min": 0.6553930417455809, "iqa_koniq10k_max": 0.6553930417455809, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999997 }, { "lang": "la", "score": 3.070205916971752e-16 }, { "lang": "de", "score": 3.674184097372564e-18 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8735194802284241 }, { "lang": "ru", "score": 0.006462848745286465 }, { "lang": "id", "score": 0.004697313532233238 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.6573414272732205, "iqa_v2_live_min": 0.6573414272732205, "iqa_v2_live_max": 0.6573414272732205, "iqa_v2_csiq_mean": 0.768619954586029, "iqa_v2_csiq_min": 0.768619954586029, "iqa_v2_csiq_max": 0.768619954586029, "iqa_v2_tid2013_mean": 0.4728968408372667, "iqa_v2_tid2013_min": 0.4728968408372667, "iqa_v2_tid2013_max": 0.4728968408372667, "iqa_v2_kadid10k_mean": 0.6411361694335938, "iqa_v2_kadid10k_min": 0.6411361694335938, "iqa_v2_kadid10k_max": 0.6411361694335938, "iqa_v2_flive_mean": 0.6925791730784407, "iqa_v2_flive_min": 0.6925791730784407, "iqa_v2_flive_max": 0.6925791730784407, "iqa_v2_spaq_mean": 0.45115861989030936, "iqa_v2_spaq_min": 0.45115861989030936, "iqa_v2_spaq_max": 0.45115861989030936, "iqa_v2_clive_mean": 0.39719217473810375, "iqa_v2_clive_min": 0.39719217473810375, "iqa_v2_clive_max": 0.39719217473810375, "iqa_v2_koniq10k_mean": 0.6553930417455809, "iqa_v2_koniq10k_min": 0.6553930417455809, "iqa_v2_koniq10k_max": 0.6553930417455809, "imdecont": { "jpg": 0.5727073550224304 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.5727073550224304, "imdecont_mean": 0.5727073550224304, "imdecont_min": 0.5727073550224304, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.3125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.3125, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.3125, "clip_score_dfn_public_prev_turn_only_min": 1.72265625, "clip_score_dfn_public_prev_turn_only_mean": 1.72265625, "clip_score_dfn_public_prev_turn_only_max": 1.72265625, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.1875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.1875, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.1875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.421875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.421875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.421875, "clip_score_clip_vitl14_224_next_turn_only_min": 34.75, "clip_score_clip_vitl14_224_next_turn_only_mean": 34.75, "clip_score_clip_vitl14_224_next_turn_only_max": 34.75, "clip_score_dfn_public_next_turn_only_min": 4.45703125, "clip_score_dfn_public_next_turn_only_mean": 4.45703125, "clip_score_dfn_public_next_turn_only_max": 4.45703125, "clip_score_siglip2_b16_224_next_turn_only_min": 5.109375, "clip_score_siglip2_b16_224_next_turn_only_mean": 5.109375, "clip_score_siglip2_b16_224_next_turn_only_max": 5.109375, "clip_score_longclip_vitl14_224_next_turn_only_min": 29.328125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 29.328125, "clip_score_longclip_vitl14_224_next_turn_only_max": 29.328125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 31.375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 31.375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 31.375, "clip_score_dfn_public_prev_and_next_turn_min": 5.1484375, "clip_score_dfn_public_prev_and_next_turn_mean": 5.1484375, "clip_score_dfn_public_prev_and_next_turn_max": 5.1484375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.09375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.09375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.109375, "im_height": { "jpg": 1037 }, "im_height_mean": 1037.0, "im_height_min": 1037, "im_height_max": 1037, "im_width": { "jpg": 638 }, "im_width_mean": 638.0, "im_width_min": 638, "im_width_max": 638, "im_ar": { "jpg": 0.6152 }, "im_ar_mean": 0.6152, "im_ar_min": 0.6152, "im_ar_max": 0.6152, "im_kilobytes": { "jpg": 1938.3 }, "im_kilobytes_mean": 1938.3, "im_kilobytes_min": 1938.3, "im_kilobytes_max": 1938.3, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 445.14 }, "im_clarity_mean": 445.14, "im_clarity_min": 445.14, "im_clarity_max": 445.14, "im_luma": { "jpg": 242.26 }, "im_luma_mean": 242.26, "im_luma_min": 242.26, "im_luma_max": 242.26, "im_saturation": { "jpg": 15.26 }, "im_saturation_mean": 15.26, "im_saturation_min": 15.26, "im_saturation_max": 15.26, "im_entropy": { "jpg": 1.61 }, "im_entropy_mean": 1.61, "im_entropy_min": 1.61, "im_entropy_max": 1.61, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999997, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.070205916971752e-16, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 3.674184097372564e-18, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8735194802284241, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006462848745286465, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.004697313532233238, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9764437675476074, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5621472001075745, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9985315799713135, "text_quality_nvidia_edu_nemotron4_score": 2.404296875, "text_quality_nvidia_edu_mixtral_score": 2.11328125, "text_quality_dclmbaseline_fasttext_score": 0.9718974232673645, "text_quality_dolma3_fasttext_score": 0.8685516715049744, "custom_fasttext_val_fasttext_score": 0.0005898475646972656, "custom_fasttext_core_fasttext_score": 7.748603820800781e-06, "custom_fasttext_val_clean_fasttext_score": 0.0004993677139282227, "custom_fasttext_core_clean_fasttext_score": 0.00024956464767456055, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.078125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.8671875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.2109375, "within_sample_repetition_detection": 8.0 }, "258": { "detoxify": 1, "length_chars": 1165, "length_tokens": 3756, "length_tokens_text_only": 428, "length_tokens_trainable_only": 299, "length_images": 1, "iqa_live_mean": 0.5195764483827533, "iqa_live_min": 0.5195764483827533, "iqa_live_max": 0.5195764483827533, "iqa_csiq_mean": 0.591862142086029, "iqa_csiq_min": 0.591862142086029, "iqa_csiq_max": 0.591862142086029, "iqa_tid2013_mean": 0.3425935639275445, "iqa_tid2013_min": 0.3425935639275445, "iqa_tid2013_max": 0.3425935639275445, "iqa_kadid10k_mean": 0.4366455078125, "iqa_kadid10k_min": 0.4366455078125, "iqa_kadid10k_max": 0.4366455078125, "iqa_flive_mean": 0.6429101192589962, "iqa_flive_min": 0.6429101192589962, "iqa_flive_max": 0.6429101192589962, "iqa_spaq_mean": 0.4552621552438447, "iqa_spaq_min": 0.4552621552438447, "iqa_spaq_max": 0.4552621552438447, "iqa_clive_mean": 0.5334374398896189, "iqa_clive_min": 0.5334374398896189, "iqa_clive_max": 0.5334374398896189, "iqa_koniq10k_mean": 0.6901152639678031, "iqa_koniq10k_min": 0.6901152639678031, "iqa_koniq10k_max": 0.6901152639678031, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999994 }, { "lang": "la", "score": 5.263177665625207e-16 }, { "lang": "eo", "score": 1.719030976861486e-25 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8735568523406982 }, { "lang": "ru", "score": 0.006827117875218391 }, { "lang": "vi", "score": 0.004876527935266495 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5195764483827533, "iqa_v2_live_min": 0.5195764483827533, "iqa_v2_live_max": 0.5195764483827533, "iqa_v2_csiq_mean": 0.591862142086029, "iqa_v2_csiq_min": 0.591862142086029, "iqa_v2_csiq_max": 0.591862142086029, "iqa_v2_tid2013_mean": 0.3425935639275445, "iqa_v2_tid2013_min": 0.3425935639275445, "iqa_v2_tid2013_max": 0.3425935639275445, "iqa_v2_kadid10k_mean": 0.4366455078125, "iqa_v2_kadid10k_min": 0.4366455078125, "iqa_v2_kadid10k_max": 0.4366455078125, "iqa_v2_flive_mean": 0.6429101192589962, "iqa_v2_flive_min": 0.6429101192589962, "iqa_v2_flive_max": 0.6429101192589962, "iqa_v2_spaq_mean": 0.4552621552438447, "iqa_v2_spaq_min": 0.4552621552438447, "iqa_v2_spaq_max": 0.4552621552438447, "iqa_v2_clive_mean": 0.5334374398896189, "iqa_v2_clive_min": 0.5334374398896189, "iqa_v2_clive_max": 0.5334374398896189, "iqa_v2_koniq10k_mean": 0.6901152639678031, "iqa_v2_koniq10k_min": 0.6901152639678031, "iqa_v2_koniq10k_max": 0.6901152639678031, "imdecont": { "jpg": 0.5192344188690186 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5192344188690186, "imdecont_mean": 0.5192344188690186, "imdecont_min": 0.5192344188690186, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.171875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.171875, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.171875, "clip_score_dfn_public_prev_turn_only_min": 3.888671875, "clip_score_dfn_public_prev_turn_only_mean": 3.888671875, "clip_score_dfn_public_prev_turn_only_max": 3.888671875, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.5, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.5, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.5, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.046875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.046875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.046875, "clip_score_clip_vitl14_224_next_turn_only_min": 28.203125, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.203125, "clip_score_clip_vitl14_224_next_turn_only_max": 28.203125, "clip_score_dfn_public_next_turn_only_min": 3.068359375, "clip_score_dfn_public_next_turn_only_mean": 3.068359375, "clip_score_dfn_public_next_turn_only_max": 3.068359375, "clip_score_siglip2_b16_224_next_turn_only_min": 3.234375, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.234375, "clip_score_siglip2_b16_224_next_turn_only_max": 3.234375, "clip_score_longclip_vitl14_224_next_turn_only_min": 27.09375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 27.09375, "clip_score_longclip_vitl14_224_next_turn_only_max": 27.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.171875, "clip_score_dfn_public_prev_and_next_turn_min": 3.888671875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.888671875, "clip_score_dfn_public_prev_and_next_turn_max": 3.888671875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.5, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.5, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.5, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.078125, "im_height": { "jpg": 1798 }, "im_height_mean": 1798.0, "im_height_min": 1798, "im_height_max": 1798, "im_width": { "jpg": 1470 }, "im_width_mean": 1470.0, "im_width_min": 1470, "im_width_max": 1470, "im_ar": { "jpg": 0.8176 }, "im_ar_mean": 0.8176, "im_ar_min": 0.8176, "im_ar_max": 0.8176, "im_kilobytes": { "jpg": 7743.34 }, "im_kilobytes_mean": 7743.34, "im_kilobytes_min": 7743.34, "im_kilobytes_max": 7743.34, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 248.89 }, "im_clarity_mean": 248.89, "im_clarity_min": 248.89, "im_clarity_max": 248.89, "im_luma": { "jpg": 204.61 }, "im_luma_mean": 204.61, "im_luma_min": 204.61, "im_luma_max": 204.61, "im_saturation": { "jpg": 33.79 }, "im_saturation_mean": 33.79, "im_saturation_min": 33.79, "im_saturation_max": 33.79, "im_entropy": { "jpg": 1.93 }, "im_entropy_mean": 1.93, "im_entropy_min": 1.93, "im_entropy_max": 1.93, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999994, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 5.263177665625207e-16, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.719030976861486e-25, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8735568523406982, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006827117875218391, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.004876527935266495, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9917574524879456, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8817247152328491, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997184872627258, "text_quality_nvidia_edu_nemotron4_score": 2.349609375, "text_quality_nvidia_edu_mixtral_score": 2.435546875, "text_quality_dclmbaseline_fasttext_score": 0.9999544620513916, "text_quality_dolma3_fasttext_score": 0.999953031539917, "custom_fasttext_val_fasttext_score": 0.0008999109268188477, "custom_fasttext_core_fasttext_score": 2.1457672119140625e-05, "custom_fasttext_val_clean_fasttext_score": 0.001724541187286377, "custom_fasttext_core_clean_fasttext_score": 0.0002980232238769531, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.0390625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.171875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1328125, "within_sample_repetition_detection": 8.0 }, "252": { "detoxify": 1, "length_chars": 963, "length_tokens": 3264, "length_tokens_text_only": 448, "length_tokens_trainable_only": 329, "length_images": 1, "iqa_live_mean": 0.3865870080813012, "iqa_live_min": 0.3865870080813012, "iqa_live_max": 0.3865870080813012, "iqa_csiq_mean": 0.537968099117279, "iqa_csiq_min": 0.537968099117279, "iqa_csiq_max": 0.537968099117279, "iqa_tid2013_mean": 0.29929929309421116, "iqa_tid2013_min": 0.29929929309421116, "iqa_tid2013_max": 0.29929929309421116, "iqa_kadid10k_mean": 0.2696533203125, "iqa_kadid10k_min": 0.2696533203125, "iqa_kadid10k_max": 0.2696533203125, "iqa_flive_mean": 0.617413453381471, "iqa_flive_min": 0.617413453381471, "iqa_flive_max": 0.617413453381471, "iqa_spaq_mean": 0.3278552739307134, "iqa_spaq_min": 0.3278552739307134, "iqa_spaq_max": 0.3278552739307134, "iqa_clive_mean": 0.4252066949401239, "iqa_clive_min": 0.4252066949401239, "iqa_clive_max": 0.4252066949401239, "iqa_koniq10k_mean": 0.6129372721970684, "iqa_koniq10k_min": 0.6129372721970684, "iqa_koniq10k_max": 0.6129372721970684, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999908942291159 }, { "lang": "la", "score": 9.10577087988521e-06 }, { "lang": "eo", "score": 3.8019610130326596e-15 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7830376029014587 }, { "lang": "tr", "score": 0.0106356181204319 }, { "lang": "fr", "score": 0.00810161791741848 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3865870080813012, "iqa_v2_live_min": 0.3865870080813012, "iqa_v2_live_max": 0.3865870080813012, "iqa_v2_csiq_mean": 0.537968099117279, "iqa_v2_csiq_min": 0.537968099117279, "iqa_v2_csiq_max": 0.537968099117279, "iqa_v2_tid2013_mean": 0.29929929309421116, "iqa_v2_tid2013_min": 0.29929929309421116, "iqa_v2_tid2013_max": 0.29929929309421116, "iqa_v2_kadid10k_mean": 0.2696533203125, "iqa_v2_kadid10k_min": 0.2696533203125, "iqa_v2_kadid10k_max": 0.2696533203125, "iqa_v2_flive_mean": 0.617413453381471, "iqa_v2_flive_min": 0.617413453381471, "iqa_v2_flive_max": 0.617413453381471, "iqa_v2_spaq_mean": 0.3278552739307134, "iqa_v2_spaq_min": 0.3278552739307134, "iqa_v2_spaq_max": 0.3278552739307134, "iqa_v2_clive_mean": 0.4252066949401239, "iqa_v2_clive_min": 0.4252066949401239, "iqa_v2_clive_max": 0.4252066949401239, "iqa_v2_koniq10k_mean": 0.6129372721970684, "iqa_v2_koniq10k_min": 0.6129372721970684, "iqa_v2_koniq10k_max": 0.6129372721970684, "imdecont": { "jpg": 0.5344104170799255 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.5344104170799255, "imdecont_mean": 0.5344104170799255, "imdecont_min": 0.5344104170799255, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.265625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.265625, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.265625, "clip_score_dfn_public_prev_turn_only_min": 3.009765625, "clip_score_dfn_public_prev_turn_only_mean": 3.009765625, "clip_score_dfn_public_prev_turn_only_max": 3.009765625, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.203125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.203125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.203125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.859375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.859375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.859375, "clip_score_clip_vitl14_224_next_turn_only_min": 28.34375, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.34375, "clip_score_clip_vitl14_224_next_turn_only_max": 28.34375, "clip_score_dfn_public_next_turn_only_min": 3.822265625, "clip_score_dfn_public_next_turn_only_mean": 3.822265625, "clip_score_dfn_public_next_turn_only_max": 3.822265625, "clip_score_siglip2_b16_224_next_turn_only_min": 1.453125, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.453125, "clip_score_siglip2_b16_224_next_turn_only_max": 1.453125, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.703125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.703125, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.21875, "clip_score_dfn_public_prev_and_next_turn_min": 2.8203125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.8203125, "clip_score_dfn_public_prev_and_next_turn_max": 2.8203125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.203125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.203125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.171875, "im_height": { "jpg": 4010 }, "im_height_mean": 4010.0, "im_height_min": 4010, "im_height_max": 4010, "im_width": { "jpg": 1483 }, "im_width_mean": 1483.0, "im_width_min": 1483, "im_width_max": 1483, "im_ar": { "jpg": 0.3698 }, "im_ar_mean": 0.3698, "im_ar_min": 0.3698, "im_ar_max": 0.3698, "im_kilobytes": { "jpg": 17422.35 }, "im_kilobytes_mean": 17422.35, "im_kilobytes_min": 17422.35, "im_kilobytes_max": 17422.35, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 175.93 }, "im_clarity_mean": 175.93, "im_clarity_min": 175.93, "im_clarity_max": 175.93, "im_luma": { "jpg": 232.09 }, "im_luma_mean": 232.09, "im_luma_min": 232.09, "im_luma_max": 232.09, "im_saturation": { "jpg": 51.64 }, "im_saturation_mean": 51.64, "im_saturation_min": 51.64, "im_saturation_max": 51.64, "im_entropy": { "jpg": 1.84 }, "im_entropy_mean": 1.84, "im_entropy_min": 1.84, "im_entropy_max": 1.84, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999908942291159, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 9.10577087988521e-06, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 3.8019610130326596e-15, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7830376029014587, "language_detection_annotation_nllb_1_lan": "tr", "language_detection_annotation_nllb_1_score": 0.0106356181204319, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.00810161791741848, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.992562472820282, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6072367429733276, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997846484184265, "text_quality_nvidia_edu_nemotron4_score": 2.3359375, "text_quality_nvidia_edu_mixtral_score": 2.109375, "text_quality_dclmbaseline_fasttext_score": 0.9995160102844238, "text_quality_dolma3_fasttext_score": 0.9999923706054688, "custom_fasttext_val_fasttext_score": 0.0009313225746154785, "custom_fasttext_core_fasttext_score": 9.298324584960938e-06, "custom_fasttext_val_clean_fasttext_score": 0.0004951953887939453, "custom_fasttext_core_clean_fasttext_score": 2.7418136596679688e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.015625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.015625, "within_sample_repetition_detection": 7.0 }, "254": { "detoxify": 1, "length_chars": 1791, "length_tokens": 3295, "length_tokens_text_only": 735, "length_tokens_trainable_only": 586, "length_images": 1, "iqa_live_mean": 0.37017286666715987, "iqa_live_min": 0.37017286666715987, "iqa_live_max": 0.37017286666715987, "iqa_csiq_mean": 0.49560970067977905, "iqa_csiq_min": 0.49560970067977905, "iqa_csiq_max": 0.49560970067977905, "iqa_tid2013_mean": 0.2943079736497667, "iqa_tid2013_min": 0.2943079736497667, "iqa_tid2013_max": 0.2943079736497667, "iqa_kadid10k_mean": 0.3060302734375, "iqa_kadid10k_min": 0.3060302734375, "iqa_kadid10k_max": 0.3060302734375, "iqa_flive_mean": 0.5980794887350064, "iqa_flive_min": 0.5980794887350064, "iqa_flive_max": 0.5980794887350064, "iqa_spaq_mean": 0.30086663756707704, "iqa_spaq_min": 0.30086663756707704, "iqa_spaq_max": 0.30086663756707704, "iqa_clive_mean": 0.350475003020932, "iqa_clive_min": 0.350475003020932, "iqa_clive_max": 0.350475003020932, "iqa_koniq10k_mean": 0.6351910600758562, "iqa_koniq10k_min": 0.6351910600758562, "iqa_koniq10k_max": 0.6351910600758562, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 6.049211421988647e-28 }, { "lang": "tl", "score": 7.954599884253663e-35 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8266664147377014 }, { "lang": "ru", "score": 0.009368457831442356 }, { "lang": "th", "score": 0.006253797560930252 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.37017286666715987, "iqa_v2_live_min": 0.37017286666715987, "iqa_v2_live_max": 0.37017286666715987, "iqa_v2_csiq_mean": 0.49560970067977905, "iqa_v2_csiq_min": 0.49560970067977905, "iqa_v2_csiq_max": 0.49560970067977905, "iqa_v2_tid2013_mean": 0.2943079736497667, "iqa_v2_tid2013_min": 0.2943079736497667, "iqa_v2_tid2013_max": 0.2943079736497667, "iqa_v2_kadid10k_mean": 0.3060302734375, "iqa_v2_kadid10k_min": 0.3060302734375, "iqa_v2_kadid10k_max": 0.3060302734375, "iqa_v2_flive_mean": 0.5980794887350064, "iqa_v2_flive_min": 0.5980794887350064, "iqa_v2_flive_max": 0.5980794887350064, "iqa_v2_spaq_mean": 0.30086663756707704, "iqa_v2_spaq_min": 0.30086663756707704, "iqa_v2_spaq_max": 0.30086663756707704, "iqa_v2_clive_mean": 0.350475003020932, "iqa_v2_clive_min": 0.350475003020932, "iqa_v2_clive_max": 0.350475003020932, "iqa_v2_koniq10k_mean": 0.6351910600758562, "iqa_v2_koniq10k_min": 0.6351910600758562, "iqa_v2_koniq10k_max": 0.6351910600758562, "imdecont": { "jpg": 0.45014792680740356 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.45014792680740356, "imdecont_mean": 0.45014792680740356, "imdecont_min": 0.45014792680740356, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.171875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.171875, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.171875, "clip_score_dfn_public_prev_turn_only_min": 5.15234375, "clip_score_dfn_public_prev_turn_only_mean": 5.15234375, "clip_score_dfn_public_prev_turn_only_max": 5.15234375, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.34375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.34375, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.34375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.125, "clip_score_clip_vitl14_224_next_turn_only_min": 28.515625, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.515625, "clip_score_clip_vitl14_224_next_turn_only_max": 28.515625, "clip_score_dfn_public_next_turn_only_min": 4.15625, "clip_score_dfn_public_next_turn_only_mean": 4.15625, "clip_score_dfn_public_next_turn_only_max": 4.15625, "clip_score_siglip2_b16_224_next_turn_only_min": 1.859375, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.859375, "clip_score_siglip2_b16_224_next_turn_only_max": 1.859375, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.703125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.703125, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.171875, "clip_score_dfn_public_prev_and_next_turn_min": 5.15234375, "clip_score_dfn_public_prev_and_next_turn_mean": 5.15234375, "clip_score_dfn_public_prev_and_next_turn_max": 5.15234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.34375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.34375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.265625, "im_height": { "jpg": 2680 }, "im_height_mean": 2680.0, "im_height_min": 2680, "im_height_max": 2680, "im_width": { "jpg": 2670 }, "im_width_mean": 2670.0, "im_width_min": 2670, "im_width_max": 2670, "im_ar": { "jpg": 0.9963 }, "im_ar_mean": 0.9963, "im_ar_min": 0.9963, "im_ar_max": 0.9963, "im_kilobytes": { "jpg": 20963.67 }, "im_kilobytes_mean": 20963.67, "im_kilobytes_min": 20963.67, "im_kilobytes_max": 20963.67, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 223.06 }, "im_clarity_mean": 223.06, "im_clarity_min": 223.06, "im_clarity_max": 223.06, "im_luma": { "jpg": 229.77 }, "im_luma_mean": 229.77, "im_luma_min": 229.77, "im_luma_max": 229.77, "im_saturation": { "jpg": 43.56 }, "im_saturation_mean": 43.56, "im_saturation_min": 43.56, "im_saturation_max": 43.56, "im_entropy": { "jpg": 2.05 }, "im_entropy_mean": 2.05, "im_entropy_min": 2.05, "im_entropy_max": 2.05, "unifilter_score_qwen2_5_1_5b": -0.73095703125, "unifilter_score_qwen3_0_6b": 0.515625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 6.049211421988647e-28, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 7.954599884253663e-35, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8266664147377014, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.009368457831442356, "language_detection_annotation_nllb_2_lan": "th", "language_detection_annotation_nllb_2_score": 0.006253797560930252, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9901235699653625, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7648454904556274, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9993289709091187, "text_quality_nvidia_edu_nemotron4_score": 1.9599609375, "text_quality_nvidia_edu_mixtral_score": 2.474609375, "text_quality_dclmbaseline_fasttext_score": 0.999758780002594, "text_quality_dolma3_fasttext_score": 0.9999217987060547, "custom_fasttext_val_fasttext_score": 0.0011587738990783691, "custom_fasttext_core_fasttext_score": 0.00012981891632080078, "custom_fasttext_val_clean_fasttext_score": 0.000858604907989502, "custom_fasttext_core_clean_fasttext_score": 3.731250762939453e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.7109375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.8046875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.09375, "within_sample_repetition_detection": 6.0 }, "257": { "detoxify": 1, "length_chars": 755, "length_tokens": 2818, "length_tokens_text_only": 258, "length_tokens_trainable_only": 167, "length_images": 1, "iqa_live_mean": 0.2909430301550662, "iqa_live_min": 0.2909430301550662, "iqa_live_max": 0.2909430301550662, "iqa_csiq_mean": 0.33966487646102905, "iqa_csiq_min": 0.33966487646102905, "iqa_csiq_max": 0.33966487646102905, "iqa_tid2013_mean": 0.2745597097608778, "iqa_tid2013_min": 0.2745597097608778, "iqa_tid2013_max": 0.2745597097608778, "iqa_kadid10k_mean": 0.1444091796875, "iqa_kadid10k_min": 0.1444091796875, "iqa_kadid10k_max": 0.1444091796875, "iqa_flive_mean": 0.5431157892400569, "iqa_flive_min": 0.5431157892400569, "iqa_flive_max": 0.5431157892400569, "iqa_spaq_mean": 0.2727732032236427, "iqa_spaq_min": 0.2727732032236427, "iqa_spaq_max": 0.2727732032236427, "iqa_clive_mean": 0.5020887972128512, "iqa_clive_min": 0.5020887972128512, "iqa_clive_max": 0.5020887972128512, "iqa_koniq10k_mean": 0.6673879912405304, "iqa_koniq10k_min": 0.6673879912405304, "iqa_koniq10k_max": 0.6673879912405304, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 2.645611823755159e-27 }, { "lang": "de", "score": 2.408763567028203e-28 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8882865309715271 }, { "lang": "ru", "score": 0.004733690060675144 }, { "lang": "id", "score": 0.004460073541849852 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.2909430301550662, "iqa_v2_live_min": 0.2909430301550662, "iqa_v2_live_max": 0.2909430301550662, "iqa_v2_csiq_mean": 0.33966487646102905, "iqa_v2_csiq_min": 0.33966487646102905, "iqa_v2_csiq_max": 0.33966487646102905, "iqa_v2_tid2013_mean": 0.2745597097608778, "iqa_v2_tid2013_min": 0.2745597097608778, "iqa_v2_tid2013_max": 0.2745597097608778, "iqa_v2_kadid10k_mean": 0.1444091796875, "iqa_v2_kadid10k_min": 0.1444091796875, "iqa_v2_kadid10k_max": 0.1444091796875, "iqa_v2_flive_mean": 0.5431157892400569, "iqa_v2_flive_min": 0.5431157892400569, "iqa_v2_flive_max": 0.5431157892400569, "iqa_v2_spaq_mean": 0.2727732032236427, "iqa_v2_spaq_min": 0.2727732032236427, "iqa_v2_spaq_max": 0.2727732032236427, "iqa_v2_clive_mean": 0.5020887972128512, "iqa_v2_clive_min": 0.5020887972128512, "iqa_v2_clive_max": 0.5020887972128512, "iqa_v2_koniq10k_mean": 0.6673879912405304, "iqa_v2_koniq10k_min": 0.6673879912405304, "iqa_v2_koniq10k_max": 0.6673879912405304, "imdecont": { "jpg": 0.4774055480957031 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.4774055480957031, "imdecont_mean": 0.4774055480957031, "imdecont_min": 0.4774055480957031, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.953125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.953125, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.953125, "clip_score_dfn_public_prev_turn_only_min": 3.888671875, "clip_score_dfn_public_prev_turn_only_mean": 3.888671875, "clip_score_dfn_public_prev_turn_only_max": 3.888671875, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.90625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.90625, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.90625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.75, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.75, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.75, "clip_score_clip_vitl14_224_next_turn_only_min": 23.34375, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.34375, "clip_score_clip_vitl14_224_next_turn_only_max": 23.34375, "clip_score_dfn_public_next_turn_only_min": 4.3203125, "clip_score_dfn_public_next_turn_only_mean": 4.3203125, "clip_score_dfn_public_next_turn_only_max": 4.3203125, "clip_score_siglip2_b16_224_next_turn_only_min": 1.140625, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.140625, "clip_score_siglip2_b16_224_next_turn_only_max": 1.140625, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.140625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.140625, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.140625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.0, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.0, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.0, "clip_score_dfn_public_prev_and_next_turn_min": 4.234375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.234375, "clip_score_dfn_public_prev_and_next_turn_max": 4.234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.09375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.09375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.9375, "im_height": { "jpg": 2415 }, "im_height_mean": 2415.0, "im_height_min": 2415, "im_height_max": 2415, "im_width": { "jpg": 2376 }, "im_width_mean": 2376.0, "im_width_min": 2376, "im_width_max": 2376, "im_ar": { "jpg": 0.9839 }, "im_ar_mean": 0.9839, "im_ar_min": 0.9839, "im_ar_max": 0.9839, "im_kilobytes": { "jpg": 16810.66 }, "im_kilobytes_mean": 16810.66, "im_kilobytes_min": 16810.66, "im_kilobytes_max": 16810.66, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 122.94 }, "im_clarity_mean": 122.94, "im_clarity_min": 122.94, "im_clarity_max": 122.94, "im_luma": { "jpg": 187.92 }, "im_luma_mean": 187.92, "im_luma_min": 187.92, "im_luma_max": 187.92, "im_saturation": { "jpg": 83.17 }, "im_saturation_mean": 83.17, "im_saturation_min": 83.17, "im_saturation_max": 83.17, "im_entropy": { "jpg": 1.57 }, "im_entropy_mean": 1.57, "im_entropy_min": 1.57, "im_entropy_max": 1.57, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.645611823755159e-27, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 2.408763567028203e-28, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8882865309715271, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.004733690060675144, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.004460073541849852, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9775834083557129, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6629636883735657, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999618649482727, "text_quality_nvidia_edu_nemotron4_score": 2.595703125, "text_quality_nvidia_edu_mixtral_score": 2.4609375, "text_quality_dclmbaseline_fasttext_score": 0.9994970560073853, "text_quality_dolma3_fasttext_score": 0.9996193051338196, "custom_fasttext_val_fasttext_score": 0.00042361021041870117, "custom_fasttext_core_fasttext_score": 5.9604644775390625e-06, "custom_fasttext_val_clean_fasttext_score": 0.013377547264099121, "custom_fasttext_core_clean_fasttext_score": 0.0030239224433898926, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.296875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.2890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0078125, "within_sample_repetition_detection": 4.0 }, "206": { "detoxify": 1, "length_chars": 1208, "length_tokens": 3015, "length_tokens_text_only": 455, "length_tokens_trainable_only": 332, "length_images": 1, "iqa_live_mean": 0.3864291797984729, "iqa_live_min": 0.3864291797984729, "iqa_live_max": 0.3864291797984729, "iqa_csiq_mean": 0.512638509273529, "iqa_csiq_min": 0.512638509273529, "iqa_csiq_max": 0.512638509273529, "iqa_tid2013_mean": 0.27759790420532227, "iqa_tid2013_min": 0.27759790420532227, "iqa_tid2013_max": 0.27759790420532227, "iqa_kadid10k_mean": 0.3175048828125, "iqa_kadid10k_min": 0.3175048828125, "iqa_kadid10k_max": 0.3175048828125, "iqa_flive_mean": 0.6096404104521781, "iqa_flive_min": 0.6096404104521781, "iqa_flive_max": 0.6096404104521781, "iqa_spaq_mean": 0.27861284968828914, "iqa_spaq_min": 0.27861284968828914, "iqa_spaq_max": 0.27861284968828914, "iqa_clive_mean": 0.3937199525158815, "iqa_clive_min": 0.3937199525158815, "iqa_clive_max": 0.3937199525158815, "iqa_koniq10k_mean": 0.6243009085607047, "iqa_koniq10k_min": 0.6243009085607047, "iqa_koniq10k_max": 0.6243009085607047, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 2.323922243662048e-26 }, { "lang": "tl", "score": 7.805470766856058e-31 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8763886094093323 }, { "lang": "pt", "score": 0.005528502631932497 }, { "lang": "ru", "score": 0.00496548181399703 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3864291797984729, "iqa_v2_live_min": 0.3864291797984729, "iqa_v2_live_max": 0.3864291797984729, "iqa_v2_csiq_mean": 0.512638509273529, "iqa_v2_csiq_min": 0.512638509273529, "iqa_v2_csiq_max": 0.512638509273529, "iqa_v2_tid2013_mean": 0.27759790420532227, "iqa_v2_tid2013_min": 0.27759790420532227, "iqa_v2_tid2013_max": 0.27759790420532227, "iqa_v2_kadid10k_mean": 0.3175048828125, "iqa_v2_kadid10k_min": 0.3175048828125, "iqa_v2_kadid10k_max": 0.3175048828125, "iqa_v2_flive_mean": 0.6096404104521781, "iqa_v2_flive_min": 0.6096404104521781, "iqa_v2_flive_max": 0.6096404104521781, "iqa_v2_spaq_mean": 0.27861284968828914, "iqa_v2_spaq_min": 0.27861284968828914, "iqa_v2_spaq_max": 0.27861284968828914, "iqa_v2_clive_mean": 0.3937199525158815, "iqa_v2_clive_min": 0.3937199525158815, "iqa_v2_clive_max": 0.3937199525158815, "iqa_v2_koniq10k_mean": 0.6243009085607047, "iqa_v2_koniq10k_min": 0.6243009085607047, "iqa_v2_koniq10k_max": 0.6243009085607047, "imdecont": { "jpg": 0.41509902477264404 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.41509902477264404, "imdecont_mean": 0.41509902477264404, "imdecont_min": 0.41509902477264404, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.734375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.734375, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.734375, "clip_score_dfn_public_prev_turn_only_min": 4.05078125, "clip_score_dfn_public_prev_turn_only_mean": 4.05078125, "clip_score_dfn_public_prev_turn_only_max": 4.05078125, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.296875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.296875, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.296875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.734375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.734375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.734375, "clip_score_clip_vitl14_224_next_turn_only_min": 24.03125, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.03125, "clip_score_clip_vitl14_224_next_turn_only_max": 24.03125, "clip_score_dfn_public_next_turn_only_min": 2.25, "clip_score_dfn_public_next_turn_only_mean": 2.25, "clip_score_dfn_public_next_turn_only_max": 2.25, "clip_score_siglip2_b16_224_next_turn_only_min": -1.5, "clip_score_siglip2_b16_224_next_turn_only_mean": -1.5, "clip_score_siglip2_b16_224_next_turn_only_max": -1.5, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.5625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.5625, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.734375, "clip_score_dfn_public_prev_and_next_turn_min": 4.05078125, "clip_score_dfn_public_prev_and_next_turn_mean": 4.05078125, "clip_score_dfn_public_prev_and_next_turn_max": 4.05078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.34375, "im_height": { "jpg": 2929 }, "im_height_mean": 2929.0, "im_height_min": 2929, "im_height_max": 2929, "im_width": { "jpg": 3146 }, "im_width_mean": 3146.0, "im_width_min": 3146, "im_width_max": 3146, "im_ar": { "jpg": 1.0741 }, "im_ar_mean": 1.0741, "im_ar_min": 1.0741, "im_ar_max": 1.0741, "im_kilobytes": { "jpg": 26996.0 }, "im_kilobytes_mean": 26996.0, "im_kilobytes_min": 26996.0, "im_kilobytes_max": 26996.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 136.63 }, "im_clarity_mean": 136.63, "im_clarity_min": 136.63, "im_clarity_max": 136.63, "im_luma": { "jpg": 222.63 }, "im_luma_mean": 222.63, "im_luma_min": 222.63, "im_luma_max": 222.63, "im_saturation": { "jpg": 88.56 }, "im_saturation_mean": 88.56, "im_saturation_min": 88.56, "im_saturation_max": 88.56, "im_entropy": { "jpg": 2.21 }, "im_entropy_mean": 2.21, "im_entropy_min": 2.21, "im_entropy_max": 2.21, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.323922243662048e-26, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 7.805470766856058e-31, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8763886094093323, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.005528502631932497, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.00496548181399703, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9947583079338074, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7175572514533997, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997186064720154, "text_quality_nvidia_edu_nemotron4_score": 2.173828125, "text_quality_nvidia_edu_mixtral_score": 2.169921875, "text_quality_dclmbaseline_fasttext_score": 0.9937498569488525, "text_quality_dolma3_fasttext_score": 0.9953269958496094, "custom_fasttext_val_fasttext_score": 0.0016928315162658691, "custom_fasttext_core_fasttext_score": 0.0001404285430908203, "custom_fasttext_val_clean_fasttext_score": 0.0024886727333068848, "custom_fasttext_core_clean_fasttext_score": 0.00010013580322265625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.0390625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.1640625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.125, "within_sample_repetition_detection": 7.0 }, "249": { "detoxify": 1, "length_chars": 747, "length_tokens": 3143, "length_tokens_text_only": 327, "length_tokens_trainable_only": 209, "length_images": 1, "iqa_live_mean": 0.32629656550860153, "iqa_live_min": 0.32629656550860153, "iqa_live_max": 0.32629656550860153, "iqa_csiq_mean": 0.49530452489852905, "iqa_csiq_min": 0.49530452489852905, "iqa_csiq_max": 0.49530452489852905, "iqa_tid2013_mean": 0.3134051958719889, "iqa_tid2013_min": 0.3134051958719889, "iqa_tid2013_max": 0.3134051958719889, "iqa_kadid10k_mean": 0.1463623046875, "iqa_kadid10k_min": 0.1463623046875, "iqa_kadid10k_max": 0.1463623046875, "iqa_flive_mean": 0.6194454925228852, "iqa_flive_min": 0.6194454925228852, "iqa_flive_max": 0.6194454925228852, "iqa_spaq_mean": 0.4431882916074811, "iqa_spaq_min": 0.4431882916074811, "iqa_spaq_max": 0.4431882916074811, "iqa_clive_mean": 0.3830665434249724, "iqa_clive_min": 0.3830665434249724, "iqa_clive_max": 0.3830665434249724, "iqa_koniq10k_mean": 0.5258160600758562, "iqa_koniq10k_min": 0.5258160600758562, "iqa_koniq10k_max": 0.5258160600758562, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999998904281 }, { "lang": "la", "score": 1.095718700421569e-10 }, { "lang": "tl", "score": 4.020174834343499e-21 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8346868753433228 }, { "lang": "ru", "score": 0.009539554826915264 }, { "lang": "ja", "score": 0.006046907976269722 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.32629656550860153, "iqa_v2_live_min": 0.32629656550860153, "iqa_v2_live_max": 0.32629656550860153, "iqa_v2_csiq_mean": 0.49530452489852905, "iqa_v2_csiq_min": 0.49530452489852905, "iqa_v2_csiq_max": 0.49530452489852905, "iqa_v2_tid2013_mean": 0.31351370281643337, "iqa_v2_tid2013_min": 0.31351370281643337, "iqa_v2_tid2013_max": 0.31351370281643337, "iqa_v2_kadid10k_mean": 0.1463623046875, "iqa_v2_kadid10k_min": 0.1463623046875, "iqa_v2_kadid10k_max": 0.1463623046875, "iqa_v2_flive_mean": 0.6194849495935922, "iqa_v2_flive_min": 0.6194849495935922, "iqa_v2_flive_max": 0.6194849495935922, "iqa_v2_spaq_mean": 0.4431882916074811, "iqa_v2_spaq_min": 0.4431882916074811, "iqa_v2_spaq_max": 0.4431882916074811, "iqa_v2_clive_mean": 0.3830665434249724, "iqa_v2_clive_min": 0.3830665434249724, "iqa_v2_clive_max": 0.3830665434249724, "iqa_v2_koniq10k_mean": 0.525658231793028, "iqa_v2_koniq10k_min": 0.525658231793028, "iqa_v2_koniq10k_max": 0.525658231793028, "imdecont": { "jpg": 0.5128257274627686 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5128257274627686, "imdecont_mean": 0.5128257274627686, "imdecont_min": 0.5128257274627686, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.390625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.390625, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.390625, "clip_score_dfn_public_prev_turn_only_min": 3.353515625, "clip_score_dfn_public_prev_turn_only_mean": 3.353515625, "clip_score_dfn_public_prev_turn_only_max": 3.353515625, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.21875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.21875, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.21875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.796875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.796875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.796875, "clip_score_clip_vitl14_224_next_turn_only_min": 28.46875, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.46875, "clip_score_clip_vitl14_224_next_turn_only_max": 28.46875, "clip_score_dfn_public_next_turn_only_min": 2.89453125, "clip_score_dfn_public_next_turn_only_mean": 2.89453125, "clip_score_dfn_public_next_turn_only_max": 2.89453125, "clip_score_siglip2_b16_224_next_turn_only_min": 3.125, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.125, "clip_score_siglip2_b16_224_next_turn_only_max": 3.125, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.140625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.140625, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.140625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.4375, "clip_score_dfn_public_prev_and_next_turn_min": 3.45703125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.45703125, "clip_score_dfn_public_prev_and_next_turn_max": 3.45703125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.203125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.203125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.90625, "im_height": { "jpg": 1715 }, "im_height_mean": 1715.0, "im_height_min": 1715, "im_height_max": 1715, "im_width": { "jpg": 731 }, "im_width_mean": 731.0, "im_width_min": 731, "im_width_max": 731, "im_ar": { "jpg": 0.4262 }, "im_ar_mean": 0.4262, "im_ar_min": 0.4262, "im_ar_max": 0.4262, "im_kilobytes": { "jpg": 3672.85 }, "im_kilobytes_mean": 3672.85, "im_kilobytes_min": 3672.85, "im_kilobytes_max": 3672.85, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 393.13 }, "im_clarity_mean": 393.13, "im_clarity_min": 393.13, "im_clarity_max": 393.13, "im_luma": { "jpg": 221.96 }, "im_luma_mean": 221.96, "im_luma_min": 221.96, "im_luma_max": 221.96, "im_saturation": { "jpg": 125.48 }, "im_saturation_mean": 125.48, "im_saturation_min": 125.48, "im_saturation_max": 125.48, "im_entropy": { "jpg": 2.0 }, "im_entropy_mean": 2.0, "im_entropy_min": 2.0, "im_entropy_max": 2.0, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999998904281, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.095718700421569e-10, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 4.020174834343499e-21, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8346868753433228, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.009539554826915264, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.006046907976269722, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9817618131637573, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8862009644508362, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9994489550590515, "text_quality_nvidia_edu_nemotron4_score": 2.48828125, "text_quality_nvidia_edu_mixtral_score": 2.552734375, "text_quality_dclmbaseline_fasttext_score": 0.9998433589935303, "text_quality_dolma3_fasttext_score": 0.9998797178268433, "custom_fasttext_val_fasttext_score": 0.0003205537796020508, "custom_fasttext_core_fasttext_score": 2.2649765014648438e-06, "custom_fasttext_val_clean_fasttext_score": 0.0034171342849731445, "custom_fasttext_core_clean_fasttext_score": 0.0008040070533752441, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.359375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.4296875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0703125, "within_sample_repetition_detection": 4.0 }, "240": { "detoxify": 1, "length_chars": 392, "length_tokens": 3001, "length_tokens_text_only": 185, "length_tokens_trainable_only": 88, "length_images": 1, "iqa_live_mean": 0.49071421767726087, "iqa_live_min": 0.49071421767726087, "iqa_live_max": 0.49071421767726087, "iqa_csiq_mean": 0.642033040523529, "iqa_csiq_min": 0.642033040523529, "iqa_csiq_max": 0.642033040523529, "iqa_tid2013_mean": 0.3358661333719889, "iqa_tid2013_min": 0.3358661333719889, "iqa_tid2013_max": 0.3358661333719889, "iqa_kadid10k_mean": 0.435302734375, "iqa_kadid10k_min": 0.435302734375, "iqa_kadid10k_max": 0.435302734375, "iqa_flive_mean": 0.6389372854521781, "iqa_flive_min": 0.6389372854521781, "iqa_flive_max": 0.6389372854521781, "iqa_spaq_mean": 0.32832875877919826, "iqa_spaq_min": 0.32832875877919826, "iqa_spaq_max": 0.32832875877919826, "iqa_clive_mean": 0.38085694746537646, "iqa_clive_min": 0.38085694746537646, "iqa_clive_max": 0.38085694746537646, "iqa_koniq10k_mean": 0.6331392923990886, "iqa_koniq10k_min": 0.6331392923990886, "iqa_koniq10k_max": 0.6331392923990886, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999998057 }, { "lang": "la", "score": 1.943907471744188e-13 }, { "lang": "tl", "score": 6.181032220196179e-19 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8678948879241943 }, { "lang": "es", "score": 0.007607417181134224 }, { "lang": "ja", "score": 0.0062082260847091675 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.49073394621261435, "iqa_v2_live_min": 0.49073394621261435, "iqa_v2_live_max": 0.49073394621261435, "iqa_v2_csiq_mean": 0.642033040523529, "iqa_v2_csiq_min": 0.642033040523529, "iqa_v2_csiq_max": 0.642033040523529, "iqa_v2_tid2013_mean": 0.3358661333719889, "iqa_v2_tid2013_min": 0.3358661333719889, "iqa_v2_tid2013_max": 0.3358661333719889, "iqa_v2_kadid10k_mean": 0.435302734375, "iqa_v2_kadid10k_min": 0.435302734375, "iqa_v2_kadid10k_max": 0.435302734375, "iqa_v2_flive_mean": 0.6389249551175821, "iqa_v2_flive_min": 0.6389249551175821, "iqa_v2_flive_max": 0.6389249551175821, "iqa_v2_spaq_mean": 0.32848658706202655, "iqa_v2_spaq_min": 0.32848658706202655, "iqa_v2_spaq_max": 0.32848658706202655, "iqa_v2_clive_mean": 0.38101477574820475, "iqa_v2_clive_min": 0.38101477574820475, "iqa_v2_clive_max": 0.38101477574820475, "iqa_v2_koniq10k_mean": 0.6332971206819169, "iqa_v2_koniq10k_min": 0.6332971206819169, "iqa_v2_koniq10k_max": 0.6332971206819169, "imdecont": { "jpg": 0.45475924015045166 }, "imdecont_image_match": { "jpg": 206566 }, "imdecont_max": 0.45475924015045166, "imdecont_mean": 0.45475924015045166, "imdecont_min": 0.45475924015045166, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.421875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.421875, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.421875, "clip_score_dfn_public_prev_turn_only_min": 1.7890625, "clip_score_dfn_public_prev_turn_only_mean": 1.7890625, "clip_score_dfn_public_prev_turn_only_max": 1.7890625, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.0625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.0625, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.0625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.78125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.78125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.78125, "clip_score_clip_vitl14_224_next_turn_only_min": 24.25, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.25, "clip_score_clip_vitl14_224_next_turn_only_max": 24.25, "clip_score_dfn_public_next_turn_only_min": 1.9306640625, "clip_score_dfn_public_next_turn_only_mean": 1.9306640625, "clip_score_dfn_public_next_turn_only_max": 1.9306640625, "clip_score_siglip2_b16_224_next_turn_only_min": 0.8125, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.8125, "clip_score_siglip2_b16_224_next_turn_only_max": 0.8125, "clip_score_longclip_vitl14_224_next_turn_only_min": 18.40625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 18.40625, "clip_score_longclip_vitl14_224_next_turn_only_max": 18.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.0, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.0, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.0, "clip_score_dfn_public_prev_and_next_turn_min": 2.162109375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.162109375, "clip_score_dfn_public_prev_and_next_turn_max": 2.162109375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.953125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.953125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 19.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 19.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 19.59375, "im_height": { "jpg": 2113 }, "im_height_mean": 2113.0, "im_height_min": 2113, "im_height_max": 2113, "im_width": { "jpg": 949 }, "im_width_mean": 949.0, "im_width_min": 949, "im_width_max": 949, "im_ar": { "jpg": 0.4491 }, "im_ar_mean": 0.4491, "im_ar_min": 0.4491, "im_ar_max": 0.4491, "im_kilobytes": { "jpg": 5874.72 }, "im_kilobytes_mean": 5874.72, "im_kilobytes_min": 5874.72, "im_kilobytes_max": 5874.72, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 158.87 }, "im_clarity_mean": 158.87, "im_clarity_min": 158.87, "im_clarity_max": 158.87, "im_luma": { "jpg": 224.55 }, "im_luma_mean": 224.55, "im_luma_min": 224.55, "im_luma_max": 224.55, "im_saturation": { "jpg": 58.09 }, "im_saturation_mean": 58.09, "im_saturation_min": 58.09, "im_saturation_max": 58.09, "im_entropy": { "jpg": 1.3 }, "im_entropy_mean": 1.3, "im_entropy_min": 1.3, "im_entropy_max": 1.3, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999998057, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.943907471744188e-13, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 6.181032220196179e-19, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8678948879241943, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.007607417181134224, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.0062082260847091675, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9927773475646973, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.8459131121635437, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997488856315613, "text_quality_nvidia_edu_nemotron4_score": 1.923828125, "text_quality_nvidia_edu_mixtral_score": 1.6572265625, "text_quality_dclmbaseline_fasttext_score": 0.9998747110366821, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0008932352066040039, "custom_fasttext_core_fasttext_score": 8.463859558105469e-05, "custom_fasttext_val_clean_fasttext_score": 0.0015154480934143066, "custom_fasttext_core_clean_fasttext_score": 0.00033867359161376953, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.21875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.421875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.203125, "within_sample_repetition_detection": 4.0 }, "260": { "detoxify": 1, "length_chars": 862, "length_tokens": 3707, "length_tokens_text_only": 379, "length_tokens_trainable_only": 274, "length_images": 1, "iqa_live_mean": 0.6321678161621094, "iqa_live_min": 0.6321678161621094, "iqa_live_max": 0.6321678161621094, "iqa_csiq_mean": 0.713688313961029, "iqa_csiq_min": 0.713688313961029, "iqa_csiq_max": 0.713688313961029, "iqa_tid2013_mean": 0.4813739458719889, "iqa_tid2013_min": 0.4813739458719889, "iqa_tid2013_max": 0.4813739458719889, "iqa_kadid10k_mean": 0.596649169921875, "iqa_kadid10k_min": 0.596649169921875, "iqa_kadid10k_max": 0.596649169921875, "iqa_flive_mean": 0.666537506411774, "iqa_flive_min": 0.666537506411774, "iqa_flive_max": 0.666537506411774, "iqa_spaq_mean": 0.5096044058751579, "iqa_spaq_min": 0.5096044058751579, "iqa_spaq_max": 0.5096044058751579, "iqa_clive_mean": 0.5211268338290128, "iqa_clive_min": 0.5211268338290128, "iqa_clive_max": 0.5211268338290128, "iqa_koniq10k_mean": 0.6683349609375001, "iqa_koniq10k_min": 0.6683349609375001, "iqa_koniq10k_max": 0.6683349609375001, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 2.720701990208896e-18 }, { "lang": "tl", "score": 5.2311667727677066e-27 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8440597057342529 }, { "lang": "ru", "score": 0.007227803580462933 }, { "lang": "ko", "score": 0.007216487545520067 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.6321678161621094, "iqa_v2_live_min": 0.6321678161621094, "iqa_v2_live_max": 0.6321678161621094, "iqa_v2_csiq_mean": 0.713688313961029, "iqa_v2_csiq_min": 0.713688313961029, "iqa_v2_csiq_max": 0.713688313961029, "iqa_v2_tid2013_mean": 0.4813739458719889, "iqa_v2_tid2013_min": 0.4813739458719889, "iqa_v2_tid2013_max": 0.4813739458719889, "iqa_v2_kadid10k_mean": 0.596649169921875, "iqa_v2_kadid10k_min": 0.596649169921875, "iqa_v2_kadid10k_max": 0.596649169921875, "iqa_v2_flive_mean": 0.666537506411774, "iqa_v2_flive_min": 0.666537506411774, "iqa_v2_flive_max": 0.666537506411774, "iqa_v2_spaq_mean": 0.5096044058751579, "iqa_v2_spaq_min": 0.5096044058751579, "iqa_v2_spaq_max": 0.5096044058751579, "iqa_v2_clive_mean": 0.5211268338290128, "iqa_v2_clive_min": 0.5211268338290128, "iqa_v2_clive_max": 0.5211268338290128, "iqa_v2_koniq10k_mean": 0.6683349609375001, "iqa_v2_koniq10k_min": 0.6683349609375001, "iqa_v2_koniq10k_max": 0.6683349609375001, "imdecont": { "jpg": 0.5035848617553711 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.5035848617553711, "imdecont_mean": 0.5035848617553711, "imdecont_min": 0.5035848617553711, "clip_score_clip_vitl14_224_prev_turn_only_min": 31.328125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 31.328125, "clip_score_clip_vitl14_224_prev_turn_only_max": 31.328125, "clip_score_dfn_public_prev_turn_only_min": 4.671875, "clip_score_dfn_public_prev_turn_only_mean": 4.671875, "clip_score_dfn_public_prev_turn_only_max": 4.671875, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.546875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.546875, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.546875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.078125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.078125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.078125, "clip_score_clip_vitl14_224_next_turn_only_min": 27.171875, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.171875, "clip_score_clip_vitl14_224_next_turn_only_max": 27.171875, "clip_score_dfn_public_next_turn_only_min": 1.6904296875, "clip_score_dfn_public_next_turn_only_mean": 1.6904296875, "clip_score_dfn_public_next_turn_only_max": 1.6904296875, "clip_score_siglip2_b16_224_next_turn_only_min": 1.3125, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.3125, "clip_score_siglip2_b16_224_next_turn_only_max": 1.3125, "clip_score_longclip_vitl14_224_next_turn_only_min": 27.828125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 27.828125, "clip_score_longclip_vitl14_224_next_turn_only_max": 27.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 31.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 31.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 31.03125, "clip_score_dfn_public_prev_and_next_turn_min": 4.71875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.71875, "clip_score_dfn_public_prev_and_next_turn_max": 4.71875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.125, "im_height": { "jpg": 1404 }, "im_height_mean": 1404.0, "im_height_min": 1404, "im_height_max": 1404, "im_width": { "jpg": 1650 }, "im_width_mean": 1650.0, "im_width_min": 1650, "im_width_max": 1650, "im_ar": { "jpg": 1.1752 }, "im_ar_mean": 1.1752, "im_ar_min": 1.1752, "im_ar_max": 1.1752, "im_kilobytes": { "jpg": 6786.91 }, "im_kilobytes_mean": 6786.91, "im_kilobytes_min": 6786.91, "im_kilobytes_max": 6786.91, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 284.68 }, "im_clarity_mean": 284.68, "im_clarity_min": 284.68, "im_clarity_max": 284.68, "im_luma": { "jpg": 217.97 }, "im_luma_mean": 217.97, "im_luma_min": 217.97, "im_luma_max": 217.97, "im_saturation": { "jpg": 62.27 }, "im_saturation_mean": 62.27, "im_saturation_min": 62.27, "im_saturation_max": 62.27, "im_entropy": { "jpg": 2.03 }, "im_entropy_mean": 2.03, "im_entropy_min": 2.03, "im_entropy_max": 2.03, "unifilter_score_qwen2_5_1_5b": -1.2236328125, "unifilter_score_qwen3_0_6b": 0.7265625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.720701990208896e-18, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 5.2311667727677066e-27, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8440597057342529, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007227803580462933, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.007216487545520067, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9818815588951111, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8251653909683228, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9994609951972961, "text_quality_nvidia_edu_nemotron4_score": 2.58984375, "text_quality_nvidia_edu_mixtral_score": 2.4296875, "text_quality_dclmbaseline_fasttext_score": 0.9999583959579468, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0004674196243286133, "custom_fasttext_core_fasttext_score": 2.2411346435546875e-05, "custom_fasttext_val_clean_fasttext_score": 0.0025254487991333008, "custom_fasttext_core_clean_fasttext_score": 0.0010399222373962402, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.0703125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0078125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 7.0 }, "250": { "detoxify": 1, "length_chars": 1873, "length_tokens": 3357, "length_tokens_text_only": 797, "length_tokens_trainable_only": 632, "length_images": 1, "iqa_live_mean": 0.391479684848978, "iqa_live_min": 0.391479684848978, "iqa_live_max": 0.391479684848978, "iqa_csiq_mean": 0.528019368648529, "iqa_csiq_min": 0.528019368648529, "iqa_csiq_max": 0.528019368648529, "iqa_tid2013_mean": 0.3162263764275445, "iqa_tid2013_min": 0.3162263764275445, "iqa_tid2013_max": 0.3162263764275445, "iqa_kadid10k_mean": 0.3575439453125, "iqa_kadid10k_min": 0.3575439453125, "iqa_kadid10k_max": 0.3575439453125, "iqa_flive_mean": 0.6273763637350064, "iqa_flive_min": 0.6273763637350064, "iqa_flive_max": 0.6273763637350064, "iqa_spaq_mean": 0.344348329486269, "iqa_spaq_min": 0.344348329486269, "iqa_spaq_max": 0.344348329486269, "iqa_clive_mean": 0.3791997504956795, "iqa_clive_min": 0.3791997504956795, "iqa_clive_max": 0.3791997504956795, "iqa_koniq10k_mean": 0.6320344944192906, "iqa_koniq10k_min": 0.6320344944192906, "iqa_koniq10k_max": 0.6320344944192906, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 3.0924637448424725e-20 }, { "lang": "eo", "score": 1.912862046749456e-28 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8209974765777588 }, { "lang": "ru", "score": 0.008719389326870441 }, { "lang": "ja", "score": 0.006520573049783707 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.391479684848978, "iqa_v2_live_min": 0.391479684848978, "iqa_v2_live_max": 0.391479684848978, "iqa_v2_csiq_mean": 0.528019368648529, "iqa_v2_csiq_min": 0.528019368648529, "iqa_v2_csiq_max": 0.528019368648529, "iqa_v2_tid2013_mean": 0.3162263764275445, "iqa_v2_tid2013_min": 0.3162263764275445, "iqa_v2_tid2013_max": 0.3162263764275445, "iqa_v2_kadid10k_mean": 0.3575439453125, "iqa_v2_kadid10k_min": 0.3575439453125, "iqa_v2_kadid10k_max": 0.3575439453125, "iqa_v2_flive_mean": 0.6273763637350064, "iqa_v2_flive_min": 0.6273763637350064, "iqa_v2_flive_max": 0.6273763637350064, "iqa_v2_spaq_mean": 0.344348329486269, "iqa_v2_spaq_min": 0.344348329486269, "iqa_v2_spaq_max": 0.344348329486269, "iqa_v2_clive_mean": 0.3791997504956795, "iqa_v2_clive_min": 0.3791997504956795, "iqa_v2_clive_max": 0.3791997504956795, "iqa_v2_koniq10k_mean": 0.6320344944192906, "iqa_v2_koniq10k_min": 0.6320344944192906, "iqa_v2_koniq10k_max": 0.6320344944192906, "imdecont": { "jpg": 0.55989009141922 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.55989009141922, "imdecont_mean": 0.55989009141922, "imdecont_min": 0.55989009141922, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.25, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.25, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.25, "clip_score_dfn_public_prev_turn_only_min": 3.533203125, "clip_score_dfn_public_prev_turn_only_mean": 3.533203125, "clip_score_dfn_public_prev_turn_only_max": 3.533203125, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.453125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.453125, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.453125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.71875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.71875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.71875, "clip_score_clip_vitl14_224_next_turn_only_min": 22.84375, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.84375, "clip_score_clip_vitl14_224_next_turn_only_max": 22.84375, "clip_score_dfn_public_next_turn_only_min": 2.962890625, "clip_score_dfn_public_next_turn_only_mean": 2.962890625, "clip_score_dfn_public_next_turn_only_max": 2.962890625, "clip_score_siglip2_b16_224_next_turn_only_min": 0.609375, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.609375, "clip_score_siglip2_b16_224_next_turn_only_max": 0.609375, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.375, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.25, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.25, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.25, "clip_score_dfn_public_prev_and_next_turn_min": 3.533203125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.533203125, "clip_score_dfn_public_prev_and_next_turn_max": 3.533203125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.453125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.453125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.453125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.578125, "im_height": { "jpg": 2631 }, "im_height_mean": 2631.0, "im_height_min": 2631, "im_height_max": 2631, "im_width": { "jpg": 2757 }, "im_width_mean": 2757.0, "im_width_min": 2757, "im_width_max": 2757, "im_ar": { "jpg": 1.0479 }, "im_ar_mean": 1.0479, "im_ar_min": 1.0479, "im_ar_max": 1.0479, "im_kilobytes": { "jpg": 21250.98 }, "im_kilobytes_mean": 21250.98, "im_kilobytes_min": 21250.98, "im_kilobytes_max": 21250.98, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 211.96 }, "im_clarity_mean": 211.96, "im_clarity_min": 211.96, "im_clarity_max": 211.96, "im_luma": { "jpg": 232.63 }, "im_luma_mean": 232.63, "im_luma_min": 232.63, "im_luma_max": 232.63, "im_saturation": { "jpg": 52.59 }, "im_saturation_mean": 52.59, "im_saturation_min": 52.59, "im_saturation_max": 52.59, "im_entropy": { "jpg": 2.09 }, "im_entropy_mean": 2.09, "im_entropy_min": 2.09, "im_entropy_max": 2.09, "unifilter_score_qwen2_5_1_5b": 1.1796875, "unifilter_score_qwen3_0_6b": 1.095703125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.0924637448424725e-20, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.912862046749456e-28, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8209974765777588, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.008719389326870441, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.006520573049783707, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9944429993629456, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6613484025001526, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9994882345199585, "text_quality_nvidia_edu_nemotron4_score": 2.078125, "text_quality_nvidia_edu_mixtral_score": 1.8759765625, "text_quality_dclmbaseline_fasttext_score": 0.9998610019683838, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0022755861282348633, "custom_fasttext_core_fasttext_score": 0.00014209747314453125, "custom_fasttext_val_clean_fasttext_score": 0.0077078938484191895, "custom_fasttext_core_clean_fasttext_score": 0.0009985566139221191, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.7578125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0078125, "within_sample_repetition_detection": 6.0 }, "265": { "detoxify": 1, "length_chars": 955, "length_tokens": 3739, "length_tokens_text_only": 411, "length_tokens_trainable_only": 290, "length_images": 1, "iqa_live_mean": 0.5280060816292811, "iqa_live_min": 0.5280060816292811, "iqa_live_max": 0.5280060816292811, "iqa_csiq_mean": 0.644596517086029, "iqa_csiq_min": 0.644596517086029, "iqa_csiq_max": 0.644596517086029, "iqa_tid2013_mean": 0.3925610118442111, "iqa_tid2013_min": 0.3925610118442111, "iqa_tid2013_max": 0.3925610118442111, "iqa_kadid10k_mean": 0.495849609375, "iqa_kadid10k_min": 0.495849609375, "iqa_kadid10k_max": 0.495849609375, "iqa_flive_mean": 0.6363133902501579, "iqa_flive_min": 0.6363133902501579, "iqa_flive_max": 0.6363133902501579, "iqa_spaq_mean": 0.41410843049637, "iqa_spaq_min": 0.41410843049637, "iqa_spaq_max": 0.41410843049637, "iqa_clive_mean": 0.42867891716234613, "iqa_clive_min": 0.42867891716234613, "iqa_clive_max": 0.42867891716234613, "iqa_koniq10k_mean": 0.6378741023516414, "iqa_koniq10k_min": 0.6378741023516414, "iqa_koniq10k_max": 0.6378741023516414, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.999999999999826 }, { "lang": "la", "score": 1.7393245846342147e-13 }, { "lang": "tl", "score": 4.292163475704914e-18 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8765260577201843 }, { "lang": "ru", "score": 0.00550507428124547 }, { "lang": "vi", "score": 0.005069410894066095 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5280060816292811, "iqa_v2_live_min": 0.5280060816292811, "iqa_v2_live_max": 0.5280060816292811, "iqa_v2_csiq_mean": 0.644596517086029, "iqa_v2_csiq_min": 0.644596517086029, "iqa_v2_csiq_max": 0.644596517086029, "iqa_v2_tid2013_mean": 0.3925610118442111, "iqa_v2_tid2013_min": 0.3925610118442111, "iqa_v2_tid2013_max": 0.3925610118442111, "iqa_v2_kadid10k_mean": 0.495849609375, "iqa_v2_kadid10k_min": 0.495849609375, "iqa_v2_kadid10k_max": 0.495849609375, "iqa_v2_flive_mean": 0.6363133902501579, "iqa_v2_flive_min": 0.6363133902501579, "iqa_v2_flive_max": 0.6363133902501579, "iqa_v2_spaq_mean": 0.41410843049637, "iqa_v2_spaq_min": 0.41410843049637, "iqa_v2_spaq_max": 0.41410843049637, "iqa_v2_clive_mean": 0.42867891716234613, "iqa_v2_clive_min": 0.42867891716234613, "iqa_v2_clive_max": 0.42867891716234613, "iqa_v2_koniq10k_mean": 0.6378741023516414, "iqa_v2_koniq10k_min": 0.6378741023516414, "iqa_v2_koniq10k_max": 0.6378741023516414, "imdecont": { "jpg": 0.4887649416923523 }, "imdecont_image_match": { "jpg": 204635 }, "imdecont_max": 0.4887649416923523, "imdecont_mean": 0.4887649416923523, "imdecont_min": 0.4887649416923523, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.375, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.375, "clip_score_dfn_public_prev_turn_only_min": 5.47265625, "clip_score_dfn_public_prev_turn_only_mean": 5.47265625, "clip_score_dfn_public_prev_turn_only_max": 5.47265625, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.703125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.703125, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.703125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.171875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.171875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.171875, "clip_score_clip_vitl14_224_next_turn_only_min": 26.265625, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.265625, "clip_score_clip_vitl14_224_next_turn_only_max": 26.265625, "clip_score_dfn_public_next_turn_only_min": 4.23046875, "clip_score_dfn_public_next_turn_only_mean": 4.23046875, "clip_score_dfn_public_next_turn_only_max": 4.23046875, "clip_score_siglip2_b16_224_next_turn_only_min": 0.890625, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.890625, "clip_score_siglip2_b16_224_next_turn_only_max": 0.890625, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.96875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.96875, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.96875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.21875, "clip_score_dfn_public_prev_and_next_turn_min": 5.171875, "clip_score_dfn_public_prev_and_next_turn_mean": 5.171875, "clip_score_dfn_public_prev_and_next_turn_max": 5.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.703125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.703125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.703125, "im_height": { "jpg": 1492 }, "im_height_mean": 1492.0, "im_height_min": 1492, "im_height_max": 1492, "im_width": { "jpg": 1105 }, "im_width_mean": 1105.0, "im_width_min": 1105, "im_width_max": 1105, "im_ar": { "jpg": 0.7406 }, "im_ar_mean": 0.7406, "im_ar_min": 0.7406, "im_ar_max": 0.7406, "im_kilobytes": { "jpg": 4830.06 }, "im_kilobytes_mean": 4830.06, "im_kilobytes_min": 4830.06, "im_kilobytes_max": 4830.06, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 263.14 }, "im_clarity_mean": 263.14, "im_clarity_min": 263.14, "im_clarity_max": 263.14, "im_luma": { "jpg": 225.76 }, "im_luma_mean": 225.76, "im_luma_min": 225.76, "im_luma_max": 225.76, "im_saturation": { "jpg": 8.42 }, "im_saturation_mean": 8.42, "im_saturation_min": 8.42, "im_saturation_max": 8.42, "im_entropy": { "jpg": 1.98 }, "im_entropy_mean": 1.98, "im_entropy_min": 1.98, "im_entropy_max": 1.98, "unifilter_score_qwen2_5_1_5b": -0.34375, "unifilter_score_qwen3_0_6b": 1.8232421875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.999999999999826, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.7393245846342147e-13, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 4.292163475704914e-18, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8765260577201843, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.00550507428124547, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.005069410894066095, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9883881211280823, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.4294373095035553, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997385144233704, "text_quality_nvidia_edu_nemotron4_score": 2.01171875, "text_quality_nvidia_edu_mixtral_score": 2.017578125, "text_quality_dclmbaseline_fasttext_score": 0.9993436932563782, "text_quality_dolma3_fasttext_score": 0.9994818568229675, "custom_fasttext_val_fasttext_score": 0.0009354948997497559, "custom_fasttext_core_fasttext_score": 4.863739013671875e-05, "custom_fasttext_val_clean_fasttext_score": 0.0012362003326416016, "custom_fasttext_core_clean_fasttext_score": 5.4955482482910156e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.140625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.3046875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1640625, "within_sample_repetition_detection": 7.0 }, "266": { "detoxify": 1, "length_chars": 1168, "length_tokens": 2970, "length_tokens_text_only": 410, "length_tokens_trainable_only": 284, "length_images": 1, "iqa_live_mean": 0.4903591040408972, "iqa_live_min": 0.4903591040408972, "iqa_live_max": 0.4903591040408972, "iqa_csiq_mean": 0.652531087398529, "iqa_csiq_min": 0.652531087398529, "iqa_csiq_max": 0.652531087398529, "iqa_tid2013_mean": 0.38572507434421116, "iqa_tid2013_min": 0.38572507434421116, "iqa_tid2013_max": 0.38572507434421116, "iqa_kadid10k_mean": 0.4481201171875, "iqa_kadid10k_min": 0.4481201171875, "iqa_kadid10k_max": 0.4481201171875, "iqa_flive_mean": 0.6604512532552084, "iqa_flive_min": 0.6604512532552084, "iqa_flive_max": 0.6604512532552084, "iqa_spaq_mean": 0.469091858526673, "iqa_spaq_min": 0.469091858526673, "iqa_spaq_max": 0.469091858526673, "iqa_clive_mean": 0.4634997820613361, "iqa_clive_min": 0.4634997820613361, "iqa_clive_max": 0.4634997820613361, "iqa_koniq10k_mean": 0.6348754035101997, "iqa_koniq10k_min": 0.6348754035101997, "iqa_koniq10k_max": 0.6348754035101997, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 9.562815441755138e-31 }, { "lang": "tl", "score": 1.281774158079928e-32 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9178774952888489 }, { "lang": "ru", "score": 0.003208484034985304 }, { "lang": "pt", "score": 0.0029345292132347822 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4903591040408972, "iqa_v2_live_min": 0.4903591040408972, "iqa_v2_live_max": 0.4903591040408972, "iqa_v2_csiq_mean": 0.652531087398529, "iqa_v2_csiq_min": 0.652531087398529, "iqa_v2_csiq_max": 0.652531087398529, "iqa_v2_tid2013_mean": 0.38572507434421116, "iqa_v2_tid2013_min": 0.38572507434421116, "iqa_v2_tid2013_max": 0.38572507434421116, "iqa_v2_kadid10k_mean": 0.4481201171875, "iqa_v2_kadid10k_min": 0.4481201171875, "iqa_v2_kadid10k_max": 0.4481201171875, "iqa_v2_flive_mean": 0.6604512532552084, "iqa_v2_flive_min": 0.6604512532552084, "iqa_v2_flive_max": 0.6604512532552084, "iqa_v2_spaq_mean": 0.469091858526673, "iqa_v2_spaq_min": 0.469091858526673, "iqa_v2_spaq_max": 0.469091858526673, "iqa_v2_clive_mean": 0.4634997820613361, "iqa_v2_clive_min": 0.4634997820613361, "iqa_v2_clive_max": 0.4634997820613361, "iqa_v2_koniq10k_mean": 0.6348754035101997, "iqa_v2_koniq10k_min": 0.6348754035101997, "iqa_v2_koniq10k_max": 0.6348754035101997, "imdecont": { "jpg": 0.4861106872558594 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.4861106872558594, "imdecont_mean": 0.4861106872558594, "imdecont_min": 0.4861106872558594, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.3125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.3125, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.3125, "clip_score_dfn_public_prev_turn_only_min": 4.23828125, "clip_score_dfn_public_prev_turn_only_mean": 4.23828125, "clip_score_dfn_public_prev_turn_only_max": 4.23828125, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.46875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.46875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.46875, "clip_score_clip_vitl14_224_next_turn_only_min": 25.0, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.0, "clip_score_clip_vitl14_224_next_turn_only_max": 25.0, "clip_score_dfn_public_next_turn_only_min": 4.2734375, "clip_score_dfn_public_next_turn_only_mean": 4.2734375, "clip_score_dfn_public_next_turn_only_max": 4.2734375, "clip_score_siglip2_b16_224_next_turn_only_min": 6.171875, "clip_score_siglip2_b16_224_next_turn_only_mean": 6.171875, "clip_score_siglip2_b16_224_next_turn_only_max": 6.171875, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.921875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.921875, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.3125, "clip_score_dfn_public_prev_and_next_turn_min": 4.23828125, "clip_score_dfn_public_prev_and_next_turn_mean": 4.23828125, "clip_score_dfn_public_prev_and_next_turn_max": 4.23828125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.921875, "im_height": { "jpg": 1856 }, "im_height_mean": 1856.0, "im_height_min": 1856, "im_height_max": 1856, "im_width": { "jpg": 1794 }, "im_width_mean": 1794.0, "im_width_min": 1794, "im_width_max": 1794, "im_ar": { "jpg": 0.9666 }, "im_ar_mean": 0.9666, "im_ar_min": 0.9666, "im_ar_max": 0.9666, "im_kilobytes": { "jpg": 9754.88 }, "im_kilobytes_mean": 9754.88, "im_kilobytes_min": 9754.88, "im_kilobytes_max": 9754.88, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 222.98 }, "im_clarity_mean": 222.98, "im_clarity_min": 222.98, "im_clarity_max": 222.98, "im_luma": { "jpg": 207.99 }, "im_luma_mean": 207.99, "im_luma_min": 207.99, "im_luma_max": 207.99, "im_saturation": { "jpg": 48.78 }, "im_saturation_mean": 48.78, "im_saturation_min": 48.78, "im_saturation_max": 48.78, "im_entropy": { "jpg": 2.16 }, "im_entropy_mean": 2.16, "im_entropy_min": 2.16, "im_entropy_max": 2.16, "unifilter_score_qwen2_5_1_5b": -0.403564453125, "unifilter_score_qwen3_0_6b": -0.1790771484375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 9.562815441755138e-31, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.281774158079928e-32, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9178774952888489, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.003208484034985304, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.0029345292132347822, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9846853017807007, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7064311504364014, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999659538269043, "text_quality_nvidia_edu_nemotron4_score": 2.84375, "text_quality_nvidia_edu_mixtral_score": 2.693359375, "text_quality_dclmbaseline_fasttext_score": 0.987838864326477, "text_quality_dolma3_fasttext_score": 0.9998711347579956, "custom_fasttext_val_fasttext_score": 0.0028589963912963867, "custom_fasttext_core_fasttext_score": 9.85860824584961e-05, "custom_fasttext_val_clean_fasttext_score": 0.0034423470497131348, "custom_fasttext_core_clean_fasttext_score": 0.0001035928726196289, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.15625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.15625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 7.0 }, "262": { "detoxify": 1, "length_chars": 623, "length_tokens": 2041, "length_tokens_text_only": 249, "length_tokens_trainable_only": 159, "length_images": 1, "iqa_live_mean": 0.5298506996848367, "iqa_live_min": 0.5298506996848367, "iqa_live_max": 0.5298506996848367, "iqa_csiq_mean": 0.644108235836029, "iqa_csiq_min": 0.644108235836029, "iqa_csiq_max": 0.644108235836029, "iqa_tid2013_mean": 0.4181143972608778, "iqa_tid2013_min": 0.4181143972608778, "iqa_tid2013_max": 0.4181143972608778, "iqa_kadid10k_mean": 0.498046875, "iqa_kadid10k_min": 0.498046875, "iqa_kadid10k_max": 0.498046875, "iqa_flive_mean": 0.6774276579269256, "iqa_flive_min": 0.6774276579269256, "iqa_flive_max": 0.6774276579269256, "iqa_spaq_mean": 0.40242913756707704, "iqa_spaq_min": 0.40242913756707704, "iqa_spaq_max": 0.40242913756707704, "iqa_clive_mean": 0.41845953584921486, "iqa_clive_min": 0.41845953584921486, "iqa_clive_max": 0.41845953584921486, "iqa_koniq10k_mean": 0.6939031427556819, "iqa_koniq10k_min": 0.6939031427556819, "iqa_koniq10k_max": 0.6939031427556819, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999307 }, { "lang": "la", "score": 6.929001302395434e-14 }, { "lang": "eo", "score": 2.1329125219380998e-18 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8726544976234436 }, { "lang": "pt", "score": 0.0063852365128695965 }, { "lang": "tr", "score": 0.005094632506370544 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5298654960863518, "iqa_v2_live_min": 0.5298654960863518, "iqa_v2_live_max": 0.5298654960863518, "iqa_v2_csiq_mean": 0.644108235836029, "iqa_v2_csiq_min": 0.644108235836029, "iqa_v2_csiq_max": 0.644108235836029, "iqa_v2_tid2013_mean": 0.4181143972608778, "iqa_v2_tid2013_min": 0.4181143972608778, "iqa_v2_tid2013_max": 0.4181143972608778, "iqa_v2_kadid10k_mean": 0.498046875, "iqa_v2_kadid10k_min": 0.498046875, "iqa_v2_kadid10k_max": 0.498046875, "iqa_v2_flive_mean": 0.6774276579269256, "iqa_v2_flive_min": 0.6774276579269256, "iqa_v2_flive_max": 0.6774276579269256, "iqa_v2_spaq_mean": 0.4023502234256629, "iqa_v2_spaq_min": 0.4023502234256629, "iqa_v2_spaq_max": 0.4023502234256629, "iqa_v2_clive_mean": 0.41849899291992193, "iqa_v2_clive_min": 0.41849899291992193, "iqa_v2_clive_max": 0.41849899291992193, "iqa_v2_koniq10k_mean": 0.6939031427556819, "iqa_v2_koniq10k_min": 0.6939031427556819, "iqa_v2_koniq10k_max": 0.6939031427556819, "imdecont": { "jpg": 0.5765918493270874 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5765918493270874, "imdecont_mean": 0.5765918493270874, "imdecont_min": 0.5765918493270874, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.046875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.046875, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.046875, "clip_score_dfn_public_prev_turn_only_min": 3.845703125, "clip_score_dfn_public_prev_turn_only_mean": 3.845703125, "clip_score_dfn_public_prev_turn_only_max": 3.845703125, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.140625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.140625, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.140625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.078125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.078125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.078125, "clip_score_clip_vitl14_224_next_turn_only_min": 30.4375, "clip_score_clip_vitl14_224_next_turn_only_mean": 30.4375, "clip_score_clip_vitl14_224_next_turn_only_max": 30.4375, "clip_score_dfn_public_next_turn_only_min": 3.0078125, "clip_score_dfn_public_next_turn_only_mean": 3.0078125, "clip_score_dfn_public_next_turn_only_max": 3.0078125, "clip_score_siglip2_b16_224_next_turn_only_min": 0.75, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.75, "clip_score_siglip2_b16_224_next_turn_only_max": 0.75, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.390625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.390625, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.640625, "clip_score_dfn_public_prev_and_next_turn_min": 4.5390625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.5390625, "clip_score_dfn_public_prev_and_next_turn_max": 4.5390625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.390625, "im_height": { "jpg": 2475 }, "im_height_mean": 2475.0, "im_height_min": 2475, "im_height_max": 2475, "im_width": { "jpg": 1702 }, "im_width_mean": 1702.0, "im_width_min": 1702, "im_width_max": 1702, "im_ar": { "jpg": 0.6877 }, "im_ar_mean": 0.6877, "im_ar_min": 0.6877, "im_ar_max": 0.6877, "im_kilobytes": { "jpg": 12341.16 }, "im_kilobytes_mean": 12341.16, "im_kilobytes_min": 12341.16, "im_kilobytes_max": 12341.16, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 231.16 }, "im_clarity_mean": 231.16, "im_clarity_min": 231.16, "im_clarity_max": 231.16, "im_luma": { "jpg": 236.42 }, "im_luma_mean": 236.42, "im_luma_min": 236.42, "im_luma_max": 236.42, "im_saturation": { "jpg": 39.62 }, "im_saturation_mean": 39.62, "im_saturation_min": 39.62, "im_saturation_max": 39.62, "im_entropy": { "jpg": 1.96 }, "im_entropy_mean": 1.96, "im_entropy_min": 1.96, "im_entropy_max": 1.96, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999307, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 6.929001302395434e-14, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 2.1329125219380998e-18, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8726544976234436, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.0063852365128695965, "language_detection_annotation_nllb_2_lan": "tr", "language_detection_annotation_nllb_2_score": 0.005094632506370544, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9806321859359741, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7061734795570374, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995265007019043, "text_quality_nvidia_edu_nemotron4_score": 2.3828125, "text_quality_nvidia_edu_mixtral_score": 2.326171875, "text_quality_dclmbaseline_fasttext_score": 0.9977400898933411, "text_quality_dolma3_fasttext_score": 0.8763288855552673, "custom_fasttext_val_fasttext_score": 0.0009731054306030273, "custom_fasttext_core_fasttext_score": 2.6345252990722656e-05, "custom_fasttext_val_clean_fasttext_score": 0.0077866315841674805, "custom_fasttext_core_clean_fasttext_score": 0.0013929009437561035, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.3671875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.296875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0703125, "within_sample_repetition_detection": 8.0 }, "267": { "detoxify": 1, "length_chars": 398, "length_tokens": 3500, "length_tokens_text_only": 172, "length_tokens_trainable_only": 91, "length_images": 1, "iqa_live_mean": 0.5953938262631194, "iqa_live_min": 0.5953938262631194, "iqa_live_max": 0.5953938262631194, "iqa_csiq_mean": 0.752018392086029, "iqa_csiq_min": 0.752018392086029, "iqa_csiq_max": 0.752018392086029, "iqa_tid2013_mean": 0.4470043712192111, "iqa_tid2013_min": 0.4470043712192111, "iqa_tid2013_max": 0.4470043712192111, "iqa_kadid10k_mean": 0.585174560546875, "iqa_kadid10k_min": 0.585174560546875, "iqa_kadid10k_max": 0.585174560546875, "iqa_flive_mean": 0.6912770897451074, "iqa_flive_min": 0.6912770897451074, "iqa_flive_max": 0.6912770897451074, "iqa_spaq_mean": 0.4658958357994003, "iqa_spaq_min": 0.4658958357994003, "iqa_spaq_max": 0.4658958357994003, "iqa_clive_mean": 0.4338477934249724, "iqa_clive_min": 0.4338477934249724, "iqa_clive_max": 0.4338477934249724, "iqa_koniq10k_mean": 0.643713748816288, "iqa_koniq10k_min": 0.643713748816288, "iqa_koniq10k_max": 0.643713748816288, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999988 }, { "lang": "la", "score": 1.0757133208411944e-15 }, { "lang": "eo", "score": 3.193647938574704e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8694697022438049 }, { "lang": "es", "score": 0.0044252909719944 }, { "lang": "pt", "score": 0.00441946042701602 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5953938262631194, "iqa_v2_live_min": 0.5953938262631194, "iqa_v2_live_max": 0.5953938262631194, "iqa_v2_csiq_mean": 0.752018392086029, "iqa_v2_csiq_min": 0.752018392086029, "iqa_v2_csiq_max": 0.752018392086029, "iqa_v2_tid2013_mean": 0.4470043712192111, "iqa_v2_tid2013_min": 0.4470043712192111, "iqa_v2_tid2013_max": 0.4470043712192111, "iqa_v2_kadid10k_mean": 0.585174560546875, "iqa_v2_kadid10k_min": 0.585174560546875, "iqa_v2_kadid10k_max": 0.585174560546875, "iqa_v2_flive_mean": 0.6912770897451074, "iqa_v2_flive_min": 0.6912770897451074, "iqa_v2_flive_max": 0.6912770897451074, "iqa_v2_spaq_mean": 0.4658958357994003, "iqa_v2_spaq_min": 0.4658958357994003, "iqa_v2_spaq_max": 0.4658958357994003, "iqa_v2_clive_mean": 0.4338477934249724, "iqa_v2_clive_min": 0.4338477934249724, "iqa_v2_clive_max": 0.4338477934249724, "iqa_v2_koniq10k_mean": 0.643713748816288, "iqa_v2_koniq10k_min": 0.643713748816288, "iqa_v2_koniq10k_max": 0.643713748816288, "imdecont": { "jpg": 0.529133677482605 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.529133677482605, "imdecont_mean": 0.529133677482605, "imdecont_min": 0.529133677482605, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.703125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.703125, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.703125, "clip_score_dfn_public_prev_turn_only_min": 3.9609375, "clip_score_dfn_public_prev_turn_only_mean": 3.9609375, "clip_score_dfn_public_prev_turn_only_max": 3.9609375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.3125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.3125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.3125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.78125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.78125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.78125, "clip_score_clip_vitl14_224_next_turn_only_min": 25.46875, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.46875, "clip_score_clip_vitl14_224_next_turn_only_max": 25.46875, "clip_score_dfn_public_next_turn_only_min": 3.333984375, "clip_score_dfn_public_next_turn_only_mean": 3.333984375, "clip_score_dfn_public_next_turn_only_max": 3.333984375, "clip_score_siglip2_b16_224_next_turn_only_min": 3.46875, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.46875, "clip_score_siglip2_b16_224_next_turn_only_max": 3.46875, "clip_score_longclip_vitl14_224_next_turn_only_min": 27.171875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 27.171875, "clip_score_longclip_vitl14_224_next_turn_only_max": 27.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.609375, "clip_score_dfn_public_prev_and_next_turn_min": 3.712890625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.712890625, "clip_score_dfn_public_prev_and_next_turn_max": 3.712890625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.78125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.78125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.78125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.65625, "im_height": { "jpg": 1352 }, "im_height_mean": 1352.0, "im_height_min": 1352, "im_height_max": 1352, "im_width": { "jpg": 1048 }, "im_width_mean": 1048.0, "im_width_min": 1048, "im_width_max": 1048, "im_ar": { "jpg": 0.7751 }, "im_ar_mean": 0.7751, "im_ar_min": 0.7751, "im_ar_max": 0.7751, "im_kilobytes": { "jpg": 4151.06 }, "im_kilobytes_mean": 4151.06, "im_kilobytes_min": 4151.06, "im_kilobytes_max": 4151.06, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 261.9 }, "im_clarity_mean": 261.9, "im_clarity_min": 261.9, "im_clarity_max": 261.9, "im_luma": { "jpg": 221.84 }, "im_luma_mean": 221.84, "im_luma_min": 221.84, "im_luma_max": 221.84, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 1.42 }, "im_entropy_mean": 1.42, "im_entropy_min": 1.42, "im_entropy_max": 1.42, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999988, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.0757133208411944e-15, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 3.193647938574704e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8694697022438049, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.0044252909719944, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.00441946042701602, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9874626994132996, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8034387230873108, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9990873336791992, "text_quality_nvidia_edu_nemotron4_score": 2.173828125, "text_quality_nvidia_edu_mixtral_score": 1.986328125, "text_quality_dclmbaseline_fasttext_score": 0.996709406375885, "text_quality_dolma3_fasttext_score": 0.9646095633506775, "custom_fasttext_val_fasttext_score": 0.0014824271202087402, "custom_fasttext_core_fasttext_score": 0.00024503469467163086, "custom_fasttext_val_clean_fasttext_score": 0.003360569477081299, "custom_fasttext_core_clean_fasttext_score": 0.0012205243110656738, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.9453125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.9140625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.03125, "within_sample_repetition_detection": 8.0 }, "263": { "detoxify": 1, "length_chars": 920, "length_tokens": 3147, "length_tokens_text_only": 331, "length_tokens_trainable_only": 205, "length_images": 1, "iqa_live_mean": 0.4566627656570589, "iqa_live_min": 0.4566627656570589, "iqa_live_max": 0.4566627656570589, "iqa_csiq_mean": 0.592106282711029, "iqa_csiq_min": 0.592106282711029, "iqa_csiq_max": 0.592106282711029, "iqa_tid2013_mean": 0.3277281125386556, "iqa_tid2013_min": 0.3277281125386556, "iqa_tid2013_max": 0.3277281125386556, "iqa_kadid10k_mean": 0.3951416015625, "iqa_kadid10k_min": 0.3951416015625, "iqa_kadid10k_max": 0.3951416015625, "iqa_flive_mean": 0.6399496059225064, "iqa_flive_min": 0.6399496059225064, "iqa_flive_max": 0.6399496059225064, "iqa_spaq_mean": 0.3752826729206124, "iqa_spaq_min": 0.3752826729206124, "iqa_spaq_max": 0.3752826729206124, "iqa_clive_mean": 0.4022426797886088, "iqa_clive_min": 0.4022426797886088, "iqa_clive_max": 0.4022426797886088, "iqa_koniq10k_mean": 0.6825395063920455, "iqa_koniq10k_min": 0.6825395063920455, "iqa_koniq10k_max": 0.6825395063920455, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 4.368104942276154e-19 }, { "lang": "sq", "score": 6.500159894444682e-20 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8527156114578247 }, { "lang": "es", "score": 0.0068013835698366165 }, { "lang": "th", "score": 0.00570937292650342 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.4566627656570589, "iqa_v2_live_min": 0.4566627656570589, "iqa_v2_live_max": 0.4566627656570589, "iqa_v2_csiq_mean": 0.592106282711029, "iqa_v2_csiq_min": 0.592106282711029, "iqa_v2_csiq_max": 0.592106282711029, "iqa_v2_tid2013_mean": 0.3277281125386556, "iqa_v2_tid2013_min": 0.3277281125386556, "iqa_v2_tid2013_max": 0.3277281125386556, "iqa_v2_kadid10k_mean": 0.3951416015625, "iqa_v2_kadid10k_min": 0.3951416015625, "iqa_v2_kadid10k_max": 0.3951416015625, "iqa_v2_flive_mean": 0.6399496059225064, "iqa_v2_flive_min": 0.6399496059225064, "iqa_v2_flive_max": 0.6399496059225064, "iqa_v2_spaq_mean": 0.3752826729206124, "iqa_v2_spaq_min": 0.3752826729206124, "iqa_v2_spaq_max": 0.3752826729206124, "iqa_v2_clive_mean": 0.4022426797886088, "iqa_v2_clive_min": 0.4022426797886088, "iqa_v2_clive_max": 0.4022426797886088, "iqa_v2_koniq10k_mean": 0.6825395063920455, "iqa_v2_koniq10k_min": 0.6825395063920455, "iqa_v2_koniq10k_max": 0.6825395063920455, "imdecont": { "jpg": 0.5492778420448303 }, "imdecont_image_match": { "jpg": 204629 }, "imdecont_max": 0.5492778420448303, "imdecont_mean": 0.5492778420448303, "imdecont_min": 0.5492778420448303, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.390625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.390625, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.390625, "clip_score_dfn_public_prev_turn_only_min": 3.25390625, "clip_score_dfn_public_prev_turn_only_mean": 3.25390625, "clip_score_dfn_public_prev_turn_only_max": 3.25390625, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.203125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.203125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.203125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.53125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.53125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.53125, "clip_score_clip_vitl14_224_next_turn_only_min": 28.546875, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.546875, "clip_score_clip_vitl14_224_next_turn_only_max": 28.546875, "clip_score_dfn_public_next_turn_only_min": 4.671875, "clip_score_dfn_public_next_turn_only_mean": 4.671875, "clip_score_dfn_public_next_turn_only_max": 4.671875, "clip_score_siglip2_b16_224_next_turn_only_min": 0.671875, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.671875, "clip_score_siglip2_b16_224_next_turn_only_max": 0.671875, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.5625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.5625, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.390625, "clip_score_dfn_public_prev_and_next_turn_min": 3.25390625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.25390625, "clip_score_dfn_public_prev_and_next_turn_max": 3.25390625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.203125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.203125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.453125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.453125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.453125, "im_height": { "jpg": 3429 }, "im_height_mean": 3429.0, "im_height_min": 3429, "im_height_max": 3429, "im_width": { "jpg": 1497 }, "im_width_mean": 1497.0, "im_width_min": 1497, "im_width_max": 1497, "im_ar": { "jpg": 0.4366 }, "im_ar_mean": 0.4366, "im_ar_min": 0.4366, "im_ar_max": 0.4366, "im_kilobytes": { "jpg": 15038.71 }, "im_kilobytes_mean": 15038.71, "im_kilobytes_min": 15038.71, "im_kilobytes_max": 15038.71, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 136.4 }, "im_clarity_mean": 136.4, "im_clarity_min": 136.4, "im_clarity_max": 136.4, "im_luma": { "jpg": 219.66 }, "im_luma_mean": 219.66, "im_luma_min": 219.66, "im_luma_max": 219.66, "im_saturation": { "jpg": 48.59 }, "im_saturation_mean": 48.59, "im_saturation_min": 48.59, "im_saturation_max": 48.59, "im_entropy": { "jpg": 1.64 }, "im_entropy_mean": 1.64, "im_entropy_min": 1.64, "im_entropy_max": 1.64, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.368104942276154e-19, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 6.500159894444682e-20, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8527156114578247, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.0068013835698366165, "language_detection_annotation_nllb_2_lan": "th", "language_detection_annotation_nllb_2_score": 0.00570937292650342, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9894475936889648, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.69268399477005, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997076392173767, "text_quality_nvidia_edu_nemotron4_score": 2.6171875, "text_quality_nvidia_edu_mixtral_score": 2.328125, "text_quality_dclmbaseline_fasttext_score": 0.9973499178886414, "text_quality_dolma3_fasttext_score": 0.999830424785614, "custom_fasttext_val_fasttext_score": 0.0010128021240234375, "custom_fasttext_core_fasttext_score": 1.1920928955078125e-07, "custom_fasttext_val_clean_fasttext_score": 0.0007286667823791504, "custom_fasttext_core_clean_fasttext_score": 1.3113021850585938e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.1953125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.1953125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 7.0 }, "243": { "detoxify": 1, "length_chars": 447, "length_tokens": 3526, "length_tokens_text_only": 198, "length_tokens_trainable_only": 97, "length_images": 1, "iqa_live_mean": 0.5607505181823114, "iqa_live_min": 0.5607505181823114, "iqa_live_max": 0.5607505181823114, "iqa_csiq_mean": 0.719059407711029, "iqa_csiq_min": 0.719059407711029, "iqa_csiq_max": 0.719059407711029, "iqa_tid2013_mean": 0.4155102305942111, "iqa_tid2013_min": 0.4155102305942111, "iqa_tid2013_max": 0.4155102305942111, "iqa_kadid10k_mean": 0.45458984375, "iqa_kadid10k_min": 0.45458984375, "iqa_kadid10k_max": 0.45458984375, "iqa_flive_mean": 0.6823992488360164, "iqa_flive_min": 0.6823992488360164, "iqa_flive_max": 0.6823992488360164, "iqa_spaq_mean": 0.4153315996882892, "iqa_spaq_min": 0.4153315996882892, "iqa_spaq_max": 0.4153315996882892, "iqa_clive_mean": 0.4413840939300229, "iqa_clive_min": 0.4413840939300229, "iqa_clive_max": 0.4413840939300229, "iqa_koniq10k_mean": 0.6897996074021465, "iqa_koniq10k_min": 0.6897996074021465, "iqa_koniq10k_max": 0.6897996074021465, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999936362813 }, { "lang": "la", "score": 6.3594525038831485e-09 }, { "lang": "eo", "score": 3.6019716658125053e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8633686304092407 }, { "lang": "ru", "score": 0.006593585945665836 }, { "lang": "vi", "score": 0.0049330792389810085 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.560770246717665, "iqa_v2_live_min": 0.560770246717665, "iqa_v2_live_max": 0.560770246717665, "iqa_v2_csiq_mean": 0.719059407711029, "iqa_v2_csiq_min": 0.719059407711029, "iqa_v2_csiq_max": 0.719059407711029, "iqa_v2_tid2013_mean": 0.4154559771219889, "iqa_v2_tid2013_min": 0.4154559771219889, "iqa_v2_tid2013_max": 0.4154559771219889, "iqa_v2_kadid10k_mean": 0.4544677734375, "iqa_v2_kadid10k_min": 0.4544677734375, "iqa_v2_kadid10k_max": 0.4544677734375, "iqa_v2_flive_mean": 0.6824781629774306, "iqa_v2_flive_min": 0.6824781629774306, "iqa_v2_flive_max": 0.6824781629774306, "iqa_v2_spaq_mean": 0.41525268554687506, "iqa_v2_spaq_min": 0.41525268554687506, "iqa_v2_spaq_max": 0.41525268554687506, "iqa_v2_clive_mean": 0.44134463685931585, "iqa_v2_clive_min": 0.44134463685931585, "iqa_v2_clive_max": 0.44134463685931585, "iqa_v2_koniq10k_mean": 0.6897996074021465, "iqa_v2_koniq10k_min": 0.6897996074021465, "iqa_v2_koniq10k_max": 0.6897996074021465, "imdecont": { "jpg": 0.45803147554397583 }, "imdecont_image_match": { "jpg": 89846 }, "imdecont_max": 0.45803147554397583, "imdecont_mean": 0.45803147554397583, "imdecont_min": 0.45803147554397583, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.4375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.4375, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.4375, "clip_score_dfn_public_prev_turn_only_min": 2.28515625, "clip_score_dfn_public_prev_turn_only_mean": 2.28515625, "clip_score_dfn_public_prev_turn_only_max": 2.28515625, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.265625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.265625, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.265625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.921875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.921875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.921875, "clip_score_clip_vitl14_224_next_turn_only_min": 24.25, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.25, "clip_score_clip_vitl14_224_next_turn_only_max": 24.25, "clip_score_dfn_public_next_turn_only_min": 3.095703125, "clip_score_dfn_public_next_turn_only_mean": 3.095703125, "clip_score_dfn_public_next_turn_only_max": 3.095703125, "clip_score_siglip2_b16_224_next_turn_only_min": 1.609375, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.609375, "clip_score_siglip2_b16_224_next_turn_only_max": 1.609375, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.875, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.046875, "clip_score_dfn_public_prev_and_next_turn_min": 2.783203125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.783203125, "clip_score_dfn_public_prev_and_next_turn_max": 2.783203125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.3984375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.3984375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.3984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.265625, "im_height": { "jpg": 2698 }, "im_height_mean": 2698.0, "im_height_min": 2698, "im_height_max": 2698, "im_width": { "jpg": 867 }, "im_width_mean": 867.0, "im_width_min": 867, "im_width_max": 867, "im_ar": { "jpg": 0.3213 }, "im_ar_mean": 0.3213, "im_ar_min": 0.3213, "im_ar_max": 0.3213, "im_kilobytes": { "jpg": 6853.03 }, "im_kilobytes_mean": 6853.03, "im_kilobytes_min": 6853.03, "im_kilobytes_max": 6853.03, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 177.1 }, "im_clarity_mean": 177.1, "im_clarity_min": 177.1, "im_clarity_max": 177.1, "im_luma": { "jpg": 237.62 }, "im_luma_mean": 237.62, "im_luma_min": 237.62, "im_luma_max": 237.62, "im_saturation": { "jpg": 21.83 }, "im_saturation_mean": 21.83, "im_saturation_min": 21.83, "im_saturation_max": 21.83, "im_entropy": { "jpg": 1.13 }, "im_entropy_mean": 1.13, "im_entropy_min": 1.13, "im_entropy_max": 1.13, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999936362813, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 6.3594525038831485e-09, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 3.6019716658125053e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8633686304092407, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006593585945665836, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.0049330792389810085, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9919787645339966, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.4296279549598694, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999562680721283, "text_quality_nvidia_edu_nemotron4_score": 2.037109375, "text_quality_nvidia_edu_mixtral_score": 1.853515625, "text_quality_dclmbaseline_fasttext_score": 0.9960258603096008, "text_quality_dolma3_fasttext_score": 0.924965500831604, "custom_fasttext_val_fasttext_score": 0.0019586682319641113, "custom_fasttext_core_fasttext_score": 0.0001119375228881836, "custom_fasttext_val_clean_fasttext_score": 0.0013985037803649902, "custom_fasttext_core_clean_fasttext_score": 0.00011861324310302734, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.8671875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.109375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.2421875, "within_sample_repetition_detection": 6.0 }, "261": { "detoxify": 1, "length_chars": 1073, "length_tokens": 3030, "length_tokens_text_only": 470, "length_tokens_trainable_only": 315, "length_images": 1, "iqa_live_mean": 0.33702888874092485, "iqa_live_min": 0.33702888874092485, "iqa_live_max": 0.33702888874092485, "iqa_csiq_mean": 0.49158138036727905, "iqa_csiq_min": 0.49158138036727905, "iqa_csiq_max": 0.49158138036727905, "iqa_tid2013_mean": 0.28638696670532227, "iqa_tid2013_min": 0.28638696670532227, "iqa_tid2013_max": 0.28638696670532227, "iqa_kadid10k_mean": 0.3013916015625, "iqa_kadid10k_min": 0.3013916015625, "iqa_kadid10k_max": 0.3013916015625, "iqa_flive_mean": 0.6130139899976327, "iqa_flive_min": 0.6130139899976327, "iqa_flive_max": 0.6130139899976327, "iqa_spaq_mean": 0.28240072847616793, "iqa_spaq_min": 0.28240072847616793, "iqa_spaq_max": 0.28240072847616793, "iqa_clive_mean": 0.31567386665729563, "iqa_clive_min": 0.31567386665729563, "iqa_clive_max": 0.31567386665729563, "iqa_koniq10k_mean": 0.6271418176516138, "iqa_koniq10k_min": 0.6271418176516138, "iqa_koniq10k_max": 0.6271418176516138, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.999999999999854 }, { "lang": "la", "score": 1.461007555527819e-13 }, { "lang": "tl", "score": 1.7340683778618018e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8667327165603638 }, { "lang": "ru", "score": 0.007334661670029163 }, { "lang": "tr", "score": 0.0055120112374424934 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.33702888874092485, "iqa_v2_live_min": 0.33702888874092485, "iqa_v2_live_max": 0.33702888874092485, "iqa_v2_csiq_mean": 0.49158138036727905, "iqa_v2_csiq_min": 0.49158138036727905, "iqa_v2_csiq_max": 0.49158138036727905, "iqa_v2_tid2013_mean": 0.28638696670532227, "iqa_v2_tid2013_min": 0.28638696670532227, "iqa_v2_tid2013_max": 0.28638696670532227, "iqa_v2_kadid10k_mean": 0.3013916015625, "iqa_v2_kadid10k_min": 0.3013916015625, "iqa_v2_kadid10k_max": 0.3013916015625, "iqa_v2_flive_mean": 0.6130139899976327, "iqa_v2_flive_min": 0.6130139899976327, "iqa_v2_flive_max": 0.6130139899976327, "iqa_v2_spaq_mean": 0.28240072847616793, "iqa_v2_spaq_min": 0.28240072847616793, "iqa_v2_spaq_max": 0.28240072847616793, "iqa_v2_clive_mean": 0.31567386665729563, "iqa_v2_clive_min": 0.31567386665729563, "iqa_v2_clive_max": 0.31567386665729563, "iqa_v2_koniq10k_mean": 0.6271418176516138, "iqa_v2_koniq10k_min": 0.6271418176516138, "iqa_v2_koniq10k_max": 0.6271418176516138, "imdecont": { "jpg": 0.4418966770172119 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.4418966770172119, "imdecont_mean": 0.4418966770172119, "imdecont_min": 0.4418966770172119, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.296875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.296875, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.296875, "clip_score_dfn_public_prev_turn_only_min": 3.8125, "clip_score_dfn_public_prev_turn_only_mean": 3.8125, "clip_score_dfn_public_prev_turn_only_max": 3.8125, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.0625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.0625, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.0625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.46875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.46875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.46875, "clip_score_clip_vitl14_224_next_turn_only_min": 29.546875, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.546875, "clip_score_clip_vitl14_224_next_turn_only_max": 29.546875, "clip_score_dfn_public_next_turn_only_min": 3.90625, "clip_score_dfn_public_next_turn_only_mean": 3.90625, "clip_score_dfn_public_next_turn_only_max": 3.90625, "clip_score_siglip2_b16_224_next_turn_only_min": 0.359375, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.359375, "clip_score_siglip2_b16_224_next_turn_only_max": 0.359375, "clip_score_longclip_vitl14_224_next_turn_only_min": 27.046875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 27.046875, "clip_score_longclip_vitl14_224_next_turn_only_max": 27.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.296875, "clip_score_dfn_public_prev_and_next_turn_min": 3.8125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.8125, "clip_score_dfn_public_prev_and_next_turn_max": 3.8125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.0625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.0625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.0625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.15625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.15625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.15625, "im_height": { "jpg": 2304 }, "im_height_mean": 2304.0, "im_height_min": 2304, "im_height_max": 2304, "im_width": { "jpg": 2395 }, "im_width_mean": 2395.0, "im_width_min": 2395, "im_width_max": 2395, "im_ar": { "jpg": 1.0395 }, "im_ar_mean": 1.0395, "im_ar_min": 1.0395, "im_ar_max": 1.0395, "im_kilobytes": { "jpg": 16166.25 }, "im_kilobytes_mean": 16166.25, "im_kilobytes_min": 16166.25, "im_kilobytes_max": 16166.25, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 140.43 }, "im_clarity_mean": 140.43, "im_clarity_min": 140.43, "im_clarity_max": 140.43, "im_luma": { "jpg": 228.36 }, "im_luma_mean": 228.36, "im_luma_min": 228.36, "im_luma_max": 228.36, "im_saturation": { "jpg": 60.34 }, "im_saturation_mean": 60.34, "im_saturation_min": 60.34, "im_saturation_max": 60.34, "im_entropy": { "jpg": 1.87 }, "im_entropy_mean": 1.87, "im_entropy_min": 1.87, "im_entropy_max": 1.87, "unifilter_score_qwen2_5_1_5b": 0.369384765625, "unifilter_score_qwen3_0_6b": 0.43896484375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.999999999999854, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.461007555527819e-13, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.7340683778618018e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8667327165603638, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007334661670029163, "language_detection_annotation_nllb_2_lan": "tr", "language_detection_annotation_nllb_2_score": 0.0055120112374424934, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9956561326980591, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6187167167663574, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997765421867371, "text_quality_nvidia_edu_nemotron4_score": 2.052734375, "text_quality_nvidia_edu_mixtral_score": 2.0703125, "text_quality_dclmbaseline_fasttext_score": 0.9964683651924133, "text_quality_dolma3_fasttext_score": 0.9981982111930847, "custom_fasttext_val_fasttext_score": 0.0025273561477661133, "custom_fasttext_core_fasttext_score": 8.237361907958984e-05, "custom_fasttext_val_clean_fasttext_score": 0.001569509506225586, "custom_fasttext_core_clean_fasttext_score": 0.00022965669631958008, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.1640625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.328125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1640625, "within_sample_repetition_detection": 8.0 }, "268": { "detoxify": 1, "length_chars": 1796, "length_tokens": 4038, "length_tokens_text_only": 710, "length_tokens_trainable_only": 521, "length_images": 1, "iqa_live_mean": 0.3773540535358467, "iqa_live_min": 0.3773540535358467, "iqa_live_max": 0.3773540535358467, "iqa_csiq_mean": 0.516605794429779, "iqa_csiq_min": 0.516605794429779, "iqa_csiq_max": 0.516605794429779, "iqa_tid2013_mean": 0.31937307781643337, "iqa_tid2013_min": 0.31937307781643337, "iqa_tid2013_max": 0.31937307781643337, "iqa_kadid10k_mean": 0.3878173828125, "iqa_kadid10k_min": 0.3878173828125, "iqa_kadid10k_max": 0.3878173828125, "iqa_flive_mean": 0.6316870487097539, "iqa_flive_min": 0.6316870487097539, "iqa_flive_max": 0.6316870487097539, "iqa_spaq_mean": 0.3084423951428346, "iqa_spaq_min": 0.3084423951428346, "iqa_spaq_max": 0.3084423951428346, "iqa_clive_mean": 0.3890640181724472, "iqa_clive_min": 0.3890640181724472, "iqa_clive_max": 0.3890640181724472, "iqa_koniq10k_mean": 0.6430824356849748, "iqa_koniq10k_min": 0.6430824356849748, "iqa_koniq10k_max": 0.6430824356849748, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 7.6684186939078026e-28 }, { "lang": "eo", "score": 6.053340606426817e-31 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8430503606796265 }, { "lang": "ru", "score": 0.0064138201996684074 }, { "lang": "vi", "score": 0.005967896431684494 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3773540535358467, "iqa_v2_live_min": 0.3773540535358467, "iqa_v2_live_max": 0.3773540535358467, "iqa_v2_csiq_mean": 0.516605794429779, "iqa_v2_csiq_min": 0.516605794429779, "iqa_v2_csiq_max": 0.516605794429779, "iqa_v2_tid2013_mean": 0.31937307781643337, "iqa_v2_tid2013_min": 0.31937307781643337, "iqa_v2_tid2013_max": 0.31937307781643337, "iqa_v2_kadid10k_mean": 0.3878173828125, "iqa_v2_kadid10k_min": 0.3878173828125, "iqa_v2_kadid10k_max": 0.3878173828125, "iqa_v2_flive_mean": 0.6316870487097539, "iqa_v2_flive_min": 0.6316870487097539, "iqa_v2_flive_max": 0.6316870487097539, "iqa_v2_spaq_mean": 0.3084423951428346, "iqa_v2_spaq_min": 0.3084423951428346, "iqa_v2_spaq_max": 0.3084423951428346, "iqa_v2_clive_mean": 0.3890640181724472, "iqa_v2_clive_min": 0.3890640181724472, "iqa_v2_clive_max": 0.3890640181724472, "iqa_v2_koniq10k_mean": 0.6430824356849748, "iqa_v2_koniq10k_min": 0.6430824356849748, "iqa_v2_koniq10k_max": 0.6430824356849748, "imdecont": { "jpg": 0.4627988338470459 }, "imdecont_image_match": { "jpg": 204629 }, "imdecont_max": 0.4627988338470459, "imdecont_mean": 0.4627988338470459, "imdecont_min": 0.4627988338470459, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.515625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.515625, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.515625, "clip_score_dfn_public_prev_turn_only_min": 3.67578125, "clip_score_dfn_public_prev_turn_only_mean": 3.67578125, "clip_score_dfn_public_prev_turn_only_max": 3.67578125, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.359375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.359375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.359375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.078125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.078125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.078125, "clip_score_clip_vitl14_224_next_turn_only_min": 23.859375, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.859375, "clip_score_clip_vitl14_224_next_turn_only_max": 23.859375, "clip_score_dfn_public_next_turn_only_min": 1.5302734375, "clip_score_dfn_public_next_turn_only_mean": 1.5302734375, "clip_score_dfn_public_next_turn_only_max": 1.5302734375, "clip_score_siglip2_b16_224_next_turn_only_min": 0.046875, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.046875, "clip_score_siglip2_b16_224_next_turn_only_max": 0.046875, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.125, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.515625, "clip_score_dfn_public_prev_and_next_turn_min": 3.67578125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.67578125, "clip_score_dfn_public_prev_and_next_turn_max": 3.67578125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.359375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.359375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.359375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.8125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.8125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.8125, "im_height": { "jpg": 2630 }, "im_height_mean": 2630.0, "im_height_min": 2630, "im_height_max": 2630, "im_width": { "jpg": 3171 }, "im_width_mean": 3171.0, "im_width_min": 3171, "im_width_max": 3171, "im_ar": { "jpg": 1.2057 }, "im_ar_mean": 1.2057, "im_ar_min": 1.2057, "im_ar_max": 1.2057, "im_kilobytes": { "jpg": 24432.8 }, "im_kilobytes_mean": 24432.8, "im_kilobytes_min": 24432.8, "im_kilobytes_max": 24432.8, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 121.15 }, "im_clarity_mean": 121.15, "im_clarity_min": 121.15, "im_clarity_max": 121.15, "im_luma": { "jpg": 218.79 }, "im_luma_mean": 218.79, "im_luma_min": 218.79, "im_luma_max": 218.79, "im_saturation": { "jpg": 49.02 }, "im_saturation_mean": 49.02, "im_saturation_min": 49.02, "im_saturation_max": 49.02, "im_entropy": { "jpg": 2.06 }, "im_entropy_mean": 2.06, "im_entropy_min": 2.06, "im_entropy_max": 2.06, "unifilter_score_qwen2_5_1_5b": -0.681640625, "unifilter_score_qwen3_0_6b": 0.08697509765625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 7.6684186939078026e-28, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 6.053340606426817e-31, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8430503606796265, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0064138201996684074, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.005967896431684494, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9935884475708008, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6916028261184692, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997313618659973, "text_quality_nvidia_edu_nemotron4_score": 2.115234375, "text_quality_nvidia_edu_mixtral_score": 2.060546875, "text_quality_dclmbaseline_fasttext_score": 0.9995853304862976, "text_quality_dolma3_fasttext_score": 0.9996726512908936, "custom_fasttext_val_fasttext_score": 0.0010704994201660156, "custom_fasttext_core_fasttext_score": 3.790855407714844e-05, "custom_fasttext_val_clean_fasttext_score": 0.010595619678497314, "custom_fasttext_core_clean_fasttext_score": 0.0013056397438049316, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.91796875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.015625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.09765625, "within_sample_repetition_detection": 5.0 }, "271": { "detoxify": 1, "length_chars": 1010, "length_tokens": 2180, "length_tokens_text_only": 388, "length_tokens_trainable_only": 263, "length_images": 1, "iqa_live_mean": 0.45670222272776595, "iqa_live_min": 0.45670222272776595, "iqa_live_max": 0.45670222272776595, "iqa_csiq_mean": 0.563053548336029, "iqa_csiq_min": 0.563053548336029, "iqa_csiq_max": 0.563053548336029, "iqa_tid2013_mean": 0.36472898059421116, "iqa_tid2013_min": 0.36472898059421116, "iqa_tid2013_max": 0.36472898059421116, "iqa_kadid10k_mean": 0.3909912109375, "iqa_kadid10k_min": 0.3909912109375, "iqa_kadid10k_max": 0.3909912109375, "iqa_flive_mean": 0.6682736175228852, "iqa_flive_min": 0.6682736175228852, "iqa_flive_max": 0.6682736175228852, "iqa_spaq_mean": 0.39059201635495583, "iqa_spaq_min": 0.39059201635495583, "iqa_spaq_max": 0.39059201635495583, "iqa_clive_mean": 0.38638093736436635, "iqa_clive_min": 0.38638093736436635, "iqa_clive_max": 0.38638093736436635, "iqa_koniq10k_mean": 0.6654940518465909, "iqa_koniq10k_min": 0.6654940518465909, "iqa_koniq10k_max": 0.6654940518465909, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 1.6986037388984582e-28 }, { "lang": "tl", "score": 5.7484660082999434e-33 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8751152157783508 }, { "lang": "es", "score": 0.0052876234985888 }, { "lang": "pt", "score": 0.004905554465949535 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.45670222272776595, "iqa_v2_live_min": 0.45670222272776595, "iqa_v2_live_max": 0.45670222272776595, "iqa_v2_csiq_mean": 0.563053548336029, "iqa_v2_csiq_min": 0.563053548336029, "iqa_v2_csiq_max": 0.563053548336029, "iqa_v2_tid2013_mean": 0.36472898059421116, "iqa_v2_tid2013_min": 0.36472898059421116, "iqa_v2_tid2013_max": 0.36472898059421116, "iqa_v2_kadid10k_mean": 0.3909912109375, "iqa_v2_kadid10k_min": 0.3909912109375, "iqa_v2_kadid10k_max": 0.3909912109375, "iqa_v2_flive_mean": 0.6682736175228852, "iqa_v2_flive_min": 0.6682736175228852, "iqa_v2_flive_max": 0.6682736175228852, "iqa_v2_spaq_mean": 0.39059201635495583, "iqa_v2_spaq_min": 0.39059201635495583, "iqa_v2_spaq_max": 0.39059201635495583, "iqa_v2_clive_mean": 0.38638093736436635, "iqa_v2_clive_min": 0.38638093736436635, "iqa_v2_clive_max": 0.38638093736436635, "iqa_v2_koniq10k_mean": 0.6654940518465909, "iqa_v2_koniq10k_min": 0.6654940518465909, "iqa_v2_koniq10k_max": 0.6654940518465909, "imdecont": { "jpg": 0.48178690671920776 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.48178690671920776, "imdecont_mean": 0.48178690671920776, "imdecont_min": 0.48178690671920776, "clip_score_clip_vitl14_224_prev_turn_only_min": 31.28125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 31.28125, "clip_score_clip_vitl14_224_prev_turn_only_max": 31.28125, "clip_score_dfn_public_prev_turn_only_min": 4.46484375, "clip_score_dfn_public_prev_turn_only_mean": 4.46484375, "clip_score_dfn_public_prev_turn_only_max": 4.46484375, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.546875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.546875, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.546875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.140625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.140625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.140625, "clip_score_clip_vitl14_224_next_turn_only_min": 27.875, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.875, "clip_score_clip_vitl14_224_next_turn_only_max": 27.875, "clip_score_dfn_public_next_turn_only_min": 5.04296875, "clip_score_dfn_public_next_turn_only_mean": 5.04296875, "clip_score_dfn_public_next_turn_only_max": 5.04296875, "clip_score_siglip2_b16_224_next_turn_only_min": 0.875, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.875, "clip_score_siglip2_b16_224_next_turn_only_max": 0.875, "clip_score_longclip_vitl14_224_next_turn_only_min": 27.65625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 27.65625, "clip_score_longclip_vitl14_224_next_turn_only_max": 27.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 31.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 31.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 31.28125, "clip_score_dfn_public_prev_and_next_turn_min": 4.46484375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.46484375, "clip_score_dfn_public_prev_and_next_turn_max": 4.46484375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.546875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.546875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.03125, "im_height": { "jpg": 1651 }, "im_height_mean": 1651.0, "im_height_min": 1651, "im_height_max": 1651, "im_width": { "jpg": 2486 }, "im_width_mean": 2486.0, "im_width_min": 2486, "im_width_max": 2486, "im_ar": { "jpg": 1.5058 }, "im_ar_mean": 1.5058, "im_ar_min": 1.5058, "im_ar_max": 1.5058, "im_kilobytes": { "jpg": 12024.57 }, "im_kilobytes_mean": 12024.57, "im_kilobytes_min": 12024.57, "im_kilobytes_max": 12024.57, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 148.71 }, "im_clarity_mean": 148.71, "im_clarity_min": 148.71, "im_clarity_max": 148.71, "im_luma": { "jpg": 202.54 }, "im_luma_mean": 202.54, "im_luma_min": 202.54, "im_luma_max": 202.54, "im_saturation": { "jpg": 86.47 }, "im_saturation_mean": 86.47, "im_saturation_min": 86.47, "im_saturation_max": 86.47, "im_entropy": { "jpg": 1.92 }, "im_entropy_mean": 1.92, "im_entropy_min": 1.92, "im_entropy_max": 1.92, "unifilter_score_qwen2_5_1_5b": -1.9951171875, "unifilter_score_qwen3_0_6b": -1.0751953125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.6986037388984582e-28, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 5.7484660082999434e-33, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8751152157783508, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.0052876234985888, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.004905554465949535, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9921166300773621, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5109696388244629, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9993942975997925, "text_quality_nvidia_edu_nemotron4_score": 2.30859375, "text_quality_nvidia_edu_mixtral_score": 2.37890625, "text_quality_dclmbaseline_fasttext_score": 0.9989327788352966, "text_quality_dolma3_fasttext_score": 0.9997205138206482, "custom_fasttext_val_fasttext_score": 0.0008382797241210938, "custom_fasttext_core_fasttext_score": 1.728534698486328e-05, "custom_fasttext_val_clean_fasttext_score": 0.0024945735931396484, "custom_fasttext_core_clean_fasttext_score": 0.0001811385154724121, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.2421875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.234375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0078125, "within_sample_repetition_detection": 7.0 }, "276": { "detoxify": 1, "length_chars": 915, "length_tokens": 2991, "length_tokens_text_only": 431, "length_tokens_trainable_only": 300, "length_images": 1, "iqa_live_mean": 0.2364922725793086, "iqa_live_min": 0.2364922725793086, "iqa_live_max": 0.2364922725793086, "iqa_csiq_mean": 0.41508907079696655, "iqa_csiq_min": 0.41508907079696655, "iqa_csiq_max": 0.41508907079696655, "iqa_tid2013_mean": 0.23614825142754448, "iqa_tid2013_min": 0.23614825142754448, "iqa_tid2013_max": 0.23614825142754448, "iqa_kadid10k_mean": 0.0611572265625, "iqa_kadid10k_min": 0.0611572265625, "iqa_kadid10k_max": 0.0611572265625, "iqa_flive_mean": 0.6034653788865215, "iqa_flive_min": 0.6034653788865215, "iqa_flive_max": 0.6034653788865215, "iqa_spaq_mean": 0.2524133547387942, "iqa_spaq_min": 0.2524133547387942, "iqa_spaq_max": 0.2524133547387942, "iqa_clive_mean": 0.4005065686774977, "iqa_clive_min": 0.4005065686774977, "iqa_clive_max": 0.4005065686774977, "iqa_koniq10k_mean": 0.6320344944192906, "iqa_koniq10k_min": 0.6320344944192906, "iqa_koniq10k_max": 0.6320344944192906, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999986674194 }, { "lang": "la", "score": 1.33258059685851e-09 }, { "lang": "nl", "score": 3.252213815196041e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8662189245223999 }, { "lang": "ru", "score": 0.0067881387658417225 }, { "lang": "ko", "score": 0.005327293649315834 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.2364922725793086, "iqa_v2_live_min": 0.2364922725793086, "iqa_v2_live_max": 0.2364922725793086, "iqa_v2_csiq_mean": 0.41508907079696655, "iqa_v2_csiq_min": 0.41508907079696655, "iqa_v2_csiq_max": 0.41508907079696655, "iqa_v2_tid2013_mean": 0.23614825142754448, "iqa_v2_tid2013_min": 0.23614825142754448, "iqa_v2_tid2013_max": 0.23614825142754448, "iqa_v2_kadid10k_mean": 0.0611572265625, "iqa_v2_kadid10k_min": 0.0611572265625, "iqa_v2_kadid10k_max": 0.0611572265625, "iqa_v2_flive_mean": 0.6034653788865215, "iqa_v2_flive_min": 0.6034653788865215, "iqa_v2_flive_max": 0.6034653788865215, "iqa_v2_spaq_mean": 0.2524133547387942, "iqa_v2_spaq_min": 0.2524133547387942, "iqa_v2_spaq_max": 0.2524133547387942, "iqa_v2_clive_mean": 0.4005065686774977, "iqa_v2_clive_min": 0.4005065686774977, "iqa_v2_clive_max": 0.4005065686774977, "iqa_v2_koniq10k_mean": 0.6320344944192906, "iqa_v2_koniq10k_min": 0.6320344944192906, "iqa_v2_koniq10k_max": 0.6320344944192906, "imdecont": { "jpg": 0.5709913969039917 }, "imdecont_image_match": { "jpg": 264634 }, "imdecont_max": 0.5709913969039917, "imdecont_mean": 0.5709913969039917, "imdecont_min": 0.5709913969039917, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.25, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.25, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.25, "clip_score_dfn_public_prev_turn_only_min": 2.501953125, "clip_score_dfn_public_prev_turn_only_mean": 2.501953125, "clip_score_dfn_public_prev_turn_only_max": 2.501953125, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.375, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.171875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.171875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.171875, "clip_score_clip_vitl14_224_next_turn_only_min": 23.796875, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.796875, "clip_score_clip_vitl14_224_next_turn_only_max": 23.796875, "clip_score_dfn_public_next_turn_only_min": 3.00390625, "clip_score_dfn_public_next_turn_only_mean": 3.00390625, "clip_score_dfn_public_next_turn_only_max": 3.00390625, "clip_score_siglip2_b16_224_next_turn_only_min": -1.3046875, "clip_score_siglip2_b16_224_next_turn_only_mean": -1.3046875, "clip_score_siglip2_b16_224_next_turn_only_max": -1.3046875, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.90625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.90625, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.25, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.25, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.25, "clip_score_dfn_public_prev_and_next_turn_min": 2.501953125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.501953125, "clip_score_dfn_public_prev_and_next_turn_max": 2.501953125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.609375, "im_height": { "jpg": 1843 }, "im_height_mean": 1843.0, "im_height_min": 1843, "im_height_max": 1843, "im_width": { "jpg": 2098 }, "im_width_mean": 2098.0, "im_width_min": 2098, "im_width_max": 2098, "im_ar": { "jpg": 1.1384 }, "im_ar_mean": 1.1384, "im_ar_min": 1.1384, "im_ar_max": 1.1384, "im_kilobytes": { "jpg": 11327.97 }, "im_kilobytes_mean": 11327.97, "im_kilobytes_min": 11327.97, "im_kilobytes_max": 11327.97, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 199.04 }, "im_clarity_mean": 199.04, "im_clarity_min": 199.04, "im_clarity_max": 199.04, "im_luma": { "jpg": 170.51 }, "im_luma_mean": 170.51, "im_luma_min": 170.51, "im_luma_max": 170.51, "im_saturation": { "jpg": 102.97 }, "im_saturation_mean": 102.97, "im_saturation_min": 102.97, "im_saturation_max": 102.97, "im_entropy": { "jpg": 2.0 }, "im_entropy_mean": 2.0, "im_entropy_min": 2.0, "im_entropy_max": 2.0, "unifilter_score_qwen2_5_1_5b": -1.4521484375, "unifilter_score_qwen3_0_6b": 1.2861328125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999986674194, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.33258059685851e-09, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 3.252213815196041e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8662189245223999, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0067881387658417225, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.005327293649315834, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9891762137413025, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6348681449890137, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999697208404541, "text_quality_nvidia_edu_nemotron4_score": 2.087890625, "text_quality_nvidia_edu_mixtral_score": 2.001953125, "text_quality_dclmbaseline_fasttext_score": 0.9999829530715942, "text_quality_dolma3_fasttext_score": 0.9999997615814209, "custom_fasttext_val_fasttext_score": 0.0012533068656921387, "custom_fasttext_core_fasttext_score": 0.0001214742660522461, "custom_fasttext_val_clean_fasttext_score": 0.0018653273582458496, "custom_fasttext_core_clean_fasttext_score": 0.0005826950073242188, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.109375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.203125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.09375, "within_sample_repetition_detection": 7.0 }, "274": { "detoxify": 1, "length_chars": 500, "length_tokens": 2025, "length_tokens_text_only": 233, "length_tokens_trainable_only": 168, "length_images": 1, "iqa_live_mean": 0.4996315156570589, "iqa_live_min": 0.4996315156570589, "iqa_live_max": 0.4996315156570589, "iqa_csiq_mean": 0.643986165523529, "iqa_csiq_min": 0.643986165523529, "iqa_csiq_max": 0.643986165523529, "iqa_tid2013_mean": 0.3663565847608778, "iqa_tid2013_min": 0.3663565847608778, "iqa_tid2013_max": 0.3663565847608778, "iqa_kadid10k_mean": 0.3797607421875, "iqa_kadid10k_min": 0.3797607421875, "iqa_kadid10k_max": 0.3797607421875, "iqa_flive_mean": 0.6815509218158144, "iqa_flive_min": 0.6815509218158144, "iqa_flive_max": 0.6815509218158144, "iqa_spaq_mean": 0.4122144911024306, "iqa_spaq_min": 0.4122144911024306, "iqa_spaq_max": 0.4122144911024306, "iqa_clive_mean": 0.4298231722128512, "iqa_clive_min": 0.4298231722128512, "iqa_clive_max": 0.4298231722128512, "iqa_koniq10k_mean": 0.6230382822980784, "iqa_koniq10k_min": 0.6230382822980784, "iqa_koniq10k_max": 0.6230382822980784, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.999980256316419 }, { "lang": "la", "score": 1.9743673277336122e-05 }, { "lang": "de", "score": 9.653601176571295e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8054567575454712 }, { "lang": "ru", "score": 0.008831830695271492 }, { "lang": "fr", "score": 0.007740828208625317 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.4996315156570589, "iqa_v2_live_min": 0.4996315156570589, "iqa_v2_live_max": 0.4996315156570589, "iqa_v2_csiq_mean": 0.643986165523529, "iqa_v2_csiq_min": 0.643986165523529, "iqa_v2_csiq_max": 0.643986165523529, "iqa_v2_tid2013_mean": 0.3663565847608778, "iqa_v2_tid2013_min": 0.3663565847608778, "iqa_v2_tid2013_max": 0.3663565847608778, "iqa_v2_kadid10k_mean": 0.3797607421875, "iqa_v2_kadid10k_min": 0.3797607421875, "iqa_v2_kadid10k_max": 0.3797607421875, "iqa_v2_flive_mean": 0.6815509218158144, "iqa_v2_flive_min": 0.6815509218158144, "iqa_v2_flive_max": 0.6815509218158144, "iqa_v2_spaq_mean": 0.4122144911024306, "iqa_v2_spaq_min": 0.4122144911024306, "iqa_v2_spaq_max": 0.4122144911024306, "iqa_v2_clive_mean": 0.4298231722128512, "iqa_v2_clive_min": 0.4298231722128512, "iqa_v2_clive_max": 0.4298231722128512, "iqa_v2_koniq10k_mean": 0.6230382822980784, "iqa_v2_koniq10k_min": 0.6230382822980784, "iqa_v2_koniq10k_max": 0.6230382822980784, "imdecont": { "jpg": 0.5802713632583618 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5802713632583618, "imdecont_mean": 0.5802713632583618, "imdecont_min": 0.5802713632583618, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.65625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.65625, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.65625, "clip_score_dfn_public_prev_turn_only_min": 1.8623046875, "clip_score_dfn_public_prev_turn_only_mean": 1.8623046875, "clip_score_dfn_public_prev_turn_only_max": 1.8623046875, "clip_score_siglip2_b16_224_prev_turn_only_min": -3.375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -3.375, "clip_score_siglip2_b16_224_prev_turn_only_max": -3.375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.609375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.609375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.609375, "clip_score_clip_vitl14_224_next_turn_only_min": 29.5625, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.5625, "clip_score_clip_vitl14_224_next_turn_only_max": 29.5625, "clip_score_dfn_public_next_turn_only_min": 4.14453125, "clip_score_dfn_public_next_turn_only_mean": 4.14453125, "clip_score_dfn_public_next_turn_only_max": 4.14453125, "clip_score_siglip2_b16_224_next_turn_only_min": 3.390625, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.390625, "clip_score_siglip2_b16_224_next_turn_only_max": 3.390625, "clip_score_longclip_vitl14_224_next_turn_only_min": 27.171875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 27.171875, "clip_score_longclip_vitl14_224_next_turn_only_max": 27.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.34375, "clip_score_dfn_public_prev_and_next_turn_min": 3.302734375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.302734375, "clip_score_dfn_public_prev_and_next_turn_max": 3.302734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.265625, "im_height": { "jpg": 2020 }, "im_height_mean": 2020.0, "im_height_min": 2020, "im_height_max": 2020, "im_width": { "jpg": 1307 }, "im_width_mean": 1307.0, "im_width_min": 1307, "im_width_max": 1307, "im_ar": { "jpg": 0.647 }, "im_ar_mean": 0.647, "im_ar_min": 0.647, "im_ar_max": 0.647, "im_kilobytes": { "jpg": 7734.79 }, "im_kilobytes_mean": 7734.79, "im_kilobytes_min": 7734.79, "im_kilobytes_max": 7734.79, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 200.14 }, "im_clarity_mean": 200.14, "im_clarity_min": 200.14, "im_clarity_max": 200.14, "im_luma": { "jpg": 184.93 }, "im_luma_mean": 184.93, "im_luma_min": 184.93, "im_luma_max": 184.93, "im_saturation": { "jpg": 79.49 }, "im_saturation_mean": 79.49, "im_saturation_min": 79.49, "im_saturation_max": 79.49, "im_entropy": { "jpg": 1.95 }, "im_entropy_mean": 1.95, "im_entropy_min": 1.95, "im_entropy_max": 1.95, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.999980256316419, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.9743673277336122e-05, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 9.653601176571295e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8054567575454712, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.008831830695271492, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.007740828208625317, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9919535517692566, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.4558415710926056, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996496438980103, "text_quality_nvidia_edu_nemotron4_score": 2.400390625, "text_quality_nvidia_edu_mixtral_score": 2.025390625, "text_quality_dclmbaseline_fasttext_score": 0.9992362260818481, "text_quality_dolma3_fasttext_score": 0.9999237060546875, "custom_fasttext_val_fasttext_score": 0.002231001853942871, "custom_fasttext_core_fasttext_score": 4.1961669921875e-05, "custom_fasttext_val_clean_fasttext_score": 0.0014494657516479492, "custom_fasttext_core_clean_fasttext_score": 0.0005691051483154297, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.4296875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.2578125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.171875, "within_sample_repetition_detection": 8.0 }, "277": { "detoxify": 1, "length_chars": 1714, "length_tokens": 2424, "length_tokens_text_only": 632, "length_tokens_trainable_only": 504, "length_images": 1, "iqa_live_mean": 0.35486348470052076, "iqa_live_min": 0.35486348470052076, "iqa_live_max": 0.35486348470052076, "iqa_csiq_mean": 0.49506038427352905, "iqa_csiq_min": 0.49506038427352905, "iqa_csiq_max": 0.49506038427352905, "iqa_tid2013_mean": 0.26023679309421116, "iqa_tid2013_min": 0.26023679309421116, "iqa_tid2013_max": 0.26023679309421116, "iqa_kadid10k_mean": 0.2623291015625, "iqa_kadid10k_min": 0.2623291015625, "iqa_kadid10k_max": 0.2623291015625, "iqa_flive_mean": 0.5935813826744003, "iqa_flive_min": 0.5935813826744003, "iqa_flive_max": 0.5935813826744003, "iqa_spaq_mean": 0.26488178908222854, "iqa_spaq_min": 0.26488178908222854, "iqa_spaq_max": 0.26488178908222854, "iqa_clive_mean": 0.3422679323138613, "iqa_clive_min": 0.3422679323138613, "iqa_clive_max": 0.3422679323138613, "iqa_koniq10k_mean": 0.6686506175031566, "iqa_koniq10k_min": 0.6686506175031566, "iqa_koniq10k_max": 0.6686506175031566, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 5.663190795285489e-23 }, { "lang": "eo", "score": 2.8503170492052215e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8641157150268555 }, { "lang": "ru", "score": 0.006370653863996267 }, { "lang": "es", "score": 0.005877998191863298 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.35486348470052076, "iqa_v2_live_min": 0.35486348470052076, "iqa_v2_live_max": 0.35486348470052076, "iqa_v2_csiq_mean": 0.49506038427352905, "iqa_v2_csiq_min": 0.49506038427352905, "iqa_v2_csiq_max": 0.49506038427352905, "iqa_v2_tid2013_mean": 0.26023679309421116, "iqa_v2_tid2013_min": 0.26023679309421116, "iqa_v2_tid2013_max": 0.26023679309421116, "iqa_v2_kadid10k_mean": 0.2623291015625, "iqa_v2_kadid10k_min": 0.2623291015625, "iqa_v2_kadid10k_max": 0.2623291015625, "iqa_v2_flive_mean": 0.5935813826744003, "iqa_v2_flive_min": 0.5935813826744003, "iqa_v2_flive_max": 0.5935813826744003, "iqa_v2_spaq_mean": 0.26488178908222854, "iqa_v2_spaq_min": 0.26488178908222854, "iqa_v2_spaq_max": 0.26488178908222854, "iqa_v2_clive_mean": 0.3422679323138613, "iqa_v2_clive_min": 0.3422679323138613, "iqa_v2_clive_max": 0.3422679323138613, "iqa_v2_koniq10k_mean": 0.6686506175031566, "iqa_v2_koniq10k_min": 0.6686506175031566, "iqa_v2_koniq10k_max": 0.6686506175031566, "imdecont": { "jpg": 0.570522129535675 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.570522129535675, "imdecont_mean": 0.570522129535675, "imdecont_min": 0.570522129535675, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.03125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.03125, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.03125, "clip_score_dfn_public_prev_turn_only_min": 2.4140625, "clip_score_dfn_public_prev_turn_only_mean": 2.4140625, "clip_score_dfn_public_prev_turn_only_max": 2.4140625, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.921875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.921875, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.921875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.640625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.640625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.640625, "clip_score_clip_vitl14_224_next_turn_only_min": 25.296875, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.296875, "clip_score_clip_vitl14_224_next_turn_only_max": 25.296875, "clip_score_dfn_public_next_turn_only_min": 1.9951171875, "clip_score_dfn_public_next_turn_only_mean": 1.9951171875, "clip_score_dfn_public_next_turn_only_max": 1.9951171875, "clip_score_siglip2_b16_224_next_turn_only_min": -0.40625, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.40625, "clip_score_siglip2_b16_224_next_turn_only_max": -0.40625, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.34375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.34375, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.03125, "clip_score_dfn_public_prev_and_next_turn_min": 2.4140625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.4140625, "clip_score_dfn_public_prev_and_next_turn_max": 2.4140625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.921875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.921875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.75, "im_height": { "jpg": 3870 }, "im_height_mean": 3870.0, "im_height_min": 3870, "im_height_max": 3870, "im_width": { "jpg": 2350 }, "im_width_mean": 2350.0, "im_width_min": 2350, "im_width_max": 2350, "im_ar": { "jpg": 0.6072 }, "im_ar_mean": 0.6072, "im_ar_min": 0.6072, "im_ar_max": 0.6072, "im_kilobytes": { "jpg": 26644.04 }, "im_kilobytes_mean": 26644.04, "im_kilobytes_min": 26644.04, "im_kilobytes_max": 26644.04, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 123.53 }, "im_clarity_mean": 123.53, "im_clarity_min": 123.53, "im_clarity_max": 123.53, "im_luma": { "jpg": 209.37 }, "im_luma_mean": 209.37, "im_luma_min": 209.37, "im_luma_max": 209.37, "im_saturation": { "jpg": 56.53 }, "im_saturation_mean": 56.53, "im_saturation_min": 56.53, "im_saturation_max": 56.53, "im_entropy": { "jpg": 1.7 }, "im_entropy_mean": 1.7, "im_entropy_min": 1.7, "im_entropy_max": 1.7, "unifilter_score_qwen2_5_1_5b": -0.7216796875, "unifilter_score_qwen3_0_6b": 0.480224609375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 5.663190795285489e-23, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 2.8503170492052215e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8641157150268555, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006370653863996267, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.005877998191863298, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9919752478599548, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7479321956634521, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997596144676208, "text_quality_nvidia_edu_nemotron4_score": 2.642578125, "text_quality_nvidia_edu_mixtral_score": 2.3515625, "text_quality_dclmbaseline_fasttext_score": 0.999816358089447, "text_quality_dolma3_fasttext_score": 0.9999909400939941, "custom_fasttext_val_fasttext_score": 0.0011397600173950195, "custom_fasttext_core_fasttext_score": 1.3589859008789062e-05, "custom_fasttext_val_clean_fasttext_score": 0.0018567442893981934, "custom_fasttext_core_clean_fasttext_score": 4.971027374267578e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.71484375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.7734375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.05859375, "within_sample_repetition_detection": 4.0 }, "273": { "detoxify": 1, "length_chars": 1099, "length_tokens": 3042, "length_tokens_text_only": 482, "length_tokens_trainable_only": 338, "length_images": 1, "iqa_live_mean": 0.5151628051141295, "iqa_live_min": 0.5151628051141295, "iqa_live_max": 0.5151628051141295, "iqa_csiq_mean": 0.662052571773529, "iqa_csiq_min": 0.662052571773529, "iqa_csiq_max": 0.662052571773529, "iqa_tid2013_mean": 0.42066431045532227, "iqa_tid2013_min": 0.42066431045532227, "iqa_tid2013_max": 0.42066431045532227, "iqa_kadid10k_mean": 0.53387451171875, "iqa_kadid10k_min": 0.53387451171875, "iqa_kadid10k_max": 0.53387451171875, "iqa_flive_mean": 0.6486585212476327, "iqa_flive_min": 0.6486585212476327, "iqa_flive_max": 0.6486585212476327, "iqa_spaq_mean": 0.40092976888020837, "iqa_spaq_min": 0.40092976888020837, "iqa_spaq_max": 0.40092976888020837, "iqa_clive_mean": 0.36728371514214414, "iqa_clive_min": 0.36728371514214414, "iqa_clive_max": 0.36728371514214414, "iqa_koniq10k_mean": 0.6478172841698233, "iqa_koniq10k_min": 0.6478172841698233, "iqa_koniq10k_max": 0.6478172841698233, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999579129958 }, { "lang": "la", "score": 4.208700205022043e-08 }, { "lang": "fr", "score": 2.1532314817676454e-15 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7974880337715149 }, { "lang": "ru", "score": 0.008717680349946022 }, { "lang": "id", "score": 0.006888696923851967 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5151628051141295, "iqa_v2_live_min": 0.5151628051141295, "iqa_v2_live_max": 0.5151628051141295, "iqa_v2_csiq_mean": 0.662052571773529, "iqa_v2_csiq_min": 0.662052571773529, "iqa_v2_csiq_max": 0.662052571773529, "iqa_v2_tid2013_mean": 0.42066431045532227, "iqa_v2_tid2013_min": 0.42066431045532227, "iqa_v2_tid2013_max": 0.42066431045532227, "iqa_v2_kadid10k_mean": 0.53387451171875, "iqa_v2_kadid10k_min": 0.53387451171875, "iqa_v2_kadid10k_max": 0.53387451171875, "iqa_v2_flive_mean": 0.6486585212476327, "iqa_v2_flive_min": 0.6486585212476327, "iqa_v2_flive_max": 0.6486585212476327, "iqa_v2_spaq_mean": 0.40092976888020837, "iqa_v2_spaq_min": 0.40092976888020837, "iqa_v2_spaq_max": 0.40092976888020837, "iqa_v2_clive_mean": 0.36728371514214414, "iqa_v2_clive_min": 0.36728371514214414, "iqa_v2_clive_max": 0.36728371514214414, "iqa_v2_koniq10k_mean": 0.6478172841698233, "iqa_v2_koniq10k_min": 0.6478172841698233, "iqa_v2_koniq10k_max": 0.6478172841698233, "imdecont": { "jpg": 0.4912077784538269 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.4912077784538269, "imdecont_mean": 0.4912077784538269, "imdecont_min": 0.4912077784538269, "clip_score_clip_vitl14_224_prev_turn_only_min": 23.046875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 23.046875, "clip_score_clip_vitl14_224_prev_turn_only_max": 23.046875, "clip_score_dfn_public_prev_turn_only_min": 3.15234375, "clip_score_dfn_public_prev_turn_only_mean": 3.15234375, "clip_score_dfn_public_prev_turn_only_max": 3.15234375, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.5, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.5, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.5, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.03125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.03125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.03125, "clip_score_clip_vitl14_224_next_turn_only_min": 22.953125, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.953125, "clip_score_clip_vitl14_224_next_turn_only_max": 22.953125, "clip_score_dfn_public_next_turn_only_min": 2.201171875, "clip_score_dfn_public_next_turn_only_mean": 2.201171875, "clip_score_dfn_public_next_turn_only_max": 2.201171875, "clip_score_siglip2_b16_224_next_turn_only_min": 0.578125, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.578125, "clip_score_siglip2_b16_224_next_turn_only_max": 0.578125, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.09375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.09375, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.046875, "clip_score_dfn_public_prev_and_next_turn_min": 3.15234375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.15234375, "clip_score_dfn_public_prev_and_next_turn_max": 3.15234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.5, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.5, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.5, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.609375, "im_height": { "jpg": 1919 }, "im_height_mean": 1919.0, "im_height_min": 1919, "im_height_max": 1919, "im_width": { "jpg": 1883 }, "im_width_mean": 1883.0, "im_width_min": 1883, "im_width_max": 1883, "im_ar": { "jpg": 0.9812 }, "im_ar_mean": 0.9812, "im_ar_min": 0.9812, "im_ar_max": 0.9812, "im_kilobytes": { "jpg": 10586.36 }, "im_kilobytes_mean": 10586.36, "im_kilobytes_min": 10586.36, "im_kilobytes_max": 10586.36, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 184.86 }, "im_clarity_mean": 184.86, "im_clarity_min": 184.86, "im_clarity_max": 184.86, "im_luma": { "jpg": 234.86 }, "im_luma_mean": 234.86, "im_luma_min": 234.86, "im_luma_max": 234.86, "im_saturation": { "jpg": 24.65 }, "im_saturation_mean": 24.65, "im_saturation_min": 24.65, "im_saturation_max": 24.65, "im_entropy": { "jpg": 1.77 }, "im_entropy_mean": 1.77, "im_entropy_min": 1.77, "im_entropy_max": 1.77, "unifilter_score_qwen2_5_1_5b": -0.56982421875, "unifilter_score_qwen3_0_6b": -1.806640625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999579129958, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.208700205022043e-08, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 2.1532314817676454e-15, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7974880337715149, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.008717680349946022, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.006888696923851967, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.993159294128418, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.3819321393966675, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999782145023346, "text_quality_nvidia_edu_nemotron4_score": 2.2578125, "text_quality_nvidia_edu_mixtral_score": 1.923828125, "text_quality_dclmbaseline_fasttext_score": 0.9999257326126099, "text_quality_dolma3_fasttext_score": 0.9999979734420776, "custom_fasttext_val_fasttext_score": 0.002234160900115967, "custom_fasttext_core_fasttext_score": 7.772445678710938e-05, "custom_fasttext_val_clean_fasttext_score": 0.0010064244270324707, "custom_fasttext_core_clean_fasttext_score": 0.00016349554061889648, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.078125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.2734375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1953125, "within_sample_repetition_detection": 7.0 }, "278": { "detoxify": 1, "length_chars": 646, "length_tokens": 3589, "length_tokens_text_only": 261, "length_tokens_trainable_only": 150, "length_images": 1, "iqa_live_mean": 0.44020916717221037, "iqa_live_min": 0.44020916717221037, "iqa_live_max": 0.44020916717221037, "iqa_csiq_mean": 0.574894368648529, "iqa_csiq_min": 0.574894368648529, "iqa_csiq_max": 0.574894368648529, "iqa_tid2013_mean": 0.3601716889275445, "iqa_tid2013_min": 0.3601716889275445, "iqa_tid2013_max": 0.3601716889275445, "iqa_kadid10k_mean": 0.3431396484375, "iqa_kadid10k_min": 0.3431396484375, "iqa_kadid10k_max": 0.3431396484375, "iqa_flive_mean": 0.6732452084319761, "iqa_flive_min": 0.6732452084319761, "iqa_flive_max": 0.6732452084319761, "iqa_spaq_mean": 0.341586334536774, "iqa_spaq_min": 0.341586334536774, "iqa_spaq_max": 0.341586334536774, "iqa_clive_mean": 0.36602108887951784, "iqa_clive_min": 0.36602108887951784, "iqa_clive_max": 0.36602108887951784, "iqa_koniq10k_mean": 0.653814758917298, "iqa_koniq10k_min": 0.653814758917298, "iqa_koniq10k_max": 0.653814758917298, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999968004 }, { "lang": "la", "score": 3.199437015461961e-12 }, { "lang": "eo", "score": 6.5291322112340844e-21 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8543124198913574 }, { "lang": "ru", "score": 0.006471483036875725 }, { "lang": "tr", "score": 0.006331834476441145 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.44020916717221037, "iqa_v2_live_min": 0.44020916717221037, "iqa_v2_live_max": 0.44020916717221037, "iqa_v2_csiq_mean": 0.574894368648529, "iqa_v2_csiq_min": 0.574894368648529, "iqa_v2_csiq_max": 0.574894368648529, "iqa_v2_tid2013_mean": 0.3601716889275445, "iqa_v2_tid2013_min": 0.3601716889275445, "iqa_v2_tid2013_max": 0.3601716889275445, "iqa_v2_kadid10k_mean": 0.3431396484375, "iqa_v2_kadid10k_min": 0.3431396484375, "iqa_v2_kadid10k_max": 0.3431396484375, "iqa_v2_flive_mean": 0.6732452084319761, "iqa_v2_flive_min": 0.6732452084319761, "iqa_v2_flive_max": 0.6732452084319761, "iqa_v2_spaq_mean": 0.341586334536774, "iqa_v2_spaq_min": 0.341586334536774, "iqa_v2_spaq_max": 0.341586334536774, "iqa_v2_clive_mean": 0.36602108887951784, "iqa_v2_clive_min": 0.36602108887951784, "iqa_v2_clive_max": 0.36602108887951784, "iqa_v2_koniq10k_mean": 0.653814758917298, "iqa_v2_koniq10k_min": 0.653814758917298, "iqa_v2_koniq10k_max": 0.653814758917298, "imdecont": { "jpg": 0.5423456430435181 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5423456430435181, "imdecont_mean": 0.5423456430435181, "imdecont_min": 0.5423456430435181, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.03125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.03125, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.03125, "clip_score_dfn_public_prev_turn_only_min": 3.74609375, "clip_score_dfn_public_prev_turn_only_mean": 3.74609375, "clip_score_dfn_public_prev_turn_only_max": 3.74609375, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.65625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.65625, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.65625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.421875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.421875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.421875, "clip_score_clip_vitl14_224_next_turn_only_min": 19.984375, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.984375, "clip_score_clip_vitl14_224_next_turn_only_max": 19.984375, "clip_score_dfn_public_next_turn_only_min": 3.16015625, "clip_score_dfn_public_next_turn_only_mean": 3.16015625, "clip_score_dfn_public_next_turn_only_max": 3.16015625, "clip_score_siglip2_b16_224_next_turn_only_min": 4.140625, "clip_score_siglip2_b16_224_next_turn_only_mean": 4.140625, "clip_score_siglip2_b16_224_next_turn_only_max": 4.140625, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.28125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.28125, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.21875, "clip_score_dfn_public_prev_and_next_turn_min": 3.626953125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.626953125, "clip_score_dfn_public_prev_and_next_turn_max": 3.626953125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.6875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.6875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.375, "im_height": { "jpg": 2795 }, "im_height_mean": 2795.0, "im_height_min": 2795, "im_height_max": 2795, "im_width": { "jpg": 934 }, "im_width_mean": 934.0, "im_width_min": 934, "im_width_max": 934, "im_ar": { "jpg": 0.3342 }, "im_ar_mean": 0.3342, "im_ar_min": 0.3342, "im_ar_max": 0.3342, "im_kilobytes": { "jpg": 7648.04 }, "im_kilobytes_mean": 7648.04, "im_kilobytes_min": 7648.04, "im_kilobytes_max": 7648.04, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 260.86 }, "im_clarity_mean": 260.86, "im_clarity_min": 260.86, "im_clarity_max": 260.86, "im_luma": { "jpg": 235.63 }, "im_luma_mean": 235.63, "im_luma_min": 235.63, "im_luma_max": 235.63, "im_saturation": { "jpg": 88.11 }, "im_saturation_mean": 88.11, "im_saturation_min": 88.11, "im_saturation_max": 88.11, "im_entropy": { "jpg": 1.89 }, "im_entropy_mean": 1.89, "im_entropy_min": 1.89, "im_entropy_max": 1.89, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999968004, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.199437015461961e-12, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 6.5291322112340844e-21, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8543124198913574, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006471483036875725, "language_detection_annotation_nllb_2_lan": "tr", "language_detection_annotation_nllb_2_score": 0.006331834476441145, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.987163245677948, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8488869071006775, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9994745850563049, "text_quality_nvidia_edu_nemotron4_score": 2.134765625, "text_quality_nvidia_edu_mixtral_score": 2.52734375, "text_quality_dclmbaseline_fasttext_score": 0.9247683882713318, "text_quality_dolma3_fasttext_score": 0.9953529834747314, "custom_fasttext_val_fasttext_score": 0.00040334463119506836, "custom_fasttext_core_fasttext_score": 5.9604644775390625e-06, "custom_fasttext_val_clean_fasttext_score": 0.002210080623626709, "custom_fasttext_core_clean_fasttext_score": 0.0001266002655029297, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.6484375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1484375, "within_sample_repetition_detection": 7.0 }, "280": { "detoxify": 1, "length_chars": 975, "length_tokens": 2748, "length_tokens_text_only": 444, "length_tokens_trainable_only": 339, "length_images": 1, "iqa_live_mean": 0.4020541797984729, "iqa_live_min": 0.4020541797984729, "iqa_live_max": 0.4020541797984729, "iqa_csiq_mean": 0.552311360836029, "iqa_csiq_min": 0.552311360836029, "iqa_csiq_max": 0.552311360836029, "iqa_tid2013_mean": 0.35398679309421116, "iqa_tid2013_min": 0.35398679309421116, "iqa_tid2013_max": 0.35398679309421116, "iqa_kadid10k_mean": 0.3712158203125, "iqa_kadid10k_min": 0.3712158203125, "iqa_kadid10k_max": 0.3712158203125, "iqa_flive_mean": 0.6429705378985164, "iqa_flive_min": 0.6429705378985164, "iqa_flive_max": 0.6429705378985164, "iqa_spaq_mean": 0.39501120827414776, "iqa_spaq_min": 0.39501120827414776, "iqa_spaq_max": 0.39501120827414776, "iqa_clive_mean": 0.40938440958658856, "iqa_clive_min": 0.40938440958658856, "iqa_clive_max": 0.40938440958658856, "iqa_koniq10k_mean": 0.6257213631061593, "iqa_koniq10k_min": 0.6257213631061593, "iqa_koniq10k_max": 0.6257213631061593, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 7.218842122794862e-27 }, { "lang": "de", "score": 1.1625591561346069e-33 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8504641652107239 }, { "lang": "ru", "score": 0.007191815879195929 }, { "lang": "vi", "score": 0.007101926952600479 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4020541797984729, "iqa_v2_live_min": 0.4020541797984729, "iqa_v2_live_max": 0.4020541797984729, "iqa_v2_csiq_mean": 0.552311360836029, "iqa_v2_csiq_min": 0.552311360836029, "iqa_v2_csiq_max": 0.552311360836029, "iqa_v2_tid2013_mean": 0.35398679309421116, "iqa_v2_tid2013_min": 0.35398679309421116, "iqa_v2_tid2013_max": 0.35398679309421116, "iqa_v2_kadid10k_mean": 0.3712158203125, "iqa_v2_kadid10k_min": 0.3712158203125, "iqa_v2_kadid10k_max": 0.3712158203125, "iqa_v2_flive_mean": 0.6429705378985164, "iqa_v2_flive_min": 0.6429705378985164, "iqa_v2_flive_max": 0.6429705378985164, "iqa_v2_spaq_mean": 0.39501120827414776, "iqa_v2_spaq_min": 0.39501120827414776, "iqa_v2_spaq_max": 0.39501120827414776, "iqa_v2_clive_mean": 0.40938440958658856, "iqa_v2_clive_min": 0.40938440958658856, "iqa_v2_clive_max": 0.40938440958658856, "iqa_v2_koniq10k_mean": 0.6257213631061593, "iqa_v2_koniq10k_min": 0.6257213631061593, "iqa_v2_koniq10k_max": 0.6257213631061593, "imdecont": { "jpg": 0.46869075298309326 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.46869075298309326, "imdecont_mean": 0.46869075298309326, "imdecont_min": 0.46869075298309326, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.140625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.140625, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.140625, "clip_score_dfn_public_prev_turn_only_min": 3.5625, "clip_score_dfn_public_prev_turn_only_mean": 3.5625, "clip_score_dfn_public_prev_turn_only_max": 3.5625, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.34375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.34375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.34375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.65625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.65625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.65625, "clip_score_clip_vitl14_224_next_turn_only_min": 28.8125, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.8125, "clip_score_clip_vitl14_224_next_turn_only_max": 28.8125, "clip_score_dfn_public_next_turn_only_min": 3.537109375, "clip_score_dfn_public_next_turn_only_mean": 3.537109375, "clip_score_dfn_public_next_turn_only_max": 3.537109375, "clip_score_siglip2_b16_224_next_turn_only_min": 5.625, "clip_score_siglip2_b16_224_next_turn_only_mean": 5.625, "clip_score_siglip2_b16_224_next_turn_only_max": 5.625, "clip_score_longclip_vitl14_224_next_turn_only_min": 28.203125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 28.203125, "clip_score_longclip_vitl14_224_next_turn_only_max": 28.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.0, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.0, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.0, "clip_score_dfn_public_prev_and_next_turn_min": 3.748046875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.748046875, "clip_score_dfn_public_prev_and_next_turn_max": 3.748046875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.65625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.65625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.609375, "im_height": { "jpg": 1530 }, "im_height_mean": 1530.0, "im_height_min": 1530, "im_height_max": 1530, "im_width": { "jpg": 2890 }, "im_width_mean": 2890.0, "im_width_min": 2890, "im_width_max": 2890, "im_ar": { "jpg": 1.8889 }, "im_ar_mean": 1.8889, "im_ar_min": 1.8889, "im_ar_max": 1.8889, "im_kilobytes": { "jpg": 12954.2 }, "im_kilobytes_mean": 12954.2, "im_kilobytes_min": 12954.2, "im_kilobytes_max": 12954.2, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 166.73 }, "im_clarity_mean": 166.73, "im_clarity_min": 166.73, "im_clarity_max": 166.73, "im_luma": { "jpg": 211.37 }, "im_luma_mean": 211.37, "im_luma_min": 211.37, "im_luma_max": 211.37, "im_saturation": { "jpg": 54.82 }, "im_saturation_mean": 54.82, "im_saturation_min": 54.82, "im_saturation_max": 54.82, "im_entropy": { "jpg": 1.89 }, "im_entropy_mean": 1.89, "im_entropy_min": 1.89, "im_entropy_max": 1.89, "unifilter_score_qwen2_5_1_5b": -0.5634765625, "unifilter_score_qwen3_0_6b": -0.29833984375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 7.218842122794862e-27, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 1.1625591561346069e-33, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8504641652107239, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007191815879195929, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.007101926952600479, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9922670722007751, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7493356466293335, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9994434714317322, "text_quality_nvidia_edu_nemotron4_score": 1.986328125, "text_quality_nvidia_edu_mixtral_score": 2.052734375, "text_quality_dclmbaseline_fasttext_score": 0.9999761581420898, "text_quality_dolma3_fasttext_score": 0.9993670582771301, "custom_fasttext_val_fasttext_score": 0.0010211467742919922, "custom_fasttext_core_fasttext_score": 7.76052474975586e-05, "custom_fasttext_val_clean_fasttext_score": 0.00881493091583252, "custom_fasttext_core_clean_fasttext_score": 0.0013169050216674805, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.046875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0703125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0234375, "within_sample_repetition_detection": 6.0 }, "270": { "detoxify": 1, "length_chars": 809, "length_tokens": 3712, "length_tokens_text_only": 384, "length_tokens_trainable_only": 280, "length_images": 1, "iqa_live_mean": 0.4984675320712002, "iqa_live_min": 0.4984675320712002, "iqa_live_max": 0.4984675320712002, "iqa_csiq_mean": 0.615543782711029, "iqa_csiq_min": 0.615543782711029, "iqa_csiq_max": 0.615543782711029, "iqa_tid2013_mean": 0.3610397444831, "iqa_tid2013_min": 0.3610397444831, "iqa_tid2013_max": 0.3610397444831, "iqa_kadid10k_mean": 0.503662109375, "iqa_kadid10k_min": 0.503662109375, "iqa_kadid10k_max": 0.503662109375, "iqa_flive_mean": 0.6462615042021781, "iqa_flive_min": 0.6462615042021781, "iqa_flive_max": 0.6462615042021781, "iqa_spaq_mean": 0.40455981938525887, "iqa_spaq_min": 0.40455981938525887, "iqa_spaq_max": 0.40455981938525887, "iqa_clive_mean": 0.41778876564719464, "iqa_clive_min": 0.41778876564719464, "iqa_clive_max": 0.41778876564719464, "iqa_koniq10k_mean": 0.6489220821496212, "iqa_koniq10k_min": 0.6489220821496212, "iqa_koniq10k_max": 0.6489220821496212, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999994993155 }, { "lang": "la", "score": 5.006844077411387e-10 }, { "lang": "eo", "score": 1.833375302261495e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8265296816825867 }, { "lang": "ja", "score": 0.008237515576183796 }, { "lang": "pt", "score": 0.008053602650761604 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4984675320712002, "iqa_v2_live_min": 0.4984675320712002, "iqa_v2_live_max": 0.4984675320712002, "iqa_v2_csiq_mean": 0.615543782711029, "iqa_v2_csiq_min": 0.615543782711029, "iqa_v2_csiq_max": 0.615543782711029, "iqa_v2_tid2013_mean": 0.3610397444831, "iqa_v2_tid2013_min": 0.3610397444831, "iqa_v2_tid2013_max": 0.3610397444831, "iqa_v2_kadid10k_mean": 0.503662109375, "iqa_v2_kadid10k_min": 0.503662109375, "iqa_v2_kadid10k_max": 0.503662109375, "iqa_v2_flive_mean": 0.6462615042021781, "iqa_v2_flive_min": 0.6462615042021781, "iqa_v2_flive_max": 0.6462615042021781, "iqa_v2_spaq_mean": 0.40455981938525887, "iqa_v2_spaq_min": 0.40455981938525887, "iqa_v2_spaq_max": 0.40455981938525887, "iqa_v2_clive_mean": 0.41778876564719464, "iqa_v2_clive_min": 0.41778876564719464, "iqa_v2_clive_max": 0.41778876564719464, "iqa_v2_koniq10k_mean": 0.6489220821496212, "iqa_v2_koniq10k_min": 0.6489220821496212, "iqa_v2_koniq10k_max": 0.6489220821496212, "imdecont": { "jpg": 0.5553478002548218 }, "imdecont_image_match": { "jpg": 204629 }, "imdecont_max": 0.5553478002548218, "imdecont_mean": 0.5553478002548218, "imdecont_min": 0.5553478002548218, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.25, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.25, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.25, "clip_score_dfn_public_prev_turn_only_min": 3.369140625, "clip_score_dfn_public_prev_turn_only_mean": 3.369140625, "clip_score_dfn_public_prev_turn_only_max": 3.369140625, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.65625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.65625, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.65625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.34375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.34375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.34375, "clip_score_clip_vitl14_224_next_turn_only_min": 25.921875, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.921875, "clip_score_clip_vitl14_224_next_turn_only_max": 25.921875, "clip_score_dfn_public_next_turn_only_min": 2.373046875, "clip_score_dfn_public_next_turn_only_mean": 2.373046875, "clip_score_dfn_public_next_turn_only_max": 2.373046875, "clip_score_siglip2_b16_224_next_turn_only_min": 0.96875, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.96875, "clip_score_siglip2_b16_224_next_turn_only_max": 0.96875, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.421875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.421875, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.625, "clip_score_dfn_public_prev_and_next_turn_min": 4.25390625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.25390625, "clip_score_dfn_public_prev_and_next_turn_max": 4.25390625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.25, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.25, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.90625, "im_height": { "jpg": 2144 }, "im_height_mean": 2144.0, "im_height_min": 2144, "im_height_max": 2144, "im_width": { "jpg": 1830 }, "im_width_mean": 1830.0, "im_width_min": 1830, "im_width_max": 1830, "im_ar": { "jpg": 0.8535 }, "im_ar_mean": 0.8535, "im_ar_min": 0.8535, "im_ar_max": 0.8535, "im_kilobytes": { "jpg": 11494.69 }, "im_kilobytes_mean": 11494.69, "im_kilobytes_min": 11494.69, "im_kilobytes_max": 11494.69, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 164.01 }, "im_clarity_mean": 164.01, "im_clarity_min": 164.01, "im_clarity_max": 164.01, "im_luma": { "jpg": 221.62 }, "im_luma_mean": 221.62, "im_luma_min": 221.62, "im_luma_max": 221.62, "im_saturation": { "jpg": 38.8 }, "im_saturation_mean": 38.8, "im_saturation_min": 38.8, "im_saturation_max": 38.8, "im_entropy": { "jpg": 1.52 }, "im_entropy_mean": 1.52, "im_entropy_min": 1.52, "im_entropy_max": 1.52, "unifilter_score_qwen2_5_1_5b": 0.60009765625, "unifilter_score_qwen3_0_6b": 1.0966796875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999994993155, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 5.006844077411387e-10, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.833375302261495e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8265296816825867, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.008237515576183796, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.008053602650761604, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.994350016117096, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5422527194023132, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9994792342185974, "text_quality_nvidia_edu_nemotron4_score": 2.091796875, "text_quality_nvidia_edu_mixtral_score": 1.884765625, "text_quality_dclmbaseline_fasttext_score": 0.9997844099998474, "text_quality_dolma3_fasttext_score": 0.999610960483551, "custom_fasttext_val_fasttext_score": 0.0011573433876037598, "custom_fasttext_core_fasttext_score": 4.124641418457031e-05, "custom_fasttext_val_clean_fasttext_score": 0.014516234397888184, "custom_fasttext_core_clean_fasttext_score": 0.0007511377334594727, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.171875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.265625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.09375, "within_sample_repetition_detection": 8.0 }, "269": { "detoxify": 1, "length_chars": 777, "length_tokens": 2651, "length_tokens_text_only": 347, "length_tokens_trainable_only": 218, "length_images": 1, "iqa_live_mean": 0.2742132321752683, "iqa_live_min": 0.2742132321752683, "iqa_live_max": 0.2742132321752683, "iqa_csiq_mean": 0.4119381308555603, "iqa_csiq_min": 0.4119381308555603, "iqa_csiq_max": 0.4119381308555603, "iqa_tid2013_mean": 0.18992429309421113, "iqa_tid2013_min": 0.18992429309421113, "iqa_tid2013_max": 0.18992429309421113, "iqa_kadid10k_mean": 0.1085205078125, "iqa_kadid10k_min": 0.1085205078125, "iqa_kadid10k_max": 0.1085205078125, "iqa_flive_mean": 0.5233083397451074, "iqa_flive_min": 0.5233083397451074, "iqa_flive_max": 0.5233083397451074, "iqa_spaq_mean": 0.19117598100142047, "iqa_spaq_min": 0.19117598100142047, "iqa_spaq_max": 0.19117598100142047, "iqa_clive_mean": 0.49944517347547746, "iqa_clive_min": 0.49944517347547746, "iqa_clive_max": 0.49944517347547746, "iqa_koniq10k_mean": 0.6219334843182805, "iqa_koniq10k_min": 0.6219334843182805, "iqa_koniq10k_max": 0.6219334843182805, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999997760607477 }, { "lang": "la", "score": 2.2393906302416553e-07 }, { "lang": "eo", "score": 1.889238069494626e-13 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8237053155899048 }, { "lang": "es", "score": 0.009508064948022366 }, { "lang": "ru", "score": 0.008069582283496857 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.2742132321752683, "iqa_v2_live_min": 0.2742132321752683, "iqa_v2_live_max": 0.2742132321752683, "iqa_v2_csiq_mean": 0.41196101903915405, "iqa_v2_csiq_min": 0.41196101903915405, "iqa_v2_csiq_max": 0.41196101903915405, "iqa_v2_tid2013_mean": 0.18992429309421113, "iqa_v2_tid2013_min": 0.18992429309421113, "iqa_v2_tid2013_max": 0.18992429309421113, "iqa_v2_kadid10k_mean": 0.1090087890625, "iqa_v2_kadid10k_min": 0.1090087890625, "iqa_v2_kadid10k_max": 0.1090087890625, "iqa_v2_flive_mean": 0.5233872538865215, "iqa_v2_flive_min": 0.5233872538865215, "iqa_v2_flive_max": 0.5233872538865215, "iqa_v2_spaq_mean": 0.1908603244357639, "iqa_v2_spaq_min": 0.1908603244357639, "iqa_v2_spaq_max": 0.1908603244357639, "iqa_v2_clive_mean": 0.49944517347547746, "iqa_v2_clive_min": 0.49944517347547746, "iqa_v2_clive_max": 0.49944517347547746, "iqa_v2_koniq10k_mean": 0.6217756560354523, "iqa_v2_koniq10k_min": 0.6217756560354523, "iqa_v2_koniq10k_max": 0.6217756560354523, "imdecont": { "jpg": 0.6440534591674805 }, "imdecont_image_match": { "jpg": 206611 }, "imdecont_max": 0.6440534591674805, "imdecont_mean": 0.6440534591674805, "imdecont_min": 0.6440534591674805, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.875, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.875, "clip_score_dfn_public_prev_turn_only_min": 3.244140625, "clip_score_dfn_public_prev_turn_only_mean": 3.244140625, "clip_score_dfn_public_prev_turn_only_max": 3.244140625, "clip_score_siglip2_b16_224_prev_turn_only_min": -2.9296875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.9296875, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.9296875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.359375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.359375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.359375, "clip_score_clip_vitl14_224_next_turn_only_min": 24.5625, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.5625, "clip_score_clip_vitl14_224_next_turn_only_max": 24.5625, "clip_score_dfn_public_next_turn_only_min": 2.46875, "clip_score_dfn_public_next_turn_only_mean": 2.46875, "clip_score_dfn_public_next_turn_only_max": 2.46875, "clip_score_siglip2_b16_224_next_turn_only_min": -2.265625, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.265625, "clip_score_siglip2_b16_224_next_turn_only_max": -2.265625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.609375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.609375, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.875, "clip_score_dfn_public_prev_and_next_turn_min": 3.244140625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.244140625, "clip_score_dfn_public_prev_and_next_turn_max": 3.244140625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.9296875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.9296875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.9296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.984375, "im_height": { "jpg": 2452 }, "im_height_mean": 2452.0, "im_height_min": 2452, "im_height_max": 2452, "im_width": { "jpg": 1169 }, "im_width_mean": 1169.0, "im_width_min": 1169, "im_width_max": 1169, "im_ar": { "jpg": 0.4768 }, "im_ar_mean": 0.4768, "im_ar_min": 0.4768, "im_ar_max": 0.4768, "im_kilobytes": { "jpg": 8397.62 }, "im_kilobytes_mean": 8397.62, "im_kilobytes_min": 8397.62, "im_kilobytes_max": 8397.62, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 266.28 }, "im_clarity_mean": 266.28, "im_clarity_min": 266.28, "im_clarity_max": 266.28, "im_luma": { "jpg": 213.16 }, "im_luma_mean": 213.16, "im_luma_min": 213.16, "im_luma_max": 213.16, "im_saturation": { "jpg": 47.85 }, "im_saturation_mean": 47.85, "im_saturation_min": 47.85, "im_saturation_max": 47.85, "im_entropy": { "jpg": 1.78 }, "im_entropy_mean": 1.78, "im_entropy_min": 1.78, "im_entropy_max": 1.78, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999997760607477, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.2393906302416553e-07, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.889238069494626e-13, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8237053155899048, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.009508064948022366, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.008069582283496857, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9896156787872314, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6719515323638916, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997732043266296, "text_quality_nvidia_edu_nemotron4_score": 2.173828125, "text_quality_nvidia_edu_mixtral_score": 2.029296875, "text_quality_dclmbaseline_fasttext_score": 0.9998968839645386, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.00400853157043457, "custom_fasttext_core_fasttext_score": 5.710124969482422e-05, "custom_fasttext_val_clean_fasttext_score": 0.003534555435180664, "custom_fasttext_core_clean_fasttext_score": 0.0007634162902832031, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.2734375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.2890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.015625, "within_sample_repetition_detection": 6.0 }, "288": { "detoxify": 1, "length_chars": 378, "length_tokens": 2486, "length_tokens_text_only": 182, "length_tokens_trainable_only": 87, "length_images": 1, "iqa_live_mean": 0.48276361792978606, "iqa_live_min": 0.48276361792978606, "iqa_live_max": 0.48276361792978606, "iqa_csiq_mean": 0.636906087398529, "iqa_csiq_min": 0.636906087398529, "iqa_csiq_max": 0.636906087398529, "iqa_tid2013_mean": 0.39505667156643337, "iqa_tid2013_min": 0.39505667156643337, "iqa_tid2013_max": 0.39505667156643337, "iqa_kadid10k_mean": 0.3778076171875, "iqa_kadid10k_min": 0.3778076171875, "iqa_kadid10k_max": 0.3778076171875, "iqa_flive_mean": 0.6889885796440973, "iqa_flive_min": 0.6889885796440973, "iqa_flive_max": 0.6889885796440973, "iqa_spaq_mean": 0.42440672595091544, "iqa_spaq_min": 0.42440672595091544, "iqa_spaq_max": 0.42440672595091544, "iqa_clive_mean": 0.4093449525158815, "iqa_clive_min": 0.4093449525158815, "iqa_clive_max": 0.4093449525158815, "iqa_koniq10k_mean": 0.6269839893687855, "iqa_koniq10k_min": 0.6269839893687855, "iqa_koniq10k_max": 0.6269839893687855, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9978164193853978 }, { "lang": "la", "score": 0.0021835805902610593 }, { "lang": "eo", "score": 2.381430786512484e-11 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7496585845947266 }, { "lang": "zh", "score": 0.013779522851109505 }, { "lang": "fr", "score": 0.011733382940292358 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.48276361792978606, "iqa_v2_live_min": 0.48276361792978606, "iqa_v2_live_max": 0.48276361792978606, "iqa_v2_csiq_mean": 0.636906087398529, "iqa_v2_csiq_min": 0.636906087398529, "iqa_v2_csiq_max": 0.636906087398529, "iqa_v2_tid2013_mean": 0.39505667156643337, "iqa_v2_tid2013_min": 0.39505667156643337, "iqa_v2_tid2013_max": 0.39505667156643337, "iqa_v2_kadid10k_mean": 0.3778076171875, "iqa_v2_kadid10k_min": 0.3778076171875, "iqa_v2_kadid10k_max": 0.3778076171875, "iqa_v2_flive_mean": 0.6889885796440973, "iqa_v2_flive_min": 0.6889885796440973, "iqa_v2_flive_max": 0.6889885796440973, "iqa_v2_spaq_mean": 0.42440672595091544, "iqa_v2_spaq_min": 0.42440672595091544, "iqa_v2_spaq_max": 0.42440672595091544, "iqa_v2_clive_mean": 0.4093449525158815, "iqa_v2_clive_min": 0.4093449525158815, "iqa_v2_clive_max": 0.4093449525158815, "iqa_v2_koniq10k_mean": 0.6269839893687855, "iqa_v2_koniq10k_min": 0.6269839893687855, "iqa_v2_koniq10k_max": 0.6269839893687855, "imdecont": { "jpg": 0.5336322784423828 }, "imdecont_image_match": { "jpg": 178536 }, "imdecont_max": 0.5336322784423828, "imdecont_mean": 0.5336322784423828, "imdecont_min": 0.5336322784423828, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.34375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.34375, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.34375, "clip_score_dfn_public_prev_turn_only_min": 4.3984375, "clip_score_dfn_public_prev_turn_only_mean": 4.3984375, "clip_score_dfn_public_prev_turn_only_max": 4.3984375, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.15625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.15625, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.15625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.609375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.609375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.609375, "clip_score_clip_vitl14_224_next_turn_only_min": 28.171875, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.171875, "clip_score_clip_vitl14_224_next_turn_only_max": 28.171875, "clip_score_dfn_public_next_turn_only_min": 3.3125, "clip_score_dfn_public_next_turn_only_mean": 3.3125, "clip_score_dfn_public_next_turn_only_max": 3.3125, "clip_score_siglip2_b16_224_next_turn_only_min": 5.484375, "clip_score_siglip2_b16_224_next_turn_only_mean": 5.484375, "clip_score_siglip2_b16_224_next_turn_only_max": 5.484375, "clip_score_longclip_vitl14_224_next_turn_only_min": 28.46875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 28.46875, "clip_score_longclip_vitl14_224_next_turn_only_max": 28.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.9375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.9375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.9375, "clip_score_dfn_public_prev_and_next_turn_min": 4.4296875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.4296875, "clip_score_dfn_public_prev_and_next_turn_max": 4.4296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.515625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.515625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.984375, "im_height": { "jpg": 1483 }, "im_height_mean": 1483.0, "im_height_min": 1483, "im_height_max": 1483, "im_width": { "jpg": 676 }, "im_width_mean": 676.0, "im_width_min": 676, "im_width_max": 676, "im_ar": { "jpg": 0.4558 }, "im_ar_mean": 0.4558, "im_ar_min": 0.4558, "im_ar_max": 0.4558, "im_kilobytes": { "jpg": 2937.04 }, "im_kilobytes_mean": 2937.04, "im_kilobytes_min": 2937.04, "im_kilobytes_max": 2937.04, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 314.71 }, "im_clarity_mean": 314.71, "im_clarity_min": 314.71, "im_clarity_max": 314.71, "im_luma": { "jpg": 187.21 }, "im_luma_mean": 187.21, "im_luma_min": 187.21, "im_luma_max": 187.21, "im_saturation": { "jpg": 95.68 }, "im_saturation_mean": 95.68, "im_saturation_min": 95.68, "im_saturation_max": 95.68, "im_entropy": { "jpg": 1.43 }, "im_entropy_mean": 1.43, "im_entropy_min": 1.43, "im_entropy_max": 1.43, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9978164193853978, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 0.0021835805902610593, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 2.381430786512484e-11, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7496585845947266, "language_detection_annotation_nllb_1_lan": "zh", "language_detection_annotation_nllb_1_score": 0.013779522851109505, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.011733382940292358, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9915008544921875, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6658778786659241, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999562680721283, "text_quality_nvidia_edu_nemotron4_score": 1.787109375, "text_quality_nvidia_edu_mixtral_score": 1.6171875, "text_quality_dclmbaseline_fasttext_score": 0.999797523021698, "text_quality_dolma3_fasttext_score": 0.9988859295845032, "custom_fasttext_val_fasttext_score": 0.0005180239677429199, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0013918280601501465, "custom_fasttext_core_clean_fasttext_score": 0.00022071599960327148, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.046875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.203125, "within_sample_repetition_detection": 7.0 }, "283": { "detoxify": 1, "length_chars": 988, "length_tokens": 3770, "length_tokens_text_only": 442, "length_tokens_trainable_only": 305, "length_images": 1, "iqa_live_mean": 0.3360819190439551, "iqa_live_min": 0.3360819190439551, "iqa_live_max": 0.3360819190439551, "iqa_csiq_mean": 0.510624349117279, "iqa_csiq_min": 0.510624349117279, "iqa_csiq_max": 0.510624349117279, "iqa_tid2013_mean": 0.3143817583719889, "iqa_tid2013_min": 0.3143817583719889, "iqa_tid2013_max": 0.3143817583719889, "iqa_kadid10k_mean": 0.2474365234375, "iqa_kadid10k_min": 0.2474365234375, "iqa_kadid10k_max": 0.2474365234375, "iqa_flive_mean": 0.5912928725733902, "iqa_flive_min": 0.5912928725733902, "iqa_flive_max": 0.5912928725733902, "iqa_spaq_mean": 0.3158603244357639, "iqa_spaq_min": 0.3158603244357639, "iqa_spaq_max": 0.3158603244357639, "iqa_clive_mean": 0.4716525992961845, "iqa_clive_min": 0.4716525992961845, "iqa_clive_max": 0.4716525992961845, "iqa_koniq10k_mean": 0.561958736843533, "iqa_koniq10k_min": 0.561958736843533, "iqa_koniq10k_max": 0.561958736843533, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.999976414379149 }, { "lang": "la", "score": 2.3585619480399946e-05 }, { "lang": "de", "score": 6.375786260588795e-13 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8457698225975037 }, { "lang": "ru", "score": 0.008176981471478939 }, { "lang": "ja", "score": 0.005776078440248966 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3360819190439551, "iqa_v2_live_min": 0.3360819190439551, "iqa_v2_live_max": 0.3360819190439551, "iqa_v2_csiq_mean": 0.510624349117279, "iqa_v2_csiq_min": 0.510624349117279, "iqa_v2_csiq_max": 0.510624349117279, "iqa_v2_tid2013_mean": 0.3143817583719889, "iqa_v2_tid2013_min": 0.3143817583719889, "iqa_v2_tid2013_max": 0.3143817583719889, "iqa_v2_kadid10k_mean": 0.2474365234375, "iqa_v2_kadid10k_min": 0.2474365234375, "iqa_v2_kadid10k_max": 0.2474365234375, "iqa_v2_flive_mean": 0.5912928725733902, "iqa_v2_flive_min": 0.5912928725733902, "iqa_v2_flive_max": 0.5912928725733902, "iqa_v2_spaq_mean": 0.3158603244357639, "iqa_v2_spaq_min": 0.3158603244357639, "iqa_v2_spaq_max": 0.3158603244357639, "iqa_v2_clive_mean": 0.47155888875325525, "iqa_v2_clive_min": 0.47155888875325525, "iqa_v2_clive_max": 0.47155888875325525, "iqa_v2_koniq10k_mean": 0.561958736843533, "iqa_v2_koniq10k_min": 0.561958736843533, "iqa_v2_koniq10k_max": 0.561958736843533, "imdecont": { "jpg": 0.5355035662651062 }, "imdecont_image_match": { "jpg": 206566 }, "imdecont_max": 0.5355035662651062, "imdecont_mean": 0.5355035662651062, "imdecont_min": 0.5355035662651062, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.515625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.515625, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.515625, "clip_score_dfn_public_prev_turn_only_min": 3.341796875, "clip_score_dfn_public_prev_turn_only_mean": 3.341796875, "clip_score_dfn_public_prev_turn_only_max": 3.341796875, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.859375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.859375, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.859375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.28125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.28125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.28125, "clip_score_clip_vitl14_224_next_turn_only_min": 32.96875, "clip_score_clip_vitl14_224_next_turn_only_mean": 32.96875, "clip_score_clip_vitl14_224_next_turn_only_max": 32.96875, "clip_score_dfn_public_next_turn_only_min": 3.70703125, "clip_score_dfn_public_next_turn_only_mean": 3.70703125, "clip_score_dfn_public_next_turn_only_max": 3.70703125, "clip_score_siglip2_b16_224_next_turn_only_min": 3.15625, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.15625, "clip_score_siglip2_b16_224_next_turn_only_max": 3.15625, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.03125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.03125, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.515625, "clip_score_dfn_public_prev_and_next_turn_min": 3.341796875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.341796875, "clip_score_dfn_public_prev_and_next_turn_max": 3.341796875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.859375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.859375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.75, "im_height": { "jpg": 1122 }, "im_height_mean": 1122.0, "im_height_min": 1122, "im_height_max": 1122, "im_width": { "jpg": 3107 }, "im_width_mean": 3107.0, "im_width_min": 3107, "im_width_max": 3107, "im_ar": { "jpg": 2.7692 }, "im_ar_mean": 2.7692, "im_ar_min": 2.7692, "im_ar_max": 2.7692, "im_kilobytes": { "jpg": 10213.05 }, "im_kilobytes_mean": 10213.05, "im_kilobytes_min": 10213.05, "im_kilobytes_max": 10213.05, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 252.03 }, "im_clarity_mean": 252.03, "im_clarity_min": 252.03, "im_clarity_max": 252.03, "im_luma": { "jpg": 220.54 }, "im_luma_mean": 220.54, "im_luma_min": 220.54, "im_luma_max": 220.54, "im_saturation": { "jpg": 72.89 }, "im_saturation_mean": 72.89, "im_saturation_min": 72.89, "im_saturation_max": 72.89, "im_entropy": { "jpg": 2.17 }, "im_entropy_mean": 2.17, "im_entropy_min": 2.17, "im_entropy_max": 2.17, "unifilter_score_qwen2_5_1_5b": -0.85205078125, "unifilter_score_qwen3_0_6b": -1.529296875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.999976414379149, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.3585619480399946e-05, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 6.375786260588795e-13, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8457698225975037, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.008176981471478939, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.005776078440248966, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.989835798740387, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.8160623908042908, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995827078819275, "text_quality_nvidia_edu_nemotron4_score": 2.5, "text_quality_nvidia_edu_mixtral_score": 2.11328125, "text_quality_dclmbaseline_fasttext_score": 0.999813973903656, "text_quality_dolma3_fasttext_score": 0.999976396560669, "custom_fasttext_val_fasttext_score": 0.0010216236114501953, "custom_fasttext_core_fasttext_score": 1.2874603271484375e-05, "custom_fasttext_val_clean_fasttext_score": 0.0018597245216369629, "custom_fasttext_core_clean_fasttext_score": 0.0002225041389465332, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.96875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0234375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0546875, "within_sample_repetition_detection": 8.0 }, "281": { "detoxify": 1, "length_chars": 1025, "length_tokens": 3031, "length_tokens_text_only": 471, "length_tokens_trainable_only": 360, "length_images": 1, "iqa_live_mean": 0.508371256818675, "iqa_live_min": 0.508371256818675, "iqa_live_max": 0.508371256818675, "iqa_csiq_mean": 0.683414876461029, "iqa_csiq_min": 0.683414876461029, "iqa_csiq_max": 0.683414876461029, "iqa_tid2013_mean": 0.4018383555942111, "iqa_tid2013_min": 0.4018383555942111, "iqa_tid2013_max": 0.4018383555942111, "iqa_kadid10k_mean": 0.509033203125, "iqa_kadid10k_min": 0.509033203125, "iqa_kadid10k_max": 0.509033203125, "iqa_flive_mean": 0.6702661995935922, "iqa_flive_min": 0.6702661995935922, "iqa_flive_max": 0.6702661995935922, "iqa_spaq_mean": 0.381201233526673, "iqa_spaq_min": 0.381201233526673, "iqa_spaq_max": 0.381201233526673, "iqa_clive_mean": 0.3951404070613361, "iqa_clive_min": 0.3951404070613361, "iqa_clive_max": 0.3951404070613361, "iqa_koniq10k_mean": 0.6291935853283815, "iqa_koniq10k_min": 0.6291935853283815, "iqa_koniq10k_max": 0.6291935853283815, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 1.874813848602405e-18 }, { "lang": "tl", "score": 7.284943545329812e-29 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8619450330734253 }, { "lang": "ru", "score": 0.006327280309051275 }, { "lang": "tr", "score": 0.004799660760909319 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.508371256818675, "iqa_v2_live_min": 0.508371256818675, "iqa_v2_live_max": 0.508371256818675, "iqa_v2_csiq_mean": 0.683414876461029, "iqa_v2_csiq_min": 0.683414876461029, "iqa_v2_csiq_max": 0.683414876461029, "iqa_v2_tid2013_mean": 0.4018383555942111, "iqa_v2_tid2013_min": 0.4018383555942111, "iqa_v2_tid2013_max": 0.4018383555942111, "iqa_v2_kadid10k_mean": 0.509033203125, "iqa_v2_kadid10k_min": 0.509033203125, "iqa_v2_kadid10k_max": 0.509033203125, "iqa_v2_flive_mean": 0.6702661995935922, "iqa_v2_flive_min": 0.6702661995935922, "iqa_v2_flive_max": 0.6702661995935922, "iqa_v2_spaq_mean": 0.381201233526673, "iqa_v2_spaq_min": 0.381201233526673, "iqa_v2_spaq_max": 0.381201233526673, "iqa_v2_clive_mean": 0.3951404070613361, "iqa_v2_clive_min": 0.3951404070613361, "iqa_v2_clive_max": 0.3951404070613361, "iqa_v2_koniq10k_mean": 0.6291935853283815, "iqa_v2_koniq10k_min": 0.6291935853283815, "iqa_v2_koniq10k_max": 0.6291935853283815, "imdecont": { "jpg": 0.5105509757995605 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5105509757995605, "imdecont_mean": 0.5105509757995605, "imdecont_min": 0.5105509757995605, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.296875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.296875, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.296875, "clip_score_dfn_public_prev_turn_only_min": 1.9619140625, "clip_score_dfn_public_prev_turn_only_mean": 1.9619140625, "clip_score_dfn_public_prev_turn_only_max": 1.9619140625, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.8125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.8125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.8125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.3125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.3125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.3125, "clip_score_clip_vitl14_224_next_turn_only_min": 24.328125, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.328125, "clip_score_clip_vitl14_224_next_turn_only_max": 24.328125, "clip_score_dfn_public_next_turn_only_min": 2.375, "clip_score_dfn_public_next_turn_only_mean": 2.375, "clip_score_dfn_public_next_turn_only_max": 2.375, "clip_score_siglip2_b16_224_next_turn_only_min": 0.90625, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.90625, "clip_score_siglip2_b16_224_next_turn_only_max": 0.90625, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.484375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.484375, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.78125, "clip_score_dfn_public_prev_and_next_turn_min": 2.533203125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.533203125, "clip_score_dfn_public_prev_and_next_turn_max": 2.533203125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.234375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.234375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.234375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.484375, "im_height": { "jpg": 1585 }, "im_height_mean": 1585.0, "im_height_min": 1585, "im_height_max": 1585, "im_width": { "jpg": 1641 }, "im_width_mean": 1641.0, "im_width_min": 1641, "im_width_max": 1641, "im_ar": { "jpg": 1.0353 }, "im_ar_mean": 1.0353, "im_ar_min": 1.0353, "im_ar_max": 1.0353, "im_kilobytes": { "jpg": 7620.07 }, "im_kilobytes_mean": 7620.07, "im_kilobytes_min": 7620.07, "im_kilobytes_max": 7620.07, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 352.38 }, "im_clarity_mean": 352.38, "im_clarity_min": 352.38, "im_clarity_max": 352.38, "im_luma": { "jpg": 240.08 }, "im_luma_mean": 240.08, "im_luma_min": 240.08, "im_luma_max": 240.08, "im_saturation": { "jpg": 22.99 }, "im_saturation_mean": 22.99, "im_saturation_min": 22.99, "im_saturation_max": 22.99, "im_entropy": { "jpg": 1.64 }, "im_entropy_mean": 1.64, "im_entropy_min": 1.64, "im_entropy_max": 1.64, "unifilter_score_qwen2_5_1_5b": 1.08984375, "unifilter_score_qwen3_0_6b": 0.446044921875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.874813848602405e-18, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 7.284943545329812e-29, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8619450330734253, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006327280309051275, "language_detection_annotation_nllb_2_lan": "tr", "language_detection_annotation_nllb_2_score": 0.004799660760909319, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9941970109939575, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5908934473991394, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997959733009338, "text_quality_nvidia_edu_nemotron4_score": 2.080078125, "text_quality_nvidia_edu_mixtral_score": 2.111328125, "text_quality_dclmbaseline_fasttext_score": 0.9999942779541016, "text_quality_dolma3_fasttext_score": 0.9999704360961914, "custom_fasttext_val_fasttext_score": 0.0005620121955871582, "custom_fasttext_core_fasttext_score": 4.100799560546875e-05, "custom_fasttext_val_clean_fasttext_score": 0.0035296082496643066, "custom_fasttext_core_clean_fasttext_score": 0.000921785831451416, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.9296875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.8671875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 7.0 }, "293": { "detoxify": 1, "length_chars": 980, "length_tokens": 3703, "length_tokens_text_only": 375, "length_tokens_trainable_only": 242, "length_images": 1, "iqa_live_mean": 0.4908325888893821, "iqa_live_min": 0.4908325888893821, "iqa_live_max": 0.4908325888893821, "iqa_csiq_mean": 0.640446126461029, "iqa_csiq_min": 0.640446126461029, "iqa_csiq_max": 0.640446126461029, "iqa_tid2013_mean": 0.3386873139275445, "iqa_tid2013_min": 0.3386873139275445, "iqa_tid2013_max": 0.3386873139275445, "iqa_kadid10k_mean": 0.414306640625, "iqa_kadid10k_min": 0.414306640625, "iqa_kadid10k_max": 0.414306640625, "iqa_flive_mean": 0.6879232387350064, "iqa_flive_min": 0.6879232387350064, "iqa_flive_max": 0.6879232387350064, "iqa_spaq_mean": 0.436993531506471, "iqa_spaq_min": 0.436993531506471, "iqa_spaq_max": 0.436993531506471, "iqa_clive_mean": 0.3983364297886088, "iqa_clive_min": 0.3983364297886088, "iqa_clive_max": 0.3983364297886088, "iqa_koniq10k_mean": 0.6096228782576745, "iqa_koniq10k_min": 0.6096228782576745, "iqa_koniq10k_max": 0.6096228782576745, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 4.0783486072978897e-26 }, { "lang": "tl", "score": 7.648488397818246e-32 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8762490153312683 }, { "lang": "ru", "score": 0.005559713114053011 }, { "lang": "es", "score": 0.005295296665281057 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.4908128603540285, "iqa_v2_live_min": 0.4908128603540285, "iqa_v2_live_max": 0.4908128603540285, "iqa_v2_csiq_mean": 0.640446126461029, "iqa_v2_csiq_min": 0.640446126461029, "iqa_v2_csiq_max": 0.640446126461029, "iqa_v2_tid2013_mean": 0.3386873139275445, "iqa_v2_tid2013_min": 0.3386873139275445, "iqa_v2_tid2013_max": 0.3386873139275445, "iqa_v2_kadid10k_mean": 0.414306640625, "iqa_v2_kadid10k_min": 0.414306640625, "iqa_v2_kadid10k_max": 0.414306640625, "iqa_v2_flive_mean": 0.6879626958057135, "iqa_v2_flive_min": 0.6879626958057135, "iqa_v2_flive_max": 0.6879626958057135, "iqa_v2_spaq_mean": 0.4370329885771781, "iqa_v2_spaq_min": 0.4370329885771781, "iqa_v2_spaq_max": 0.4370329885771781, "iqa_v2_clive_mean": 0.3983364297886088, "iqa_v2_clive_min": 0.3983364297886088, "iqa_v2_clive_max": 0.3983364297886088, "iqa_v2_koniq10k_mean": 0.6096228782576745, "iqa_v2_koniq10k_min": 0.6096228782576745, "iqa_v2_koniq10k_max": 0.6096228782576745, "imdecont": { "jpg": 0.5177541375160217 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5177541375160217, "imdecont_mean": 0.5177541375160217, "imdecont_min": 0.5177541375160217, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.203125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.203125, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.203125, "clip_score_dfn_public_prev_turn_only_min": 3.9375, "clip_score_dfn_public_prev_turn_only_mean": 3.9375, "clip_score_dfn_public_prev_turn_only_max": 3.9375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.875, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.109375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.109375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.109375, "clip_score_clip_vitl14_224_next_turn_only_min": 27.46875, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.46875, "clip_score_clip_vitl14_224_next_turn_only_max": 27.46875, "clip_score_dfn_public_next_turn_only_min": 4.59765625, "clip_score_dfn_public_next_turn_only_mean": 4.59765625, "clip_score_dfn_public_next_turn_only_max": 4.59765625, "clip_score_siglip2_b16_224_next_turn_only_min": 1.515625, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.515625, "clip_score_siglip2_b16_224_next_turn_only_max": 1.515625, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.21875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.21875, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.203125, "clip_score_dfn_public_prev_and_next_turn_min": 3.9375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.9375, "clip_score_dfn_public_prev_and_next_turn_max": 3.9375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.984375, "im_height": { "jpg": 1168 }, "im_height_mean": 1168.0, "im_height_min": 1168, "im_height_max": 1168, "im_width": { "jpg": 1412 }, "im_width_mean": 1412.0, "im_width_min": 1412, "im_width_max": 1412, "im_ar": { "jpg": 1.2089 }, "im_ar_mean": 1.2089, "im_ar_min": 1.2089, "im_ar_max": 1.2089, "im_kilobytes": { "jpg": 4831.69 }, "im_kilobytes_mean": 4831.69, "im_kilobytes_min": 4831.69, "im_kilobytes_max": 4831.69, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 266.37 }, "im_clarity_mean": 266.37, "im_clarity_min": 266.37, "im_clarity_max": 266.37, "im_luma": { "jpg": 222.43 }, "im_luma_mean": 222.43, "im_luma_min": 222.43, "im_luma_max": 222.43, "im_saturation": { "jpg": 63.93 }, "im_saturation_mean": 63.93, "im_saturation_min": 63.93, "im_saturation_max": 63.93, "im_entropy": { "jpg": 1.93 }, "im_entropy_mean": 1.93, "im_entropy_min": 1.93, "im_entropy_max": 1.93, "unifilter_score_qwen2_5_1_5b": -0.1754150390625, "unifilter_score_qwen3_0_6b": 0.8134765625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.0783486072978897e-26, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 7.648488397818246e-32, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8762490153312683, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005559713114053011, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.005295296665281057, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9942080974578857, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.7058345675468445, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997918009757996, "text_quality_nvidia_edu_nemotron4_score": 2.3671875, "text_quality_nvidia_edu_mixtral_score": 2.388671875, "text_quality_dclmbaseline_fasttext_score": 0.999617874622345, "text_quality_dolma3_fasttext_score": 0.9990772604942322, "custom_fasttext_val_fasttext_score": 0.0012444257736206055, "custom_fasttext_core_fasttext_score": 2.6106834411621094e-05, "custom_fasttext_val_clean_fasttext_score": 0.0021115541458129883, "custom_fasttext_core_clean_fasttext_score": 0.00010609626770019531, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.265625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.3984375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1328125, "within_sample_repetition_detection": 7.0 }, "279": { "detoxify": 1, "length_chars": 626, "length_tokens": 2097, "length_tokens_text_only": 305, "length_tokens_trainable_only": 203, "length_images": 1, "iqa_live_mean": 0.38919117474796794, "iqa_live_min": 0.38919117474796794, "iqa_live_max": 0.38919117474796794, "iqa_csiq_mean": 0.49225276708602905, "iqa_csiq_min": 0.49225276708602905, "iqa_csiq_max": 0.49225276708602905, "iqa_tid2013_mean": 0.31980710559421116, "iqa_tid2013_min": 0.31980710559421116, "iqa_tid2013_max": 0.31980710559421116, "iqa_kadid10k_mean": 0.2061767578125, "iqa_kadid10k_min": 0.2061767578125, "iqa_kadid10k_max": 0.2061767578125, "iqa_flive_mean": 0.5912928725733902, "iqa_flive_min": 0.5912928725733902, "iqa_flive_max": 0.5912928725733902, "iqa_spaq_mean": 0.36825931433475384, "iqa_spaq_min": 0.36825931433475384, "iqa_spaq_max": 0.36825931433475384, "iqa_clive_mean": 0.4128960888795179, "iqa_clive_min": 0.4128960888795179, "iqa_clive_max": 0.4128960888795179, "iqa_koniq10k_mean": 0.6533412740688131, "iqa_koniq10k_min": 0.6533412740688131, "iqa_koniq10k_max": 0.6533412740688131, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999587608801 }, { "lang": "la", "score": 4.123911706655041e-08 }, { "lang": "cy", "score": 2.1622985238078907e-15 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8430489301681519 }, { "lang": "ja", "score": 0.007038022391498089 }, { "lang": "ru", "score": 0.007036421913653612 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.38919117474796794, "iqa_v2_live_min": 0.38919117474796794, "iqa_v2_live_max": 0.38919117474796794, "iqa_v2_csiq_mean": 0.49225276708602905, "iqa_v2_csiq_min": 0.49225276708602905, "iqa_v2_csiq_max": 0.49225276708602905, "iqa_v2_tid2013_mean": 0.3196985986497667, "iqa_v2_tid2013_min": 0.3196985986497667, "iqa_v2_tid2013_max": 0.3196985986497667, "iqa_v2_kadid10k_mean": 0.2059326171875, "iqa_v2_kadid10k_min": 0.2059326171875, "iqa_v2_kadid10k_max": 0.2059326171875, "iqa_v2_flive_mean": 0.5912928725733902, "iqa_v2_flive_min": 0.5912928725733902, "iqa_v2_flive_max": 0.5912928725733902, "iqa_v2_spaq_mean": 0.36825931433475384, "iqa_v2_spaq_min": 0.36825931433475384, "iqa_v2_spaq_max": 0.36825931433475384, "iqa_v2_clive_mean": 0.4128960888795179, "iqa_v2_clive_min": 0.4128960888795179, "iqa_v2_clive_max": 0.4128960888795179, "iqa_v2_koniq10k_mean": 0.6531834457859849, "iqa_v2_koniq10k_min": 0.6531834457859849, "iqa_v2_koniq10k_max": 0.6531834457859849, "imdecont": { "jpg": 0.5382882356643677 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5382882356643677, "imdecont_mean": 0.5382882356643677, "imdecont_min": 0.5382882356643677, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.421875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.421875, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.421875, "clip_score_dfn_public_prev_turn_only_min": 3.83984375, "clip_score_dfn_public_prev_turn_only_mean": 3.83984375, "clip_score_dfn_public_prev_turn_only_max": 3.83984375, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.1796875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.1796875, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.1796875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.09375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.09375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.09375, "clip_score_clip_vitl14_224_next_turn_only_min": 24.96875, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.96875, "clip_score_clip_vitl14_224_next_turn_only_max": 24.96875, "clip_score_dfn_public_next_turn_only_min": 3.654296875, "clip_score_dfn_public_next_turn_only_mean": 3.654296875, "clip_score_dfn_public_next_turn_only_max": 3.654296875, "clip_score_siglip2_b16_224_next_turn_only_min": 0.375, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.375, "clip_score_siglip2_b16_224_next_turn_only_max": 0.375, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.859375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.859375, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.125, "clip_score_dfn_public_prev_and_next_turn_min": 4.1171875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.1171875, "clip_score_dfn_public_prev_and_next_turn_max": 4.1171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.0390625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.0390625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.0390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.609375, "im_height": { "jpg": 1519 }, "im_height_mean": 1519.0, "im_height_min": 1519, "im_height_max": 1519, "im_width": { "jpg": 2530 }, "im_width_mean": 2530.0, "im_width_min": 2530, "im_width_max": 2530, "im_ar": { "jpg": 1.6656 }, "im_ar_mean": 1.6656, "im_ar_min": 1.6656, "im_ar_max": 1.6656, "im_kilobytes": { "jpg": 11258.99 }, "im_kilobytes_mean": 11258.99, "im_kilobytes_min": 11258.99, "im_kilobytes_max": 11258.99, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 187.06 }, "im_clarity_mean": 187.06, "im_clarity_min": 187.06, "im_clarity_max": 187.06, "im_luma": { "jpg": 211.0 }, "im_luma_mean": 211.0, "im_luma_min": 211.0, "im_luma_max": 211.0, "im_saturation": { "jpg": 81.0 }, "im_saturation_mean": 81.0, "im_saturation_min": 81.0, "im_saturation_max": 81.0, "im_entropy": { "jpg": 1.94 }, "im_entropy_mean": 1.94, "im_entropy_min": 1.94, "im_entropy_max": 1.94, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999587608801, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.123911706655041e-08, "language_detection_annotation_lingua_2_lan": "cy", "language_detection_annotation_lingua_2_score": 2.1622985238078907e-15, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8430489301681519, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.007038022391498089, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.007036421913653612, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9927122592926025, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.6505419015884399, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997667670249939, "text_quality_nvidia_edu_nemotron4_score": 2.076171875, "text_quality_nvidia_edu_mixtral_score": 1.865234375, "text_quality_dclmbaseline_fasttext_score": 0.9993327856063843, "text_quality_dolma3_fasttext_score": 0.9987140893936157, "custom_fasttext_val_fasttext_score": 0.002857208251953125, "custom_fasttext_core_fasttext_score": 0.00011646747589111328, "custom_fasttext_val_clean_fasttext_score": 0.0010398030281066895, "custom_fasttext_core_clean_fasttext_score": 0.0001736283302307129, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.40625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.09375, "within_sample_repetition_detection": 8.0 }, "291": { "detoxify": 1, "length_chars": 392, "length_tokens": 3513, "length_tokens_text_only": 185, "length_tokens_trainable_only": 88, "length_images": 1, "iqa_live_mean": 0.3705674373742305, "iqa_live_min": 0.3705674373742305, "iqa_live_max": 0.3705674373742305, "iqa_csiq_mean": 0.512638509273529, "iqa_csiq_min": 0.512638509273529, "iqa_csiq_max": 0.512638509273529, "iqa_tid2013_mean": 0.3249069319831, "iqa_tid2013_min": 0.3249069319831, "iqa_tid2013_max": 0.3249069319831, "iqa_kadid10k_mean": 0.3922119140625, "iqa_kadid10k_min": 0.3922119140625, "iqa_kadid10k_max": 0.3922119140625, "iqa_flive_mean": 0.6523033681541983, "iqa_flive_min": 0.6523033681541983, "iqa_flive_max": 0.6523033681541983, "iqa_spaq_mean": 0.3160181527185922, "iqa_spaq_min": 0.3160181527185922, "iqa_spaq_max": 0.3160181527185922, "iqa_clive_mean": 0.3717029070613361, "iqa_clive_min": 0.3717029070613361, "iqa_clive_max": 0.3717029070613361, "iqa_koniq10k_mean": 0.6860117286142677, "iqa_koniq10k_min": 0.6860117286142677, "iqa_koniq10k_max": 0.6860117286142677, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999998057 }, { "lang": "la", "score": 1.9439074717439116e-13 }, { "lang": "tl", "score": 6.181032220195652e-19 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8662883043289185 }, { "lang": "es", "score": 0.007274804171174765 }, { "lang": "th", "score": 0.0052970340475440025 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3705674373742305, "iqa_v2_live_min": 0.3705674373742305, "iqa_v2_live_max": 0.3705674373742305, "iqa_v2_csiq_mean": 0.512638509273529, "iqa_v2_csiq_min": 0.512638509273529, "iqa_v2_csiq_max": 0.512638509273529, "iqa_v2_tid2013_mean": 0.3250154389275445, "iqa_v2_tid2013_min": 0.3250154389275445, "iqa_v2_tid2013_max": 0.3250154389275445, "iqa_v2_kadid10k_mean": 0.3922119140625, "iqa_v2_kadid10k_min": 0.3922119140625, "iqa_v2_kadid10k_max": 0.3922119140625, "iqa_v2_flive_mean": 0.6523329609572286, "iqa_v2_flive_min": 0.6523329609572286, "iqa_v2_flive_max": 0.6523329609572286, "iqa_v2_spaq_mean": 0.3160181527185922, "iqa_v2_spaq_min": 0.3160181527185922, "iqa_v2_spaq_max": 0.3160181527185922, "iqa_v2_clive_mean": 0.37162399291992193, "iqa_v2_clive_min": 0.37162399291992193, "iqa_v2_clive_max": 0.37162399291992193, "iqa_v2_koniq10k_mean": 0.6860117286142677, "iqa_v2_koniq10k_min": 0.6860117286142677, "iqa_v2_koniq10k_max": 0.6860117286142677, "imdecont": { "jpg": 0.462299108505249 }, "imdecont_image_match": { "jpg": 204629 }, "imdecont_max": 0.462299108505249, "imdecont_mean": 0.462299108505249, "imdecont_min": 0.462299108505249, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.984375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.984375, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.984375, "clip_score_dfn_public_prev_turn_only_min": 2.625, "clip_score_dfn_public_prev_turn_only_mean": 2.625, "clip_score_dfn_public_prev_turn_only_max": 2.625, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.2109375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.2109375, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.2109375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.3125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.3125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.3125, "clip_score_clip_vitl14_224_next_turn_only_min": 27.609375, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.609375, "clip_score_clip_vitl14_224_next_turn_only_max": 27.609375, "clip_score_dfn_public_next_turn_only_min": 2.001953125, "clip_score_dfn_public_next_turn_only_mean": 2.001953125, "clip_score_dfn_public_next_turn_only_max": 2.001953125, "clip_score_siglip2_b16_224_next_turn_only_min": 1.734375, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.734375, "clip_score_siglip2_b16_224_next_turn_only_max": 1.734375, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.03125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.03125, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.5625, "clip_score_dfn_public_prev_and_next_turn_min": 2.517578125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.517578125, "clip_score_dfn_public_prev_and_next_turn_max": 2.517578125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.328125, "im_height": { "jpg": 2113 }, "im_height_mean": 2113.0, "im_height_min": 2113, "im_height_max": 2113, "im_width": { "jpg": 1698 }, "im_width_mean": 1698.0, "im_width_min": 1698, "im_width_max": 1698, "im_ar": { "jpg": 0.8036 }, "im_ar_mean": 0.8036, "im_ar_min": 0.8036, "im_ar_max": 0.8036, "im_kilobytes": { "jpg": 10511.35 }, "im_kilobytes_mean": 10511.35, "im_kilobytes_min": 10511.35, "im_kilobytes_max": 10511.35, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 99.72 }, "im_clarity_mean": 99.72, "im_clarity_min": 99.72, "im_clarity_max": 99.72, "im_luma": { "jpg": 206.16 }, "im_luma_mean": 206.16, "im_luma_min": 206.16, "im_luma_max": 206.16, "im_saturation": { "jpg": 70.84 }, "im_saturation_mean": 70.84, "im_saturation_min": 70.84, "im_saturation_max": 70.84, "im_entropy": { "jpg": 1.25 }, "im_entropy_mean": 1.25, "im_entropy_min": 1.25, "im_entropy_max": 1.25, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999998057, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.9439074717439116e-13, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 6.181032220195652e-19, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8662883043289185, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.007274804171174765, "language_detection_annotation_nllb_2_lan": "th", "language_detection_annotation_nllb_2_score": 0.0052970340475440025, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.993003785610199, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.8268903493881226, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997578263282776, "text_quality_nvidia_edu_nemotron4_score": 1.869140625, "text_quality_nvidia_edu_mixtral_score": 1.728515625, "text_quality_dclmbaseline_fasttext_score": 0.9999281167984009, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0008644461631774902, "custom_fasttext_core_fasttext_score": 8.463859558105469e-05, "custom_fasttext_val_clean_fasttext_score": 0.0015268325805664062, "custom_fasttext_core_clean_fasttext_score": 0.0004081130027770996, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.234375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.515625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.28125, "within_sample_repetition_detection": 4.0 }, "272": { "detoxify": 1, "length_chars": 205, "length_tokens": 2663, "length_tokens_text_only": 103, "length_tokens_trainable_only": 39, "length_images": 1, "iqa_live_mean": 0.24406803015506617, "iqa_live_min": 0.24406803015506617, "iqa_live_max": 0.24406803015506617, "iqa_csiq_mean": 0.36218684911727905, "iqa_csiq_min": 0.36218684911727905, "iqa_csiq_max": 0.36218684911727905, "iqa_tid2013_mean": 0.22659964031643337, "iqa_tid2013_min": 0.22659964031643337, "iqa_tid2013_max": 0.22659964031643337, "iqa_kadid10k_mean": 0.0, "iqa_kadid10k_min": 0.0, "iqa_kadid10k_max": 0.0, "iqa_flive_mean": 0.6115738069168245, "iqa_flive_min": 0.6115738069168245, "iqa_flive_max": 0.6115738069168245, "iqa_spaq_mean": 0.25209769817313765, "iqa_spaq_min": 0.25209769817313765, "iqa_spaq_max": 0.25209769817313765, "iqa_clive_mean": 0.4087136393845684, "iqa_clive_min": 0.4087136393845684, "iqa_clive_max": 0.4087136393845684, "iqa_koniq10k_mean": 0.6542882437657829, "iqa_koniq10k_min": 0.6542882437657829, "iqa_koniq10k_max": 0.6542882437657829, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999990708861 }, { "lang": "la", "score": 9.14569238682944e-10 }, { "lang": "de", "score": 1.347836734217575e-11 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8771712183952332 }, { "lang": "pt", "score": 0.007517722900956869 }, { "lang": "ro", "score": 0.005872809793800116 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.24406803015506617, "iqa_v2_live_min": 0.24406803015506617, "iqa_v2_live_max": 0.24406803015506617, "iqa_v2_csiq_mean": 0.36218684911727905, "iqa_v2_csiq_min": 0.36218684911727905, "iqa_v2_csiq_max": 0.36218684911727905, "iqa_v2_tid2013_mean": 0.22659964031643337, "iqa_v2_tid2013_min": 0.22659964031643337, "iqa_v2_tid2013_max": 0.22659964031643337, "iqa_v2_kadid10k_mean": 0.0, "iqa_v2_kadid10k_min": 0.0, "iqa_v2_kadid10k_max": 0.0, "iqa_v2_flive_mean": 0.6115738069168245, "iqa_v2_flive_min": 0.6115738069168245, "iqa_v2_flive_max": 0.6115738069168245, "iqa_v2_spaq_mean": 0.25209769817313765, "iqa_v2_spaq_min": 0.25209769817313765, "iqa_v2_spaq_max": 0.25209769817313765, "iqa_v2_clive_mean": 0.4087136393845684, "iqa_v2_clive_min": 0.4087136393845684, "iqa_v2_clive_max": 0.4087136393845684, "iqa_v2_koniq10k_mean": 0.6542882437657829, "iqa_v2_koniq10k_min": 0.6542882437657829, "iqa_v2_koniq10k_max": 0.6542882437657829, "imdecont": { "jpg": 0.581652045249939 }, "imdecont_image_match": { "jpg": 206566 }, "imdecont_max": 0.581652045249939, "imdecont_mean": 0.581652045249939, "imdecont_min": 0.581652045249939, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.65625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.65625, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.65625, "clip_score_dfn_public_prev_turn_only_min": 3.9296875, "clip_score_dfn_public_prev_turn_only_mean": 3.9296875, "clip_score_dfn_public_prev_turn_only_max": 3.9296875, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.8125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.8125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.8125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.375, "clip_score_clip_vitl14_224_next_turn_only_min": 25.703125, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.703125, "clip_score_clip_vitl14_224_next_turn_only_max": 25.703125, "clip_score_dfn_public_next_turn_only_min": 3.8984375, "clip_score_dfn_public_next_turn_only_mean": 3.8984375, "clip_score_dfn_public_next_turn_only_max": 3.8984375, "clip_score_siglip2_b16_224_next_turn_only_min": 3.15625, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.15625, "clip_score_siglip2_b16_224_next_turn_only_max": 3.15625, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.46875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.46875, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.21875, "clip_score_dfn_public_prev_and_next_turn_min": 4.16015625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.16015625, "clip_score_dfn_public_prev_and_next_turn_max": 4.16015625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.90625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.90625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.640625, "im_height": { "jpg": 1510 }, "im_height_mean": 1510.0, "im_height_min": 1510, "im_height_max": 1510, "im_width": { "jpg": 1631 }, "im_width_mean": 1631.0, "im_width_min": 1631, "im_width_max": 1631, "im_ar": { "jpg": 1.0801 }, "im_ar_mean": 1.0801, "im_ar_min": 1.0801, "im_ar_max": 1.0801, "im_kilobytes": { "jpg": 7215.26 }, "im_kilobytes_mean": 7215.26, "im_kilobytes_min": 7215.26, "im_kilobytes_max": 7215.26, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 158.1 }, "im_clarity_mean": 158.1, "im_clarity_min": 158.1, "im_clarity_max": 158.1, "im_luma": { "jpg": 130.74 }, "im_luma_mean": 130.74, "im_luma_min": 130.74, "im_luma_max": 130.74, "im_saturation": { "jpg": 139.85 }, "im_saturation_mean": 139.85, "im_saturation_min": 139.85, "im_saturation_max": 139.85, "im_entropy": { "jpg": 0.68 }, "im_entropy_mean": 0.68, "im_entropy_min": 0.68, "im_entropy_max": 0.68, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999990708861, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 9.14569238682944e-10, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 1.347836734217575e-11, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8771712183952332, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.007517722900956869, "language_detection_annotation_nllb_2_lan": "ro", "language_detection_annotation_nllb_2_score": 0.005872809793800116, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9503225088119507, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6723758578300476, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9992924928665161, "text_quality_nvidia_edu_nemotron4_score": 2.158203125, "text_quality_nvidia_edu_mixtral_score": 2.060546875, "text_quality_dclmbaseline_fasttext_score": 0.9997861981391907, "text_quality_dolma3_fasttext_score": 0.9999339580535889, "custom_fasttext_val_fasttext_score": 0.00026100873947143555, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0010366439819335938, "custom_fasttext_core_clean_fasttext_score": 0.00037747621536254883, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.21875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.09375, "within_sample_repetition_detection": 7.0 }, "275": { "detoxify": 1, "length_chars": 1568, "length_tokens": 3307, "length_tokens_text_only": 747, "length_tokens_trainable_only": 567, "length_images": 1, "iqa_live_mean": 0.4060788010105941, "iqa_live_min": 0.4060788010105941, "iqa_live_max": 0.4060788010105941, "iqa_csiq_mean": 0.539249837398529, "iqa_csiq_min": 0.539249837398529, "iqa_csiq_max": 0.539249837398529, "iqa_tid2013_mean": 0.33988089031643337, "iqa_tid2013_min": 0.33988089031643337, "iqa_tid2013_max": 0.33988089031643337, "iqa_kadid10k_mean": 0.3551025390625, "iqa_kadid10k_min": 0.3551025390625, "iqa_kadid10k_max": 0.3551025390625, "iqa_flive_mean": 0.6491862595683398, "iqa_flive_min": 0.6491862595683398, "iqa_flive_max": 0.6491862595683398, "iqa_spaq_mean": 0.32548784968828914, "iqa_spaq_min": 0.32548784968828914, "iqa_spaq_max": 0.32548784968828914, "iqa_clive_mean": 0.3187515181724472, "iqa_clive_min": 0.3187515181724472, "iqa_clive_max": 0.3187515181724472, "iqa_koniq10k_mean": 0.6561821831597223, "iqa_koniq10k_min": 0.6561821831597223, "iqa_koniq10k_max": 0.6561821831597223, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999993023792 }, { "lang": "la", "score": 6.976207495653156e-10 }, { "lang": "nl", "score": 1.7529846074701945e-24 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8070496916770935 }, { "lang": "ru", "score": 0.008243987336754799 }, { "lang": "ko", "score": 0.00700043560937047 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4060788010105941, "iqa_v2_live_min": 0.4060788010105941, "iqa_v2_live_max": 0.4060788010105941, "iqa_v2_csiq_mean": 0.539249837398529, "iqa_v2_csiq_min": 0.539249837398529, "iqa_v2_csiq_max": 0.539249837398529, "iqa_v2_tid2013_mean": 0.33988089031643337, "iqa_v2_tid2013_min": 0.33988089031643337, "iqa_v2_tid2013_max": 0.33988089031643337, "iqa_v2_kadid10k_mean": 0.3551025390625, "iqa_v2_kadid10k_min": 0.3551025390625, "iqa_v2_kadid10k_max": 0.3551025390625, "iqa_v2_flive_mean": 0.6491862595683398, "iqa_v2_flive_min": 0.6491862595683398, "iqa_v2_flive_max": 0.6491862595683398, "iqa_v2_spaq_mean": 0.32548784968828914, "iqa_v2_spaq_min": 0.32548784968828914, "iqa_v2_spaq_max": 0.32548784968828914, "iqa_v2_clive_mean": 0.3187515181724472, "iqa_v2_clive_min": 0.3187515181724472, "iqa_v2_clive_max": 0.3187515181724472, "iqa_v2_koniq10k_mean": 0.6561821831597223, "iqa_v2_koniq10k_min": 0.6561821831597223, "iqa_v2_koniq10k_max": 0.6561821831597223, "imdecont": { "jpg": 0.5389243364334106 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5389243364334106, "imdecont_mean": 0.5389243364334106, "imdecont_min": 0.5389243364334106, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.484375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.484375, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.484375, "clip_score_dfn_public_prev_turn_only_min": 4.78515625, "clip_score_dfn_public_prev_turn_only_mean": 4.78515625, "clip_score_dfn_public_prev_turn_only_max": 4.78515625, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.125, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.125, "clip_score_clip_vitl14_224_next_turn_only_min": 24.546875, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.546875, "clip_score_clip_vitl14_224_next_turn_only_max": 24.546875, "clip_score_dfn_public_next_turn_only_min": 2.466796875, "clip_score_dfn_public_next_turn_only_mean": 2.466796875, "clip_score_dfn_public_next_turn_only_max": 2.466796875, "clip_score_siglip2_b16_224_next_turn_only_min": -0.671875, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.671875, "clip_score_siglip2_b16_224_next_turn_only_max": -0.671875, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.90625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.90625, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.484375, "clip_score_dfn_public_prev_and_next_turn_min": 4.78515625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.78515625, "clip_score_dfn_public_prev_and_next_turn_max": 4.78515625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.75, "im_height": { "jpg": 2547 }, "im_height_mean": 2547.0, "im_height_min": 2547, "im_height_max": 2547, "im_width": { "jpg": 2550 }, "im_width_mean": 2550.0, "im_width_min": 2550, "im_width_max": 2550, "im_ar": { "jpg": 1.0012 }, "im_ar_mean": 1.0012, "im_ar_min": 1.0012, "im_ar_max": 1.0012, "im_kilobytes": { "jpg": 19027.88 }, "im_kilobytes_mean": 19027.88, "im_kilobytes_min": 19027.88, "im_kilobytes_max": 19027.88, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 211.57 }, "im_clarity_mean": 211.57, "im_clarity_min": 211.57, "im_clarity_max": 211.57, "im_luma": { "jpg": 235.49 }, "im_luma_mean": 235.49, "im_luma_min": 235.49, "im_luma_max": 235.49, "im_saturation": { "jpg": 43.77 }, "im_saturation_mean": 43.77, "im_saturation_min": 43.77, "im_saturation_max": 43.77, "im_entropy": { "jpg": 2.07 }, "im_entropy_mean": 2.07, "im_entropy_min": 2.07, "im_entropy_max": 2.07, "unifilter_score_qwen2_5_1_5b": -1.490234375, "unifilter_score_qwen3_0_6b": 0.1705322265625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999993023792, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 6.976207495653156e-10, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 1.7529846074701945e-24, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8070496916770935, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.008243987336754799, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.00700043560937047, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9933139681816101, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.4156261682510376, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997199177742004, "text_quality_nvidia_edu_nemotron4_score": 2.146484375, "text_quality_nvidia_edu_mixtral_score": 1.9658203125, "text_quality_dclmbaseline_fasttext_score": 0.9999583959579468, "text_quality_dolma3_fasttext_score": 0.9998997449874878, "custom_fasttext_val_fasttext_score": 0.0010311603546142578, "custom_fasttext_core_fasttext_score": 8.678436279296875e-05, "custom_fasttext_val_clean_fasttext_score": 0.008083820343017578, "custom_fasttext_core_clean_fasttext_score": 0.0010761022567749023, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.79296875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.79296875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 7.0 }, "297": { "detoxify": 1, "length_chars": 425, "length_tokens": 1495, "length_tokens_text_only": 215, "length_tokens_trainable_only": 124, "length_images": 1, "iqa_live_mean": 0.5840301898994831, "iqa_live_min": 0.5840301898994831, "iqa_live_max": 0.5840301898994831, "iqa_csiq_mean": 0.692203938961029, "iqa_csiq_min": 0.692203938961029, "iqa_csiq_max": 0.692203938961029, "iqa_tid2013_mean": 0.496934519873725, "iqa_tid2013_min": 0.496934519873725, "iqa_tid2013_max": 0.496934519873725, "iqa_kadid10k_mean": 0.5262451171875, "iqa_kadid10k_min": 0.5262451171875, "iqa_kadid10k_max": 0.5262451171875, "iqa_flive_mean": 0.7047319508562185, "iqa_flive_min": 0.7047319508562185, "iqa_flive_max": 0.7047319508562185, "iqa_spaq_mean": 0.49487127438940187, "iqa_spaq_min": 0.49487127438940187, "iqa_spaq_max": 0.49487127438940187, "iqa_clive_mean": 0.43743838685931585, "iqa_clive_min": 0.43743838685931585, "iqa_clive_max": 0.43743838685931585, "iqa_koniq10k_mean": 0.6268261610859572, "iqa_koniq10k_min": 0.6268261610859572, "iqa_koniq10k_max": 0.6268261610859572, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999990927 }, { "lang": "la", "score": 9.072563663313358e-13 }, { "lang": "tl", "score": 7.979753326750414e-19 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8340490460395813 }, { "lang": "ru", "score": 0.0066972821950912476 }, { "lang": "pt", "score": 0.006183031480759382 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5840301898994831, "iqa_v2_live_min": 0.5840301898994831, "iqa_v2_live_max": 0.5840301898994831, "iqa_v2_csiq_mean": 0.692203938961029, "iqa_v2_csiq_min": 0.692203938961029, "iqa_v2_csiq_max": 0.692203938961029, "iqa_v2_tid2013_mean": 0.496934519873725, "iqa_v2_tid2013_min": 0.496934519873725, "iqa_v2_tid2013_max": 0.496934519873725, "iqa_v2_kadid10k_mean": 0.5262451171875, "iqa_v2_kadid10k_min": 0.5262451171875, "iqa_v2_kadid10k_max": 0.5262451171875, "iqa_v2_flive_mean": 0.7047319508562185, "iqa_v2_flive_min": 0.7047319508562185, "iqa_v2_flive_max": 0.7047319508562185, "iqa_v2_spaq_mean": 0.49487127438940187, "iqa_v2_spaq_min": 0.49487127438940187, "iqa_v2_spaq_max": 0.49487127438940187, "iqa_v2_clive_mean": 0.43743838685931585, "iqa_v2_clive_min": 0.43743838685931585, "iqa_v2_clive_max": 0.43743838685931585, "iqa_v2_koniq10k_mean": 0.6268261610859572, "iqa_v2_koniq10k_min": 0.6268261610859572, "iqa_v2_koniq10k_max": 0.6268261610859572, "imdecont": { "jpg": 0.5465224385261536 }, "imdecont_image_match": { "jpg": 202914 }, "imdecont_max": 0.5465224385261536, "imdecont_mean": 0.5465224385261536, "imdecont_min": 0.5465224385261536, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.484375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.484375, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.484375, "clip_score_dfn_public_prev_turn_only_min": 3.583984375, "clip_score_dfn_public_prev_turn_only_mean": 3.583984375, "clip_score_dfn_public_prev_turn_only_max": 3.583984375, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.875, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.3125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.3125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.3125, "clip_score_clip_vitl14_224_next_turn_only_min": 26.90625, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.90625, "clip_score_clip_vitl14_224_next_turn_only_max": 26.90625, "clip_score_dfn_public_next_turn_only_min": 3.8671875, "clip_score_dfn_public_next_turn_only_mean": 3.8671875, "clip_score_dfn_public_next_turn_only_max": 3.8671875, "clip_score_siglip2_b16_224_next_turn_only_min": 6.4375, "clip_score_siglip2_b16_224_next_turn_only_mean": 6.4375, "clip_score_siglip2_b16_224_next_turn_only_max": 6.4375, "clip_score_longclip_vitl14_224_next_turn_only_min": 28.3125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 28.3125, "clip_score_longclip_vitl14_224_next_turn_only_max": 28.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.6875, "clip_score_dfn_public_prev_and_next_turn_min": 4.8828125, "clip_score_dfn_public_prev_and_next_turn_mean": 4.8828125, "clip_score_dfn_public_prev_and_next_turn_max": 4.8828125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.53125, "im_height": { "jpg": 766 }, "im_height_mean": 766.0, "im_height_min": 766, "im_height_max": 766, "im_width": { "jpg": 765 }, "im_width_mean": 765.0, "im_width_min": 765, "im_width_max": 765, "im_ar": { "jpg": 0.9987 }, "im_ar_mean": 0.9987, "im_ar_min": 0.9987, "im_ar_max": 0.9987, "im_kilobytes": { "jpg": 1716.77 }, "im_kilobytes_mean": 1716.77, "im_kilobytes_min": 1716.77, "im_kilobytes_max": 1716.77, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 319.46 }, "im_clarity_mean": 319.46, "im_clarity_min": 319.46, "im_clarity_max": 319.46, "im_luma": { "jpg": 240.12 }, "im_luma_mean": 240.12, "im_luma_min": 240.12, "im_luma_max": 240.12, "im_saturation": { "jpg": 91.96 }, "im_saturation_mean": 91.96, "im_saturation_min": 91.96, "im_saturation_max": 91.96, "im_entropy": { "jpg": 1.65 }, "im_entropy_mean": 1.65, "im_entropy_min": 1.65, "im_entropy_max": 1.65, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999990927, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 9.072563663313358e-13, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 7.979753326750414e-19, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8340490460395813, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0066972821950912476, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.006183031480759382, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9800540804862976, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.48124200105667114, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9992474317550659, "text_quality_nvidia_edu_nemotron4_score": 2.1796875, "text_quality_nvidia_edu_mixtral_score": 2.296875, "text_quality_dclmbaseline_fasttext_score": 0.999716579914093, "text_quality_dolma3_fasttext_score": 0.9998347163200378, "custom_fasttext_val_fasttext_score": 0.00025349855422973633, "custom_fasttext_core_fasttext_score": 1.049041748046875e-05, "custom_fasttext_val_clean_fasttext_score": 0.00277632474899292, "custom_fasttext_core_clean_fasttext_score": 0.0007380843162536621, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.734375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.96875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.234375, "within_sample_repetition_detection": 6.0 }, "290": { "detoxify": 1, "length_chars": 204, "length_tokens": 2668, "length_tokens_text_only": 109, "length_tokens_trainable_only": 43, "length_images": 1, "iqa_live_mean": 0.23159959581163192, "iqa_live_min": 0.23159959581163192, "iqa_live_max": 0.23159959581163192, "iqa_csiq_mean": 0.35583919286727905, "iqa_csiq_min": 0.35583919286727905, "iqa_csiq_max": 0.35583919286727905, "iqa_tid2013_mean": 0.22811873753865558, "iqa_tid2013_min": 0.22811873753865558, "iqa_tid2013_max": 0.22811873753865558, "iqa_kadid10k_mean": 0.0, "iqa_kadid10k_min": 0.0, "iqa_kadid10k_max": 0.0, "iqa_flive_mean": 0.6063654735834912, "iqa_flive_min": 0.6063654735834912, "iqa_flive_max": 0.6063654735834912, "iqa_spaq_mean": 0.17365704160748108, "iqa_spaq_min": 0.17365704160748108, "iqa_spaq_max": 0.17365704160748108, "iqa_clive_mean": 0.4261931217078007, "iqa_clive_min": 0.4261931217078007, "iqa_clive_max": 0.4261931217078007, "iqa_koniq10k_mean": 0.621617827752624, "iqa_koniq10k_min": 0.621617827752624, "iqa_koniq10k_max": 0.621617827752624, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999845012414 }, { "lang": "la", "score": 1.5318847872676387e-08 }, { "lang": "de", "score": 1.7630507811204334e-10 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8843918442726135 }, { "lang": "es", "score": 0.010042169131338596 }, { "lang": "pt", "score": 0.009961036965250969 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.23159959581163192, "iqa_v2_live_min": 0.23159959581163192, "iqa_v2_live_max": 0.23159959581163192, "iqa_v2_csiq_mean": 0.35583919286727905, "iqa_v2_csiq_min": 0.35583919286727905, "iqa_v2_csiq_max": 0.35583919286727905, "iqa_v2_tid2013_mean": 0.22811873753865558, "iqa_v2_tid2013_min": 0.22811873753865558, "iqa_v2_tid2013_max": 0.22811873753865558, "iqa_v2_kadid10k_mean": 0.0, "iqa_v2_kadid10k_min": 0.0, "iqa_v2_kadid10k_max": 0.0, "iqa_v2_flive_mean": 0.6061681882299559, "iqa_v2_flive_min": 0.6061681882299559, "iqa_v2_flive_max": 0.6061681882299559, "iqa_v2_spaq_mean": 0.1734992133246528, "iqa_v2_spaq_min": 0.1734992133246528, "iqa_v2_spaq_max": 0.1734992133246528, "iqa_v2_clive_mean": 0.42615366463709364, "iqa_v2_clive_min": 0.42615366463709364, "iqa_v2_clive_max": 0.42615366463709364, "iqa_v2_koniq10k_mean": 0.621617827752624, "iqa_v2_koniq10k_min": 0.621617827752624, "iqa_v2_koniq10k_max": 0.621617827752624, "imdecont": { "jpg": 0.5429724454879761 }, "imdecont_image_match": { "jpg": 206566 }, "imdecont_max": 0.5429724454879761, "imdecont_mean": 0.5429724454879761, "imdecont_min": 0.5429724454879761, "clip_score_clip_vitl14_224_prev_turn_only_min": 23.953125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 23.953125, "clip_score_clip_vitl14_224_prev_turn_only_max": 23.953125, "clip_score_dfn_public_prev_turn_only_min": 3.849609375, "clip_score_dfn_public_prev_turn_only_mean": 3.849609375, "clip_score_dfn_public_prev_turn_only_max": 3.849609375, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.359375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.359375, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.359375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.359375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.359375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.359375, "clip_score_clip_vitl14_224_next_turn_only_min": 24.109375, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.109375, "clip_score_clip_vitl14_224_next_turn_only_max": 24.109375, "clip_score_dfn_public_next_turn_only_min": 3.1640625, "clip_score_dfn_public_next_turn_only_mean": 3.1640625, "clip_score_dfn_public_next_turn_only_max": 3.1640625, "clip_score_siglip2_b16_224_next_turn_only_min": 4.0625, "clip_score_siglip2_b16_224_next_turn_only_mean": 4.0625, "clip_score_siglip2_b16_224_next_turn_only_max": 4.0625, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.046875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.046875, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.40625, "clip_score_dfn_public_prev_and_next_turn_min": 3.923828125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.923828125, "clip_score_dfn_public_prev_and_next_turn_max": 3.923828125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.4375, "im_height": { "jpg": 1746 }, "im_height_mean": 1746.0, "im_height_min": 1746, "im_height_max": 1746, "im_width": { "jpg": 1867 }, "im_width_mean": 1867.0, "im_width_min": 1867, "im_width_max": 1867, "im_ar": { "jpg": 1.0693 }, "im_ar_mean": 1.0693, "im_ar_min": 1.0693, "im_ar_max": 1.0693, "im_kilobytes": { "jpg": 9550.14 }, "im_kilobytes_mean": 9550.14, "im_kilobytes_min": 9550.14, "im_kilobytes_max": 9550.14, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 158.3 }, "im_clarity_mean": 158.3, "im_clarity_min": 158.3, "im_clarity_max": 158.3, "im_luma": { "jpg": 161.37 }, "im_luma_mean": 161.37, "im_luma_min": 161.37, "im_luma_max": 161.37, "im_saturation": { "jpg": 136.15 }, "im_saturation_mean": 136.15, "im_saturation_min": 136.15, "im_saturation_max": 136.15, "im_entropy": { "jpg": 0.61 }, "im_entropy_mean": 0.61, "im_entropy_min": 0.61, "im_entropy_max": 0.61, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999845012414, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.5318847872676387e-08, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 1.7630507811204334e-10, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8843918442726135, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.010042169131338596, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.009961036965250969, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9671844244003296, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6928405165672302, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9984291195869446, "text_quality_nvidia_edu_nemotron4_score": 1.9130859375, "text_quality_nvidia_edu_mixtral_score": 2.248046875, "text_quality_dclmbaseline_fasttext_score": 0.9997898936271667, "text_quality_dolma3_fasttext_score": 0.9988353848457336, "custom_fasttext_val_fasttext_score": 0.00015532970428466797, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0027181506156921387, "custom_fasttext_core_clean_fasttext_score": 0.0033068060874938965, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.015625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.296875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.28125, "within_sample_repetition_detection": 4.0 }, "298": { "detoxify": 1, "length_chars": 1043, "length_tokens": 2186, "length_tokens_text_only": 394, "length_tokens_trainable_only": 251, "length_images": 1, "iqa_live_mean": 0.3013596968217329, "iqa_live_min": 0.3013596968217329, "iqa_live_max": 0.3013596968217329, "iqa_csiq_mean": 0.45743221044540405, "iqa_csiq_min": 0.45743221044540405, "iqa_csiq_max": 0.45743221044540405, "iqa_tid2013_mean": 0.25047116809421116, "iqa_tid2013_min": 0.25047116809421116, "iqa_tid2013_max": 0.25047116809421116, "iqa_kadid10k_mean": 0.2718505859375, "iqa_kadid10k_min": 0.2718505859375, "iqa_kadid10k_max": 0.2718505859375, "iqa_flive_mean": 0.5396435670178347, "iqa_flive_min": 0.5396435670178347, "iqa_flive_max": 0.5396435670178347, "iqa_spaq_mean": 0.22053204160748108, "iqa_spaq_min": 0.22053204160748108, "iqa_spaq_max": 0.22053204160748108, "iqa_clive_mean": 0.3024162908997199, "iqa_clive_min": 0.3024162908997199, "iqa_clive_max": 0.3024162908997199, "iqa_koniq10k_mean": 0.6246165651263613, "iqa_koniq10k_min": 0.6246165651263613, "iqa_koniq10k_max": 0.6246165651263613, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999984 }, { "lang": "la", "score": 1.6214426874344929e-15 }, { "lang": "tl", "score": 8.155989314527998e-22 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8737708926200867 }, { "lang": "ru", "score": 0.007204979192465544 }, { "lang": "es", "score": 0.005156606435775757 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3013596968217329, "iqa_v2_live_min": 0.3013596968217329, "iqa_v2_live_max": 0.3013596968217329, "iqa_v2_csiq_mean": 0.45743221044540405, "iqa_v2_csiq_min": 0.45743221044540405, "iqa_v2_csiq_max": 0.45743221044540405, "iqa_v2_tid2013_mean": 0.25047116809421116, "iqa_v2_tid2013_min": 0.25047116809421116, "iqa_v2_tid2013_max": 0.25047116809421116, "iqa_v2_kadid10k_mean": 0.2718505859375, "iqa_v2_kadid10k_min": 0.2718505859375, "iqa_v2_kadid10k_max": 0.2718505859375, "iqa_v2_flive_mean": 0.5396435670178347, "iqa_v2_flive_min": 0.5396435670178347, "iqa_v2_flive_max": 0.5396435670178347, "iqa_v2_spaq_mean": 0.22053204160748108, "iqa_v2_spaq_min": 0.22053204160748108, "iqa_v2_spaq_max": 0.22053204160748108, "iqa_v2_clive_mean": 0.3025741191825482, "iqa_v2_clive_min": 0.3025741191825482, "iqa_v2_clive_max": 0.3025741191825482, "iqa_v2_koniq10k_mean": 0.624458736843533, "iqa_v2_koniq10k_min": 0.624458736843533, "iqa_v2_koniq10k_max": 0.624458736843533, "imdecont": { "jpg": 0.4826210141181946 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.4826210141181946, "imdecont_mean": 0.4826210141181946, "imdecont_min": 0.4826210141181946, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.640625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.640625, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.640625, "clip_score_dfn_public_prev_turn_only_min": 3.87109375, "clip_score_dfn_public_prev_turn_only_mean": 3.87109375, "clip_score_dfn_public_prev_turn_only_max": 3.87109375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.234375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.234375, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.234375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.265625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.265625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.265625, "clip_score_clip_vitl14_224_next_turn_only_min": 27.046875, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.046875, "clip_score_clip_vitl14_224_next_turn_only_max": 27.046875, "clip_score_dfn_public_next_turn_only_min": 2.646484375, "clip_score_dfn_public_next_turn_only_mean": 2.646484375, "clip_score_dfn_public_next_turn_only_max": 2.646484375, "clip_score_siglip2_b16_224_next_turn_only_min": -1.1796875, "clip_score_siglip2_b16_224_next_turn_only_mean": -1.1796875, "clip_score_siglip2_b16_224_next_turn_only_max": -1.1796875, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.265625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.265625, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.640625, "clip_score_dfn_public_prev_and_next_turn_min": 3.87109375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.87109375, "clip_score_dfn_public_prev_and_next_turn_max": 3.87109375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.234375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.234375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.234375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.09375, "im_height": { "jpg": 2814 }, "im_height_mean": 2814.0, "im_height_min": 2814, "im_height_max": 2814, "im_width": { "jpg": 1817 }, "im_width_mean": 1817.0, "im_width_min": 1817, "im_width_max": 1817, "im_ar": { "jpg": 0.6457 }, "im_ar_mean": 0.6457, "im_ar_min": 0.6457, "im_ar_max": 0.6457, "im_kilobytes": { "jpg": 14979.6 }, "im_kilobytes_mean": 14979.6, "im_kilobytes_min": 14979.6, "im_kilobytes_max": 14979.6, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 141.04 }, "im_clarity_mean": 141.04, "im_clarity_min": 141.04, "im_clarity_max": 141.04, "im_luma": { "jpg": 223.09 }, "im_luma_mean": 223.09, "im_luma_min": 223.09, "im_luma_max": 223.09, "im_saturation": { "jpg": 57.43 }, "im_saturation_mean": 57.43, "im_saturation_min": 57.43, "im_saturation_max": 57.43, "im_entropy": { "jpg": 1.68 }, "im_entropy_mean": 1.68, "im_entropy_min": 1.68, "im_entropy_max": 1.68, "unifilter_score_qwen2_5_1_5b": 0.073974609375, "unifilter_score_qwen3_0_6b": -1.150390625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999984, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.6214426874344929e-15, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 8.155989314527998e-22, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8737708926200867, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007204979192465544, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.005156606435775757, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9931493401527405, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.5222750902175903, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997435212135315, "text_quality_nvidia_edu_nemotron4_score": 2.3203125, "text_quality_nvidia_edu_mixtral_score": 2.080078125, "text_quality_dclmbaseline_fasttext_score": 0.9979590773582458, "text_quality_dolma3_fasttext_score": 0.9999077320098877, "custom_fasttext_val_fasttext_score": 0.0024878382682800293, "custom_fasttext_core_fasttext_score": 6.115436553955078e-05, "custom_fasttext_val_clean_fasttext_score": 0.0017757415771484375, "custom_fasttext_core_clean_fasttext_score": 0.0005537867546081543, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.2109375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.2109375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 7.0 }, "295": { "detoxify": 1, "length_chars": 363, "length_tokens": 2471, "length_tokens_text_only": 167, "length_tokens_trainable_only": 73, "length_images": 1, "iqa_live_mean": 0.43354092222271534, "iqa_live_min": 0.43354092222271534, "iqa_live_max": 0.43354092222271534, "iqa_csiq_mean": 0.557682454586029, "iqa_csiq_min": 0.557682454586029, "iqa_csiq_max": 0.557682454586029, "iqa_tid2013_mean": 0.3667906125386556, "iqa_tid2013_min": 0.3667906125386556, "iqa_tid2013_max": 0.3667906125386556, "iqa_kadid10k_mean": 0.3631591796875, "iqa_kadid10k_min": 0.3631591796875, "iqa_kadid10k_max": 0.3631591796875, "iqa_flive_mean": 0.6611220234572286, "iqa_flive_min": 0.6611220234572286, "iqa_flive_max": 0.6611220234572286, "iqa_spaq_mean": 0.3852258547387942, "iqa_spaq_min": 0.3852258547387942, "iqa_spaq_max": 0.3852258547387942, "iqa_clive_mean": 0.39928339948557845, "iqa_clive_min": 0.39928339948557845, "iqa_clive_max": 0.39928339948557845, "iqa_koniq10k_mean": 0.6901152639678031, "iqa_koniq10k_min": 0.6901152639678031, "iqa_koniq10k_max": 0.6901152639678031, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999991102803242 }, { "lang": "la", "score": 8.897149361455178e-07 }, { "lang": "tl", "score": 2.922236641225028e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.6927738785743713 }, { "lang": "fr", "score": 0.02039136178791523 }, { "lang": "zh", "score": 0.018389243632555008 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.43354092222271534, "iqa_v2_live_min": 0.43354092222271534, "iqa_v2_live_max": 0.43354092222271534, "iqa_v2_csiq_mean": 0.557682454586029, "iqa_v2_csiq_min": 0.557682454586029, "iqa_v2_csiq_max": 0.557682454586029, "iqa_v2_tid2013_mean": 0.3667906125386556, "iqa_v2_tid2013_min": 0.3667906125386556, "iqa_v2_tid2013_max": 0.3667906125386556, "iqa_v2_kadid10k_mean": 0.3631591796875, "iqa_v2_kadid10k_min": 0.3631591796875, "iqa_v2_kadid10k_max": 0.3631591796875, "iqa_v2_flive_mean": 0.6611713447956125, "iqa_v2_flive_min": 0.6611713447956125, "iqa_v2_flive_max": 0.6611713447956125, "iqa_v2_spaq_mean": 0.38530476888020837, "iqa_v2_spaq_min": 0.38530476888020837, "iqa_v2_spaq_max": 0.38530476888020837, "iqa_v2_clive_mean": 0.39940177069769967, "iqa_v2_clive_min": 0.39940177069769967, "iqa_v2_clive_max": 0.39940177069769967, "iqa_v2_koniq10k_mean": 0.6901152639678031, "iqa_v2_koniq10k_min": 0.6901152639678031, "iqa_v2_koniq10k_max": 0.6901152639678031, "imdecont": { "jpg": 0.5024835467338562 }, "imdecont_image_match": { "jpg": 178536 }, "imdecont_max": 0.5024835467338562, "imdecont_mean": 0.5024835467338562, "imdecont_min": 0.5024835467338562, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.21875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.21875, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.21875, "clip_score_dfn_public_prev_turn_only_min": 3.787109375, "clip_score_dfn_public_prev_turn_only_mean": 3.787109375, "clip_score_dfn_public_prev_turn_only_max": 3.787109375, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.546875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.546875, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.546875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.34375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.34375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.34375, "clip_score_clip_vitl14_224_next_turn_only_min": 27.9375, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.9375, "clip_score_clip_vitl14_224_next_turn_only_max": 27.9375, "clip_score_dfn_public_next_turn_only_min": 2.767578125, "clip_score_dfn_public_next_turn_only_mean": 2.767578125, "clip_score_dfn_public_next_turn_only_max": 2.767578125, "clip_score_siglip2_b16_224_next_turn_only_min": 2.59375, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.59375, "clip_score_siglip2_b16_224_next_turn_only_max": 2.59375, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.21875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.21875, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.21875, "clip_score_dfn_public_prev_and_next_turn_min": 4.04296875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.04296875, "clip_score_dfn_public_prev_and_next_turn_max": 4.04296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.046875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.046875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.75, "im_height": { "jpg": 1719 }, "im_height_mean": 1719.0, "im_height_min": 1719, "im_height_max": 1719, "im_width": { "jpg": 794 }, "im_width_mean": 794.0, "im_width_min": 794, "im_width_max": 794, "im_ar": { "jpg": 0.4619 }, "im_ar_mean": 0.4619, "im_ar_min": 0.4619, "im_ar_max": 0.4619, "im_kilobytes": { "jpg": 3998.69 }, "im_kilobytes_mean": 3998.69, "im_kilobytes_min": 3998.69, "im_kilobytes_max": 3998.69, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 307.54 }, "im_clarity_mean": 307.54, "im_clarity_min": 307.54, "im_clarity_max": 307.54, "im_luma": { "jpg": 235.16 }, "im_luma_mean": 235.16, "im_luma_min": 235.16, "im_luma_max": 235.16, "im_saturation": { "jpg": 98.92 }, "im_saturation_mean": 98.92, "im_saturation_min": 98.92, "im_saturation_max": 98.92, "im_entropy": { "jpg": 1.34 }, "im_entropy_mean": 1.34, "im_entropy_min": 1.34, "im_entropy_max": 1.34, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999991102803242, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 8.897149361455178e-07, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 2.922236641225028e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.6927738785743713, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.02039136178791523, "language_detection_annotation_nllb_2_lan": "zh", "language_detection_annotation_nllb_2_score": 0.018389243632555008, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9928887486457825, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.7272762060165405, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996814727783203, "text_quality_nvidia_edu_nemotron4_score": 1.5888671875, "text_quality_nvidia_edu_mixtral_score": 1.4287109375, "text_quality_dclmbaseline_fasttext_score": 0.9952245950698853, "text_quality_dolma3_fasttext_score": 0.8788348436355591, "custom_fasttext_val_fasttext_score": 0.0007372498512268066, "custom_fasttext_core_fasttext_score": 2.002716064453125e-05, "custom_fasttext_val_clean_fasttext_score": 0.0010953545570373535, "custom_fasttext_core_clean_fasttext_score": 0.00013780593872070312, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.640625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.015625, "within_sample_repetition_detection": 4.0 }, "292": { "detoxify": 1, "length_chars": 1076, "length_tokens": 2191, "length_tokens_text_only": 399, "length_tokens_trainable_only": 300, "length_images": 1, "iqa_live_mean": 0.5043762284095841, "iqa_live_min": 0.5043762284095841, "iqa_live_max": 0.5043762284095841, "iqa_csiq_mean": 0.629093587398529, "iqa_csiq_min": 0.629093587398529, "iqa_csiq_max": 0.629093587398529, "iqa_tid2013_mean": 0.3460657861497667, "iqa_tid2013_min": 0.3460657861497667, "iqa_tid2013_max": 0.3460657861497667, "iqa_kadid10k_mean": 0.45458984375, "iqa_kadid10k_min": 0.45458984375, "iqa_kadid10k_max": 0.45458984375, "iqa_flive_mean": 0.6544735070430872, "iqa_flive_min": 0.6544735070430872, "iqa_flive_max": 0.6544735070430872, "iqa_spaq_mean": 0.3719682789812185, "iqa_spaq_min": 0.3719682789812185, "iqa_spaq_max": 0.3719682789812185, "iqa_clive_mean": 0.3918260131219421, "iqa_clive_min": 0.3918260131219421, "iqa_clive_max": 0.3918260131219421, "iqa_koniq10k_mean": 0.660443546796086, "iqa_koniq10k_min": 0.660443546796086, "iqa_koniq10k_max": 0.660443546796086, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 5.452576267290996e-26 }, { "lang": "eo", "score": 2.8859810312213706e-30 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8852810859680176 }, { "lang": "ru", "score": 0.0051994966343045235 }, { "lang": "ja", "score": 0.0042204419150948524 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5043762284095841, "iqa_v2_live_min": 0.5043762284095841, "iqa_v2_live_max": 0.5043762284095841, "iqa_v2_csiq_mean": 0.629093587398529, "iqa_v2_csiq_min": 0.629093587398529, "iqa_v2_csiq_max": 0.629093587398529, "iqa_v2_tid2013_mean": 0.3460657861497667, "iqa_v2_tid2013_min": 0.3460657861497667, "iqa_v2_tid2013_max": 0.3460657861497667, "iqa_v2_kadid10k_mean": 0.45458984375, "iqa_v2_kadid10k_min": 0.45458984375, "iqa_v2_kadid10k_max": 0.45458984375, "iqa_v2_flive_mean": 0.6544735070430872, "iqa_v2_flive_min": 0.6544735070430872, "iqa_v2_flive_max": 0.6544735070430872, "iqa_v2_spaq_mean": 0.3719682789812185, "iqa_v2_spaq_min": 0.3719682789812185, "iqa_v2_spaq_max": 0.3719682789812185, "iqa_v2_clive_mean": 0.3918260131219421, "iqa_v2_clive_min": 0.3918260131219421, "iqa_v2_clive_max": 0.3918260131219421, "iqa_v2_koniq10k_mean": 0.660443546796086, "iqa_v2_koniq10k_min": 0.660443546796086, "iqa_v2_koniq10k_max": 0.660443546796086, "imdecont": { "jpg": 0.49680447578430176 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.49680447578430176, "imdecont_mean": 0.49680447578430176, "imdecont_min": 0.49680447578430176, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.90625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.90625, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.90625, "clip_score_dfn_public_prev_turn_only_min": 3.171875, "clip_score_dfn_public_prev_turn_only_mean": 3.171875, "clip_score_dfn_public_prev_turn_only_max": 3.171875, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.234375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.234375, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.234375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.890625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.890625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.890625, "clip_score_clip_vitl14_224_next_turn_only_min": 26.65625, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.65625, "clip_score_clip_vitl14_224_next_turn_only_max": 26.65625, "clip_score_dfn_public_next_turn_only_min": 4.1953125, "clip_score_dfn_public_next_turn_only_mean": 4.1953125, "clip_score_dfn_public_next_turn_only_max": 4.1953125, "clip_score_siglip2_b16_224_next_turn_only_min": 1.671875, "clip_score_siglip2_b16_224_next_turn_only_mean": 1.671875, "clip_score_siglip2_b16_224_next_turn_only_max": 1.671875, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.75, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.75, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.75, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.6875, "clip_score_dfn_public_prev_and_next_turn_min": 4.0390625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.0390625, "clip_score_dfn_public_prev_and_next_turn_max": 4.0390625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.65625, "im_height": { "jpg": 3104 }, "im_height_mean": 3104.0, "im_height_min": 3104, "im_height_max": 3104, "im_width": { "jpg": 1962 }, "im_width_mean": 1962.0, "im_width_min": 1962, "im_width_max": 1962, "im_ar": { "jpg": 0.6321 }, "im_ar_mean": 0.6321, "im_ar_min": 0.6321, "im_ar_max": 0.6321, "im_kilobytes": { "jpg": 17841.94 }, "im_kilobytes_mean": 17841.94, "im_kilobytes_min": 17841.94, "im_kilobytes_max": 17841.94, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 158.86 }, "im_clarity_mean": 158.86, "im_clarity_min": 158.86, "im_clarity_max": 158.86, "im_luma": { "jpg": 220.35 }, "im_luma_mean": 220.35, "im_luma_min": 220.35, "im_luma_max": 220.35, "im_saturation": { "jpg": 47.63 }, "im_saturation_mean": 47.63, "im_saturation_min": 47.63, "im_saturation_max": 47.63, "im_entropy": { "jpg": 1.84 }, "im_entropy_mean": 1.84, "im_entropy_min": 1.84, "im_entropy_max": 1.84, "unifilter_score_qwen2_5_1_5b": -0.68359375, "unifilter_score_qwen3_0_6b": -0.460205078125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 5.452576267290996e-26, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 2.8859810312213706e-30, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8852810859680176, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0051994966343045235, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.0042204419150948524, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9942741990089417, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5137336850166321, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997373223304749, "text_quality_nvidia_edu_nemotron4_score": 2.4765625, "text_quality_nvidia_edu_mixtral_score": 2.3359375, "text_quality_dclmbaseline_fasttext_score": 0.9995424747467041, "text_quality_dolma3_fasttext_score": 0.9981117844581604, "custom_fasttext_val_fasttext_score": 0.0025139451026916504, "custom_fasttext_core_fasttext_score": 0.00012290477752685547, "custom_fasttext_val_clean_fasttext_score": 0.0038858652114868164, "custom_fasttext_core_clean_fasttext_score": 0.000810086727142334, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0234375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0390625, "within_sample_repetition_detection": 7.0 }, "294": { "detoxify": 1, "length_chars": 660, "length_tokens": 3601, "length_tokens_text_only": 273, "length_tokens_trainable_only": 180, "length_images": 1, "iqa_live_mean": 0.4691706570712002, "iqa_live_min": 0.4691706570712002, "iqa_live_max": 0.4691706570712002, "iqa_csiq_mean": 0.574894368648529, "iqa_csiq_min": 0.574894368648529, "iqa_csiq_max": 0.574894368648529, "iqa_tid2013_mean": 0.3413999875386556, "iqa_tid2013_min": 0.3413999875386556, "iqa_tid2013_max": 0.3413999875386556, "iqa_kadid10k_mean": 0.5042724609375, "iqa_kadid10k_min": 0.5042724609375, "iqa_kadid10k_max": 0.5042724609375, "iqa_flive_mean": 0.639077851266572, "iqa_flive_min": 0.639077851266572, "iqa_flive_max": 0.639077851266572, "iqa_spaq_mean": 0.3464790113044508, "iqa_spaq_min": 0.3464790113044508, "iqa_spaq_max": 0.3464790113044508, "iqa_clive_mean": 0.4175520232229522, "iqa_clive_min": 0.4175520232229522, "iqa_clive_max": 0.4175520232229522, "iqa_koniq10k_mean": 0.6803299104324495, "iqa_koniq10k_min": 0.6803299104324495, "iqa_koniq10k_max": 0.6803299104324495, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999619087 }, { "lang": "la", "score": 3.8065364959710996e-11 }, { "lang": "de", "score": 1.3123509887195058e-14 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8696091771125793 }, { "lang": "nl", "score": 0.0058716339990496635 }, { "lang": "id", "score": 0.0054525709711015224 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4691706570712002, "iqa_v2_live_min": 0.4691706570712002, "iqa_v2_live_max": 0.4691706570712002, "iqa_v2_csiq_mean": 0.574894368648529, "iqa_v2_csiq_min": 0.574894368648529, "iqa_v2_csiq_max": 0.574894368648529, "iqa_v2_tid2013_mean": 0.3413999875386556, "iqa_v2_tid2013_min": 0.3413999875386556, "iqa_v2_tid2013_max": 0.3413999875386556, "iqa_v2_kadid10k_mean": 0.5042724609375, "iqa_v2_kadid10k_min": 0.5042724609375, "iqa_v2_kadid10k_max": 0.5042724609375, "iqa_v2_flive_mean": 0.639077851266572, "iqa_v2_flive_min": 0.639077851266572, "iqa_v2_flive_max": 0.639077851266572, "iqa_v2_spaq_mean": 0.3464790113044508, "iqa_v2_spaq_min": 0.3464790113044508, "iqa_v2_spaq_max": 0.3464790113044508, "iqa_v2_clive_mean": 0.4175520232229522, "iqa_v2_clive_min": 0.4175520232229522, "iqa_v2_clive_max": 0.4175520232229522, "iqa_v2_koniq10k_mean": 0.6803299104324495, "iqa_v2_koniq10k_min": 0.6803299104324495, "iqa_v2_koniq10k_max": 0.6803299104324495, "imdecont": { "jpg": 0.53856360912323 }, "imdecont_image_match": { "jpg": 204629 }, "imdecont_max": 0.53856360912323, "imdecont_mean": 0.53856360912323, "imdecont_min": 0.53856360912323, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.921875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.921875, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.921875, "clip_score_dfn_public_prev_turn_only_min": 3.185546875, "clip_score_dfn_public_prev_turn_only_mean": 3.185546875, "clip_score_dfn_public_prev_turn_only_max": 3.185546875, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.15625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.15625, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.15625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.421875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.421875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.421875, "clip_score_clip_vitl14_224_next_turn_only_min": 24.859375, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.859375, "clip_score_clip_vitl14_224_next_turn_only_max": 24.859375, "clip_score_dfn_public_next_turn_only_min": 2.087890625, "clip_score_dfn_public_next_turn_only_mean": 2.087890625, "clip_score_dfn_public_next_turn_only_max": 2.087890625, "clip_score_siglip2_b16_224_next_turn_only_min": 0.96875, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.96875, "clip_score_siglip2_b16_224_next_turn_only_max": 0.96875, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.078125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.078125, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.8125, "clip_score_dfn_public_prev_and_next_turn_min": 3.40234375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.40234375, "clip_score_dfn_public_prev_and_next_turn_max": 3.40234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.1875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.1875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.859375, "im_height": { "jpg": 2540 }, "im_height_mean": 2540.0, "im_height_min": 2540, "im_height_max": 2540, "im_width": { "jpg": 3203 }, "im_width_mean": 3203.0, "im_width_min": 3203, "im_width_max": 3203, "im_ar": { "jpg": 1.261 }, "im_ar_mean": 1.261, "im_ar_min": 1.261, "im_ar_max": 1.261, "im_kilobytes": { "jpg": 23834.82 }, "im_kilobytes_mean": 23834.82, "im_kilobytes_min": 23834.82, "im_kilobytes_max": 23834.82, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 120.6 }, "im_clarity_mean": 120.6, "im_clarity_min": 120.6, "im_clarity_max": 120.6, "im_luma": { "jpg": 216.81 }, "im_luma_mean": 216.81, "im_luma_min": 216.81, "im_luma_max": 216.81, "im_saturation": { "jpg": 54.34 }, "im_saturation_mean": 54.34, "im_saturation_min": 54.34, "im_saturation_max": 54.34, "im_entropy": { "jpg": 1.69 }, "im_entropy_mean": 1.69, "im_entropy_min": 1.69, "im_entropy_max": 1.69, "unifilter_score_qwen2_5_1_5b": 0.378662109375, "unifilter_score_qwen3_0_6b": 2.26953125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999619087, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.8065364959710996e-11, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 1.3123509887195058e-14, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8696091771125793, "language_detection_annotation_nllb_1_lan": "nl", "language_detection_annotation_nllb_1_score": 0.0058716339990496635, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.0054525709711015224, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9875565767288208, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7389931082725525, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9993120431900024, "text_quality_nvidia_edu_nemotron4_score": 2.478515625, "text_quality_nvidia_edu_mixtral_score": 2.259765625, "text_quality_dclmbaseline_fasttext_score": 0.9959987998008728, "text_quality_dolma3_fasttext_score": 0.999987006187439, "custom_fasttext_val_fasttext_score": 0.0026875734329223633, "custom_fasttext_core_fasttext_score": 6.008148193359375e-05, "custom_fasttext_val_clean_fasttext_score": 0.0016602873802185059, "custom_fasttext_core_clean_fasttext_score": 0.00010895729064941406, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.4140625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1015625, "within_sample_repetition_detection": 4.0 }, "286": { "detoxify": 1, "length_chars": 850, "length_tokens": 2128, "length_tokens_text_only": 336, "length_tokens_trainable_only": 225, "length_images": 1, "iqa_live_mean": 0.45977987424291744, "iqa_live_min": 0.45977987424291744, "iqa_live_max": 0.45977987424291744, "iqa_csiq_mean": 0.548038899898529, "iqa_csiq_min": 0.548038899898529, "iqa_csiq_max": 0.548038899898529, "iqa_tid2013_mean": 0.3466083208719889, "iqa_tid2013_min": 0.3466083208719889, "iqa_tid2013_max": 0.3466083208719889, "iqa_kadid10k_mean": 0.3175048828125, "iqa_kadid10k_min": 0.3175048828125, "iqa_kadid10k_max": 0.3175048828125, "iqa_flive_mean": 0.627475006411774, "iqa_flive_min": 0.627475006411774, "iqa_flive_max": 0.627475006411774, "iqa_spaq_mean": 0.3456109557488952, "iqa_spaq_min": 0.3456109557488952, "iqa_spaq_max": 0.3456109557488952, "iqa_clive_mean": 0.5380144600916391, "iqa_clive_min": 0.5380144600916391, "iqa_clive_max": 0.5380144600916391, "iqa_koniq10k_mean": 0.6724384962910354, "iqa_koniq10k_min": 0.6724384962910354, "iqa_koniq10k_max": 0.6724384962910354, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 2.7576270220729416e-23 }, { "lang": "eo", "score": 1.9462887659511421e-29 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8416442275047302 }, { "lang": "ru", "score": 0.008253214880824089 }, { "lang": "ja", "score": 0.005937932524830103 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.45977987424291744, "iqa_v2_live_min": 0.45977987424291744, "iqa_v2_live_max": 0.45977987424291744, "iqa_v2_csiq_mean": 0.548038899898529, "iqa_v2_csiq_min": 0.548038899898529, "iqa_v2_csiq_max": 0.548038899898529, "iqa_v2_tid2013_mean": 0.3466083208719889, "iqa_v2_tid2013_min": 0.3466083208719889, "iqa_v2_tid2013_max": 0.3466083208719889, "iqa_v2_kadid10k_mean": 0.3175048828125, "iqa_v2_kadid10k_min": 0.3175048828125, "iqa_v2_kadid10k_max": 0.3175048828125, "iqa_v2_flive_mean": 0.627475006411774, "iqa_v2_flive_min": 0.627475006411774, "iqa_v2_flive_max": 0.627475006411774, "iqa_v2_spaq_mean": 0.3456109557488952, "iqa_v2_spaq_min": 0.3456109557488952, "iqa_v2_spaq_max": 0.3456109557488952, "iqa_v2_clive_mean": 0.5380144600916391, "iqa_v2_clive_min": 0.5380144600916391, "iqa_v2_clive_max": 0.5380144600916391, "iqa_v2_koniq10k_mean": 0.6724384962910354, "iqa_v2_koniq10k_min": 0.6724384962910354, "iqa_v2_koniq10k_max": 0.6724384962910354, "imdecont": { "jpg": 0.5196179151535034 }, "imdecont_image_match": { "jpg": 206611 }, "imdecont_max": 0.5196179151535034, "imdecont_mean": 0.5196179151535034, "imdecont_min": 0.5196179151535034, "clip_score_clip_vitl14_224_prev_turn_only_min": 32.375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 32.375, "clip_score_clip_vitl14_224_prev_turn_only_max": 32.375, "clip_score_dfn_public_prev_turn_only_min": 3.43359375, "clip_score_dfn_public_prev_turn_only_mean": 3.43359375, "clip_score_dfn_public_prev_turn_only_max": 3.43359375, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.671875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.671875, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.671875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.84375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.84375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.84375, "clip_score_clip_vitl14_224_next_turn_only_min": 28.734375, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.734375, "clip_score_clip_vitl14_224_next_turn_only_max": 28.734375, "clip_score_dfn_public_next_turn_only_min": 3.857421875, "clip_score_dfn_public_next_turn_only_mean": 3.857421875, "clip_score_dfn_public_next_turn_only_max": 3.857421875, "clip_score_siglip2_b16_224_next_turn_only_min": 4.46875, "clip_score_siglip2_b16_224_next_turn_only_mean": 4.46875, "clip_score_siglip2_b16_224_next_turn_only_max": 4.46875, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.828125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.828125, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 31.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 31.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 31.984375, "clip_score_dfn_public_prev_and_next_turn_min": 4.08984375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.08984375, "clip_score_dfn_public_prev_and_next_turn_max": 4.08984375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.25, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.25, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.8125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.8125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.8125, "im_height": { "jpg": 1961 }, "im_height_mean": 1961.0, "im_height_min": 1961, "im_height_max": 1961, "im_width": { "jpg": 1361 }, "im_width_mean": 1361.0, "im_width_min": 1361, "im_width_max": 1361, "im_ar": { "jpg": 0.694 }, "im_ar_mean": 0.694, "im_ar_min": 0.694, "im_ar_max": 0.694, "im_kilobytes": { "jpg": 7819.1 }, "im_kilobytes_mean": 7819.1, "im_kilobytes_min": 7819.1, "im_kilobytes_max": 7819.1, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 284.29 }, "im_clarity_mean": 284.29, "im_clarity_min": 284.29, "im_clarity_max": 284.29, "im_luma": { "jpg": 209.97 }, "im_luma_mean": 209.97, "im_luma_min": 209.97, "im_luma_max": 209.97, "im_saturation": { "jpg": 58.27 }, "im_saturation_mean": 58.27, "im_saturation_min": 58.27, "im_saturation_max": 58.27, "im_entropy": { "jpg": 1.25 }, "im_entropy_mean": 1.25, "im_entropy_min": 1.25, "im_entropy_max": 1.25, "unifilter_score_qwen2_5_1_5b": -0.7578125, "unifilter_score_qwen3_0_6b": 0.94873046875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.7576270220729416e-23, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.9462887659511421e-29, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8416442275047302, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.008253214880824089, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.005937932524830103, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9861319065093994, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7388579845428467, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9992145299911499, "text_quality_nvidia_edu_nemotron4_score": 1.826171875, "text_quality_nvidia_edu_mixtral_score": 1.90625, "text_quality_dclmbaseline_fasttext_score": 0.9995057582855225, "text_quality_dolma3_fasttext_score": 0.9999854564666748, "custom_fasttext_val_fasttext_score": 0.0006158947944641113, "custom_fasttext_core_fasttext_score": 2.205371856689453e-05, "custom_fasttext_val_clean_fasttext_score": 0.002582371234893799, "custom_fasttext_core_clean_fasttext_score": 0.0006836652755737305, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.2578125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.3515625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.09375, "within_sample_repetition_detection": 6.0 }, "296": { "detoxify": 1, "length_chars": 1042, "length_tokens": 3052, "length_tokens_text_only": 492, "length_tokens_trainable_only": 355, "length_images": 1, "iqa_live_mean": 0.5155524436873619, "iqa_live_min": 0.5155524436873619, "iqa_live_max": 0.5155524436873619, "iqa_csiq_mean": 0.613102376461029, "iqa_csiq_min": 0.613102376461029, "iqa_csiq_max": 0.613102376461029, "iqa_tid2013_mean": 0.39652151531643337, "iqa_tid2013_min": 0.39652151531643337, "iqa_tid2013_max": 0.39652151531643337, "iqa_kadid10k_mean": 0.4991455078125, "iqa_kadid10k_min": 0.4991455078125, "iqa_kadid10k_max": 0.4991455078125, "iqa_flive_mean": 0.6485549464370266, "iqa_flive_min": 0.6485549464370266, "iqa_flive_max": 0.6485549464370266, "iqa_spaq_mean": 0.3787548951428346, "iqa_spaq_min": 0.3787548951428346, "iqa_spaq_max": 0.3787548951428346, "iqa_clive_mean": 0.39229949797042696, "iqa_clive_min": 0.39229949797042696, "iqa_clive_max": 0.39229949797042696, "iqa_koniq10k_mean": 0.6711758700284092, "iqa_koniq10k_min": 0.6711758700284092, "iqa_koniq10k_max": 0.6711758700284092, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999998508 }, { "lang": "la", "score": 1.4867538610020807e-13 }, { "lang": "eo", "score": 4.765382211492591e-16 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8418944478034973 }, { "lang": "ru", "score": 0.00705922394990921 }, { "lang": "es", "score": 0.006413431838154793 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5155573758212002, "iqa_v2_live_min": 0.5155573758212002, "iqa_v2_live_max": 0.5155573758212002, "iqa_v2_csiq_mean": 0.613102376461029, "iqa_v2_csiq_min": 0.613102376461029, "iqa_v2_csiq_max": 0.613102376461029, "iqa_v2_tid2013_mean": 0.39652151531643337, "iqa_v2_tid2013_min": 0.39652151531643337, "iqa_v2_tid2013_max": 0.39652151531643337, "iqa_v2_kadid10k_mean": 0.4991455078125, "iqa_v2_kadid10k_min": 0.4991455078125, "iqa_v2_kadid10k_max": 0.4991455078125, "iqa_v2_flive_mean": 0.648559878570865, "iqa_v2_flive_min": 0.648559878570865, "iqa_v2_flive_max": 0.648559878570865, "iqa_v2_spaq_mean": 0.37883380928424876, "iqa_v2_spaq_min": 0.37883380928424876, "iqa_v2_spaq_max": 0.37883380928424876, "iqa_v2_clive_mean": 0.3923784121118411, "iqa_v2_clive_min": 0.3923784121118411, "iqa_v2_clive_max": 0.3923784121118411, "iqa_v2_koniq10k_mean": 0.6711758700284092, "iqa_v2_koniq10k_min": 0.6711758700284092, "iqa_v2_koniq10k_max": 0.6711758700284092, "imdecont": { "jpg": 0.39893239736557007 }, "imdecont_image_match": { "jpg": 205691 }, "imdecont_max": 0.39893239736557007, "imdecont_mean": 0.39893239736557007, "imdecont_min": 0.39893239736557007, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.03125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.03125, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.03125, "clip_score_dfn_public_prev_turn_only_min": 3.73828125, "clip_score_dfn_public_prev_turn_only_mean": 3.73828125, "clip_score_dfn_public_prev_turn_only_max": 3.73828125, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.453125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.453125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.453125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.3125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.3125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.3125, "clip_score_clip_vitl14_224_next_turn_only_min": 24.0625, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.0625, "clip_score_clip_vitl14_224_next_turn_only_max": 24.0625, "clip_score_dfn_public_next_turn_only_min": 2.587890625, "clip_score_dfn_public_next_turn_only_mean": 2.587890625, "clip_score_dfn_public_next_turn_only_max": 2.587890625, "clip_score_siglip2_b16_224_next_turn_only_min": 2.0, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.0, "clip_score_siglip2_b16_224_next_turn_only_max": 2.0, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.171875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.171875, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.03125, "clip_score_dfn_public_prev_and_next_turn_min": 3.73828125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.73828125, "clip_score_dfn_public_prev_and_next_turn_max": 3.73828125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.453125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.453125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.453125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.53125, "im_height": { "jpg": 2212 }, "im_height_mean": 2212.0, "im_height_min": 2212, "im_height_max": 2212, "im_width": { "jpg": 1971 }, "im_width_mean": 1971.0, "im_width_min": 1971, "im_width_max": 1971, "im_ar": { "jpg": 0.891 }, "im_ar_mean": 0.891, "im_ar_min": 0.891, "im_ar_max": 0.891, "im_kilobytes": { "jpg": 12773.0 }, "im_kilobytes_mean": 12773.0, "im_kilobytes_min": 12773.0, "im_kilobytes_max": 12773.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 202.83 }, "im_clarity_mean": 202.83, "im_clarity_min": 202.83, "im_clarity_max": 202.83, "im_luma": { "jpg": 231.41 }, "im_luma_mean": 231.41, "im_luma_min": 231.41, "im_luma_max": 231.41, "im_saturation": { "jpg": 47.34 }, "im_saturation_mean": 47.34, "im_saturation_min": 47.34, "im_saturation_max": 47.34, "im_entropy": { "jpg": 1.96 }, "im_entropy_mean": 1.96, "im_entropy_min": 1.96, "im_entropy_max": 1.96, "unifilter_score_qwen2_5_1_5b": 0.859375, "unifilter_score_qwen3_0_6b": -0.88525390625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999998508, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.4867538610020807e-13, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 4.765382211492591e-16, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8418944478034973, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.00705922394990921, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.006413431838154793, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9905967712402344, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7894188165664673, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9998127818107605, "text_quality_nvidia_edu_nemotron4_score": 2.2890625, "text_quality_nvidia_edu_mixtral_score": 2.09375, "text_quality_dclmbaseline_fasttext_score": 0.9995879530906677, "text_quality_dolma3_fasttext_score": 0.9999316930770874, "custom_fasttext_val_fasttext_score": 0.002234041690826416, "custom_fasttext_core_fasttext_score": 7.367134094238281e-05, "custom_fasttext_val_clean_fasttext_score": 0.00099867582321167, "custom_fasttext_core_clean_fasttext_score": 5.829334259033203e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.9296875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.94140625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.01171875, "within_sample_repetition_detection": 6.0 }, "299": { "detoxify": 1, "length_chars": 578, "length_tokens": 2814, "length_tokens_text_only": 254, "length_tokens_trainable_only": 159, "length_images": 1, "iqa_live_mean": 0.6043900383843316, "iqa_live_min": 0.6043900383843316, "iqa_live_max": 0.6043900383843316, "iqa_csiq_mean": 0.672184407711029, "iqa_csiq_min": 0.672184407711029, "iqa_csiq_max": 0.672184407711029, "iqa_tid2013_mean": 0.4521041976081, "iqa_tid2013_min": 0.4521041976081, "iqa_tid2013_max": 0.4521041976081, "iqa_kadid10k_mean": 0.505859375, "iqa_kadid10k_min": 0.505859375, "iqa_kadid10k_max": 0.505859375, "iqa_flive_mean": 0.6769344445430872, "iqa_flive_min": 0.6769344445430872, "iqa_flive_max": 0.6769344445430872, "iqa_spaq_mean": 0.46727683327414776, "iqa_spaq_min": 0.46727683327414776, "iqa_spaq_max": 0.46727683327414776, "iqa_clive_mean": 0.4611915434249724, "iqa_clive_min": 0.4611915434249724, "iqa_clive_max": 0.4611915434249724, "iqa_koniq10k_mean": 0.6585496074021465, "iqa_koniq10k_min": 0.6585496074021465, "iqa_koniq10k_max": 0.6585496074021465, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999996478426 }, { "lang": "la", "score": 3.5215734700972036e-10 }, { "lang": "eo", "score": 1.424381374332264e-19 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8224193453788757 }, { "lang": "vi", "score": 0.007541175000369549 }, { "lang": "fr", "score": 0.007363361772149801 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.6043900383843316, "iqa_v2_live_min": 0.6043900383843316, "iqa_v2_live_max": 0.6043900383843316, "iqa_v2_csiq_mean": 0.672184407711029, "iqa_v2_csiq_min": 0.672184407711029, "iqa_v2_csiq_max": 0.672184407711029, "iqa_v2_tid2013_mean": 0.4521313243442111, "iqa_v2_tid2013_min": 0.4521313243442111, "iqa_v2_tid2013_max": 0.4521313243442111, "iqa_v2_kadid10k_mean": 0.505859375, "iqa_v2_kadid10k_min": 0.505859375, "iqa_v2_kadid10k_max": 0.505859375, "iqa_v2_flive_mean": 0.6769541730784407, "iqa_v2_flive_min": 0.6769541730784407, "iqa_v2_flive_max": 0.6769541730784407, "iqa_v2_spaq_mean": 0.4672965618095013, "iqa_v2_spaq_min": 0.4672965618095013, "iqa_v2_spaq_max": 0.4672965618095013, "iqa_v2_clive_mean": 0.46130991463709364, "iqa_v2_clive_min": 0.46130991463709364, "iqa_v2_clive_max": 0.46130991463709364, "iqa_v2_koniq10k_mean": 0.6585496074021465, "iqa_v2_koniq10k_min": 0.6585496074021465, "iqa_v2_koniq10k_max": 0.6585496074021465, "imdecont": { "jpg": 0.5301721096038818 }, "imdecont_image_match": { "jpg": 206637 }, "imdecont_max": 0.5301721096038818, "imdecont_mean": 0.5301721096038818, "imdecont_min": 0.5301721096038818, "clip_score_clip_vitl14_224_prev_turn_only_min": 32.15625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 32.15625, "clip_score_clip_vitl14_224_prev_turn_only_max": 32.15625, "clip_score_dfn_public_prev_turn_only_min": 3.630859375, "clip_score_dfn_public_prev_turn_only_mean": 3.630859375, "clip_score_dfn_public_prev_turn_only_max": 3.630859375, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.140625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.140625, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.140625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 29.125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 29.125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 29.125, "clip_score_clip_vitl14_224_next_turn_only_min": 28.78125, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.78125, "clip_score_clip_vitl14_224_next_turn_only_max": 28.78125, "clip_score_dfn_public_next_turn_only_min": 3.30859375, "clip_score_dfn_public_next_turn_only_mean": 3.30859375, "clip_score_dfn_public_next_turn_only_max": 3.30859375, "clip_score_siglip2_b16_224_next_turn_only_min": 7.75, "clip_score_siglip2_b16_224_next_turn_only_mean": 7.75, "clip_score_siglip2_b16_224_next_turn_only_max": 7.75, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.828125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.828125, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 32.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 32.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 32.21875, "clip_score_dfn_public_prev_and_next_turn_min": 4.22265625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.22265625, "clip_score_dfn_public_prev_and_next_turn_max": 4.22265625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.203125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.203125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.0, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.0, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.0, "im_height": { "jpg": 1156 }, "im_height_mean": 1156.0, "im_height_min": 1156, "im_height_max": 1156, "im_width": { "jpg": 1308 }, "im_width_mean": 1308.0, "im_width_min": 1308, "im_width_max": 1308, "im_ar": { "jpg": 1.1315 }, "im_ar_mean": 1.1315, "im_ar_min": 1.1315, "im_ar_max": 1.1315, "im_kilobytes": { "jpg": 4429.83 }, "im_kilobytes_mean": 4429.83, "im_kilobytes_min": 4429.83, "im_kilobytes_max": 4429.83, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 359.28 }, "im_clarity_mean": 359.28, "im_clarity_min": 359.28, "im_clarity_max": 359.28, "im_luma": { "jpg": 223.66 }, "im_luma_mean": 223.66, "im_luma_min": 223.66, "im_luma_max": 223.66, "im_saturation": { "jpg": 86.77 }, "im_saturation_mean": 86.77, "im_saturation_min": 86.77, "im_saturation_max": 86.77, "im_entropy": { "jpg": 2.07 }, "im_entropy_mean": 2.07, "im_entropy_min": 2.07, "im_entropy_max": 2.07, "unifilter_score_qwen2_5_1_5b": -0.869140625, "unifilter_score_qwen3_0_6b": 0.03472900390625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999996478426, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 3.5215734700972036e-10, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 1.424381374332264e-19, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8224193453788757, "language_detection_annotation_nllb_1_lan": "vi", "language_detection_annotation_nllb_1_score": 0.007541175000369549, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.007363361772149801, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9933502078056335, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6185758113861084, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997615218162537, "text_quality_nvidia_edu_nemotron4_score": 2.033203125, "text_quality_nvidia_edu_mixtral_score": 1.88671875, "text_quality_dclmbaseline_fasttext_score": 0.9997795224189758, "text_quality_dolma3_fasttext_score": 0.9991750717163086, "custom_fasttext_val_fasttext_score": 0.00036716461181640625, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0034520626068115234, "custom_fasttext_core_clean_fasttext_score": 6.23464584350586e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.6171875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1171875, "within_sample_repetition_detection": 8.0 }, "287": { "detoxify": 1, "length_chars": 1039, "length_tokens": 3716, "length_tokens_text_only": 388, "length_tokens_trainable_only": 264, "length_images": 1, "iqa_live_mean": 0.5414560106065538, "iqa_live_min": 0.5414560106065538, "iqa_live_max": 0.5414560106065538, "iqa_csiq_mean": 0.663761556148529, "iqa_csiq_min": 0.663761556148529, "iqa_csiq_max": 0.663761556148529, "iqa_tid2013_mean": 0.4017841021219889, "iqa_tid2013_min": 0.4017841021219889, "iqa_tid2013_max": 0.4017841021219889, "iqa_kadid10k_mean": 0.40673828125, "iqa_kadid10k_min": 0.40673828125, "iqa_kadid10k_max": 0.40673828125, "iqa_flive_mean": 0.6904484912602589, "iqa_flive_min": 0.6904484912602589, "iqa_flive_max": 0.6904484912602589, "iqa_spaq_mean": 0.5088054001933396, "iqa_spaq_min": 0.5088054001933396, "iqa_spaq_max": 0.5088054001933396, "iqa_clive_mean": 0.46857987991487143, "iqa_clive_min": 0.46857987991487143, "iqa_clive_max": 0.46857987991487143, "iqa_koniq10k_mean": 0.6478172841698233, "iqa_koniq10k_min": 0.6478172841698233, "iqa_koniq10k_max": 0.6478172841698233, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.999999999989611 }, { "lang": "la", "score": 1.038905269996418e-11 }, { "lang": "eo", "score": 2.8344025717542695e-19 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8563122749328613 }, { "lang": "vi", "score": 0.007357033900916576 }, { "lang": "ru", "score": 0.006707032676786184 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5414560106065538, "iqa_v2_live_min": 0.5414560106065538, "iqa_v2_live_max": 0.5414560106065538, "iqa_v2_csiq_mean": 0.663761556148529, "iqa_v2_csiq_min": 0.663761556148529, "iqa_v2_csiq_max": 0.663761556148529, "iqa_v2_tid2013_mean": 0.4017841021219889, "iqa_v2_tid2013_min": 0.4017841021219889, "iqa_v2_tid2013_max": 0.4017841021219889, "iqa_v2_kadid10k_mean": 0.40673828125, "iqa_v2_kadid10k_min": 0.40673828125, "iqa_v2_kadid10k_max": 0.40673828125, "iqa_v2_flive_mean": 0.6904484912602589, "iqa_v2_flive_min": 0.6904484912602589, "iqa_v2_flive_max": 0.6904484912602589, "iqa_v2_spaq_mean": 0.5088054001933396, "iqa_v2_spaq_min": 0.5088054001933396, "iqa_v2_spaq_max": 0.5088054001933396, "iqa_v2_clive_mean": 0.46857987991487143, "iqa_v2_clive_min": 0.46857987991487143, "iqa_v2_clive_max": 0.46857987991487143, "iqa_v2_koniq10k_mean": 0.6478172841698233, "iqa_v2_koniq10k_min": 0.6478172841698233, "iqa_v2_koniq10k_max": 0.6478172841698233, "imdecont": { "jpg": 0.5730202198028564 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.5730202198028564, "imdecont_mean": 0.5730202198028564, "imdecont_min": 0.5730202198028564, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.515625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.515625, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.515625, "clip_score_dfn_public_prev_turn_only_min": 2.240234375, "clip_score_dfn_public_prev_turn_only_mean": 2.240234375, "clip_score_dfn_public_prev_turn_only_max": 2.240234375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.46875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.46875, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.46875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.21875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.21875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.21875, "clip_score_clip_vitl14_224_next_turn_only_min": 24.921875, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.921875, "clip_score_clip_vitl14_224_next_turn_only_max": 24.921875, "clip_score_dfn_public_next_turn_only_min": 2.2265625, "clip_score_dfn_public_next_turn_only_mean": 2.2265625, "clip_score_dfn_public_next_turn_only_max": 2.2265625, "clip_score_siglip2_b16_224_next_turn_only_min": -0.4375, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.4375, "clip_score_siglip2_b16_224_next_turn_only_max": -0.4375, "clip_score_longclip_vitl14_224_next_turn_only_min": 19.65625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 19.65625, "clip_score_longclip_vitl14_224_next_turn_only_max": 19.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.515625, "clip_score_dfn_public_prev_and_next_turn_min": 2.240234375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.240234375, "clip_score_dfn_public_prev_and_next_turn_max": 2.240234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.46875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.46875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.203125, "im_height": { "jpg": 2023 }, "im_height_mean": 2023.0, "im_height_min": 2023, "im_height_max": 2023, "im_width": { "jpg": 663 }, "im_width_mean": 663.0, "im_width_min": 663, "im_width_max": 663, "im_ar": { "jpg": 0.3277 }, "im_ar_mean": 0.3277, "im_ar_min": 0.3277, "im_ar_max": 0.3277, "im_kilobytes": { "jpg": 3929.44 }, "im_kilobytes_mean": 3929.44, "im_kilobytes_min": 3929.44, "im_kilobytes_max": 3929.44, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 278.21 }, "im_clarity_mean": 278.21, "im_clarity_min": 278.21, "im_clarity_max": 278.21, "im_luma": { "jpg": 206.65 }, "im_luma_mean": 206.65, "im_luma_min": 206.65, "im_luma_max": 206.65, "im_saturation": { "jpg": 66.72 }, "im_saturation_mean": 66.72, "im_saturation_min": 66.72, "im_saturation_max": 66.72, "im_entropy": { "jpg": 1.84 }, "im_entropy_mean": 1.84, "im_entropy_min": 1.84, "im_entropy_max": 1.84, "unifilter_score_qwen2_5_1_5b": 0.1185302734375, "unifilter_score_qwen3_0_6b": 1.4482421875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.999999999989611, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.038905269996418e-11, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 2.8344025717542695e-19, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8563122749328613, "language_detection_annotation_nllb_1_lan": "vi", "language_detection_annotation_nllb_1_score": 0.007357033900916576, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.006707032676786184, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9838936924934387, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.9387620687484741, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9989826083183289, "text_quality_nvidia_edu_nemotron4_score": 2.83203125, "text_quality_nvidia_edu_mixtral_score": 2.630859375, "text_quality_dclmbaseline_fasttext_score": 0.9999058246612549, "text_quality_dolma3_fasttext_score": 0.9999536275863647, "custom_fasttext_val_fasttext_score": 0.0027400851249694824, "custom_fasttext_core_fasttext_score": 8.33272933959961e-05, "custom_fasttext_val_clean_fasttext_score": 0.002541780471801758, "custom_fasttext_core_clean_fasttext_score": 0.0010231733322143555, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.046875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.015625, "within_sample_repetition_detection": 6.0 }, "282": { "detoxify": 1, "length_chars": 1345, "length_tokens": 3909, "length_tokens_text_only": 581, "length_tokens_trainable_only": 444, "length_images": 1, "iqa_live_mean": 0.3506021210641571, "iqa_live_min": 0.3506021210641571, "iqa_live_max": 0.3506021210641571, "iqa_csiq_mean": 0.48300594091415405, "iqa_csiq_min": 0.48300594091415405, "iqa_csiq_max": 0.48300594091415405, "iqa_tid2013_mean": 0.29517602920532227, "iqa_tid2013_min": 0.29517602920532227, "iqa_tid2013_max": 0.29517602920532227, "iqa_kadid10k_mean": 0.3111572265625, "iqa_kadid10k_min": 0.3111572265625, "iqa_kadid10k_max": 0.3111572265625, "iqa_flive_mean": 0.5830858018663195, "iqa_flive_min": 0.5830858018663195, "iqa_flive_max": 0.5830858018663195, "iqa_spaq_mean": 0.23000173857717804, "iqa_spaq_min": 0.23000173857717804, "iqa_spaq_max": 0.23000173857717804, "iqa_clive_mean": 0.3776214676673967, "iqa_clive_min": 0.3776214676673967, "iqa_clive_max": 0.3776214676673967, "iqa_koniq10k_mean": 0.6119903025000987, "iqa_koniq10k_min": 0.6119903025000987, "iqa_koniq10k_max": 0.6119903025000987, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 2.7258904035475474e-21 }, { "lang": "eo", "score": 4.454663844748517e-29 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8667798042297363 }, { "lang": "ko", "score": 0.005958478897809982 }, { "lang": "ru", "score": 0.005224491003900766 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3506021210641571, "iqa_v2_live_min": 0.3506021210641571, "iqa_v2_live_max": 0.3506021210641571, "iqa_v2_csiq_mean": 0.48300594091415405, "iqa_v2_csiq_min": 0.48300594091415405, "iqa_v2_csiq_max": 0.48300594091415405, "iqa_v2_tid2013_mean": 0.29517602920532227, "iqa_v2_tid2013_min": 0.29517602920532227, "iqa_v2_tid2013_max": 0.29517602920532227, "iqa_v2_kadid10k_mean": 0.3111572265625, "iqa_v2_kadid10k_min": 0.3111572265625, "iqa_v2_kadid10k_max": 0.3111572265625, "iqa_v2_flive_mean": 0.5830858018663195, "iqa_v2_flive_min": 0.5830858018663195, "iqa_v2_flive_max": 0.5830858018663195, "iqa_v2_spaq_mean": 0.23000173857717804, "iqa_v2_spaq_min": 0.23000173857717804, "iqa_v2_spaq_max": 0.23000173857717804, "iqa_v2_clive_mean": 0.3776214676673967, "iqa_v2_clive_min": 0.3776214676673967, "iqa_v2_clive_max": 0.3776214676673967, "iqa_v2_koniq10k_mean": 0.6119903025000987, "iqa_v2_koniq10k_min": 0.6119903025000987, "iqa_v2_koniq10k_max": 0.6119903025000987, "imdecont": { "jpg": 0.37008535861968994 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.37008535861968994, "imdecont_mean": 0.37008535861968994, "imdecont_min": 0.37008535861968994, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.296875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.296875, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.296875, "clip_score_dfn_public_prev_turn_only_min": 3.755859375, "clip_score_dfn_public_prev_turn_only_mean": 3.755859375, "clip_score_dfn_public_prev_turn_only_max": 3.755859375, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.765625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.765625, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.765625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.984375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.984375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.984375, "clip_score_clip_vitl14_224_next_turn_only_min": 26.875, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.875, "clip_score_clip_vitl14_224_next_turn_only_max": 26.875, "clip_score_dfn_public_next_turn_only_min": 2.8984375, "clip_score_dfn_public_next_turn_only_mean": 2.8984375, "clip_score_dfn_public_next_turn_only_max": 2.8984375, "clip_score_siglip2_b16_224_next_turn_only_min": -0.5625, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.5625, "clip_score_siglip2_b16_224_next_turn_only_max": -0.5625, "clip_score_longclip_vitl14_224_next_turn_only_min": 27.25, "clip_score_longclip_vitl14_224_next_turn_only_mean": 27.25, "clip_score_longclip_vitl14_224_next_turn_only_max": 27.25, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.296875, "clip_score_dfn_public_prev_and_next_turn_min": 3.755859375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.755859375, "clip_score_dfn_public_prev_and_next_turn_max": 3.755859375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.765625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.765625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.21875, "im_height": { "jpg": 3244 }, "im_height_mean": 3244.0, "im_height_min": 3244, "im_height_max": 3244, "im_width": { "jpg": 2470 }, "im_width_mean": 2470.0, "im_width_min": 2470, "im_width_max": 2470, "im_ar": { "jpg": 0.7614 }, "im_ar_mean": 0.7614, "im_ar_min": 0.7614, "im_ar_max": 0.7614, "im_kilobytes": { "jpg": 23474.65 }, "im_kilobytes_mean": 23474.65, "im_kilobytes_min": 23474.65, "im_kilobytes_max": 23474.65, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 170.29 }, "im_clarity_mean": 170.29, "im_clarity_min": 170.29, "im_clarity_max": 170.29, "im_luma": { "jpg": 230.92 }, "im_luma_mean": 230.92, "im_luma_min": 230.92, "im_luma_max": 230.92, "im_saturation": { "jpg": 28.96 }, "im_saturation_mean": 28.96, "im_saturation_min": 28.96, "im_saturation_max": 28.96, "im_entropy": { "jpg": 1.5 }, "im_entropy_mean": 1.5, "im_entropy_min": 1.5, "im_entropy_max": 1.5, "unifilter_score_qwen2_5_1_5b": 1.4677734375, "unifilter_score_qwen3_0_6b": 0.9599609375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.7258904035475474e-21, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 4.454663844748517e-29, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8667798042297363, "language_detection_annotation_nllb_1_lan": "ko", "language_detection_annotation_nllb_1_score": 0.005958478897809982, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.005224491003900766, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9917661547660828, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7726138234138489, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996470212936401, "text_quality_nvidia_edu_nemotron4_score": 2.185546875, "text_quality_nvidia_edu_mixtral_score": 2.462890625, "text_quality_dclmbaseline_fasttext_score": 0.9998654127120972, "text_quality_dolma3_fasttext_score": 0.9990227222442627, "custom_fasttext_val_fasttext_score": 0.0019226670265197754, "custom_fasttext_core_fasttext_score": 0.00018197298049926758, "custom_fasttext_val_clean_fasttext_score": 0.006742238998413086, "custom_fasttext_core_clean_fasttext_score": 0.00034689903259277344, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.89453125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.8671875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.02734375, "within_sample_repetition_detection": 6.0 }, "259": { "detoxify": 1, "length_chars": 614, "length_tokens": 3593, "length_tokens_text_only": 265, "length_tokens_trainable_only": 172, "length_images": 1, "iqa_live_mean": 0.4520068313136245, "iqa_live_min": 0.4520068313136245, "iqa_live_max": 0.4520068313136245, "iqa_csiq_mean": 0.576969563961029, "iqa_csiq_min": 0.576969563961029, "iqa_csiq_max": 0.576969563961029, "iqa_tid2013_mean": 0.3443296750386556, "iqa_tid2013_min": 0.3443296750386556, "iqa_tid2013_max": 0.3443296750386556, "iqa_kadid10k_mean": 0.5006103515625, "iqa_kadid10k_min": 0.5006103515625, "iqa_kadid10k_max": 0.5006103515625, "iqa_flive_mean": 0.6423244283656881, "iqa_flive_min": 0.6423244283656881, "iqa_flive_max": 0.6423244283656881, "iqa_spaq_mean": 0.3634455517084912, "iqa_spaq_min": 0.3634455517084912, "iqa_spaq_max": 0.3634455517084912, "iqa_clive_mean": 0.34850214948557845, "iqa_clive_min": 0.34850214948557845, "iqa_clive_max": 0.34850214948557845, "iqa_koniq10k_mean": 0.661074859927399, "iqa_koniq10k_min": 0.661074859927399, "iqa_koniq10k_max": 0.661074859927399, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999412111914 }, { "lang": "la", "score": 5.878731062799671e-08 }, { "lang": "de", "score": 1.487337921348137e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8690505623817444 }, { "lang": "ru", "score": 0.00647419597953558 }, { "lang": "es", "score": 0.0055740210227668285 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4520068313136245, "iqa_v2_live_min": 0.4520068313136245, "iqa_v2_live_max": 0.4520068313136245, "iqa_v2_csiq_mean": 0.577091634273529, "iqa_v2_csiq_min": 0.577091634273529, "iqa_v2_csiq_max": 0.577091634273529, "iqa_v2_tid2013_mean": 0.3443296750386556, "iqa_v2_tid2013_min": 0.3443296750386556, "iqa_v2_tid2013_max": 0.3443296750386556, "iqa_v2_kadid10k_mean": 0.5006103515625, "iqa_v2_kadid10k_min": 0.5006103515625, "iqa_v2_kadid10k_max": 0.5006103515625, "iqa_v2_flive_mean": 0.6422751070273044, "iqa_v2_flive_min": 0.6422751070273044, "iqa_v2_flive_max": 0.6422751070273044, "iqa_v2_spaq_mean": 0.3632877234256629, "iqa_v2_spaq_min": 0.3632877234256629, "iqa_v2_spaq_max": 0.3632877234256629, "iqa_v2_clive_mean": 0.34850214948557845, "iqa_v2_clive_min": 0.34850214948557845, "iqa_v2_clive_max": 0.34850214948557845, "iqa_v2_koniq10k_mean": 0.661074859927399, "iqa_v2_koniq10k_min": 0.661074859927399, "iqa_v2_koniq10k_max": 0.661074859927399, "imdecont": { "jpg": 0.6138978600502014 }, "imdecont_image_match": { "jpg": 204629 }, "imdecont_max": 0.6138978600502014, "imdecont_mean": 0.6138978600502014, "imdecont_min": 0.6138978600502014, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.375, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.375, "clip_score_dfn_public_prev_turn_only_min": 3.7109375, "clip_score_dfn_public_prev_turn_only_mean": 3.7109375, "clip_score_dfn_public_prev_turn_only_max": 3.7109375, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.375, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.734375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.734375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.734375, "clip_score_clip_vitl14_224_next_turn_only_min": 25.953125, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.953125, "clip_score_clip_vitl14_224_next_turn_only_max": 25.953125, "clip_score_dfn_public_next_turn_only_min": 1.673828125, "clip_score_dfn_public_next_turn_only_mean": 1.673828125, "clip_score_dfn_public_next_turn_only_max": 1.673828125, "clip_score_siglip2_b16_224_next_turn_only_min": 2.25, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.25, "clip_score_siglip2_b16_224_next_turn_only_max": 2.25, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.046875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.046875, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.21875, "clip_score_dfn_public_prev_and_next_turn_min": 2.828125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.828125, "clip_score_dfn_public_prev_and_next_turn_max": 2.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.515625, "im_height": { "jpg": 2461 }, "im_height_mean": 2461.0, "im_height_min": 2461, "im_height_max": 2461, "im_width": { "jpg": 1850 }, "im_width_mean": 1850.0, "im_width_min": 1850, "im_width_max": 1850, "im_ar": { "jpg": 0.7517 }, "im_ar_mean": 0.7517, "im_ar_min": 0.7517, "im_ar_max": 0.7517, "im_kilobytes": { "jpg": 13338.43 }, "im_kilobytes_mean": 13338.43, "im_kilobytes_min": 13338.43, "im_kilobytes_max": 13338.43, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 183.0 }, "im_clarity_mean": 183.0, "im_clarity_min": 183.0, "im_clarity_max": 183.0, "im_luma": { "jpg": 224.28 }, "im_luma_mean": 224.28, "im_luma_min": 224.28, "im_luma_max": 224.28, "im_saturation": { "jpg": 38.52 }, "im_saturation_mean": 38.52, "im_saturation_min": 38.52, "im_saturation_max": 38.52, "im_entropy": { "jpg": 1.84 }, "im_entropy_mean": 1.84, "im_entropy_min": 1.84, "im_entropy_max": 1.84, "unifilter_score_qwen2_5_1_5b": -1.2431640625, "unifilter_score_qwen3_0_6b": 0.5673828125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999412111914, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 5.878731062799671e-08, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 1.487337921348137e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8690505623817444, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.00647419597953558, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.0055740210227668285, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9909538626670837, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6798813939094543, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999528169631958, "text_quality_nvidia_edu_nemotron4_score": 2.2734375, "text_quality_nvidia_edu_mixtral_score": 2.115234375, "text_quality_dclmbaseline_fasttext_score": 0.9997339844703674, "text_quality_dolma3_fasttext_score": 0.9986302852630615, "custom_fasttext_val_fasttext_score": 0.0014328360557556152, "custom_fasttext_core_fasttext_score": 3.7789344787597656e-05, "custom_fasttext_val_clean_fasttext_score": 0.006096065044403076, "custom_fasttext_core_clean_fasttext_score": 0.0023384690284729004, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.34375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.3046875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0390625, "within_sample_repetition_detection": 7.0 }, "284": { "detoxify": 1, "length_chars": 1117, "length_tokens": 2307, "length_tokens_text_only": 515, "length_tokens_trainable_only": 377, "length_images": 1, "iqa_live_mean": 0.3862713515156446, "iqa_live_min": 0.3862713515156446, "iqa_live_max": 0.3862713515156446, "iqa_csiq_mean": 0.548710286617279, "iqa_csiq_min": 0.548710286617279, "iqa_csiq_max": 0.548710286617279, "iqa_tid2013_mean": 0.33206839031643337, "iqa_tid2013_min": 0.33206839031643337, "iqa_tid2013_max": 0.33206839031643337, "iqa_kadid10k_mean": 0.3411865234375, "iqa_kadid10k_min": 0.3411865234375, "iqa_kadid10k_max": 0.3411865234375, "iqa_flive_mean": 0.628155640881471, "iqa_flive_min": 0.628155640881471, "iqa_flive_max": 0.628155640881471, "iqa_spaq_mean": 0.3336160062539457, "iqa_spaq_min": 0.3336160062539457, "iqa_spaq_max": 0.3336160062539457, "iqa_clive_mean": 0.3741492454451744, "iqa_clive_min": 0.3741492454451744, "iqa_clive_max": 0.3741492454451744, "iqa_koniq10k_mean": 0.597627928762725, "iqa_koniq10k_min": 0.597627928762725, "iqa_koniq10k_max": 0.597627928762725, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999878211 }, { "lang": "la", "score": 1.2178959255661877e-11 }, { "lang": "eo", "score": 3.6516961083958973e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8269378542900085 }, { "lang": "ja", "score": 0.006205559242516756 }, { "lang": "ko", "score": 0.00620265444740653 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3862713515156446, "iqa_v2_live_min": 0.3862713515156446, "iqa_v2_live_max": 0.3862713515156446, "iqa_v2_csiq_mean": 0.548710286617279, "iqa_v2_csiq_min": 0.548710286617279, "iqa_v2_csiq_max": 0.548710286617279, "iqa_v2_tid2013_mean": 0.33206839031643337, "iqa_v2_tid2013_min": 0.33206839031643337, "iqa_v2_tid2013_max": 0.33206839031643337, "iqa_v2_kadid10k_mean": 0.3411865234375, "iqa_v2_kadid10k_min": 0.3411865234375, "iqa_v2_kadid10k_max": 0.3411865234375, "iqa_v2_flive_mean": 0.628155640881471, "iqa_v2_flive_min": 0.628155640881471, "iqa_v2_flive_max": 0.628155640881471, "iqa_v2_spaq_mean": 0.3336160062539457, "iqa_v2_spaq_min": 0.3336160062539457, "iqa_v2_spaq_max": 0.3336160062539457, "iqa_v2_clive_mean": 0.3741492454451744, "iqa_v2_clive_min": 0.3741492454451744, "iqa_v2_clive_max": 0.3741492454451744, "iqa_v2_koniq10k_mean": 0.597627928762725, "iqa_v2_koniq10k_min": 0.597627928762725, "iqa_v2_koniq10k_max": 0.597627928762725, "imdecont": { "jpg": 0.4973549246788025 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.4973549246788025, "imdecont_mean": 0.4973549246788025, "imdecont_min": 0.4973549246788025, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.34375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.34375, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.34375, "clip_score_dfn_public_prev_turn_only_min": 2.955078125, "clip_score_dfn_public_prev_turn_only_mean": 2.955078125, "clip_score_dfn_public_prev_turn_only_max": 2.955078125, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.75, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.75, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.75, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.34375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.34375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.34375, "clip_score_clip_vitl14_224_next_turn_only_min": 21.640625, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.640625, "clip_score_clip_vitl14_224_next_turn_only_max": 21.640625, "clip_score_dfn_public_next_turn_only_min": 1.986328125, "clip_score_dfn_public_next_turn_only_mean": 1.986328125, "clip_score_dfn_public_next_turn_only_max": 1.986328125, "clip_score_siglip2_b16_224_next_turn_only_min": 0.3125, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.3125, "clip_score_siglip2_b16_224_next_turn_only_max": 0.3125, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.859375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.859375, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.34375, "clip_score_dfn_public_prev_and_next_turn_min": 2.955078125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.955078125, "clip_score_dfn_public_prev_and_next_turn_max": 2.955078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.75, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.75, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.328125, "im_height": { "jpg": 1991 }, "im_height_mean": 1991.0, "im_height_min": 1991, "im_height_max": 1991, "im_width": { "jpg": 3208 }, "im_width_mean": 3208.0, "im_width_min": 3208, "im_width_max": 3208, "im_ar": { "jpg": 1.6113 }, "im_ar_mean": 1.6113, "im_ar_min": 1.6113, "im_ar_max": 1.6113, "im_kilobytes": { "jpg": 18712.29 }, "im_kilobytes_mean": 18712.29, "im_kilobytes_min": 18712.29, "im_kilobytes_max": 18712.29, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 162.58 }, "im_clarity_mean": 162.58, "im_clarity_min": 162.58, "im_clarity_max": 162.58, "im_luma": { "jpg": 224.21 }, "im_luma_mean": 224.21, "im_luma_min": 224.21, "im_luma_max": 224.21, "im_saturation": { "jpg": 44.0 }, "im_saturation_mean": 44.0, "im_saturation_min": 44.0, "im_saturation_max": 44.0, "im_entropy": { "jpg": 1.75 }, "im_entropy_mean": 1.75, "im_entropy_min": 1.75, "im_entropy_max": 1.75, "unifilter_score_qwen2_5_1_5b": 0.6142578125, "unifilter_score_qwen3_0_6b": 1.296875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999878211, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.2178959255661877e-11, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 3.6516961083958973e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8269378542900085, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.006205559242516756, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.00620265444740653, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9942992925643921, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6743801832199097, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997178912162781, "text_quality_nvidia_edu_nemotron4_score": 1.9345703125, "text_quality_nvidia_edu_mixtral_score": 1.681640625, "text_quality_dclmbaseline_fasttext_score": 0.9999865293502808, "text_quality_dolma3_fasttext_score": 0.9999721050262451, "custom_fasttext_val_fasttext_score": 0.0017657876014709473, "custom_fasttext_core_fasttext_score": 0.00014829635620117188, "custom_fasttext_val_clean_fasttext_score": 0.0020307302474975586, "custom_fasttext_core_clean_fasttext_score": 0.00019723176956176758, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.0078125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.0859375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.078125, "within_sample_repetition_detection": 7.0 }, "309": { "detoxify": 1, "length_chars": 573, "length_tokens": 2007, "length_tokens_text_only": 215, "length_tokens_trainable_only": 131, "length_images": 1, "iqa_live_mean": 0.5500379234853416, "iqa_live_min": 0.5500379234853416, "iqa_live_max": 0.5500379234853416, "iqa_csiq_mean": 0.650822103023529, "iqa_csiq_min": 0.650822103023529, "iqa_csiq_max": 0.650822103023529, "iqa_tid2013_mean": 0.4222919146219889, "iqa_tid2013_min": 0.4222919146219889, "iqa_tid2013_max": 0.4222919146219889, "iqa_kadid10k_mean": 0.537353515625, "iqa_kadid10k_min": 0.537353515625, "iqa_kadid10k_max": 0.537353515625, "iqa_flive_mean": 0.6392800687539457, "iqa_flive_min": 0.6392800687539457, "iqa_flive_max": 0.6392800687539457, "iqa_spaq_mean": 0.4909782024345013, "iqa_spaq_min": 0.4909782024345013, "iqa_spaq_max": 0.4909782024345013, "iqa_clive_mean": 0.4377540434249724, "iqa_clive_min": 0.4377540434249724, "iqa_clive_max": 0.4377540434249724, "iqa_koniq10k_mean": 0.680014253866793, "iqa_koniq10k_min": 0.680014253866793, "iqa_koniq10k_max": 0.680014253866793, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 2.0551176930457295e-22 }, { "lang": "de", "score": 3.436964016525901e-24 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8991540670394897 }, { "lang": "ru", "score": 0.005180072970688343 }, { "lang": "id", "score": 0.0037461251486092806 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5500379234853416, "iqa_v2_live_min": 0.5500379234853416, "iqa_v2_live_max": 0.5500379234853416, "iqa_v2_csiq_mean": 0.650822103023529, "iqa_v2_csiq_min": 0.650822103023529, "iqa_v2_csiq_max": 0.650822103023529, "iqa_v2_tid2013_mean": 0.4222376611497667, "iqa_v2_tid2013_min": 0.4222376611497667, "iqa_v2_tid2013_max": 0.4222376611497667, "iqa_v2_kadid10k_mean": 0.537353515625, "iqa_v2_kadid10k_min": 0.537353515625, "iqa_v2_kadid10k_max": 0.537353515625, "iqa_v2_flive_mean": 0.6392813017874054, "iqa_v2_flive_min": 0.6392813017874054, "iqa_v2_flive_max": 0.6392813017874054, "iqa_v2_spaq_mean": 0.4909757363675821, "iqa_v2_spaq_min": 0.4909757363675821, "iqa_v2_spaq_max": 0.4909757363675821, "iqa_v2_clive_mean": 0.4377540434249724, "iqa_v2_clive_min": 0.4377540434249724, "iqa_v2_clive_max": 0.4377540434249724, "iqa_v2_koniq10k_mean": 0.680014253866793, "iqa_v2_koniq10k_min": 0.680014253866793, "iqa_v2_koniq10k_max": 0.680014253866793, "imdecont": { "jpg": 0.502871036529541 }, "imdecont_image_match": { "jpg": 175635 }, "imdecont_max": 0.502871036529541, "imdecont_mean": 0.502871036529541, "imdecont_min": 0.502871036529541, "clip_score_clip_vitl14_224_prev_turn_only_min": 31.15625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 31.15625, "clip_score_clip_vitl14_224_prev_turn_only_max": 31.15625, "clip_score_dfn_public_prev_turn_only_min": 4.265625, "clip_score_dfn_public_prev_turn_only_mean": 4.265625, "clip_score_dfn_public_prev_turn_only_max": 4.265625, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.421875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.421875, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.421875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 31.90625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 31.90625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 31.90625, "clip_score_clip_vitl14_224_next_turn_only_min": 31.171875, "clip_score_clip_vitl14_224_next_turn_only_mean": 31.171875, "clip_score_clip_vitl14_224_next_turn_only_max": 31.171875, "clip_score_dfn_public_next_turn_only_min": 4.1328125, "clip_score_dfn_public_next_turn_only_mean": 4.1328125, "clip_score_dfn_public_next_turn_only_max": 4.1328125, "clip_score_siglip2_b16_224_next_turn_only_min": 3.703125, "clip_score_siglip2_b16_224_next_turn_only_mean": 3.703125, "clip_score_siglip2_b16_224_next_turn_only_max": 3.703125, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.984375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.984375, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 31.125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 31.125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 31.125, "clip_score_dfn_public_prev_and_next_turn_min": 5.03125, "clip_score_dfn_public_prev_and_next_turn_mean": 5.03125, "clip_score_dfn_public_prev_and_next_turn_max": 5.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.203125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.203125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.734375, "im_height": { "jpg": 1311 }, "im_height_mean": 1311.0, "im_height_min": 1311, "im_height_max": 1311, "im_width": { "jpg": 1917 }, "im_width_mean": 1917.0, "im_width_min": 1917, "im_width_max": 1917, "im_ar": { "jpg": 1.4622 }, "im_ar_mean": 1.4622, "im_ar_min": 1.4622, "im_ar_max": 1.4622, "im_kilobytes": { "jpg": 7362.85 }, "im_kilobytes_mean": 7362.85, "im_kilobytes_min": 7362.85, "im_kilobytes_max": 7362.85, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 227.9 }, "im_clarity_mean": 227.9, "im_clarity_min": 227.9, "im_clarity_max": 227.9, "im_luma": { "jpg": 231.35 }, "im_luma_mean": 231.35, "im_luma_min": 231.35, "im_luma_max": 231.35, "im_saturation": { "jpg": 44.23 }, "im_saturation_mean": 44.23, "im_saturation_min": 44.23, "im_saturation_max": 44.23, "im_entropy": { "jpg": 1.7 }, "im_entropy_mean": 1.7, "im_entropy_min": 1.7, "im_entropy_max": 1.7, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.0551176930457295e-22, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 3.436964016525901e-24, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8991540670394897, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005180072970688343, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.0037461251486092806, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.986369252204895, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.7542915344238281, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.999103844165802, "text_quality_nvidia_edu_nemotron4_score": 2.271484375, "text_quality_nvidia_edu_mixtral_score": 2.18359375, "text_quality_dclmbaseline_fasttext_score": 0.8807606101036072, "text_quality_dolma3_fasttext_score": 0.9561766982078552, "custom_fasttext_val_fasttext_score": 0.0014421343803405762, "custom_fasttext_core_fasttext_score": 4.6253204345703125e-05, "custom_fasttext_val_clean_fasttext_score": 0.0036788582801818848, "custom_fasttext_core_clean_fasttext_score": 0.0001869797706604004, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.671875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.84375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.171875, "within_sample_repetition_detection": 7.0 }, "303": { "detoxify": 1, "length_chars": 576, "length_tokens": 3075, "length_tokens_text_only": 259, "length_tokens_trainable_only": 145, "length_images": 1, "iqa_live_mean": 0.26142914126617733, "iqa_live_min": 0.26142914126617733, "iqa_live_max": 0.26142914126617733, "iqa_csiq_mean": 0.44527095556259155, "iqa_csiq_min": 0.44527095556259155, "iqa_csiq_max": 0.44527095556259155, "iqa_tid2013_mean": 0.26880884170532227, "iqa_tid2013_min": 0.26880884170532227, "iqa_tid2013_max": 0.26880884170532227, "iqa_kadid10k_mean": 0.1632080078125, "iqa_kadid10k_min": 0.1632080078125, "iqa_kadid10k_max": 0.1632080078125, "iqa_flive_mean": 0.5890043624723801, "iqa_flive_min": 0.5890043624723801, "iqa_flive_max": 0.5890043624723801, "iqa_spaq_mean": 0.30938936483980434, "iqa_spaq_min": 0.30938936483980434, "iqa_spaq_max": 0.30938936483980434, "iqa_clive_mean": 0.3578140181724472, "iqa_clive_min": 0.3578140181724472, "iqa_clive_max": 0.3578140181724472, "iqa_koniq10k_mean": 0.4899890398738361, "iqa_koniq10k_min": 0.4899890398738361, "iqa_koniq10k_max": 0.4899890398738361, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999995265247 }, { "lang": "la", "score": 4.7301251073202e-10 }, { "lang": "es", "score": 4.62300890197056e-13 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.744422435760498 }, { "lang": "es", "score": 0.015772677958011627 }, { "lang": "fa", "score": 0.011671705171465874 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.26142914126617733, "iqa_v2_live_min": 0.26142914126617733, "iqa_v2_live_max": 0.26142914126617733, "iqa_v2_csiq_mean": 0.44527095556259155, "iqa_v2_csiq_min": 0.44527095556259155, "iqa_v2_csiq_max": 0.44527095556259155, "iqa_v2_tid2013_mean": 0.26880884170532227, "iqa_v2_tid2013_min": 0.26880884170532227, "iqa_v2_tid2013_max": 0.26880884170532227, "iqa_v2_kadid10k_mean": 0.1632080078125, "iqa_v2_kadid10k_min": 0.1632080078125, "iqa_v2_kadid10k_max": 0.1632080078125, "iqa_v2_flive_mean": 0.5890043624723801, "iqa_v2_flive_min": 0.5890043624723801, "iqa_v2_flive_max": 0.5890043624723801, "iqa_v2_spaq_mean": 0.30938936483980434, "iqa_v2_spaq_min": 0.30938936483980434, "iqa_v2_spaq_max": 0.30938936483980434, "iqa_v2_clive_mean": 0.3578140181724472, "iqa_v2_clive_min": 0.3578140181724472, "iqa_v2_clive_max": 0.3578140181724472, "iqa_v2_koniq10k_mean": 0.4899890398738361, "iqa_v2_koniq10k_min": 0.4899890398738361, "iqa_v2_koniq10k_max": 0.4899890398738361, "imdecont": { "jpg": 0.5243266820907593 }, "imdecont_image_match": { "jpg": 88846 }, "imdecont_max": 0.5243266820907593, "imdecont_mean": 0.5243266820907593, "imdecont_min": 0.5243266820907593, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.6875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.6875, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.6875, "clip_score_dfn_public_prev_turn_only_min": 3.755859375, "clip_score_dfn_public_prev_turn_only_mean": 3.755859375, "clip_score_dfn_public_prev_turn_only_max": 3.755859375, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.9296875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.9296875, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.9296875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.8125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.8125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.8125, "clip_score_clip_vitl14_224_next_turn_only_min": 25.609375, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.609375, "clip_score_clip_vitl14_224_next_turn_only_max": 25.609375, "clip_score_dfn_public_next_turn_only_min": 3.986328125, "clip_score_dfn_public_next_turn_only_mean": 3.986328125, "clip_score_dfn_public_next_turn_only_max": 3.986328125, "clip_score_siglip2_b16_224_next_turn_only_min": 2.21875, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.21875, "clip_score_siglip2_b16_224_next_turn_only_max": 2.21875, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.453125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.453125, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.453125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.1875, "clip_score_dfn_public_prev_and_next_turn_min": 3.724609375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.724609375, "clip_score_dfn_public_prev_and_next_turn_max": 3.724609375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.453125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.453125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.453125, "im_height": { "jpg": 782 }, "im_height_mean": 782.0, "im_height_min": 782, "im_height_max": 782, "im_width": { "jpg": 1878 }, "im_width_mean": 1878.0, "im_width_min": 1878, "im_width_max": 1878, "im_ar": { "jpg": 2.4015 }, "im_ar_mean": 2.4015, "im_ar_min": 2.4015, "im_ar_max": 2.4015, "im_kilobytes": { "jpg": 4302.53 }, "im_kilobytes_mean": 4302.53, "im_kilobytes_min": 4302.53, "im_kilobytes_max": 4302.53, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 431.23 }, "im_clarity_mean": 431.23, "im_clarity_min": 431.23, "im_clarity_max": 431.23, "im_luma": { "jpg": 232.53 }, "im_luma_mean": 232.53, "im_luma_min": 232.53, "im_luma_max": 232.53, "im_saturation": { "jpg": 108.37 }, "im_saturation_mean": 108.37, "im_saturation_min": 108.37, "im_saturation_max": 108.37, "im_entropy": { "jpg": 1.24 }, "im_entropy_mean": 1.24, "im_entropy_min": 1.24, "im_entropy_max": 1.24, "unifilter_score_qwen2_5_1_5b": -4.125, "unifilter_score_qwen3_0_6b": -0.943359375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999995265247, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 4.7301251073202e-10, "language_detection_annotation_lingua_2_lan": "es", "language_detection_annotation_lingua_2_score": 4.62300890197056e-13, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.744422435760498, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.015772677958011627, "language_detection_annotation_nllb_2_lan": "fa", "language_detection_annotation_nllb_2_score": 0.011671705171465874, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9851492643356323, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.47266462445259094, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9996299743652344, "text_quality_nvidia_edu_nemotron4_score": 2.0625, "text_quality_nvidia_edu_mixtral_score": 2.08203125, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.004631102085113525, "custom_fasttext_core_fasttext_score": 0.00021415948867797852, "custom_fasttext_val_clean_fasttext_score": 0.009792923927307129, "custom_fasttext_core_clean_fasttext_score": 0.003114461898803711, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.640625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.5703125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0703125, "within_sample_repetition_detection": 7.0 }, "285": { "detoxify": 1, "length_chars": 789, "length_tokens": 2680, "length_tokens_text_only": 377, "length_tokens_trainable_only": 311, "length_images": 1, "iqa_live_mean": 0.3075149998520359, "iqa_live_min": 0.3075149998520359, "iqa_live_max": 0.3075149998520359, "iqa_csiq_mean": 0.45807307958602905, "iqa_csiq_min": 0.45807307958602905, "iqa_csiq_max": 0.45807307958602905, "iqa_tid2013_mean": 0.24873505698310003, "iqa_tid2013_min": 0.24873505698310003, "iqa_tid2013_max": 0.24873505698310003, "iqa_kadid10k_mean": 0.1702880859375, "iqa_kadid10k_min": 0.1702880859375, "iqa_kadid10k_max": 0.1702880859375, "iqa_flive_mean": 0.5805210922703599, "iqa_flive_min": 0.5805210922703599, "iqa_flive_max": 0.5805210922703599, "iqa_spaq_mean": 0.23426310221354169, "iqa_spaq_min": 0.23426310221354169, "iqa_spaq_max": 0.23426310221354169, "iqa_clive_mean": 0.3262483616067906, "iqa_clive_min": 0.3262483616067906, "iqa_clive_max": 0.3262483616067906, "iqa_koniq10k_mean": 0.6258791913889876, "iqa_koniq10k_min": 0.6258791913889876, "iqa_koniq10k_max": 0.6258791913889876, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.999999986669405 }, { "lang": "la", "score": 1.3330585427268737e-08 }, { "lang": "tl", "score": 6.411881966800097e-15 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7999308705329895 }, { "lang": "it", "score": 0.008392390795052052 }, { "lang": "ru", "score": 0.00766978831961751 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3073571715692076, "iqa_v2_live_min": 0.3073571715692076, "iqa_v2_live_max": 0.3073571715692076, "iqa_v2_csiq_mean": 0.45807307958602905, "iqa_v2_csiq_min": 0.45807307958602905, "iqa_v2_csiq_max": 0.45807307958602905, "iqa_v2_tid2013_mean": 0.24873505698310003, "iqa_v2_tid2013_min": 0.24873505698310003, "iqa_v2_tid2013_max": 0.24873505698310003, "iqa_v2_kadid10k_mean": 0.1702880859375, "iqa_v2_kadid10k_min": 0.1702880859375, "iqa_v2_kadid10k_max": 0.1702880859375, "iqa_v2_flive_mean": 0.5804816351996528, "iqa_v2_flive_min": 0.5804816351996528, "iqa_v2_flive_max": 0.5804816351996528, "iqa_v2_spaq_mean": 0.23426310221354169, "iqa_v2_spaq_min": 0.23426310221354169, "iqa_v2_spaq_max": 0.23426310221354169, "iqa_v2_clive_mean": 0.3262483616067906, "iqa_v2_clive_min": 0.3262483616067906, "iqa_v2_clive_max": 0.3262483616067906, "iqa_v2_koniq10k_mean": 0.6260370196718159, "iqa_v2_koniq10k_min": 0.6260370196718159, "iqa_v2_koniq10k_max": 0.6260370196718159, "imdecont": { "jpg": 0.6952579021453857 }, "imdecont_image_match": { "jpg": 177701 }, "imdecont_max": 0.6952579021453857, "imdecont_mean": 0.6952579021453857, "imdecont_min": 0.6952579021453857, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.765625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.765625, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.765625, "clip_score_dfn_public_prev_turn_only_min": 3.3203125, "clip_score_dfn_public_prev_turn_only_mean": 3.3203125, "clip_score_dfn_public_prev_turn_only_max": 3.3203125, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.046875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.046875, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.046875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.421875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.421875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.421875, "clip_score_clip_vitl14_224_next_turn_only_min": 26.953125, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.953125, "clip_score_clip_vitl14_224_next_turn_only_max": 26.953125, "clip_score_dfn_public_next_turn_only_min": 4.24609375, "clip_score_dfn_public_next_turn_only_mean": 4.24609375, "clip_score_dfn_public_next_turn_only_max": 4.24609375, "clip_score_siglip2_b16_224_next_turn_only_min": -1.734375, "clip_score_siglip2_b16_224_next_turn_only_mean": -1.734375, "clip_score_siglip2_b16_224_next_turn_only_max": -1.734375, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.03125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.03125, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.484375, "clip_score_dfn_public_prev_and_next_turn_min": 4.21875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.21875, "clip_score_dfn_public_prev_and_next_turn_max": 4.21875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.8125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.8125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.8125, "im_height": { "jpg": 3317 }, "im_height_mean": 3317.0, "im_height_min": 3317, "im_height_max": 3317, "im_width": { "jpg": 1696 }, "im_width_mean": 1696.0, "im_width_min": 1696, "im_width_max": 1696, "im_ar": { "jpg": 0.5113 }, "im_ar_mean": 0.5113, "im_ar_min": 0.5113, "im_ar_max": 0.5113, "im_kilobytes": { "jpg": 16481.34 }, "im_kilobytes_mean": 16481.34, "im_kilobytes_min": 16481.34, "im_kilobytes_max": 16481.34, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 215.17 }, "im_clarity_mean": 215.17, "im_clarity_min": 215.17, "im_clarity_max": 215.17, "im_luma": { "jpg": 236.53 }, "im_luma_mean": 236.53, "im_luma_min": 236.53, "im_luma_max": 236.53, "im_saturation": { "jpg": 74.96 }, "im_saturation_mean": 74.96, "im_saturation_min": 74.96, "im_saturation_max": 74.96, "im_entropy": { "jpg": 1.87 }, "im_entropy_mean": 1.87, "im_entropy_min": 1.87, "im_entropy_max": 1.87, "unifilter_score_qwen2_5_1_5b": 0.267578125, "unifilter_score_qwen3_0_6b": -0.424560546875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.999999986669405, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.3330585427268737e-08, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 6.411881966800097e-15, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7999308705329895, "language_detection_annotation_nllb_1_lan": "it", "language_detection_annotation_nllb_1_score": 0.008392390795052052, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.00766978831961751, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.991287887096405, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.49868643283843994, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997690320014954, "text_quality_nvidia_edu_nemotron4_score": 2.32421875, "text_quality_nvidia_edu_mixtral_score": 2.04296875, "text_quality_dclmbaseline_fasttext_score": 0.9999796152114868, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0020419955253601074, "custom_fasttext_core_fasttext_score": 0.00010478496551513672, "custom_fasttext_val_clean_fasttext_score": 0.015341460704803467, "custom_fasttext_core_clean_fasttext_score": 0.005394876003265381, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 0.91796875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 0.9296875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.01171875, "within_sample_repetition_detection": 7.0 }, "300": { "detoxify": 1, "length_chars": 308, "length_tokens": 3476, "length_tokens_text_only": 148, "length_tokens_trainable_only": 83, "length_images": 1, "iqa_live_mean": 0.46340992474796794, "iqa_live_min": 0.46340992474796794, "iqa_live_max": 0.46340992474796794, "iqa_csiq_mean": 0.593326985836029, "iqa_csiq_min": 0.593326985836029, "iqa_csiq_max": 0.593326985836029, "iqa_tid2013_mean": 0.3497550222608778, "iqa_tid2013_min": 0.3497550222608778, "iqa_tid2013_max": 0.3497550222608778, "iqa_kadid10k_mean": 0.3804931640625, "iqa_kadid10k_min": 0.3804931640625, "iqa_kadid10k_max": 0.3804931640625, "iqa_flive_mean": 0.6409267849392362, "iqa_flive_min": 0.6409267849392362, "iqa_flive_max": 0.6409267849392362, "iqa_spaq_mean": 0.37575615776909727, "iqa_spaq_min": 0.37575615776909727, "iqa_spaq_max": 0.37575615776909727, "iqa_clive_mean": 0.41968270504113403, "iqa_clive_min": 0.41968270504113403, "iqa_clive_max": 0.41968270504113403, "iqa_koniq10k_mean": 0.674963748816288, "iqa_koniq10k_min": 0.674963748816288, "iqa_koniq10k_max": 0.674963748816288, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999992909118 }, { "lang": "la", "score": 7.043422446097347e-10 }, { "lang": "de", "score": 4.606902078588914e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8199192881584167 }, { "lang": "fr", "score": 0.01105277705937624 }, { "lang": "vi", "score": 0.0073723699897527695 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.46340992474796794, "iqa_v2_live_min": 0.46340992474796794, "iqa_v2_live_max": 0.46340992474796794, "iqa_v2_csiq_mean": 0.593326985836029, "iqa_v2_csiq_min": 0.593326985836029, "iqa_v2_csiq_max": 0.593326985836029, "iqa_v2_tid2013_mean": 0.34986352920532227, "iqa_v2_tid2013_min": 0.34986352920532227, "iqa_v2_tid2013_max": 0.34986352920532227, "iqa_v2_kadid10k_mean": 0.3804931640625, "iqa_v2_kadid10k_min": 0.3804931640625, "iqa_v2_kadid10k_max": 0.3804931640625, "iqa_v2_flive_mean": 0.6408823957346907, "iqa_v2_flive_min": 0.6408823957346907, "iqa_v2_flive_max": 0.6408823957346907, "iqa_v2_spaq_mean": 0.3756772436276831, "iqa_v2_spaq_min": 0.3756772436276831, "iqa_v2_spaq_max": 0.3756772436276831, "iqa_v2_clive_mean": 0.4197616191825482, "iqa_v2_clive_min": 0.4197616191825482, "iqa_v2_clive_max": 0.4197616191825482, "iqa_v2_koniq10k_mean": 0.674963748816288, "iqa_v2_koniq10k_min": 0.674963748816288, "iqa_v2_koniq10k_max": 0.674963748816288, "imdecont": { "jpg": 0.5885592699050903 }, "imdecont_image_match": { "jpg": 206265 }, "imdecont_max": 0.5885592699050903, "imdecont_mean": 0.5885592699050903, "imdecont_min": 0.5885592699050903, "clip_score_clip_vitl14_224_prev_turn_only_min": 23.875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 23.875, "clip_score_clip_vitl14_224_prev_turn_only_max": 23.875, "clip_score_dfn_public_prev_turn_only_min": 1.9111328125, "clip_score_dfn_public_prev_turn_only_mean": 1.9111328125, "clip_score_dfn_public_prev_turn_only_max": 1.9111328125, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.9453125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.9453125, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.9453125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.296875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.296875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.296875, "clip_score_clip_vitl14_224_next_turn_only_min": 30.046875, "clip_score_clip_vitl14_224_next_turn_only_mean": 30.046875, "clip_score_clip_vitl14_224_next_turn_only_max": 30.046875, "clip_score_dfn_public_next_turn_only_min": 4.9609375, "clip_score_dfn_public_next_turn_only_mean": 4.9609375, "clip_score_dfn_public_next_turn_only_max": 4.9609375, "clip_score_siglip2_b16_224_next_turn_only_min": 2.953125, "clip_score_siglip2_b16_224_next_turn_only_mean": 2.953125, "clip_score_siglip2_b16_224_next_turn_only_max": 2.953125, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.75, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.75, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.75, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 31.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 31.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 31.03125, "clip_score_dfn_public_prev_and_next_turn_min": 4.30078125, "clip_score_dfn_public_prev_and_next_turn_mean": 4.30078125, "clip_score_dfn_public_prev_and_next_turn_max": 4.30078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.234375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.234375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.234375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.296875, "im_height": { "jpg": 1568 }, "im_height_mean": 1568.0, "im_height_min": 1568, "im_height_max": 1568, "im_width": { "jpg": 1235 }, "im_width_mean": 1235.0, "im_width_min": 1235, "im_width_max": 1235, "im_ar": { "jpg": 0.7876 }, "im_ar_mean": 0.7876, "im_ar_min": 0.7876, "im_ar_max": 0.7876, "im_kilobytes": { "jpg": 5673.28 }, "im_kilobytes_mean": 5673.28, "im_kilobytes_min": 5673.28, "im_kilobytes_max": 5673.28, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 231.36 }, "im_clarity_mean": 231.36, "im_clarity_min": 231.36, "im_clarity_max": 231.36, "im_luma": { "jpg": 245.79 }, "im_luma_mean": 245.79, "im_luma_min": 245.79, "im_luma_max": 245.79, "im_saturation": { "jpg": 55.91 }, "im_saturation_mean": 55.91, "im_saturation_min": 55.91, "im_saturation_max": 55.91, "im_entropy": { "jpg": 1.35 }, "im_entropy_mean": 1.35, "im_entropy_min": 1.35, "im_entropy_max": 1.35, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999992909118, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 7.043422446097347e-10, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 4.606902078588914e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8199192881584167, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.01105277705937624, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.0073723699897527695, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9917357563972473, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.4675368666648865, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9995003938674927, "text_quality_nvidia_edu_nemotron4_score": 2.44140625, "text_quality_nvidia_edu_mixtral_score": 2.23828125, "text_quality_dclmbaseline_fasttext_score": 0.9998281598091125, "text_quality_dolma3_fasttext_score": 0.9974567890167236, "custom_fasttext_val_fasttext_score": 0.00138777494430542, "custom_fasttext_core_fasttext_score": 2.2649765014648438e-05, "custom_fasttext_val_clean_fasttext_score": 0.0011009573936462402, "custom_fasttext_core_clean_fasttext_score": 0.000962376594543457, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.328125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.109375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.21875, "within_sample_repetition_detection": 8.0 }, "311": { "detoxify": 1, "length_chars": 890, "length_tokens": 1627, "length_tokens_text_only": 347, "length_tokens_trainable_only": 232, "length_images": 1, "iqa_live_mean": 0.5195487051299124, "iqa_live_min": 0.5195487051299124, "iqa_live_max": 0.5195487051299124, "iqa_csiq_mean": 0.672428548336029, "iqa_csiq_min": 0.672428548336029, "iqa_csiq_max": 0.672428548336029, "iqa_tid2013_mean": 0.41605276531643337, "iqa_tid2013_min": 0.41605276531643337, "iqa_tid2013_max": 0.41605276531643337, "iqa_kadid10k_mean": 0.4791259765625, "iqa_kadid10k_min": 0.4791259765625, "iqa_kadid10k_max": 0.4791259765625, "iqa_flive_mean": 0.6953411680279357, "iqa_flive_min": 0.6953411680279357, "iqa_flive_max": 0.6953411680279357, "iqa_spaq_mean": 0.4787489765822286, "iqa_spaq_min": 0.4787489765822286, "iqa_spaq_max": 0.4787489765822286, "iqa_clive_mean": 0.4549178691825482, "iqa_clive_min": 0.4549178691825482, "iqa_clive_max": 0.4549178691825482, "iqa_koniq10k_mean": 0.7033728397253789, "iqa_koniq10k_min": 0.7033728397253789, "iqa_koniq10k_max": 0.7033728397253789, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 5.131483896671871e-21 }, { "lang": "fr", "score": 3.0691469747852248e-24 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9141271710395813 }, { "lang": "ru", "score": 0.0034559303894639015 }, { "lang": "ro", "score": 0.003300322452560067 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5195487051299124, "iqa_v2_live_min": 0.5195487051299124, "iqa_v2_live_max": 0.5195487051299124, "iqa_v2_csiq_mean": 0.672428548336029, "iqa_v2_csiq_min": 0.672428548336029, "iqa_v2_csiq_max": 0.672428548336029, "iqa_v2_tid2013_mean": 0.41605276531643337, "iqa_v2_tid2013_min": 0.41605276531643337, "iqa_v2_tid2013_max": 0.41605276531643337, "iqa_v2_kadid10k_mean": 0.4791259765625, "iqa_v2_kadid10k_min": 0.4791259765625, "iqa_v2_kadid10k_max": 0.4791259765625, "iqa_v2_flive_mean": 0.6953411680279357, "iqa_v2_flive_min": 0.6953411680279357, "iqa_v2_flive_max": 0.6953411680279357, "iqa_v2_spaq_mean": 0.4787489765822286, "iqa_v2_spaq_min": 0.4787489765822286, "iqa_v2_spaq_max": 0.4787489765822286, "iqa_v2_clive_mean": 0.4549178691825482, "iqa_v2_clive_min": 0.4549178691825482, "iqa_v2_clive_max": 0.4549178691825482, "iqa_v2_koniq10k_mean": 0.7033728397253789, "iqa_v2_koniq10k_min": 0.7033728397253789, "iqa_v2_koniq10k_max": 0.7033728397253789, "imdecont": { "jpg": 0.46739256381988525 }, "imdecont_image_match": { "jpg": 85865 }, "imdecont_max": 0.46739256381988525, "imdecont_mean": 0.46739256381988525, "imdecont_min": 0.46739256381988525, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.34375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.34375, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.34375, "clip_score_dfn_public_prev_turn_only_min": 2.29296875, "clip_score_dfn_public_prev_turn_only_mean": 2.29296875, "clip_score_dfn_public_prev_turn_only_max": 2.29296875, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.109375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.109375, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.109375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.625, "clip_score_clip_vitl14_224_next_turn_only_min": 28.640625, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.640625, "clip_score_clip_vitl14_224_next_turn_only_max": 28.640625, "clip_score_dfn_public_next_turn_only_min": 1.88671875, "clip_score_dfn_public_next_turn_only_mean": 1.88671875, "clip_score_dfn_public_next_turn_only_max": 1.88671875, "clip_score_siglip2_b16_224_next_turn_only_min": 0.640625, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.640625, "clip_score_siglip2_b16_224_next_turn_only_max": 0.640625, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.140625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.140625, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.140625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.4375, "clip_score_dfn_public_prev_and_next_turn_min": 2.9765625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.9765625, "clip_score_dfn_public_prev_and_next_turn_max": 2.9765625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.6875, "im_height": { "jpg": 2035 }, "im_height_mean": 2035.0, "im_height_min": 2035, "im_height_max": 2035, "im_width": { "jpg": 583 }, "im_width_mean": 583.0, "im_width_min": 583, "im_width_max": 583, "im_ar": { "jpg": 0.2865 }, "im_ar_mean": 0.2865, "im_ar_min": 0.2865, "im_ar_max": 0.2865, "im_kilobytes": { "jpg": 3475.8 }, "im_kilobytes_mean": 3475.8, "im_kilobytes_min": 3475.8, "im_kilobytes_max": 3475.8, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 305.93 }, "im_clarity_mean": 305.93, "im_clarity_min": 305.93, "im_clarity_max": 305.93, "im_luma": { "jpg": 243.74 }, "im_luma_mean": 243.74, "im_luma_min": 243.74, "im_luma_max": 243.74, "im_saturation": { "jpg": 50.87 }, "im_saturation_mean": 50.87, "im_saturation_min": 50.87, "im_saturation_max": 50.87, "im_entropy": { "jpg": 1.41 }, "im_entropy_mean": 1.41, "im_entropy_min": 1.41, "im_entropy_max": 1.41, "unifilter_score_qwen2_5_1_5b": 1.55078125, "unifilter_score_qwen3_0_6b": -1.2509765625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 5.131483896671871e-21, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 3.0691469747852248e-24, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9141271710395813, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0034559303894639015, "language_detection_annotation_nllb_2_lan": "ro", "language_detection_annotation_nllb_2_score": 0.003300322452560067, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9939876794815063, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.6433128714561462, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9997833371162415, "text_quality_nvidia_edu_nemotron4_score": 2.3359375, "text_quality_nvidia_edu_mixtral_score": 2.294921875, "text_quality_dclmbaseline_fasttext_score": 0.9991557598114014, "text_quality_dolma3_fasttext_score": 0.9987635612487793, "custom_fasttext_val_fasttext_score": 0.0018031001091003418, "custom_fasttext_core_fasttext_score": 9.357929229736328e-05, "custom_fasttext_val_clean_fasttext_score": 0.0007532835006713867, "custom_fasttext_core_clean_fasttext_score": 4.3511390686035156e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 1.3046875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 1.2734375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.03125, "within_sample_repetition_detection": 7.0 } }