{ "8": { "detoxify": 1, "length_chars": 90, "length_tokens": 1858, "length_tokens_text_only": 67, "length_tokens_trainable_only": 10, "length_images": 1, "iqa_live_mean": 0.3677265282833214, "iqa_live_min": 0.3677265282833214, "iqa_live_max": 0.3677265282833214, "iqa_csiq_mean": 0.516849935054779, "iqa_csiq_min": 0.516849935054779, "iqa_csiq_max": 0.516849935054779, "iqa_tid2013_mean": 0.4295618798997667, "iqa_tid2013_min": 0.4295618798997667, "iqa_tid2013_max": 0.4295618798997667, "iqa_kadid10k_mean": 0.0699462890625, "iqa_kadid10k_min": 0.0699462890625, "iqa_kadid10k_max": 0.0699462890625, "iqa_flive_mean": 0.6528459028764205, "iqa_flive_min": 0.6528459028764205, "iqa_flive_max": 0.6528459028764205, "iqa_spaq_mean": 0.7039600719105115, "iqa_spaq_min": 0.7039600719105115, "iqa_spaq_max": 0.7039600719105115, "iqa_clive_mean": 0.6516902422664141, "iqa_clive_min": 0.6516902422664141, "iqa_clive_max": 0.6516902422664141, "iqa_koniq10k_mean": 0.5928930802778765, "iqa_koniq10k_min": 0.5928930802778765, "iqa_koniq10k_max": 0.5928930802778765, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.7633496007450373 }, { "lang": "tl", "score": 0.06066132112681438 }, { "lang": "nl", "score": 0.021496077488398296 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9055830240249634 }, { "lang": "ru", "score": 0.006431252229958773 }, { "lang": "zh", "score": 0.005378231406211853 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.3677265282833214, "iqa_v2_live_min": 0.3677265282833214, "iqa_v2_live_max": 0.3677265282833214, "iqa_v2_csiq_mean": 0.516849935054779, "iqa_v2_csiq_min": 0.516849935054779, "iqa_v2_csiq_max": 0.516849935054779, "iqa_v2_tid2013_mean": 0.4295618798997667, "iqa_v2_tid2013_min": 0.4295618798997667, "iqa_v2_tid2013_max": 0.4295618798997667, "iqa_v2_kadid10k_mean": 0.0699462890625, "iqa_v2_kadid10k_min": 0.0699462890625, "iqa_v2_kadid10k_max": 0.0699462890625, "iqa_v2_flive_mean": 0.6528459028764205, "iqa_v2_flive_min": 0.6528459028764205, "iqa_v2_flive_max": 0.6528459028764205, "iqa_v2_spaq_mean": 0.7039600719105115, "iqa_v2_spaq_min": 0.7039600719105115, "iqa_v2_spaq_max": 0.7039600719105115, "iqa_v2_clive_mean": 0.6516902422664141, "iqa_v2_clive_min": 0.6516902422664141, "iqa_v2_clive_max": 0.6516902422664141, "iqa_v2_koniq10k_mean": 0.5928930802778765, "iqa_v2_koniq10k_min": 0.5928930802778765, "iqa_v2_koniq10k_max": 0.5928930802778765, "imdecont": { "jpg": 0.37361443042755127 }, "imdecont_image_match": { "jpg": 72068 }, "imdecont_max": 0.37361443042755127, "imdecont_mean": 0.37361443042755127, "imdecont_min": 0.37361443042755127, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.296875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.296875, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.296875, "clip_score_dfn_public_prev_turn_only_min": 2.103515625, "clip_score_dfn_public_prev_turn_only_mean": 2.103515625, "clip_score_dfn_public_prev_turn_only_max": 2.103515625, "clip_score_siglip2_b16_224_prev_turn_only_min": -2.8984375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.8984375, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.8984375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.21875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.21875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.21875, "clip_score_clip_vitl14_224_next_turn_only_min": 29.03125, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.03125, "clip_score_clip_vitl14_224_next_turn_only_max": 29.03125, "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": 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": 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": 31.15625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 31.15625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 31.15625, "clip_score_dfn_public_prev_and_next_turn_min": 3.126953125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.126953125, "clip_score_dfn_public_prev_and_next_turn_max": 3.126953125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.8125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.8125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.8125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 31.28125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 31.28125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 31.28125, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3128.21 }, "im_clarity_mean": 3128.21, "im_clarity_min": 3128.21, "im_clarity_max": 3128.21, "im_luma": { "jpg": 210.07 }, "im_luma_mean": 210.07, "im_luma_min": 210.07, "im_luma_max": 210.07, "im_saturation": { "jpg": 22.55 }, "im_saturation_mean": 22.55, "im_saturation_min": 22.55, "im_saturation_max": 22.55, "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": -0.328857421875, "unifilter_score_qwen3_0_6b": -1.2666015625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.7633496007450373, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.06066132112681438, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.021496077488398296, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9055830240249634, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006431252229958773, "language_detection_annotation_nllb_2_lan": "zh", "language_detection_annotation_nllb_2_score": 0.005378231406211853, "text_quality_weborganizer_topic_label": "Health", "text_quality_weborganizer_topic_score": 0.9947458505630493, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.26512420177459717, "text_quality_nvidia_domain_label": "Health", "text_quality_nvidia_domain_score": 0.9999878406524658, "text_quality_nvidia_edu_nemotron4_score": 1.3564453125, "text_quality_nvidia_edu_mixtral_score": 0.58984375, "text_quality_dclmbaseline_fasttext_score": 0.9997069835662842, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.01967179775238037, "custom_fasttext_core_clean_fasttext_score": 0.036719560623168945, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 6.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 5.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.3125, "within_sample_repetition_detection": 10.0 }, "15": { "detoxify": 1, "length_chars": 73, "length_tokens": 1862, "length_tokens_text_only": 71, "length_tokens_trainable_only": 4, "length_images": 1, "iqa_live_mean": 0.2952043937914298, "iqa_live_min": 0.2952043937914298, "iqa_live_max": 0.2952043937914298, "iqa_csiq_mean": 0.45868343114852905, "iqa_csiq_min": 0.45868343114852905, "iqa_csiq_max": 0.45868343114852905, "iqa_tid2013_mean": 0.3267515500386556, "iqa_tid2013_min": 0.3267515500386556, "iqa_tid2013_max": 0.3267515500386556, "iqa_kadid10k_mean": 0.0382080078125, "iqa_kadid10k_min": 0.0382080078125, "iqa_kadid10k_max": 0.0382080078125, "iqa_flive_mean": 0.6235588921440973, "iqa_flive_min": 0.6235588921440973, "iqa_flive_max": 0.6235588921440973, "iqa_spaq_mean": 0.7366305264559659, "iqa_spaq_min": 0.7366305264559659, "iqa_spaq_max": 0.7366305264559659, "iqa_clive_mean": 0.6011852302936593, "iqa_clive_min": 0.6011852302936593, "iqa_clive_max": 0.6011852302936593, "iqa_koniq10k_mean": 0.46647262573242193, "iqa_koniq10k_min": 0.46647262573242193, "iqa_koniq10k_max": 0.46647262573242193, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.6549407033190789 }, { "lang": "tl", "score": 0.08456481366067273 }, { "lang": "da", "score": 0.03922140281951962 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9359791874885559 }, { "lang": "de", "score": 0.011801023967564106 }, { "lang": "nl", "score": 0.004427904263138771 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.2952043937914298, "iqa_v2_live_min": 0.2952043937914298, "iqa_v2_live_max": 0.2952043937914298, "iqa_v2_csiq_mean": 0.45868343114852905, "iqa_v2_csiq_min": 0.45868343114852905, "iqa_v2_csiq_max": 0.45868343114852905, "iqa_v2_tid2013_mean": 0.3267515500386556, "iqa_v2_tid2013_min": 0.3267515500386556, "iqa_v2_tid2013_max": 0.3267515500386556, "iqa_v2_kadid10k_mean": 0.0382080078125, "iqa_v2_kadid10k_min": 0.0382080078125, "iqa_v2_kadid10k_max": 0.0382080078125, "iqa_v2_flive_mean": 0.6235588921440973, "iqa_v2_flive_min": 0.6235588921440973, "iqa_v2_flive_max": 0.6235588921440973, "iqa_v2_spaq_mean": 0.7366305264559659, "iqa_v2_spaq_min": 0.7366305264559659, "iqa_v2_spaq_max": 0.7366305264559659, "iqa_v2_clive_mean": 0.6011852302936593, "iqa_v2_clive_min": 0.6011852302936593, "iqa_v2_clive_max": 0.6011852302936593, "iqa_v2_koniq10k_mean": 0.46647262573242193, "iqa_v2_koniq10k_min": 0.46647262573242193, "iqa_v2_koniq10k_max": 0.46647262573242193, "imdecont": { "jpg": 0.43275392055511475 }, "imdecont_image_match": { "jpg": 72068 }, "imdecont_max": 0.43275392055511475, "imdecont_mean": 0.43275392055511475, "imdecont_min": 0.43275392055511475, "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": -0.341552734375, "clip_score_dfn_public_prev_turn_only_mean": -0.341552734375, "clip_score_dfn_public_prev_turn_only_max": -0.341552734375, "clip_score_siglip2_b16_224_prev_turn_only_min": -2.3359375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.3359375, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.3359375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.421875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.421875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.421875, "clip_score_clip_vitl14_224_next_turn_only_min": 13.3671875, "clip_score_clip_vitl14_224_next_turn_only_mean": 13.3671875, "clip_score_clip_vitl14_224_next_turn_only_max": 13.3671875, "clip_score_dfn_public_next_turn_only_min": 1.259765625, "clip_score_dfn_public_next_turn_only_mean": 1.259765625, "clip_score_dfn_public_next_turn_only_max": 1.259765625, "clip_score_siglip2_b16_224_next_turn_only_min": -7.8671875, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.8671875, "clip_score_siglip2_b16_224_next_turn_only_max": -7.8671875, "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": 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": -0.0311737060546875, "clip_score_dfn_public_prev_and_next_turn_mean": -0.0311737060546875, "clip_score_dfn_public_prev_and_next_turn_max": -0.0311737060546875, "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": 28.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.9375, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2351.96 }, "im_clarity_mean": 2351.96, "im_clarity_min": 2351.96, "im_clarity_max": 2351.96, "im_luma": { "jpg": 217.34 }, "im_luma_mean": 217.34, "im_luma_min": 217.34, "im_luma_max": 217.34, "im_saturation": { "jpg": 17.71 }, "im_saturation_mean": 17.71, "im_saturation_min": 17.71, "im_saturation_max": 17.71, "im_entropy": { "jpg": 1.82 }, "im_entropy_mean": 1.82, "im_entropy_min": 1.82, "im_entropy_max": 1.82, "unifilter_score_qwen2_5_1_5b": 0.1348876953125, "unifilter_score_qwen3_0_6b": -2.732421875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.6549407033190789, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.08456481366067273, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 0.03922140281951962, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9359791874885559, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.011801023967564106, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.004427904263138771, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.41108766198158264, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.25255048274993896, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9837460517883301, "text_quality_nvidia_edu_nemotron4_score": 0.79248046875, "text_quality_nvidia_edu_mixtral_score": 0.82080078125, "text_quality_dclmbaseline_fasttext_score": 0.9999812841415405, "text_quality_dolma3_fasttext_score": 0.989213764667511, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.10377848148345947, "custom_fasttext_core_clean_fasttext_score": 3.266334533691406e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 6.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.09375, "within_sample_repetition_detection": 10.0 }, "12": { "detoxify": 1, "length_chars": 67, "length_tokens": 1855, "length_tokens_text_only": 63, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.3401854543974905, "iqa_live_min": 0.3401854543974905, "iqa_live_max": 0.3401854543974905, "iqa_csiq_mean": 0.45883601903915405, "iqa_csiq_min": 0.45883601903915405, "iqa_csiq_max": 0.45883601903915405, "iqa_tid2013_mean": 0.4509920014275445, "iqa_tid2013_min": 0.4509920014275445, "iqa_tid2013_max": 0.4509920014275445, "iqa_kadid10k_mean": 0.0435791015625, "iqa_kadid10k_min": 0.0435791015625, "iqa_kadid10k_max": 0.0435791015625, "iqa_flive_mean": 0.6643870960582386, "iqa_flive_min": 0.6643870960582386, "iqa_flive_max": 0.6643870960582386, "iqa_spaq_mean": 0.6486412587791983, "iqa_spaq_min": 0.6486412587791983, "iqa_spaq_max": 0.6486412587791983, "iqa_clive_mean": 0.3013114929199219, "iqa_clive_min": 0.3013114929199219, "iqa_clive_max": 0.3013114929199219, "iqa_koniq10k_mean": 0.643713748816288, "iqa_koniq10k_min": 0.643713748816288, "iqa_koniq10k_max": 0.643713748816288, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.5405143184860586 }, { "lang": "la", "score": 0.09582122743392579 }, { "lang": "tl", "score": 0.056239633208381816 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7530142664909363 }, { "lang": "it", "score": 0.02626698464155197 }, { "lang": "vi", "score": 0.019106531515717506 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.3401854543974905, "iqa_v2_live_min": 0.3401854543974905, "iqa_v2_live_max": 0.3401854543974905, "iqa_v2_csiq_mean": 0.45883601903915405, "iqa_v2_csiq_min": 0.45883601903915405, "iqa_v2_csiq_max": 0.45883601903915405, "iqa_v2_tid2013_mean": 0.4509920014275445, "iqa_v2_tid2013_min": 0.4509920014275445, "iqa_v2_tid2013_max": 0.4509920014275445, "iqa_v2_kadid10k_mean": 0.0435791015625, "iqa_v2_kadid10k_min": 0.0435791015625, "iqa_v2_kadid10k_max": 0.0435791015625, "iqa_v2_flive_mean": 0.6643870960582386, "iqa_v2_flive_min": 0.6643870960582386, "iqa_v2_flive_max": 0.6643870960582386, "iqa_v2_spaq_mean": 0.6486412587791983, "iqa_v2_spaq_min": 0.6486412587791983, "iqa_v2_spaq_max": 0.6486412587791983, "iqa_v2_clive_mean": 0.3013114929199219, "iqa_v2_clive_min": 0.3013114929199219, "iqa_v2_clive_max": 0.3013114929199219, "iqa_v2_koniq10k_mean": 0.643713748816288, "iqa_v2_koniq10k_min": 0.643713748816288, "iqa_v2_koniq10k_max": 0.643713748816288, "imdecont": { "jpg": 0.36562520265579224 }, "imdecont_image_match": { "jpg": 206860 }, "imdecont_max": 0.36562520265579224, "imdecont_mean": 0.36562520265579224, "imdecont_min": 0.36562520265579224, "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": 1.6513671875, "clip_score_dfn_public_prev_turn_only_mean": 1.6513671875, "clip_score_dfn_public_prev_turn_only_max": 1.6513671875, "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": 24.5625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.5625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.5625, "clip_score_clip_vitl14_224_next_turn_only_min": 12.890625, "clip_score_clip_vitl14_224_next_turn_only_mean": 12.890625, "clip_score_clip_vitl14_224_next_turn_only_max": 12.890625, "clip_score_dfn_public_next_turn_only_min": 1.490234375, "clip_score_dfn_public_next_turn_only_mean": 1.490234375, "clip_score_dfn_public_next_turn_only_max": 1.490234375, "clip_score_siglip2_b16_224_next_turn_only_min": -11.90625, "clip_score_siglip2_b16_224_next_turn_only_mean": -11.90625, "clip_score_siglip2_b16_224_next_turn_only_max": -11.90625, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.21875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.21875, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.21875, "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": 1.6884765625, "clip_score_dfn_public_prev_and_next_turn_mean": 1.6884765625, "clip_score_dfn_public_prev_and_next_turn_max": 1.6884765625, "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": 24.46875, "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": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2304.99 }, "im_clarity_mean": 2304.99, "im_clarity_min": 2304.99, "im_clarity_max": 2304.99, "im_luma": { "jpg": 207.49 }, "im_luma_mean": 207.49, "im_luma_min": 207.49, "im_luma_max": 207.49, "im_saturation": { "jpg": 9.25 }, "im_saturation_mean": 9.25, "im_saturation_min": 9.25, "im_saturation_max": 9.25, "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": 0.7529296875, "unifilter_score_qwen3_0_6b": 0.270263671875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.5405143184860586, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 0.09582122743392579, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.056239633208381816, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7530142664909363, "language_detection_annotation_nllb_1_lan": "it", "language_detection_annotation_nllb_1_score": 0.02626698464155197, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.019106531515717506, "text_quality_weborganizer_topic_label": "Health", "text_quality_weborganizer_topic_score": 0.6992194056510925, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.48075878620147705, "text_quality_nvidia_domain_label": "Health", "text_quality_nvidia_domain_score": 0.9999675750732422, "text_quality_nvidia_edu_nemotron4_score": 0.168212890625, "text_quality_nvidia_edu_mixtral_score": 0.2271728515625, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0003898739814758301, "custom_fasttext_core_clean_fasttext_score": 5.424022674560547e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 7.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.625, "within_sample_repetition_detection": 10.0 }, "10": { "detoxify": 1, "length_chars": 86, "length_tokens": 1870, "length_tokens_text_only": 78, "length_tokens_trainable_only": 6, "length_images": 1, "iqa_live_mean": 0.3507599493469854, "iqa_live_min": 0.3507599493469854, "iqa_live_max": 0.3507599493469854, "iqa_csiq_mean": 0.49884456396102905, "iqa_csiq_min": 0.49884456396102905, "iqa_csiq_max": 0.49884456396102905, "iqa_tid2013_mean": 0.3814933035108778, "iqa_tid2013_min": 0.3814933035108778, "iqa_tid2013_max": 0.3814933035108778, "iqa_kadid10k_mean": 0.0562744140625, "iqa_kadid10k_min": 0.0562744140625, "iqa_kadid10k_max": 0.0562744140625, "iqa_flive_mean": 0.6592280840632891, "iqa_flive_min": 0.6592280840632891, "iqa_flive_max": 0.6592280840632891, "iqa_spaq_mean": 0.7366305264559659, "iqa_spaq_min": 0.7366305264559659, "iqa_spaq_max": 0.7366305264559659, "iqa_clive_mean": 0.608839902010831, "iqa_clive_min": 0.608839902010831, "iqa_clive_max": 0.608839902010831, "iqa_koniq10k_mean": 0.553593837853634, "iqa_koniq10k_min": 0.553593837853634, "iqa_koniq10k_max": 0.553593837853634, "zero_sequence_filter": 3, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.549055167411782 }, { "lang": "yo", "score": 0.04667515934311547 }, { "lang": "cy", "score": 0.0430942636181038 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9558686017990112 }, { "lang": "nl", "score": 0.004993985407054424 }, { "lang": "de", "score": 0.004123566206544638 } ], "digit_sequence_filter": 3, "iqa_v2_live_mean": 0.3507599493469854, "iqa_v2_live_min": 0.3507599493469854, "iqa_v2_live_max": 0.3507599493469854, "iqa_v2_csiq_mean": 0.49884456396102905, "iqa_v2_csiq_min": 0.49884456396102905, "iqa_v2_csiq_max": 0.49884456396102905, "iqa_v2_tid2013_mean": 0.3814933035108778, "iqa_v2_tid2013_min": 0.3814933035108778, "iqa_v2_tid2013_max": 0.3814933035108778, "iqa_v2_kadid10k_mean": 0.0562744140625, "iqa_v2_kadid10k_min": 0.0562744140625, "iqa_v2_kadid10k_max": 0.0562744140625, "iqa_v2_flive_mean": 0.6592280840632891, "iqa_v2_flive_min": 0.6592280840632891, "iqa_v2_flive_max": 0.6592280840632891, "iqa_v2_spaq_mean": 0.7366305264559659, "iqa_v2_spaq_min": 0.7366305264559659, "iqa_v2_spaq_max": 0.7366305264559659, "iqa_v2_clive_mean": 0.608839902010831, "iqa_v2_clive_min": 0.608839902010831, "iqa_v2_clive_max": 0.608839902010831, "iqa_v2_koniq10k_mean": 0.553593837853634, "iqa_v2_koniq10k_min": 0.553593837853634, "iqa_v2_koniq10k_max": 0.553593837853634, "imdecont": { "jpg": 0.47051310539245605 }, "imdecont_image_match": { "jpg": 72068 }, "imdecont_max": 0.47051310539245605, "imdecont_mean": 0.47051310539245605, "imdecont_min": 0.47051310539245605, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.234375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.234375, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.234375, "clip_score_dfn_public_prev_turn_only_min": 0.291015625, "clip_score_dfn_public_prev_turn_only_mean": 0.291015625, "clip_score_dfn_public_prev_turn_only_max": 0.291015625, "clip_score_siglip2_b16_224_prev_turn_only_min": -3.6875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -3.6875, "clip_score_siglip2_b16_224_prev_turn_only_max": -3.6875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.734375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.734375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.734375, "clip_score_clip_vitl14_224_next_turn_only_min": 19.796875, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.796875, "clip_score_clip_vitl14_224_next_turn_only_max": 19.796875, "clip_score_dfn_public_next_turn_only_min": 0.1890869140625, "clip_score_dfn_public_next_turn_only_mean": 0.1890869140625, "clip_score_dfn_public_next_turn_only_max": 0.1890869140625, "clip_score_siglip2_b16_224_next_turn_only_min": -6.671875, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.671875, "clip_score_siglip2_b16_224_next_turn_only_max": -6.671875, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.5, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.5, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.5, "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": 0.88720703125, "clip_score_dfn_public_prev_and_next_turn_mean": 0.88720703125, "clip_score_dfn_public_prev_and_next_turn_max": 0.88720703125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.140625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.140625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.140625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.046875, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2599.31 }, "im_clarity_mean": 2599.31, "im_clarity_min": 2599.31, "im_clarity_max": 2599.31, "im_luma": { "jpg": 208.86 }, "im_luma_mean": 208.86, "im_luma_min": 208.86, "im_luma_max": 208.86, "im_saturation": { "jpg": 41.2 }, "im_saturation_mean": 41.2, "im_saturation_min": 41.2, "im_saturation_max": 41.2, "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": 0.78076171875, "unifilter_score_qwen3_0_6b": 1.73046875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.549055167411782, "language_detection_annotation_lingua_1_lan": "yo", "language_detection_annotation_lingua_1_score": 0.04667515934311547, "language_detection_annotation_lingua_2_lan": "cy", "language_detection_annotation_lingua_2_score": 0.0430942636181038, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9558686017990112, "language_detection_annotation_nllb_1_lan": "nl", "language_detection_annotation_nllb_1_score": 0.004993985407054424, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.004123566206544638, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.8935808539390564, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.41106680035591125, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9992282390594482, "text_quality_nvidia_edu_nemotron4_score": 1.8876953125, "text_quality_nvidia_edu_mixtral_score": 1.6474609375, "text_quality_dclmbaseline_fasttext_score": 0.9999997615814209, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.014352262020111084, "custom_fasttext_core_clean_fasttext_score": 0.029497504234313965, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 5.59375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 5.15625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.4375, "within_sample_repetition_detection": 10.0 }, "14": { "detoxify": 1, "length_chars": 96, "length_tokens": 1858, "length_tokens_text_only": 67, "length_tokens_trainable_only": 10, "length_images": 1, "iqa_live_mean": 0.369699381818675, "iqa_live_min": 0.369699381818675, "iqa_live_max": 0.369699381818675, "iqa_csiq_mean": 0.46835750341415405, "iqa_csiq_min": 0.46835750341415405, "iqa_csiq_max": 0.46835750341415405, "iqa_tid2013_mean": 0.4787833425733778, "iqa_tid2013_min": 0.4787833425733778, "iqa_tid2013_max": 0.4787833425733778, "iqa_kadid10k_mean": 0.1217041015625, "iqa_kadid10k_min": 0.1217041015625, "iqa_kadid10k_max": 0.1217041015625, "iqa_flive_mean": 0.7019304988360164, "iqa_flive_min": 0.7019304988360164, "iqa_flive_max": 0.7019304988360164, "iqa_spaq_mean": 0.7126406274660669, "iqa_spaq_min": 0.7126406274660669, "iqa_spaq_max": 0.7126406274660669, "iqa_clive_mean": 0.3317723515057805, "iqa_clive_min": 0.3317723515057805, "iqa_clive_max": 0.3317723515057805, "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": 0.7790284532574837 }, { "lang": "fr", "score": 0.058390570376002496 }, { "lang": "la", "score": 0.03031659426485153 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9227377772331238 }, { "lang": "ru", "score": 0.006552908103913069 }, { "lang": "th", "score": 0.0035888042766600847 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.369699381818675, "iqa_v2_live_min": 0.369699381818675, "iqa_v2_live_max": 0.369699381818675, "iqa_v2_csiq_mean": 0.46835750341415405, "iqa_v2_csiq_min": 0.46835750341415405, "iqa_v2_csiq_max": 0.46835750341415405, "iqa_v2_tid2013_mean": 0.4787833425733778, "iqa_v2_tid2013_min": 0.4787833425733778, "iqa_v2_tid2013_max": 0.4787833425733778, "iqa_v2_kadid10k_mean": 0.1217041015625, "iqa_v2_kadid10k_min": 0.1217041015625, "iqa_v2_kadid10k_max": 0.1217041015625, "iqa_v2_flive_mean": 0.7019304988360164, "iqa_v2_flive_min": 0.7019304988360164, "iqa_v2_flive_max": 0.7019304988360164, "iqa_v2_spaq_mean": 0.7126406274660669, "iqa_v2_spaq_min": 0.7126406274660669, "iqa_v2_spaq_max": 0.7126406274660669, "iqa_v2_clive_mean": 0.3317723515057805, "iqa_v2_clive_min": 0.3317723515057805, "iqa_v2_clive_max": 0.3317723515057805, "iqa_v2_koniq10k_mean": 0.6948501124526516, "iqa_v2_koniq10k_min": 0.6948501124526516, "iqa_v2_koniq10k_max": 0.6948501124526516, "imdecont": { "jpg": 0.44381946325302124 }, "imdecont_image_match": { "jpg": 206860 }, "imdecont_max": 0.44381946325302124, "imdecont_mean": 0.44381946325302124, "imdecont_min": 0.44381946325302124, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.125, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.125, "clip_score_dfn_public_prev_turn_only_min": 1.443359375, "clip_score_dfn_public_prev_turn_only_mean": 1.443359375, "clip_score_dfn_public_prev_turn_only_max": 1.443359375, "clip_score_siglip2_b16_224_prev_turn_only_min": -3.7890625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -3.7890625, "clip_score_siglip2_b16_224_prev_turn_only_max": -3.7890625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.015625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.015625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.015625, "clip_score_clip_vitl14_224_next_turn_only_min": 27.15625, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.15625, "clip_score_clip_vitl14_224_next_turn_only_max": 27.15625, "clip_score_dfn_public_next_turn_only_min": -0.2120361328125, "clip_score_dfn_public_next_turn_only_mean": -0.2120361328125, "clip_score_dfn_public_next_turn_only_max": -0.2120361328125, "clip_score_siglip2_b16_224_next_turn_only_min": -3.7421875, "clip_score_siglip2_b16_224_next_turn_only_mean": -3.7421875, "clip_score_siglip2_b16_224_next_turn_only_max": -3.7421875, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.40625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.40625, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.40625, "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": 0.83203125, "clip_score_dfn_public_prev_and_next_turn_mean": 0.83203125, "clip_score_dfn_public_prev_and_next_turn_max": 0.83203125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.3046875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.3046875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.3046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.484375, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2199.42 }, "im_clarity_mean": 2199.42, "im_clarity_min": 2199.42, "im_clarity_max": 2199.42, "im_luma": { "jpg": 218.35 }, "im_luma_mean": 218.35, "im_luma_min": 218.35, "im_luma_max": 218.35, "im_saturation": { "jpg": 15.48 }, "im_saturation_mean": 15.48, "im_saturation_min": 15.48, "im_saturation_max": 15.48, "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": 0.13720703125, "unifilter_score_qwen3_0_6b": -2.349609375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.7790284532574837, "language_detection_annotation_lingua_1_lan": "fr", "language_detection_annotation_lingua_1_score": 0.058390570376002496, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.03031659426485153, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9227377772331238, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006552908103913069, "language_detection_annotation_nllb_2_lan": "th", "language_detection_annotation_nllb_2_score": 0.0035888042766600847, "text_quality_weborganizer_topic_label": "Travel", "text_quality_weborganizer_topic_score": 0.7324830889701843, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.3664575517177582, "text_quality_nvidia_domain_label": "Travel_and_Transportation", "text_quality_nvidia_domain_score": 0.9979360103607178, "text_quality_nvidia_edu_nemotron4_score": 1.1005859375, "text_quality_nvidia_edu_mixtral_score": 0.62451171875, "text_quality_dclmbaseline_fasttext_score": 0.9997523427009583, "text_quality_dolma3_fasttext_score": 0.999634861946106, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0018503665924072266, "custom_fasttext_core_clean_fasttext_score": 0.004806458950042725, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 6.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.53125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.28125, "within_sample_repetition_detection": 10.0 }, "0": { "detoxify": 1, "length_chars": 76, "length_tokens": 1855, "length_tokens_text_only": 63, "length_tokens_trainable_only": 6, "length_images": 1, "iqa_live_mean": 0.2944152523772885, "iqa_live_min": 0.2944152523772885, "iqa_live_max": 0.2944152523772885, "iqa_csiq_mean": 0.39566463232040405, "iqa_csiq_min": 0.39566463232040405, "iqa_csiq_max": 0.39566463232040405, "iqa_tid2013_mean": 0.49555105633205837, "iqa_tid2013_min": 0.49555105633205837, "iqa_tid2013_max": 0.49555105633205837, "iqa_kadid10k_mean": 0.0938720703125, "iqa_kadid10k_min": 0.0938720703125, "iqa_kadid10k_max": 0.0938720703125, "iqa_flive_mean": 0.6996814458057135, "iqa_flive_min": 0.6996814458057135, "iqa_flive_max": 0.6996814458057135, "iqa_spaq_mean": 0.733316132516572, "iqa_spaq_min": 0.733316132516572, "iqa_spaq_max": 0.733316132516572, "iqa_clive_mean": 0.36830959898052795, "iqa_clive_min": 0.36830959898052795, "iqa_clive_max": 0.36830959898052795, "iqa_koniq10k_mean": 0.6522364760890152, "iqa_koniq10k_min": 0.6522364760890152, "iqa_koniq10k_max": 0.6522364760890152, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.48837857296564036 }, { "lang": "de", "score": 0.2965044819092974 }, { "lang": "da", "score": 0.07168543757159634 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8621312975883484 }, { "lang": "ru", "score": 0.007972534745931625 }, { "lang": "zh", "score": 0.007298660464584827 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.2944152523772885, "iqa_v2_live_min": 0.2944152523772885, "iqa_v2_live_max": 0.2944152523772885, "iqa_v2_csiq_mean": 0.39566463232040405, "iqa_v2_csiq_min": 0.39566463232040405, "iqa_v2_csiq_max": 0.39566463232040405, "iqa_v2_tid2013_mean": 0.49555105633205837, "iqa_v2_tid2013_min": 0.49555105633205837, "iqa_v2_tid2013_max": 0.49555105633205837, "iqa_v2_kadid10k_mean": 0.0938720703125, "iqa_v2_kadid10k_min": 0.0938720703125, "iqa_v2_kadid10k_max": 0.0938720703125, "iqa_v2_flive_mean": 0.6996814458057135, "iqa_v2_flive_min": 0.6996814458057135, "iqa_v2_flive_max": 0.6996814458057135, "iqa_v2_spaq_mean": 0.733316132516572, "iqa_v2_spaq_min": 0.733316132516572, "iqa_v2_spaq_max": 0.733316132516572, "iqa_v2_clive_mean": 0.36830959898052795, "iqa_v2_clive_min": 0.36830959898052795, "iqa_v2_clive_max": 0.36830959898052795, "iqa_v2_koniq10k_mean": 0.6522364760890152, "iqa_v2_koniq10k_min": 0.6522364760890152, "iqa_v2_koniq10k_max": 0.6522364760890152, "imdecont": { "jpg": 0.38339823484420776 }, "imdecont_image_match": { "jpg": 206138 }, "imdecont_max": 0.38339823484420776, "imdecont_mean": 0.38339823484420776, "imdecont_min": 0.38339823484420776, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.234375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.234375, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.234375, "clip_score_dfn_public_prev_turn_only_min": 1.0380859375, "clip_score_dfn_public_prev_turn_only_mean": 1.0380859375, "clip_score_dfn_public_prev_turn_only_max": 1.0380859375, "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": 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": 32.65625, "clip_score_clip_vitl14_224_next_turn_only_mean": 32.65625, "clip_score_clip_vitl14_224_next_turn_only_max": 32.65625, "clip_score_dfn_public_next_turn_only_min": 1.904296875, "clip_score_dfn_public_next_turn_only_mean": 1.904296875, "clip_score_dfn_public_next_turn_only_max": 1.904296875, "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": 30.890625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 30.890625, "clip_score_longclip_vitl14_224_next_turn_only_max": 30.890625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 32.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 32.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 32.6875, "clip_score_dfn_public_prev_and_next_turn_min": 1.9794921875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.9794921875, "clip_score_dfn_public_prev_and_next_turn_max": 1.9794921875, "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": 31.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 31.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 31.859375, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2759.57 }, "im_clarity_mean": 2759.57, "im_clarity_min": 2759.57, "im_clarity_max": 2759.57, "im_luma": { "jpg": 211.13 }, "im_luma_mean": 211.13, "im_luma_min": 211.13, "im_luma_max": 211.13, "im_saturation": { "jpg": 19.57 }, "im_saturation_mean": 19.57, "im_saturation_min": 19.57, "im_saturation_max": 19.57, "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": 1.140625, "unifilter_score_qwen3_0_6b": 0.457275390625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.48837857296564036, "language_detection_annotation_lingua_1_lan": "de", "language_detection_annotation_lingua_1_score": 0.2965044819092974, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 0.07168543757159634, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8621312975883484, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007972534745931625, "language_detection_annotation_nllb_2_lan": "zh", "language_detection_annotation_nllb_2_score": 0.007298660464584827, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.6875989437103271, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.34815049171447754, "text_quality_nvidia_domain_label": "Computers_and_Electronics", "text_quality_nvidia_domain_score": 0.5372686982154846, "text_quality_nvidia_edu_nemotron4_score": 0.849609375, "text_quality_nvidia_edu_mixtral_score": 0.083984375, "text_quality_dclmbaseline_fasttext_score": 0.9999967813491821, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0009288191795349121, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 7.34375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.25, "within_sample_repetition_detection": 10.0 }, "6": { "detoxify": 1, "length_chars": 81, "length_tokens": 1856, "length_tokens_text_only": 65, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.37506554343483656, "iqa_live_min": 0.37506554343483656, "iqa_live_max": 0.37506554343483656, "iqa_csiq_mean": 0.526676595211029, "iqa_csiq_min": 0.526676595211029, "iqa_csiq_max": 0.526676595211029, "iqa_tid2013_mean": 0.41285181045532227, "iqa_tid2013_min": 0.41285181045532227, "iqa_tid2013_max": 0.41285181045532227, "iqa_kadid10k_mean": 0.0123291015625, "iqa_kadid10k_min": 0.0123291015625, "iqa_kadid10k_max": 0.0123291015625, "iqa_flive_mean": 0.657965457800663, "iqa_flive_min": 0.657965457800663, "iqa_flive_max": 0.657965457800663, "iqa_spaq_mean": 0.8003931527185922, "iqa_spaq_min": 0.8003931527185922, "iqa_spaq_max": 0.8003931527185922, "iqa_clive_mean": 0.6303834626168916, "iqa_clive_min": 0.6303834626168916, "iqa_clive_max": 0.6303834626168916, "iqa_koniq10k_mean": 0.5662201004798967, "iqa_koniq10k_min": 0.5662201004798967, "iqa_koniq10k_max": 0.5662201004798967, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.7773945822336976 }, { "lang": "tl", "score": 0.05366833313012071 }, { "lang": "nb", "score": 0.01946038853648941 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8453249931335449 }, { "lang": "fr", "score": 0.024784041568636894 }, { "lang": "nl", "score": 0.012435353361070156 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.37506554343483656, "iqa_v2_live_min": 0.37506554343483656, "iqa_v2_live_max": 0.37506554343483656, "iqa_v2_csiq_mean": 0.526676595211029, "iqa_v2_csiq_min": 0.526676595211029, "iqa_v2_csiq_max": 0.526676595211029, "iqa_v2_tid2013_mean": 0.41285181045532227, "iqa_v2_tid2013_min": 0.41285181045532227, "iqa_v2_tid2013_max": 0.41285181045532227, "iqa_v2_kadid10k_mean": 0.0123291015625, "iqa_v2_kadid10k_min": 0.0123291015625, "iqa_v2_kadid10k_max": 0.0123291015625, "iqa_v2_flive_mean": 0.657965457800663, "iqa_v2_flive_min": 0.657965457800663, "iqa_v2_flive_max": 0.657965457800663, "iqa_v2_spaq_mean": 0.8003931527185922, "iqa_v2_spaq_min": 0.8003931527185922, "iqa_v2_spaq_max": 0.8003931527185922, "iqa_v2_clive_mean": 0.6303834626168916, "iqa_v2_clive_min": 0.6303834626168916, "iqa_v2_clive_max": 0.6303834626168916, "iqa_v2_koniq10k_mean": 0.5662201004798967, "iqa_v2_koniq10k_min": 0.5662201004798967, "iqa_v2_koniq10k_max": 0.5662201004798967, "imdecont": { "jpg": 0.4570486545562744 }, "imdecont_image_match": { "jpg": 72068 }, "imdecont_max": 0.4570486545562744, "imdecont_mean": 0.4570486545562744, "imdecont_min": 0.4570486545562744, "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": 0.83740234375, "clip_score_dfn_public_prev_turn_only_mean": 0.83740234375, "clip_score_dfn_public_prev_turn_only_max": 0.83740234375, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.1640625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.1640625, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.1640625, "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": 12.4609375, "clip_score_clip_vitl14_224_next_turn_only_mean": 12.4609375, "clip_score_clip_vitl14_224_next_turn_only_max": 12.4609375, "clip_score_dfn_public_next_turn_only_min": 1.275390625, "clip_score_dfn_public_next_turn_only_mean": 1.275390625, "clip_score_dfn_public_next_turn_only_max": 1.275390625, "clip_score_siglip2_b16_224_next_turn_only_min": -12.2890625, "clip_score_siglip2_b16_224_next_turn_only_mean": -12.2890625, "clip_score_siglip2_b16_224_next_turn_only_max": -12.2890625, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.7578125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.7578125, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.7578125, "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": 0.2330322265625, "clip_score_dfn_public_prev_and_next_turn_mean": 0.2330322265625, "clip_score_dfn_public_prev_and_next_turn_max": 0.2330322265625, "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": 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": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2707.45 }, "im_clarity_mean": 2707.45, "im_clarity_min": 2707.45, "im_clarity_max": 2707.45, "im_luma": { "jpg": 208.27 }, "im_luma_mean": 208.27, "im_luma_min": 208.27, "im_luma_max": 208.27, "im_saturation": { "jpg": 28.92 }, "im_saturation_mean": 28.92, "im_saturation_min": 28.92, "im_saturation_max": 28.92, "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": -0.56494140625, "unifilter_score_qwen3_0_6b": 0.91162109375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.7773945822336976, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.05366833313012071, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 0.01946038853648941, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8453249931335449, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.024784041568636894, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.012435353361070156, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.41692104935646057, "text_quality_weborganizer_format_label": "Audio Transcript", "text_quality_weborganizer_format_score": 0.31106895208358765, "text_quality_nvidia_domain_label": "Books_and_Literature", "text_quality_nvidia_domain_score": 0.7202855944633484, "text_quality_nvidia_edu_nemotron4_score": 0.1348876953125, "text_quality_nvidia_edu_mixtral_score": 0.10198974609375, "text_quality_dclmbaseline_fasttext_score": 0.9999896287918091, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0018702149391174316, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 7.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 10.0 }, "7": { "detoxify": 1, "length_chars": 62, "length_tokens": 1859, "length_tokens_text_only": 67, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.3642543060610992, "iqa_live_min": 0.3642543060610992, "iqa_live_max": 0.3642543060610992, "iqa_csiq_mean": 0.522282063961029, "iqa_csiq_min": 0.522282063961029, "iqa_csiq_max": 0.522282063961029, "iqa_tid2013_mean": 0.4035202132331, "iqa_tid2013_min": 0.4035202132331, "iqa_tid2013_max": 0.4035202132331, "iqa_kadid10k_mean": 0.0528564453125, "iqa_kadid10k_min": 0.0528564453125, "iqa_kadid10k_max": 0.0528564453125, "iqa_flive_mean": 0.6653340657552084, "iqa_flive_min": 0.6653340657552084, "iqa_flive_max": 0.6653340657552084, "iqa_spaq_mean": 0.7895030012034407, "iqa_spaq_min": 0.7895030012034407, "iqa_spaq_max": 0.7895030012034407, "iqa_clive_mean": 0.6254118717078008, "iqa_clive_min": 0.6254118717078008, "iqa_clive_max": 0.6254118717078008, "iqa_koniq10k_mean": 0.5409675752273714, "iqa_koniq10k_min": 0.5409675752273714, "iqa_koniq10k_max": 0.5409675752273714, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.49601622563696 }, { "lang": "tl", "score": 0.04910408813149462 }, { "lang": "yo", "score": 0.03272857769263768 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9036634564399719 }, { "lang": "zh", "score": 0.010455645620822906 }, { "lang": "it", "score": 0.007050198502838612 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3642543060610992, "iqa_v2_live_min": 0.3642543060610992, "iqa_v2_live_max": 0.3642543060610992, "iqa_v2_csiq_mean": 0.522282063961029, "iqa_v2_csiq_min": 0.522282063961029, "iqa_v2_csiq_max": 0.522282063961029, "iqa_v2_tid2013_mean": 0.4035202132331, "iqa_v2_tid2013_min": 0.4035202132331, "iqa_v2_tid2013_max": 0.4035202132331, "iqa_v2_kadid10k_mean": 0.0528564453125, "iqa_v2_kadid10k_min": 0.0528564453125, "iqa_v2_kadid10k_max": 0.0528564453125, "iqa_v2_flive_mean": 0.6653340657552084, "iqa_v2_flive_min": 0.6653340657552084, "iqa_v2_flive_max": 0.6653340657552084, "iqa_v2_spaq_mean": 0.7895030012034407, "iqa_v2_spaq_min": 0.7895030012034407, "iqa_v2_spaq_max": 0.7895030012034407, "iqa_v2_clive_mean": 0.6254118717078008, "iqa_v2_clive_min": 0.6254118717078008, "iqa_v2_clive_max": 0.6254118717078008, "iqa_v2_koniq10k_mean": 0.5409675752273714, "iqa_v2_koniq10k_min": 0.5409675752273714, "iqa_v2_koniq10k_max": 0.5409675752273714, "imdecont": { "jpg": 0.45379865169525146 }, "imdecont_image_match": { "jpg": 206860 }, "imdecont_max": 0.45379865169525146, "imdecont_mean": 0.45379865169525146, "imdecont_min": 0.45379865169525146, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.515625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.515625, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.515625, "clip_score_dfn_public_prev_turn_only_min": -0.417236328125, "clip_score_dfn_public_prev_turn_only_mean": -0.417236328125, "clip_score_dfn_public_prev_turn_only_max": -0.417236328125, "clip_score_siglip2_b16_224_prev_turn_only_min": -5.2109375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -5.2109375, "clip_score_siglip2_b16_224_prev_turn_only_max": -5.2109375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.765625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.765625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.765625, "clip_score_clip_vitl14_224_next_turn_only_min": 11.484375, "clip_score_clip_vitl14_224_next_turn_only_mean": 11.484375, "clip_score_clip_vitl14_224_next_turn_only_max": 11.484375, "clip_score_dfn_public_next_turn_only_min": 1.0634765625, "clip_score_dfn_public_next_turn_only_mean": 1.0634765625, "clip_score_dfn_public_next_turn_only_max": 1.0634765625, "clip_score_siglip2_b16_224_next_turn_only_min": -12.328125, "clip_score_siglip2_b16_224_next_turn_only_mean": -12.328125, "clip_score_siglip2_b16_224_next_turn_only_max": -12.328125, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.5234375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.5234375, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.5234375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.984375, "clip_score_dfn_public_prev_and_next_turn_min": -0.1644287109375, "clip_score_dfn_public_prev_and_next_turn_mean": -0.1644287109375, "clip_score_dfn_public_prev_and_next_turn_max": -0.1644287109375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.53125, "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": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2766.81 }, "im_clarity_mean": 2766.81, "im_clarity_min": 2766.81, "im_clarity_max": 2766.81, "im_luma": { "jpg": 213.79 }, "im_luma_mean": 213.79, "im_luma_min": 213.79, "im_luma_max": 213.79, "im_saturation": { "jpg": 15.44 }, "im_saturation_mean": 15.44, "im_saturation_min": 15.44, "im_saturation_max": 15.44, "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": -1.1318359375, "unifilter_score_qwen3_0_6b": -3.8984375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.49601622563696, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.04910408813149462, "language_detection_annotation_lingua_2_lan": "yo", "language_detection_annotation_lingua_2_score": 0.03272857769263768, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9036634564399719, "language_detection_annotation_nllb_1_lan": "zh", "language_detection_annotation_nllb_1_score": 0.010455645620822906, "language_detection_annotation_nllb_2_lan": "it", "language_detection_annotation_nllb_2_score": 0.007050198502838612, "text_quality_weborganizer_topic_label": "Health", "text_quality_weborganizer_topic_score": 0.7420104146003723, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.7064157128334045, "text_quality_nvidia_domain_label": "Health", "text_quality_nvidia_domain_score": 0.9506670236587524, "text_quality_nvidia_edu_nemotron4_score": 0.86083984375, "text_quality_nvidia_edu_mixtral_score": 0.83203125, "text_quality_dclmbaseline_fasttext_score": 0.9620692133903503, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0007269978523254395, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 7.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.0625, "within_sample_repetition_detection": 10.0 }, "5": { "detoxify": 1, "length_chars": 100, "length_tokens": 1862, "length_tokens_text_only": 70, "length_tokens_trainable_only": 10, "length_images": 1, "iqa_live_mean": 0.18472459581163192, "iqa_live_min": 0.18472459581163192, "iqa_live_max": 0.18472459581163192, "iqa_csiq_mean": 0.33697932958602905, "iqa_csiq_min": 0.33697932958602905, "iqa_csiq_max": 0.33697932958602905, "iqa_tid2013_mean": 0.33206839031643337, "iqa_tid2013_min": 0.33206839031643337, "iqa_tid2013_max": 0.33206839031643337, "iqa_kadid10k_mean": 0.0, "iqa_kadid10k_min": 0.0, "iqa_kadid10k_max": 0.0, "iqa_flive_mean": 0.6403577399976327, "iqa_flive_min": 0.6403577399976327, "iqa_flive_max": 0.6403577399976327, "iqa_spaq_mean": 0.6349891123145518, "iqa_spaq_min": 0.6349891123145518, "iqa_spaq_max": 0.6349891123145518, "iqa_clive_mean": 0.6881485755997475, "iqa_clive_min": 0.6881485755997475, "iqa_clive_max": 0.6881485755997475, "iqa_koniq10k_mean": 0.44232489845969464, "iqa_koniq10k_min": 0.44232489845969464, "iqa_koniq10k_max": 0.44232489845969464, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8686072051086207 }, { "lang": "tl", "score": 0.053700593044807454 }, { "lang": "la", "score": 0.009836661349435187 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9076018929481506 }, { "lang": "id", "score": 0.006593415979295969 }, { "lang": "de", "score": 0.005103989038616419 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.18472459581163192, "iqa_v2_live_min": 0.18472459581163192, "iqa_v2_live_max": 0.18472459581163192, "iqa_v2_csiq_mean": 0.33697932958602905, "iqa_v2_csiq_min": 0.33697932958602905, "iqa_v2_csiq_max": 0.33697932958602905, "iqa_v2_tid2013_mean": 0.33206839031643337, "iqa_v2_tid2013_min": 0.33206839031643337, "iqa_v2_tid2013_max": 0.33206839031643337, "iqa_v2_kadid10k_mean": 0.0, "iqa_v2_kadid10k_min": 0.0, "iqa_v2_kadid10k_max": 0.0, "iqa_v2_flive_mean": 0.6403577399976327, "iqa_v2_flive_min": 0.6403577399976327, "iqa_v2_flive_max": 0.6403577399976327, "iqa_v2_spaq_mean": 0.6349891123145518, "iqa_v2_spaq_min": 0.6349891123145518, "iqa_v2_spaq_max": 0.6349891123145518, "iqa_v2_clive_mean": 0.6881485755997475, "iqa_v2_clive_min": 0.6881485755997475, "iqa_v2_clive_max": 0.6881485755997475, "iqa_v2_koniq10k_mean": 0.44232489845969464, "iqa_v2_koniq10k_min": 0.44232489845969464, "iqa_v2_koniq10k_max": 0.44232489845969464, "imdecont": { "jpg": 0.4205973148345947 }, "imdecont_image_match": { "jpg": 72068 }, "imdecont_max": 0.4205973148345947, "imdecont_mean": 0.4205973148345947, "imdecont_min": 0.4205973148345947, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.375, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.375, "clip_score_dfn_public_prev_turn_only_min": 1.8916015625, "clip_score_dfn_public_prev_turn_only_mean": 1.8916015625, "clip_score_dfn_public_prev_turn_only_max": 1.8916015625, "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": 21.734375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.734375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.734375, "clip_score_clip_vitl14_224_next_turn_only_min": 16.171875, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.171875, "clip_score_clip_vitl14_224_next_turn_only_max": 16.171875, "clip_score_dfn_public_next_turn_only_min": -0.492919921875, "clip_score_dfn_public_next_turn_only_mean": -0.492919921875, "clip_score_dfn_public_next_turn_only_max": -0.492919921875, "clip_score_siglip2_b16_224_next_turn_only_min": -12.375, "clip_score_siglip2_b16_224_next_turn_only_mean": -12.375, "clip_score_siglip2_b16_224_next_turn_only_max": -12.375, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.390625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.390625, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.390625, "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": 2.126953125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.126953125, "clip_score_dfn_public_prev_and_next_turn_max": 2.126953125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.5703125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.5703125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.5703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 19.453125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 19.453125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 19.453125, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3210.47 }, "im_clarity_mean": 3210.47, "im_clarity_min": 3210.47, "im_clarity_max": 3210.47, "im_luma": { "jpg": 232.08 }, "im_luma_mean": 232.08, "im_luma_min": 232.08, "im_luma_max": 232.08, "im_saturation": { "jpg": 13.07 }, "im_saturation_mean": 13.07, "im_saturation_min": 13.07, "im_saturation_max": 13.07, "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": 2.205078125, "unifilter_score_qwen3_0_6b": 3.857421875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8686072051086207, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.053700593044807454, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.009836661349435187, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9076018929481506, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.006593415979295969, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.005103989038616419, "text_quality_weborganizer_topic_label": "Finance & Business", "text_quality_weborganizer_topic_score": 0.5083265900611877, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.3643912076950073, "text_quality_nvidia_domain_label": "Shopping", "text_quality_nvidia_domain_score": 0.574774444103241, "text_quality_nvidia_edu_nemotron4_score": 1.0537109375, "text_quality_nvidia_edu_mixtral_score": 0.59521484375, "text_quality_dclmbaseline_fasttext_score": 0.9538111090660095, "text_quality_dolma3_fasttext_score": 0.004269540309906006, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0201757550239563, "custom_fasttext_core_clean_fasttext_score": 0.00512087345123291, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 6.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 5.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.28125, "within_sample_repetition_detection": 10.0 }, "3": { "detoxify": 1, "length_chars": 56, "length_tokens": 1850, "length_tokens_text_only": 59, "length_tokens_trainable_only": 3, "length_images": 1, "iqa_live_mean": 0.40868296767726087, "iqa_live_min": 0.40868296767726087, "iqa_live_max": 0.40868296767726087, "iqa_csiq_mean": 0.539005696773529, "iqa_csiq_min": 0.539005696773529, "iqa_csiq_max": 0.539005696773529, "iqa_tid2013_mean": 0.3251239458719889, "iqa_tid2013_min": 0.3251239458719889, "iqa_tid2013_max": 0.3251239458719889, "iqa_kadid10k_mean": 0.1580810546875, "iqa_kadid10k_min": 0.1580810546875, "iqa_kadid10k_max": 0.1580810546875, "iqa_flive_mean": 0.688830751361269, "iqa_flive_min": 0.688830751361269, "iqa_flive_max": 0.688830751361269, "iqa_spaq_mean": 0.8467946678701074, "iqa_spaq_min": 0.8467946678701074, "iqa_spaq_max": 0.8467946678701074, "iqa_clive_mean": 0.5817723515057805, "iqa_clive_min": 0.5817723515057805, "iqa_clive_max": 0.5817723515057805, "iqa_koniq10k_mean": 0.5622743934091896, "iqa_koniq10k_min": 0.5622743934091896, "iqa_koniq10k_max": 0.5622743934091896, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.5758259200348315 }, { "lang": "nl", "score": 0.07114352574935259 }, { "lang": "de", "score": 0.05730998110047818 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7906890511512756 }, { "lang": "id", "score": 0.023636098951101303 }, { "lang": "fr", "score": 0.02027544379234314 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.40868296767726087, "iqa_v2_live_min": 0.40868296767726087, "iqa_v2_live_max": 0.40868296767726087, "iqa_v2_csiq_mean": 0.539005696773529, "iqa_v2_csiq_min": 0.539005696773529, "iqa_v2_csiq_max": 0.539005696773529, "iqa_v2_tid2013_mean": 0.3251239458719889, "iqa_v2_tid2013_min": 0.3251239458719889, "iqa_v2_tid2013_max": 0.3251239458719889, "iqa_v2_kadid10k_mean": 0.1580810546875, "iqa_v2_kadid10k_min": 0.1580810546875, "iqa_v2_kadid10k_max": 0.1580810546875, "iqa_v2_flive_mean": 0.688830751361269, "iqa_v2_flive_min": 0.688830751361269, "iqa_v2_flive_max": 0.688830751361269, "iqa_v2_spaq_mean": 0.8467946678701074, "iqa_v2_spaq_min": 0.8467946678701074, "iqa_v2_spaq_max": 0.8467946678701074, "iqa_v2_clive_mean": 0.5817723515057805, "iqa_v2_clive_min": 0.5817723515057805, "iqa_v2_clive_max": 0.5817723515057805, "iqa_v2_koniq10k_mean": 0.5622743934091896, "iqa_v2_koniq10k_min": 0.5622743934091896, "iqa_v2_koniq10k_max": 0.5622743934091896, "imdecont": { "jpg": 0.4053080081939697 }, "imdecont_image_match": { "jpg": 86462 }, "imdecont_max": 0.4053080081939697, "imdecont_mean": 0.4053080081939697, "imdecont_min": 0.4053080081939697, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.46875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.46875, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.46875, "clip_score_dfn_public_prev_turn_only_min": 0.96923828125, "clip_score_dfn_public_prev_turn_only_mean": 0.96923828125, "clip_score_dfn_public_prev_turn_only_max": 0.96923828125, "clip_score_siglip2_b16_224_prev_turn_only_min": -4.4296875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -4.4296875, "clip_score_siglip2_b16_224_prev_turn_only_max": -4.4296875, "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": 16.0625, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.0625, "clip_score_clip_vitl14_224_next_turn_only_max": 16.0625, "clip_score_dfn_public_next_turn_only_min": 0.71728515625, "clip_score_dfn_public_next_turn_only_mean": 0.71728515625, "clip_score_dfn_public_next_turn_only_max": 0.71728515625, "clip_score_siglip2_b16_224_next_turn_only_min": -11.2890625, "clip_score_siglip2_b16_224_next_turn_only_mean": -11.2890625, "clip_score_siglip2_b16_224_next_turn_only_max": -11.2890625, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.859375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.859375, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.859375, "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": 0.0117645263671875, "clip_score_dfn_public_prev_and_next_turn_mean": 0.0117645263671875, "clip_score_dfn_public_prev_and_next_turn_max": 0.0117645263671875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 19.28125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 19.28125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 19.28125, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2199.07 }, "im_clarity_mean": 2199.07, "im_clarity_min": 2199.07, "im_clarity_max": 2199.07, "im_luma": { "jpg": 227.26 }, "im_luma_mean": 227.26, "im_luma_min": 227.26, "im_luma_max": 227.26, "im_saturation": { "jpg": 24.51 }, "im_saturation_mean": 24.51, "im_saturation_min": 24.51, "im_saturation_max": 24.51, "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": 0.5654296875, "unifilter_score_qwen3_0_6b": 0.486083984375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.5758259200348315, "language_detection_annotation_lingua_1_lan": "nl", "language_detection_annotation_lingua_1_score": 0.07114352574935259, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 0.05730998110047818, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7906890511512756, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.023636098951101303, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.02027544379234314, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.9805164933204651, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.7423244714736938, "text_quality_nvidia_domain_label": "Internet_and_Telecom", "text_quality_nvidia_domain_score": 0.9846342206001282, "text_quality_nvidia_edu_nemotron4_score": 0.281494140625, "text_quality_nvidia_edu_mixtral_score": 0.08319091796875, "text_quality_dclmbaseline_fasttext_score": 0.06428992748260498, "text_quality_dolma3_fasttext_score": 0.9904756546020508, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.9704825282096863, "custom_fasttext_core_clean_fasttext_score": 0.9657719135284424, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.25, "within_sample_repetition_detection": 10.0 }, "13": { "detoxify": 1, "length_chars": 55, "length_tokens": 1857, "length_tokens_text_only": 65, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.3623603281348642, "iqa_live_min": 0.3623603281348642, "iqa_live_max": 0.3623603281348642, "iqa_csiq_mean": 0.535160481929779, "iqa_csiq_min": 0.535160481929779, "iqa_csiq_max": 0.535160481929779, "iqa_tid2013_mean": 0.3577845361497667, "iqa_tid2013_min": 0.3577845361497667, "iqa_tid2013_max": 0.3577845361497667, "iqa_kadid10k_mean": 0.1397705078125, "iqa_kadid10k_min": 0.1397705078125, "iqa_kadid10k_max": 0.1397705078125, "iqa_flive_mean": 0.620727847320865, "iqa_flive_min": 0.620727847320865, "iqa_flive_max": 0.620727847320865, "iqa_spaq_mean": 0.7858729506983902, "iqa_spaq_min": 0.7858729506983902, "iqa_spaq_max": 0.7858729506983902, "iqa_clive_mean": 0.5457085888795179, "iqa_clive_min": 0.5457085888795179, "iqa_clive_max": 0.5457085888795179, "iqa_koniq10k_mean": 0.4951973732071694, "iqa_koniq10k_min": 0.4951973732071694, "iqa_koniq10k_max": 0.4951973732071694, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.40448487054672416 }, { "lang": "cy", "score": 0.051310799646857794 }, { "lang": "tl", "score": 0.04780890625406394 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7249941825866699 }, { "lang": "es", "score": 0.030140990391373634 }, { "lang": "ru", "score": 0.02090882882475853 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3623603281348642, "iqa_v2_live_min": 0.3623603281348642, "iqa_v2_live_max": 0.3623603281348642, "iqa_v2_csiq_mean": 0.535160481929779, "iqa_v2_csiq_min": 0.535160481929779, "iqa_v2_csiq_max": 0.535160481929779, "iqa_v2_tid2013_mean": 0.3577845361497667, "iqa_v2_tid2013_min": 0.3577845361497667, "iqa_v2_tid2013_max": 0.3577845361497667, "iqa_v2_kadid10k_mean": 0.1397705078125, "iqa_v2_kadid10k_min": 0.1397705078125, "iqa_v2_kadid10k_max": 0.1397705078125, "iqa_v2_flive_mean": 0.620727847320865, "iqa_v2_flive_min": 0.620727847320865, "iqa_v2_flive_max": 0.620727847320865, "iqa_v2_spaq_mean": 0.7858729506983902, "iqa_v2_spaq_min": 0.7858729506983902, "iqa_v2_spaq_max": 0.7858729506983902, "iqa_v2_clive_mean": 0.5457085888795179, "iqa_v2_clive_min": 0.5457085888795179, "iqa_v2_clive_max": 0.5457085888795179, "iqa_v2_koniq10k_mean": 0.4951973732071694, "iqa_v2_koniq10k_min": 0.4951973732071694, "iqa_v2_koniq10k_max": 0.4951973732071694, "imdecont": { "jpg": 0.4910685420036316 }, "imdecont_image_match": { "jpg": 204334 }, "imdecont_max": 0.4910685420036316, "imdecont_mean": 0.4910685420036316, "imdecont_min": 0.4910685420036316, "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": 1.9912109375, "clip_score_dfn_public_prev_turn_only_mean": 1.9912109375, "clip_score_dfn_public_prev_turn_only_max": 1.9912109375, "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": 25.875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.875, "clip_score_clip_vitl14_224_next_turn_only_min": 11.6171875, "clip_score_clip_vitl14_224_next_turn_only_mean": 11.6171875, "clip_score_clip_vitl14_224_next_turn_only_max": 11.6171875, "clip_score_dfn_public_next_turn_only_min": 1.2705078125, "clip_score_dfn_public_next_turn_only_mean": 1.2705078125, "clip_score_dfn_public_next_turn_only_max": 1.2705078125, "clip_score_siglip2_b16_224_next_turn_only_min": -11.4375, "clip_score_siglip2_b16_224_next_turn_only_mean": -11.4375, "clip_score_siglip2_b16_224_next_turn_only_max": -11.4375, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.4921875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.4921875, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.4921875, "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": 1.7138671875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.7138671875, "clip_score_dfn_public_prev_and_next_turn_max": 1.7138671875, "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": 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": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2088.02 }, "im_clarity_mean": 2088.02, "im_clarity_min": 2088.02, "im_clarity_max": 2088.02, "im_luma": { "jpg": 203.22 }, "im_luma_mean": 203.22, "im_luma_min": 203.22, "im_luma_max": 203.22, "im_saturation": { "jpg": 32.02 }, "im_saturation_mean": 32.02, "im_saturation_min": 32.02, "im_saturation_max": 32.02, "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": 1.7802734375, "unifilter_score_qwen3_0_6b": -1.265625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.40448487054672416, "language_detection_annotation_lingua_1_lan": "cy", "language_detection_annotation_lingua_1_score": 0.051310799646857794, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.04780890625406394, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7249941825866699, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.030140990391373634, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.02090882882475853, "text_quality_weborganizer_topic_label": "Education & Jobs", "text_quality_weborganizer_topic_score": 0.9409199357032776, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.6740601658821106, "text_quality_nvidia_domain_label": "Jobs_and_Education", "text_quality_nvidia_domain_score": 0.9932703375816345, "text_quality_nvidia_edu_nemotron4_score": 0.399658203125, "text_quality_nvidia_edu_mixtral_score": 0.1961669921875, "text_quality_dclmbaseline_fasttext_score": 0.8710169196128845, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 1.1682510375976562e-05, "custom_fasttext_core_clean_fasttext_score": 0.00024300813674926758, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 6.78125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.15625, "within_sample_repetition_detection": 10.0 }, "1": { "detoxify": 1, "length_chars": 62, "length_tokens": 1852, "length_tokens_text_only": 61, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.3480768685389046, "iqa_live_min": 0.3480768685389046, "iqa_live_max": 0.3480768685389046, "iqa_csiq_mean": 0.504215657711029, "iqa_csiq_min": 0.504215657711029, "iqa_csiq_max": 0.504215657711029, "iqa_tid2013_mean": 0.4158357514275445, "iqa_tid2013_min": 0.4158357514275445, "iqa_tid2013_max": 0.4158357514275445, "iqa_kadid10k_mean": 0.0, "iqa_kadid10k_min": 0.0, "iqa_kadid10k_max": 0.0, "iqa_flive_mean": 0.6099166099471276, "iqa_flive_min": 0.6099166099471276, "iqa_flive_max": 0.6099166099471276, "iqa_spaq_mean": 0.7339474456478852, "iqa_spaq_min": 0.7339474456478852, "iqa_spaq_max": 0.7339474456478852, "iqa_clive_mean": 0.6537420099431819, "iqa_clive_min": 0.6537420099431819, "iqa_clive_max": 0.6537420099431819, "iqa_koniq10k_mean": 0.48904207017686635, "iqa_koniq10k_min": 0.48904207017686635, "iqa_koniq10k_max": 0.48904207017686635, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.43227341803486724 }, { "lang": "de", "score": 0.043644619740146176 }, { "lang": "la", "score": 0.04039674090304439 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8810915350914001 }, { "lang": "ro", "score": 0.011443579569458961 }, { "lang": "pt", "score": 0.00883408822119236 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.3480768685389046, "iqa_v2_live_min": 0.3480768685389046, "iqa_v2_live_max": 0.3480768685389046, "iqa_v2_csiq_mean": 0.504215657711029, "iqa_v2_csiq_min": 0.504215657711029, "iqa_v2_csiq_max": 0.504215657711029, "iqa_v2_tid2013_mean": 0.4158357514275445, "iqa_v2_tid2013_min": 0.4158357514275445, "iqa_v2_tid2013_max": 0.4158357514275445, "iqa_v2_kadid10k_mean": 0.0, "iqa_v2_kadid10k_min": 0.0, "iqa_v2_kadid10k_max": 0.0, "iqa_v2_flive_mean": 0.6099166099471276, "iqa_v2_flive_min": 0.6099166099471276, "iqa_v2_flive_max": 0.6099166099471276, "iqa_v2_spaq_mean": 0.7339474456478852, "iqa_v2_spaq_min": 0.7339474456478852, "iqa_v2_spaq_max": 0.7339474456478852, "iqa_v2_clive_mean": 0.6537420099431819, "iqa_v2_clive_min": 0.6537420099431819, "iqa_v2_clive_max": 0.6537420099431819, "iqa_v2_koniq10k_mean": 0.48904207017686635, "iqa_v2_koniq10k_min": 0.48904207017686635, "iqa_v2_koniq10k_max": 0.48904207017686635, "imdecont": { "jpg": 0.4716196060180664 }, "imdecont_image_match": { "jpg": 72068 }, "imdecont_max": 0.4716196060180664, "imdecont_mean": 0.4716196060180664, "imdecont_min": 0.4716196060180664, "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": 1.50390625, "clip_score_dfn_public_prev_turn_only_mean": 1.50390625, "clip_score_dfn_public_prev_turn_only_max": 1.50390625, "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": 28.5625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.5625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.5625, "clip_score_clip_vitl14_224_next_turn_only_min": 11.0703125, "clip_score_clip_vitl14_224_next_turn_only_mean": 11.0703125, "clip_score_clip_vitl14_224_next_turn_only_max": 11.0703125, "clip_score_dfn_public_next_turn_only_min": 1.3798828125, "clip_score_dfn_public_next_turn_only_mean": 1.3798828125, "clip_score_dfn_public_next_turn_only_max": 1.3798828125, "clip_score_siglip2_b16_224_next_turn_only_min": -9.671875, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.671875, "clip_score_siglip2_b16_224_next_turn_only_max": -9.671875, "clip_score_longclip_vitl14_224_next_turn_only_min": 11.1875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 11.1875, "clip_score_longclip_vitl14_224_next_turn_only_max": 11.1875, "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": 2.107421875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.107421875, "clip_score_dfn_public_prev_and_next_turn_max": 2.107421875, "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": 28.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.203125, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2553.03 }, "im_clarity_mean": 2553.03, "im_clarity_min": 2553.03, "im_clarity_max": 2553.03, "im_luma": { "jpg": 218.12 }, "im_luma_mean": 218.12, "im_luma_min": 218.12, "im_luma_max": 218.12, "im_saturation": { "jpg": 8.86 }, "im_saturation_mean": 8.86, "im_saturation_min": 8.86, "im_saturation_max": 8.86, "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": 0.01424407958984375, "unifilter_score_qwen3_0_6b": 0.7783203125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.43227341803486724, "language_detection_annotation_lingua_1_lan": "de", "language_detection_annotation_lingua_1_score": 0.043644619740146176, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.04039674090304439, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8810915350914001, "language_detection_annotation_nllb_1_lan": "ro", "language_detection_annotation_nllb_1_score": 0.011443579569458961, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.00883408822119236, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.7160624265670776, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.34204980731010437, "text_quality_nvidia_domain_label": "Computers_and_Electronics", "text_quality_nvidia_domain_score": 0.9317988753318787, "text_quality_nvidia_edu_nemotron4_score": 0.250732421875, "text_quality_nvidia_edu_mixtral_score": 0.2208251953125, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.09844428300857544, "custom_fasttext_core_clean_fasttext_score": 0.00021582841873168945, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 7.53125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.65625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.125, "within_sample_repetition_detection": 10.0 }, "16": { "detoxify": 1, "length_chars": 122, "length_tokens": 1864, "length_tokens_text_only": 72, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.3677265282833214, "iqa_live_min": 0.3677265282833214, "iqa_live_max": 0.3677265282833214, "iqa_csiq_mean": 0.516849935054779, "iqa_csiq_min": 0.516849935054779, "iqa_csiq_max": 0.516849935054779, "iqa_tid2013_mean": 0.4295618798997667, "iqa_tid2013_min": 0.4295618798997667, "iqa_tid2013_max": 0.4295618798997667, "iqa_kadid10k_mean": 0.0699462890625, "iqa_kadid10k_min": 0.0699462890625, "iqa_kadid10k_max": 0.0699462890625, "iqa_flive_mean": 0.6528459028764205, "iqa_flive_min": 0.6528459028764205, "iqa_flive_max": 0.6528459028764205, "iqa_spaq_mean": 0.7039600719105115, "iqa_spaq_min": 0.7039600719105115, "iqa_spaq_max": 0.7039600719105115, "iqa_clive_mean": 0.6516902422664141, "iqa_clive_min": 0.6516902422664141, "iqa_clive_max": 0.6516902422664141, "iqa_koniq10k_mean": 0.5928930802778765, "iqa_koniq10k_min": 0.5928930802778765, "iqa_koniq10k_max": 0.5928930802778765, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9801711141512639 }, { "lang": "tl", "score": 0.01002448789920997 }, { "lang": "la", "score": 0.0013673657286726098 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8626847267150879 }, { "lang": "th", "score": 0.009138242341578007 }, { "lang": "ru", "score": 0.0073034195229411125 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.3677265282833214, "iqa_v2_live_min": 0.3677265282833214, "iqa_v2_live_max": 0.3677265282833214, "iqa_v2_csiq_mean": 0.516849935054779, "iqa_v2_csiq_min": 0.516849935054779, "iqa_v2_csiq_max": 0.516849935054779, "iqa_v2_tid2013_mean": 0.4295618798997667, "iqa_v2_tid2013_min": 0.4295618798997667, "iqa_v2_tid2013_max": 0.4295618798997667, "iqa_v2_kadid10k_mean": 0.0699462890625, "iqa_v2_kadid10k_min": 0.0699462890625, "iqa_v2_kadid10k_max": 0.0699462890625, "iqa_v2_flive_mean": 0.6528459028764205, "iqa_v2_flive_min": 0.6528459028764205, "iqa_v2_flive_max": 0.6528459028764205, "iqa_v2_spaq_mean": 0.7039600719105115, "iqa_v2_spaq_min": 0.7039600719105115, "iqa_v2_spaq_max": 0.7039600719105115, "iqa_v2_clive_mean": 0.6516902422664141, "iqa_v2_clive_min": 0.6516902422664141, "iqa_v2_clive_max": 0.6516902422664141, "iqa_v2_koniq10k_mean": 0.5928930802778765, "iqa_v2_koniq10k_min": 0.5928930802778765, "iqa_v2_koniq10k_max": 0.5928930802778765, "imdecont": { "jpg": 0.37361443042755127 }, "imdecont_image_match": { "jpg": 72068 }, "imdecont_max": 0.37361443042755127, "imdecont_mean": 0.37361443042755127, "imdecont_min": 0.37361443042755127, "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": 4.65234375, "clip_score_dfn_public_prev_turn_only_mean": 4.65234375, "clip_score_dfn_public_prev_turn_only_max": 4.65234375, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.015625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.015625, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.015625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.03125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.03125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.03125, "clip_score_clip_vitl14_224_next_turn_only_min": 10.7265625, "clip_score_clip_vitl14_224_next_turn_only_mean": 10.7265625, "clip_score_clip_vitl14_224_next_turn_only_max": 10.7265625, "clip_score_dfn_public_next_turn_only_min": 1.767578125, "clip_score_dfn_public_next_turn_only_mean": 1.767578125, "clip_score_dfn_public_next_turn_only_max": 1.767578125, "clip_score_siglip2_b16_224_next_turn_only_min": -10.9765625, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.9765625, "clip_score_siglip2_b16_224_next_turn_only_max": -10.9765625, "clip_score_longclip_vitl14_224_next_turn_only_min": 12.8671875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 12.8671875, "clip_score_longclip_vitl14_224_next_turn_only_max": 12.8671875, "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": 4.57421875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.57421875, "clip_score_dfn_public_prev_and_next_turn_max": 4.57421875, "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": 26.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.875, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3128.21 }, "im_clarity_mean": 3128.21, "im_clarity_min": 3128.21, "im_clarity_max": 3128.21, "im_luma": { "jpg": 210.07 }, "im_luma_mean": 210.07, "im_luma_min": 210.07, "im_luma_max": 210.07, "im_saturation": { "jpg": 22.55 }, "im_saturation_mean": 22.55, "im_saturation_min": 22.55, "im_saturation_max": 22.55, "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": -0.541015625, "unifilter_score_qwen3_0_6b": -1.8330078125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9801711141512639, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.01002448789920997, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.0013673657286726098, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8626847267150879, "language_detection_annotation_nllb_1_lan": "th", "language_detection_annotation_nllb_1_score": 0.009138242341578007, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.0073034195229411125, "text_quality_weborganizer_topic_label": "Health", "text_quality_weborganizer_topic_score": 0.9575728178024292, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5535533428192139, "text_quality_nvidia_domain_label": "Health", "text_quality_nvidia_domain_score": 0.9999576807022095, "text_quality_nvidia_edu_nemotron4_score": 1.265625, "text_quality_nvidia_edu_mixtral_score": 0.63232421875, "text_quality_dclmbaseline_fasttext_score": 0.09497076272964478, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 2.3126602172851562e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 6.67572021484375e-06, "custom_fasttext_core_clean_fasttext_score": 2.5391578674316406e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 6.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 5.78125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.90625, "within_sample_repetition_detection": 9.0 }, "17": { "detoxify": 1, "length_chars": 64, "length_tokens": 1863, "length_tokens_text_only": 71, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.5096832044196851, "iqa_live_min": 0.5096832044196851, "iqa_live_max": 0.5096832044196851, "iqa_csiq_mean": 0.644230306148529, "iqa_csiq_min": 0.644230306148529, "iqa_csiq_max": 0.644230306148529, "iqa_tid2013_mean": 0.4229972097608778, "iqa_tid2013_min": 0.4229972097608778, "iqa_tid2013_max": 0.4229972097608778, "iqa_kadid10k_mean": 0.2227783203125, "iqa_kadid10k_min": 0.2227783203125, "iqa_kadid10k_max": 0.2227783203125, "iqa_flive_mean": 0.6990106756036932, "iqa_flive_min": 0.6990106756036932, "iqa_flive_max": 0.6990106756036932, "iqa_spaq_mean": 0.7767189102943498, "iqa_spaq_min": 0.7767189102943498, "iqa_spaq_max": 0.7767189102943498, "iqa_clive_mean": 0.7053518584280304, "iqa_clive_min": 0.7053518584280304, "iqa_clive_max": 0.7053518584280304, "iqa_koniq10k_mean": 0.63392843381323, "iqa_koniq10k_min": 0.63392843381323, "iqa_koniq10k_max": 0.63392843381323, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.7331480121050088 }, { "lang": "tl", "score": 0.06221078865568272 }, { "lang": "zu", "score": 0.02166177963262377 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9694094657897949 }, { "lang": "kn", "score": 0.0021695636678487062 }, { "lang": "fa", "score": 0.0021304572001099586 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5096832044196851, "iqa_v2_live_min": 0.5096832044196851, "iqa_v2_live_max": 0.5096832044196851, "iqa_v2_csiq_mean": 0.644230306148529, "iqa_v2_csiq_min": 0.644230306148529, "iqa_v2_csiq_max": 0.644230306148529, "iqa_v2_tid2013_mean": 0.4229972097608778, "iqa_v2_tid2013_min": 0.4229972097608778, "iqa_v2_tid2013_max": 0.4229972097608778, "iqa_v2_kadid10k_mean": 0.2227783203125, "iqa_v2_kadid10k_min": 0.2227783203125, "iqa_v2_kadid10k_max": 0.2227783203125, "iqa_v2_flive_mean": 0.6990106756036932, "iqa_v2_flive_min": 0.6990106756036932, "iqa_v2_flive_max": 0.6990106756036932, "iqa_v2_spaq_mean": 0.7767189102943498, "iqa_v2_spaq_min": 0.7767189102943498, "iqa_v2_spaq_max": 0.7767189102943498, "iqa_v2_clive_mean": 0.7053518584280304, "iqa_v2_clive_min": 0.7053518584280304, "iqa_v2_clive_max": 0.7053518584280304, "iqa_v2_koniq10k_mean": 0.63392843381323, "iqa_v2_koniq10k_min": 0.63392843381323, "iqa_v2_koniq10k_max": 0.63392843381323, "imdecont": { "jpg": 0.4965866804122925 }, "imdecont_image_match": { "jpg": 206244 }, "imdecont_max": 0.4965866804122925, "imdecont_mean": 0.4965866804122925, "imdecont_min": 0.4965866804122925, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.875, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.875, "clip_score_dfn_public_prev_turn_only_min": 0.67333984375, "clip_score_dfn_public_prev_turn_only_mean": 0.67333984375, "clip_score_dfn_public_prev_turn_only_max": 0.67333984375, "clip_score_siglip2_b16_224_prev_turn_only_min": -2.3046875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.3046875, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.3046875, "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": 11.71875, "clip_score_clip_vitl14_224_next_turn_only_mean": 11.71875, "clip_score_clip_vitl14_224_next_turn_only_max": 11.71875, "clip_score_dfn_public_next_turn_only_min": 1.5458984375, "clip_score_dfn_public_next_turn_only_mean": 1.5458984375, "clip_score_dfn_public_next_turn_only_max": 1.5458984375, "clip_score_siglip2_b16_224_next_turn_only_min": -11.1875, "clip_score_siglip2_b16_224_next_turn_only_mean": -11.1875, "clip_score_siglip2_b16_224_next_turn_only_max": -11.1875, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.7421875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.7421875, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.7421875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.0625, "clip_score_dfn_public_prev_and_next_turn_min": -0.8603515625, "clip_score_dfn_public_prev_and_next_turn_mean": -0.8603515625, "clip_score_dfn_public_prev_and_next_turn_max": -0.8603515625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.9609375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.9609375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.9609375, "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": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3118.79 }, "im_clarity_mean": 3118.79, "im_clarity_min": 3118.79, "im_clarity_max": 3118.79, "im_luma": { "jpg": 228.84 }, "im_luma_mean": 228.84, "im_luma_min": 228.84, "im_luma_max": 228.84, "im_saturation": { "jpg": 19.12 }, "im_saturation_mean": 19.12, "im_saturation_min": 19.12, "im_saturation_max": 19.12, "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": -0.1348876953125, "unifilter_score_qwen3_0_6b": -1.986328125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.7331480121050088, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.06221078865568272, "language_detection_annotation_lingua_2_lan": "zu", "language_detection_annotation_lingua_2_score": 0.02166177963262377, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9694094657897949, "language_detection_annotation_nllb_1_lan": "kn", "language_detection_annotation_nllb_1_score": 0.0021695636678487062, "language_detection_annotation_nllb_2_lan": "fa", "language_detection_annotation_nllb_2_score": 0.0021304572001099586, "text_quality_weborganizer_topic_label": "Transportation", "text_quality_weborganizer_topic_score": 0.889127790927887, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5707135200500488, "text_quality_nvidia_domain_label": "Autos_and_Vehicles", "text_quality_nvidia_domain_score": 0.9999649524688721, "text_quality_nvidia_edu_nemotron4_score": 0.1058349609375, "text_quality_nvidia_edu_mixtral_score": 0.18603515625, "text_quality_dclmbaseline_fasttext_score": 6.079673767089844e-06, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00176316499710083, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 6.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 5.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.21875, "within_sample_repetition_detection": 10.0 }, "11": { "detoxify": 1, "length_chars": 73, "length_tokens": 1855, "length_tokens_text_only": 63, "length_tokens_trainable_only": 3, "length_images": 1, "iqa_live_mean": 0.5811103666671598, "iqa_live_min": 0.5811103666671598, "iqa_live_max": 0.5811103666671598, "iqa_csiq_mean": 0.700993001461029, "iqa_csiq_min": 0.700993001461029, "iqa_csiq_max": 0.700993001461029, "iqa_tid2013_mean": 0.4414705170525445, "iqa_tid2013_min": 0.4414705170525445, "iqa_tid2013_max": 0.4414705170525445, "iqa_kadid10k_mean": 0.3089599609375, "iqa_kadid10k_min": 0.3089599609375, "iqa_kadid10k_max": 0.3089599609375, "iqa_flive_mean": 0.6855952715632893, "iqa_flive_min": 0.6855952715632893, "iqa_flive_max": 0.6855952715632893, "iqa_spaq_mean": 0.7164285062539457, "iqa_spaq_min": 0.7164285062539457, "iqa_spaq_max": 0.7164285062539457, "iqa_clive_mean": 0.657687717013889, "iqa_clive_min": 0.657687717013889, "iqa_clive_max": 0.657687717013889, "iqa_koniq10k_mean": 0.6856960720486112, "iqa_koniq10k_min": 0.6856960720486112, "iqa_koniq10k_max": 0.6856960720486112, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.7936050590717013 }, { "lang": "la", "score": 0.0328228620830729 }, { "lang": "tl", "score": 0.030220922324787965 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8814877271652222 }, { "lang": "bn", "score": 0.008283975534141064 }, { "lang": "th", "score": 0.007672678213566542 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.5811103666671598, "iqa_v2_live_min": 0.5811103666671598, "iqa_v2_live_max": 0.5811103666671598, "iqa_v2_csiq_mean": 0.700993001461029, "iqa_v2_csiq_min": 0.700993001461029, "iqa_v2_csiq_max": 0.700993001461029, "iqa_v2_tid2013_mean": 0.4414705170525445, "iqa_v2_tid2013_min": 0.4414705170525445, "iqa_v2_tid2013_max": 0.4414705170525445, "iqa_v2_kadid10k_mean": 0.3089599609375, "iqa_v2_kadid10k_min": 0.3089599609375, "iqa_v2_kadid10k_max": 0.3089599609375, "iqa_v2_flive_mean": 0.6855952715632893, "iqa_v2_flive_min": 0.6855952715632893, "iqa_v2_flive_max": 0.6855952715632893, "iqa_v2_spaq_mean": 0.7164285062539457, "iqa_v2_spaq_min": 0.7164285062539457, "iqa_v2_spaq_max": 0.7164285062539457, "iqa_v2_clive_mean": 0.657687717013889, "iqa_v2_clive_min": 0.657687717013889, "iqa_v2_clive_max": 0.657687717013889, "iqa_v2_koniq10k_mean": 0.6856960720486112, "iqa_v2_koniq10k_min": 0.6856960720486112, "iqa_v2_koniq10k_max": 0.6856960720486112, "imdecont": { "jpg": 0.4693616032600403 }, "imdecont_image_match": { "jpg": 206899 }, "imdecont_max": 0.4693616032600403, "imdecont_mean": 0.4693616032600403, "imdecont_min": 0.4693616032600403, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.828125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.828125, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.828125, "clip_score_dfn_public_prev_turn_only_min": -0.53076171875, "clip_score_dfn_public_prev_turn_only_mean": -0.53076171875, "clip_score_dfn_public_prev_turn_only_max": -0.53076171875, "clip_score_siglip2_b16_224_prev_turn_only_min": -4.3203125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -4.3203125, "clip_score_siglip2_b16_224_prev_turn_only_max": -4.3203125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.90625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.90625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.90625, "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": 0.7158203125, "clip_score_dfn_public_next_turn_only_mean": 0.7158203125, "clip_score_dfn_public_next_turn_only_max": 0.7158203125, "clip_score_siglip2_b16_224_next_turn_only_min": -5.21875, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.21875, "clip_score_siglip2_b16_224_next_turn_only_max": -5.21875, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.4375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.4375, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 19.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 19.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 19.796875, "clip_score_dfn_public_prev_and_next_turn_min": -0.0340576171875, "clip_score_dfn_public_prev_and_next_turn_mean": -0.0340576171875, "clip_score_dfn_public_prev_and_next_turn_max": -0.0340576171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.2578125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.2578125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.2578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.328125, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2790.33 }, "im_clarity_mean": 2790.33, "im_clarity_min": 2790.33, "im_clarity_max": 2790.33, "im_luma": { "jpg": 232.49 }, "im_luma_mean": 232.49, "im_luma_min": 232.49, "im_luma_max": 232.49, "im_saturation": { "jpg": 13.65 }, "im_saturation_mean": 13.65, "im_saturation_min": 13.65, "im_saturation_max": 13.65, "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": 1.6123046875, "unifilter_score_qwen3_0_6b": 0.9345703125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.7936050590717013, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 0.0328228620830729, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.030220922324787965, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8814877271652222, "language_detection_annotation_nllb_1_lan": "bn", "language_detection_annotation_nllb_1_score": 0.008283975534141064, "language_detection_annotation_nllb_2_lan": "th", "language_detection_annotation_nllb_2_score": 0.007672678213566542, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9672982692718506, "text_quality_weborganizer_format_label": "Audio Transcript", "text_quality_weborganizer_format_score": 0.3707035481929779, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9144402742385864, "text_quality_nvidia_edu_nemotron4_score": 1.0078125, "text_quality_nvidia_edu_mixtral_score": 0.66064453125, "text_quality_dclmbaseline_fasttext_score": 0.9999979734420776, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.13603848218917847, "custom_fasttext_core_clean_fasttext_score": 0.1687319278717041, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 7.53125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.28125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.25, "within_sample_repetition_detection": 10.0 }, "18": { "detoxify": 1, "length_chars": 86, "length_tokens": 1867, "length_tokens_text_only": 75, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.4878930371217053, "iqa_live_min": 0.4878930371217053, "iqa_live_max": 0.4878930371217053, "iqa_csiq_mean": 0.608951985836029, "iqa_csiq_min": 0.608951985836029, "iqa_csiq_max": 0.608951985836029, "iqa_tid2013_mean": 0.3929407861497667, "iqa_tid2013_min": 0.3929407861497667, "iqa_tid2013_max": 0.3929407861497667, "iqa_kadid10k_mean": 0.2156982421875, "iqa_kadid10k_min": 0.2156982421875, "iqa_kadid10k_max": 0.2156982421875, "iqa_flive_mean": 0.679873996310764, "iqa_flive_min": 0.679873996310764, "iqa_flive_max": 0.679873996310764, "iqa_spaq_mean": 0.772931031506471, "iqa_spaq_min": 0.772931031506471, "iqa_spaq_max": 0.772931031506471, "iqa_clive_mean": 0.7217659998421718, "iqa_clive_min": 0.7217659998421718, "iqa_clive_max": 0.7217659998421718, "iqa_koniq10k_mean": 0.6235117671465633, "iqa_koniq10k_min": 0.6235117671465633, "iqa_koniq10k_max": 0.6235117671465633, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.6031407141587988 }, { "lang": "tl", "score": 0.05640623715591742 }, { "lang": "la", "score": 0.03380614932838907 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8811599612236023 }, { "lang": "it", "score": 0.013790460303425789 }, { "lang": "pt", "score": 0.013073340989649296 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.4878930371217053, "iqa_v2_live_min": 0.4878930371217053, "iqa_v2_live_max": 0.4878930371217053, "iqa_v2_csiq_mean": 0.608951985836029, "iqa_v2_csiq_min": 0.608951985836029, "iqa_v2_csiq_max": 0.608951985836029, "iqa_v2_tid2013_mean": 0.3929407861497667, "iqa_v2_tid2013_min": 0.3929407861497667, "iqa_v2_tid2013_max": 0.3929407861497667, "iqa_v2_kadid10k_mean": 0.2156982421875, "iqa_v2_kadid10k_min": 0.2156982421875, "iqa_v2_kadid10k_max": 0.2156982421875, "iqa_v2_flive_mean": 0.679873996310764, "iqa_v2_flive_min": 0.679873996310764, "iqa_v2_flive_max": 0.679873996310764, "iqa_v2_spaq_mean": 0.772931031506471, "iqa_v2_spaq_min": 0.772931031506471, "iqa_v2_spaq_max": 0.772931031506471, "iqa_v2_clive_mean": 0.7217659998421718, "iqa_v2_clive_min": 0.7217659998421718, "iqa_v2_clive_max": 0.7217659998421718, "iqa_v2_koniq10k_mean": 0.6235117671465633, "iqa_v2_koniq10k_min": 0.6235117671465633, "iqa_v2_koniq10k_max": 0.6235117671465633, "imdecont": { "jpg": 0.4809783697128296 }, "imdecont_image_match": { "jpg": 72068 }, "imdecont_max": 0.4809783697128296, "imdecont_mean": 0.4809783697128296, "imdecont_min": 0.4809783697128296, "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": 1.1748046875, "clip_score_dfn_public_prev_turn_only_mean": 1.1748046875, "clip_score_dfn_public_prev_turn_only_max": 1.1748046875, "clip_score_siglip2_b16_224_prev_turn_only_min": -3.109375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -3.109375, "clip_score_siglip2_b16_224_prev_turn_only_max": -3.109375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.21875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.21875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.21875, "clip_score_clip_vitl14_224_next_turn_only_min": 10.984375, "clip_score_clip_vitl14_224_next_turn_only_mean": 10.984375, "clip_score_clip_vitl14_224_next_turn_only_max": 10.984375, "clip_score_dfn_public_next_turn_only_min": 1.1162109375, "clip_score_dfn_public_next_turn_only_mean": 1.1162109375, "clip_score_dfn_public_next_turn_only_max": 1.1162109375, "clip_score_siglip2_b16_224_next_turn_only_min": -11.578125, "clip_score_siglip2_b16_224_next_turn_only_mean": -11.578125, "clip_score_siglip2_b16_224_next_turn_only_max": -11.578125, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.453125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.453125, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.453125, "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": 0.697265625, "clip_score_dfn_public_prev_and_next_turn_mean": 0.697265625, "clip_score_dfn_public_prev_and_next_turn_max": 0.697265625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.7734375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.7734375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.7734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.4375, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3103.62 }, "im_clarity_mean": 3103.62, "im_clarity_min": 3103.62, "im_clarity_max": 3103.62, "im_luma": { "jpg": 231.46 }, "im_luma_mean": 231.46, "im_luma_min": 231.46, "im_luma_max": 231.46, "im_saturation": { "jpg": 12.73 }, "im_saturation_mean": 12.73, "im_saturation_min": 12.73, "im_saturation_max": 12.73, "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": 1.9189453125, "unifilter_score_qwen3_0_6b": -0.900390625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.6031407141587988, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.05640623715591742, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.03380614932838907, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8811599612236023, "language_detection_annotation_nllb_1_lan": "it", "language_detection_annotation_nllb_1_score": 0.013790460303425789, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.013073340989649296, "text_quality_weborganizer_topic_label": "Health", "text_quality_weborganizer_topic_score": 0.9134306311607361, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.9066408276557922, "text_quality_nvidia_domain_label": "Food_and_Drink", "text_quality_nvidia_domain_score": 0.9995423555374146, "text_quality_nvidia_edu_nemotron4_score": 0.7333984375, "text_quality_nvidia_edu_mixtral_score": 0.921875, "text_quality_dclmbaseline_fasttext_score": 0.0058272480964660645, "text_quality_dolma3_fasttext_score": 0.9661632180213928, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0015770196914672852, "custom_fasttext_core_clean_fasttext_score": 0.004473268985748291, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 6.34375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.28125, "within_sample_repetition_detection": 10.0 }, "21": { "detoxify": 1, "length_chars": 52, "length_tokens": 1854, "length_tokens_text_only": 62, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.5355473142681699, "iqa_live_min": 0.5355473142681699, "iqa_live_max": 0.5355473142681699, "iqa_csiq_mean": 0.664860188961029, "iqa_csiq_min": 0.664860188961029, "iqa_csiq_max": 0.664860188961029, "iqa_tid2013_mean": 0.37449460559421116, "iqa_tid2013_min": 0.37449460559421116, "iqa_tid2013_max": 0.37449460559421116, "iqa_kadid10k_mean": 0.2252197265625, "iqa_kadid10k_min": 0.2252197265625, "iqa_kadid10k_max": 0.2252197265625, "iqa_flive_mean": 0.7044952084319761, "iqa_flive_min": 0.7044952084319761, "iqa_flive_max": 0.7044952084319761, "iqa_spaq_mean": 0.6960686577690973, "iqa_spaq_min": 0.6960686577690973, "iqa_spaq_max": 0.6960686577690973, "iqa_clive_mean": 0.691778626104798, "iqa_clive_min": 0.691778626104798, "iqa_clive_max": 0.691778626104798, "iqa_koniq10k_mean": 0.6274574742172704, "iqa_koniq10k_min": 0.6274574742172704, "iqa_koniq10k_max": 0.6274574742172704, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.3920927082013164 }, { "lang": "fr", "score": 0.09227723413507713 }, { "lang": "de", "score": 0.04137053141366123 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7305909395217896 }, { "lang": "de", "score": 0.01981441304087639 }, { "lang": "zh", "score": 0.017441265285015106 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5355473142681699, "iqa_v2_live_min": 0.5355473142681699, "iqa_v2_live_max": 0.5355473142681699, "iqa_v2_csiq_mean": 0.664860188961029, "iqa_v2_csiq_min": 0.664860188961029, "iqa_v2_csiq_max": 0.664860188961029, "iqa_v2_tid2013_mean": 0.37449460559421116, "iqa_v2_tid2013_min": 0.37449460559421116, "iqa_v2_tid2013_max": 0.37449460559421116, "iqa_v2_kadid10k_mean": 0.2252197265625, "iqa_v2_kadid10k_min": 0.2252197265625, "iqa_v2_kadid10k_max": 0.2252197265625, "iqa_v2_flive_mean": 0.7044952084319761, "iqa_v2_flive_min": 0.7044952084319761, "iqa_v2_flive_max": 0.7044952084319761, "iqa_v2_spaq_mean": 0.6960686577690973, "iqa_v2_spaq_min": 0.6960686577690973, "iqa_v2_spaq_max": 0.6960686577690973, "iqa_v2_clive_mean": 0.691778626104798, "iqa_v2_clive_min": 0.691778626104798, "iqa_v2_clive_max": 0.691778626104798, "iqa_v2_koniq10k_mean": 0.6274574742172704, "iqa_v2_koniq10k_min": 0.6274574742172704, "iqa_v2_koniq10k_max": 0.6274574742172704, "imdecont": { "jpg": 0.44378310441970825 }, "imdecont_image_match": { "jpg": 206860 }, "imdecont_max": 0.44378310441970825, "imdecont_mean": 0.44378310441970825, "imdecont_min": 0.44378310441970825, "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": 1.208984375, "clip_score_dfn_public_prev_turn_only_mean": 1.208984375, "clip_score_dfn_public_prev_turn_only_max": 1.208984375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.21875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.21875, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.21875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.859375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.859375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.859375, "clip_score_clip_vitl14_224_next_turn_only_min": 12.1875, "clip_score_clip_vitl14_224_next_turn_only_mean": 12.1875, "clip_score_clip_vitl14_224_next_turn_only_max": 12.1875, "clip_score_dfn_public_next_turn_only_min": 1.150390625, "clip_score_dfn_public_next_turn_only_mean": 1.150390625, "clip_score_dfn_public_next_turn_only_max": 1.150390625, "clip_score_siglip2_b16_224_next_turn_only_min": -12.34375, "clip_score_siglip2_b16_224_next_turn_only_mean": -12.34375, "clip_score_siglip2_b16_224_next_turn_only_max": -12.34375, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.34375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.34375, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.34375, "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": -0.6025390625, "clip_score_dfn_public_prev_and_next_turn_mean": -0.6025390625, "clip_score_dfn_public_prev_and_next_turn_max": -0.6025390625, "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": 26.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.875, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3673.51 }, "im_clarity_mean": 3673.51, "im_clarity_min": 3673.51, "im_clarity_max": 3673.51, "im_luma": { "jpg": 234.01 }, "im_luma_mean": 234.01, "im_luma_min": 234.01, "im_luma_max": 234.01, "im_saturation": { "jpg": 7.04 }, "im_saturation_mean": 7.04, "im_saturation_min": 7.04, "im_saturation_max": 7.04, "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": -0.11334228515625, "unifilter_score_qwen3_0_6b": -0.91796875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.3920927082013164, "language_detection_annotation_lingua_1_lan": "fr", "language_detection_annotation_lingua_1_score": 0.09227723413507713, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 0.04137053141366123, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7305909395217896, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.01981441304087639, "language_detection_annotation_nllb_2_lan": "zh", "language_detection_annotation_nllb_2_score": 0.017441265285015106, "text_quality_weborganizer_topic_label": "Games", "text_quality_weborganizer_topic_score": 0.5953676700592041, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.4491712749004364, "text_quality_nvidia_domain_label": "Games", "text_quality_nvidia_domain_score": 0.8737720251083374, "text_quality_nvidia_edu_nemotron4_score": 0.335205078125, "text_quality_nvidia_edu_mixtral_score": 0.291748046875, "text_quality_dclmbaseline_fasttext_score": 0.19398313760757446, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0002154707908630371, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 7.84375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.90625, "within_sample_repetition_detection": 10.0 }, "23": { "detoxify": 1, "length_chars": 62, "length_tokens": 1853, "length_tokens_text_only": 62, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.423282083838877, "iqa_live_min": 0.423282083838877, "iqa_live_max": 0.423282083838877, "iqa_csiq_mean": 0.559147298336029, "iqa_csiq_min": 0.559147298336029, "iqa_csiq_max": 0.559147298336029, "iqa_tid2013_mean": 0.3675501611497667, "iqa_tid2013_min": 0.3675501611497667, "iqa_tid2013_max": 0.3675501611497667, "iqa_kadid10k_mean": 0.1339111328125, "iqa_kadid10k_min": 0.1339111328125, "iqa_kadid10k_max": 0.1339111328125, "iqa_flive_mean": 0.6164862122198549, "iqa_flive_min": 0.6164862122198549, "iqa_flive_max": 0.6164862122198549, "iqa_spaq_mean": 0.6238622183751579, "iqa_spaq_min": 0.6238622183751579, "iqa_spaq_max": 0.6238622183751579, "iqa_clive_mean": 0.593214902010831, "iqa_clive_min": 0.593214902010831, "iqa_clive_max": 0.593214902010831, "iqa_koniq10k_mean": 0.5349701004798967, "iqa_koniq10k_min": 0.5349701004798967, "iqa_koniq10k_max": 0.5349701004798967, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.381832486366318 }, { "lang": "fr", "score": 0.16797001755442614 }, { "lang": "la", "score": 0.06614854106426328 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.747687578201294 }, { "lang": "zh", "score": 0.017256325110793114 }, { "lang": "de", "score": 0.016972118988633156 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.423282083838877, "iqa_v2_live_min": 0.423282083838877, "iqa_v2_live_max": 0.423282083838877, "iqa_v2_csiq_mean": 0.559147298336029, "iqa_v2_csiq_min": 0.559147298336029, "iqa_v2_csiq_max": 0.559147298336029, "iqa_v2_tid2013_mean": 0.3675501611497667, "iqa_v2_tid2013_min": 0.3675501611497667, "iqa_v2_tid2013_max": 0.3675501611497667, "iqa_v2_kadid10k_mean": 0.1339111328125, "iqa_v2_kadid10k_min": 0.1339111328125, "iqa_v2_kadid10k_max": 0.1339111328125, "iqa_v2_flive_mean": 0.6164862122198549, "iqa_v2_flive_min": 0.6164862122198549, "iqa_v2_flive_max": 0.6164862122198549, "iqa_v2_spaq_mean": 0.6238622183751579, "iqa_v2_spaq_min": 0.6238622183751579, "iqa_v2_spaq_max": 0.6238622183751579, "iqa_v2_clive_mean": 0.593214902010831, "iqa_v2_clive_min": 0.593214902010831, "iqa_v2_clive_max": 0.593214902010831, "iqa_v2_koniq10k_mean": 0.5349701004798967, "iqa_v2_koniq10k_min": 0.5349701004798967, "iqa_v2_koniq10k_max": 0.5349701004798967, "imdecont": { "jpg": 0.5223995447158813 }, "imdecont_image_match": { "jpg": 176104 }, "imdecont_max": 0.5223995447158813, "imdecont_mean": 0.5223995447158813, "imdecont_min": 0.5223995447158813, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.390625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.390625, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.390625, "clip_score_dfn_public_prev_turn_only_min": 1.6923828125, "clip_score_dfn_public_prev_turn_only_mean": 1.6923828125, "clip_score_dfn_public_prev_turn_only_max": 1.6923828125, "clip_score_siglip2_b16_224_prev_turn_only_min": -5.4140625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -5.4140625, "clip_score_siglip2_b16_224_prev_turn_only_max": -5.4140625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.640625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.640625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.640625, "clip_score_clip_vitl14_224_next_turn_only_min": 10.5859375, "clip_score_clip_vitl14_224_next_turn_only_mean": 10.5859375, "clip_score_clip_vitl14_224_next_turn_only_max": 10.5859375, "clip_score_dfn_public_next_turn_only_min": 0.6435546875, "clip_score_dfn_public_next_turn_only_mean": 0.6435546875, "clip_score_dfn_public_next_turn_only_max": 0.6435546875, "clip_score_siglip2_b16_224_next_turn_only_min": -12.46875, "clip_score_siglip2_b16_224_next_turn_only_mean": -12.46875, "clip_score_siglip2_b16_224_next_turn_only_max": -12.46875, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.2421875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.2421875, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.2421875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.3125, "clip_score_dfn_public_prev_and_next_turn_min": 0.466064453125, "clip_score_dfn_public_prev_and_next_turn_mean": 0.466064453125, "clip_score_dfn_public_prev_and_next_turn_max": 0.466064453125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.53125, "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": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3067.59 }, "im_clarity_mean": 3067.59, "im_clarity_min": 3067.59, "im_clarity_max": 3067.59, "im_luma": { "jpg": 236.52 }, "im_luma_mean": 236.52, "im_luma_min": 236.52, "im_luma_max": 236.52, "im_saturation": { "jpg": 4.09 }, "im_saturation_mean": 4.09, "im_saturation_min": 4.09, "im_saturation_max": 4.09, "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": -0.1680908203125, "unifilter_score_qwen3_0_6b": 0.34033203125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.381832486366318, "language_detection_annotation_lingua_1_lan": "fr", "language_detection_annotation_lingua_1_score": 0.16797001755442614, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.06614854106426328, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.747687578201294, "language_detection_annotation_nllb_1_lan": "zh", "language_detection_annotation_nllb_1_score": 0.017256325110793114, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.016972118988633156, "text_quality_weborganizer_topic_label": "Hardware", "text_quality_weborganizer_topic_score": 0.9055811166763306, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.7629559636116028, "text_quality_nvidia_domain_label": "Sensitive_Subjects", "text_quality_nvidia_domain_score": 0.7450249791145325, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.805611789226532, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0031900405883789062, "custom_fasttext_core_clean_fasttext_score": 3.3736228942871094e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 7.71875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.40625, "within_sample_repetition_detection": 9.0 }, "2": { "detoxify": 1, "length_chars": 56, "length_tokens": 1856, "length_tokens_text_only": 65, "length_tokens_trainable_only": 4, "length_images": 1, "iqa_live_mean": 0.319825605912642, "iqa_live_min": 0.319825605912642, "iqa_live_max": 0.319825605912642, "iqa_csiq_mean": 0.49835628271102905, "iqa_csiq_min": 0.49835628271102905, "iqa_csiq_max": 0.49835628271102905, "iqa_tid2013_mean": 0.3914216889275445, "iqa_tid2013_min": 0.3914216889275445, "iqa_tid2013_max": 0.3914216889275445, "iqa_kadid10k_mean": 0.0074462890625, "iqa_kadid10k_min": 0.0074462890625, "iqa_kadid10k_max": 0.0074462890625, "iqa_flive_mean": 0.6030708081794508, "iqa_flive_min": 0.6030708081794508, "iqa_flive_max": 0.6030708081794508, "iqa_spaq_mean": 0.6613464355468751, "iqa_spaq_min": 0.6613464355468751, "iqa_spaq_max": 0.6613464355468751, "iqa_clive_mean": 0.4964168432987098, "iqa_clive_min": 0.4964168432987098, "iqa_clive_max": 0.4964168432987098, "iqa_koniq10k_mean": 0.4959865146213108, "iqa_koniq10k_min": 0.4959865146213108, "iqa_koniq10k_max": 0.4959865146213108, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.5129492148041124 }, { "lang": "tl", "score": 0.0677538561416714 }, { "lang": "la", "score": 0.06593412895241131 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.918822169303894 }, { "lang": "id", "score": 0.005541115067899227 }, { "lang": "nl", "score": 0.005223208572715521 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.319825605912642, "iqa_v2_live_min": 0.319825605912642, "iqa_v2_live_max": 0.319825605912642, "iqa_v2_csiq_mean": 0.49835628271102905, "iqa_v2_csiq_min": 0.49835628271102905, "iqa_v2_csiq_max": 0.49835628271102905, "iqa_v2_tid2013_mean": 0.3914216889275445, "iqa_v2_tid2013_min": 0.3914216889275445, "iqa_v2_tid2013_max": 0.3914216889275445, "iqa_v2_kadid10k_mean": 0.0074462890625, "iqa_v2_kadid10k_min": 0.0074462890625, "iqa_v2_kadid10k_max": 0.0074462890625, "iqa_v2_flive_mean": 0.6030708081794508, "iqa_v2_flive_min": 0.6030708081794508, "iqa_v2_flive_max": 0.6030708081794508, "iqa_v2_spaq_mean": 0.6613464355468751, "iqa_v2_spaq_min": 0.6613464355468751, "iqa_v2_spaq_max": 0.6613464355468751, "iqa_v2_clive_mean": 0.4964168432987098, "iqa_v2_clive_min": 0.4964168432987098, "iqa_v2_clive_max": 0.4964168432987098, "iqa_v2_koniq10k_mean": 0.4959865146213108, "iqa_v2_koniq10k_min": 0.4959865146213108, "iqa_v2_koniq10k_max": 0.4959865146213108, "imdecont": { "jpg": 0.5208213925361633 }, "imdecont_image_match": { "jpg": 206860 }, "imdecont_max": 0.5208213925361633, "imdecont_mean": 0.5208213925361633, "imdecont_min": 0.5208213925361633, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.515625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.515625, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.515625, "clip_score_dfn_public_prev_turn_only_min": 0.08270263671875, "clip_score_dfn_public_prev_turn_only_mean": 0.08270263671875, "clip_score_dfn_public_prev_turn_only_max": 0.08270263671875, "clip_score_siglip2_b16_224_prev_turn_only_min": -10.140625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -10.140625, "clip_score_siglip2_b16_224_prev_turn_only_max": -10.140625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 13.015625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 13.015625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 13.015625, "clip_score_clip_vitl14_224_next_turn_only_min": 11.921875, "clip_score_clip_vitl14_224_next_turn_only_mean": 11.921875, "clip_score_clip_vitl14_224_next_turn_only_max": 11.921875, "clip_score_dfn_public_next_turn_only_min": 1.36328125, "clip_score_dfn_public_next_turn_only_mean": 1.36328125, "clip_score_dfn_public_next_turn_only_max": 1.36328125, "clip_score_siglip2_b16_224_next_turn_only_min": -8.90625, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.90625, "clip_score_siglip2_b16_224_next_turn_only_max": -8.90625, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.5859375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.5859375, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.5859375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 17.578125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 17.578125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 17.578125, "clip_score_dfn_public_prev_and_next_turn_min": 0.159423828125, "clip_score_dfn_public_prev_and_next_turn_mean": 0.159423828125, "clip_score_dfn_public_prev_and_next_turn_max": 0.159423828125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -9.59375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -9.59375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -9.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 14.890625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 14.890625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 14.890625, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2676.69 }, "im_clarity_mean": 2676.69, "im_clarity_min": 2676.69, "im_clarity_max": 2676.69, "im_luma": { "jpg": 236.98 }, "im_luma_mean": 236.98, "im_luma_min": 236.98, "im_luma_max": 236.98, "im_saturation": { "jpg": 11.41 }, "im_saturation_mean": 11.41, "im_saturation_min": 11.41, "im_saturation_max": 11.41, "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": -0.1436767578125, "unifilter_score_qwen3_0_6b": -1.0810546875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.5129492148041124, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.0677538561416714, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.06593412895241131, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.918822169303894, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.005541115067899227, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.005223208572715521, "text_quality_weborganizer_topic_label": "Education & Jobs", "text_quality_weborganizer_topic_score": 0.910370409488678, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.27313801646232605, "text_quality_nvidia_domain_label": "Jobs_and_Education", "text_quality_nvidia_domain_score": 0.9404577016830444, "text_quality_nvidia_edu_nemotron4_score": 1.03125, "text_quality_nvidia_edu_mixtral_score": 0.734375, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.4190431237220764, "custom_fasttext_core_clean_fasttext_score": 0.08225983381271362, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 7.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.78125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.15625, "within_sample_repetition_detection": 8.0 }, "19": { "detoxify": 1, "length_chars": 35, "length_tokens": 1849, "length_tokens_text_only": 58, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.3623603281348642, "iqa_live_min": 0.3623603281348642, "iqa_live_max": 0.3623603281348642, "iqa_csiq_mean": 0.535160481929779, "iqa_csiq_min": 0.535160481929779, "iqa_csiq_max": 0.535160481929779, "iqa_tid2013_mean": 0.3577845361497667, "iqa_tid2013_min": 0.3577845361497667, "iqa_tid2013_max": 0.3577845361497667, "iqa_kadid10k_mean": 0.1397705078125, "iqa_kadid10k_min": 0.1397705078125, "iqa_kadid10k_max": 0.1397705078125, "iqa_flive_mean": 0.620727847320865, "iqa_flive_min": 0.620727847320865, "iqa_flive_max": 0.620727847320865, "iqa_spaq_mean": 0.7858729506983902, "iqa_spaq_min": 0.7858729506983902, "iqa_spaq_max": 0.7858729506983902, "iqa_clive_mean": 0.5457085888795179, "iqa_clive_min": 0.5457085888795179, "iqa_clive_max": 0.5457085888795179, "iqa_koniq10k_mean": 0.4951973732071694, "iqa_koniq10k_min": 0.4951973732071694, "iqa_koniq10k_max": 0.4951973732071694, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.06770454433646719 }, { "lang": "de", "score": 0.05559671708278002 }, { "lang": "la", "score": 0.05200708391889138 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.3919501304626465 }, { "lang": "hu", "score": 0.09457948058843613 }, { "lang": "id", "score": 0.07766372710466385 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.3623603281348642, "iqa_v2_live_min": 0.3623603281348642, "iqa_v2_live_max": 0.3623603281348642, "iqa_v2_csiq_mean": 0.535160481929779, "iqa_v2_csiq_min": 0.535160481929779, "iqa_v2_csiq_max": 0.535160481929779, "iqa_v2_tid2013_mean": 0.3577845361497667, "iqa_v2_tid2013_min": 0.3577845361497667, "iqa_v2_tid2013_max": 0.3577845361497667, "iqa_v2_kadid10k_mean": 0.1397705078125, "iqa_v2_kadid10k_min": 0.1397705078125, "iqa_v2_kadid10k_max": 0.1397705078125, "iqa_v2_flive_mean": 0.620727847320865, "iqa_v2_flive_min": 0.620727847320865, "iqa_v2_flive_max": 0.620727847320865, "iqa_v2_spaq_mean": 0.7858729506983902, "iqa_v2_spaq_min": 0.7858729506983902, "iqa_v2_spaq_max": 0.7858729506983902, "iqa_v2_clive_mean": 0.5457085888795179, "iqa_v2_clive_min": 0.5457085888795179, "iqa_v2_clive_max": 0.5457085888795179, "iqa_v2_koniq10k_mean": 0.4951973732071694, "iqa_v2_koniq10k_min": 0.4951973732071694, "iqa_v2_koniq10k_max": 0.4951973732071694, "imdecont": { "jpg": 0.4910685420036316 }, "imdecont_image_match": { "jpg": 204334 }, "imdecont_max": 0.4910685420036316, "imdecont_mean": 0.4910685420036316, "imdecont_min": 0.4910685420036316, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.328125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.328125, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.328125, "clip_score_dfn_public_prev_turn_only_min": 2.787109375, "clip_score_dfn_public_prev_turn_only_mean": 2.787109375, "clip_score_dfn_public_prev_turn_only_max": 2.787109375, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.9765625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.9765625, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.9765625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.609375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.609375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.609375, "clip_score_clip_vitl14_224_next_turn_only_min": 11.6171875, "clip_score_clip_vitl14_224_next_turn_only_mean": 11.6171875, "clip_score_clip_vitl14_224_next_turn_only_max": 11.6171875, "clip_score_dfn_public_next_turn_only_min": 1.2705078125, "clip_score_dfn_public_next_turn_only_mean": 1.2705078125, "clip_score_dfn_public_next_turn_only_max": 1.2705078125, "clip_score_siglip2_b16_224_next_turn_only_min": -11.4375, "clip_score_siglip2_b16_224_next_turn_only_mean": -11.4375, "clip_score_siglip2_b16_224_next_turn_only_max": -11.4375, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.4921875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.4921875, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.4921875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.40625, "clip_score_dfn_public_prev_and_next_turn_min": 2.263671875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.263671875, "clip_score_dfn_public_prev_and_next_turn_max": 2.263671875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.0859375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.0859375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.0859375, "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": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2088.02 }, "im_clarity_mean": 2088.02, "im_clarity_min": 2088.02, "im_clarity_max": 2088.02, "im_luma": { "jpg": 203.22 }, "im_luma_mean": 203.22, "im_luma_min": 203.22, "im_luma_max": 203.22, "im_saturation": { "jpg": 32.02 }, "im_saturation_mean": 32.02, "im_saturation_min": 32.02, "im_saturation_max": 32.02, "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": 1.65234375, "unifilter_score_qwen3_0_6b": 0.436767578125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.06770454433646719, "language_detection_annotation_lingua_1_lan": "de", "language_detection_annotation_lingua_1_score": 0.05559671708278002, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.05200708391889138, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.3919501304626465, "language_detection_annotation_nllb_1_lan": "hu", "language_detection_annotation_nllb_1_score": 0.09457948058843613, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.07766372710466385, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.9497599005699158, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5518099069595337, "text_quality_nvidia_domain_label": "Computers_and_Electronics", "text_quality_nvidia_domain_score": 0.9762124419212341, "text_quality_nvidia_edu_nemotron4_score": 0.0516357421875, "text_quality_nvidia_edu_mixtral_score": 0.04376220703125, "text_quality_dclmbaseline_fasttext_score": 0.001162111759185791, "text_quality_dolma3_fasttext_score": 0.999624490737915, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 10.0 }, "25": { "detoxify": 1, "length_chars": 62, "length_tokens": 1858, "length_tokens_text_only": 67, "length_tokens_trainable_only": 3, "length_images": 1, "iqa_live_mean": 0.49241087171766484, "iqa_live_min": 0.49241087171766484, "iqa_live_max": 0.49241087171766484, "iqa_csiq_mean": 0.631657063961029, "iqa_csiq_min": 0.631657063961029, "iqa_csiq_max": 0.631657063961029, "iqa_tid2013_mean": 0.38892602920532227, "iqa_tid2013_min": 0.38892602920532227, "iqa_tid2013_max": 0.38892602920532227, "iqa_kadid10k_mean": 0.2227783203125, "iqa_kadid10k_min": 0.2227783203125, "iqa_kadid10k_max": 0.2227783203125, "iqa_flive_mean": 0.7100981124723801, "iqa_flive_min": 0.7100981124723801, "iqa_flive_max": 0.7100981124723801, "iqa_spaq_mean": 0.7672492133246528, "iqa_spaq_min": 0.7672492133246528, "iqa_spaq_max": 0.7672492133246528, "iqa_clive_mean": 0.7072457978219697, "iqa_clive_min": 0.7072457978219697, "iqa_clive_max": 0.7072457978219697, "iqa_koniq10k_mean": 0.6116746459344421, "iqa_koniq10k_min": 0.6116746459344421, "iqa_koniq10k_max": 0.6116746459344421, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.5688350314587122 }, { "lang": "tl", "score": 0.05146152835457953 }, { "lang": "eo", "score": 0.0287598844294893 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9053176045417786 }, { "lang": "fr", "score": 0.013196645304560661 }, { "lang": "nl", "score": 0.006030897609889507 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.49241087171766484, "iqa_v2_live_min": 0.49241087171766484, "iqa_v2_live_max": 0.49241087171766484, "iqa_v2_csiq_mean": 0.631657063961029, "iqa_v2_csiq_min": 0.631657063961029, "iqa_v2_csiq_max": 0.631657063961029, "iqa_v2_tid2013_mean": 0.38892602920532227, "iqa_v2_tid2013_min": 0.38892602920532227, "iqa_v2_tid2013_max": 0.38892602920532227, "iqa_v2_kadid10k_mean": 0.2227783203125, "iqa_v2_kadid10k_min": 0.2227783203125, "iqa_v2_kadid10k_max": 0.2227783203125, "iqa_v2_flive_mean": 0.7100981124723801, "iqa_v2_flive_min": 0.7100981124723801, "iqa_v2_flive_max": 0.7100981124723801, "iqa_v2_spaq_mean": 0.7672492133246528, "iqa_v2_spaq_min": 0.7672492133246528, "iqa_v2_spaq_max": 0.7672492133246528, "iqa_v2_clive_mean": 0.7072457978219697, "iqa_v2_clive_min": 0.7072457978219697, "iqa_v2_clive_max": 0.7072457978219697, "iqa_v2_koniq10k_mean": 0.6116746459344421, "iqa_v2_koniq10k_min": 0.6116746459344421, "iqa_v2_koniq10k_max": 0.6116746459344421, "imdecont": { "jpg": 0.49647796154022217 }, "imdecont_image_match": { "jpg": 72068 }, "imdecont_max": 0.49647796154022217, "imdecont_mean": 0.49647796154022217, "imdecont_min": 0.49647796154022217, "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": 1.2392578125, "clip_score_dfn_public_prev_turn_only_mean": 1.2392578125, "clip_score_dfn_public_prev_turn_only_max": 1.2392578125, "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": 27.078125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.078125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.078125, "clip_score_clip_vitl14_224_next_turn_only_min": 9.140625, "clip_score_clip_vitl14_224_next_turn_only_mean": 9.140625, "clip_score_clip_vitl14_224_next_turn_only_max": 9.140625, "clip_score_dfn_public_next_turn_only_min": 0.80224609375, "clip_score_dfn_public_next_turn_only_mean": 0.80224609375, "clip_score_dfn_public_next_turn_only_max": 0.80224609375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.515625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.515625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.515625, "clip_score_longclip_vitl14_224_next_turn_only_min": 11.4140625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 11.4140625, "clip_score_longclip_vitl14_224_next_turn_only_max": 11.4140625, "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": 1.2734375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.2734375, "clip_score_dfn_public_prev_and_next_turn_max": 1.2734375, "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": 26.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.640625, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2974.46 }, "im_clarity_mean": 2974.46, "im_clarity_min": 2974.46, "im_clarity_max": 2974.46, "im_luma": { "jpg": 232.54 }, "im_luma_mean": 232.54, "im_luma_min": 232.54, "im_luma_max": 232.54, "im_saturation": { "jpg": 11.68 }, "im_saturation_mean": 11.68, "im_saturation_min": 11.68, "im_saturation_max": 11.68, "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": -0.85888671875, "unifilter_score_qwen3_0_6b": -1.0166015625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.5688350314587122, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.05146152835457953, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 0.0287598844294893, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9053176045417786, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.013196645304560661, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.006030897609889507, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.9816787838935852, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.8527869582176208, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.9862707853317261, "text_quality_nvidia_edu_nemotron4_score": 0.35888671875, "text_quality_nvidia_edu_mixtral_score": 0.4130859375, "text_quality_dclmbaseline_fasttext_score": 0.9999772310256958, "text_quality_dolma3_fasttext_score": 0.9796392321586609, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.011771440505981445, "custom_fasttext_core_clean_fasttext_score": 0.00021499395370483398, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 6.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 9.0 }, "4": { "detoxify": 1, "length_chars": 61, "length_tokens": 1861, "length_tokens_text_only": 69, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.5095944260105942, "iqa_live_min": 0.5095944260105942, "iqa_live_max": 0.5095944260105942, "iqa_csiq_mean": 0.634708821773529, "iqa_csiq_min": 0.634708821773529, "iqa_csiq_max": 0.634708821773529, "iqa_tid2013_mean": 0.4401141802469889, "iqa_tid2013_min": 0.4401141802469889, "iqa_tid2013_max": 0.4401141802469889, "iqa_kadid10k_mean": 0.1844482421875, "iqa_kadid10k_min": 0.1844482421875, "iqa_kadid10k_max": 0.1844482421875, "iqa_flive_mean": 0.7046924937855115, "iqa_flive_min": 0.7046924937855115, "iqa_flive_max": 0.7046924937855115, "iqa_spaq_mean": 0.7363148698903094, "iqa_spaq_min": 0.7363148698903094, "iqa_spaq_max": 0.7363148698903094, "iqa_clive_mean": 0.6526372119633839, "iqa_clive_min": 0.6526372119633839, "iqa_clive_max": 0.6526372119633839, "iqa_koniq10k_mean": 0.6661253649779041, "iqa_koniq10k_min": 0.6661253649779041, "iqa_koniq10k_max": 0.6661253649779041, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.6568257254141601 }, { "lang": "la", "score": 0.04478767474776613 }, { "lang": "tl", "score": 0.04194572966273438 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8720369935035706 }, { "lang": "fa", "score": 0.007939960807561874 }, { "lang": "fr", "score": 0.00734007079154253 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5095944260105942, "iqa_v2_live_min": 0.5095944260105942, "iqa_v2_live_max": 0.5095944260105942, "iqa_v2_csiq_mean": 0.634708821773529, "iqa_v2_csiq_min": 0.634708821773529, "iqa_v2_csiq_max": 0.634708821773529, "iqa_v2_tid2013_mean": 0.4401141802469889, "iqa_v2_tid2013_min": 0.4401141802469889, "iqa_v2_tid2013_max": 0.4401141802469889, "iqa_v2_kadid10k_mean": 0.1844482421875, "iqa_v2_kadid10k_min": 0.1844482421875, "iqa_v2_kadid10k_max": 0.1844482421875, "iqa_v2_flive_mean": 0.7046924937855115, "iqa_v2_flive_min": 0.7046924937855115, "iqa_v2_flive_max": 0.7046924937855115, "iqa_v2_spaq_mean": 0.7363148698903094, "iqa_v2_spaq_min": 0.7363148698903094, "iqa_v2_spaq_max": 0.7363148698903094, "iqa_v2_clive_mean": 0.6526372119633839, "iqa_v2_clive_min": 0.6526372119633839, "iqa_v2_clive_max": 0.6526372119633839, "iqa_v2_koniq10k_mean": 0.6661253649779041, "iqa_v2_koniq10k_min": 0.6661253649779041, "iqa_v2_koniq10k_max": 0.6661253649779041, "imdecont": { "jpg": 0.4475589990615845 }, "imdecont_image_match": { "jpg": 206297 }, "imdecont_max": 0.4475589990615845, "imdecont_mean": 0.4475589990615845, "imdecont_min": 0.4475589990615845, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.296875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.296875, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.296875, "clip_score_dfn_public_prev_turn_only_min": 1.431640625, "clip_score_dfn_public_prev_turn_only_mean": 1.431640625, "clip_score_dfn_public_prev_turn_only_max": 1.431640625, "clip_score_siglip2_b16_224_prev_turn_only_min": -2.8203125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.8203125, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.8203125, "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": 8.96875, "clip_score_clip_vitl14_224_next_turn_only_mean": 8.96875, "clip_score_clip_vitl14_224_next_turn_only_max": 8.96875, "clip_score_dfn_public_next_turn_only_min": 1.1904296875, "clip_score_dfn_public_next_turn_only_mean": 1.1904296875, "clip_score_dfn_public_next_turn_only_max": 1.1904296875, "clip_score_siglip2_b16_224_next_turn_only_min": -11.7578125, "clip_score_siglip2_b16_224_next_turn_only_mean": -11.7578125, "clip_score_siglip2_b16_224_next_turn_only_max": -11.7578125, "clip_score_longclip_vitl14_224_next_turn_only_min": 11.953125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 11.953125, "clip_score_longclip_vitl14_224_next_turn_only_max": 11.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.171875, "clip_score_dfn_public_prev_and_next_turn_min": 1.0478515625, "clip_score_dfn_public_prev_and_next_turn_mean": 1.0478515625, "clip_score_dfn_public_prev_and_next_turn_max": 1.0478515625, "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": 26.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.03125, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2815.35 }, "im_clarity_mean": 2815.35, "im_clarity_min": 2815.35, "im_clarity_max": 2815.35, "im_luma": { "jpg": 224.51 }, "im_luma_mean": 224.51, "im_luma_min": 224.51, "im_luma_max": 224.51, "im_saturation": { "jpg": 27.53 }, "im_saturation_mean": 27.53, "im_saturation_min": 27.53, "im_saturation_max": 27.53, "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": -1.330078125, "unifilter_score_qwen3_0_6b": -1.5009765625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.6568257254141601, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 0.04478767474776613, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.04194572966273438, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8720369935035706, "language_detection_annotation_nllb_1_lan": "fa", "language_detection_annotation_nllb_1_score": 0.007939960807561874, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.00734007079154253, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9250722527503967, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5585643649101257, "text_quality_nvidia_domain_label": "Pets_and_Animals", "text_quality_nvidia_domain_score": 0.9959865212440491, "text_quality_nvidia_edu_nemotron4_score": 0.490478515625, "text_quality_nvidia_edu_mixtral_score": 0.62109375, "text_quality_dclmbaseline_fasttext_score": 0.009701013565063477, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 4.5299530029296875e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 6.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 5.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.25, "within_sample_repetition_detection": 10.0 }, "26": { "detoxify": 1, "length_chars": 46, "length_tokens": 1852, "length_tokens_text_only": 61, "length_tokens_trainable_only": 3, "length_images": 1, "iqa_live_mean": 0.4044216040408972, "iqa_live_min": 0.4044216040408972, "iqa_live_max": 0.4044216040408972, "iqa_csiq_mean": 0.528751790523529, "iqa_csiq_min": 0.528751790523529, "iqa_csiq_max": 0.528751790523529, "iqa_tid2013_mean": 0.4330341021219889, "iqa_tid2013_min": 0.4330341021219889, "iqa_tid2013_max": 0.4330341021219889, "iqa_kadid10k_mean": 0.0147705078125, "iqa_kadid10k_min": 0.0147705078125, "iqa_kadid10k_max": 0.0147705078125, "iqa_flive_mean": 0.6713315405026832, "iqa_flive_min": 0.6713315405026832, "iqa_flive_max": 0.6713315405026832, "iqa_spaq_mean": 0.714850223425663, "iqa_spaq_min": 0.714850223425663, "iqa_spaq_max": 0.714850223425663, "iqa_clive_mean": 0.621702907061336, "iqa_clive_min": 0.621702907061336, "iqa_clive_max": 0.621702907061336, "iqa_koniq10k_mean": 0.5616430802778765, "iqa_koniq10k_min": 0.5616430802778765, "iqa_koniq10k_max": 0.5616430802778765, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.13307950091956453 }, { "lang": "de", "score": 0.10089124254826165 }, { "lang": "it", "score": 0.05556292450745789 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8446910977363586 }, { "lang": "id", "score": 0.023463230580091476 }, { "lang": "nl", "score": 0.00938356015831232 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.4044216040408972, "iqa_v2_live_min": 0.4044216040408972, "iqa_v2_live_max": 0.4044216040408972, "iqa_v2_csiq_mean": 0.528751790523529, "iqa_v2_csiq_min": 0.528751790523529, "iqa_v2_csiq_max": 0.528751790523529, "iqa_v2_tid2013_mean": 0.4330341021219889, "iqa_v2_tid2013_min": 0.4330341021219889, "iqa_v2_tid2013_max": 0.4330341021219889, "iqa_v2_kadid10k_mean": 0.0147705078125, "iqa_v2_kadid10k_min": 0.0147705078125, "iqa_v2_kadid10k_max": 0.0147705078125, "iqa_v2_flive_mean": 0.6713315405026832, "iqa_v2_flive_min": 0.6713315405026832, "iqa_v2_flive_max": 0.6713315405026832, "iqa_v2_spaq_mean": 0.714850223425663, "iqa_v2_spaq_min": 0.714850223425663, "iqa_v2_spaq_max": 0.714850223425663, "iqa_v2_clive_mean": 0.621702907061336, "iqa_v2_clive_min": 0.621702907061336, "iqa_v2_clive_max": 0.621702907061336, "iqa_v2_koniq10k_mean": 0.5616430802778765, "iqa_v2_koniq10k_min": 0.5616430802778765, "iqa_v2_koniq10k_max": 0.5616430802778765, "imdecont": { "jpg": 0.45210349559783936 }, "imdecont_image_match": { "jpg": 206860 }, "imdecont_max": 0.45210349559783936, "imdecont_mean": 0.45210349559783936, "imdecont_min": 0.45210349559783936, "clip_score_clip_vitl14_224_prev_turn_only_min": 31.203125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 31.203125, "clip_score_clip_vitl14_224_prev_turn_only_max": 31.203125, "clip_score_dfn_public_prev_turn_only_min": 1.2333984375, "clip_score_dfn_public_prev_turn_only_mean": 1.2333984375, "clip_score_dfn_public_prev_turn_only_max": 1.2333984375, "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": 30.8125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 30.8125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 30.8125, "clip_score_clip_vitl14_224_next_turn_only_min": 14.71875, "clip_score_clip_vitl14_224_next_turn_only_mean": 14.71875, "clip_score_clip_vitl14_224_next_turn_only_max": 14.71875, "clip_score_dfn_public_next_turn_only_min": -0.253662109375, "clip_score_dfn_public_next_turn_only_mean": -0.253662109375, "clip_score_dfn_public_next_turn_only_max": -0.253662109375, "clip_score_siglip2_b16_224_next_turn_only_min": -13.109375, "clip_score_siglip2_b16_224_next_turn_only_mean": -13.109375, "clip_score_siglip2_b16_224_next_turn_only_max": -13.109375, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.140625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.140625, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.140625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.078125, "clip_score_dfn_public_prev_and_next_turn_min": 0.552734375, "clip_score_dfn_public_prev_and_next_turn_mean": 0.552734375, "clip_score_dfn_public_prev_and_next_turn_max": 0.552734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -8.5546875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -8.5546875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -8.5546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 29.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 29.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 29.875, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3346.55 }, "im_clarity_mean": 3346.55, "im_clarity_min": 3346.55, "im_clarity_max": 3346.55, "im_luma": { "jpg": 234.49 }, "im_luma_mean": 234.49, "im_luma_min": 234.49, "im_luma_max": 234.49, "im_saturation": { "jpg": 12.23 }, "im_saturation_mean": 12.23, "im_saturation_min": 12.23, "im_saturation_max": 12.23, "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": 0.9775390625, "unifilter_score_qwen3_0_6b": -0.57958984375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.13307950091956453, "language_detection_annotation_lingua_1_lan": "de", "language_detection_annotation_lingua_1_score": 0.10089124254826165, "language_detection_annotation_lingua_2_lan": "it", "language_detection_annotation_lingua_2_score": 0.05556292450745789, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8446910977363586, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.023463230580091476, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.00938356015831232, "text_quality_weborganizer_topic_label": "Health", "text_quality_weborganizer_topic_score": 0.8576599955558777, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.4972357749938965, "text_quality_nvidia_domain_label": "Food_and_Drink", "text_quality_nvidia_domain_score": 0.9634799957275391, "text_quality_nvidia_edu_nemotron4_score": 0.634765625, "text_quality_nvidia_edu_mixtral_score": 0.4296875, "text_quality_dclmbaseline_fasttext_score": 0.263965368270874, "text_quality_dolma3_fasttext_score": 6.949901580810547e-05, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.9920641183853149, "custom_fasttext_core_clean_fasttext_score": 0.9954283237457275, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 7.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.65625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.03125, "within_sample_repetition_detection": 10.0 }, "20": { "detoxify": 1, "length_chars": 56, "length_tokens": 1852, "length_tokens_text_only": 61, "length_tokens_trainable_only": 3, "length_images": 1, "iqa_live_mean": 0.3871394070712002, "iqa_live_min": 0.3871394070712002, "iqa_live_max": 0.3871394070712002, "iqa_csiq_mean": 0.513248860836029, "iqa_csiq_min": 0.513248860836029, "iqa_csiq_max": 0.513248860836029, "iqa_tid2013_mean": 0.3522506819831, "iqa_tid2013_min": 0.3522506819831, "iqa_tid2013_max": 0.3522506819831, "iqa_kadid10k_mean": 0.0054931640625, "iqa_kadid10k_min": 0.0054931640625, "iqa_kadid10k_max": 0.0054931640625, "iqa_flive_mean": 0.6319040625986427, "iqa_flive_min": 0.6319040625986427, "iqa_flive_max": 0.6319040625986427, "iqa_spaq_mean": 0.7568325466579862, "iqa_spaq_min": 0.7568325466579862, "iqa_spaq_max": 0.7568325466579862, "iqa_clive_mean": 0.6430096867108587, "iqa_clive_min": 0.6430096867108587, "iqa_clive_max": 0.6430096867108587, "iqa_koniq10k_mean": 0.5105067166415128, "iqa_koniq10k_min": 0.5105067166415128, "iqa_koniq10k_max": 0.5105067166415128, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.17963201984882607 }, { "lang": "ca", "score": 0.061004220455048094 }, { "lang": "de", "score": 0.04987417768675895 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7615833282470703 }, { "lang": "te", "score": 0.03209756687283516 }, { "lang": "si", "score": 0.02606738917529583 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.3871394070712002, "iqa_v2_live_min": 0.3871394070712002, "iqa_v2_live_max": 0.3871394070712002, "iqa_v2_csiq_mean": 0.513248860836029, "iqa_v2_csiq_min": 0.513248860836029, "iqa_v2_csiq_max": 0.513248860836029, "iqa_v2_tid2013_mean": 0.3522506819831, "iqa_v2_tid2013_min": 0.3522506819831, "iqa_v2_tid2013_max": 0.3522506819831, "iqa_v2_kadid10k_mean": 0.0054931640625, "iqa_v2_kadid10k_min": 0.0054931640625, "iqa_v2_kadid10k_max": 0.0054931640625, "iqa_v2_flive_mean": 0.6319040625986427, "iqa_v2_flive_min": 0.6319040625986427, "iqa_v2_flive_max": 0.6319040625986427, "iqa_v2_spaq_mean": 0.7568325466579862, "iqa_v2_spaq_min": 0.7568325466579862, "iqa_v2_spaq_max": 0.7568325466579862, "iqa_v2_clive_mean": 0.6430096867108587, "iqa_v2_clive_min": 0.6430096867108587, "iqa_v2_clive_max": 0.6430096867108587, "iqa_v2_koniq10k_mean": 0.5105067166415128, "iqa_v2_koniq10k_min": 0.5105067166415128, "iqa_v2_koniq10k_max": 0.5105067166415128, "imdecont": { "jpg": 0.5282458066940308 }, "imdecont_image_match": { "jpg": 73286 }, "imdecont_max": 0.5282458066940308, "imdecont_mean": 0.5282458066940308, "imdecont_min": 0.5282458066940308, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.625, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.625, "clip_score_dfn_public_prev_turn_only_min": 3.181640625, "clip_score_dfn_public_prev_turn_only_mean": 3.181640625, "clip_score_dfn_public_prev_turn_only_max": 3.181640625, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.234375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.234375, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.234375, "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": 20.4375, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.4375, "clip_score_clip_vitl14_224_next_turn_only_max": 20.4375, "clip_score_dfn_public_next_turn_only_min": 1.0205078125, "clip_score_dfn_public_next_turn_only_mean": 1.0205078125, "clip_score_dfn_public_next_turn_only_max": 1.0205078125, "clip_score_siglip2_b16_224_next_turn_only_min": -3.9609375, "clip_score_siglip2_b16_224_next_turn_only_mean": -3.9609375, "clip_score_siglip2_b16_224_next_turn_only_max": -3.9609375, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.0625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.0625, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.015625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.015625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.015625, "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": -4.0, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.0, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.0, "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": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1794.52 }, "im_clarity_mean": 1794.52, "im_clarity_min": 1794.52, "im_clarity_max": 1794.52, "im_luma": { "jpg": 147.82 }, "im_luma_mean": 147.82, "im_luma_min": 147.82, "im_luma_max": 147.82, "im_saturation": { "jpg": 9.69 }, "im_saturation_mean": 9.69, "im_saturation_min": 9.69, "im_saturation_max": 9.69, "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": 0.37158203125, "unifilter_score_qwen3_0_6b": 1.5234375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.17963201984882607, "language_detection_annotation_lingua_1_lan": "ca", "language_detection_annotation_lingua_1_score": 0.061004220455048094, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 0.04987417768675895, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7615833282470703, "language_detection_annotation_nllb_1_lan": "te", "language_detection_annotation_nllb_1_score": 0.03209756687283516, "language_detection_annotation_nllb_2_lan": "si", "language_detection_annotation_nllb_2_score": 0.02606738917529583, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.8167265057563782, "text_quality_weborganizer_format_label": "Customer Support", "text_quality_weborganizer_format_score": 0.3731652796268463, "text_quality_nvidia_domain_label": "Computers_and_Electronics", "text_quality_nvidia_domain_score": 0.9989179372787476, "text_quality_nvidia_edu_nemotron4_score": 0.880859375, "text_quality_nvidia_edu_mixtral_score": 0.64013671875, "text_quality_dclmbaseline_fasttext_score": 0.998074471950531, "text_quality_dolma3_fasttext_score": 0.39522963762283325, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.1668981909751892, "custom_fasttext_core_clean_fasttext_score": 0.009066641330718994, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 7.65625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 10.0 }, "24": { "detoxify": 1, "length_chars": 93, "length_tokens": 1864, "length_tokens_text_only": 73, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.4044216040408972, "iqa_live_min": 0.4044216040408972, "iqa_live_max": 0.4044216040408972, "iqa_csiq_mean": 0.528751790523529, "iqa_csiq_min": 0.528751790523529, "iqa_csiq_max": 0.528751790523529, "iqa_tid2013_mean": 0.4330341021219889, "iqa_tid2013_min": 0.4330341021219889, "iqa_tid2013_max": 0.4330341021219889, "iqa_kadid10k_mean": 0.0147705078125, "iqa_kadid10k_min": 0.0147705078125, "iqa_kadid10k_max": 0.0147705078125, "iqa_flive_mean": 0.6713315405026832, "iqa_flive_min": 0.6713315405026832, "iqa_flive_max": 0.6713315405026832, "iqa_spaq_mean": 0.714850223425663, "iqa_spaq_min": 0.714850223425663, "iqa_spaq_max": 0.714850223425663, "iqa_clive_mean": 0.621702907061336, "iqa_clive_min": 0.621702907061336, "iqa_clive_max": 0.621702907061336, "iqa_koniq10k_mean": 0.5616430802778765, "iqa_koniq10k_min": 0.5616430802778765, "iqa_koniq10k_max": 0.5616430802778765, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.7578926064596835 }, { "lang": "tl", "score": 0.036179407726937514 }, { "lang": "de", "score": 0.018745506264834434 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8353524804115295 }, { "lang": "kn", "score": 0.007982390932738781 }, { "lang": "id", "score": 0.007681350689381361 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4044216040408972, "iqa_v2_live_min": 0.4044216040408972, "iqa_v2_live_max": 0.4044216040408972, "iqa_v2_csiq_mean": 0.528751790523529, "iqa_v2_csiq_min": 0.528751790523529, "iqa_v2_csiq_max": 0.528751790523529, "iqa_v2_tid2013_mean": 0.4330341021219889, "iqa_v2_tid2013_min": 0.4330341021219889, "iqa_v2_tid2013_max": 0.4330341021219889, "iqa_v2_kadid10k_mean": 0.0147705078125, "iqa_v2_kadid10k_min": 0.0147705078125, "iqa_v2_kadid10k_max": 0.0147705078125, "iqa_v2_flive_mean": 0.6713315405026832, "iqa_v2_flive_min": 0.6713315405026832, "iqa_v2_flive_max": 0.6713315405026832, "iqa_v2_spaq_mean": 0.714850223425663, "iqa_v2_spaq_min": 0.714850223425663, "iqa_v2_spaq_max": 0.714850223425663, "iqa_v2_clive_mean": 0.621702907061336, "iqa_v2_clive_min": 0.621702907061336, "iqa_v2_clive_max": 0.621702907061336, "iqa_v2_koniq10k_mean": 0.5616430802778765, "iqa_v2_koniq10k_min": 0.5616430802778765, "iqa_v2_koniq10k_max": 0.5616430802778765, "imdecont": { "jpg": 0.45210349559783936 }, "imdecont_image_match": { "jpg": 206860 }, "imdecont_max": 0.45210349559783936, "imdecont_mean": 0.45210349559783936, "imdecont_min": 0.45210349559783936, "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": 0.517578125, "clip_score_dfn_public_prev_turn_only_mean": 0.517578125, "clip_score_dfn_public_prev_turn_only_max": 0.517578125, "clip_score_siglip2_b16_224_prev_turn_only_min": -2.4609375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.4609375, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.4609375, "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": 12.015625, "clip_score_clip_vitl14_224_next_turn_only_mean": 12.015625, "clip_score_clip_vitl14_224_next_turn_only_max": 12.015625, "clip_score_dfn_public_next_turn_only_min": 1.2392578125, "clip_score_dfn_public_next_turn_only_mean": 1.2392578125, "clip_score_dfn_public_next_turn_only_max": 1.2392578125, "clip_score_siglip2_b16_224_next_turn_only_min": -10.734375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.734375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.734375, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.3203125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.3203125, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.3203125, "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": -0.87451171875, "clip_score_dfn_public_prev_and_next_turn_mean": -0.87451171875, "clip_score_dfn_public_prev_and_next_turn_max": -0.87451171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.2109375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.2109375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.2109375, "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": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3346.55 }, "im_clarity_mean": 3346.55, "im_clarity_min": 3346.55, "im_clarity_max": 3346.55, "im_luma": { "jpg": 234.49 }, "im_luma_mean": 234.49, "im_luma_min": 234.49, "im_luma_max": 234.49, "im_saturation": { "jpg": 12.23 }, "im_saturation_mean": 12.23, "im_saturation_min": 12.23, "im_saturation_max": 12.23, "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": -1.4140625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.7578926064596835, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.036179407726937514, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 0.018745506264834434, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8353524804115295, "language_detection_annotation_nllb_1_lan": "kn", "language_detection_annotation_nllb_1_score": 0.007982390932738781, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.007681350689381361, "text_quality_weborganizer_topic_label": "Health", "text_quality_weborganizer_topic_score": 0.977310299873352, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.4155730605125427, "text_quality_nvidia_domain_label": "Health", "text_quality_nvidia_domain_score": 0.47005125880241394, "text_quality_nvidia_edu_nemotron4_score": 0.3828125, "text_quality_nvidia_edu_mixtral_score": 0.5400390625, "text_quality_dclmbaseline_fasttext_score": 0.795706570148468, "text_quality_dolma3_fasttext_score": 0.988935649394989, "custom_fasttext_val_fasttext_score": 5.900859832763672e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00806492567062378, "custom_fasttext_core_clean_fasttext_score": 0.001096189022064209, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 6.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 10.0 }, "22": { "detoxify": 1, "length_chars": 90, "length_tokens": 1866, "length_tokens_text_only": 75, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.3409745958116319, "iqa_live_min": 0.3409745958116319, "iqa_live_max": 0.3409745958116319, "iqa_csiq_mean": 0.4315342307090759, "iqa_csiq_min": 0.4315342307090759, "iqa_csiq_max": 0.4315342307090759, "iqa_tid2013_mean": 0.5202194319831001, "iqa_tid2013_min": 0.5202194319831001, "iqa_tid2013_max": 0.5202194319831001, "iqa_kadid10k_mean": 0.0670166015625, "iqa_kadid10k_min": 0.0670166015625, "iqa_kadid10k_max": 0.0670166015625, "iqa_flive_mean": 0.7138859912602589, "iqa_flive_min": 0.7138859912602589, "iqa_flive_max": 0.7138859912602589, "iqa_spaq_mean": 0.722110324435764, "iqa_spaq_min": 0.722110324435764, "iqa_spaq_max": 0.722110324435764, "iqa_clive_mean": 0.36089166968759867, "iqa_clive_min": 0.36089166968759867, "iqa_clive_max": 0.36089166968759867, "iqa_koniq10k_mean": 0.6983223346748738, "iqa_koniq10k_min": 0.6983223346748738, "iqa_koniq10k_max": 0.6983223346748738, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8413801314170823 }, { "lang": "tl", "score": 0.02712896969865344 }, { "lang": "da", "score": 0.01729664523817029 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9543984532356262 }, { "lang": "bn", "score": 0.003498637583106756 }, { "lang": "de", "score": 0.0024159494787454605 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3409745958116319, "iqa_v2_live_min": 0.3409745958116319, "iqa_v2_live_max": 0.3409745958116319, "iqa_v2_csiq_mean": 0.4315342307090759, "iqa_v2_csiq_min": 0.4315342307090759, "iqa_v2_csiq_max": 0.4315342307090759, "iqa_v2_tid2013_mean": 0.5202194319831001, "iqa_v2_tid2013_min": 0.5202194319831001, "iqa_v2_tid2013_max": 0.5202194319831001, "iqa_v2_kadid10k_mean": 0.0670166015625, "iqa_v2_kadid10k_min": 0.0670166015625, "iqa_v2_kadid10k_max": 0.0670166015625, "iqa_v2_flive_mean": 0.7138859912602589, "iqa_v2_flive_min": 0.7138859912602589, "iqa_v2_flive_max": 0.7138859912602589, "iqa_v2_spaq_mean": 0.722110324435764, "iqa_v2_spaq_min": 0.722110324435764, "iqa_v2_spaq_max": 0.722110324435764, "iqa_v2_clive_mean": 0.36089166968759867, "iqa_v2_clive_min": 0.36089166968759867, "iqa_v2_clive_max": 0.36089166968759867, "iqa_v2_koniq10k_mean": 0.6983223346748738, "iqa_v2_koniq10k_min": 0.6983223346748738, "iqa_v2_koniq10k_max": 0.6983223346748738, "imdecont": { "jpg": 0.3764260411262512 }, "imdecont_image_match": { "jpg": 206847 }, "imdecont_max": 0.3764260411262512, "imdecont_mean": 0.3764260411262512, "imdecont_min": 0.3764260411262512, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.5625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.5625, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.5625, "clip_score_dfn_public_prev_turn_only_min": 1.8466796875, "clip_score_dfn_public_prev_turn_only_mean": 1.8466796875, "clip_score_dfn_public_prev_turn_only_max": 1.8466796875, "clip_score_siglip2_b16_224_prev_turn_only_min": -5.59375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -5.59375, "clip_score_siglip2_b16_224_prev_turn_only_max": -5.59375, "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": 12.609375, "clip_score_clip_vitl14_224_next_turn_only_mean": 12.609375, "clip_score_clip_vitl14_224_next_turn_only_max": 12.609375, "clip_score_dfn_public_next_turn_only_min": 1.4580078125, "clip_score_dfn_public_next_turn_only_mean": 1.4580078125, "clip_score_dfn_public_next_turn_only_max": 1.4580078125, "clip_score_siglip2_b16_224_next_turn_only_min": -12.03125, "clip_score_siglip2_b16_224_next_turn_only_mean": -12.03125, "clip_score_siglip2_b16_224_next_turn_only_max": -12.03125, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.3828125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.3828125, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.3828125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.453125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.453125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.453125, "clip_score_dfn_public_prev_and_next_turn_min": 0.2366943359375, "clip_score_dfn_public_prev_and_next_turn_mean": 0.2366943359375, "clip_score_dfn_public_prev_and_next_turn_max": 0.2366943359375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.75, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.75, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 19.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 19.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 19.859375, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2469.88 }, "im_clarity_mean": 2469.88, "im_clarity_min": 2469.88, "im_clarity_max": 2469.88, "im_luma": { "jpg": 205.24 }, "im_luma_mean": 205.24, "im_luma_min": 205.24, "im_luma_max": 205.24, "im_saturation": { "jpg": 23.63 }, "im_saturation_mean": 23.63, "im_saturation_min": 23.63, "im_saturation_max": 23.63, "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": 0.341064453125, "unifilter_score_qwen3_0_6b": -2.05078125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8413801314170823, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.02712896969865344, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 0.01729664523817029, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9543984532356262, "language_detection_annotation_nllb_1_lan": "bn", "language_detection_annotation_nllb_1_score": 0.003498637583106756, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.0024159494787454605, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.5274667739868164, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.6332738995552063, "text_quality_nvidia_domain_label": "Computers_and_Electronics", "text_quality_nvidia_domain_score": 0.5534681081771851, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.31884765625, "text_quality_dclmbaseline_fasttext_score": 0.0014128684997558594, "text_quality_dolma3_fasttext_score": 0.9996497631072998, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.021284520626068115, "custom_fasttext_core_clean_fasttext_score": 0.0002211928367614746, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 5.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 5.90625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.03125, "within_sample_repetition_detection": 10.0 }, "27": { "detoxify": 1, "length_chars": 92, "length_tokens": 1863, "length_tokens_text_only": 71, "length_tokens_trainable_only": 4, "length_images": 1, "iqa_live_mean": 0.3677265282833214, "iqa_live_min": 0.3677265282833214, "iqa_live_max": 0.3677265282833214, "iqa_csiq_mean": 0.516849935054779, "iqa_csiq_min": 0.516849935054779, "iqa_csiq_max": 0.516849935054779, "iqa_tid2013_mean": 0.4295618798997667, "iqa_tid2013_min": 0.4295618798997667, "iqa_tid2013_max": 0.4295618798997667, "iqa_kadid10k_mean": 0.0699462890625, "iqa_kadid10k_min": 0.0699462890625, "iqa_kadid10k_max": 0.0699462890625, "iqa_flive_mean": 0.6528459028764205, "iqa_flive_min": 0.6528459028764205, "iqa_flive_max": 0.6528459028764205, "iqa_spaq_mean": 0.7039600719105115, "iqa_spaq_min": 0.7039600719105115, "iqa_spaq_max": 0.7039600719105115, "iqa_clive_mean": 0.6516902422664141, "iqa_clive_min": 0.6516902422664141, "iqa_clive_max": 0.6516902422664141, "iqa_koniq10k_mean": 0.5928930802778765, "iqa_koniq10k_min": 0.5928930802778765, "iqa_koniq10k_max": 0.5928930802778765, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8393188480750723 }, { "lang": "la", "score": 0.030651840257686833 }, { "lang": "tl", "score": 0.020837205521755085 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.872642457485199 }, { "lang": "de", "score": 0.013591492548584938 }, { "lang": "it", "score": 0.009170015342533588 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3677265282833214, "iqa_v2_live_min": 0.3677265282833214, "iqa_v2_live_max": 0.3677265282833214, "iqa_v2_csiq_mean": 0.516849935054779, "iqa_v2_csiq_min": 0.516849935054779, "iqa_v2_csiq_max": 0.516849935054779, "iqa_v2_tid2013_mean": 0.4295618798997667, "iqa_v2_tid2013_min": 0.4295618798997667, "iqa_v2_tid2013_max": 0.4295618798997667, "iqa_v2_kadid10k_mean": 0.0699462890625, "iqa_v2_kadid10k_min": 0.0699462890625, "iqa_v2_kadid10k_max": 0.0699462890625, "iqa_v2_flive_mean": 0.6528459028764205, "iqa_v2_flive_min": 0.6528459028764205, "iqa_v2_flive_max": 0.6528459028764205, "iqa_v2_spaq_mean": 0.7039600719105115, "iqa_v2_spaq_min": 0.7039600719105115, "iqa_v2_spaq_max": 0.7039600719105115, "iqa_v2_clive_mean": 0.6516902422664141, "iqa_v2_clive_min": 0.6516902422664141, "iqa_v2_clive_max": 0.6516902422664141, "iqa_v2_koniq10k_mean": 0.5928930802778765, "iqa_v2_koniq10k_min": 0.5928930802778765, "iqa_v2_koniq10k_max": 0.5928930802778765, "imdecont": { "jpg": 0.37361443042755127 }, "imdecont_image_match": { "jpg": 72068 }, "imdecont_max": 0.37361443042755127, "imdecont_mean": 0.37361443042755127, "imdecont_min": 0.37361443042755127, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.171875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.171875, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.171875, "clip_score_dfn_public_prev_turn_only_min": 1.7666015625, "clip_score_dfn_public_prev_turn_only_mean": 1.7666015625, "clip_score_dfn_public_prev_turn_only_max": 1.7666015625, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.5, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.5, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.5, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.265625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.265625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.265625, "clip_score_clip_vitl14_224_next_turn_only_min": 14.84375, "clip_score_clip_vitl14_224_next_turn_only_mean": 14.84375, "clip_score_clip_vitl14_224_next_turn_only_max": 14.84375, "clip_score_dfn_public_next_turn_only_min": 0.045745849609375, "clip_score_dfn_public_next_turn_only_mean": 0.045745849609375, "clip_score_dfn_public_next_turn_only_max": 0.045745849609375, "clip_score_siglip2_b16_224_next_turn_only_min": -6.515625, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.515625, "clip_score_siglip2_b16_224_next_turn_only_max": -6.515625, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.859375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.859375, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.703125, "clip_score_dfn_public_prev_and_next_turn_min": 0.2486572265625, "clip_score_dfn_public_prev_and_next_turn_mean": 0.2486572265625, "clip_score_dfn_public_prev_and_next_turn_max": 0.2486572265625, "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": 24.40625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.40625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.40625, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3128.21 }, "im_clarity_mean": 3128.21, "im_clarity_min": 3128.21, "im_clarity_max": 3128.21, "im_luma": { "jpg": 210.07 }, "im_luma_mean": 210.07, "im_luma_min": 210.07, "im_luma_max": 210.07, "im_saturation": { "jpg": 22.55 }, "im_saturation_mean": 22.55, "im_saturation_min": 22.55, "im_saturation_max": 22.55, "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": -0.70458984375, "unifilter_score_qwen3_0_6b": -0.53076171875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8393188480750723, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 0.030651840257686833, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.020837205521755085, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.872642457485199, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.013591492548584938, "language_detection_annotation_nllb_2_lan": "it", "language_detection_annotation_nllb_2_score": 0.009170015342533588, "text_quality_weborganizer_topic_label": "Health", "text_quality_weborganizer_topic_score": 0.9714807271957397, "text_quality_weborganizer_format_label": "Audio Transcript", "text_quality_weborganizer_format_score": 0.2828085124492645, "text_quality_nvidia_domain_label": "Health", "text_quality_nvidia_domain_score": 0.9999568462371826, "text_quality_nvidia_edu_nemotron4_score": 0.268310546875, "text_quality_nvidia_edu_mixtral_score": 0.35791015625, "text_quality_dclmbaseline_fasttext_score": 0.9997970461845398, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0008922815322875977, "custom_fasttext_core_clean_fasttext_score": 1.0728836059570312e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 6.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 5.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.9375, "within_sample_repetition_detection": 9.0 }, "33": { "detoxify": 1, "length_chars": 77, "length_tokens": 1856, "length_tokens_text_only": 65, "length_tokens_trainable_only": 8, "length_images": 1, "iqa_live_mean": 0.4460488136368568, "iqa_live_min": 0.4460488136368568, "iqa_live_max": 0.4460488136368568, "iqa_csiq_mean": 0.571110188961029, "iqa_csiq_min": 0.571110188961029, "iqa_csiq_max": 0.571110188961029, "iqa_tid2013_mean": 0.3989086680942111, "iqa_tid2013_min": 0.3989086680942111, "iqa_tid2013_max": 0.3989086680942111, "iqa_kadid10k_mean": 0.0992431640625, "iqa_kadid10k_min": 0.0992431640625, "iqa_kadid10k_max": 0.0992431640625, "iqa_flive_mean": 0.6767963447956125, "iqa_flive_min": 0.6767963447956125, "iqa_flive_max": 0.6767963447956125, "iqa_spaq_mean": 0.6564537587791983, "iqa_spaq_min": 0.6564537587791983, "iqa_spaq_max": 0.6564537587791983, "iqa_clive_mean": 0.6881485755997475, "iqa_clive_min": 0.6881485755997475, "iqa_clive_max": 0.6881485755997475, "iqa_koniq10k_mean": 0.6825395063920455, "iqa_koniq10k_min": 0.6825395063920455, "iqa_koniq10k_max": 0.6825395063920455, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.45542474216110895 }, { "lang": "de", "score": 0.0491347988507898 }, { "lang": "nl", "score": 0.04891640821220334 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9376004934310913 }, { "lang": "ru", "score": 0.0036916008684784174 }, { "lang": "it", "score": 0.003554821014404297 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.4460488136368568, "iqa_v2_live_min": 0.4460488136368568, "iqa_v2_live_max": 0.4460488136368568, "iqa_v2_csiq_mean": 0.571110188961029, "iqa_v2_csiq_min": 0.571110188961029, "iqa_v2_csiq_max": 0.571110188961029, "iqa_v2_tid2013_mean": 0.3989086680942111, "iqa_v2_tid2013_min": 0.3989086680942111, "iqa_v2_tid2013_max": 0.3989086680942111, "iqa_v2_kadid10k_mean": 0.0992431640625, "iqa_v2_kadid10k_min": 0.0992431640625, "iqa_v2_kadid10k_max": 0.0992431640625, "iqa_v2_flive_mean": 0.6767963447956125, "iqa_v2_flive_min": 0.6767963447956125, "iqa_v2_flive_max": 0.6767963447956125, "iqa_v2_spaq_mean": 0.6564537587791983, "iqa_v2_spaq_min": 0.6564537587791983, "iqa_v2_spaq_max": 0.6564537587791983, "iqa_v2_clive_mean": 0.6881485755997475, "iqa_v2_clive_min": 0.6881485755997475, "iqa_v2_clive_max": 0.6881485755997475, "iqa_v2_koniq10k_mean": 0.6825395063920455, "iqa_v2_koniq10k_min": 0.6825395063920455, "iqa_v2_koniq10k_max": 0.6825395063920455, "imdecont": { "jpg": 0.45879971981048584 }, "imdecont_image_match": { "jpg": 72068 }, "imdecont_max": 0.45879971981048584, "imdecont_mean": 0.45879971981048584, "imdecont_min": 0.45879971981048584, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.390625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.390625, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.390625, "clip_score_dfn_public_prev_turn_only_min": 1.482421875, "clip_score_dfn_public_prev_turn_only_mean": 1.482421875, "clip_score_dfn_public_prev_turn_only_max": 1.482421875, "clip_score_siglip2_b16_224_prev_turn_only_min": -2.7578125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.7578125, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.7578125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.40625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.40625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.40625, "clip_score_clip_vitl14_224_next_turn_only_min": 28.90625, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.90625, "clip_score_clip_vitl14_224_next_turn_only_max": 28.90625, "clip_score_dfn_public_next_turn_only_min": 1.2236328125, "clip_score_dfn_public_next_turn_only_mean": 1.2236328125, "clip_score_dfn_public_next_turn_only_max": 1.2236328125, "clip_score_siglip2_b16_224_next_turn_only_min": -3.0078125, "clip_score_siglip2_b16_224_next_turn_only_mean": -3.0078125, "clip_score_siglip2_b16_224_next_turn_only_max": -3.0078125, "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": 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": -0.171142578125, "clip_score_dfn_public_prev_and_next_turn_mean": -0.171142578125, "clip_score_dfn_public_prev_and_next_turn_max": -0.171142578125, "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": 28.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.21875, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3242.31 }, "im_clarity_mean": 3242.31, "im_clarity_min": 3242.31, "im_clarity_max": 3242.31, "im_luma": { "jpg": 228.17 }, "im_luma_mean": 228.17, "im_luma_min": 228.17, "im_luma_max": 228.17, "im_saturation": { "jpg": 20.8 }, "im_saturation_mean": 20.8, "im_saturation_min": 20.8, "im_saturation_max": 20.8, "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": 1.3203125, "unifilter_score_qwen3_0_6b": -0.83056640625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.45542474216110895, "language_detection_annotation_lingua_1_lan": "de", "language_detection_annotation_lingua_1_score": 0.0491347988507898, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.04891640821220334, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9376004934310913, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0036916008684784174, "language_detection_annotation_nllb_2_lan": "it", "language_detection_annotation_nllb_2_score": 0.003554821014404297, "text_quality_weborganizer_topic_label": "Home & Hobbies", "text_quality_weborganizer_topic_score": 0.5127098560333252, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.40398046374320984, "text_quality_nvidia_domain_label": "Real_Estate", "text_quality_nvidia_domain_score": 0.9970598816871643, "text_quality_nvidia_edu_nemotron4_score": 0.85400390625, "text_quality_nvidia_edu_mixtral_score": 0.38037109375, "text_quality_dclmbaseline_fasttext_score": 0.604801595211029, "text_quality_dolma3_fasttext_score": 0.999869704246521, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.022090554237365723, "custom_fasttext_core_clean_fasttext_score": 0.017554402351379395, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 6.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 10.0 }, "30": { "detoxify": 1, "length_chars": 74, "length_tokens": 1856, "length_tokens_text_only": 64, "length_tokens_trainable_only": 3, "length_images": 1, "iqa_live_mean": 0.546328958838877, "iqa_live_min": 0.546328958838877, "iqa_live_max": 0.546328958838877, "iqa_csiq_mean": 0.661930501461029, "iqa_csiq_min": 0.661930501461029, "iqa_csiq_max": 0.661930501461029, "iqa_tid2013_mean": 0.4469229910108778, "iqa_tid2013_min": 0.4469229910108778, "iqa_tid2013_max": 0.4469229910108778, "iqa_kadid10k_mean": 0.2642822265625, "iqa_kadid10k_min": 0.2642822265625, "iqa_kadid10k_max": 0.2642822265625, "iqa_flive_mean": 0.7149513321693498, "iqa_flive_min": 0.7149513321693498, "iqa_flive_max": 0.7149513321693498, "iqa_spaq_mean": 0.731580021405461, "iqa_spaq_min": 0.731580021405461, "iqa_spaq_max": 0.731580021405461, "iqa_clive_mean": 0.6933569089330809, "iqa_clive_min": 0.6933569089330809, "iqa_clive_max": 0.6933569089330809, "iqa_koniq10k_mean": 0.6329814641162603, "iqa_koniq10k_min": 0.6329814641162603, "iqa_koniq10k_max": 0.6329814641162603, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.7816970365300607 }, { "lang": "tl", "score": 0.06617063932066712 }, { "lang": "yo", "score": 0.03465360270358721 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9747834801673889 }, { "lang": "id", "score": 0.0018638590117916465 }, { "lang": "th", "score": 0.0016979363281279802 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.546328958838877, "iqa_v2_live_min": 0.546328958838877, "iqa_v2_live_max": 0.546328958838877, "iqa_v2_csiq_mean": 0.661930501461029, "iqa_v2_csiq_min": 0.661930501461029, "iqa_v2_csiq_max": 0.661930501461029, "iqa_v2_tid2013_mean": 0.4469229910108778, "iqa_v2_tid2013_min": 0.4469229910108778, "iqa_v2_tid2013_max": 0.4469229910108778, "iqa_v2_kadid10k_mean": 0.2642822265625, "iqa_v2_kadid10k_min": 0.2642822265625, "iqa_v2_kadid10k_max": 0.2642822265625, "iqa_v2_flive_mean": 0.7149513321693498, "iqa_v2_flive_min": 0.7149513321693498, "iqa_v2_flive_max": 0.7149513321693498, "iqa_v2_spaq_mean": 0.731580021405461, "iqa_v2_spaq_min": 0.731580021405461, "iqa_v2_spaq_max": 0.731580021405461, "iqa_v2_clive_mean": 0.6933569089330809, "iqa_v2_clive_min": 0.6933569089330809, "iqa_v2_clive_max": 0.6933569089330809, "iqa_v2_koniq10k_mean": 0.6329814641162603, "iqa_v2_koniq10k_min": 0.6329814641162603, "iqa_v2_koniq10k_max": 0.6329814641162603, "imdecont": { "jpg": 0.5479730367660522 }, "imdecont_image_match": { "jpg": 72068 }, "imdecont_max": 0.5479730367660522, "imdecont_mean": 0.5479730367660522, "imdecont_min": 0.5479730367660522, "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": 0.560546875, "clip_score_dfn_public_prev_turn_only_mean": 0.560546875, "clip_score_dfn_public_prev_turn_only_max": 0.560546875, "clip_score_siglip2_b16_224_prev_turn_only_min": -2.9375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.9375, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.9375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.96875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.96875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.96875, "clip_score_clip_vitl14_224_next_turn_only_min": 15.8828125, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.8828125, "clip_score_clip_vitl14_224_next_turn_only_max": 15.8828125, "clip_score_dfn_public_next_turn_only_min": 1.8359375, "clip_score_dfn_public_next_turn_only_mean": 1.8359375, "clip_score_dfn_public_next_turn_only_max": 1.8359375, "clip_score_siglip2_b16_224_next_turn_only_min": -6.6171875, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.6171875, "clip_score_siglip2_b16_224_next_turn_only_max": -6.6171875, "clip_score_longclip_vitl14_224_next_turn_only_min": 18.0, "clip_score_longclip_vitl14_224_next_turn_only_mean": 18.0, "clip_score_longclip_vitl14_224_next_turn_only_max": 18.0, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 34.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 34.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 34.40625, "clip_score_dfn_public_prev_and_next_turn_min": 0.74072265625, "clip_score_dfn_public_prev_and_next_turn_mean": 0.74072265625, "clip_score_dfn_public_prev_and_next_turn_max": 0.74072265625, "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": 26.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.875, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3136.58 }, "im_clarity_mean": 3136.58, "im_clarity_min": 3136.58, "im_clarity_max": 3136.58, "im_luma": { "jpg": 230.25 }, "im_luma_mean": 230.25, "im_luma_min": 230.25, "im_luma_max": 230.25, "im_saturation": { "jpg": 13.82 }, "im_saturation_mean": 13.82, "im_saturation_min": 13.82, "im_saturation_max": 13.82, "im_entropy": { "jpg": 1.8 }, "im_entropy_mean": 1.8, "im_entropy_min": 1.8, "im_entropy_max": 1.8, "unifilter_score_qwen2_5_1_5b": -0.9912109375, "unifilter_score_qwen3_0_6b": -0.7578125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.7816970365300607, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.06617063932066712, "language_detection_annotation_lingua_2_lan": "yo", "language_detection_annotation_lingua_2_score": 0.03465360270358721, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9747834801673889, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.0018638590117916465, "language_detection_annotation_nllb_2_lan": "th", "language_detection_annotation_nllb_2_score": 0.0016979363281279802, "text_quality_weborganizer_topic_label": "Health", "text_quality_weborganizer_topic_score": 0.6304371356964111, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.3216095268726349, "text_quality_nvidia_domain_label": "Jobs_and_Education", "text_quality_nvidia_domain_score": 0.7523383498191833, "text_quality_nvidia_edu_nemotron4_score": 0.89697265625, "text_quality_nvidia_edu_mixtral_score": 0.63818359375, "text_quality_dclmbaseline_fasttext_score": 0.9967174530029297, "text_quality_dolma3_fasttext_score": 0.9949725866317749, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.15575110912322998, "custom_fasttext_core_clean_fasttext_score": 0.4539187550544739, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 7.59375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.90625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.6875, "within_sample_repetition_detection": 10.0 }, "32": { "detoxify": 1, "length_chars": 57, "length_tokens": 1861, "length_tokens_text_only": 69, "length_tokens_trainable_only": 6, "length_images": 1, "iqa_live_mean": 0.5567258969701901, "iqa_live_min": 0.5567258969701901, "iqa_live_max": 0.5567258969701901, "iqa_csiq_mean": 0.670963704586029, "iqa_csiq_min": 0.670963704586029, "iqa_csiq_max": 0.670963704586029, "iqa_tid2013_mean": 0.4064499007331, "iqa_tid2013_min": 0.4064499007331, "iqa_tid2013_max": 0.4064499007331, "iqa_kadid10k_mean": 0.3033447265625, "iqa_kadid10k_min": 0.3033447265625, "iqa_kadid10k_max": 0.3033447265625, "iqa_flive_mean": 0.6987739331794508, "iqa_flive_min": 0.6987739331794508, "iqa_flive_max": 0.6987739331794508, "iqa_spaq_mean": 0.7625143648398044, "iqa_spaq_min": 0.7625143648398044, "iqa_spaq_max": 0.7625143648398044, "iqa_clive_mean": 0.7410210503472223, "iqa_clive_min": 0.7410210503472223, "iqa_clive_max": 0.7410210503472223, "iqa_koniq10k_mean": 0.6522364760890152, "iqa_koniq10k_min": 0.6522364760890152, "iqa_koniq10k_max": 0.6522364760890152, "zero_sequence_filter": 3, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.30761413956400585 }, { "lang": "de", "score": 0.08121133099709865 }, { "lang": "nl", "score": 0.04509953814893106 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8879175186157227 }, { "lang": "de", "score": 0.011816649697721004 }, { "lang": "ru", "score": 0.01085752621293068 } ], "digit_sequence_filter": 3, "iqa_v2_live_mean": 0.5567258969701901, "iqa_v2_live_min": 0.5567258969701901, "iqa_v2_live_max": 0.5567258969701901, "iqa_v2_csiq_mean": 0.670963704586029, "iqa_v2_csiq_min": 0.670963704586029, "iqa_v2_csiq_max": 0.670963704586029, "iqa_v2_tid2013_mean": 0.4064499007331, "iqa_v2_tid2013_min": 0.4064499007331, "iqa_v2_tid2013_max": 0.4064499007331, "iqa_v2_kadid10k_mean": 0.3033447265625, "iqa_v2_kadid10k_min": 0.3033447265625, "iqa_v2_kadid10k_max": 0.3033447265625, "iqa_v2_flive_mean": 0.6987739331794508, "iqa_v2_flive_min": 0.6987739331794508, "iqa_v2_flive_max": 0.6987739331794508, "iqa_v2_spaq_mean": 0.7625143648398044, "iqa_v2_spaq_min": 0.7625143648398044, "iqa_v2_spaq_max": 0.7625143648398044, "iqa_v2_clive_mean": 0.7410210503472223, "iqa_v2_clive_min": 0.7410210503472223, "iqa_v2_clive_max": 0.7410210503472223, "iqa_v2_koniq10k_mean": 0.6522364760890152, "iqa_v2_koniq10k_min": 0.6522364760890152, "iqa_v2_koniq10k_max": 0.6522364760890152, "imdecont": { "jpg": 0.45083093643188477 }, "imdecont_image_match": { "jpg": 206899 }, "imdecont_max": 0.45083093643188477, "imdecont_mean": 0.45083093643188477, "imdecont_min": 0.45083093643188477, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.6875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.6875, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.6875, "clip_score_dfn_public_prev_turn_only_min": 0.97314453125, "clip_score_dfn_public_prev_turn_only_mean": 0.97314453125, "clip_score_dfn_public_prev_turn_only_max": 0.97314453125, "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": 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": 12.765625, "clip_score_clip_vitl14_224_next_turn_only_mean": 12.765625, "clip_score_clip_vitl14_224_next_turn_only_max": 12.765625, "clip_score_dfn_public_next_turn_only_min": -0.05889892578125, "clip_score_dfn_public_next_turn_only_mean": -0.05889892578125, "clip_score_dfn_public_next_turn_only_max": -0.05889892578125, "clip_score_siglip2_b16_224_next_turn_only_min": -9.296875, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.296875, "clip_score_siglip2_b16_224_next_turn_only_max": -9.296875, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.3046875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.3046875, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.3046875, "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": 1.451171875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.451171875, "clip_score_dfn_public_prev_and_next_turn_max": 1.451171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.140625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.140625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.140625, "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": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3213.36 }, "im_clarity_mean": 3213.36, "im_clarity_min": 3213.36, "im_clarity_max": 3213.36, "im_luma": { "jpg": 231.9 }, "im_luma_mean": 231.9, "im_luma_min": 231.9, "im_luma_max": 231.9, "im_saturation": { "jpg": 15.04 }, "im_saturation_mean": 15.04, "im_saturation_min": 15.04, "im_saturation_max": 15.04, "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": 1.623046875, "unifilter_score_qwen3_0_6b": -0.53955078125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.30761413956400585, "language_detection_annotation_lingua_1_lan": "de", "language_detection_annotation_lingua_1_score": 0.08121133099709865, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.04509953814893106, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8879175186157227, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.011816649697721004, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.01085752621293068, "text_quality_weborganizer_topic_label": "Finance & Business", "text_quality_weborganizer_topic_score": 0.3892424702644348, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5324423909187317, "text_quality_nvidia_domain_label": "Business_and_Industrial", "text_quality_nvidia_domain_score": 0.6844955682754517, "text_quality_nvidia_edu_nemotron4_score": 0.36669921875, "text_quality_nvidia_edu_mixtral_score": 0.345947265625, "text_quality_dclmbaseline_fasttext_score": 0.9999945163726807, "text_quality_dolma3_fasttext_score": 0.9985553026199341, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.03521674871444702, "custom_fasttext_core_clean_fasttext_score": 0.00014281272888183594, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 6.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 5.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.59375, "within_sample_repetition_detection": 9.0 }, "34": { "detoxify": 1, "length_chars": 85, "length_tokens": 1862, "length_tokens_text_only": 71, "length_tokens_trainable_only": 5, "length_images": 1, "iqa_live_mean": 0.4878930371217053, "iqa_live_min": 0.4878930371217053, "iqa_live_max": 0.4878930371217053, "iqa_csiq_mean": 0.608951985836029, "iqa_csiq_min": 0.608951985836029, "iqa_csiq_max": 0.608951985836029, "iqa_tid2013_mean": 0.3929407861497667, "iqa_tid2013_min": 0.3929407861497667, "iqa_tid2013_max": 0.3929407861497667, "iqa_kadid10k_mean": 0.2156982421875, "iqa_kadid10k_min": 0.2156982421875, "iqa_kadid10k_max": 0.2156982421875, "iqa_flive_mean": 0.679873996310764, "iqa_flive_min": 0.679873996310764, "iqa_flive_max": 0.679873996310764, "iqa_spaq_mean": 0.772931031506471, "iqa_spaq_min": 0.772931031506471, "iqa_spaq_max": 0.772931031506471, "iqa_clive_mean": 0.7217659998421718, "iqa_clive_min": 0.7217659998421718, "iqa_clive_max": 0.7217659998421718, "iqa_koniq10k_mean": 0.6235117671465633, "iqa_koniq10k_min": 0.6235117671465633, "iqa_koniq10k_max": 0.6235117671465633, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.6279283150041356 }, { "lang": "tl", "score": 0.08298113820806857 }, { "lang": "la", "score": 0.047726197932104066 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8531635403633118 }, { "lang": "de", "score": 0.01214121375232935 }, { "lang": "id", "score": 0.010059657506644726 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.4878930371217053, "iqa_v2_live_min": 0.4878930371217053, "iqa_v2_live_max": 0.4878930371217053, "iqa_v2_csiq_mean": 0.608951985836029, "iqa_v2_csiq_min": 0.608951985836029, "iqa_v2_csiq_max": 0.608951985836029, "iqa_v2_tid2013_mean": 0.3929407861497667, "iqa_v2_tid2013_min": 0.3929407861497667, "iqa_v2_tid2013_max": 0.3929407861497667, "iqa_v2_kadid10k_mean": 0.2156982421875, "iqa_v2_kadid10k_min": 0.2156982421875, "iqa_v2_kadid10k_max": 0.2156982421875, "iqa_v2_flive_mean": 0.679873996310764, "iqa_v2_flive_min": 0.679873996310764, "iqa_v2_flive_max": 0.679873996310764, "iqa_v2_spaq_mean": 0.772931031506471, "iqa_v2_spaq_min": 0.772931031506471, "iqa_v2_spaq_max": 0.772931031506471, "iqa_v2_clive_mean": 0.7217659998421718, "iqa_v2_clive_min": 0.7217659998421718, "iqa_v2_clive_max": 0.7217659998421718, "iqa_v2_koniq10k_mean": 0.6235117671465633, "iqa_v2_koniq10k_min": 0.6235117671465633, "iqa_v2_koniq10k_max": 0.6235117671465633, "imdecont": { "jpg": 0.4809783697128296 }, "imdecont_image_match": { "jpg": 72068 }, "imdecont_max": 0.4809783697128296, "imdecont_mean": 0.4809783697128296, "imdecont_min": 0.4809783697128296, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.46875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.46875, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.46875, "clip_score_dfn_public_prev_turn_only_min": -0.001323699951171875, "clip_score_dfn_public_prev_turn_only_mean": -0.001323699951171875, "clip_score_dfn_public_prev_turn_only_max": -0.001323699951171875, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.8671875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.8671875, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.8671875, "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": 21.578125, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.578125, "clip_score_clip_vitl14_224_next_turn_only_max": 21.578125, "clip_score_dfn_public_next_turn_only_min": -0.2020263671875, "clip_score_dfn_public_next_turn_only_mean": -0.2020263671875, "clip_score_dfn_public_next_turn_only_max": -0.2020263671875, "clip_score_siglip2_b16_224_next_turn_only_min": -7.3203125, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.3203125, "clip_score_siglip2_b16_224_next_turn_only_max": -7.3203125, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.5, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.5, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.5, "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": 0.1220703125, "clip_score_dfn_public_prev_and_next_turn_mean": 0.1220703125, "clip_score_dfn_public_prev_and_next_turn_max": 0.1220703125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.2265625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.2265625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.2265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 29.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 29.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 29.125, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3103.62 }, "im_clarity_mean": 3103.62, "im_clarity_min": 3103.62, "im_clarity_max": 3103.62, "im_luma": { "jpg": 231.46 }, "im_luma_mean": 231.46, "im_luma_min": 231.46, "im_luma_max": 231.46, "im_saturation": { "jpg": 12.73 }, "im_saturation_mean": 12.73, "im_saturation_min": 12.73, "im_saturation_max": 12.73, "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": -0.2210693359375, "unifilter_score_qwen3_0_6b": -0.131103515625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.6279283150041356, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.08298113820806857, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.047726197932104066, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8531635403633118, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.01214121375232935, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.010059657506644726, "text_quality_weborganizer_topic_label": "Health", "text_quality_weborganizer_topic_score": 0.7098214030265808, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.8048058152198792, "text_quality_nvidia_domain_label": "Food_and_Drink", "text_quality_nvidia_domain_score": 0.9706323742866516, "text_quality_nvidia_edu_nemotron4_score": 1.009765625, "text_quality_nvidia_edu_mixtral_score": 0.80615234375, "text_quality_dclmbaseline_fasttext_score": 0.8058505058288574, "text_quality_dolma3_fasttext_score": 0.9367774128913879, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.20367759466171265, "custom_fasttext_core_clean_fasttext_score": 0.09076851606369019, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 6.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.28125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.09375, "within_sample_repetition_detection": 10.0 }, "9": { "detoxify": 1, "length_chars": 79, "length_tokens": 1857, "length_tokens_text_only": 66, "length_tokens_trainable_only": 4, "length_images": 1, "iqa_live_mean": 0.2944152523772885, "iqa_live_min": 0.2944152523772885, "iqa_live_max": 0.2944152523772885, "iqa_csiq_mean": 0.39566463232040405, "iqa_csiq_min": 0.39566463232040405, "iqa_csiq_max": 0.39566463232040405, "iqa_tid2013_mean": 0.49555105633205837, "iqa_tid2013_min": 0.49555105633205837, "iqa_tid2013_max": 0.49555105633205837, "iqa_kadid10k_mean": 0.0938720703125, "iqa_kadid10k_min": 0.0938720703125, "iqa_kadid10k_max": 0.0938720703125, "iqa_flive_mean": 0.6996814458057135, "iqa_flive_min": 0.6996814458057135, "iqa_flive_max": 0.6996814458057135, "iqa_spaq_mean": 0.733316132516572, "iqa_spaq_min": 0.733316132516572, "iqa_spaq_max": 0.733316132516572, "iqa_clive_mean": 0.36830959898052795, "iqa_clive_min": 0.36830959898052795, "iqa_clive_max": 0.36830959898052795, "iqa_koniq10k_mean": 0.6522364760890152, "iqa_koniq10k_min": 0.6522364760890152, "iqa_koniq10k_max": 0.6522364760890152, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.7543151497268359 }, { "lang": "tl", "score": 0.05993181947070477 }, { "lang": "de", "score": 0.03988825818108358 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9764823317527771 }, { "lang": "te", "score": 0.0015088722575455904 }, { "lang": "bn", "score": 0.001491621253080666 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.2944152523772885, "iqa_v2_live_min": 0.2944152523772885, "iqa_v2_live_max": 0.2944152523772885, "iqa_v2_csiq_mean": 0.39566463232040405, "iqa_v2_csiq_min": 0.39566463232040405, "iqa_v2_csiq_max": 0.39566463232040405, "iqa_v2_tid2013_mean": 0.49555105633205837, "iqa_v2_tid2013_min": 0.49555105633205837, "iqa_v2_tid2013_max": 0.49555105633205837, "iqa_v2_kadid10k_mean": 0.0938720703125, "iqa_v2_kadid10k_min": 0.0938720703125, "iqa_v2_kadid10k_max": 0.0938720703125, "iqa_v2_flive_mean": 0.6996814458057135, "iqa_v2_flive_min": 0.6996814458057135, "iqa_v2_flive_max": 0.6996814458057135, "iqa_v2_spaq_mean": 0.733316132516572, "iqa_v2_spaq_min": 0.733316132516572, "iqa_v2_spaq_max": 0.733316132516572, "iqa_v2_clive_mean": 0.36830959898052795, "iqa_v2_clive_min": 0.36830959898052795, "iqa_v2_clive_max": 0.36830959898052795, "iqa_v2_koniq10k_mean": 0.6522364760890152, "iqa_v2_koniq10k_min": 0.6522364760890152, "iqa_v2_koniq10k_max": 0.6522364760890152, "imdecont": { "jpg": 0.3834102153778076 }, "imdecont_image_match": { "jpg": 206138 }, "imdecont_max": 0.3834102153778076, "imdecont_mean": 0.3834102153778076, "imdecont_min": 0.3834102153778076, "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": 2.5, "clip_score_dfn_public_prev_turn_only_mean": 2.5, "clip_score_dfn_public_prev_turn_only_max": 2.5, "clip_score_siglip2_b16_224_prev_turn_only_min": -3.421875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -3.421875, "clip_score_siglip2_b16_224_prev_turn_only_max": -3.421875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.78125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.78125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.78125, "clip_score_clip_vitl14_224_next_turn_only_min": 20.625, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.625, "clip_score_clip_vitl14_224_next_turn_only_max": 20.625, "clip_score_dfn_public_next_turn_only_min": 1.7275390625, "clip_score_dfn_public_next_turn_only_mean": 1.7275390625, "clip_score_dfn_public_next_turn_only_max": 1.7275390625, "clip_score_siglip2_b16_224_next_turn_only_min": -5.4609375, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.4609375, "clip_score_siglip2_b16_224_next_turn_only_max": -5.4609375, "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": 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": 2.01953125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.01953125, "clip_score_dfn_public_prev_and_next_turn_max": 2.01953125, "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": 26.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.46875, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2759.57 }, "im_clarity_mean": 2759.57, "im_clarity_min": 2759.57, "im_clarity_max": 2759.57, "im_luma": { "jpg": 211.13 }, "im_luma_mean": 211.13, "im_luma_min": 211.13, "im_luma_max": 211.13, "im_saturation": { "jpg": 19.57 }, "im_saturation_mean": 19.57, "im_saturation_min": 19.57, "im_saturation_max": 19.57, "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": 0.259033203125, "unifilter_score_qwen3_0_6b": 1.6689453125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.7543151497268359, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.05993181947070477, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 0.03988825818108358, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9764823317527771, "language_detection_annotation_nllb_1_lan": "te", "language_detection_annotation_nllb_1_score": 0.0015088722575455904, "language_detection_annotation_nllb_2_lan": "bn", "language_detection_annotation_nllb_2_score": 0.001491621253080666, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.9107620120048523, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.7258424162864685, "text_quality_nvidia_domain_label": "Internet_and_Telecom", "text_quality_nvidia_domain_score": 0.9890584349632263, "text_quality_nvidia_edu_nemotron4_score": 0.2489013671875, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.007821500301361084, "text_quality_dolma3_fasttext_score": 7.56978988647461e-05, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.013380467891693115, "custom_fasttext_core_clean_fasttext_score": 0.0004304051399230957, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 7.21875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.09375, "within_sample_repetition_detection": 10.0 }, "35": { "detoxify": 1, "length_chars": 76, "length_tokens": 1854, "length_tokens_text_only": 63, "length_tokens_trainable_only": 6, "length_images": 1, "iqa_live_mean": 0.5095944260105942, "iqa_live_min": 0.5095944260105942, "iqa_live_max": 0.5095944260105942, "iqa_csiq_mean": 0.634708821773529, "iqa_csiq_min": 0.634708821773529, "iqa_csiq_max": 0.634708821773529, "iqa_tid2013_mean": 0.4401141802469889, "iqa_tid2013_min": 0.4401141802469889, "iqa_tid2013_max": 0.4401141802469889, "iqa_kadid10k_mean": 0.1844482421875, "iqa_kadid10k_min": 0.1844482421875, "iqa_kadid10k_max": 0.1844482421875, "iqa_flive_mean": 0.7046924937855115, "iqa_flive_min": 0.7046924937855115, "iqa_flive_max": 0.7046924937855115, "iqa_spaq_mean": 0.7363148698903094, "iqa_spaq_min": 0.7363148698903094, "iqa_spaq_max": 0.7363148698903094, "iqa_clive_mean": 0.6526372119633839, "iqa_clive_min": 0.6526372119633839, "iqa_clive_max": 0.6526372119633839, "iqa_koniq10k_mean": 0.6661253649779041, "iqa_koniq10k_min": 0.6661253649779041, "iqa_koniq10k_max": 0.6661253649779041, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.6807282262500103 }, { "lang": "de", "score": 0.05531785099418693 }, { "lang": "nl", "score": 0.036700307255812185 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9890969395637512 }, { "lang": "fr", "score": 0.0010861828923225403 }, { "lang": "de", "score": 0.0009094190318137407 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.5095944260105942, "iqa_v2_live_min": 0.5095944260105942, "iqa_v2_live_max": 0.5095944260105942, "iqa_v2_csiq_mean": 0.634708821773529, "iqa_v2_csiq_min": 0.634708821773529, "iqa_v2_csiq_max": 0.634708821773529, "iqa_v2_tid2013_mean": 0.4401141802469889, "iqa_v2_tid2013_min": 0.4401141802469889, "iqa_v2_tid2013_max": 0.4401141802469889, "iqa_v2_kadid10k_mean": 0.1844482421875, "iqa_v2_kadid10k_min": 0.1844482421875, "iqa_v2_kadid10k_max": 0.1844482421875, "iqa_v2_flive_mean": 0.7046924937855115, "iqa_v2_flive_min": 0.7046924937855115, "iqa_v2_flive_max": 0.7046924937855115, "iqa_v2_spaq_mean": 0.7363148698903094, "iqa_v2_spaq_min": 0.7363148698903094, "iqa_v2_spaq_max": 0.7363148698903094, "iqa_v2_clive_mean": 0.6526372119633839, "iqa_v2_clive_min": 0.6526372119633839, "iqa_v2_clive_max": 0.6526372119633839, "iqa_v2_koniq10k_mean": 0.6661253649779041, "iqa_v2_koniq10k_min": 0.6661253649779041, "iqa_v2_koniq10k_max": 0.6661253649779041, "imdecont": { "jpg": 0.4475589990615845 }, "imdecont_image_match": { "jpg": 206297 }, "imdecont_max": 0.4475589990615845, "imdecont_mean": 0.4475589990615845, "imdecont_min": 0.4475589990615845, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.546875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.546875, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.546875, "clip_score_dfn_public_prev_turn_only_min": 1.7060546875, "clip_score_dfn_public_prev_turn_only_mean": 1.7060546875, "clip_score_dfn_public_prev_turn_only_max": 1.7060546875, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.28125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.28125, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.28125, "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": 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": 0.966796875, "clip_score_dfn_public_next_turn_only_mean": 0.966796875, "clip_score_dfn_public_next_turn_only_max": 0.966796875, "clip_score_siglip2_b16_224_next_turn_only_min": -5.8515625, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.8515625, "clip_score_siglip2_b16_224_next_turn_only_max": -5.8515625, "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": 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": 2.13671875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.13671875, "clip_score_dfn_public_prev_and_next_turn_max": 2.13671875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.3203125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.3203125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.3203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 28.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.5625, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2815.35 }, "im_clarity_mean": 2815.35, "im_clarity_min": 2815.35, "im_clarity_max": 2815.35, "im_luma": { "jpg": 224.51 }, "im_luma_mean": 224.51, "im_luma_min": 224.51, "im_luma_max": 224.51, "im_saturation": { "jpg": 27.53 }, "im_saturation_mean": 27.53, "im_saturation_min": 27.53, "im_saturation_max": 27.53, "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": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.6807282262500103, "language_detection_annotation_lingua_1_lan": "de", "language_detection_annotation_lingua_1_score": 0.05531785099418693, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.036700307255812185, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9890969395637512, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.0010861828923225403, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.0009094190318137407, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9555360674858093, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.3683035969734192, "text_quality_nvidia_domain_label": "Pets_and_Animals", "text_quality_nvidia_domain_score": 0.8265898823738098, "text_quality_nvidia_edu_nemotron4_score": 0.64111328125, "text_quality_nvidia_edu_mixtral_score": 0.3125, "text_quality_dclmbaseline_fasttext_score": 0.9662266969680786, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0009094476699829102, "custom_fasttext_core_clean_fasttext_score": 7.617473602294922e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 7.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.53125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0625, "within_sample_repetition_detection": 10.0 }, "28": { "detoxify": 1, "length_chars": 63, "length_tokens": 1857, "length_tokens_text_only": 66, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.369699381818675, "iqa_live_min": 0.369699381818675, "iqa_live_max": 0.369699381818675, "iqa_csiq_mean": 0.46835750341415405, "iqa_csiq_min": 0.46835750341415405, "iqa_csiq_max": 0.46835750341415405, "iqa_tid2013_mean": 0.4787833425733778, "iqa_tid2013_min": 0.4787833425733778, "iqa_tid2013_max": 0.4787833425733778, "iqa_kadid10k_mean": 0.1217041015625, "iqa_kadid10k_min": 0.1217041015625, "iqa_kadid10k_max": 0.1217041015625, "iqa_flive_mean": 0.7019304988360164, "iqa_flive_min": 0.7019304988360164, "iqa_flive_max": 0.7019304988360164, "iqa_spaq_mean": 0.7126406274660669, "iqa_spaq_min": 0.7126406274660669, "iqa_spaq_max": 0.7126406274660669, "iqa_clive_mean": 0.3317723515057805, "iqa_clive_min": 0.3317723515057805, "iqa_clive_max": 0.3317723515057805, "iqa_koniq10k_mean": 0.6948501124526516, "iqa_koniq10k_min": 0.6948501124526516, "iqa_koniq10k_max": 0.6948501124526516, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.6292059134417993 }, { "lang": "fr", "score": 0.08289656113261151 }, { "lang": "tl", "score": 0.03310821184602857 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8699232339859009 }, { "lang": "fr", "score": 0.014315515756607056 }, { "lang": "de", "score": 0.013858113437891006 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.369699381818675, "iqa_v2_live_min": 0.369699381818675, "iqa_v2_live_max": 0.369699381818675, "iqa_v2_csiq_mean": 0.46835750341415405, "iqa_v2_csiq_min": 0.46835750341415405, "iqa_v2_csiq_max": 0.46835750341415405, "iqa_v2_tid2013_mean": 0.4787833425733778, "iqa_v2_tid2013_min": 0.4787833425733778, "iqa_v2_tid2013_max": 0.4787833425733778, "iqa_v2_kadid10k_mean": 0.1217041015625, "iqa_v2_kadid10k_min": 0.1217041015625, "iqa_v2_kadid10k_max": 0.1217041015625, "iqa_v2_flive_mean": 0.7019304988360164, "iqa_v2_flive_min": 0.7019304988360164, "iqa_v2_flive_max": 0.7019304988360164, "iqa_v2_spaq_mean": 0.7126406274660669, "iqa_v2_spaq_min": 0.7126406274660669, "iqa_v2_spaq_max": 0.7126406274660669, "iqa_v2_clive_mean": 0.3317723515057805, "iqa_v2_clive_min": 0.3317723515057805, "iqa_v2_clive_max": 0.3317723515057805, "iqa_v2_koniq10k_mean": 0.6948501124526516, "iqa_v2_koniq10k_min": 0.6948501124526516, "iqa_v2_koniq10k_max": 0.6948501124526516, "imdecont": { "jpg": 0.44381946325302124 }, "imdecont_image_match": { "jpg": 206860 }, "imdecont_max": 0.44381946325302124, "imdecont_mean": 0.44381946325302124, "imdecont_min": 0.44381946325302124, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.609375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.609375, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.609375, "clip_score_dfn_public_prev_turn_only_min": 0.0731201171875, "clip_score_dfn_public_prev_turn_only_mean": 0.0731201171875, "clip_score_dfn_public_prev_turn_only_max": 0.0731201171875, "clip_score_siglip2_b16_224_prev_turn_only_min": -10.65625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -10.65625, "clip_score_siglip2_b16_224_prev_turn_only_max": -10.65625, "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": 10.7578125, "clip_score_clip_vitl14_224_next_turn_only_mean": 10.7578125, "clip_score_clip_vitl14_224_next_turn_only_max": 10.7578125, "clip_score_dfn_public_next_turn_only_min": 0.97021484375, "clip_score_dfn_public_next_turn_only_mean": 0.97021484375, "clip_score_dfn_public_next_turn_only_max": 0.97021484375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.5859375, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.5859375, "clip_score_siglip2_b16_224_next_turn_only_max": -9.5859375, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.1953125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.1953125, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.1953125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 19.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 19.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 19.921875, "clip_score_dfn_public_prev_and_next_turn_min": 0.11419677734375, "clip_score_dfn_public_prev_and_next_turn_mean": 0.11419677734375, "clip_score_dfn_public_prev_and_next_turn_max": 0.11419677734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -9.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -9.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -9.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.9375, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2199.42 }, "im_clarity_mean": 2199.42, "im_clarity_min": 2199.42, "im_clarity_max": 2199.42, "im_luma": { "jpg": 218.35 }, "im_luma_mean": 218.35, "im_luma_min": 218.35, "im_luma_max": 218.35, "im_saturation": { "jpg": 15.48 }, "im_saturation_mean": 15.48, "im_saturation_min": 15.48, "im_saturation_max": 15.48, "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": 2.451171875, "unifilter_score_qwen3_0_6b": -5.44140625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.6292059134417993, "language_detection_annotation_lingua_1_lan": "fr", "language_detection_annotation_lingua_1_score": 0.08289656113261151, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.03310821184602857, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8699232339859009, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.014315515756607056, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.013858113437891006, "text_quality_weborganizer_topic_label": "Travel", "text_quality_weborganizer_topic_score": 0.9842004179954529, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.44955894351005554, "text_quality_nvidia_domain_label": "Travel_and_Transportation", "text_quality_nvidia_domain_score": 0.9999792575836182, "text_quality_nvidia_edu_nemotron4_score": 0.1541748046875, "text_quality_nvidia_edu_mixtral_score": 0.255126953125, "text_quality_dclmbaseline_fasttext_score": 0.0002449154853820801, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 8.082389831542969e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 7.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.40625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 10.0 }, "41": { "detoxify": 1, "length_chars": 97, "length_tokens": 3396, "length_tokens_text_only": 68, "length_tokens_trainable_only": 11, "length_images": 1, "iqa_live_mean": 0.2737397473267834, "iqa_live_min": 0.2737397473267834, "iqa_live_max": 0.2737397473267834, "iqa_csiq_mean": 0.43886226415634155, "iqa_csiq_min": 0.43886226415634155, "iqa_csiq_max": 0.43886226415634155, "iqa_tid2013_mean": 0.3089564111497667, "iqa_tid2013_min": 0.3089564111497667, "iqa_tid2013_max": 0.3089564111497667, "iqa_kadid10k_mean": 0.0704345703125, "iqa_kadid10k_min": 0.0704345703125, "iqa_kadid10k_max": 0.0704345703125, "iqa_flive_mean": 0.6517706976996528, "iqa_flive_min": 0.6517706976996528, "iqa_flive_max": 0.6517706976996528, "iqa_spaq_mean": 0.6858098193852589, "iqa_spaq_min": 0.6858098193852589, "iqa_spaq_max": 0.6858098193852589, "iqa_clive_mean": 0.6755223129734849, "iqa_clive_min": 0.6755223129734849, "iqa_clive_max": 0.6755223129734849, "iqa_koniq10k_mean": 0.4797302014899977, "iqa_koniq10k_min": 0.4797302014899977, "iqa_koniq10k_max": 0.4797302014899977, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8824977484874073 }, { "lang": "de", "score": 0.0235474963439501 }, { "lang": "tl", "score": 0.01503559692585504 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8701431751251221 }, { "lang": "id", "score": 0.007916680537164211 }, { "lang": "nl", "score": 0.0058118365705013275 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.2737397473267834, "iqa_v2_live_min": 0.2737397473267834, "iqa_v2_live_max": 0.2737397473267834, "iqa_v2_csiq_mean": 0.4388546347618103, "iqa_v2_csiq_min": 0.4388546347618103, "iqa_v2_csiq_max": 0.4388546347618103, "iqa_v2_tid2013_mean": 0.3089564111497667, "iqa_v2_tid2013_min": 0.3089564111497667, "iqa_v2_tid2013_max": 0.3089564111497667, "iqa_v2_kadid10k_mean": 0.0704345703125, "iqa_v2_kadid10k_min": 0.0704345703125, "iqa_v2_kadid10k_max": 0.0704345703125, "iqa_v2_flive_mean": 0.6518200190380367, "iqa_v2_flive_min": 0.6518200190380367, "iqa_v2_flive_max": 0.6518200190380367, "iqa_v2_spaq_mean": 0.6859676476680872, "iqa_v2_spaq_min": 0.6859676476680872, "iqa_v2_spaq_max": 0.6859676476680872, "iqa_v2_clive_mean": 0.6755223129734849, "iqa_v2_clive_min": 0.6755223129734849, "iqa_v2_clive_max": 0.6755223129734849, "iqa_v2_koniq10k_mean": 0.47988802977282596, "iqa_v2_koniq10k_min": 0.47988802977282596, "iqa_v2_koniq10k_max": 0.47988802977282596, "imdecont": { "jpg": 0.4416893720626831 }, "imdecont_image_match": { "jpg": 206860 }, "imdecont_max": 0.4416893720626831, "imdecont_mean": 0.4416893720626831, "imdecont_min": 0.4416893720626831, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.421875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.421875, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.421875, "clip_score_dfn_public_prev_turn_only_min": 1.4384765625, "clip_score_dfn_public_prev_turn_only_mean": 1.4384765625, "clip_score_dfn_public_prev_turn_only_max": 1.4384765625, "clip_score_siglip2_b16_224_prev_turn_only_min": -2.078125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.078125, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.078125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.390625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.390625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.390625, "clip_score_clip_vitl14_224_next_turn_only_min": 25.421875, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.421875, "clip_score_clip_vitl14_224_next_turn_only_max": 25.421875, "clip_score_dfn_public_next_turn_only_min": 1.8271484375, "clip_score_dfn_public_next_turn_only_mean": 1.8271484375, "clip_score_dfn_public_next_turn_only_max": 1.8271484375, "clip_score_siglip2_b16_224_next_turn_only_min": -2.625, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.625, "clip_score_siglip2_b16_224_next_turn_only_max": -2.625, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.140625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.140625, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.140625, "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": 1.6796875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.6796875, "clip_score_dfn_public_prev_and_next_turn_max": 1.6796875, "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": 27.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.3125, "im_height": { "jpg": 480 }, "im_height_mean": 480.0, "im_height_min": 480, "im_height_max": 480, "im_width": { "jpg": 640 }, "im_width_mean": 640.0, "im_width_min": 640, "im_width_max": 640, "im_ar": { "jpg": 1.3333 }, "im_ar_mean": 1.3333, "im_ar_min": 1.3333, "im_ar_max": 1.3333, "im_kilobytes": { "jpg": 900.0 }, "im_kilobytes_mean": 900.0, "im_kilobytes_min": 900.0, "im_kilobytes_max": 900.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4424.43 }, "im_clarity_mean": 4424.43, "im_clarity_min": 4424.43, "im_clarity_max": 4424.43, "im_luma": { "jpg": 220.69 }, "im_luma_mean": 220.69, "im_luma_min": 220.69, "im_luma_max": 220.69, "im_saturation": { "jpg": 6.85 }, "im_saturation_mean": 6.85, "im_saturation_min": 6.85, "im_saturation_max": 6.85, "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": -1.1435546875, "unifilter_score_qwen3_0_6b": -3.568359375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8824977484874073, "language_detection_annotation_lingua_1_lan": "de", "language_detection_annotation_lingua_1_score": 0.0235474963439501, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.01503559692585504, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8701431751251221, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.007916680537164211, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.0058118365705013275, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7342270016670227, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.2705654203891754, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.8833429217338562, "text_quality_nvidia_edu_nemotron4_score": 1.0771484375, "text_quality_nvidia_edu_mixtral_score": 0.513671875, "text_quality_dclmbaseline_fasttext_score": 0.9995193481445312, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0021809935569763184, "custom_fasttext_core_clean_fasttext_score": 0.007261872291564941, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 6.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.15625, "within_sample_repetition_detection": 10.0 }, "46": { "detoxify": 1, "length_chars": 95, "length_tokens": 1863, "length_tokens_text_only": 71, "length_tokens_trainable_only": 3, "length_images": 1, "iqa_live_mean": 0.3507599493469854, "iqa_live_min": 0.3507599493469854, "iqa_live_max": 0.3507599493469854, "iqa_csiq_mean": 0.49884456396102905, "iqa_csiq_min": 0.49884456396102905, "iqa_csiq_max": 0.49884456396102905, "iqa_tid2013_mean": 0.3814933035108778, "iqa_tid2013_min": 0.3814933035108778, "iqa_tid2013_max": 0.3814933035108778, "iqa_kadid10k_mean": 0.0562744140625, "iqa_kadid10k_min": 0.0562744140625, "iqa_kadid10k_max": 0.0562744140625, "iqa_flive_mean": 0.6592280840632891, "iqa_flive_min": 0.6592280840632891, "iqa_flive_max": 0.6592280840632891, "iqa_spaq_mean": 0.7366305264559659, "iqa_spaq_min": 0.7366305264559659, "iqa_spaq_max": 0.7366305264559659, "iqa_clive_mean": 0.608839902010831, "iqa_clive_min": 0.608839902010831, "iqa_clive_max": 0.608839902010831, "iqa_koniq10k_mean": 0.553593837853634, "iqa_koniq10k_min": 0.553593837853634, "iqa_koniq10k_max": 0.553593837853634, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9288943949777898 }, { "lang": "la", "score": 0.010262666414738804 }, { "lang": "tl", "score": 0.009012085489371087 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9789488911628723 }, { "lang": "ru", "score": 0.0024698786437511444 }, { "lang": "de", "score": 0.0022630419116467237 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3507599493469854, "iqa_v2_live_min": 0.3507599493469854, "iqa_v2_live_max": 0.3507599493469854, "iqa_v2_csiq_mean": 0.49884456396102905, "iqa_v2_csiq_min": 0.49884456396102905, "iqa_v2_csiq_max": 0.49884456396102905, "iqa_v2_tid2013_mean": 0.3814933035108778, "iqa_v2_tid2013_min": 0.3814933035108778, "iqa_v2_tid2013_max": 0.3814933035108778, "iqa_v2_kadid10k_mean": 0.0562744140625, "iqa_v2_kadid10k_min": 0.0562744140625, "iqa_v2_kadid10k_max": 0.0562744140625, "iqa_v2_flive_mean": 0.6592280840632891, "iqa_v2_flive_min": 0.6592280840632891, "iqa_v2_flive_max": 0.6592280840632891, "iqa_v2_spaq_mean": 0.7366305264559659, "iqa_v2_spaq_min": 0.7366305264559659, "iqa_v2_spaq_max": 0.7366305264559659, "iqa_v2_clive_mean": 0.608839902010831, "iqa_v2_clive_min": 0.608839902010831, "iqa_v2_clive_max": 0.608839902010831, "iqa_v2_koniq10k_mean": 0.553593837853634, "iqa_v2_koniq10k_min": 0.553593837853634, "iqa_v2_koniq10k_max": 0.553593837853634, "imdecont": { "jpg": 0.47051310539245605 }, "imdecont_image_match": { "jpg": 72068 }, "imdecont_max": 0.47051310539245605, "imdecont_mean": 0.47051310539245605, "imdecont_min": 0.47051310539245605, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.375, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.375, "clip_score_dfn_public_prev_turn_only_min": 0.57568359375, "clip_score_dfn_public_prev_turn_only_mean": 0.57568359375, "clip_score_dfn_public_prev_turn_only_max": 0.57568359375, "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": 22.609375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.609375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.609375, "clip_score_clip_vitl14_224_next_turn_only_min": 17.640625, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.640625, "clip_score_clip_vitl14_224_next_turn_only_max": 17.640625, "clip_score_dfn_public_next_turn_only_min": 0.7021484375, "clip_score_dfn_public_next_turn_only_mean": 0.7021484375, "clip_score_dfn_public_next_turn_only_max": 0.7021484375, "clip_score_siglip2_b16_224_next_turn_only_min": -5.6171875, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.6171875, "clip_score_siglip2_b16_224_next_turn_only_max": -5.6171875, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.578125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.578125, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.578125, "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": 0.4013671875, "clip_score_dfn_public_prev_and_next_turn_mean": 0.4013671875, "clip_score_dfn_public_prev_and_next_turn_max": 0.4013671875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.859375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.859375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.859375, "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": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2599.31 }, "im_clarity_mean": 2599.31, "im_clarity_min": 2599.31, "im_clarity_max": 2599.31, "im_luma": { "jpg": 208.86 }, "im_luma_mean": 208.86, "im_luma_min": 208.86, "im_luma_max": 208.86, "im_saturation": { "jpg": 41.2 }, "im_saturation_mean": 41.2, "im_saturation_min": 41.2, "im_saturation_max": 41.2, "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": 0.36865234375, "unifilter_score_qwen3_0_6b": -0.63818359375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9288943949777898, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 0.010262666414738804, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.009012085489371087, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9789488911628723, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0024698786437511444, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.0022630419116467237, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.8914057612419128, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.3910568654537201, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9992493987083435, "text_quality_nvidia_edu_nemotron4_score": 1.5966796875, "text_quality_nvidia_edu_mixtral_score": 1.2158203125, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.08192253112792969, "custom_fasttext_core_clean_fasttext_score": 0.7523757815361023, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 6.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 5.90625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 10.0 }, "40": { "detoxify": 1, "length_chars": 65, "length_tokens": 1852, "length_tokens_text_only": 61, "length_tokens_trainable_only": 3, "length_images": 1, "iqa_live_mean": 0.3871394070712002, "iqa_live_min": 0.3871394070712002, "iqa_live_max": 0.3871394070712002, "iqa_csiq_mean": 0.513248860836029, "iqa_csiq_min": 0.513248860836029, "iqa_csiq_max": 0.513248860836029, "iqa_tid2013_mean": 0.3522506819831, "iqa_tid2013_min": 0.3522506819831, "iqa_tid2013_max": 0.3522506819831, "iqa_kadid10k_mean": 0.0054931640625, "iqa_kadid10k_min": 0.0054931640625, "iqa_kadid10k_max": 0.0054931640625, "iqa_flive_mean": 0.6319040625986427, "iqa_flive_min": 0.6319040625986427, "iqa_flive_max": 0.6319040625986427, "iqa_spaq_mean": 0.7568325466579862, "iqa_spaq_min": 0.7568325466579862, "iqa_spaq_max": 0.7568325466579862, "iqa_clive_mean": 0.6430096867108587, "iqa_clive_min": 0.6430096867108587, "iqa_clive_max": 0.6430096867108587, "iqa_koniq10k_mean": 0.5105067166415128, "iqa_koniq10k_min": 0.5105067166415128, "iqa_koniq10k_max": 0.5105067166415128, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.4571735806571225 }, { "lang": "tl", "score": 0.05471209010394559 }, { "lang": "la", "score": 0.04725301805160722 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8965628743171692 }, { "lang": "ru", "score": 0.004870167467743158 }, { "lang": "de", "score": 0.0047452994622290134 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.3871394070712002, "iqa_v2_live_min": 0.3871394070712002, "iqa_v2_live_max": 0.3871394070712002, "iqa_v2_csiq_mean": 0.513248860836029, "iqa_v2_csiq_min": 0.513248860836029, "iqa_v2_csiq_max": 0.513248860836029, "iqa_v2_tid2013_mean": 0.3522506819831, "iqa_v2_tid2013_min": 0.3522506819831, "iqa_v2_tid2013_max": 0.3522506819831, "iqa_v2_kadid10k_mean": 0.0054931640625, "iqa_v2_kadid10k_min": 0.0054931640625, "iqa_v2_kadid10k_max": 0.0054931640625, "iqa_v2_flive_mean": 0.6319040625986427, "iqa_v2_flive_min": 0.6319040625986427, "iqa_v2_flive_max": 0.6319040625986427, "iqa_v2_spaq_mean": 0.7568325466579862, "iqa_v2_spaq_min": 0.7568325466579862, "iqa_v2_spaq_max": 0.7568325466579862, "iqa_v2_clive_mean": 0.6430096867108587, "iqa_v2_clive_min": 0.6430096867108587, "iqa_v2_clive_max": 0.6430096867108587, "iqa_v2_koniq10k_mean": 0.5105067166415128, "iqa_v2_koniq10k_min": 0.5105067166415128, "iqa_v2_koniq10k_max": 0.5105067166415128, "imdecont": { "jpg": 0.5282458066940308 }, "imdecont_image_match": { "jpg": 73286 }, "imdecont_max": 0.5282458066940308, "imdecont_mean": 0.5282458066940308, "imdecont_min": 0.5282458066940308, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.40625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.40625, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.40625, "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": -3.1171875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -3.1171875, "clip_score_siglip2_b16_224_prev_turn_only_max": -3.1171875, "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": 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": 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": -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": 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": 23.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.859375, "clip_score_dfn_public_prev_and_next_turn_min": 3.623046875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.623046875, "clip_score_dfn_public_prev_and_next_turn_max": 3.623046875, "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": 24.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.296875, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1794.52 }, "im_clarity_mean": 1794.52, "im_clarity_min": 1794.52, "im_clarity_max": 1794.52, "im_luma": { "jpg": 147.82 }, "im_luma_mean": 147.82, "im_luma_min": 147.82, "im_luma_max": 147.82, "im_saturation": { "jpg": 9.69 }, "im_saturation_mean": 9.69, "im_saturation_min": 9.69, "im_saturation_max": 9.69, "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": 0.4571735806571225, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.05471209010394559, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.04725301805160722, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8965628743171692, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.004870167467743158, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.0047452994622290134, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.6148144006729126, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.26851245760917664, "text_quality_nvidia_domain_label": "Games", "text_quality_nvidia_domain_score": 0.38505563139915466, "text_quality_nvidia_edu_nemotron4_score": 0.908203125, "text_quality_nvidia_edu_mixtral_score": 0.76318359375, "text_quality_dclmbaseline_fasttext_score": 0.11800193786621094, "text_quality_dolma3_fasttext_score": 0.05643284320831299, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00013589859008789062, "custom_fasttext_core_clean_fasttext_score": 4.756450653076172e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.125, "within_sample_repetition_detection": 10.0 }, "42": { "detoxify": 1, "length_chars": 78, "length_tokens": 1864, "length_tokens_text_only": 72, "length_tokens_trainable_only": 4, "length_images": 1, "iqa_live_mean": 0.4044216040408972, "iqa_live_min": 0.4044216040408972, "iqa_live_max": 0.4044216040408972, "iqa_csiq_mean": 0.528751790523529, "iqa_csiq_min": 0.528751790523529, "iqa_csiq_max": 0.528751790523529, "iqa_tid2013_mean": 0.4330341021219889, "iqa_tid2013_min": 0.4330341021219889, "iqa_tid2013_max": 0.4330341021219889, "iqa_kadid10k_mean": 0.0147705078125, "iqa_kadid10k_min": 0.0147705078125, "iqa_kadid10k_max": 0.0147705078125, "iqa_flive_mean": 0.6713315405026832, "iqa_flive_min": 0.6713315405026832, "iqa_flive_max": 0.6713315405026832, "iqa_spaq_mean": 0.714850223425663, "iqa_spaq_min": 0.714850223425663, "iqa_spaq_max": 0.714850223425663, "iqa_clive_mean": 0.621702907061336, "iqa_clive_min": 0.621702907061336, "iqa_clive_max": 0.621702907061336, "iqa_koniq10k_mean": 0.5616430802778765, "iqa_koniq10k_min": 0.5616430802778765, "iqa_koniq10k_max": 0.5616430802778765, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.7025995786768908 }, { "lang": "tl", "score": 0.05739560812576392 }, { "lang": "da", "score": 0.014123882920413087 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9619544148445129 }, { "lang": "id", "score": 0.0025286683812737465 }, { "lang": "kn", "score": 0.0020768563263118267 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4044216040408972, "iqa_v2_live_min": 0.4044216040408972, "iqa_v2_live_max": 0.4044216040408972, "iqa_v2_csiq_mean": 0.528751790523529, "iqa_v2_csiq_min": 0.528751790523529, "iqa_v2_csiq_max": 0.528751790523529, "iqa_v2_tid2013_mean": 0.4330341021219889, "iqa_v2_tid2013_min": 0.4330341021219889, "iqa_v2_tid2013_max": 0.4330341021219889, "iqa_v2_kadid10k_mean": 0.0147705078125, "iqa_v2_kadid10k_min": 0.0147705078125, "iqa_v2_kadid10k_max": 0.0147705078125, "iqa_v2_flive_mean": 0.6713315405026832, "iqa_v2_flive_min": 0.6713315405026832, "iqa_v2_flive_max": 0.6713315405026832, "iqa_v2_spaq_mean": 0.714850223425663, "iqa_v2_spaq_min": 0.714850223425663, "iqa_v2_spaq_max": 0.714850223425663, "iqa_v2_clive_mean": 0.621702907061336, "iqa_v2_clive_min": 0.621702907061336, "iqa_v2_clive_max": 0.621702907061336, "iqa_v2_koniq10k_mean": 0.5616430802778765, "iqa_v2_koniq10k_min": 0.5616430802778765, "iqa_v2_koniq10k_max": 0.5616430802778765, "imdecont": { "jpg": 0.45210349559783936 }, "imdecont_image_match": { "jpg": 206860 }, "imdecont_max": 0.45210349559783936, "imdecont_mean": 0.45210349559783936, "imdecont_min": 0.45210349559783936, "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": -0.6875, "clip_score_dfn_public_prev_turn_only_mean": -0.6875, "clip_score_dfn_public_prev_turn_only_max": -0.6875, "clip_score_siglip2_b16_224_prev_turn_only_min": -5.3984375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -5.3984375, "clip_score_siglip2_b16_224_prev_turn_only_max": -5.3984375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.921875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.921875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.921875, "clip_score_clip_vitl14_224_next_turn_only_min": 11.7578125, "clip_score_clip_vitl14_224_next_turn_only_mean": 11.7578125, "clip_score_clip_vitl14_224_next_turn_only_max": 11.7578125, "clip_score_dfn_public_next_turn_only_min": 0.83349609375, "clip_score_dfn_public_next_turn_only_mean": 0.83349609375, "clip_score_dfn_public_next_turn_only_max": 0.83349609375, "clip_score_siglip2_b16_224_next_turn_only_min": -8.2890625, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.2890625, "clip_score_siglip2_b16_224_next_turn_only_max": -8.2890625, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.8046875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.8046875, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.8046875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.59375, "clip_score_dfn_public_prev_and_next_turn_min": -0.305908203125, "clip_score_dfn_public_prev_and_next_turn_mean": -0.305908203125, "clip_score_dfn_public_prev_and_next_turn_max": -0.305908203125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.953125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.953125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.046875, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3346.55 }, "im_clarity_mean": 3346.55, "im_clarity_min": 3346.55, "im_clarity_max": 3346.55, "im_luma": { "jpg": 234.49 }, "im_luma_mean": 234.49, "im_luma_min": 234.49, "im_luma_max": 234.49, "im_saturation": { "jpg": 12.23 }, "im_saturation_mean": 12.23, "im_saturation_min": 12.23, "im_saturation_max": 12.23, "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": -0.99609375, "unifilter_score_qwen3_0_6b": -3.1640625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.7025995786768908, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.05739560812576392, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 0.014123882920413087, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9619544148445129, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.0025286683812737465, "language_detection_annotation_nllb_2_lan": "kn", "language_detection_annotation_nllb_2_score": 0.0020768563263118267, "text_quality_weborganizer_topic_label": "Health", "text_quality_weborganizer_topic_score": 0.985602080821991, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.4368521571159363, "text_quality_nvidia_domain_label": "Health", "text_quality_nvidia_domain_score": 0.8545363545417786, "text_quality_nvidia_edu_nemotron4_score": 1.087890625, "text_quality_nvidia_edu_mixtral_score": 0.947265625, "text_quality_dclmbaseline_fasttext_score": 0.9986129403114319, "text_quality_dolma3_fasttext_score": 0.9966328144073486, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.6847755312919617, "custom_fasttext_core_clean_fasttext_score": 0.9046072363853455, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 6.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 5.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.3125, "within_sample_repetition_detection": 10.0 }, "29": { "detoxify": 1, "length_chars": 51, "length_tokens": 1855, "length_tokens_text_only": 63, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.3623603281348642, "iqa_live_min": 0.3623603281348642, "iqa_live_max": 0.3623603281348642, "iqa_csiq_mean": 0.535160481929779, "iqa_csiq_min": 0.535160481929779, "iqa_csiq_max": 0.535160481929779, "iqa_tid2013_mean": 0.3577845361497667, "iqa_tid2013_min": 0.3577845361497667, "iqa_tid2013_max": 0.3577845361497667, "iqa_kadid10k_mean": 0.1397705078125, "iqa_kadid10k_min": 0.1397705078125, "iqa_kadid10k_max": 0.1397705078125, "iqa_flive_mean": 0.620727847320865, "iqa_flive_min": 0.620727847320865, "iqa_flive_max": 0.620727847320865, "iqa_spaq_mean": 0.7858729506983902, "iqa_spaq_min": 0.7858729506983902, "iqa_spaq_max": 0.7858729506983902, "iqa_clive_mean": 0.5457085888795179, "iqa_clive_min": 0.5457085888795179, "iqa_clive_max": 0.5457085888795179, "iqa_koniq10k_mean": 0.4951973732071694, "iqa_koniq10k_min": 0.4951973732071694, "iqa_koniq10k_max": 0.4951973732071694, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.3609731586775145 }, { "lang": "pl", "score": 0.08462141356483038 }, { "lang": "yo", "score": 0.05395527804215109 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.5594092607498169 }, { "lang": "kn", "score": 0.06465932726860046 }, { "lang": "ml", "score": 0.04676871746778488 } ], "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": 0.535160481929779, "iqa_v2_csiq_min": 0.535160481929779, "iqa_v2_csiq_max": 0.535160481929779, "iqa_v2_tid2013_mean": 0.3577845361497667, "iqa_v2_tid2013_min": 0.3577845361497667, "iqa_v2_tid2013_max": 0.3577845361497667, "iqa_v2_kadid10k_mean": 0.1397705078125, "iqa_v2_kadid10k_min": 0.1397705078125, "iqa_v2_kadid10k_max": 0.1397705078125, "iqa_v2_flive_mean": 0.620727847320865, "iqa_v2_flive_min": 0.620727847320865, "iqa_v2_flive_max": 0.620727847320865, "iqa_v2_spaq_mean": 0.7858729506983902, "iqa_v2_spaq_min": 0.7858729506983902, "iqa_v2_spaq_max": 0.7858729506983902, "iqa_v2_clive_mean": 0.5457085888795179, "iqa_v2_clive_min": 0.5457085888795179, "iqa_v2_clive_max": 0.5457085888795179, "iqa_v2_koniq10k_mean": 0.4951973732071694, "iqa_v2_koniq10k_min": 0.4951973732071694, "iqa_v2_koniq10k_max": 0.4951973732071694, "imdecont": { "jpg": 0.4910685420036316 }, "imdecont_image_match": { "jpg": 204334 }, "imdecont_max": 0.4910685420036316, "imdecont_mean": 0.4910685420036316, "imdecont_min": 0.4910685420036316, "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": 0.88671875, "clip_score_dfn_public_prev_turn_only_mean": 0.88671875, "clip_score_dfn_public_prev_turn_only_max": 0.88671875, "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": 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": 11.875, "clip_score_clip_vitl14_224_next_turn_only_mean": 11.875, "clip_score_clip_vitl14_224_next_turn_only_max": 11.875, "clip_score_dfn_public_next_turn_only_min": 0.456298828125, "clip_score_dfn_public_next_turn_only_mean": 0.456298828125, "clip_score_dfn_public_next_turn_only_max": 0.456298828125, "clip_score_siglip2_b16_224_next_turn_only_min": -12.3125, "clip_score_siglip2_b16_224_next_turn_only_mean": -12.3125, "clip_score_siglip2_b16_224_next_turn_only_max": -12.3125, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.9140625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.9140625, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.9140625, "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": -0.69482421875, "clip_score_dfn_public_prev_and_next_turn_mean": -0.69482421875, "clip_score_dfn_public_prev_and_next_turn_max": -0.69482421875, "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": 26.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.5625, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2088.02 }, "im_clarity_mean": 2088.02, "im_clarity_min": 2088.02, "im_clarity_max": 2088.02, "im_luma": { "jpg": 203.22 }, "im_luma_mean": 203.22, "im_luma_min": 203.22, "im_luma_max": 203.22, "im_saturation": { "jpg": 32.02 }, "im_saturation_mean": 32.02, "im_saturation_min": 32.02, "im_saturation_max": 32.02, "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": -3.921875, "unifilter_score_qwen3_0_6b": 1.5146484375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.3609731586775145, "language_detection_annotation_lingua_1_lan": "pl", "language_detection_annotation_lingua_1_score": 0.08462141356483038, "language_detection_annotation_lingua_2_lan": "yo", "language_detection_annotation_lingua_2_score": 0.05395527804215109, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.5594092607498169, "language_detection_annotation_nllb_1_lan": "kn", "language_detection_annotation_nllb_1_score": 0.06465932726860046, "language_detection_annotation_nllb_2_lan": "ml", "language_detection_annotation_nllb_2_score": 0.04676871746778488, "text_quality_weborganizer_topic_label": "Education & Jobs", "text_quality_weborganizer_topic_score": 0.9553273320198059, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.7104629278182983, "text_quality_nvidia_domain_label": "Jobs_and_Education", "text_quality_nvidia_domain_score": 0.9888096451759338, "text_quality_nvidia_edu_nemotron4_score": 1.15234375, "text_quality_nvidia_edu_mixtral_score": 0.71533203125, "text_quality_dclmbaseline_fasttext_score": 0.0025720596313476562, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0007340312004089355, "custom_fasttext_core_clean_fasttext_score": 9.5367431640625e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 7.28125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.65625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.625, "within_sample_repetition_detection": 10.0 }, "37": { "detoxify": 1, "length_chars": 64, "length_tokens": 1857, "length_tokens_text_only": 65, "length_tokens_trainable_only": 4, "length_images": 1, "iqa_live_mean": 0.29615136348839954, "iqa_live_min": 0.29615136348839954, "iqa_live_max": 0.29615136348839954, "iqa_csiq_mean": 0.45276302099227905, "iqa_csiq_min": 0.45276302099227905, "iqa_csiq_max": 0.45276302099227905, "iqa_tid2013_mean": 0.3374937375386556, "iqa_tid2013_min": 0.3374937375386556, "iqa_tid2013_max": 0.3374937375386556, "iqa_kadid10k_mean": 0.0572509765625, "iqa_kadid10k_min": 0.0572509765625, "iqa_kadid10k_max": 0.0572509765625, "iqa_flive_mean": 0.6238548201744003, "iqa_flive_min": 0.6238548201744003, "iqa_flive_max": 0.6238548201744003, "iqa_spaq_mean": 0.7565168900923296, "iqa_spaq_min": 0.7565168900923296, "iqa_spaq_max": 0.7565168900923296, "iqa_clive_mean": 0.6280160383744674, "iqa_clive_min": 0.6280160383744674, "iqa_clive_max": 0.6280160383744674, "iqa_koniq10k_mean": 0.48919989845969464, "iqa_koniq10k_min": 0.48919989845969464, "iqa_koniq10k_max": 0.48919989845969464, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.7505035611880283 }, { "lang": "tl", "score": 0.06451082532194737 }, { "lang": "ro", "score": 0.018638377833465426 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9424233436584473 }, { "lang": "ru", "score": 0.005659027025103569 }, { "lang": "nl", "score": 0.0049786376766860485 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.29615136348839954, "iqa_v2_live_min": 0.29615136348839954, "iqa_v2_live_max": 0.29615136348839954, "iqa_v2_csiq_mean": 0.45276302099227905, "iqa_v2_csiq_min": 0.45276302099227905, "iqa_v2_csiq_max": 0.45276302099227905, "iqa_v2_tid2013_mean": 0.3374937375386556, "iqa_v2_tid2013_min": 0.3374937375386556, "iqa_v2_tid2013_max": 0.3374937375386556, "iqa_v2_kadid10k_mean": 0.0572509765625, "iqa_v2_kadid10k_min": 0.0572509765625, "iqa_v2_kadid10k_max": 0.0572509765625, "iqa_v2_flive_mean": 0.6238548201744003, "iqa_v2_flive_min": 0.6238548201744003, "iqa_v2_flive_max": 0.6238548201744003, "iqa_v2_spaq_mean": 0.7565168900923296, "iqa_v2_spaq_min": 0.7565168900923296, "iqa_v2_spaq_max": 0.7565168900923296, "iqa_v2_clive_mean": 0.6280160383744674, "iqa_v2_clive_min": 0.6280160383744674, "iqa_v2_clive_max": 0.6280160383744674, "iqa_v2_koniq10k_mean": 0.48919989845969464, "iqa_v2_koniq10k_min": 0.48919989845969464, "iqa_v2_koniq10k_max": 0.48919989845969464, "imdecont": { "jpg": 0.375965416431427 }, "imdecont_image_match": { "jpg": 206860 }, "imdecont_max": 0.375965416431427, "imdecont_mean": 0.375965416431427, "imdecont_min": 0.375965416431427, "clip_score_clip_vitl14_224_prev_turn_only_min": 31.203125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 31.203125, "clip_score_clip_vitl14_224_prev_turn_only_max": 31.203125, "clip_score_dfn_public_prev_turn_only_min": 0.17578125, "clip_score_dfn_public_prev_turn_only_mean": 0.17578125, "clip_score_dfn_public_prev_turn_only_max": 0.17578125, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.1875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.1875, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.1875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 29.0, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 29.0, "clip_score_longclip_vitl14_224_prev_turn_only_max": 29.0, "clip_score_clip_vitl14_224_next_turn_only_min": 10.9921875, "clip_score_clip_vitl14_224_next_turn_only_mean": 10.9921875, "clip_score_clip_vitl14_224_next_turn_only_max": 10.9921875, "clip_score_dfn_public_next_turn_only_min": 0.61474609375, "clip_score_dfn_public_next_turn_only_mean": 0.61474609375, "clip_score_dfn_public_next_turn_only_max": 0.61474609375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.9296875, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.9296875, "clip_score_siglip2_b16_224_next_turn_only_max": -9.9296875, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.4375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.4375, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 32.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 32.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 32.3125, "clip_score_dfn_public_prev_and_next_turn_min": 0.0086212158203125, "clip_score_dfn_public_prev_and_next_turn_mean": 0.0086212158203125, "clip_score_dfn_public_prev_and_next_turn_max": 0.0086212158203125, "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": 29.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 29.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 29.265625, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2426.02 }, "im_clarity_mean": 2426.02, "im_clarity_min": 2426.02, "im_clarity_max": 2426.02, "im_luma": { "jpg": 220.74 }, "im_luma_mean": 220.74, "im_luma_min": 220.74, "im_luma_max": 220.74, "im_saturation": { "jpg": 14.14 }, "im_saturation_mean": 14.14, "im_saturation_min": 14.14, "im_saturation_max": 14.14, "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": 1.4150390625, "unifilter_score_qwen3_0_6b": -0.318115234375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.7505035611880283, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.06451082532194737, "language_detection_annotation_lingua_2_lan": "ro", "language_detection_annotation_lingua_2_score": 0.018638377833465426, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9424233436584473, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005659027025103569, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.0049786376766860485, "text_quality_weborganizer_topic_label": "Education & Jobs", "text_quality_weborganizer_topic_score": 0.7644153237342834, "text_quality_weborganizer_format_label": "Tutorial", "text_quality_weborganizer_format_score": 0.2793444097042084, "text_quality_nvidia_domain_label": "Jobs_and_Education", "text_quality_nvidia_domain_score": 0.9480289816856384, "text_quality_nvidia_edu_nemotron4_score": 1.5009765625, "text_quality_nvidia_edu_mixtral_score": 1.3037109375, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.06483244895935059, "custom_fasttext_core_clean_fasttext_score": 0.0477481484413147, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 7.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.8125, "within_sample_repetition_detection": 10.0 }, "44": { "detoxify": 1, "length_chars": 84, "length_tokens": 1863, "length_tokens_text_only": 71, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.3100402523772885, "iqa_live_min": 0.3100402523772885, "iqa_live_max": 0.3100402523772885, "iqa_csiq_mean": 0.38577693700790405, "iqa_csiq_min": 0.38577693700790405, "iqa_csiq_max": 0.38577693700790405, "iqa_tid2013_mean": 0.4807568126254611, "iqa_tid2013_min": 0.4807568126254611, "iqa_tid2013_max": 0.4807568126254611, "iqa_kadid10k_mean": 0.0528564453125, "iqa_kadid10k_min": 0.0528564453125, "iqa_kadid10k_max": 0.0528564453125, "iqa_flive_mean": 0.6912770897451074, "iqa_flive_min": 0.6912770897451074, "iqa_flive_max": 0.6912770897451074, "iqa_spaq_mean": 0.6911759810014205, "iqa_spaq_min": 0.6911759810014205, "iqa_spaq_max": 0.6911759810014205, "iqa_clive_mean": 0.3260116191825482, "iqa_clive_min": 0.3260116191825482, "iqa_clive_max": 0.3260116191825482, "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": 0.7727193757637568 }, { "lang": "tl", "score": 0.0904482039008868 }, { "lang": "yo", "score": 0.01833423013787596 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9206469058990479 }, { "lang": "ru", "score": 0.005069219972938299 }, { "lang": "th", "score": 0.004506097640842199 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3100402523772885, "iqa_v2_live_min": 0.3100402523772885, "iqa_v2_live_max": 0.3100402523772885, "iqa_v2_csiq_mean": 0.38577693700790405, "iqa_v2_csiq_min": 0.38577693700790405, "iqa_v2_csiq_max": 0.38577693700790405, "iqa_v2_tid2013_mean": 0.4807568126254611, "iqa_v2_tid2013_min": 0.4807568126254611, "iqa_v2_tid2013_max": 0.4807568126254611, "iqa_v2_kadid10k_mean": 0.0528564453125, "iqa_v2_kadid10k_min": 0.0528564453125, "iqa_v2_kadid10k_max": 0.0528564453125, "iqa_v2_flive_mean": 0.6912770897451074, "iqa_v2_flive_min": 0.6912770897451074, "iqa_v2_flive_max": 0.6912770897451074, "iqa_v2_spaq_mean": 0.6911759810014205, "iqa_v2_spaq_min": 0.6911759810014205, "iqa_v2_spaq_max": 0.6911759810014205, "iqa_v2_clive_mean": 0.3260116191825482, "iqa_v2_clive_min": 0.3260116191825482, "iqa_v2_clive_max": 0.3260116191825482, "iqa_v2_koniq10k_mean": 0.6721228397253789, "iqa_v2_koniq10k_min": 0.6721228397253789, "iqa_v2_koniq10k_max": 0.6721228397253789, "imdecont": { "jpg": 0.44844841957092285 }, "imdecont_image_match": { "jpg": 206860 }, "imdecont_max": 0.44844841957092285, "imdecont_mean": 0.44844841957092285, "imdecont_min": 0.44844841957092285, "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": 2.15625, "clip_score_dfn_public_prev_turn_only_mean": 2.15625, "clip_score_dfn_public_prev_turn_only_max": 2.15625, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.78125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.78125, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.78125, "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": 9.21875, "clip_score_clip_vitl14_224_next_turn_only_mean": 9.21875, "clip_score_clip_vitl14_224_next_turn_only_max": 9.21875, "clip_score_dfn_public_next_turn_only_min": 0.9755859375, "clip_score_dfn_public_next_turn_only_mean": 0.9755859375, "clip_score_dfn_public_next_turn_only_max": 0.9755859375, "clip_score_siglip2_b16_224_next_turn_only_min": -10.6640625, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.6640625, "clip_score_siglip2_b16_224_next_turn_only_max": -10.6640625, "clip_score_longclip_vitl14_224_next_turn_only_min": 12.7109375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 12.7109375, "clip_score_longclip_vitl14_224_next_turn_only_max": 12.7109375, "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": 1.771484375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.771484375, "clip_score_dfn_public_prev_and_next_turn_max": 1.771484375, "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": 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": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2170.68 }, "im_clarity_mean": 2170.68, "im_clarity_min": 2170.68, "im_clarity_max": 2170.68, "im_luma": { "jpg": 207.58 }, "im_luma_mean": 207.58, "im_luma_min": 207.58, "im_luma_max": 207.58, "im_saturation": { "jpg": 17.19 }, "im_saturation_mean": 17.19, "im_saturation_min": 17.19, "im_saturation_max": 17.19, "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": -0.35302734375, "unifilter_score_qwen3_0_6b": -1.771484375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.7727193757637568, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.0904482039008868, "language_detection_annotation_lingua_2_lan": "yo", "language_detection_annotation_lingua_2_score": 0.01833423013787596, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9206469058990479, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005069219972938299, "language_detection_annotation_nllb_2_lan": "th", "language_detection_annotation_nllb_2_score": 0.004506097640842199, "text_quality_weborganizer_topic_label": "Sports & Fitness", "text_quality_weborganizer_topic_score": 0.9069194793701172, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.8746495246887207, "text_quality_nvidia_domain_label": "Beauty_and_Fitness", "text_quality_nvidia_domain_score": 0.9999899864196777, "text_quality_nvidia_edu_nemotron4_score": 0.9384765625, "text_quality_nvidia_edu_mixtral_score": 0.56494140625, "text_quality_dclmbaseline_fasttext_score": 0.023006141185760498, "text_quality_dolma3_fasttext_score": 0.9999706745147705, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0021691322326660156, "custom_fasttext_core_clean_fasttext_score": 0.0013050436973571777, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 7.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.53125, "within_sample_repetition_detection": 9.0 }, "48": { "detoxify": 1, "length_chars": 88, "length_tokens": 1857, "length_tokens_text_only": 66, "length_tokens_trainable_only": 9, "length_images": 1, "iqa_live_mean": 0.3623603281348642, "iqa_live_min": 0.3623603281348642, "iqa_live_max": 0.3623603281348642, "iqa_csiq_mean": 0.535160481929779, "iqa_csiq_min": 0.535160481929779, "iqa_csiq_max": 0.535160481929779, "iqa_tid2013_mean": 0.3577845361497667, "iqa_tid2013_min": 0.3577845361497667, "iqa_tid2013_max": 0.3577845361497667, "iqa_kadid10k_mean": 0.1397705078125, "iqa_kadid10k_min": 0.1397705078125, "iqa_kadid10k_max": 0.1397705078125, "iqa_flive_mean": 0.620727847320865, "iqa_flive_min": 0.620727847320865, "iqa_flive_max": 0.620727847320865, "iqa_spaq_mean": 0.7858729506983902, "iqa_spaq_min": 0.7858729506983902, "iqa_spaq_max": 0.7858729506983902, "iqa_clive_mean": 0.5457085888795179, "iqa_clive_min": 0.5457085888795179, "iqa_clive_max": 0.5457085888795179, "iqa_koniq10k_mean": 0.4951973732071694, "iqa_koniq10k_min": 0.4951973732071694, "iqa_koniq10k_max": 0.4951973732071694, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.7893209943580335 }, { "lang": "tl", "score": 0.026770893270465383 }, { "lang": "eo", "score": 0.022530065239971964 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9420859217643738 }, { "lang": "ru", "score": 0.0049379789270460606 }, { "lang": "ja", "score": 0.004218651447445154 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.3623603281348642, "iqa_v2_live_min": 0.3623603281348642, "iqa_v2_live_max": 0.3623603281348642, "iqa_v2_csiq_mean": 0.535160481929779, "iqa_v2_csiq_min": 0.535160481929779, "iqa_v2_csiq_max": 0.535160481929779, "iqa_v2_tid2013_mean": 0.3577845361497667, "iqa_v2_tid2013_min": 0.3577845361497667, "iqa_v2_tid2013_max": 0.3577845361497667, "iqa_v2_kadid10k_mean": 0.1397705078125, "iqa_v2_kadid10k_min": 0.1397705078125, "iqa_v2_kadid10k_max": 0.1397705078125, "iqa_v2_flive_mean": 0.620727847320865, "iqa_v2_flive_min": 0.620727847320865, "iqa_v2_flive_max": 0.620727847320865, "iqa_v2_spaq_mean": 0.7858729506983902, "iqa_v2_spaq_min": 0.7858729506983902, "iqa_v2_spaq_max": 0.7858729506983902, "iqa_v2_clive_mean": 0.5457085888795179, "iqa_v2_clive_min": 0.5457085888795179, "iqa_v2_clive_max": 0.5457085888795179, "iqa_v2_koniq10k_mean": 0.4951973732071694, "iqa_v2_koniq10k_min": 0.4951973732071694, "iqa_v2_koniq10k_max": 0.4951973732071694, "imdecont": { "jpg": 0.4910685420036316 }, "imdecont_image_match": { "jpg": 204334 }, "imdecont_max": 0.4910685420036316, "imdecont_mean": 0.4910685420036316, "imdecont_min": 0.4910685420036316, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.734375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.734375, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.734375, "clip_score_dfn_public_prev_turn_only_min": 1.5751953125, "clip_score_dfn_public_prev_turn_only_mean": 1.5751953125, "clip_score_dfn_public_prev_turn_only_max": 1.5751953125, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.9765625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.9765625, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.9765625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.359375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.359375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.359375, "clip_score_clip_vitl14_224_next_turn_only_min": 32.0625, "clip_score_clip_vitl14_224_next_turn_only_mean": 32.0625, "clip_score_clip_vitl14_224_next_turn_only_max": 32.0625, "clip_score_dfn_public_next_turn_only_min": 1.7578125, "clip_score_dfn_public_next_turn_only_mean": 1.7578125, "clip_score_dfn_public_next_turn_only_max": 1.7578125, "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": 32.03125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 32.03125, "clip_score_longclip_vitl14_224_next_turn_only_max": 32.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 33.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 33.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 33.1875, "clip_score_dfn_public_prev_and_next_turn_min": 1.203125, "clip_score_dfn_public_prev_and_next_turn_mean": 1.203125, "clip_score_dfn_public_prev_and_next_turn_max": 1.203125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 32.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 32.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 32.65625, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2088.02 }, "im_clarity_mean": 2088.02, "im_clarity_min": 2088.02, "im_clarity_max": 2088.02, "im_luma": { "jpg": 203.22 }, "im_luma_mean": 203.22, "im_luma_min": 203.22, "im_luma_max": 203.22, "im_saturation": { "jpg": 32.02 }, "im_saturation_mean": 32.02, "im_saturation_min": 32.02, "im_saturation_max": 32.02, "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": 0.235107421875, "unifilter_score_qwen3_0_6b": 0.662109375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.7893209943580335, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.026770893270465383, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 0.022530065239971964, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9420859217643738, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0049379789270460606, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.004218651447445154, "text_quality_weborganizer_topic_label": "Education & Jobs", "text_quality_weborganizer_topic_score": 0.9641320109367371, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.4675891399383545, "text_quality_nvidia_domain_label": "Jobs_and_Education", "text_quality_nvidia_domain_score": 0.9908251166343689, "text_quality_nvidia_edu_nemotron4_score": 1.390625, "text_quality_nvidia_edu_mixtral_score": 0.55615234375, "text_quality_dclmbaseline_fasttext_score": 0.998714804649353, "text_quality_dolma3_fasttext_score": 0.9996984004974365, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.007597565650939941, "custom_fasttext_core_clean_fasttext_score": 0.001626431941986084, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 6.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 10.0 }, "47": { "detoxify": 1, "length_chars": 120, "length_tokens": 1872, "length_tokens_text_only": 81, "length_tokens_trainable_only": 5, "length_images": 1, "iqa_live_mean": 0.5095944260105942, "iqa_live_min": 0.5095944260105942, "iqa_live_max": 0.5095944260105942, "iqa_csiq_mean": 0.634708821773529, "iqa_csiq_min": 0.634708821773529, "iqa_csiq_max": 0.634708821773529, "iqa_tid2013_mean": 0.4401141802469889, "iqa_tid2013_min": 0.4401141802469889, "iqa_tid2013_max": 0.4401141802469889, "iqa_kadid10k_mean": 0.1844482421875, "iqa_kadid10k_min": 0.1844482421875, "iqa_kadid10k_max": 0.1844482421875, "iqa_flive_mean": 0.7046924937855115, "iqa_flive_min": 0.7046924937855115, "iqa_flive_max": 0.7046924937855115, "iqa_spaq_mean": 0.7363148698903094, "iqa_spaq_min": 0.7363148698903094, "iqa_spaq_max": 0.7363148698903094, "iqa_clive_mean": 0.6526372119633839, "iqa_clive_min": 0.6526372119633839, "iqa_clive_max": 0.6526372119633839, "iqa_koniq10k_mean": 0.6661253649779041, "iqa_koniq10k_min": 0.6661253649779041, "iqa_koniq10k_max": 0.6661253649779041, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9605547542979129 }, { "lang": "tl", "score": 0.010296172596183583 }, { "lang": "la", "score": 0.009002828216145526 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9613355398178101 }, { "lang": "ta", "score": 0.0026407199911773205 }, { "lang": "hi", "score": 0.0024574226699769497 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5095944260105942, "iqa_v2_live_min": 0.5095944260105942, "iqa_v2_live_max": 0.5095944260105942, "iqa_v2_csiq_mean": 0.634708821773529, "iqa_v2_csiq_min": 0.634708821773529, "iqa_v2_csiq_max": 0.634708821773529, "iqa_v2_tid2013_mean": 0.4401141802469889, "iqa_v2_tid2013_min": 0.4401141802469889, "iqa_v2_tid2013_max": 0.4401141802469889, "iqa_v2_kadid10k_mean": 0.1844482421875, "iqa_v2_kadid10k_min": 0.1844482421875, "iqa_v2_kadid10k_max": 0.1844482421875, "iqa_v2_flive_mean": 0.7046924937855115, "iqa_v2_flive_min": 0.7046924937855115, "iqa_v2_flive_max": 0.7046924937855115, "iqa_v2_spaq_mean": 0.7363148698903094, "iqa_v2_spaq_min": 0.7363148698903094, "iqa_v2_spaq_max": 0.7363148698903094, "iqa_v2_clive_mean": 0.6526372119633839, "iqa_v2_clive_min": 0.6526372119633839, "iqa_v2_clive_max": 0.6526372119633839, "iqa_v2_koniq10k_mean": 0.6661253649779041, "iqa_v2_koniq10k_min": 0.6661253649779041, "iqa_v2_koniq10k_max": 0.6661253649779041, "imdecont": { "jpg": 0.4475589990615845 }, "imdecont_image_match": { "jpg": 206297 }, "imdecont_max": 0.4475589990615845, "imdecont_mean": 0.4475589990615845, "imdecont_min": 0.4475589990615845, "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": 0.86376953125, "clip_score_dfn_public_prev_turn_only_mean": 0.86376953125, "clip_score_dfn_public_prev_turn_only_max": 0.86376953125, "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": 28.953125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.953125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.953125, "clip_score_clip_vitl14_224_next_turn_only_min": 17.125, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.125, "clip_score_clip_vitl14_224_next_turn_only_max": 17.125, "clip_score_dfn_public_next_turn_only_min": 0.83447265625, "clip_score_dfn_public_next_turn_only_mean": 0.83447265625, "clip_score_dfn_public_next_turn_only_max": 0.83447265625, "clip_score_siglip2_b16_224_next_turn_only_min": -13.90625, "clip_score_siglip2_b16_224_next_turn_only_mean": -13.90625, "clip_score_siglip2_b16_224_next_turn_only_max": -13.90625, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.5625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.5625, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.5625, "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": 1.4755859375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.4755859375, "clip_score_dfn_public_prev_and_next_turn_max": 1.4755859375, "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": 28.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.859375, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2815.35 }, "im_clarity_mean": 2815.35, "im_clarity_min": 2815.35, "im_clarity_max": 2815.35, "im_luma": { "jpg": 224.51 }, "im_luma_mean": 224.51, "im_luma_min": 224.51, "im_luma_max": 224.51, "im_saturation": { "jpg": 27.53 }, "im_saturation_mean": 27.53, "im_saturation_min": 27.53, "im_saturation_max": 27.53, "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": -0.677734375, "unifilter_score_qwen3_0_6b": 0.5361328125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9605547542979129, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.010296172596183583, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.009002828216145526, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9613355398178101, "language_detection_annotation_nllb_1_lan": "ta", "language_detection_annotation_nllb_1_score": 0.0026407199911773205, "language_detection_annotation_nllb_2_lan": "hi", "language_detection_annotation_nllb_2_score": 0.0024574226699769497, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.9813013076782227, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.3279593288898468, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.5325660705566406, "text_quality_nvidia_edu_nemotron4_score": 1.328125, "text_quality_nvidia_edu_mixtral_score": 1.033203125, "text_quality_dclmbaseline_fasttext_score": 0.7660585641860962, "text_quality_dolma3_fasttext_score": 0.9991856217384338, "custom_fasttext_val_fasttext_score": 8.785724639892578e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.13068491220474243, "custom_fasttext_core_clean_fasttext_score": 0.008209049701690674, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 5.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 5.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.21875, "within_sample_repetition_detection": 10.0 }, "36": { "detoxify": 1, "length_chars": 87, "length_tokens": 1858, "length_tokens_text_only": 67, "length_tokens_trainable_only": 10, "length_images": 1, "iqa_live_mean": 0.4044216040408972, "iqa_live_min": 0.4044216040408972, "iqa_live_max": 0.4044216040408972, "iqa_csiq_mean": 0.528751790523529, "iqa_csiq_min": 0.528751790523529, "iqa_csiq_max": 0.528751790523529, "iqa_tid2013_mean": 0.4330341021219889, "iqa_tid2013_min": 0.4330341021219889, "iqa_tid2013_max": 0.4330341021219889, "iqa_kadid10k_mean": 0.0147705078125, "iqa_kadid10k_min": 0.0147705078125, "iqa_kadid10k_max": 0.0147705078125, "iqa_flive_mean": 0.6713315405026832, "iqa_flive_min": 0.6713315405026832, "iqa_flive_max": 0.6713315405026832, "iqa_spaq_mean": 0.714850223425663, "iqa_spaq_min": 0.714850223425663, "iqa_spaq_max": 0.714850223425663, "iqa_clive_mean": 0.621702907061336, "iqa_clive_min": 0.621702907061336, "iqa_clive_max": 0.621702907061336, "iqa_koniq10k_mean": 0.5616430802778765, "iqa_koniq10k_min": 0.5616430802778765, "iqa_koniq10k_max": 0.5616430802778765, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8750452257032062 }, { "lang": "tl", "score": 0.03420943107483602 }, { "lang": "de", "score": 0.01627617396090867 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9322693943977356 }, { "lang": "th", "score": 0.004092296119779348 }, { "lang": "ru", "score": 0.0038512677419930696 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.4044216040408972, "iqa_v2_live_min": 0.4044216040408972, "iqa_v2_live_max": 0.4044216040408972, "iqa_v2_csiq_mean": 0.528751790523529, "iqa_v2_csiq_min": 0.528751790523529, "iqa_v2_csiq_max": 0.528751790523529, "iqa_v2_tid2013_mean": 0.4330341021219889, "iqa_v2_tid2013_min": 0.4330341021219889, "iqa_v2_tid2013_max": 0.4330341021219889, "iqa_v2_kadid10k_mean": 0.0147705078125, "iqa_v2_kadid10k_min": 0.0147705078125, "iqa_v2_kadid10k_max": 0.0147705078125, "iqa_v2_flive_mean": 0.6713315405026832, "iqa_v2_flive_min": 0.6713315405026832, "iqa_v2_flive_max": 0.6713315405026832, "iqa_v2_spaq_mean": 0.714850223425663, "iqa_v2_spaq_min": 0.714850223425663, "iqa_v2_spaq_max": 0.714850223425663, "iqa_v2_clive_mean": 0.621702907061336, "iqa_v2_clive_min": 0.621702907061336, "iqa_v2_clive_max": 0.621702907061336, "iqa_v2_koniq10k_mean": 0.5616430802778765, "iqa_v2_koniq10k_min": 0.5616430802778765, "iqa_v2_koniq10k_max": 0.5616430802778765, "imdecont": { "jpg": 0.45210349559783936 }, "imdecont_image_match": { "jpg": 206860 }, "imdecont_max": 0.45210349559783936, "imdecont_mean": 0.45210349559783936, "imdecont_min": 0.45210349559783936, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.125, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.125, "clip_score_dfn_public_prev_turn_only_min": 1.328125, "clip_score_dfn_public_prev_turn_only_mean": 1.328125, "clip_score_dfn_public_prev_turn_only_max": 1.328125, "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": 21.5, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.5, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.5, "clip_score_clip_vitl14_224_next_turn_only_min": 32.125, "clip_score_clip_vitl14_224_next_turn_only_mean": 32.125, "clip_score_clip_vitl14_224_next_turn_only_max": 32.125, "clip_score_dfn_public_next_turn_only_min": 1.505859375, "clip_score_dfn_public_next_turn_only_mean": 1.505859375, "clip_score_dfn_public_next_turn_only_max": 1.505859375, "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": 33.84375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 33.84375, "clip_score_longclip_vitl14_224_next_turn_only_max": 33.84375, "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": 2.66015625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.66015625, "clip_score_dfn_public_prev_and_next_turn_max": 2.66015625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.8203125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.8203125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.8203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 33.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 33.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 33.59375, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3346.55 }, "im_clarity_mean": 3346.55, "im_clarity_min": 3346.55, "im_clarity_max": 3346.55, "im_luma": { "jpg": 234.49 }, "im_luma_mean": 234.49, "im_luma_min": 234.49, "im_luma_max": 234.49, "im_saturation": { "jpg": 12.23 }, "im_saturation_mean": 12.23, "im_saturation_min": 12.23, "im_saturation_max": 12.23, "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": -0.7587890625, "unifilter_score_qwen3_0_6b": 0.26904296875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8750452257032062, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.03420943107483602, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 0.01627617396090867, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9322693943977356, "language_detection_annotation_nllb_1_lan": "th", "language_detection_annotation_nllb_1_score": 0.004092296119779348, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.0038512677419930696, "text_quality_weborganizer_topic_label": "Health", "text_quality_weborganizer_topic_score": 0.9761586785316467, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.34890109300613403, "text_quality_nvidia_domain_label": "Health", "text_quality_nvidia_domain_score": 0.8985653519630432, "text_quality_nvidia_edu_nemotron4_score": 1.2021484375, "text_quality_nvidia_edu_mixtral_score": 0.65234375, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 0.999983549118042, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.001648545265197754, "custom_fasttext_core_clean_fasttext_score": 0.003198564052581787, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 6.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.28125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 10.0 }, "49": { "detoxify": 1, "length_chars": 91, "length_tokens": 1868, "length_tokens_text_only": 76, "length_tokens_trainable_only": 4, "length_images": 1, "iqa_live_mean": 0.563907083838877, "iqa_live_min": 0.563907083838877, "iqa_live_max": 0.563907083838877, "iqa_csiq_mean": 0.679996907711029, "iqa_csiq_min": 0.679996907711029, "iqa_csiq_max": 0.679996907711029, "iqa_tid2013_mean": 0.42240042156643337, "iqa_tid2013_min": 0.42240042156643337, "iqa_tid2013_max": 0.42240042156643337, "iqa_kadid10k_mean": 0.2559814453125, "iqa_kadid10k_min": 0.2559814453125, "iqa_kadid10k_max": 0.2559814453125, "iqa_flive_mean": 0.7002733018663195, "iqa_flive_min": 0.7002733018663195, "iqa_flive_max": 0.7002733018663195, "iqa_spaq_mean": 0.7516242133246528, "iqa_spaq_min": 0.7516242133246528, "iqa_spaq_max": 0.7516242133246528, "iqa_clive_mean": 0.6958821614583334, "iqa_clive_min": 0.6958821614583334, "iqa_clive_max": 0.6958821614583334, "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": 0.7606771234465854 }, { "lang": "la", "score": 0.052275044982624176 }, { "lang": "eo", "score": 0.02450017630476866 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9299601912498474 }, { "lang": "de", "score": 0.0058355992659926414 }, { "lang": "ru", "score": 0.005427706986665726 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.563907083838877, "iqa_v2_live_min": 0.563907083838877, "iqa_v2_live_max": 0.563907083838877, "iqa_v2_csiq_mean": 0.679996907711029, "iqa_v2_csiq_min": 0.679996907711029, "iqa_v2_csiq_max": 0.679996907711029, "iqa_v2_tid2013_mean": 0.42240042156643337, "iqa_v2_tid2013_min": 0.42240042156643337, "iqa_v2_tid2013_max": 0.42240042156643337, "iqa_v2_kadid10k_mean": 0.2559814453125, "iqa_v2_kadid10k_min": 0.2559814453125, "iqa_v2_kadid10k_max": 0.2559814453125, "iqa_v2_flive_mean": 0.7002733018663195, "iqa_v2_flive_min": 0.7002733018663195, "iqa_v2_flive_max": 0.7002733018663195, "iqa_v2_spaq_mean": 0.7516242133246528, "iqa_v2_spaq_min": 0.7516242133246528, "iqa_v2_spaq_max": 0.7516242133246528, "iqa_v2_clive_mean": 0.6958821614583334, "iqa_v2_clive_min": 0.6958821614583334, "iqa_v2_clive_max": 0.6958821614583334, "iqa_v2_koniq10k_mean": 0.6432402639678031, "iqa_v2_koniq10k_min": 0.6432402639678031, "iqa_v2_koniq10k_max": 0.6432402639678031, "imdecont": { "jpg": 0.4598391652107239 }, "imdecont_image_match": { "jpg": 206899 }, "imdecont_max": 0.4598391652107239, "imdecont_mean": 0.4598391652107239, "imdecont_min": 0.4598391652107239, "clip_score_clip_vitl14_224_prev_turn_only_min": 33.65625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 33.65625, "clip_score_clip_vitl14_224_prev_turn_only_max": 33.65625, "clip_score_dfn_public_prev_turn_only_min": 3.072265625, "clip_score_dfn_public_prev_turn_only_mean": 3.072265625, "clip_score_dfn_public_prev_turn_only_max": 3.072265625, "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": 30.25, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 30.25, "clip_score_longclip_vitl14_224_prev_turn_only_max": 30.25, "clip_score_clip_vitl14_224_next_turn_only_min": 13.6015625, "clip_score_clip_vitl14_224_next_turn_only_mean": 13.6015625, "clip_score_clip_vitl14_224_next_turn_only_max": 13.6015625, "clip_score_dfn_public_next_turn_only_min": 0.290771484375, "clip_score_dfn_public_next_turn_only_mean": 0.290771484375, "clip_score_dfn_public_next_turn_only_max": 0.290771484375, "clip_score_siglip2_b16_224_next_turn_only_min": -7.59375, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.59375, "clip_score_siglip2_b16_224_next_turn_only_max": -7.59375, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.8203125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.8203125, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.8203125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 34.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 34.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 34.21875, "clip_score_dfn_public_prev_and_next_turn_min": 2.861328125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.861328125, "clip_score_dfn_public_prev_and_next_turn_max": 2.861328125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.8125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.8125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.8125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 30.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 30.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 30.9375, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3030.99 }, "im_clarity_mean": 3030.99, "im_clarity_min": 3030.99, "im_clarity_max": 3030.99, "im_luma": { "jpg": 226.12 }, "im_luma_mean": 226.12, "im_luma_min": 226.12, "im_luma_max": 226.12, "im_saturation": { "jpg": 25.95 }, "im_saturation_mean": 25.95, "im_saturation_min": 25.95, "im_saturation_max": 25.95, "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": 0.472412109375, "unifilter_score_qwen3_0_6b": 3.0546875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.7606771234465854, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 0.052275044982624176, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 0.02450017630476866, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9299601912498474, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.0058355992659926414, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.005427706986665726, "text_quality_weborganizer_topic_label": "Art & Design", "text_quality_weborganizer_topic_score": 0.8095559477806091, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.7739216685295105, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.9999394416809082, "text_quality_nvidia_edu_nemotron4_score": 0.86328125, "text_quality_nvidia_edu_mixtral_score": 0.69970703125, "text_quality_dclmbaseline_fasttext_score": 0.1539771556854248, "text_quality_dolma3_fasttext_score": 0.04914224147796631, "custom_fasttext_val_fasttext_score": 1.239776611328125e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.013251900672912598, "custom_fasttext_core_clean_fasttext_score": 0.00025218725204467773, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 5.71875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 5.53125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 10.0 }, "50": { "detoxify": 1, "length_chars": 90, "length_tokens": 1861, "length_tokens_text_only": 70, "length_tokens_trainable_only": 3, "length_images": 1, "iqa_live_mean": 0.28778646449850054, "iqa_live_min": 0.28778646449850054, "iqa_live_max": 0.28778646449850054, "iqa_csiq_mean": 0.46014827489852905, "iqa_csiq_min": 0.46014827489852905, "iqa_csiq_max": 0.46014827489852905, "iqa_tid2013_mean": 0.3212176958719889, "iqa_tid2013_min": 0.3212176958719889, "iqa_tid2013_max": 0.3212176958719889, "iqa_kadid10k_mean": 0.0245361328125, "iqa_kadid10k_min": 0.0245361328125, "iqa_kadid10k_max": 0.0245361328125, "iqa_flive_mean": 0.5742079609572286, "iqa_flive_min": 0.5742079609572286, "iqa_flive_max": 0.5742079609572286, "iqa_spaq_mean": 0.7028552739307135, "iqa_spaq_min": 0.7028552739307135, "iqa_spaq_max": 0.7028552739307135, "iqa_clive_mean": 0.6046574525158815, "iqa_clive_min": 0.6046574525158815, "iqa_clive_max": 0.6046574525158815, "iqa_koniq10k_mean": 0.4431140398738361, "iqa_koniq10k_min": 0.4431140398738361, "iqa_koniq10k_max": 0.4431140398738361, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.7831738158345364 }, { "lang": "fr", "score": 0.042214477575068264 }, { "lang": "tl", "score": 0.02718483929810805 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9863874912261963 }, { "lang": "fr", "score": 0.0015368356835097075 }, { "lang": "de", "score": 0.001145298476330936 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.28778646449850054, "iqa_v2_live_min": 0.28778646449850054, "iqa_v2_live_max": 0.28778646449850054, "iqa_v2_csiq_mean": 0.46014827489852905, "iqa_v2_csiq_min": 0.46014827489852905, "iqa_v2_csiq_max": 0.46014827489852905, "iqa_v2_tid2013_mean": 0.3212176958719889, "iqa_v2_tid2013_min": 0.3212176958719889, "iqa_v2_tid2013_max": 0.3212176958719889, "iqa_v2_kadid10k_mean": 0.0245361328125, "iqa_v2_kadid10k_min": 0.0245361328125, "iqa_v2_kadid10k_max": 0.0245361328125, "iqa_v2_flive_mean": 0.5742079609572286, "iqa_v2_flive_min": 0.5742079609572286, "iqa_v2_flive_max": 0.5742079609572286, "iqa_v2_spaq_mean": 0.7028552739307135, "iqa_v2_spaq_min": 0.7028552739307135, "iqa_v2_spaq_max": 0.7028552739307135, "iqa_v2_clive_mean": 0.6046574525158815, "iqa_v2_clive_min": 0.6046574525158815, "iqa_v2_clive_max": 0.6046574525158815, "iqa_v2_koniq10k_mean": 0.4431140398738361, "iqa_v2_koniq10k_min": 0.4431140398738361, "iqa_v2_koniq10k_max": 0.4431140398738361, "imdecont": { "jpg": 0.5557546615600586 }, "imdecont_image_match": { "jpg": 73286 }, "imdecont_max": 0.5557546615600586, "imdecont_mean": 0.5557546615600586, "imdecont_min": 0.5557546615600586, "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": -0.183837890625, "clip_score_dfn_public_prev_turn_only_mean": -0.183837890625, "clip_score_dfn_public_prev_turn_only_max": -0.183837890625, "clip_score_siglip2_b16_224_prev_turn_only_min": -4.5546875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -4.5546875, "clip_score_siglip2_b16_224_prev_turn_only_max": -4.5546875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.09375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.09375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.09375, "clip_score_clip_vitl14_224_next_turn_only_min": 10.0859375, "clip_score_clip_vitl14_224_next_turn_only_mean": 10.0859375, "clip_score_clip_vitl14_224_next_turn_only_max": 10.0859375, "clip_score_dfn_public_next_turn_only_min": -0.341064453125, "clip_score_dfn_public_next_turn_only_mean": -0.341064453125, "clip_score_dfn_public_next_turn_only_max": -0.341064453125, "clip_score_siglip2_b16_224_next_turn_only_min": -14.9140625, "clip_score_siglip2_b16_224_next_turn_only_mean": -14.9140625, "clip_score_siglip2_b16_224_next_turn_only_max": -14.9140625, "clip_score_longclip_vitl14_224_next_turn_only_min": 11.5078125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 11.5078125, "clip_score_longclip_vitl14_224_next_turn_only_max": 11.5078125, "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": -0.84228515625, "clip_score_dfn_public_prev_and_next_turn_mean": -0.84228515625, "clip_score_dfn_public_prev_and_next_turn_max": -0.84228515625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.890625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.890625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.890625, "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": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1512.4 }, "im_clarity_mean": 1512.4, "im_clarity_min": 1512.4, "im_clarity_max": 1512.4, "im_luma": { "jpg": 153.33 }, "im_luma_mean": 153.33, "im_luma_min": 153.33, "im_luma_max": 153.33, "im_saturation": { "jpg": 13.26 }, "im_saturation_mean": 13.26, "im_saturation_min": 13.26, "im_saturation_max": 13.26, "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": -2.267578125, "unifilter_score_qwen3_0_6b": -1.884765625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.7831738158345364, "language_detection_annotation_lingua_1_lan": "fr", "language_detection_annotation_lingua_1_score": 0.042214477575068264, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.02718483929810805, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9863874912261963, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.0015368356835097075, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.001145298476330936, "text_quality_weborganizer_topic_label": "Education & Jobs", "text_quality_weborganizer_topic_score": 0.9797729253768921, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.580912172794342, "text_quality_nvidia_domain_label": "Law_and_Government", "text_quality_nvidia_domain_score": 0.613095760345459, "text_quality_nvidia_edu_nemotron4_score": 0.399169921875, "text_quality_nvidia_edu_mixtral_score": 0.3466796875, "text_quality_dclmbaseline_fasttext_score": 0.9484900832176208, "text_quality_dolma3_fasttext_score": 0.9996111989021301, "custom_fasttext_val_fasttext_score": 3.3736228942871094e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.35244470834732056, "custom_fasttext_core_clean_fasttext_score": 0.19285470247268677, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 6.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.125, "within_sample_repetition_detection": 10.0 }, "39": { "detoxify": 1, "length_chars": 838, "length_tokens": 2018, "length_tokens_text_only": 226, "length_tokens_trainable_only": 169, "length_images": 1, "iqa_live_mean": 0.32866398975102584, "iqa_live_min": 0.32866398975102584, "iqa_live_max": 0.32866398975102584, "iqa_csiq_mean": 0.4222187399864197, "iqa_csiq_min": 0.4222187399864197, "iqa_csiq_max": 0.4222187399864197, "iqa_tid2013_mean": 0.4714319970872667, "iqa_tid2013_min": 0.4714319970872667, "iqa_tid2013_max": 0.4714319970872667, "iqa_kadid10k_mean": 0.1383056640625, "iqa_kadid10k_min": 0.1383056640625, "iqa_kadid10k_max": 0.1383056640625, "iqa_flive_mean": 0.6812155367148044, "iqa_flive_min": 0.6812155367148044, "iqa_flive_max": 0.6812155367148044, "iqa_spaq_mean": 0.669080021405461, "iqa_spaq_min": 0.669080021405461, "iqa_spaq_max": 0.669080021405461, "iqa_clive_mean": 0.29910189696032596, "iqa_clive_min": 0.29910189696032596, "iqa_clive_max": 0.29910189696032596, "iqa_koniq10k_mean": 0.6658097084122475, "iqa_koniq10k_min": 0.6658097084122475, "iqa_koniq10k_max": 0.6658097084122475, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 2.775453991382557e-25 }, { "lang": "tl", "score": 3.017087273059362e-35 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9079002737998962 }, { "lang": "de", "score": 0.013619142584502697 }, { "lang": "id", "score": 0.004171049688011408 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.32866398975102584, "iqa_v2_live_min": 0.32866398975102584, "iqa_v2_live_max": 0.32866398975102584, "iqa_v2_csiq_mean": 0.4222187399864197, "iqa_v2_csiq_min": 0.4222187399864197, "iqa_v2_csiq_max": 0.4222187399864197, "iqa_v2_tid2013_mean": 0.4714319970872667, "iqa_v2_tid2013_min": 0.4714319970872667, "iqa_v2_tid2013_max": 0.4714319970872667, "iqa_v2_kadid10k_mean": 0.1383056640625, "iqa_v2_kadid10k_min": 0.1383056640625, "iqa_v2_kadid10k_max": 0.1383056640625, "iqa_v2_flive_mean": 0.6812155367148044, "iqa_v2_flive_min": 0.6812155367148044, "iqa_v2_flive_max": 0.6812155367148044, "iqa_v2_spaq_mean": 0.669080021405461, "iqa_v2_spaq_min": 0.669080021405461, "iqa_v2_spaq_max": 0.669080021405461, "iqa_v2_clive_mean": 0.29910189696032596, "iqa_v2_clive_min": 0.29910189696032596, "iqa_v2_clive_max": 0.29910189696032596, "iqa_v2_koniq10k_mean": 0.6658097084122475, "iqa_v2_koniq10k_min": 0.6658097084122475, "iqa_v2_koniq10k_max": 0.6658097084122475, "imdecont": { "jpg": 0.5162047147750854 }, "imdecont_image_match": { "jpg": 206297 }, "imdecont_max": 0.5162047147750854, "imdecont_mean": 0.5162047147750854, "imdecont_min": 0.5162047147750854, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.421875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.421875, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.421875, "clip_score_dfn_public_prev_turn_only_min": 1.2880859375, "clip_score_dfn_public_prev_turn_only_mean": 1.2880859375, "clip_score_dfn_public_prev_turn_only_max": 1.2880859375, "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": 21.578125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.578125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.578125, "clip_score_clip_vitl14_224_next_turn_only_min": 29.296875, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.296875, "clip_score_clip_vitl14_224_next_turn_only_max": 29.296875, "clip_score_dfn_public_next_turn_only_min": 1.3232421875, "clip_score_dfn_public_next_turn_only_mean": 1.3232421875, "clip_score_dfn_public_next_turn_only_max": 1.3232421875, "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": 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": 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": 0.67431640625, "clip_score_dfn_public_prev_and_next_turn_mean": 0.67431640625, "clip_score_dfn_public_prev_and_next_turn_max": 0.67431640625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.140625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.140625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.140625, "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": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1574.35 }, "im_clarity_mean": 1574.35, "im_clarity_min": 1574.35, "im_clarity_max": 1574.35, "im_luma": { "jpg": 196.24 }, "im_luma_mean": 196.24, "im_luma_min": 196.24, "im_luma_max": 196.24, "im_saturation": { "jpg": 18.85 }, "im_saturation_mean": 18.85, "im_saturation_min": 18.85, "im_saturation_max": 18.85, "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": 1.1708984375, "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": 2.775453991382557e-25, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 3.017087273059362e-35, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9079002737998962, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.013619142584502697, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.004171049688011408, "text_quality_weborganizer_topic_label": "Education & Jobs", "text_quality_weborganizer_topic_score": 0.9464181065559387, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.3771924078464508, "text_quality_nvidia_domain_label": "Jobs_and_Education", "text_quality_nvidia_domain_score": 0.9999114274978638, "text_quality_nvidia_edu_nemotron4_score": 2.06640625, "text_quality_nvidia_edu_mixtral_score": 1.6953125, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0, "custom_fasttext_core_clean_fasttext_score": 0.0, "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": 2.234375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.03125, "within_sample_repetition_detection": 8.0 }, "52": { "detoxify": 1, "length_chars": 484, "length_tokens": 1943, "length_tokens_text_only": 151, "length_tokens_trainable_only": 87, "length_images": 1, "iqa_live_mean": 0.29504656550860153, "iqa_live_min": 0.29504656550860153, "iqa_live_max": 0.29504656550860153, "iqa_csiq_mean": 0.39612239599227905, "iqa_csiq_min": 0.39612239599227905, "iqa_csiq_max": 0.39612239599227905, "iqa_tid2013_mean": 0.4815909597608778, "iqa_tid2013_min": 0.4815909597608778, "iqa_tid2013_max": 0.4815909597608778, "iqa_kadid10k_mean": 0.0728759765625, "iqa_kadid10k_min": 0.0728759765625, "iqa_kadid10k_max": 0.0728759765625, "iqa_flive_mean": 0.6907641478259154, "iqa_flive_min": 0.6907641478259154, "iqa_flive_max": 0.6907641478259154, "iqa_spaq_mean": 0.6903868395872791, "iqa_spaq_min": 0.6903868395872791, "iqa_spaq_max": 0.6903868395872791, "iqa_clive_mean": 0.3038367454451744, "iqa_clive_min": 0.3038367454451744, "iqa_clive_max": 0.3038367454451744, "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": 1.0 }, { "lang": "tl", "score": 1.0453981128255606e-19 }, { "lang": "yo", "score": 4.99397097909744e-22 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9103618860244751 }, { "lang": "de", "score": 0.0064887311309576035 }, { "lang": "id", "score": 0.005445096176117659 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.29504656550860153, "iqa_v2_live_min": 0.29504656550860153, "iqa_v2_live_max": 0.29504656550860153, "iqa_v2_csiq_mean": 0.39612239599227905, "iqa_v2_csiq_min": 0.39612239599227905, "iqa_v2_csiq_max": 0.39612239599227905, "iqa_v2_tid2013_mean": 0.4815909597608778, "iqa_v2_tid2013_min": 0.4815909597608778, "iqa_v2_tid2013_max": 0.4815909597608778, "iqa_v2_kadid10k_mean": 0.0728759765625, "iqa_v2_kadid10k_min": 0.0728759765625, "iqa_v2_kadid10k_max": 0.0728759765625, "iqa_v2_flive_mean": 0.6907641478259154, "iqa_v2_flive_min": 0.6907641478259154, "iqa_v2_flive_max": 0.6907641478259154, "iqa_v2_spaq_mean": 0.6903868395872791, "iqa_v2_spaq_min": 0.6903868395872791, "iqa_v2_spaq_max": 0.6903868395872791, "iqa_v2_clive_mean": 0.3038367454451744, "iqa_v2_clive_min": 0.3038367454451744, "iqa_v2_clive_max": 0.3038367454451744, "iqa_v2_koniq10k_mean": 0.6598122336647728, "iqa_v2_koniq10k_min": 0.6598122336647728, "iqa_v2_koniq10k_max": 0.6598122336647728, "imdecont": { "jpg": 0.44743746519088745 }, "imdecont_image_match": { "jpg": 206860 }, "imdecont_max": 0.44743746519088745, "imdecont_mean": 0.44743746519088745, "imdecont_min": 0.44743746519088745, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.5, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.5, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.5, "clip_score_dfn_public_prev_turn_only_min": -0.7802734375, "clip_score_dfn_public_prev_turn_only_mean": -0.7802734375, "clip_score_dfn_public_prev_turn_only_max": -0.7802734375, "clip_score_siglip2_b16_224_prev_turn_only_min": -3.5546875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -3.5546875, "clip_score_siglip2_b16_224_prev_turn_only_max": -3.5546875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.203125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.203125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.203125, "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": 1.8427734375, "clip_score_dfn_public_next_turn_only_mean": 1.8427734375, "clip_score_dfn_public_next_turn_only_max": 1.8427734375, "clip_score_siglip2_b16_224_next_turn_only_min": -3.6640625, "clip_score_siglip2_b16_224_next_turn_only_mean": -3.6640625, "clip_score_siglip2_b16_224_next_turn_only_max": -3.6640625, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.03125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.03125, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.125, "clip_score_dfn_public_prev_and_next_turn_min": 0.91552734375, "clip_score_dfn_public_prev_and_next_turn_mean": 0.91552734375, "clip_score_dfn_public_prev_and_next_turn_max": 0.91552734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.6171875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.6171875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.6171875, "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": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2175.54 }, "im_clarity_mean": 2175.54, "im_clarity_min": 2175.54, "im_clarity_max": 2175.54, "im_luma": { "jpg": 209.71 }, "im_luma_mean": 209.71, "im_luma_min": 209.71, "im_luma_max": 209.71, "im_saturation": { "jpg": 16.43 }, "im_saturation_mean": 16.43, "im_saturation_min": 16.43, "im_saturation_max": 16.43, "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": 0.303955078125, "unifilter_score_qwen3_0_6b": -1.7568359375, "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": 1.0453981128255606e-19, "language_detection_annotation_lingua_2_lan": "yo", "language_detection_annotation_lingua_2_score": 4.99397097909744e-22, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9103618860244751, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.0064887311309576035, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.005445096176117659, "text_quality_weborganizer_topic_label": "Food & Dining", "text_quality_weborganizer_topic_score": 0.48160210251808167, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.8874518275260925, "text_quality_nvidia_domain_label": "Food_and_Drink", "text_quality_nvidia_domain_score": 0.9999852180480957, "text_quality_nvidia_edu_nemotron4_score": 2.001953125, "text_quality_nvidia_edu_mixtral_score": 1.8466796875, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.046875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.140625, "within_sample_repetition_detection": 9.0 }, "51": { "detoxify": 1, "length_chars": 86, "length_tokens": 1859, "length_tokens_text_only": 67, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.3173003533873895, "iqa_live_min": 0.3173003533873895, "iqa_live_max": 0.3173003533873895, "iqa_csiq_mean": 0.40422481298446655, "iqa_csiq_min": 0.40422481298446655, "iqa_csiq_max": 0.40422481298446655, "iqa_tid2013_mean": 0.4930096202426486, "iqa_tid2013_min": 0.4930096202426486, "iqa_tid2013_max": 0.4930096202426486, "iqa_kadid10k_mean": 0.0802001953125, "iqa_kadid10k_min": 0.0802001953125, "iqa_kadid10k_max": 0.0802001953125, "iqa_flive_mean": 0.7151091604521781, "iqa_flive_min": 0.7151091604521781, "iqa_flive_max": 0.7151091604521781, "iqa_spaq_mean": 0.6927542638297033, "iqa_spaq_min": 0.6927542638297033, "iqa_spaq_max": 0.6927542638297033, "iqa_clive_mean": 0.33461326059668955, "iqa_clive_min": 0.33461326059668955, "iqa_clive_max": 0.33461326059668955, "iqa_koniq10k_mean": 0.7128425366950758, "iqa_koniq10k_min": 0.7128425366950758, "iqa_koniq10k_max": 0.7128425366950758, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.7946109567811314 }, { "lang": "tl", "score": 0.062145015363369686 }, { "lang": "la", "score": 0.018200896108872208 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9031944870948792 }, { "lang": "es", "score": 0.010152352973818779 }, { "lang": "pt", "score": 0.007412342820316553 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.3173003533873895, "iqa_v2_live_min": 0.3173003533873895, "iqa_v2_live_max": 0.3173003533873895, "iqa_v2_csiq_mean": 0.40422481298446655, "iqa_v2_csiq_min": 0.40422481298446655, "iqa_v2_csiq_max": 0.40422481298446655, "iqa_v2_tid2013_mean": 0.4930096202426486, "iqa_v2_tid2013_min": 0.4930096202426486, "iqa_v2_tid2013_max": 0.4930096202426486, "iqa_v2_kadid10k_mean": 0.0802001953125, "iqa_v2_kadid10k_min": 0.0802001953125, "iqa_v2_kadid10k_max": 0.0802001953125, "iqa_v2_flive_mean": 0.7151091604521781, "iqa_v2_flive_min": 0.7151091604521781, "iqa_v2_flive_max": 0.7151091604521781, "iqa_v2_spaq_mean": 0.6927542638297033, "iqa_v2_spaq_min": 0.6927542638297033, "iqa_v2_spaq_max": 0.6927542638297033, "iqa_v2_clive_mean": 0.33461326059668955, "iqa_v2_clive_min": 0.33461326059668955, "iqa_v2_clive_max": 0.33461326059668955, "iqa_v2_koniq10k_mean": 0.7128425366950758, "iqa_v2_koniq10k_min": 0.7128425366950758, "iqa_v2_koniq10k_max": 0.7128425366950758, "imdecont": { "jpg": 0.39973384141921997 }, "imdecont_image_match": { "jpg": 206860 }, "imdecont_max": 0.39973384141921997, "imdecont_mean": 0.39973384141921997, "imdecont_min": 0.39973384141921997, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.90625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.90625, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.90625, "clip_score_dfn_public_prev_turn_only_min": 1.0927734375, "clip_score_dfn_public_prev_turn_only_mean": 1.0927734375, "clip_score_dfn_public_prev_turn_only_max": 1.0927734375, "clip_score_siglip2_b16_224_prev_turn_only_min": -11.515625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -11.515625, "clip_score_siglip2_b16_224_prev_turn_only_max": -11.515625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.015625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.015625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.015625, "clip_score_clip_vitl14_224_next_turn_only_min": 10.21875, "clip_score_clip_vitl14_224_next_turn_only_mean": 10.21875, "clip_score_clip_vitl14_224_next_turn_only_max": 10.21875, "clip_score_dfn_public_next_turn_only_min": 1.26171875, "clip_score_dfn_public_next_turn_only_mean": 1.26171875, "clip_score_dfn_public_next_turn_only_max": 1.26171875, "clip_score_siglip2_b16_224_next_turn_only_min": -10.375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.375, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.0234375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.0234375, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.0234375, "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": 1.048828125, "clip_score_dfn_public_prev_and_next_turn_mean": 1.048828125, "clip_score_dfn_public_prev_and_next_turn_max": 1.048828125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -11.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -11.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -11.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 19.28125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 19.28125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 19.28125, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1933.2 }, "im_clarity_mean": 1933.2, "im_clarity_min": 1933.2, "im_clarity_max": 1933.2, "im_luma": { "jpg": 213.51 }, "im_luma_mean": 213.51, "im_luma_min": 213.51, "im_luma_max": 213.51, "im_saturation": { "jpg": 17.58 }, "im_saturation_mean": 17.58, "im_saturation_min": 17.58, "im_saturation_max": 17.58, "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": -1.0126953125, "unifilter_score_qwen3_0_6b": 0.2158203125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.7946109567811314, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.062145015363369686, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.018200896108872208, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9031944870948792, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.010152352973818779, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.007412342820316553, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.988135576248169, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.6606819033622742, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.9999849796295166, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9998613595962524, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00046074390411376953, "custom_fasttext_core_clean_fasttext_score": 0.0001386404037475586, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 7.96875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.59375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.375, "within_sample_repetition_detection": 10.0 }, "45": { "detoxify": 1, "length_chars": 73, "length_tokens": 1855, "length_tokens_text_only": 63, "length_tokens_trainable_only": 6, "length_images": 1, "iqa_live_mean": 0.4283325888893821, "iqa_live_min": 0.4283325888893821, "iqa_live_max": 0.4283325888893821, "iqa_csiq_mean": 0.557804524898529, "iqa_csiq_min": 0.557804524898529, "iqa_csiq_max": 0.557804524898529, "iqa_tid2013_mean": 0.3944056298997667, "iqa_tid2013_min": 0.3944056298997667, "iqa_tid2013_max": 0.3944056298997667, "iqa_kadid10k_mean": 0.0, "iqa_kadid10k_min": 0.0, "iqa_kadid10k_max": 0.0, "iqa_flive_mean": 0.625650116891572, "iqa_flive_min": 0.625650116891572, "iqa_flive_max": 0.625650116891572, "iqa_spaq_mean": 0.7412075466579862, "iqa_spaq_min": 0.7412075466579862, "iqa_spaq_max": 0.7412075466579862, "iqa_clive_mean": 0.5920311898896189, "iqa_clive_min": 0.5920311898896189, "iqa_clive_max": 0.5920311898896189, "iqa_koniq10k_mean": 0.5348122721970684, "iqa_koniq10k_min": 0.5348122721970684, "iqa_koniq10k_max": 0.5348122721970684, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.7014715560941218 }, { "lang": "la", "score": 0.043175894400386355 }, { "lang": "nl", "score": 0.0368749573336977 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9315679669380188 }, { "lang": "ru", "score": 0.004065666813403368 }, { "lang": "hi", "score": 0.00402033980935812 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.4283325888893821, "iqa_v2_live_min": 0.4283325888893821, "iqa_v2_live_max": 0.4283325888893821, "iqa_v2_csiq_mean": 0.557804524898529, "iqa_v2_csiq_min": 0.557804524898529, "iqa_v2_csiq_max": 0.557804524898529, "iqa_v2_tid2013_mean": 0.3944056298997667, "iqa_v2_tid2013_min": 0.3944056298997667, "iqa_v2_tid2013_max": 0.3944056298997667, "iqa_v2_kadid10k_mean": 0.0, "iqa_v2_kadid10k_min": 0.0, "iqa_v2_kadid10k_max": 0.0, "iqa_v2_flive_mean": 0.625650116891572, "iqa_v2_flive_min": 0.625650116891572, "iqa_v2_flive_max": 0.625650116891572, "iqa_v2_spaq_mean": 0.7412075466579862, "iqa_v2_spaq_min": 0.7412075466579862, "iqa_v2_spaq_max": 0.7412075466579862, "iqa_v2_clive_mean": 0.5920311898896189, "iqa_v2_clive_min": 0.5920311898896189, "iqa_v2_clive_max": 0.5920311898896189, "iqa_v2_koniq10k_mean": 0.5348122721970684, "iqa_v2_koniq10k_min": 0.5348122721970684, "iqa_v2_koniq10k_max": 0.5348122721970684, "imdecont": { "jpg": 0.5329475402832031 }, "imdecont_image_match": { "jpg": 90458 }, "imdecont_max": 0.5329475402832031, "imdecont_mean": 0.5329475402832031, "imdecont_min": 0.5329475402832031, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.515625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.515625, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.515625, "clip_score_dfn_public_prev_turn_only_min": 0.280029296875, "clip_score_dfn_public_prev_turn_only_mean": 0.280029296875, "clip_score_dfn_public_prev_turn_only_max": 0.280029296875, "clip_score_siglip2_b16_224_prev_turn_only_min": -2.8984375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.8984375, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.8984375, "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": 28.484375, "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": -0.031585693359375, "clip_score_dfn_public_next_turn_only_mean": -0.031585693359375, "clip_score_dfn_public_next_turn_only_max": -0.031585693359375, "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": 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": 29.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.734375, "clip_score_dfn_public_prev_and_next_turn_min": 0.0477294921875, "clip_score_dfn_public_prev_and_next_turn_mean": 0.0477294921875, "clip_score_dfn_public_prev_and_next_turn_max": 0.0477294921875, "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": 30.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 30.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 30.859375, "im_height": { "jpg": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 1000 }, "im_width_mean": 1000.0, "im_width_min": 1000, "im_width_max": 1000, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 2050.78 }, "im_kilobytes_mean": 2050.78, "im_kilobytes_min": 2050.78, "im_kilobytes_max": 2050.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2965.84 }, "im_clarity_mean": 2965.84, "im_clarity_min": 2965.84, "im_clarity_max": 2965.84, "im_luma": { "jpg": 236.39 }, "im_luma_mean": 236.39, "im_luma_min": 236.39, "im_luma_max": 236.39, "im_saturation": { "jpg": 6.12 }, "im_saturation_mean": 6.12, "im_saturation_min": 6.12, "im_saturation_max": 6.12, "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": -3.921875, "unifilter_score_qwen3_0_6b": 1.5146484375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.7014715560941218, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 0.043175894400386355, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.0368749573336977, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9315679669380188, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.004065666813403368, "language_detection_annotation_nllb_2_lan": "hi", "language_detection_annotation_nllb_2_score": 0.00402033980935812, "text_quality_weborganizer_topic_label": "Food & Dining", "text_quality_weborganizer_topic_score": 0.40843409299850464, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5479129552841187, "text_quality_nvidia_domain_label": "Food_and_Drink", "text_quality_nvidia_domain_score": 0.9893172383308411, "text_quality_nvidia_edu_nemotron4_score": 0.77197265625, "text_quality_nvidia_edu_mixtral_score": 0.1329345703125, "text_quality_dclmbaseline_fasttext_score": 0.9996470212936401, "text_quality_dolma3_fasttext_score": 0.9986217021942139, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0017490386962890625, "custom_fasttext_core_clean_fasttext_score": 0.001021742820739746, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 7.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 10.0 } }