{ "5": { "detoxify": 1, "length_chars": 485, "length_tokens": 2648, "length_tokens_text_only": 344, "length_tokens_trainable_only": 280, "length_images": 1, "iqa_live_mean": 0.3704096090914023, "iqa_live_min": 0.3704096090914023, "iqa_live_max": 0.3704096090914023, "iqa_csiq_mean": 0.613590657711029, "iqa_csiq_min": 0.613590657711029, "iqa_csiq_max": 0.613590657711029, "iqa_tid2013_mean": 0.24960311253865558, "iqa_tid2013_min": 0.24960311253865558, "iqa_tid2013_max": 0.24960311253865558, "iqa_kadid10k_mean": 0.3414306640625, "iqa_kadid10k_min": 0.3414306640625, "iqa_kadid10k_max": 0.3414306640625, "iqa_flive_mean": 0.6575215657552084, "iqa_flive_min": 0.6575215657552084, "iqa_flive_max": 0.6575215657552084, "iqa_spaq_mean": 0.4965268530026831, "iqa_spaq_min": 0.4965268530026831, "iqa_spaq_max": 0.4965268530026831, "iqa_clive_mean": 0.5248357984754775, "iqa_clive_min": 0.5248357984754775, "iqa_clive_max": 0.5248357984754775, "iqa_koniq10k_mean": 0.4523469944192906, "iqa_koniq10k_min": 0.4523469944192906, "iqa_koniq10k_max": 0.4523469944192906, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9583236575126648 }, { "lang": "en", "score": 0.008528051897883415 }, { "lang": "ja", "score": 0.004740581847727299 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3704096090914023, "iqa_v2_live_min": 0.3704096090914023, "iqa_v2_live_max": 0.3704096090914023, "iqa_v2_csiq_mean": 0.613590657711029, "iqa_v2_csiq_min": 0.613590657711029, "iqa_v2_csiq_max": 0.613590657711029, "iqa_v2_tid2013_mean": 0.24960311253865558, "iqa_v2_tid2013_min": 0.24960311253865558, "iqa_v2_tid2013_max": 0.24960311253865558, "iqa_v2_kadid10k_mean": 0.3414306640625, "iqa_v2_kadid10k_min": 0.3414306640625, "iqa_v2_kadid10k_max": 0.3414306640625, "iqa_v2_flive_mean": 0.6575215657552084, "iqa_v2_flive_min": 0.6575215657552084, "iqa_v2_flive_max": 0.6575215657552084, "iqa_v2_spaq_mean": 0.4965268530026831, "iqa_v2_spaq_min": 0.4965268530026831, "iqa_v2_spaq_max": 0.4965268530026831, "iqa_v2_clive_mean": 0.5248357984754775, "iqa_v2_clive_min": 0.5248357984754775, "iqa_v2_clive_max": 0.5248357984754775, "iqa_v2_koniq10k_mean": 0.4523469944192906, "iqa_v2_koniq10k_min": 0.4523469944192906, "iqa_v2_koniq10k_max": 0.4523469944192906, "imdecont": { "jpg": 0.37708842754364014 }, "imdecont_image_match": { "jpg": 215269 }, "imdecont_max": 0.37708842754364014, "imdecont_mean": 0.37708842754364014, "imdecont_min": 0.37708842754364014, "clip_score_clip_vitl14_224_prev_turn_only_min": 13.9296875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 13.9296875, "clip_score_clip_vitl14_224_prev_turn_only_max": 13.9296875, "clip_score_dfn_public_prev_turn_only_min": 1.3994140625, "clip_score_dfn_public_prev_turn_only_mean": 1.3994140625, "clip_score_dfn_public_prev_turn_only_max": 1.3994140625, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.5234375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.5234375, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.5234375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.0625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.0625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.0625, "clip_score_clip_vitl14_224_next_turn_only_min": 23.75, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.75, "clip_score_clip_vitl14_224_next_turn_only_max": 23.75, "clip_score_dfn_public_next_turn_only_min": 2.109375, "clip_score_dfn_public_next_turn_only_mean": 2.109375, "clip_score_dfn_public_next_turn_only_max": 2.109375, "clip_score_siglip2_b16_224_next_turn_only_min": -10.0234375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.0234375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.0234375, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.265625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.265625, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.0625, "clip_score_dfn_public_prev_and_next_turn_min": 3.140625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.140625, "clip_score_dfn_public_prev_and_next_turn_max": 3.140625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -9.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -9.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -9.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.015625, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 6052.12 }, "im_clarity_mean": 6052.12, "im_clarity_min": 6052.12, "im_clarity_max": 6052.12, "im_luma": { "jpg": 231.26 }, "im_luma_mean": 231.26, "im_luma_min": 231.26, "im_luma_max": 231.26, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 3.12 }, "im_entropy_mean": 3.12, "im_entropy_min": 3.12, "im_entropy_max": 3.12, "unifilter_score_qwen2_5_1_5b": 0.3427734375, "unifilter_score_qwen3_0_6b": -0.465576171875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9583236575126648, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.008528051897883415, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.004740581847727299, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.5007522106170654, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.25079184770584106, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.9998032450675964, "text_quality_nvidia_edu_nemotron4_score": 1.568359375, "text_quality_nvidia_edu_mixtral_score": 0.86865234375, "text_quality_dclmbaseline_fasttext_score": 0.98868727684021, "text_quality_dolma3_fasttext_score": 0.9998357892036438, "custom_fasttext_val_fasttext_score": 4.3272972106933594e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00019425153732299805, "custom_fasttext_core_clean_fasttext_score": 2.4557113647460938e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.765625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.484375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.28125, "within_sample_repetition_detection": 4.0 }, "6": { "detoxify": 1, "length_chars": 518, "length_tokens": 2669, "length_tokens_text_only": 366, "length_tokens_trainable_only": 299, "length_images": 1, "iqa_live_mean": 0.4281747606065538, "iqa_live_min": 0.4281747606065538, "iqa_live_max": 0.4281747606065538, "iqa_csiq_mean": 0.651798665523529, "iqa_csiq_min": 0.651798665523529, "iqa_csiq_max": 0.651798665523529, "iqa_tid2013_mean": 0.3160093625386556, "iqa_tid2013_min": 0.3160093625386556, "iqa_tid2013_max": 0.3160093625386556, "iqa_kadid10k_mean": 0.42138671875, "iqa_kadid10k_min": 0.42138671875, "iqa_kadid10k_max": 0.42138671875, "iqa_flive_mean": 0.6409107555042615, "iqa_flive_min": 0.6409107555042615, "iqa_flive_max": 0.6409107555042615, "iqa_spaq_mean": 0.5065859399660669, "iqa_spaq_min": 0.5065859399660669, "iqa_spaq_max": 0.5065859399660669, "iqa_clive_mean": 0.5102366823138613, "iqa_clive_min": 0.5102366823138613, "iqa_clive_max": 0.5102366823138613, "iqa_koniq10k_mean": 0.4839915651263613, "iqa_koniq10k_min": 0.4839915651263613, "iqa_koniq10k_max": 0.4839915651263613, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9078160524368286 }, { "lang": "ja", "score": 0.02375834994018078 }, { "lang": "en", "score": 0.021060016006231308 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4281747606065538, "iqa_v2_live_min": 0.4281747606065538, "iqa_v2_live_max": 0.4281747606065538, "iqa_v2_csiq_mean": 0.651798665523529, "iqa_v2_csiq_min": 0.651798665523529, "iqa_v2_csiq_max": 0.651798665523529, "iqa_v2_tid2013_mean": 0.3160093625386556, "iqa_v2_tid2013_min": 0.3160093625386556, "iqa_v2_tid2013_max": 0.3160093625386556, "iqa_v2_kadid10k_mean": 0.42138671875, "iqa_v2_kadid10k_min": 0.42138671875, "iqa_v2_kadid10k_max": 0.42138671875, "iqa_v2_flive_mean": 0.6409107555042615, "iqa_v2_flive_min": 0.6409107555042615, "iqa_v2_flive_max": 0.6409107555042615, "iqa_v2_spaq_mean": 0.5065859399660669, "iqa_v2_spaq_min": 0.5065859399660669, "iqa_v2_spaq_max": 0.5065859399660669, "iqa_v2_clive_mean": 0.5102366823138613, "iqa_v2_clive_min": 0.5102366823138613, "iqa_v2_clive_max": 0.5102366823138613, "iqa_v2_koniq10k_mean": 0.4839915651263613, "iqa_v2_koniq10k_min": 0.4839915651263613, "iqa_v2_koniq10k_max": 0.4839915651263613, "imdecont": { "jpg": 0.3470592498779297 }, "imdecont_image_match": { "jpg": 215263 }, "imdecont_max": 0.3470592498779297, "imdecont_mean": 0.3470592498779297, "imdecont_min": 0.3470592498779297, "clip_score_clip_vitl14_224_prev_turn_only_min": 9.890625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 9.890625, "clip_score_clip_vitl14_224_prev_turn_only_max": 9.890625, "clip_score_dfn_public_prev_turn_only_min": 2.42578125, "clip_score_dfn_public_prev_turn_only_mean": 2.42578125, "clip_score_dfn_public_prev_turn_only_max": 2.42578125, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.484375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.484375, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.484375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 16.59375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 16.59375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 16.59375, "clip_score_clip_vitl14_224_next_turn_only_min": 17.53125, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.53125, "clip_score_clip_vitl14_224_next_turn_only_max": 17.53125, "clip_score_dfn_public_next_turn_only_min": 3.541015625, "clip_score_dfn_public_next_turn_only_mean": 3.541015625, "clip_score_dfn_public_next_turn_only_max": 3.541015625, "clip_score_siglip2_b16_224_next_turn_only_min": -2.1171875, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.1171875, "clip_score_siglip2_b16_224_next_turn_only_max": -2.1171875, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.34375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.34375, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 17.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 17.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 17.609375, "clip_score_dfn_public_prev_and_next_turn_min": 3.4296875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.4296875, "clip_score_dfn_public_prev_and_next_turn_max": 3.4296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -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": 20.28125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.28125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.28125, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5196.96 }, "im_clarity_mean": 5196.96, "im_clarity_min": 5196.96, "im_clarity_max": 5196.96, "im_luma": { "jpg": 233.45 }, "im_luma_mean": 233.45, "im_luma_min": 233.45, "im_luma_max": 233.45, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 3.03 }, "im_entropy_mean": 3.03, "im_entropy_min": 3.03, "im_entropy_max": 3.03, "unifilter_score_qwen2_5_1_5b": 0.051300048828125, "unifilter_score_qwen3_0_6b": 0.047393798828125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9078160524368286, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.02375834994018078, "language_detection_annotation_nllb_2_lan": "en", "language_detection_annotation_nllb_2_score": 0.021060016006231308, "text_quality_weborganizer_topic_label": "Finance & Business", "text_quality_weborganizer_topic_score": 0.5950355529785156, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.2250850349664688, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.9948837161064148, "text_quality_nvidia_edu_nemotron4_score": 1.8271484375, "text_quality_nvidia_edu_mixtral_score": 1.2470703125, "text_quality_dclmbaseline_fasttext_score": 0.9934241771697998, "text_quality_dolma3_fasttext_score": 0.9998667240142822, "custom_fasttext_val_fasttext_score": 0.00025075674057006836, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0004290938377380371, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.015625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.421875, "within_sample_repetition_detection": 4.0 }, "0": { "detoxify": 1, "length_chars": 268, "length_tokens": 2511, "length_tokens_text_only": 207, "length_tokens_trainable_only": 143, "length_images": 1, "iqa_live_mean": 0.5246744252214528, "iqa_live_min": 0.5246744252214528, "iqa_live_max": 0.5246744252214528, "iqa_csiq_mean": 0.712467610836029, "iqa_csiq_min": 0.712467610836029, "iqa_csiq_max": 0.712467610836029, "iqa_tid2013_mean": 0.35279321670532227, "iqa_tid2013_min": 0.35279321670532227, "iqa_tid2013_max": 0.35279321670532227, "iqa_kadid10k_mean": 0.2313232421875, "iqa_kadid10k_min": 0.2313232421875, "iqa_kadid10k_max": 0.2313232421875, "iqa_flive_mean": 0.6561208397451074, "iqa_flive_min": 0.6561208397451074, "iqa_flive_max": 0.6561208397451074, "iqa_spaq_mean": 0.4415705517084912, "iqa_spaq_min": 0.4415705517084912, "iqa_spaq_max": 0.4415705517084912, "iqa_clive_mean": 0.364442806051235, "iqa_clive_min": 0.364442806051235, "iqa_clive_max": 0.364442806051235, "iqa_koniq10k_mean": 0.5701658075506038, "iqa_koniq10k_min": 0.5701658075506038, "iqa_koniq10k_max": 0.5701658075506038, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.7789425849914551 }, { "lang": "en", "score": 0.13067813217639923 }, { "lang": "ko", "score": 0.024459419772028923 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5246744252214528, "iqa_v2_live_min": 0.5246744252214528, "iqa_v2_live_max": 0.5246744252214528, "iqa_v2_csiq_mean": 0.712467610836029, "iqa_v2_csiq_min": 0.712467610836029, "iqa_v2_csiq_max": 0.712467610836029, "iqa_v2_tid2013_mean": 0.35279321670532227, "iqa_v2_tid2013_min": 0.35279321670532227, "iqa_v2_tid2013_max": 0.35279321670532227, "iqa_v2_kadid10k_mean": 0.2313232421875, "iqa_v2_kadid10k_min": 0.2313232421875, "iqa_v2_kadid10k_max": 0.2313232421875, "iqa_v2_flive_mean": 0.6561208397451074, "iqa_v2_flive_min": 0.6561208397451074, "iqa_v2_flive_max": 0.6561208397451074, "iqa_v2_spaq_mean": 0.4415705517084912, "iqa_v2_spaq_min": 0.4415705517084912, "iqa_v2_spaq_max": 0.4415705517084912, "iqa_v2_clive_mean": 0.364442806051235, "iqa_v2_clive_min": 0.364442806051235, "iqa_v2_clive_max": 0.364442806051235, "iqa_v2_koniq10k_mean": 0.5701658075506038, "iqa_v2_koniq10k_min": 0.5701658075506038, "iqa_v2_koniq10k_max": 0.5701658075506038, "imdecont": { "jpg": 0.33005833625793457 }, "imdecont_image_match": { "jpg": 243857 }, "imdecont_max": 0.33005833625793457, "imdecont_mean": 0.33005833625793457, "imdecont_min": 0.33005833625793457, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.453125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.453125, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.453125, "clip_score_dfn_public_prev_turn_only_min": 3.05859375, "clip_score_dfn_public_prev_turn_only_mean": 3.05859375, "clip_score_dfn_public_prev_turn_only_max": 3.05859375, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.171875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.171875, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.171875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.890625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.890625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.890625, "clip_score_clip_vitl14_224_next_turn_only_min": 23.609375, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.609375, "clip_score_clip_vitl14_224_next_turn_only_max": 23.609375, "clip_score_dfn_public_next_turn_only_min": -0.25048828125, "clip_score_dfn_public_next_turn_only_mean": -0.25048828125, "clip_score_dfn_public_next_turn_only_max": -0.25048828125, "clip_score_siglip2_b16_224_next_turn_only_min": -2.765625, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.765625, "clip_score_siglip2_b16_224_next_turn_only_max": -2.765625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.640625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.640625, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.703125, "clip_score_dfn_public_prev_and_next_turn_min": 0.002841949462890625, "clip_score_dfn_public_prev_and_next_turn_mean": 0.002841949462890625, "clip_score_dfn_public_prev_and_next_turn_max": 0.002841949462890625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.171875, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 804.08 }, "im_clarity_mean": 804.08, "im_clarity_min": 804.08, "im_clarity_max": 804.08, "im_luma": { "jpg": 178.37 }, "im_luma_mean": 178.37, "im_luma_min": 178.37, "im_luma_max": 178.37, "im_saturation": { "jpg": 62.7 }, "im_saturation_mean": 62.7, "im_saturation_min": 62.7, "im_saturation_max": 62.7, "im_entropy": { "jpg": 4.1 }, "im_entropy_mean": 4.1, "im_entropy_min": 4.1, "im_entropy_max": 4.1, "unifilter_score_qwen2_5_1_5b": -0.2073974609375, "unifilter_score_qwen3_0_6b": 0.11065673828125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.7789425849914551, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.13067813217639923, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.024459419772028923, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.4378141164779663, "text_quality_weborganizer_format_label": "Documentation", "text_quality_weborganizer_format_score": 0.24674288928508759, "text_quality_nvidia_domain_label": "Jobs_and_Education", "text_quality_nvidia_domain_score": 0.9966282248497009, "text_quality_nvidia_edu_nemotron4_score": 1.62890625, "text_quality_nvidia_edu_mixtral_score": 0.92236328125, "text_quality_dclmbaseline_fasttext_score": 0.7964522242546082, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.00020772218704223633, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0005080103874206543, "custom_fasttext_core_clean_fasttext_score": 3.814697265625e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 8.0 }, "4": { "detoxify": 1, "length_chars": 381, "length_tokens": 2581, "length_tokens_text_only": 277, "length_tokens_trainable_only": 213, "length_images": 1, "iqa_live_mean": 0.3666217303035234, "iqa_live_min": 0.3666217303035234, "iqa_live_max": 0.3666217303035234, "iqa_csiq_mean": 0.563908040523529, "iqa_csiq_min": 0.563908040523529, "iqa_csiq_max": 0.563908040523529, "iqa_tid2013_mean": 0.3206751611497667, "iqa_tid2013_min": 0.3206751611497667, "iqa_tid2013_max": 0.3206751611497667, "iqa_kadid10k_mean": 0.2972412109375, "iqa_kadid10k_min": 0.2972412109375, "iqa_kadid10k_max": 0.2972412109375, "iqa_flive_mean": 0.580047607421875, "iqa_flive_min": 0.580047607421875, "iqa_flive_max": 0.580047607421875, "iqa_spaq_mean": 0.4140689734256629, "iqa_spaq_min": 0.4140689734256629, "iqa_spaq_max": 0.4140689734256629, "iqa_clive_mean": 0.34526666968759867, "iqa_clive_min": 0.34526666968759867, "iqa_clive_max": 0.34526666968759867, "iqa_koniq10k_mean": 0.4349858833081795, "iqa_koniq10k_min": 0.4349858833081795, "iqa_koniq10k_max": 0.4349858833081795, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8779432773590088 }, { "lang": "en", "score": 0.04983407258987427 }, { "lang": "ta", "score": 0.009766905568540096 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3666217303035234, "iqa_v2_live_min": 0.3666217303035234, "iqa_v2_live_max": 0.3666217303035234, "iqa_v2_csiq_mean": 0.563908040523529, "iqa_v2_csiq_min": 0.563908040523529, "iqa_v2_csiq_max": 0.563908040523529, "iqa_v2_tid2013_mean": 0.3206751611497667, "iqa_v2_tid2013_min": 0.3206751611497667, "iqa_v2_tid2013_max": 0.3206751611497667, "iqa_v2_kadid10k_mean": 0.2972412109375, "iqa_v2_kadid10k_min": 0.2972412109375, "iqa_v2_kadid10k_max": 0.2972412109375, "iqa_v2_flive_mean": 0.580047607421875, "iqa_v2_flive_min": 0.580047607421875, "iqa_v2_flive_max": 0.580047607421875, "iqa_v2_spaq_mean": 0.4140689734256629, "iqa_v2_spaq_min": 0.4140689734256629, "iqa_v2_spaq_max": 0.4140689734256629, "iqa_v2_clive_mean": 0.34526666968759867, "iqa_v2_clive_min": 0.34526666968759867, "iqa_v2_clive_max": 0.34526666968759867, "iqa_v2_koniq10k_mean": 0.4349858833081795, "iqa_v2_koniq10k_min": 0.4349858833081795, "iqa_v2_koniq10k_max": 0.4349858833081795, "imdecont": { "jpg": 0.3425847291946411 }, "imdecont_image_match": { "jpg": 200682 }, "imdecont_max": 0.3425847291946411, "imdecont_mean": 0.3425847291946411, "imdecont_min": 0.3425847291946411, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.25, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.25, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.25, "clip_score_dfn_public_prev_turn_only_min": 2.36328125, "clip_score_dfn_public_prev_turn_only_mean": 2.36328125, "clip_score_dfn_public_prev_turn_only_max": 2.36328125, "clip_score_siglip2_b16_224_prev_turn_only_min": -11.359375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -11.359375, "clip_score_siglip2_b16_224_prev_turn_only_max": -11.359375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.859375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.859375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.859375, "clip_score_clip_vitl14_224_next_turn_only_min": 22.125, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.125, "clip_score_clip_vitl14_224_next_turn_only_max": 22.125, "clip_score_dfn_public_next_turn_only_min": 3.34765625, "clip_score_dfn_public_next_turn_only_mean": 3.34765625, "clip_score_dfn_public_next_turn_only_max": 3.34765625, "clip_score_siglip2_b16_224_next_turn_only_min": -6.46875, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.46875, "clip_score_siglip2_b16_224_next_turn_only_max": -6.46875, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.109375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.109375, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.109375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.515625, "clip_score_dfn_public_prev_and_next_turn_min": 1.1494140625, "clip_score_dfn_public_prev_and_next_turn_mean": 1.1494140625, "clip_score_dfn_public_prev_and_next_turn_max": 1.1494140625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.1875, "im_height": { "jpg": 2280 }, "im_height_mean": 2280.0, "im_height_min": 2280, "im_height_max": 2280, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.4737 }, "im_ar_mean": 0.4737, "im_ar_min": 0.4737, "im_ar_max": 0.4737, "im_kilobytes": { "jpg": 7214.06 }, "im_kilobytes_mean": 7214.06, "im_kilobytes_min": 7214.06, "im_kilobytes_max": 7214.06, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2081.23 }, "im_clarity_mean": 2081.23, "im_clarity_min": 2081.23, "im_clarity_max": 2081.23, "im_luma": { "jpg": 230.54 }, "im_luma_mean": 230.54, "im_luma_min": 230.54, "im_luma_max": 230.54, "im_saturation": { "jpg": 0.08 }, "im_saturation_mean": 0.08, "im_saturation_min": 0.08, "im_saturation_max": 0.08, "im_entropy": { "jpg": 3.49 }, "im_entropy_mean": 3.49, "im_entropy_min": 3.49, "im_entropy_max": 3.49, "unifilter_score_qwen2_5_1_5b": -0.81689453125, "unifilter_score_qwen3_0_6b": -0.677734375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8779432773590088, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.04983407258987427, "language_detection_annotation_nllb_2_lan": "ta", "language_detection_annotation_nllb_2_score": 0.009766905568540096, "text_quality_weborganizer_topic_label": "Social Life", "text_quality_weborganizer_topic_score": 0.27290835976600647, "text_quality_weborganizer_format_label": "Creative Writing", "text_quality_weborganizer_format_score": 0.48698607087135315, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.5518923401832581, "text_quality_nvidia_edu_nemotron4_score": 1.76171875, "text_quality_nvidia_edu_mixtral_score": 1.236328125, "text_quality_dclmbaseline_fasttext_score": 0.9912728071212769, "text_quality_dolma3_fasttext_score": 0.8719804883003235, "custom_fasttext_val_fasttext_score": 1.811981201171875e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 3.6597251892089844e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.4375, "within_sample_repetition_detection": 4.0 }, "15": { "detoxify": 1, "length_chars": 269, "length_tokens": 2519, "length_tokens_text_only": 216, "length_tokens_trainable_only": 152, "length_images": 1, "iqa_live_mean": 0.3974771595964528, "iqa_live_min": 0.3974771595964528, "iqa_live_max": 0.3974771595964528, "iqa_csiq_mean": 0.599064290523529, "iqa_csiq_min": 0.599064290523529, "iqa_csiq_max": 0.599064290523529, "iqa_tid2013_mean": 0.30689477920532227, "iqa_tid2013_min": 0.30689477920532227, "iqa_tid2013_max": 0.30689477920532227, "iqa_kadid10k_mean": 0.1578369140625, "iqa_kadid10k_min": 0.1578369140625, "iqa_kadid10k_max": 0.1578369140625, "iqa_flive_mean": 0.608713169290562, "iqa_flive_min": 0.608713169290562, "iqa_flive_max": 0.608713169290562, "iqa_spaq_mean": 0.3239095668600063, "iqa_spaq_min": 0.3239095668600063, "iqa_spaq_max": 0.3239095668600063, "iqa_clive_mean": 0.2628013919098209, "iqa_clive_min": 0.2628013919098209, "iqa_clive_max": 0.2628013919098209, "iqa_koniq10k_mean": 0.5430193429041391, "iqa_koniq10k_min": 0.5430193429041391, "iqa_koniq10k_max": 0.5430193429041391, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.48248448967933655 }, { "lang": "en", "score": 0.19533602893352509 }, { "lang": "ja", "score": 0.1393665075302124 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3974771595964528, "iqa_v2_live_min": 0.3974771595964528, "iqa_v2_live_max": 0.3974771595964528, "iqa_v2_csiq_mean": 0.599064290523529, "iqa_v2_csiq_min": 0.599064290523529, "iqa_v2_csiq_max": 0.599064290523529, "iqa_v2_tid2013_mean": 0.30689477920532227, "iqa_v2_tid2013_min": 0.30689477920532227, "iqa_v2_tid2013_max": 0.30689477920532227, "iqa_v2_kadid10k_mean": 0.1578369140625, "iqa_v2_kadid10k_min": 0.1578369140625, "iqa_v2_kadid10k_max": 0.1578369140625, "iqa_v2_flive_mean": 0.608713169290562, "iqa_v2_flive_min": 0.608713169290562, "iqa_v2_flive_max": 0.608713169290562, "iqa_v2_spaq_mean": 0.3239095668600063, "iqa_v2_spaq_min": 0.3239095668600063, "iqa_v2_spaq_max": 0.3239095668600063, "iqa_v2_clive_mean": 0.2628013919098209, "iqa_v2_clive_min": 0.2628013919098209, "iqa_v2_clive_max": 0.2628013919098209, "iqa_v2_koniq10k_mean": 0.5430193429041391, "iqa_v2_koniq10k_min": 0.5430193429041391, "iqa_v2_koniq10k_max": 0.5430193429041391, "imdecont": { "jpg": 0.34055209159851074 }, "imdecont_image_match": { "jpg": 189497 }, "imdecont_max": 0.34055209159851074, "imdecont_mean": 0.34055209159851074, "imdecont_min": 0.34055209159851074, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.40625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.40625, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.40625, "clip_score_dfn_public_prev_turn_only_min": 2.23046875, "clip_score_dfn_public_prev_turn_only_mean": 2.23046875, "clip_score_dfn_public_prev_turn_only_max": 2.23046875, "clip_score_siglip2_b16_224_prev_turn_only_min": -6.4296875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -6.4296875, "clip_score_siglip2_b16_224_prev_turn_only_max": -6.4296875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.109375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.109375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.109375, "clip_score_clip_vitl14_224_next_turn_only_min": 26.5625, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.5625, "clip_score_clip_vitl14_224_next_turn_only_max": 26.5625, "clip_score_dfn_public_next_turn_only_min": 2.615234375, "clip_score_dfn_public_next_turn_only_mean": 2.615234375, "clip_score_dfn_public_next_turn_only_max": 2.615234375, "clip_score_siglip2_b16_224_next_turn_only_min": -6.2265625, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.2265625, "clip_score_siglip2_b16_224_next_turn_only_max": -6.2265625, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.0, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.0, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.0, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.890625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.890625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.890625, "clip_score_dfn_public_prev_and_next_turn_min": 2.75, "clip_score_dfn_public_prev_and_next_turn_mean": 2.75, "clip_score_dfn_public_prev_and_next_turn_max": 2.75, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.6015625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.6015625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.6015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.671875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.671875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.671875, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1632.3 }, "im_clarity_mean": 1632.3, "im_clarity_min": 1632.3, "im_clarity_max": 1632.3, "im_luma": { "jpg": 246.23 }, "im_luma_mean": 246.23, "im_luma_min": 246.23, "im_luma_max": 246.23, "im_saturation": { "jpg": 0.2 }, "im_saturation_mean": 0.2, "im_saturation_min": 0.2, "im_saturation_max": 0.2, "im_entropy": { "jpg": 1.19 }, "im_entropy_mean": 1.19, "im_entropy_min": 1.19, "im_entropy_max": 1.19, "unifilter_score_qwen2_5_1_5b": 0.5380859375, "unifilter_score_qwen3_0_6b": -1.5947265625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.48248448967933655, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.19533602893352509, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.1393665075302124, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.5161660313606262, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.5577295422554016, "text_quality_nvidia_domain_label": "Finance", "text_quality_nvidia_domain_score": 0.7157073616981506, "text_quality_nvidia_edu_nemotron4_score": 1.25, "text_quality_nvidia_edu_mixtral_score": 0.35302734375, "text_quality_dclmbaseline_fasttext_score": 0.9904404282569885, "text_quality_dolma3_fasttext_score": 0.9968724250793457, "custom_fasttext_val_fasttext_score": 7.069110870361328e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00036895275115966797, "custom_fasttext_core_clean_fasttext_score": 1.1920928955078125e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 5.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.53125, "within_sample_repetition_detection": 4.0 }, "11": { "detoxify": 1, "length_chars": 507, "length_tokens": 2695, "length_tokens_text_only": 392, "length_tokens_trainable_only": 327, "length_images": 1, "iqa_live_mean": 0.22654909076112684, "iqa_live_min": 0.22654909076112684, "iqa_live_max": 0.22654909076112684, "iqa_csiq_mean": 0.4370693564414978, "iqa_csiq_min": 0.4370693564414978, "iqa_csiq_max": 0.4370693564414978, "iqa_tid2013_mean": 0.21357880698310003, "iqa_tid2013_min": 0.21357880698310003, "iqa_tid2013_max": 0.21357880698310003, "iqa_kadid10k_mean": 0.2498779296875, "iqa_kadid10k_min": 0.2498779296875, "iqa_kadid10k_max": 0.2498779296875, "iqa_flive_mean": 0.5676186301491478, "iqa_flive_min": 0.5676186301491478, "iqa_flive_max": 0.5676186301491478, "iqa_spaq_mean": 0.533801454486269, "iqa_spaq_min": 0.533801454486269, "iqa_spaq_max": 0.533801454486269, "iqa_clive_mean": 0.33271932120275016, "iqa_clive_min": 0.33271932120275016, "iqa_clive_max": 0.33271932120275016, "iqa_koniq10k_mean": 0.4364852519950482, "iqa_koniq10k_min": 0.4364852519950482, "iqa_koniq10k_max": 0.4364852519950482, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8057407736778259 }, { "lang": "en", "score": 0.08241291344165802 }, { "lang": "ko", "score": 0.026528550311923027 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.22654909076112684, "iqa_v2_live_min": 0.22654909076112684, "iqa_v2_live_max": 0.22654909076112684, "iqa_v2_csiq_mean": 0.4370693564414978, "iqa_v2_csiq_min": 0.4370693564414978, "iqa_v2_csiq_max": 0.4370693564414978, "iqa_v2_tid2013_mean": 0.21357880698310003, "iqa_v2_tid2013_min": 0.21357880698310003, "iqa_v2_tid2013_max": 0.21357880698310003, "iqa_v2_kadid10k_mean": 0.2498779296875, "iqa_v2_kadid10k_min": 0.2498779296875, "iqa_v2_kadid10k_max": 0.2498779296875, "iqa_v2_flive_mean": 0.5676186301491478, "iqa_v2_flive_min": 0.5676186301491478, "iqa_v2_flive_max": 0.5676186301491478, "iqa_v2_spaq_mean": 0.533801454486269, "iqa_v2_spaq_min": 0.533801454486269, "iqa_v2_spaq_max": 0.533801454486269, "iqa_v2_clive_mean": 0.33271932120275016, "iqa_v2_clive_min": 0.33271932120275016, "iqa_v2_clive_max": 0.33271932120275016, "iqa_v2_koniq10k_mean": 0.4364852519950482, "iqa_v2_koniq10k_min": 0.4364852519950482, "iqa_v2_koniq10k_max": 0.4364852519950482, "imdecont": { "jpg": 0.3703651428222656 }, "imdecont_image_match": { "jpg": 189305 }, "imdecont_max": 0.3703651428222656, "imdecont_mean": 0.3703651428222656, "imdecont_min": 0.3703651428222656, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.28125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.28125, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.28125, "clip_score_dfn_public_prev_turn_only_min": 2.861328125, "clip_score_dfn_public_prev_turn_only_mean": 2.861328125, "clip_score_dfn_public_prev_turn_only_max": 2.861328125, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.8359375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.8359375, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.8359375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.453125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.453125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.453125, "clip_score_clip_vitl14_224_next_turn_only_min": 22.0, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.0, "clip_score_clip_vitl14_224_next_turn_only_max": 22.0, "clip_score_dfn_public_next_turn_only_min": 3.05859375, "clip_score_dfn_public_next_turn_only_mean": 3.05859375, "clip_score_dfn_public_next_turn_only_max": 3.05859375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.046875, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.046875, "clip_score_siglip2_b16_224_next_turn_only_max": -9.046875, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.8125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.8125, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.515625, "clip_score_dfn_public_prev_and_next_turn_min": 3.66796875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.66796875, "clip_score_dfn_public_prev_and_next_turn_max": 3.66796875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.6328125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.6328125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.6328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.796875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4366.1 }, "im_clarity_mean": 4366.1, "im_clarity_min": 4366.1, "im_clarity_max": 4366.1, "im_luma": { "jpg": 229.91 }, "im_luma_mean": 229.91, "im_luma_min": 229.91, "im_luma_max": 229.91, "im_saturation": { "jpg": 5.44 }, "im_saturation_mean": 5.44, "im_saturation_min": 5.44, "im_saturation_max": 5.44, "im_entropy": { "jpg": 2.39 }, "im_entropy_mean": 2.39, "im_entropy_min": 2.39, "im_entropy_max": 2.39, "unifilter_score_qwen2_5_1_5b": 1.708984375, "unifilter_score_qwen3_0_6b": 4.5625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8057407736778259, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.08241291344165802, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.026528550311923027, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.23265467584133148, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.36749306321144104, "text_quality_nvidia_domain_label": "Books_and_Literature", "text_quality_nvidia_domain_score": 0.7359682321548462, "text_quality_nvidia_edu_nemotron4_score": 1.33203125, "text_quality_nvidia_edu_mixtral_score": 0.78857421875, "text_quality_dclmbaseline_fasttext_score": 0.9974977970123291, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 7.045269012451172e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00011563301086425781, "custom_fasttext_core_clean_fasttext_score": 9.894371032714844e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.40625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.53125, "within_sample_repetition_detection": 4.0 }, "10": { "detoxify": 1, "length_chars": 537, "length_tokens": 2704, "length_tokens_text_only": 400, "length_tokens_trainable_only": 333, "length_images": 1, "iqa_live_mean": 0.5159272858590791, "iqa_live_min": 0.5159272858590791, "iqa_live_max": 0.5159272858590791, "iqa_csiq_mean": 0.800846517086029, "iqa_csiq_min": 0.800846517086029, "iqa_csiq_max": 0.800846517086029, "iqa_tid2013_mean": 0.2828062375386556, "iqa_tid2013_min": 0.2828062375386556, "iqa_tid2013_max": 0.2828062375386556, "iqa_kadid10k_mean": 0.3885498046875, "iqa_kadid10k_min": 0.3885498046875, "iqa_kadid10k_max": 0.3885498046875, "iqa_flive_mean": 0.6445870447640468, "iqa_flive_min": 0.6445870447640468, "iqa_flive_max": 0.6445870447640468, "iqa_spaq_mean": 0.5501564102943498, "iqa_spaq_min": 0.5501564102943498, "iqa_spaq_max": 0.5501564102943498, "iqa_clive_mean": 0.5037657227179018, "iqa_clive_min": 0.5037657227179018, "iqa_clive_max": 0.5037657227179018, "iqa_koniq10k_mean": 0.5292882822980784, "iqa_koniq10k_min": 0.5292882822980784, "iqa_koniq10k_max": 0.5292882822980784, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9016629457473755 }, { "lang": "en", "score": 0.025349339470267296 }, { "lang": "ko", "score": 0.010656447149813175 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5159272858590791, "iqa_v2_live_min": 0.5159272858590791, "iqa_v2_live_max": 0.5159272858590791, "iqa_v2_csiq_mean": 0.800846517086029, "iqa_v2_csiq_min": 0.800846517086029, "iqa_v2_csiq_max": 0.800846517086029, "iqa_v2_tid2013_mean": 0.2828062375386556, "iqa_v2_tid2013_min": 0.2828062375386556, "iqa_v2_tid2013_max": 0.2828062375386556, "iqa_v2_kadid10k_mean": 0.3885498046875, "iqa_v2_kadid10k_min": 0.3885498046875, "iqa_v2_kadid10k_max": 0.3885498046875, "iqa_v2_flive_mean": 0.6445870447640468, "iqa_v2_flive_min": 0.6445870447640468, "iqa_v2_flive_max": 0.6445870447640468, "iqa_v2_spaq_mean": 0.5501564102943498, "iqa_v2_spaq_min": 0.5501564102943498, "iqa_v2_spaq_max": 0.5501564102943498, "iqa_v2_clive_mean": 0.5037657227179018, "iqa_v2_clive_min": 0.5037657227179018, "iqa_v2_clive_max": 0.5037657227179018, "iqa_v2_koniq10k_mean": 0.5292882822980784, "iqa_v2_koniq10k_min": 0.5292882822980784, "iqa_v2_koniq10k_max": 0.5292882822980784, "imdecont": { "jpg": 0.39588266611099243 }, "imdecont_image_match": { "jpg": 189408 }, "imdecont_max": 0.39588266611099243, "imdecont_mean": 0.39588266611099243, "imdecont_min": 0.39588266611099243, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.453125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.453125, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.453125, "clip_score_dfn_public_prev_turn_only_min": 2.6328125, "clip_score_dfn_public_prev_turn_only_mean": 2.6328125, "clip_score_dfn_public_prev_turn_only_max": 2.6328125, "clip_score_siglip2_b16_224_prev_turn_only_min": -11.234375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -11.234375, "clip_score_siglip2_b16_224_prev_turn_only_max": -11.234375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 16.5625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 16.5625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 16.5625, "clip_score_clip_vitl14_224_next_turn_only_min": 22.0625, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.0625, "clip_score_clip_vitl14_224_next_turn_only_max": 22.0625, "clip_score_dfn_public_next_turn_only_min": 3.13671875, "clip_score_dfn_public_next_turn_only_mean": 3.13671875, "clip_score_dfn_public_next_turn_only_max": 3.13671875, "clip_score_siglip2_b16_224_next_turn_only_min": -12.765625, "clip_score_siglip2_b16_224_next_turn_only_mean": -12.765625, "clip_score_siglip2_b16_224_next_turn_only_max": -12.765625, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.578125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.578125, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.578125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.125, "clip_score_dfn_public_prev_and_next_turn_min": 2.462890625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.462890625, "clip_score_dfn_public_prev_and_next_turn_max": 2.462890625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -8.140625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -8.140625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -8.140625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.984375, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4558.88 }, "im_clarity_mean": 4558.88, "im_clarity_min": 4558.88, "im_clarity_max": 4558.88, "im_luma": { "jpg": 201.39 }, "im_luma_mean": 201.39, "im_luma_min": 201.39, "im_luma_max": 201.39, "im_saturation": { "jpg": 0.38 }, "im_saturation_mean": 0.38, "im_saturation_min": 0.38, "im_saturation_max": 0.38, "im_entropy": { "jpg": 5.21 }, "im_entropy_mean": 5.21, "im_entropy_min": 5.21, "im_entropy_max": 5.21, "unifilter_score_qwen2_5_1_5b": 1.37109375, "unifilter_score_qwen3_0_6b": -0.01557159423828125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9016629457473755, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.025349339470267296, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.010656447149813175, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.20140525698661804, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.32983341813087463, "text_quality_nvidia_domain_label": "Books_and_Literature", "text_quality_nvidia_domain_score": 0.6251089572906494, "text_quality_nvidia_edu_nemotron4_score": 1.890625, "text_quality_nvidia_edu_mixtral_score": 1.3955078125, "text_quality_dclmbaseline_fasttext_score": 0.9765911102294922, "text_quality_dolma3_fasttext_score": 0.9983680844306946, "custom_fasttext_val_fasttext_score": 0.0001875758171081543, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 1.52587890625e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.21875, "within_sample_repetition_detection": 4.0 }, "9": { "detoxify": 1, "length_chars": 513, "length_tokens": 2725, "length_tokens_text_only": 422, "length_tokens_trainable_only": 358, "length_images": 1, "iqa_live_mean": 0.4288849878792811, "iqa_live_min": 0.4288849878792811, "iqa_live_max": 0.4288849878792811, "iqa_csiq_mean": 0.590885579586029, "iqa_csiq_min": 0.590885579586029, "iqa_csiq_max": 0.590885579586029, "iqa_tid2013_mean": 0.3111265500386556, "iqa_tid2013_min": 0.3111265500386556, "iqa_tid2013_max": 0.3111265500386556, "iqa_kadid10k_mean": 0.2869873046875, "iqa_kadid10k_min": 0.2869873046875, "iqa_kadid10k_max": 0.2869873046875, "iqa_flive_mean": 0.6019857387350064, "iqa_flive_min": 0.6019857387350064, "iqa_flive_max": 0.6019857387350064, "iqa_spaq_mean": 0.4845097089054609, "iqa_spaq_min": 0.4845097089054609, "iqa_spaq_max": 0.4845097089054609, "iqa_clive_mean": 0.4037025914047704, "iqa_clive_min": 0.4037025914047704, "iqa_clive_max": 0.4037025914047704, "iqa_koniq10k_mean": 0.4779151762374724, "iqa_koniq10k_min": 0.4779151762374724, "iqa_koniq10k_max": 0.4779151762374724, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.6909872889518738 }, { "lang": "en", "score": 0.09782933443784714 }, { "lang": "ko", "score": 0.028681814670562744 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4288849878792811, "iqa_v2_live_min": 0.4288849878792811, "iqa_v2_live_max": 0.4288849878792811, "iqa_v2_csiq_mean": 0.590885579586029, "iqa_v2_csiq_min": 0.590885579586029, "iqa_v2_csiq_max": 0.590885579586029, "iqa_v2_tid2013_mean": 0.3111265500386556, "iqa_v2_tid2013_min": 0.3111265500386556, "iqa_v2_tid2013_max": 0.3111265500386556, "iqa_v2_kadid10k_mean": 0.2869873046875, "iqa_v2_kadid10k_min": 0.2869873046875, "iqa_v2_kadid10k_max": 0.2869873046875, "iqa_v2_flive_mean": 0.6020054672703599, "iqa_v2_flive_min": 0.6020054672703599, "iqa_v2_flive_max": 0.6020054672703599, "iqa_v2_spaq_mean": 0.4846576729206124, "iqa_v2_spaq_min": 0.4846576729206124, "iqa_v2_spaq_max": 0.4846576729206124, "iqa_v2_clive_mean": 0.4037815055461845, "iqa_v2_clive_min": 0.4037815055461845, "iqa_v2_clive_max": 0.4037815055461845, "iqa_v2_koniq10k_mean": 0.4779151762374724, "iqa_v2_koniq10k_min": 0.4779151762374724, "iqa_v2_koniq10k_max": 0.4779151762374724, "imdecont": { "jpg": 0.3351081609725952 }, "imdecont_image_match": { "jpg": 189649 }, "imdecont_max": 0.3351081609725952, "imdecont_mean": 0.3351081609725952, "imdecont_min": 0.3351081609725952, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.6875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.6875, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.6875, "clip_score_dfn_public_prev_turn_only_min": 2.359375, "clip_score_dfn_public_prev_turn_only_mean": 2.359375, "clip_score_dfn_public_prev_turn_only_max": 2.359375, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.5390625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.5390625, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.5390625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.90625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.90625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.90625, "clip_score_clip_vitl14_224_next_turn_only_min": 25.75, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.75, "clip_score_clip_vitl14_224_next_turn_only_max": 25.75, "clip_score_dfn_public_next_turn_only_min": 0.61279296875, "clip_score_dfn_public_next_turn_only_mean": 0.61279296875, "clip_score_dfn_public_next_turn_only_max": 0.61279296875, "clip_score_siglip2_b16_224_next_turn_only_min": -4.03125, "clip_score_siglip2_b16_224_next_turn_only_mean": -4.03125, "clip_score_siglip2_b16_224_next_turn_only_max": -4.03125, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.453125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.453125, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.453125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.0, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.0, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.0, "clip_score_dfn_public_prev_and_next_turn_min": 1.072265625, "clip_score_dfn_public_prev_and_next_turn_mean": 1.072265625, "clip_score_dfn_public_prev_and_next_turn_max": 1.072265625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.3359375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.3359375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.3359375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.71875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.71875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.71875, "im_height": { "jpg": 2160 }, "im_height_mean": 2160.0, "im_height_min": 2160, "im_height_max": 2160, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5 }, "im_ar_mean": 0.5, "im_ar_min": 0.5, "im_ar_max": 0.5, "im_kilobytes": { "jpg": 6834.38 }, "im_kilobytes_mean": 6834.38, "im_kilobytes_min": 6834.38, "im_kilobytes_max": 6834.38, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2025.51 }, "im_clarity_mean": 2025.51, "im_clarity_min": 2025.51, "im_clarity_max": 2025.51, "im_luma": { "jpg": 216.39 }, "im_luma_mean": 216.39, "im_luma_min": 216.39, "im_luma_max": 216.39, "im_saturation": { "jpg": 2.95 }, "im_saturation_mean": 2.95, "im_saturation_min": 2.95, "im_saturation_max": 2.95, "im_entropy": { "jpg": 3.67 }, "im_entropy_mean": 3.67, "im_entropy_min": 3.67, "im_entropy_max": 3.67, "unifilter_score_qwen2_5_1_5b": 0.478271484375, "unifilter_score_qwen3_0_6b": -0.84716796875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.6909872889518738, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.09782933443784714, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.028681814670562744, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.19213145971298218, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.4322010278701782, "text_quality_nvidia_domain_label": "Jobs_and_Education", "text_quality_nvidia_domain_score": 0.9990416169166565, "text_quality_nvidia_edu_nemotron4_score": 1.48828125, "text_quality_nvidia_edu_mixtral_score": 1.3369140625, "text_quality_dclmbaseline_fasttext_score": 0.9999529123306274, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 3.123283386230469e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0001010894775390625, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.28125, "within_sample_repetition_detection": 0.0 }, "1": { "detoxify": 1, "length_chars": 356, "length_tokens": 2569, "length_tokens_text_only": 265, "length_tokens_trainable_only": 201, "length_images": 1, "iqa_live_mean": 0.27673848470052076, "iqa_live_min": 0.27673848470052076, "iqa_live_max": 0.27673848470052076, "iqa_csiq_mean": 0.49176448583602905, "iqa_csiq_min": 0.49176448583602905, "iqa_csiq_max": 0.49176448583602905, "iqa_tid2013_mean": 0.20055797364976669, "iqa_tid2013_min": 0.20055797364976669, "iqa_tid2013_max": 0.20055797364976669, "iqa_kadid10k_mean": 0.2125244140625, "iqa_kadid10k_min": 0.2125244140625, "iqa_kadid10k_max": 0.2125244140625, "iqa_flive_mean": 0.5890832766137942, "iqa_flive_min": 0.5890832766137942, "iqa_flive_max": 0.5890832766137942, "iqa_spaq_mean": 0.5165784431226326, "iqa_spaq_min": 0.5165784431226326, "iqa_spaq_max": 0.5165784431226326, "iqa_clive_mean": 0.3548941949401239, "iqa_clive_min": 0.3548941949401239, "iqa_clive_max": 0.3548941949401239, "iqa_koniq10k_mean": 0.47097073179302795, "iqa_koniq10k_min": 0.47097073179302795, "iqa_koniq10k_max": 0.47097073179302795, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8588193655014038 }, { "lang": "en", "score": 0.040401771664619446 }, { "lang": "ja", "score": 0.019829167053103447 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.27673848470052076, "iqa_v2_live_min": 0.27673848470052076, "iqa_v2_live_max": 0.27673848470052076, "iqa_v2_csiq_mean": 0.49176448583602905, "iqa_v2_csiq_min": 0.49176448583602905, "iqa_v2_csiq_max": 0.49176448583602905, "iqa_v2_tid2013_mean": 0.20055797364976669, "iqa_v2_tid2013_min": 0.20055797364976669, "iqa_v2_tid2013_max": 0.20055797364976669, "iqa_v2_kadid10k_mean": 0.2125244140625, "iqa_v2_kadid10k_min": 0.2125244140625, "iqa_v2_kadid10k_max": 0.2125244140625, "iqa_v2_flive_mean": 0.5890832766137942, "iqa_v2_flive_min": 0.5890832766137942, "iqa_v2_flive_max": 0.5890832766137942, "iqa_v2_spaq_mean": 0.5165784431226326, "iqa_v2_spaq_min": 0.5165784431226326, "iqa_v2_spaq_max": 0.5165784431226326, "iqa_v2_clive_mean": 0.3548941949401239, "iqa_v2_clive_min": 0.3548941949401239, "iqa_v2_clive_max": 0.3548941949401239, "iqa_v2_koniq10k_mean": 0.47097073179302795, "iqa_v2_koniq10k_min": 0.47097073179302795, "iqa_v2_koniq10k_max": 0.47097073179302795, "imdecont": { "jpg": 0.4438716173171997 }, "imdecont_image_match": { "jpg": 215263 }, "imdecont_max": 0.4438716173171997, "imdecont_mean": 0.4438716173171997, "imdecont_min": 0.4438716173171997, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.375, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.375, "clip_score_dfn_public_prev_turn_only_min": 2.71484375, "clip_score_dfn_public_prev_turn_only_mean": 2.71484375, "clip_score_dfn_public_prev_turn_only_max": 2.71484375, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.6796875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.6796875, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.6796875, "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": 21.65625, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.65625, "clip_score_clip_vitl14_224_next_turn_only_max": 21.65625, "clip_score_dfn_public_next_turn_only_min": 3.103515625, "clip_score_dfn_public_next_turn_only_mean": 3.103515625, "clip_score_dfn_public_next_turn_only_max": 3.103515625, "clip_score_siglip2_b16_224_next_turn_only_min": -4.3515625, "clip_score_siglip2_b16_224_next_turn_only_mean": -4.3515625, "clip_score_siglip2_b16_224_next_turn_only_max": -4.3515625, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.015625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.015625, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.015625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.421875, "clip_score_dfn_public_prev_and_next_turn_min": 2.57421875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.57421875, "clip_score_dfn_public_prev_and_next_turn_max": 2.57421875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.265625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.265625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.90625, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3355.93 }, "im_clarity_mean": 3355.93, "im_clarity_min": 3355.93, "im_clarity_max": 3355.93, "im_luma": { "jpg": 232.94 }, "im_luma_mean": 232.94, "im_luma_min": 232.94, "im_luma_max": 232.94, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 2.14 }, "im_entropy_mean": 2.14, "im_entropy_min": 2.14, "im_entropy_max": 2.14, "unifilter_score_qwen2_5_1_5b": 1.6796875, "unifilter_score_qwen3_0_6b": 0.2744140625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8588193655014038, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.040401771664619446, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.019829167053103447, "text_quality_weborganizer_topic_label": "Social Life", "text_quality_weborganizer_topic_score": 0.5511634349822998, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.5079894661903381, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9822757244110107, "text_quality_nvidia_edu_nemotron4_score": 1.7431640625, "text_quality_nvidia_edu_mixtral_score": 1.6591796875, "text_quality_dclmbaseline_fasttext_score": 0.9999984502792358, "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": 2.5033950805664062e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.453125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.015625, "within_sample_repetition_detection": 4.0 }, "7": { "detoxify": 1, "length_chars": 422, "length_tokens": 2633, "length_tokens_text_only": 330, "length_tokens_trainable_only": 267, "length_images": 1, "iqa_live_mean": 0.27216146449850054, "iqa_live_min": 0.27216146449850054, "iqa_live_max": 0.27216146449850054, "iqa_csiq_mean": 0.47293514013290405, "iqa_csiq_min": 0.47293514013290405, "iqa_csiq_max": 0.47293514013290405, "iqa_tid2013_mean": 0.22616561253865558, "iqa_tid2013_min": 0.22616561253865558, "iqa_tid2013_max": 0.22616561253865558, "iqa_kadid10k_mean": 0.2965087890625, "iqa_kadid10k_min": 0.2965087890625, "iqa_kadid10k_max": 0.2965087890625, "iqa_flive_mean": 0.5615027841895518, "iqa_flive_min": 0.5615027841895518, "iqa_flive_max": 0.5615027841895518, "iqa_spaq_mean": 0.49512273615056823, "iqa_spaq_min": 0.49512273615056823, "iqa_spaq_max": 0.49512273615056823, "iqa_clive_mean": 0.3967186898896189, "iqa_clive_min": 0.3967186898896189, "iqa_clive_max": 0.3967186898896189, "iqa_koniq10k_mean": 0.4449290651263613, "iqa_koniq10k_min": 0.4449290651263613, "iqa_koniq10k_max": 0.4449290651263613, "zero_sequence_filter": 3, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.84428870677948 }, { "lang": "en", "score": 0.04751460626721382 }, { "lang": "ja", "score": 0.015068218111991882 } ], "digit_sequence_filter": 3, "iqa_v2_live_mean": 0.27216146449850054, "iqa_v2_live_min": 0.27216146449850054, "iqa_v2_live_max": 0.27216146449850054, "iqa_v2_csiq_mean": 0.47293514013290405, "iqa_v2_csiq_min": 0.47293514013290405, "iqa_v2_csiq_max": 0.47293514013290405, "iqa_v2_tid2013_mean": 0.22616561253865558, "iqa_v2_tid2013_min": 0.22616561253865558, "iqa_v2_tid2013_max": 0.22616561253865558, "iqa_v2_kadid10k_mean": 0.2965087890625, "iqa_v2_kadid10k_min": 0.2965087890625, "iqa_v2_kadid10k_max": 0.2965087890625, "iqa_v2_flive_mean": 0.5615027841895518, "iqa_v2_flive_min": 0.5615027841895518, "iqa_v2_flive_max": 0.5615027841895518, "iqa_v2_spaq_mean": 0.49512289027975065, "iqa_v2_spaq_min": 0.49512289027975065, "iqa_v2_spaq_max": 0.49512289027975065, "iqa_v2_clive_mean": 0.3967186898896189, "iqa_v2_clive_min": 0.3967186898896189, "iqa_v2_clive_max": 0.3967186898896189, "iqa_v2_koniq10k_mean": 0.4449290651263613, "iqa_v2_koniq10k_min": 0.4449290651263613, "iqa_v2_koniq10k_max": 0.4449290651263613, "imdecont": { "jpg": 0.43623530864715576 }, "imdecont_image_match": { "jpg": 189211 }, "imdecont_max": 0.43623530864715576, "imdecont_mean": 0.43623530864715576, "imdecont_min": 0.43623530864715576, "clip_score_clip_vitl14_224_prev_turn_only_min": 14.8828125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 14.8828125, "clip_score_clip_vitl14_224_prev_turn_only_max": 14.8828125, "clip_score_dfn_public_prev_turn_only_min": 2.41796875, "clip_score_dfn_public_prev_turn_only_mean": 2.41796875, "clip_score_dfn_public_prev_turn_only_max": 2.41796875, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.5, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.5, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.5, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.390625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.390625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.390625, "clip_score_clip_vitl14_224_next_turn_only_min": 19.859375, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.859375, "clip_score_clip_vitl14_224_next_turn_only_max": 19.859375, "clip_score_dfn_public_next_turn_only_min": 2.990234375, "clip_score_dfn_public_next_turn_only_mean": 2.990234375, "clip_score_dfn_public_next_turn_only_max": 2.990234375, "clip_score_siglip2_b16_224_next_turn_only_min": -8.5859375, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.5859375, "clip_score_siglip2_b16_224_next_turn_only_max": -8.5859375, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.40625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.40625, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.140625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.140625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.140625, "clip_score_dfn_public_prev_and_next_turn_min": 3.689453125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.689453125, "clip_score_dfn_public_prev_and_next_turn_max": 3.689453125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.2734375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.2734375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.2734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.5625, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3493.46 }, "im_clarity_mean": 3493.46, "im_clarity_min": 3493.46, "im_clarity_max": 3493.46, "im_luma": { "jpg": 213.9 }, "im_luma_mean": 213.9, "im_luma_min": 213.9, "im_luma_max": 213.9, "im_saturation": { "jpg": 2.52 }, "im_saturation_mean": 2.52, "im_saturation_min": 2.52, "im_saturation_max": 2.52, "im_entropy": { "jpg": 2.67 }, "im_entropy_mean": 2.67, "im_entropy_min": 2.67, "im_entropy_max": 2.67, "unifilter_score_qwen2_5_1_5b": -0.35498046875, "unifilter_score_qwen3_0_6b": 0.69873046875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.84428870677948, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.04751460626721382, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.015068218111991882, "text_quality_weborganizer_topic_label": "Crime & Law", "text_quality_weborganizer_topic_score": 0.3760751783847809, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.4551437199115753, "text_quality_nvidia_domain_label": "Beauty_and_Fitness", "text_quality_nvidia_domain_score": 0.9944474697113037, "text_quality_nvidia_edu_nemotron4_score": 1.671875, "text_quality_nvidia_edu_mixtral_score": 1.0634765625, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 2.384185791015625e-07, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 2.384185791015625e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.78125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.59375, "within_sample_repetition_detection": 4.0 }, "8": { "detoxify": 1, "length_chars": 597, "length_tokens": 2745, "length_tokens_text_only": 442, "length_tokens_trainable_only": 378, "length_images": 1, "iqa_live_mean": 0.3161955554075915, "iqa_live_min": 0.3161955554075915, "iqa_live_max": 0.3161955554075915, "iqa_csiq_mean": 0.537540853023529, "iqa_csiq_min": 0.537540853023529, "iqa_csiq_max": 0.537540853023529, "iqa_tid2013_mean": 0.24656491809421113, "iqa_tid2013_min": 0.24656491809421113, "iqa_tid2013_max": 0.24656491809421113, "iqa_kadid10k_mean": 0.2740478515625, "iqa_kadid10k_min": 0.2740478515625, "iqa_kadid10k_max": 0.2740478515625, "iqa_flive_mean": 0.6189720076744003, "iqa_flive_min": 0.6189720076744003, "iqa_flive_max": 0.6189720076744003, "iqa_spaq_mean": 0.5141912903448549, "iqa_spaq_min": 0.5141912903448549, "iqa_spaq_max": 0.5141912903448549, "iqa_clive_mean": 0.32253939696032596, "iqa_clive_min": 0.32253939696032596, "iqa_clive_max": 0.32253939696032596, "iqa_koniq10k_mean": 0.4809139136112098, "iqa_koniq10k_min": 0.4809139136112098, "iqa_koniq10k_max": 0.4809139136112098, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8956668376922607 }, { "lang": "en", "score": 0.024733636528253555 }, { "lang": "ko", "score": 0.012083849869668484 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3161955554075915, "iqa_v2_live_min": 0.3161955554075915, "iqa_v2_live_max": 0.3161955554075915, "iqa_v2_csiq_mean": 0.537540853023529, "iqa_v2_csiq_min": 0.537540853023529, "iqa_v2_csiq_max": 0.537540853023529, "iqa_v2_tid2013_mean": 0.24656491809421113, "iqa_v2_tid2013_min": 0.24656491809421113, "iqa_v2_tid2013_max": 0.24656491809421113, "iqa_v2_kadid10k_mean": 0.2740478515625, "iqa_v2_kadid10k_min": 0.2740478515625, "iqa_v2_kadid10k_max": 0.2740478515625, "iqa_v2_flive_mean": 0.6189720076744003, "iqa_v2_flive_min": 0.6189720076744003, "iqa_v2_flive_max": 0.6189720076744003, "iqa_v2_spaq_mean": 0.5141912903448549, "iqa_v2_spaq_min": 0.5141912903448549, "iqa_v2_spaq_max": 0.5141912903448549, "iqa_v2_clive_mean": 0.32253939696032596, "iqa_v2_clive_min": 0.32253939696032596, "iqa_v2_clive_max": 0.32253939696032596, "iqa_v2_koniq10k_mean": 0.4809139136112098, "iqa_v2_koniq10k_min": 0.4809139136112098, "iqa_v2_koniq10k_max": 0.4809139136112098, "imdecont": { "jpg": 0.45989900827407837 }, "imdecont_image_match": { "jpg": 105021 }, "imdecont_max": 0.45989900827407837, "imdecont_mean": 0.45989900827407837, "imdecont_min": 0.45989900827407837, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.3203125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.3203125, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.3203125, "clip_score_dfn_public_prev_turn_only_min": 3.41796875, "clip_score_dfn_public_prev_turn_only_mean": 3.41796875, "clip_score_dfn_public_prev_turn_only_max": 3.41796875, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.6796875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.6796875, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.6796875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.53125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.53125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.53125, "clip_score_clip_vitl14_224_next_turn_only_min": 26.125, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.125, "clip_score_clip_vitl14_224_next_turn_only_max": 26.125, "clip_score_dfn_public_next_turn_only_min": 2.30078125, "clip_score_dfn_public_next_turn_only_mean": 2.30078125, "clip_score_dfn_public_next_turn_only_max": 2.30078125, "clip_score_siglip2_b16_224_next_turn_only_min": -4.1015625, "clip_score_siglip2_b16_224_next_turn_only_mean": -4.1015625, "clip_score_siglip2_b16_224_next_turn_only_max": -4.1015625, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.359375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.359375, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.359375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.296875, "clip_score_dfn_public_prev_and_next_turn_min": 2.15625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.15625, "clip_score_dfn_public_prev_and_next_turn_max": 2.15625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.96875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.96875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.8125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.8125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.8125, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4695.16 }, "im_clarity_mean": 4695.16, "im_clarity_min": 4695.16, "im_clarity_max": 4695.16, "im_luma": { "jpg": 236.9 }, "im_luma_mean": 236.9, "im_luma_min": 236.9, "im_luma_max": 236.9, "im_saturation": { "jpg": 0.17 }, "im_saturation_mean": 0.17, "im_saturation_min": 0.17, "im_saturation_max": 0.17, "im_entropy": { "jpg": 2.22 }, "im_entropy_mean": 2.22, "im_entropy_min": 2.22, "im_entropy_max": 2.22, "unifilter_score_qwen2_5_1_5b": -0.08978271484375, "unifilter_score_qwen3_0_6b": 0.04608154296875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8956668376922607, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.024733636528253555, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.012083849869668484, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.2897370457649231, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.2856564521789551, "text_quality_nvidia_domain_label": "Sensitive_Subjects", "text_quality_nvidia_domain_score": 0.9850274324417114, "text_quality_nvidia_edu_nemotron4_score": 1.5791015625, "text_quality_nvidia_edu_mixtral_score": 1.1318359375, "text_quality_dclmbaseline_fasttext_score": 0.9096217751502991, "text_quality_dolma3_fasttext_score": 0.9999908208847046, "custom_fasttext_val_fasttext_score": 3.230571746826172e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00028318166732788086, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 4.0 }, "2": { "detoxify": 1, "length_chars": 354, "length_tokens": 2595, "length_tokens_text_only": 291, "length_tokens_trainable_only": 232, "length_images": 1, "iqa_live_mean": 0.2825781311651673, "iqa_live_min": 0.2825781311651673, "iqa_live_max": 0.2825781311651673, "iqa_csiq_mean": 0.522221028804779, "iqa_csiq_min": 0.522221028804779, "iqa_csiq_max": 0.522221028804779, "iqa_tid2013_mean": 0.20728540420532227, "iqa_tid2013_min": 0.20728540420532227, "iqa_tid2013_max": 0.20728540420532227, "iqa_kadid10k_mean": 0.2208251953125, "iqa_kadid10k_min": 0.2208251953125, "iqa_kadid10k_max": 0.2208251953125, "iqa_flive_mean": 0.6180053094420771, "iqa_flive_min": 0.6180053094420771, "iqa_flive_max": 0.6180053094420771, "iqa_spaq_mean": 0.5434487082741478, "iqa_spaq_min": 0.5434487082741478, "iqa_spaq_max": 0.5434487082741478, "iqa_clive_mean": 0.3715450787785078, "iqa_clive_min": 0.3715450787785078, "iqa_clive_max": 0.3715450787785078, "iqa_koniq10k_mean": 0.45589813078292696, "iqa_koniq10k_min": 0.45589813078292696, "iqa_koniq10k_max": 0.45589813078292696, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8438572883605957 }, { "lang": "en", "score": 0.03867510333657265 }, { "lang": "ja", "score": 0.02861030027270317 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.2825781311651673, "iqa_v2_live_min": 0.2825781311651673, "iqa_v2_live_max": 0.2825781311651673, "iqa_v2_csiq_mean": 0.522221028804779, "iqa_v2_csiq_min": 0.522221028804779, "iqa_v2_csiq_max": 0.522221028804779, "iqa_v2_tid2013_mean": 0.20728540420532227, "iqa_v2_tid2013_min": 0.20728540420532227, "iqa_v2_tid2013_max": 0.20728540420532227, "iqa_v2_kadid10k_mean": 0.2208251953125, "iqa_v2_kadid10k_min": 0.2208251953125, "iqa_v2_kadid10k_max": 0.2208251953125, "iqa_v2_flive_mean": 0.6180053094420771, "iqa_v2_flive_min": 0.6180053094420771, "iqa_v2_flive_max": 0.6180053094420771, "iqa_v2_spaq_mean": 0.5434487082741478, "iqa_v2_spaq_min": 0.5434487082741478, "iqa_v2_spaq_max": 0.5434487082741478, "iqa_v2_clive_mean": 0.3715450787785078, "iqa_v2_clive_min": 0.3715450787785078, "iqa_v2_clive_max": 0.3715450787785078, "iqa_v2_koniq10k_mean": 0.45589813078292696, "iqa_v2_koniq10k_min": 0.45589813078292696, "iqa_v2_koniq10k_max": 0.45589813078292696, "imdecont": { "jpg": 0.38036656379699707 }, "imdecont_image_match": { "jpg": 73099 }, "imdecont_max": 0.38036656379699707, "imdecont_mean": 0.38036656379699707, "imdecont_min": 0.38036656379699707, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.421875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.421875, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.421875, "clip_score_dfn_public_prev_turn_only_min": 2.173828125, "clip_score_dfn_public_prev_turn_only_mean": 2.173828125, "clip_score_dfn_public_prev_turn_only_max": 2.173828125, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.109375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.109375, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.109375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.6875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.6875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.6875, "clip_score_clip_vitl14_224_next_turn_only_min": 23.609375, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.609375, "clip_score_clip_vitl14_224_next_turn_only_max": 23.609375, "clip_score_dfn_public_next_turn_only_min": 3.654296875, "clip_score_dfn_public_next_turn_only_mean": 3.654296875, "clip_score_dfn_public_next_turn_only_max": 3.654296875, "clip_score_siglip2_b16_224_next_turn_only_min": -7.7734375, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.7734375, "clip_score_siglip2_b16_224_next_turn_only_max": -7.7734375, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.703125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.703125, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.109375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.109375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.109375, "clip_score_dfn_public_prev_and_next_turn_min": 2.712890625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.712890625, "clip_score_dfn_public_prev_and_next_turn_max": 2.712890625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.5, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.5, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.5, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.125, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3899.21 }, "im_clarity_mean": 3899.21, "im_clarity_min": 3899.21, "im_clarity_max": 3899.21, "im_luma": { "jpg": 233.45 }, "im_luma_mean": 233.45, "im_luma_min": 233.45, "im_luma_max": 233.45, "im_saturation": { "jpg": 0.13 }, "im_saturation_mean": 0.13, "im_saturation_min": 0.13, "im_saturation_max": 0.13, "im_entropy": { "jpg": 2.32 }, "im_entropy_mean": 2.32, "im_entropy_min": 2.32, "im_entropy_max": 2.32, "unifilter_score_qwen2_5_1_5b": 1.849609375, "unifilter_score_qwen3_0_6b": 5.171875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8438572883605957, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.03867510333657265, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.02861030027270317, "text_quality_weborganizer_topic_label": "Social Life", "text_quality_weborganizer_topic_score": 0.23571079969406128, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.5256804823875427, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.9441215991973877, "text_quality_nvidia_edu_nemotron4_score": 0.3154296875, "text_quality_nvidia_edu_mixtral_score": 0.11492919921875, "text_quality_dclmbaseline_fasttext_score": 0.35663527250289917, "text_quality_dolma3_fasttext_score": 0.006777763366699219, "custom_fasttext_val_fasttext_score": 1.4424324035644531e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0, "custom_fasttext_core_clean_fasttext_score": 8.487701416015625e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.53125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.859375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.671875, "within_sample_repetition_detection": 4.0 }, "12": { "detoxify": 1, "length_chars": 471, "length_tokens": 2686, "length_tokens_text_only": 383, "length_tokens_trainable_only": 319, "length_images": 1, "iqa_live_mean": 0.6329569575762508, "iqa_live_min": 0.6329569575762508, "iqa_live_max": 0.6329569575762508, "iqa_csiq_mean": 0.786930501461029, "iqa_csiq_min": 0.786930501461029, "iqa_csiq_max": 0.786930501461029, "iqa_tid2013_mean": 0.4271204736497667, "iqa_tid2013_min": 0.4271204736497667, "iqa_tid2013_max": 0.4271204736497667, "iqa_kadid10k_mean": 0.4456787109375, "iqa_kadid10k_min": 0.4456787109375, "iqa_kadid10k_max": 0.4456787109375, "iqa_flive_mean": 0.6315785417653094, "iqa_flive_min": 0.6315785417653094, "iqa_flive_max": 0.6315785417653094, "iqa_spaq_mean": 0.5159865870620266, "iqa_spaq_min": 0.5159865870620266, "iqa_spaq_max": 0.5159865870620266, "iqa_clive_mean": 0.4579560636269926, "iqa_clive_min": 0.4579560636269926, "iqa_clive_max": 0.4579560636269926, "iqa_koniq10k_mean": 0.5627478782576745, "iqa_koniq10k_min": 0.5627478782576745, "iqa_koniq10k_max": 0.5627478782576745, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8746976256370544 }, { "lang": "en", "score": 0.02935967408120632 }, { "lang": "ja", "score": 0.01331888884305954 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.6329569575762508, "iqa_v2_live_min": 0.6329569575762508, "iqa_v2_live_max": 0.6329569575762508, "iqa_v2_csiq_mean": 0.786930501461029, "iqa_v2_csiq_min": 0.786930501461029, "iqa_v2_csiq_max": 0.786930501461029, "iqa_v2_tid2013_mean": 0.4271204736497667, "iqa_v2_tid2013_min": 0.4271204736497667, "iqa_v2_tid2013_max": 0.4271204736497667, "iqa_v2_kadid10k_mean": 0.4456787109375, "iqa_v2_kadid10k_min": 0.4456787109375, "iqa_v2_kadid10k_max": 0.4456787109375, "iqa_v2_flive_mean": 0.6315785417653094, "iqa_v2_flive_min": 0.6315785417653094, "iqa_v2_flive_max": 0.6315785417653094, "iqa_v2_spaq_mean": 0.5159865870620266, "iqa_v2_spaq_min": 0.5159865870620266, "iqa_v2_spaq_max": 0.5159865870620266, "iqa_v2_clive_mean": 0.4579560636269926, "iqa_v2_clive_min": 0.4579560636269926, "iqa_v2_clive_max": 0.4579560636269926, "iqa_v2_koniq10k_mean": 0.5627478782576745, "iqa_v2_koniq10k_min": 0.5627478782576745, "iqa_v2_koniq10k_max": 0.5627478782576745, "imdecont": { "jpg": 0.40164172649383545 }, "imdecont_image_match": { "jpg": 189319 }, "imdecont_max": 0.40164172649383545, "imdecont_mean": 0.40164172649383545, "imdecont_min": 0.40164172649383545, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.609375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.609375, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.609375, "clip_score_dfn_public_prev_turn_only_min": 2.74609375, "clip_score_dfn_public_prev_turn_only_mean": 2.74609375, "clip_score_dfn_public_prev_turn_only_max": 2.74609375, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.7734375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.7734375, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.7734375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.21875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.21875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.21875, "clip_score_clip_vitl14_224_next_turn_only_min": 23.375, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.375, "clip_score_clip_vitl14_224_next_turn_only_max": 23.375, "clip_score_dfn_public_next_turn_only_min": 1.2900390625, "clip_score_dfn_public_next_turn_only_mean": 1.2900390625, "clip_score_dfn_public_next_turn_only_max": 1.2900390625, "clip_score_siglip2_b16_224_next_turn_only_min": -6.1015625, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.1015625, "clip_score_siglip2_b16_224_next_turn_only_max": -6.1015625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.921875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.921875, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.4375, "clip_score_dfn_public_prev_and_next_turn_min": 2.31640625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.31640625, "clip_score_dfn_public_prev_and_next_turn_max": 2.31640625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.0078125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.0078125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.0078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.078125, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2264.02 }, "im_clarity_mean": 2264.02, "im_clarity_min": 2264.02, "im_clarity_max": 2264.02, "im_luma": { "jpg": 229.4 }, "im_luma_mean": 229.4, "im_luma_min": 229.4, "im_luma_max": 229.4, "im_saturation": { "jpg": 41.8 }, "im_saturation_mean": 41.8, "im_saturation_min": 41.8, "im_saturation_max": 41.8, "im_entropy": { "jpg": 3.69 }, "im_entropy_mean": 3.69, "im_entropy_min": 3.69, "im_entropy_max": 3.69, "unifilter_score_qwen2_5_1_5b": 3.64453125, "unifilter_score_qwen3_0_6b": -0.0657958984375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8746976256370544, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.02935967408120632, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.01331888884305954, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.23177890479564667, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.8810597658157349, "text_quality_nvidia_domain_label": "Books_and_Literature", "text_quality_nvidia_domain_score": 0.8569536805152893, "text_quality_nvidia_edu_nemotron4_score": 1.4619140625, "text_quality_nvidia_edu_mixtral_score": 1.1591796875, "text_quality_dclmbaseline_fasttext_score": 0.9413588643074036, "text_quality_dolma3_fasttext_score": 0.9998842477798462, "custom_fasttext_val_fasttext_score": 1.6808509826660156e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.000641167163848877, "custom_fasttext_core_clean_fasttext_score": 7.987022399902344e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.859375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.234375, "within_sample_repetition_detection": 4.0 }, "3": { "detoxify": 1, "length_chars": 532, "length_tokens": 2704, "length_tokens_text_only": 400, "length_tokens_trainable_only": 337, "length_images": 1, "iqa_live_mean": 0.5096634758843315, "iqa_live_min": 0.5096634758843315, "iqa_live_max": 0.5096634758843315, "iqa_csiq_mean": 0.795963704586029, "iqa_csiq_min": 0.795963704586029, "iqa_csiq_max": 0.795963704586029, "iqa_tid2013_mean": 0.28834009170532227, "iqa_tid2013_min": 0.28834009170532227, "iqa_tid2013_max": 0.28834009170532227, "iqa_kadid10k_mean": 0.3836669921875, "iqa_kadid10k_min": 0.3836669921875, "iqa_kadid10k_max": 0.3836669921875, "iqa_flive_mean": 0.6543156787602589, "iqa_flive_min": 0.6543156787602589, "iqa_flive_max": 0.6543156787602589, "iqa_spaq_mean": 0.5394635441327337, "iqa_spaq_min": 0.5394635441327337, "iqa_spaq_max": 0.5394635441327337, "iqa_clive_mean": 0.5439724777684067, "iqa_clive_min": 0.5439724777684067, "iqa_clive_max": 0.5439724777684067, "iqa_koniq10k_mean": 0.5477541913889876, "iqa_koniq10k_min": 0.5477541913889876, "iqa_koniq10k_max": 0.5477541913889876, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9670068025588989 }, { "lang": "en", "score": 0.00875059049576521 }, { "lang": "ko", "score": 0.004236295819282532 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5096634758843315, "iqa_v2_live_min": 0.5096634758843315, "iqa_v2_live_max": 0.5096634758843315, "iqa_v2_csiq_mean": 0.795963704586029, "iqa_v2_csiq_min": 0.795963704586029, "iqa_v2_csiq_max": 0.795963704586029, "iqa_v2_tid2013_mean": 0.28834009170532227, "iqa_v2_tid2013_min": 0.28834009170532227, "iqa_v2_tid2013_max": 0.28834009170532227, "iqa_v2_kadid10k_mean": 0.3836669921875, "iqa_v2_kadid10k_min": 0.3836669921875, "iqa_v2_kadid10k_max": 0.3836669921875, "iqa_v2_flive_mean": 0.6543156787602589, "iqa_v2_flive_min": 0.6543156787602589, "iqa_v2_flive_max": 0.6543156787602589, "iqa_v2_spaq_mean": 0.5394635441327337, "iqa_v2_spaq_min": 0.5394635441327337, "iqa_v2_spaq_max": 0.5394635441327337, "iqa_v2_clive_mean": 0.5439724777684067, "iqa_v2_clive_min": 0.5439724777684067, "iqa_v2_clive_max": 0.5439724777684067, "iqa_v2_koniq10k_mean": 0.5477541913889876, "iqa_v2_koniq10k_min": 0.5477541913889876, "iqa_v2_koniq10k_max": 0.5477541913889876, "imdecont": { "jpg": 0.3568154573440552 }, "imdecont_image_match": { "jpg": 189211 }, "imdecont_max": 0.3568154573440552, "imdecont_mean": 0.3568154573440552, "imdecont_min": 0.3568154573440552, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.265625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.265625, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.265625, "clip_score_dfn_public_prev_turn_only_min": 2.431640625, "clip_score_dfn_public_prev_turn_only_mean": 2.431640625, "clip_score_dfn_public_prev_turn_only_max": 2.431640625, "clip_score_siglip2_b16_224_prev_turn_only_min": -10.078125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -10.078125, "clip_score_siglip2_b16_224_prev_turn_only_max": -10.078125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.15625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.15625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.15625, "clip_score_clip_vitl14_224_next_turn_only_min": 22.015625, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.015625, "clip_score_clip_vitl14_224_next_turn_only_max": 22.015625, "clip_score_dfn_public_next_turn_only_min": 2.587890625, "clip_score_dfn_public_next_turn_only_mean": 2.587890625, "clip_score_dfn_public_next_turn_only_max": 2.587890625, "clip_score_siglip2_b16_224_next_turn_only_min": -10.359375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.359375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.359375, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.734375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.734375, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.328125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.328125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.328125, "clip_score_dfn_public_prev_and_next_turn_min": 3.06640625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.06640625, "clip_score_dfn_public_prev_and_next_turn_max": 3.06640625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -9.765625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -9.765625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -9.765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.5625, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4655.33 }, "im_clarity_mean": 4655.33, "im_clarity_min": 4655.33, "im_clarity_max": 4655.33, "im_luma": { "jpg": 201.34 }, "im_luma_mean": 201.34, "im_luma_min": 201.34, "im_luma_max": 201.34, "im_saturation": { "jpg": 0.38 }, "im_saturation_mean": 0.38, "im_saturation_min": 0.38, "im_saturation_max": 0.38, "im_entropy": { "jpg": 5.22 }, "im_entropy_mean": 5.22, "im_entropy_min": 5.22, "im_entropy_max": 5.22, "unifilter_score_qwen2_5_1_5b": 1.4873046875, "unifilter_score_qwen3_0_6b": 3.095703125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9670068025588989, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.00875059049576521, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.004236295819282532, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.2615833580493927, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.30431419610977173, "text_quality_nvidia_domain_label": "Books_and_Literature", "text_quality_nvidia_domain_score": 0.9533758163452148, "text_quality_nvidia_edu_nemotron4_score": 1.6796875, "text_quality_nvidia_edu_mixtral_score": 1.1845703125, "text_quality_dclmbaseline_fasttext_score": 0.9999713897705078, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 2.5033950805664062e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 7.152557373046875e-07, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.25, "within_sample_repetition_detection": 4.0 }, "14": { "detoxify": 1, "length_chars": 374, "length_tokens": 2576, "length_tokens_text_only": 272, "length_tokens_trainable_only": 207, "length_images": 1, "iqa_live_mean": 0.31556424227627833, "iqa_live_min": 0.31556424227627833, "iqa_live_max": 0.31556424227627833, "iqa_csiq_mean": 0.521122395992279, "iqa_csiq_min": 0.521122395992279, "iqa_csiq_max": 0.521122395992279, "iqa_tid2013_mean": 0.21466387642754448, "iqa_tid2013_min": 0.21466387642754448, "iqa_tid2013_max": 0.21466387642754448, "iqa_kadid10k_mean": 0.2620849609375, "iqa_kadid10k_min": 0.2620849609375, "iqa_kadid10k_max": 0.2620849609375, "iqa_flive_mean": 0.6064641162602589, "iqa_flive_min": 0.6064641162602589, "iqa_flive_max": 0.6064641162602589, "iqa_spaq_mean": 0.5292441628196023, "iqa_spaq_min": 0.5292441628196023, "iqa_spaq_max": 0.5292441628196023, "iqa_clive_mean": 0.36957222524315425, "iqa_clive_min": 0.36957222524315425, "iqa_clive_max": 0.36957222524315425, "iqa_koniq10k_mean": 0.4708918176516138, "iqa_koniq10k_min": 0.4708918176516138, "iqa_koniq10k_max": 0.4708918176516138, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9352322220802307 }, { "lang": "en", "score": 0.01981927454471588 }, { "lang": "ja", "score": 0.013538549654185772 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.31556424227627833, "iqa_v2_live_min": 0.31556424227627833, "iqa_v2_live_max": 0.31556424227627833, "iqa_v2_csiq_mean": 0.521122395992279, "iqa_v2_csiq_min": 0.521122395992279, "iqa_v2_csiq_max": 0.521122395992279, "iqa_v2_tid2013_mean": 0.21466387642754448, "iqa_v2_tid2013_min": 0.21466387642754448, "iqa_v2_tid2013_max": 0.21466387642754448, "iqa_v2_kadid10k_mean": 0.2620849609375, "iqa_v2_kadid10k_min": 0.2620849609375, "iqa_v2_kadid10k_max": 0.2620849609375, "iqa_v2_flive_mean": 0.6064641162602589, "iqa_v2_flive_min": 0.6064641162602589, "iqa_v2_flive_max": 0.6064641162602589, "iqa_v2_spaq_mean": 0.5292441628196023, "iqa_v2_spaq_min": 0.5292441628196023, "iqa_v2_spaq_max": 0.5292441628196023, "iqa_v2_clive_mean": 0.36957222524315425, "iqa_v2_clive_min": 0.36957222524315425, "iqa_v2_clive_max": 0.36957222524315425, "iqa_v2_koniq10k_mean": 0.4708918176516138, "iqa_v2_koniq10k_min": 0.4708918176516138, "iqa_v2_koniq10k_max": 0.4708918176516138, "imdecont": { "jpg": 0.4376720190048218 }, "imdecont_image_match": { "jpg": 189408 }, "imdecont_max": 0.4376720190048218, "imdecont_mean": 0.4376720190048218, "imdecont_min": 0.4376720190048218, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.484375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.484375, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.484375, "clip_score_dfn_public_prev_turn_only_min": 2.25, "clip_score_dfn_public_prev_turn_only_mean": 2.25, "clip_score_dfn_public_prev_turn_only_max": 2.25, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.2421875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.2421875, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.2421875, "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": 25.0, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.0, "clip_score_clip_vitl14_224_next_turn_only_max": 25.0, "clip_score_dfn_public_next_turn_only_min": 2.625, "clip_score_dfn_public_next_turn_only_mean": 2.625, "clip_score_dfn_public_next_turn_only_max": 2.625, "clip_score_siglip2_b16_224_next_turn_only_min": -9.546875, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.546875, "clip_score_siglip2_b16_224_next_turn_only_max": -9.546875, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.859375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.859375, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.6875, "clip_score_dfn_public_prev_and_next_turn_min": 2.578125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.578125, "clip_score_dfn_public_prev_and_next_turn_max": 2.578125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -7.7734375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -7.7734375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -7.7734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.96875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3315.16 }, "im_clarity_mean": 3315.16, "im_clarity_min": 3315.16, "im_clarity_max": 3315.16, "im_luma": { "jpg": 236.6 }, "im_luma_mean": 236.6, "im_luma_min": 236.6, "im_luma_max": 236.6, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 2.08 }, "im_entropy_mean": 2.08, "im_entropy_min": 2.08, "im_entropy_max": 2.08, "unifilter_score_qwen2_5_1_5b": 1.4296875, "unifilter_score_qwen3_0_6b": -3.658203125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9352322220802307, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.01981927454471588, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.013538549654185772, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.40385517477989197, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.32646965980529785, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.5344604253768921, "text_quality_nvidia_edu_nemotron4_score": 1.013671875, "text_quality_nvidia_edu_mixtral_score": 0.65380859375, "text_quality_dclmbaseline_fasttext_score": 0.9968028664588928, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 4.267692565917969e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 7.581710815429688e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.171875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.578125, "within_sample_repetition_detection": 4.0 }, "17": { "detoxify": 1, "length_chars": 479, "length_tokens": 2650, "length_tokens_text_only": 347, "length_tokens_trainable_only": 283, "length_images": 1, "iqa_live_mean": 0.2548003533873895, "iqa_live_min": 0.2548003533873895, "iqa_live_max": 0.2548003533873895, "iqa_csiq_mean": 0.48715633153915405, "iqa_csiq_min": 0.48715633153915405, "iqa_csiq_max": 0.48715633153915405, "iqa_tid2013_mean": 0.25047116809421116, "iqa_tid2013_min": 0.25047116809421116, "iqa_tid2013_max": 0.25047116809421116, "iqa_kadid10k_mean": 0.2557373046875, "iqa_kadid10k_min": 0.2557373046875, "iqa_kadid10k_max": 0.2557373046875, "iqa_flive_mean": 0.5684472286339962, "iqa_flive_min": 0.5684472286339962, "iqa_flive_max": 0.5684472286339962, "iqa_spaq_mean": 0.4468577991832387, "iqa_spaq_min": 0.4468577991832387, "iqa_spaq_max": 0.4468577991832387, "iqa_clive_mean": 0.31930391716234613, "iqa_clive_min": 0.31930391716234613, "iqa_clive_max": 0.31930391716234613, "iqa_koniq10k_mean": 0.42117590856070475, "iqa_koniq10k_min": 0.42117590856070475, "iqa_koniq10k_max": 0.42117590856070475, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8987010717391968 }, { "lang": "en", "score": 0.02481026202440262 }, { "lang": "ja", "score": 0.010870612226426601 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.2548003533873895, "iqa_v2_live_min": 0.2548003533873895, "iqa_v2_live_max": 0.2548003533873895, "iqa_v2_csiq_mean": 0.48718684911727905, "iqa_v2_csiq_min": 0.48718684911727905, "iqa_v2_csiq_max": 0.48718684911727905, "iqa_v2_tid2013_mean": 0.25047116809421116, "iqa_v2_tid2013_min": 0.25047116809421116, "iqa_v2_tid2013_max": 0.25047116809421116, "iqa_v2_kadid10k_mean": 0.2554931640625, "iqa_v2_kadid10k_min": 0.2554931640625, "iqa_v2_kadid10k_max": 0.2554931640625, "iqa_v2_flive_mean": 0.5684077715632891, "iqa_v2_flive_min": 0.5684077715632891, "iqa_v2_flive_max": 0.5684077715632891, "iqa_v2_spaq_mean": 0.4469367133246528, "iqa_v2_spaq_min": 0.4469367133246528, "iqa_v2_spaq_max": 0.4469367133246528, "iqa_v2_clive_mean": 0.31930391716234613, "iqa_v2_clive_min": 0.31930391716234613, "iqa_v2_clive_max": 0.31930391716234613, "iqa_v2_koniq10k_mean": 0.42117590856070475, "iqa_v2_koniq10k_min": 0.42117590856070475, "iqa_v2_koniq10k_max": 0.42117590856070475, "imdecont": { "jpg": 0.4568749666213989 }, "imdecont_image_match": { "jpg": 189211 }, "imdecont_max": 0.4568749666213989, "imdecont_mean": 0.4568749666213989, "imdecont_min": 0.4568749666213989, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.84375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.84375, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.84375, "clip_score_dfn_public_prev_turn_only_min": 1.6591796875, "clip_score_dfn_public_prev_turn_only_mean": 1.6591796875, "clip_score_dfn_public_prev_turn_only_max": 1.6591796875, "clip_score_siglip2_b16_224_prev_turn_only_min": -5.8984375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -5.8984375, "clip_score_siglip2_b16_224_prev_turn_only_max": -5.8984375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.6875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.6875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.6875, "clip_score_clip_vitl14_224_next_turn_only_min": 25.78125, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.78125, "clip_score_clip_vitl14_224_next_turn_only_max": 25.78125, "clip_score_dfn_public_next_turn_only_min": 2.498046875, "clip_score_dfn_public_next_turn_only_mean": 2.498046875, "clip_score_dfn_public_next_turn_only_max": 2.498046875, "clip_score_siglip2_b16_224_next_turn_only_min": -7.1015625, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.1015625, "clip_score_siglip2_b16_224_next_turn_only_max": -7.1015625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.03125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.03125, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.96875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.96875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.96875, "clip_score_dfn_public_prev_and_next_turn_min": 3.384765625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.384765625, "clip_score_dfn_public_prev_and_next_turn_max": 3.384765625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.21875, "im_height": { "jpg": 2160 }, "im_height_mean": 2160.0, "im_height_min": 2160, "im_height_max": 2160, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5 }, "im_ar_mean": 0.5, "im_ar_min": 0.5, "im_ar_max": 0.5, "im_kilobytes": { "jpg": 6834.38 }, "im_kilobytes_mean": 6834.38, "im_kilobytes_min": 6834.38, "im_kilobytes_max": 6834.38, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3114.58 }, "im_clarity_mean": 3114.58, "im_clarity_min": 3114.58, "im_clarity_max": 3114.58, "im_luma": { "jpg": 220.45 }, "im_luma_mean": 220.45, "im_luma_min": 220.45, "im_luma_max": 220.45, "im_saturation": { "jpg": 2.98 }, "im_saturation_mean": 2.98, "im_saturation_min": 2.98, "im_saturation_max": 2.98, "im_entropy": { "jpg": 2.45 }, "im_entropy_mean": 2.45, "im_entropy_min": 2.45, "im_entropy_max": 2.45, "unifilter_score_qwen2_5_1_5b": 1.3193359375, "unifilter_score_qwen3_0_6b": 0.361328125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8987010717391968, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.02481026202440262, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.010870612226426601, "text_quality_weborganizer_topic_label": "Art & Design", "text_quality_weborganizer_topic_score": 0.7602041959762573, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.3880576491355896, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.46432068943977356, "text_quality_nvidia_edu_nemotron4_score": 1.5478515625, "text_quality_nvidia_edu_mixtral_score": 0.95947265625, "text_quality_dclmbaseline_fasttext_score": 0.05972224473953247, "text_quality_dolma3_fasttext_score": 0.9888402819633484, "custom_fasttext_val_fasttext_score": 0.0001538991928100586, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00019675493240356445, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.21875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.84375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.375, "within_sample_repetition_detection": 4.0 }, "16": { "detoxify": 1, "length_chars": 366, "length_tokens": 2569, "length_tokens_text_only": 265, "length_tokens_trainable_only": 201, "length_images": 1, "iqa_live_mean": 0.4450229297984729, "iqa_live_min": 0.4450229297984729, "iqa_live_max": 0.4450229297984729, "iqa_csiq_mean": 0.639713704586029, "iqa_csiq_min": 0.639713704586029, "iqa_csiq_max": 0.639713704586029, "iqa_tid2013_mean": 0.36353540420532227, "iqa_tid2013_min": 0.36353540420532227, "iqa_tid2013_max": 0.36353540420532227, "iqa_kadid10k_mean": 0.3575439453125, "iqa_kadid10k_min": 0.3575439453125, "iqa_kadid10k_max": 0.3575439453125, "iqa_flive_mean": 0.6526486175228852, "iqa_flive_min": 0.6526486175228852, "iqa_flive_max": 0.6526486175228852, "iqa_spaq_mean": 0.5208003496882891, "iqa_spaq_min": 0.5208003496882891, "iqa_spaq_max": 0.5208003496882891, "iqa_clive_mean": 0.38204065958658856, "iqa_clive_min": 0.38204065958658856, "iqa_clive_max": 0.38204065958658856, "iqa_koniq10k_mean": 0.5614852519950482, "iqa_koniq10k_min": 0.5614852519950482, "iqa_koniq10k_max": 0.5614852519950482, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.7435815930366516 }, { "lang": "en", "score": 0.10091227293014526 }, { "lang": "ja", "score": 0.08068893849849701 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.4450229297984729, "iqa_v2_live_min": 0.4450229297984729, "iqa_v2_live_max": 0.4450229297984729, "iqa_v2_csiq_mean": 0.639713704586029, "iqa_v2_csiq_min": 0.639713704586029, "iqa_v2_csiq_max": 0.639713704586029, "iqa_v2_tid2013_mean": 0.36353540420532227, "iqa_v2_tid2013_min": 0.36353540420532227, "iqa_v2_tid2013_max": 0.36353540420532227, "iqa_v2_kadid10k_mean": 0.3575439453125, "iqa_v2_kadid10k_min": 0.3575439453125, "iqa_v2_kadid10k_max": 0.3575439453125, "iqa_v2_flive_mean": 0.6526486175228852, "iqa_v2_flive_min": 0.6526486175228852, "iqa_v2_flive_max": 0.6526486175228852, "iqa_v2_spaq_mean": 0.5208003496882891, "iqa_v2_spaq_min": 0.5208003496882891, "iqa_v2_spaq_max": 0.5208003496882891, "iqa_v2_clive_mean": 0.38204065958658856, "iqa_v2_clive_min": 0.38204065958658856, "iqa_v2_clive_max": 0.38204065958658856, "iqa_v2_koniq10k_mean": 0.5614852519950482, "iqa_v2_koniq10k_min": 0.5614852519950482, "iqa_v2_koniq10k_max": 0.5614852519950482, "imdecont": { "jpg": 0.40534812211990356 }, "imdecont_image_match": { "jpg": 105021 }, "imdecont_max": 0.40534812211990356, "imdecont_mean": 0.40534812211990356, "imdecont_min": 0.40534812211990356, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.703125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.703125, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.703125, "clip_score_dfn_public_prev_turn_only_min": 0.62744140625, "clip_score_dfn_public_prev_turn_only_mean": 0.62744140625, "clip_score_dfn_public_prev_turn_only_max": 0.62744140625, "clip_score_siglip2_b16_224_prev_turn_only_min": -10.2578125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -10.2578125, "clip_score_siglip2_b16_224_prev_turn_only_max": -10.2578125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.609375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.609375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.609375, "clip_score_clip_vitl14_224_next_turn_only_min": 25.953125, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.953125, "clip_score_clip_vitl14_224_next_turn_only_max": 25.953125, "clip_score_dfn_public_next_turn_only_min": 1.001953125, "clip_score_dfn_public_next_turn_only_mean": 1.001953125, "clip_score_dfn_public_next_turn_only_max": 1.001953125, "clip_score_siglip2_b16_224_next_turn_only_min": 0.1875, "clip_score_siglip2_b16_224_next_turn_only_mean": 0.1875, "clip_score_siglip2_b16_224_next_turn_only_max": 0.1875, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.453125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.453125, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.453125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.546875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.546875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.546875, "clip_score_dfn_public_prev_and_next_turn_min": 2.056640625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.056640625, "clip_score_dfn_public_prev_and_next_turn_max": 2.056640625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.9453125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.9453125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.9453125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.484375, "im_height": { "jpg": 1334 }, "im_height_mean": 1334.0, "im_height_min": 1334, "im_height_max": 1334, "im_width": { "jpg": 750 }, "im_width_mean": 750.0, "im_width_min": 750, "im_width_max": 750, "im_ar": { "jpg": 0.5622 }, "im_ar_mean": 0.5622, "im_ar_min": 0.5622, "im_ar_max": 0.5622, "im_kilobytes": { "jpg": 2931.15 }, "im_kilobytes_mean": 2931.15, "im_kilobytes_min": 2931.15, "im_kilobytes_max": 2931.15, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2555.87 }, "im_clarity_mean": 2555.87, "im_clarity_min": 2555.87, "im_clarity_max": 2555.87, "im_luma": { "jpg": 243.26 }, "im_luma_mean": 243.26, "im_luma_min": 243.26, "im_luma_max": 243.26, "im_saturation": { "jpg": 5.09 }, "im_saturation_mean": 5.09, "im_saturation_min": 5.09, "im_saturation_max": 5.09, "im_entropy": { "jpg": 2.01 }, "im_entropy_mean": 2.01, "im_entropy_min": 2.01, "im_entropy_max": 2.01, "unifilter_score_qwen2_5_1_5b": 0.86767578125, "unifilter_score_qwen3_0_6b": 0.58251953125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.7435815930366516, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.10091227293014526, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.08068893849849701, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.3509882986545563, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.7570473551750183, "text_quality_nvidia_domain_label": "Internet_and_Telecom", "text_quality_nvidia_domain_score": 0.9034348130226135, "text_quality_nvidia_edu_nemotron4_score": 1.2421875, "text_quality_nvidia_edu_mixtral_score": 0.83251953125, "text_quality_dclmbaseline_fasttext_score": 0.11610496044158936, "text_quality_dolma3_fasttext_score": 0.9071233868598938, "custom_fasttext_val_fasttext_score": 0.0003088712692260742, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0008012652397155762, "custom_fasttext_core_clean_fasttext_score": 8.487701416015625e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.96875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 8.0 }, "21": { "detoxify": 1, "length_chars": 465, "length_tokens": 2644, "length_tokens_text_only": 340, "length_tokens_trainable_only": 269, "length_images": 1, "iqa_live_mean": 0.6223824626267558, "iqa_live_min": 0.6223824626267558, "iqa_live_max": 0.6223824626267558, "iqa_csiq_mean": 0.724430501461029, "iqa_csiq_min": 0.724430501461029, "iqa_csiq_max": 0.724430501461029, "iqa_tid2013_mean": 0.40872854656643337, "iqa_tid2013_min": 0.40872854656643337, "iqa_tid2013_max": 0.40872854656643337, "iqa_kadid10k_mean": 0.610076904296875, "iqa_kadid10k_min": 0.610076904296875, "iqa_kadid10k_max": 0.610076904296875, "iqa_flive_mean": 0.6962092235834912, "iqa_flive_min": 0.6962092235834912, "iqa_flive_max": 0.6962092235834912, "iqa_spaq_mean": 0.5553647436276832, "iqa_spaq_min": 0.5553647436276832, "iqa_spaq_max": 0.5553647436276832, "iqa_clive_mean": 0.6142060636269926, "iqa_clive_min": 0.6142060636269926, "iqa_clive_max": 0.6142060636269926, "iqa_koniq10k_mean": 0.5696923227021189, "iqa_koniq10k_min": 0.5696923227021189, "iqa_koniq10k_max": 0.5696923227021189, "zero_sequence_filter": 3, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.7797691226005554 }, { "lang": "en", "score": 0.11130436509847641 }, { "lang": "ja", "score": 0.024126794189214706 } ], "digit_sequence_filter": 3, "iqa_v2_live_mean": 0.6223824626267558, "iqa_v2_live_min": 0.6223824626267558, "iqa_v2_live_max": 0.6223824626267558, "iqa_v2_csiq_mean": 0.724430501461029, "iqa_v2_csiq_min": 0.724430501461029, "iqa_v2_csiq_max": 0.724430501461029, "iqa_v2_tid2013_mean": 0.40872854656643337, "iqa_v2_tid2013_min": 0.40872854656643337, "iqa_v2_tid2013_max": 0.40872854656643337, "iqa_v2_kadid10k_mean": 0.610076904296875, "iqa_v2_kadid10k_min": 0.610076904296875, "iqa_v2_kadid10k_max": 0.610076904296875, "iqa_v2_flive_mean": 0.6962092235834912, "iqa_v2_flive_min": 0.6962092235834912, "iqa_v2_flive_max": 0.6962092235834912, "iqa_v2_spaq_mean": 0.5553647436276832, "iqa_v2_spaq_min": 0.5553647436276832, "iqa_v2_spaq_max": 0.5553647436276832, "iqa_v2_clive_mean": 0.6142060636269926, "iqa_v2_clive_min": 0.6142060636269926, "iqa_v2_clive_max": 0.6142060636269926, "iqa_v2_koniq10k_mean": 0.5696923227021189, "iqa_v2_koniq10k_min": 0.5696923227021189, "iqa_v2_koniq10k_max": 0.5696923227021189, "imdecont": { "jpg": 0.2900537848472595 }, "imdecont_image_match": { "jpg": 249539 }, "imdecont_max": 0.2900537848472595, "imdecont_mean": 0.2900537848472595, "imdecont_min": 0.2900537848472595, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.796875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.796875, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.796875, "clip_score_dfn_public_prev_turn_only_min": 2.021484375, "clip_score_dfn_public_prev_turn_only_mean": 2.021484375, "clip_score_dfn_public_prev_turn_only_max": 2.021484375, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.5703125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.5703125, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.5703125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.265625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.265625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.265625, "clip_score_clip_vitl14_224_next_turn_only_min": 29.046875, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.046875, "clip_score_clip_vitl14_224_next_turn_only_max": 29.046875, "clip_score_dfn_public_next_turn_only_min": 1.35546875, "clip_score_dfn_public_next_turn_only_mean": 1.35546875, "clip_score_dfn_public_next_turn_only_max": 1.35546875, "clip_score_siglip2_b16_224_next_turn_only_min": -8.2734375, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.2734375, "clip_score_siglip2_b16_224_next_turn_only_max": -8.2734375, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.40625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.40625, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 19.453125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 19.453125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 19.453125, "clip_score_dfn_public_prev_and_next_turn_min": 3.21484375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.21484375, "clip_score_dfn_public_prev_and_next_turn_max": 3.21484375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.640625, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3151.48 }, "im_clarity_mean": 3151.48, "im_clarity_min": 3151.48, "im_clarity_max": 3151.48, "im_luma": { "jpg": 138.91 }, "im_luma_mean": 138.91, "im_luma_min": 138.91, "im_luma_max": 138.91, "im_saturation": { "jpg": 77.13 }, "im_saturation_mean": 77.13, "im_saturation_min": 77.13, "im_saturation_max": 77.13, "im_entropy": { "jpg": 6.29 }, "im_entropy_mean": 6.29, "im_entropy_min": 6.29, "im_entropy_max": 6.29, "unifilter_score_qwen2_5_1_5b": 2.70703125, "unifilter_score_qwen3_0_6b": 3.568359375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.7797691226005554, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.11130436509847641, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.024126794189214706, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.44371548295021057, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.370933473110199, "text_quality_nvidia_domain_label": "Finance", "text_quality_nvidia_domain_score": 0.9989990592002869, "text_quality_nvidia_edu_nemotron4_score": 2.345703125, "text_quality_nvidia_edu_mixtral_score": 2.0390625, "text_quality_dclmbaseline_fasttext_score": 0.9983373284339905, "text_quality_dolma3_fasttext_score": 0.988570511341095, "custom_fasttext_val_fasttext_score": 0.00014925003051757812, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 1.8715858459472656e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.546875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.078125, "within_sample_repetition_detection": 4.0 }, "30": { "detoxify": 1, "length_chars": 314, "length_tokens": 2525, "length_tokens_text_only": 222, "length_tokens_trainable_only": 151, "length_images": 1, "iqa_live_mean": 0.5349061368691801, "iqa_live_min": 0.5349061368691801, "iqa_live_max": 0.5349061368691801, "iqa_csiq_mean": 0.670719563961029, "iqa_csiq_min": 0.670719563961029, "iqa_csiq_max": 0.670719563961029, "iqa_tid2013_mean": 0.3512741194831, "iqa_tid2013_min": 0.3512741194831, "iqa_tid2013_max": 0.3512741194831, "iqa_kadid10k_mean": 0.3585205078125, "iqa_kadid10k_min": 0.3585205078125, "iqa_kadid10k_max": 0.3585205078125, "iqa_flive_mean": 0.6491862595683398, "iqa_flive_min": 0.6491862595683398, "iqa_flive_max": 0.6491862595683398, "iqa_spaq_mean": 0.4210134178701074, "iqa_spaq_min": 0.4210134178701074, "iqa_spaq_max": 0.4210134178701074, "iqa_clive_mean": 0.286317806051235, "iqa_clive_min": 0.286317806051235, "iqa_clive_max": 0.286317806051235, "iqa_koniq10k_mean": 0.5788463631061593, "iqa_koniq10k_min": 0.5788463631061593, "iqa_koniq10k_max": 0.5788463631061593, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.5182101130485535 }, { "lang": "en", "score": 0.2998944818973541 }, { "lang": "ko", "score": 0.03208670765161514 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5349061368691801, "iqa_v2_live_min": 0.5349061368691801, "iqa_v2_live_max": 0.5349061368691801, "iqa_v2_csiq_mean": 0.670719563961029, "iqa_v2_csiq_min": 0.670719563961029, "iqa_v2_csiq_max": 0.670719563961029, "iqa_v2_tid2013_mean": 0.3512741194831, "iqa_v2_tid2013_min": 0.3512741194831, "iqa_v2_tid2013_max": 0.3512741194831, "iqa_v2_kadid10k_mean": 0.3585205078125, "iqa_v2_kadid10k_min": 0.3585205078125, "iqa_v2_kadid10k_max": 0.3585205078125, "iqa_v2_flive_mean": 0.6491862595683398, "iqa_v2_flive_min": 0.6491862595683398, "iqa_v2_flive_max": 0.6491862595683398, "iqa_v2_spaq_mean": 0.4210134178701074, "iqa_v2_spaq_min": 0.4210134178701074, "iqa_v2_spaq_max": 0.4210134178701074, "iqa_v2_clive_mean": 0.286317806051235, "iqa_v2_clive_min": 0.286317806051235, "iqa_v2_clive_max": 0.286317806051235, "iqa_v2_koniq10k_mean": 0.5788463631061593, "iqa_v2_koniq10k_min": 0.5788463631061593, "iqa_v2_koniq10k_max": 0.5788463631061593, "imdecont": { "jpg": 0.48385506868362427 }, "imdecont_image_match": { "jpg": 177862 }, "imdecont_max": 0.48385506868362427, "imdecont_mean": 0.48385506868362427, "imdecont_min": 0.48385506868362427, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.9375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.9375, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.9375, "clip_score_dfn_public_prev_turn_only_min": 2.78515625, "clip_score_dfn_public_prev_turn_only_mean": 2.78515625, "clip_score_dfn_public_prev_turn_only_max": 2.78515625, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.703125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.703125, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.703125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.90625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.90625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.90625, "clip_score_clip_vitl14_224_next_turn_only_min": 23.96875, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.96875, "clip_score_clip_vitl14_224_next_turn_only_max": 23.96875, "clip_score_dfn_public_next_turn_only_min": 2.935546875, "clip_score_dfn_public_next_turn_only_mean": 2.935546875, "clip_score_dfn_public_next_turn_only_max": 2.935546875, "clip_score_siglip2_b16_224_next_turn_only_min": -4.0625, "clip_score_siglip2_b16_224_next_turn_only_mean": -4.0625, "clip_score_siglip2_b16_224_next_turn_only_max": -4.0625, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.96875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.96875, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.96875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.75, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.75, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.75, "clip_score_dfn_public_prev_and_next_turn_min": 2.11328125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.11328125, "clip_score_dfn_public_prev_and_next_turn_max": 2.11328125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -8.4609375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -8.4609375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -8.4609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.6875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 765.37 }, "im_clarity_mean": 765.37, "im_clarity_min": 765.37, "im_clarity_max": 765.37, "im_luma": { "jpg": 233.99 }, "im_luma_mean": 233.99, "im_luma_min": 233.99, "im_luma_max": 233.99, "im_saturation": { "jpg": 22.97 }, "im_saturation_mean": 22.97, "im_saturation_min": 22.97, "im_saturation_max": 22.97, "im_entropy": { "jpg": 1.6 }, "im_entropy_mean": 1.6, "im_entropy_min": 1.6, "im_entropy_max": 1.6, "unifilter_score_qwen2_5_1_5b": -0.042938232421875, "unifilter_score_qwen3_0_6b": -0.6650390625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.5182101130485535, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.2998944818973541, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.03208670765161514, "text_quality_weborganizer_topic_label": "Hardware", "text_quality_weborganizer_topic_score": 0.8587994575500488, "text_quality_weborganizer_format_label": "Product Page", "text_quality_weborganizer_format_score": 0.48260027170181274, "text_quality_nvidia_domain_label": "Computers_and_Electronics", "text_quality_nvidia_domain_score": 0.9992330074310303, "text_quality_nvidia_edu_nemotron4_score": 2.3125, "text_quality_nvidia_edu_mixtral_score": 2.052734375, "text_quality_dclmbaseline_fasttext_score": 0.9978851079940796, "text_quality_dolma3_fasttext_score": 0.9577121734619141, "custom_fasttext_val_fasttext_score": 0.00016552209854125977, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 6.473064422607422e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.828125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.203125, "within_sample_repetition_detection": 3.0 }, "29": { "detoxify": 1, "length_chars": 456, "length_tokens": 2648, "length_tokens_text_only": 344, "length_tokens_trainable_only": 280, "length_images": 1, "iqa_live_mean": 0.3111450503570864, "iqa_live_min": 0.3111450503570864, "iqa_live_max": 0.3111450503570864, "iqa_csiq_mean": 0.514530599117279, "iqa_csiq_min": 0.514530599117279, "iqa_csiq_max": 0.514530599117279, "iqa_tid2013_mean": 0.2671812375386556, "iqa_tid2013_min": 0.2671812375386556, "iqa_tid2013_max": 0.2671812375386556, "iqa_kadid10k_mean": 0.1373291015625, "iqa_kadid10k_min": 0.1373291015625, "iqa_kadid10k_max": 0.1373291015625, "iqa_flive_mean": 0.5809156629774306, "iqa_flive_min": 0.5809156629774306, "iqa_flive_max": 0.5809156629774306, "iqa_spaq_mean": 0.3777290113044508, "iqa_spaq_min": 0.3777290113044508, "iqa_spaq_max": 0.3777290113044508, "iqa_clive_mean": 0.25775088685931585, "iqa_clive_min": 0.25775088685931585, "iqa_clive_max": 0.25775088685931585, "iqa_koniq10k_mean": 0.4384581055304017, "iqa_koniq10k_min": 0.4384581055304017, "iqa_koniq10k_max": 0.4384581055304017, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.7726173996925354 }, { "lang": "en", "score": 0.0695267766714096 }, { "lang": "ja", "score": 0.04460984095931053 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3111450503570864, "iqa_v2_live_min": 0.3111450503570864, "iqa_v2_live_max": 0.3111450503570864, "iqa_v2_csiq_mean": 0.514530599117279, "iqa_v2_csiq_min": 0.514530599117279, "iqa_v2_csiq_max": 0.514530599117279, "iqa_v2_tid2013_mean": 0.2671812375386556, "iqa_v2_tid2013_min": 0.2671812375386556, "iqa_v2_tid2013_max": 0.2671812375386556, "iqa_v2_kadid10k_mean": 0.1373291015625, "iqa_v2_kadid10k_min": 0.1373291015625, "iqa_v2_kadid10k_max": 0.1373291015625, "iqa_v2_flive_mean": 0.5809156629774306, "iqa_v2_flive_min": 0.5809156629774306, "iqa_v2_flive_max": 0.5809156629774306, "iqa_v2_spaq_mean": 0.3777290113044508, "iqa_v2_spaq_min": 0.3777290113044508, "iqa_v2_spaq_max": 0.3777290113044508, "iqa_v2_clive_mean": 0.25775088685931585, "iqa_v2_clive_min": 0.25775088685931585, "iqa_v2_clive_max": 0.25775088685931585, "iqa_v2_koniq10k_mean": 0.4384581055304017, "iqa_v2_koniq10k_min": 0.4384581055304017, "iqa_v2_koniq10k_max": 0.4384581055304017, "imdecont": { "jpg": 0.42230165004730225 }, "imdecont_image_match": { "jpg": 108396 }, "imdecont_max": 0.42230165004730225, "imdecont_mean": 0.42230165004730225, "imdecont_min": 0.42230165004730225, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.109375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.109375, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.109375, "clip_score_dfn_public_prev_turn_only_min": 2.900390625, "clip_score_dfn_public_prev_turn_only_mean": 2.900390625, "clip_score_dfn_public_prev_turn_only_max": 2.900390625, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.015625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.015625, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.015625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.203125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.203125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.203125, "clip_score_clip_vitl14_224_next_turn_only_min": 26.3125, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.3125, "clip_score_clip_vitl14_224_next_turn_only_max": 26.3125, "clip_score_dfn_public_next_turn_only_min": 2.154296875, "clip_score_dfn_public_next_turn_only_mean": 2.154296875, "clip_score_dfn_public_next_turn_only_max": 2.154296875, "clip_score_siglip2_b16_224_next_turn_only_min": -2.015625, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.015625, "clip_score_siglip2_b16_224_next_turn_only_max": -2.015625, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.125, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.796875, "clip_score_dfn_public_prev_and_next_turn_min": 3.568359375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.568359375, "clip_score_dfn_public_prev_and_next_turn_max": 3.568359375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.4453125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.4453125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.4453125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.1875, "im_height": { "jpg": 2560 }, "im_height_mean": 2560.0, "im_height_min": 2560, "im_height_max": 2560, "im_width": { "jpg": 1440 }, "im_width_mean": 1440.0, "im_width_min": 1440, "im_width_max": 1440, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 10800.0 }, "im_kilobytes_mean": 10800.0, "im_kilobytes_min": 10800.0, "im_kilobytes_max": 10800.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2193.02 }, "im_clarity_mean": 2193.02, "im_clarity_min": 2193.02, "im_clarity_max": 2193.02, "im_luma": { "jpg": 232.91 }, "im_luma_mean": 232.91, "im_luma_min": 232.91, "im_luma_max": 232.91, "im_saturation": { "jpg": 4.27 }, "im_saturation_mean": 4.27, "im_saturation_min": 4.27, "im_saturation_max": 4.27, "im_entropy": { "jpg": 3.23 }, "im_entropy_mean": 3.23, "im_entropy_min": 3.23, "im_entropy_max": 3.23, "unifilter_score_qwen2_5_1_5b": 0.8798828125, "unifilter_score_qwen3_0_6b": 1.9296875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.7726173996925354, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.0695267766714096, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.04460984095931053, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.3865450918674469, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.6309095621109009, "text_quality_nvidia_domain_label": "Internet_and_Telecom", "text_quality_nvidia_domain_score": 0.9999492168426514, "text_quality_nvidia_edu_nemotron4_score": 1.728515625, "text_quality_nvidia_edu_mixtral_score": 1.5341796875, "text_quality_dclmbaseline_fasttext_score": 0.9996730089187622, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.00018388032913208008, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0005140900611877441, "custom_fasttext_core_clean_fasttext_score": 3.886222839355469e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.71875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.640625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.078125, "within_sample_repetition_detection": 4.0 }, "24": { "detoxify": 1, "length_chars": 360, "length_tokens": 2565, "length_tokens_text_only": 261, "length_tokens_trainable_only": 197, "length_images": 1, "iqa_live_mean": 0.29599353520557126, "iqa_live_min": 0.29599353520557126, "iqa_live_max": 0.29599353520557126, "iqa_csiq_mean": 0.507450520992279, "iqa_csiq_min": 0.507450520992279, "iqa_csiq_max": 0.507450520992279, "iqa_tid2013_mean": 0.22160832087198892, "iqa_tid2013_min": 0.22160832087198892, "iqa_tid2013_max": 0.22160832087198892, "iqa_kadid10k_mean": 0.2156982421875, "iqa_kadid10k_min": 0.2156982421875, "iqa_kadid10k_max": 0.2156982421875, "iqa_flive_mean": 0.5831647160077337, "iqa_flive_min": 0.5831647160077337, "iqa_flive_max": 0.5831647160077337, "iqa_spaq_mean": 0.5345708673650569, "iqa_spaq_min": 0.5345708673650569, "iqa_spaq_max": 0.5345708673650569, "iqa_clive_mean": 0.3368228565562855, "iqa_clive_min": 0.3368228565562855, "iqa_clive_max": 0.3368228565562855, "iqa_koniq10k_mean": 0.42914623684353304, "iqa_koniq10k_min": 0.42914623684353304, "iqa_koniq10k_max": 0.42914623684353304, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.864320695400238 }, { "lang": "en", "score": 0.05485983192920685 }, { "lang": "ko", "score": 0.010208041407167912 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.29599353520557126, "iqa_v2_live_min": 0.29599353520557126, "iqa_v2_live_max": 0.29599353520557126, "iqa_v2_csiq_mean": 0.507450520992279, "iqa_v2_csiq_min": 0.507450520992279, "iqa_v2_csiq_max": 0.507450520992279, "iqa_v2_tid2013_mean": 0.22160832087198892, "iqa_v2_tid2013_min": 0.22160832087198892, "iqa_v2_tid2013_max": 0.22160832087198892, "iqa_v2_kadid10k_mean": 0.2156982421875, "iqa_v2_kadid10k_min": 0.2156982421875, "iqa_v2_kadid10k_max": 0.2156982421875, "iqa_v2_flive_mean": 0.5831647160077337, "iqa_v2_flive_min": 0.5831647160077337, "iqa_v2_flive_max": 0.5831647160077337, "iqa_v2_spaq_mean": 0.5345708673650569, "iqa_v2_spaq_min": 0.5345708673650569, "iqa_v2_spaq_max": 0.5345708673650569, "iqa_v2_clive_mean": 0.3368228565562855, "iqa_v2_clive_min": 0.3368228565562855, "iqa_v2_clive_max": 0.3368228565562855, "iqa_v2_koniq10k_mean": 0.42914623684353304, "iqa_v2_koniq10k_min": 0.42914623684353304, "iqa_v2_koniq10k_max": 0.42914623684353304, "imdecont": { "jpg": 0.38257861137390137 }, "imdecont_image_match": { "jpg": 73099 }, "imdecont_max": 0.38257861137390137, "imdecont_mean": 0.38257861137390137, "imdecont_min": 0.38257861137390137, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.5625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.5625, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.5625, "clip_score_dfn_public_prev_turn_only_min": 3.013671875, "clip_score_dfn_public_prev_turn_only_mean": 3.013671875, "clip_score_dfn_public_prev_turn_only_max": 3.013671875, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.1328125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.1328125, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.1328125, "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": 23.1875, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.1875, "clip_score_clip_vitl14_224_next_turn_only_max": 23.1875, "clip_score_dfn_public_next_turn_only_min": 2.669921875, "clip_score_dfn_public_next_turn_only_mean": 2.669921875, "clip_score_dfn_public_next_turn_only_max": 2.669921875, "clip_score_siglip2_b16_224_next_turn_only_min": -5.75, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.75, "clip_score_siglip2_b16_224_next_turn_only_max": -5.75, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.234375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.234375, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.234375, "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": 3.822265625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.822265625, "clip_score_dfn_public_prev_and_next_turn_max": 3.822265625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.7734375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.7734375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.7734375, "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": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3338.17 }, "im_clarity_mean": 3338.17, "im_clarity_min": 3338.17, "im_clarity_max": 3338.17, "im_luma": { "jpg": 236.09 }, "im_luma_mean": 236.09, "im_luma_min": 236.09, "im_luma_max": 236.09, "im_saturation": { "jpg": 0.13 }, "im_saturation_mean": 0.13, "im_saturation_min": 0.13, "im_saturation_max": 0.13, "im_entropy": { "jpg": 2.08 }, "im_entropy_mean": 2.08, "im_entropy_min": 2.08, "im_entropy_max": 2.08, "unifilter_score_qwen2_5_1_5b": -0.85302734375, "unifilter_score_qwen3_0_6b": -1.8603515625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.864320695400238, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.05485983192920685, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.010208041407167912, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.42723244428634644, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.3643839955329895, "text_quality_nvidia_domain_label": "Travel_and_Transportation", "text_quality_nvidia_domain_score": 0.21234247088432312, "text_quality_nvidia_edu_nemotron4_score": 1.65625, "text_quality_nvidia_edu_mixtral_score": 1.2587890625, "text_quality_dclmbaseline_fasttext_score": 0.8081738948822021, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 4.470348358154297e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00019484758377075195, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.59375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.96875, "within_sample_repetition_detection": 4.0 }, "22": { "detoxify": 1, "length_chars": 510, "length_tokens": 2691, "length_tokens_text_only": 388, "length_tokens_trainable_only": 321, "length_images": 1, "iqa_live_mean": 0.5197034508290916, "iqa_live_min": 0.5197034508290916, "iqa_live_max": 0.5197034508290916, "iqa_csiq_mean": 0.678776204586029, "iqa_csiq_min": 0.678776204586029, "iqa_csiq_max": 0.678776204586029, "iqa_tid2013_mean": 0.36179929309421116, "iqa_tid2013_min": 0.36179929309421116, "iqa_tid2013_max": 0.36179929309421116, "iqa_kadid10k_mean": 0.2847900390625, "iqa_kadid10k_min": 0.2847900390625, "iqa_kadid10k_max": 0.2847900390625, "iqa_flive_mean": 0.6337536127880367, "iqa_flive_min": 0.6337536127880367, "iqa_flive_max": 0.6337536127880367, "iqa_spaq_mean": 0.45772822216303666, "iqa_spaq_min": 0.45772822216303666, "iqa_spaq_max": 0.45772822216303666, "iqa_clive_mean": 0.5272032227179018, "iqa_clive_min": 0.5272032227179018, "iqa_clive_max": 0.5272032227179018, "iqa_koniq10k_mean": 0.4786254035101997, "iqa_koniq10k_min": 0.4786254035101997, "iqa_koniq10k_max": 0.4786254035101997, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8102381229400635 }, { "lang": "en", "score": 0.05842980742454529 }, { "lang": "ja", "score": 0.05238841846585274 } ], "digit_sequence_filter": 4, "iqa_v2_live_mean": 0.5197034508290916, "iqa_v2_live_min": 0.5197034508290916, "iqa_v2_live_max": 0.5197034508290916, "iqa_v2_csiq_mean": 0.678776204586029, "iqa_v2_csiq_min": 0.678776204586029, "iqa_v2_csiq_max": 0.678776204586029, "iqa_v2_tid2013_mean": 0.36179929309421116, "iqa_v2_tid2013_min": 0.36179929309421116, "iqa_v2_tid2013_max": 0.36179929309421116, "iqa_v2_kadid10k_mean": 0.2847900390625, "iqa_v2_kadid10k_min": 0.2847900390625, "iqa_v2_kadid10k_max": 0.2847900390625, "iqa_v2_flive_mean": 0.6337536127880367, "iqa_v2_flive_min": 0.6337536127880367, "iqa_v2_flive_max": 0.6337536127880367, "iqa_v2_spaq_mean": 0.45772822216303666, "iqa_v2_spaq_min": 0.45772822216303666, "iqa_v2_spaq_max": 0.45772822216303666, "iqa_v2_clive_mean": 0.5272032227179018, "iqa_v2_clive_min": 0.5272032227179018, "iqa_v2_clive_max": 0.5272032227179018, "iqa_v2_koniq10k_mean": 0.4786254035101997, "iqa_v2_koniq10k_min": 0.4786254035101997, "iqa_v2_koniq10k_max": 0.4786254035101997, "imdecont": { "jpg": 0.32876598834991455 }, "imdecont_image_match": { "jpg": 189301 }, "imdecont_max": 0.32876598834991455, "imdecont_mean": 0.32876598834991455, "imdecont_min": 0.32876598834991455, "clip_score_clip_vitl14_224_prev_turn_only_min": 13.7578125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 13.7578125, "clip_score_clip_vitl14_224_prev_turn_only_max": 13.7578125, "clip_score_dfn_public_prev_turn_only_min": 2.771484375, "clip_score_dfn_public_prev_turn_only_mean": 2.771484375, "clip_score_dfn_public_prev_turn_only_max": 2.771484375, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.8828125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.8828125, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.8828125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.03125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.03125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.03125, "clip_score_clip_vitl14_224_next_turn_only_min": 24.765625, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.765625, "clip_score_clip_vitl14_224_next_turn_only_max": 24.765625, "clip_score_dfn_public_next_turn_only_min": 1.9931640625, "clip_score_dfn_public_next_turn_only_mean": 1.9931640625, "clip_score_dfn_public_next_turn_only_max": 1.9931640625, "clip_score_siglip2_b16_224_next_turn_only_min": -6.78125, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.78125, "clip_score_siglip2_b16_224_next_turn_only_max": -6.78125, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.796875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.796875, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.421875, "clip_score_dfn_public_prev_and_next_turn_min": 2.89453125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.89453125, "clip_score_dfn_public_prev_and_next_turn_max": 2.89453125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -7.59375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -7.59375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -7.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.84375, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3138.25 }, "im_clarity_mean": 3138.25, "im_clarity_min": 3138.25, "im_clarity_max": 3138.25, "im_luma": { "jpg": 213.25 }, "im_luma_mean": 213.25, "im_luma_min": 213.25, "im_luma_max": 213.25, "im_saturation": { "jpg": 2.78 }, "im_saturation_mean": 2.78, "im_saturation_min": 2.78, "im_saturation_max": 2.78, "im_entropy": { "jpg": 3.88 }, "im_entropy_mean": 3.88, "im_entropy_min": 3.88, "im_entropy_max": 3.88, "unifilter_score_qwen2_5_1_5b": 2.224609375, "unifilter_score_qwen3_0_6b": -0.1614990234375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8102381229400635, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.05842980742454529, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.05238841846585274, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.5796294808387756, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.4116222560405731, "text_quality_nvidia_domain_label": "Shopping", "text_quality_nvidia_domain_score": 0.4365636110305786, "text_quality_nvidia_edu_nemotron4_score": 1.7587890625, "text_quality_nvidia_edu_mixtral_score": 1.0693359375, "text_quality_dclmbaseline_fasttext_score": 0.9674951434135437, "text_quality_dolma3_fasttext_score": 0.993181586265564, "custom_fasttext_val_fasttext_score": 0.00018721818923950195, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0003167390823364258, "custom_fasttext_core_clean_fasttext_score": 1.3470649719238281e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.4375, "within_sample_repetition_detection": 0.0 }, "19": { "detoxify": 1, "length_chars": 514, "length_tokens": 2661, "length_tokens_text_only": 357, "length_tokens_trainable_only": 293, "length_images": 1, "iqa_live_mean": 0.39597779090958407, "iqa_live_min": 0.39597779090958407, "iqa_live_max": 0.39597779090958407, "iqa_csiq_mean": 0.640568196773529, "iqa_csiq_min": 0.640568196773529, "iqa_csiq_max": 0.640568196773529, "iqa_tid2013_mean": 0.2652281125386556, "iqa_tid2013_min": 0.2652281125386556, "iqa_tid2013_max": 0.2652281125386556, "iqa_kadid10k_mean": 0.3350830078125, "iqa_kadid10k_min": 0.3350830078125, "iqa_kadid10k_max": 0.3350830078125, "iqa_flive_mean": 0.6586658208057135, "iqa_flive_min": 0.6586658208057135, "iqa_flive_max": 0.6586658208057135, "iqa_spaq_mean": 0.4869807079584912, "iqa_spaq_min": 0.4869807079584912, "iqa_spaq_max": 0.4869807079584912, "iqa_clive_mean": 0.5307543590815381, "iqa_clive_min": 0.5307543590815381, "iqa_clive_max": 0.5307543590815381, "iqa_koniq10k_mean": 0.4624480045203007, "iqa_koniq10k_min": 0.4624480045203007, "iqa_koniq10k_max": 0.4624480045203007, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8318130373954773 }, { "lang": "en", "score": 0.060134027153253555 }, { "lang": "ja", "score": 0.022122537717223167 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.39597779090958407, "iqa_v2_live_min": 0.39597779090958407, "iqa_v2_live_max": 0.39597779090958407, "iqa_v2_csiq_mean": 0.640568196773529, "iqa_v2_csiq_min": 0.640568196773529, "iqa_v2_csiq_max": 0.640568196773529, "iqa_v2_tid2013_mean": 0.2652281125386556, "iqa_v2_tid2013_min": 0.2652281125386556, "iqa_v2_tid2013_max": 0.2652281125386556, "iqa_v2_kadid10k_mean": 0.3350830078125, "iqa_v2_kadid10k_min": 0.3350830078125, "iqa_v2_kadid10k_max": 0.3350830078125, "iqa_v2_flive_mean": 0.6586658208057135, "iqa_v2_flive_min": 0.6586658208057135, "iqa_v2_flive_max": 0.6586658208057135, "iqa_v2_spaq_mean": 0.4869807079584912, "iqa_v2_spaq_min": 0.4869807079584912, "iqa_v2_spaq_max": 0.4869807079584912, "iqa_v2_clive_mean": 0.5307543590815381, "iqa_v2_clive_min": 0.5307543590815381, "iqa_v2_clive_max": 0.5307543590815381, "iqa_v2_koniq10k_mean": 0.4624480045203007, "iqa_v2_koniq10k_min": 0.4624480045203007, "iqa_v2_koniq10k_max": 0.4624480045203007, "imdecont": { "jpg": 0.3914635181427002 }, "imdecont_image_match": { "jpg": 73099 }, "imdecont_max": 0.3914635181427002, "imdecont_mean": 0.3914635181427002, "imdecont_min": 0.3914635181427002, "clip_score_clip_vitl14_224_prev_turn_only_min": 12.734375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 12.734375, "clip_score_clip_vitl14_224_prev_turn_only_max": 12.734375, "clip_score_dfn_public_prev_turn_only_min": 1.4580078125, "clip_score_dfn_public_prev_turn_only_mean": 1.4580078125, "clip_score_dfn_public_prev_turn_only_max": 1.4580078125, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.6953125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.6953125, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.6953125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.15625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.15625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.15625, "clip_score_clip_vitl14_224_next_turn_only_min": 20.796875, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.796875, "clip_score_clip_vitl14_224_next_turn_only_max": 20.796875, "clip_score_dfn_public_next_turn_only_min": 3.07421875, "clip_score_dfn_public_next_turn_only_mean": 3.07421875, "clip_score_dfn_public_next_turn_only_max": 3.07421875, "clip_score_siglip2_b16_224_next_turn_only_min": -5.0625, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.0625, "clip_score_siglip2_b16_224_next_turn_only_max": -5.0625, "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": 19.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 19.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 19.390625, "clip_score_dfn_public_prev_and_next_turn_min": 2.58203125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.58203125, "clip_score_dfn_public_prev_and_next_turn_max": 2.58203125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -7.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -7.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -7.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.953125, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 6212.51 }, "im_clarity_mean": 6212.51, "im_clarity_min": 6212.51, "im_clarity_max": 6212.51, "im_luma": { "jpg": 231.92 }, "im_luma_mean": 231.92, "im_luma_min": 231.92, "im_luma_max": 231.92, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 3.04 }, "im_entropy_mean": 3.04, "im_entropy_min": 3.04, "im_entropy_max": 3.04, "unifilter_score_qwen2_5_1_5b": 3.52734375, "unifilter_score_qwen3_0_6b": -2.826171875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8318130373954773, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.060134027153253555, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.022122537717223167, "text_quality_weborganizer_topic_label": "Finance & Business", "text_quality_weborganizer_topic_score": 0.5727853178977966, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.33118152618408203, "text_quality_nvidia_domain_label": "Finance", "text_quality_nvidia_domain_score": 0.9623546600341797, "text_quality_nvidia_edu_nemotron4_score": 1.4140625, "text_quality_nvidia_edu_mixtral_score": 0.7431640625, "text_quality_dclmbaseline_fasttext_score": 0.9775565266609192, "text_quality_dolma3_fasttext_score": 0.9893819689750671, "custom_fasttext_val_fasttext_score": 4.8041343688964844e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 5.5909156799316406e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.484375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.296875, "within_sample_repetition_detection": 4.0 }, "33": { "detoxify": 1, "length_chars": 366, "length_tokens": 2603, "length_tokens_text_only": 299, "length_tokens_trainable_only": 236, "length_images": 1, "iqa_live_mean": 0.5230307916198114, "iqa_live_min": 0.5230307916198114, "iqa_live_max": 0.5230307916198114, "iqa_csiq_mean": 0.657047688961029, "iqa_csiq_min": 0.657047688961029, "iqa_csiq_max": 0.657047688961029, "iqa_tid2013_mean": 0.36863523059421116, "iqa_tid2013_min": 0.36863523059421116, "iqa_tid2013_max": 0.36863523059421116, "iqa_kadid10k_mean": 0.2569580078125, "iqa_kadid10k_min": 0.2569580078125, "iqa_kadid10k_max": 0.2569580078125, "iqa_flive_mean": 0.6359385480784407, "iqa_flive_min": 0.6359385480784407, "iqa_flive_max": 0.6359385480784407, "iqa_spaq_mean": 0.40014062746606693, "iqa_spaq_min": 0.40014062746606693, "iqa_spaq_max": 0.40014062746606693, "iqa_clive_mean": 0.30525719999062895, "iqa_clive_min": 0.30525719999062895, "iqa_clive_max": 0.30525719999062895, "iqa_koniq10k_mean": 0.5308665651263613, "iqa_koniq10k_min": 0.5308665651263613, "iqa_koniq10k_max": 0.5308665651263613, "zero_sequence_filter": 3, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.7572646141052246 }, { "lang": "ja", "score": 0.07407749444246292 }, { "lang": "en", "score": 0.04850116744637489 } ], "digit_sequence_filter": 3, "iqa_v2_live_mean": 0.5230307916198114, "iqa_v2_live_min": 0.5230307916198114, "iqa_v2_live_max": 0.5230307916198114, "iqa_v2_csiq_mean": 0.657047688961029, "iqa_v2_csiq_min": 0.657047688961029, "iqa_v2_csiq_max": 0.657047688961029, "iqa_v2_tid2013_mean": 0.36863523059421116, "iqa_v2_tid2013_min": 0.36863523059421116, "iqa_v2_tid2013_max": 0.36863523059421116, "iqa_v2_kadid10k_mean": 0.2569580078125, "iqa_v2_kadid10k_min": 0.2569580078125, "iqa_v2_kadid10k_max": 0.2569580078125, "iqa_v2_flive_mean": 0.6359385480784407, "iqa_v2_flive_min": 0.6359385480784407, "iqa_v2_flive_max": 0.6359385480784407, "iqa_v2_spaq_mean": 0.40014062746606693, "iqa_v2_spaq_min": 0.40014062746606693, "iqa_v2_spaq_max": 0.40014062746606693, "iqa_v2_clive_mean": 0.30525719999062895, "iqa_v2_clive_min": 0.30525719999062895, "iqa_v2_clive_max": 0.30525719999062895, "iqa_v2_koniq10k_mean": 0.5308665651263613, "iqa_v2_koniq10k_min": 0.5308665651263613, "iqa_v2_koniq10k_max": 0.5308665651263613, "imdecont": { "jpg": 0.412304162979126 }, "imdecont_image_match": { "jpg": 107857 }, "imdecont_max": 0.412304162979126, "imdecont_mean": 0.412304162979126, "imdecont_min": 0.412304162979126, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.640625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.640625, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.640625, "clip_score_dfn_public_prev_turn_only_min": 2.533203125, "clip_score_dfn_public_prev_turn_only_mean": 2.533203125, "clip_score_dfn_public_prev_turn_only_max": 2.533203125, "clip_score_siglip2_b16_224_prev_turn_only_min": -11.0, "clip_score_siglip2_b16_224_prev_turn_only_mean": -11.0, "clip_score_siglip2_b16_224_prev_turn_only_max": -11.0, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.53125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.53125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.53125, "clip_score_clip_vitl14_224_next_turn_only_min": 27.703125, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.703125, "clip_score_clip_vitl14_224_next_turn_only_max": 27.703125, "clip_score_dfn_public_next_turn_only_min": 2.126953125, "clip_score_dfn_public_next_turn_only_mean": 2.126953125, "clip_score_dfn_public_next_turn_only_max": 2.126953125, "clip_score_siglip2_b16_224_next_turn_only_min": -4.1328125, "clip_score_siglip2_b16_224_next_turn_only_mean": -4.1328125, "clip_score_siglip2_b16_224_next_turn_only_max": -4.1328125, "clip_score_longclip_vitl14_224_next_turn_only_min": 25.046875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 25.046875, "clip_score_longclip_vitl14_224_next_turn_only_max": 25.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.015625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.015625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.015625, "clip_score_dfn_public_prev_and_next_turn_min": 2.234375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.234375, "clip_score_dfn_public_prev_and_next_turn_max": 2.234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.0234375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.0234375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.0234375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.484375, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1048.2 }, "im_clarity_mean": 1048.2, "im_clarity_min": 1048.2, "im_clarity_max": 1048.2, "im_luma": { "jpg": 234.39 }, "im_luma_mean": 234.39, "im_luma_min": 234.39, "im_luma_max": 234.39, "im_saturation": { "jpg": 13.28 }, "im_saturation_mean": 13.28, "im_saturation_min": 13.28, "im_saturation_max": 13.28, "im_entropy": { "jpg": 1.88 }, "im_entropy_mean": 1.88, "im_entropy_min": 1.88, "im_entropy_max": 1.88, "unifilter_score_qwen2_5_1_5b": -0.396484375, "unifilter_score_qwen3_0_6b": 4.7265625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.7572646141052246, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.07407749444246292, "language_detection_annotation_nllb_2_lan": "en", "language_detection_annotation_nllb_2_score": 0.04850116744637489, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.17922019958496094, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.5338847637176514, "text_quality_nvidia_domain_label": "Jobs_and_Education", "text_quality_nvidia_domain_score": 0.99993896484375, "text_quality_nvidia_edu_nemotron4_score": 1.4208984375, "text_quality_nvidia_edu_mixtral_score": 0.81689453125, "text_quality_dclmbaseline_fasttext_score": 0.9998828172683716, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 6.473064422607422e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 1.4662742614746094e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.25, "within_sample_repetition_detection": 4.0 }, "25": { "detoxify": 1, "length_chars": 340, "length_tokens": 2570, "length_tokens_text_only": 266, "length_tokens_trainable_only": 203, "length_images": 1, "iqa_live_mean": 0.4694468565661497, "iqa_live_min": 0.4694468565661497, "iqa_live_max": 0.4694468565661497, "iqa_csiq_mean": 0.606632649898529, "iqa_csiq_min": 0.606632649898529, "iqa_csiq_max": 0.606632649898529, "iqa_tid2013_mean": 0.3572420014275445, "iqa_tid2013_min": 0.3572420014275445, "iqa_tid2013_max": 0.3572420014275445, "iqa_kadid10k_mean": 0.3082275390625, "iqa_kadid10k_min": 0.3082275390625, "iqa_kadid10k_max": 0.3082275390625, "iqa_flive_mean": 0.6170780682804609, "iqa_flive_min": 0.6170780682804609, "iqa_flive_max": 0.6170780682804609, "iqa_spaq_mean": 0.5029262966579862, "iqa_spaq_min": 0.5029262966579862, "iqa_spaq_max": 0.5029262966579862, "iqa_clive_mean": 0.39608737675830574, "iqa_clive_min": 0.39608737675830574, "iqa_clive_max": 0.39608737675830574, "iqa_koniq10k_mean": 0.49330343381323, "iqa_koniq10k_min": 0.49330343381323, "iqa_koniq10k_max": 0.49330343381323, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8321692943572998 }, { "lang": "en", "score": 0.08386022597551346 }, { "lang": "ko", "score": 0.021799076348543167 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4694468565661497, "iqa_v2_live_min": 0.4694468565661497, "iqa_v2_live_max": 0.4694468565661497, "iqa_v2_csiq_mean": 0.606632649898529, "iqa_v2_csiq_min": 0.606632649898529, "iqa_v2_csiq_max": 0.606632649898529, "iqa_v2_tid2013_mean": 0.3572420014275445, "iqa_v2_tid2013_min": 0.3572420014275445, "iqa_v2_tid2013_max": 0.3572420014275445, "iqa_v2_kadid10k_mean": 0.3082275390625, "iqa_v2_kadid10k_min": 0.3082275390625, "iqa_v2_kadid10k_max": 0.3082275390625, "iqa_v2_flive_mean": 0.6170780682804609, "iqa_v2_flive_min": 0.6170780682804609, "iqa_v2_flive_max": 0.6170780682804609, "iqa_v2_spaq_mean": 0.5029262966579862, "iqa_v2_spaq_min": 0.5029262966579862, "iqa_v2_spaq_max": 0.5029262966579862, "iqa_v2_clive_mean": 0.39608737675830574, "iqa_v2_clive_min": 0.39608737675830574, "iqa_v2_clive_max": 0.39608737675830574, "iqa_v2_koniq10k_mean": 0.49330343381323, "iqa_v2_koniq10k_min": 0.49330343381323, "iqa_v2_koniq10k_max": 0.49330343381323, "imdecont": { "jpg": 0.32322555780410767 }, "imdecont_image_match": { "jpg": 182156 }, "imdecont_max": 0.32322555780410767, "imdecont_mean": 0.32322555780410767, "imdecont_min": 0.32322555780410767, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.96875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.96875, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.96875, "clip_score_dfn_public_prev_turn_only_min": 1.1923828125, "clip_score_dfn_public_prev_turn_only_mean": 1.1923828125, "clip_score_dfn_public_prev_turn_only_max": 1.1923828125, "clip_score_siglip2_b16_224_prev_turn_only_min": -12.03125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -12.03125, "clip_score_siglip2_b16_224_prev_turn_only_max": -12.03125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.90625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.90625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.90625, "clip_score_clip_vitl14_224_next_turn_only_min": 25.953125, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.953125, "clip_score_clip_vitl14_224_next_turn_only_max": 25.953125, "clip_score_dfn_public_next_turn_only_min": 2.677734375, "clip_score_dfn_public_next_turn_only_mean": 2.677734375, "clip_score_dfn_public_next_turn_only_max": 2.677734375, "clip_score_siglip2_b16_224_next_turn_only_min": -6.4609375, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.4609375, "clip_score_siglip2_b16_224_next_turn_only_max": -6.4609375, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.265625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.265625, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.90625, "clip_score_dfn_public_prev_and_next_turn_min": 1.662109375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.662109375, "clip_score_dfn_public_prev_and_next_turn_max": 1.662109375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -10.71875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -10.71875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -10.71875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.828125, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 908.15 }, "im_clarity_mean": 908.15, "im_clarity_min": 908.15, "im_clarity_max": 908.15, "im_luma": { "jpg": 177.66 }, "im_luma_mean": 177.66, "im_luma_min": 177.66, "im_luma_max": 177.66, "im_saturation": { "jpg": 49.73 }, "im_saturation_mean": 49.73, "im_saturation_min": 49.73, "im_saturation_max": 49.73, "im_entropy": { "jpg": 3.85 }, "im_entropy_mean": 3.85, "im_entropy_min": 3.85, "im_entropy_max": 3.85, "unifilter_score_qwen2_5_1_5b": 0.205810546875, "unifilter_score_qwen3_0_6b": 0.77490234375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8321692943572998, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.08386022597551346, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.021799076348543167, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.3876383304595947, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.24648545682430267, "text_quality_nvidia_domain_label": "Internet_and_Telecom", "text_quality_nvidia_domain_score": 0.7342140078544617, "text_quality_nvidia_edu_nemotron4_score": 1.974609375, "text_quality_nvidia_edu_mixtral_score": 1.443359375, "text_quality_dclmbaseline_fasttext_score": 0.987562894821167, "text_quality_dolma3_fasttext_score": 0.990418016910553, "custom_fasttext_val_fasttext_score": 8.45193862915039e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00013148784637451172, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.59375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.21875, "within_sample_repetition_detection": 4.0 }, "13": { "detoxify": 1, "length_chars": 392, "length_tokens": 2581, "length_tokens_text_only": 278, "length_tokens_trainable_only": 211, "length_images": 1, "iqa_live_mean": 0.2402801513671874, "iqa_live_min": 0.2402801513671874, "iqa_live_max": 0.2402801513671874, "iqa_csiq_mean": 0.46750301122665405, "iqa_csiq_min": 0.46750301122665405, "iqa_csiq_max": 0.46750301122665405, "iqa_tid2013_mean": 0.20511526531643337, "iqa_tid2013_min": 0.20511526531643337, "iqa_tid2013_max": 0.20511526531643337, "iqa_kadid10k_mean": 0.2220458984375, "iqa_kadid10k_min": 0.2220458984375, "iqa_kadid10k_max": 0.2220458984375, "iqa_flive_mean": 0.5885703346946023, "iqa_flive_min": 0.5885703346946023, "iqa_flive_max": 0.5885703346946023, "iqa_spaq_mean": 0.5123664008246528, "iqa_spaq_min": 0.5123664008246528, "iqa_spaq_max": 0.5123664008246528, "iqa_clive_mean": 0.37422815958658856, "iqa_clive_min": 0.37422815958658856, "iqa_clive_max": 0.37422815958658856, "iqa_koniq10k_mean": 0.4566872721970684, "iqa_koniq10k_min": 0.4566872721970684, "iqa_koniq10k_max": 0.4566872721970684, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8326756954193115 }, { "lang": "en", "score": 0.05417749658226967 }, { "lang": "ja", "score": 0.027168866246938705 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.2402801513671874, "iqa_v2_live_min": 0.2402801513671874, "iqa_v2_live_max": 0.2402801513671874, "iqa_v2_csiq_mean": 0.46750301122665405, "iqa_v2_csiq_min": 0.46750301122665405, "iqa_v2_csiq_max": 0.46750301122665405, "iqa_v2_tid2013_mean": 0.20511526531643337, "iqa_v2_tid2013_min": 0.20511526531643337, "iqa_v2_tid2013_max": 0.20511526531643337, "iqa_v2_kadid10k_mean": 0.2220458984375, "iqa_v2_kadid10k_min": 0.2220458984375, "iqa_v2_kadid10k_max": 0.2220458984375, "iqa_v2_flive_mean": 0.5885703346946023, "iqa_v2_flive_min": 0.5885703346946023, "iqa_v2_flive_max": 0.5885703346946023, "iqa_v2_spaq_mean": 0.5123664008246528, "iqa_v2_spaq_min": 0.5123664008246528, "iqa_v2_spaq_max": 0.5123664008246528, "iqa_v2_clive_mean": 0.37422815958658856, "iqa_v2_clive_min": 0.37422815958658856, "iqa_v2_clive_max": 0.37422815958658856, "iqa_v2_koniq10k_mean": 0.4566872721970684, "iqa_v2_koniq10k_min": 0.4566872721970684, "iqa_v2_koniq10k_max": 0.4566872721970684, "imdecont": { "jpg": 0.37482625246047974 }, "imdecont_image_match": { "jpg": 215270 }, "imdecont_max": 0.37482625246047974, "imdecont_mean": 0.37482625246047974, "imdecont_min": 0.37482625246047974, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.625, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.625, "clip_score_dfn_public_prev_turn_only_min": 2.724609375, "clip_score_dfn_public_prev_turn_only_mean": 2.724609375, "clip_score_dfn_public_prev_turn_only_max": 2.724609375, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.8984375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.8984375, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.8984375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.890625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.890625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.890625, "clip_score_clip_vitl14_224_next_turn_only_min": 20.484375, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.484375, "clip_score_clip_vitl14_224_next_turn_only_max": 20.484375, "clip_score_dfn_public_next_turn_only_min": 4.015625, "clip_score_dfn_public_next_turn_only_mean": 4.015625, "clip_score_dfn_public_next_turn_only_max": 4.015625, "clip_score_siglip2_b16_224_next_turn_only_min": -11.15625, "clip_score_siglip2_b16_224_next_turn_only_mean": -11.15625, "clip_score_siglip2_b16_224_next_turn_only_max": -11.15625, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.703125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.703125, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 19.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 19.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 19.71875, "clip_score_dfn_public_prev_and_next_turn_min": 2.94921875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.94921875, "clip_score_dfn_public_prev_and_next_turn_max": 2.94921875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -10.3125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -10.3125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -10.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4049.89 }, "im_clarity_mean": 4049.89, "im_clarity_min": 4049.89, "im_clarity_max": 4049.89, "im_luma": { "jpg": 233.19 }, "im_luma_mean": 233.19, "im_luma_min": 233.19, "im_luma_max": 233.19, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 2.36 }, "im_entropy_mean": 2.36, "im_entropy_min": 2.36, "im_entropy_max": 2.36, "unifilter_score_qwen2_5_1_5b": -0.494384765625, "unifilter_score_qwen3_0_6b": 1.724609375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8326756954193115, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.05417749658226967, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.027168866246938705, "text_quality_weborganizer_topic_label": "Software Dev.", "text_quality_weborganizer_topic_score": 0.431081622838974, "text_quality_weborganizer_format_label": "Documentation", "text_quality_weborganizer_format_score": 0.48771169781684875, "text_quality_nvidia_domain_label": "Computers_and_Electronics", "text_quality_nvidia_domain_score": 0.7756690382957458, "text_quality_nvidia_edu_nemotron4_score": 2.03125, "text_quality_nvidia_edu_mixtral_score": 1.701171875, "text_quality_dclmbaseline_fasttext_score": 0.9947447776794434, "text_quality_dolma3_fasttext_score": 0.9993208646774292, "custom_fasttext_val_fasttext_score": 9.298324584960938e-06, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 3.5762786865234375e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.53125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.34375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.1875, "within_sample_repetition_detection": 4.0 }, "37": { "detoxify": 1, "length_chars": 351, "length_tokens": 2567, "length_tokens_text_only": 263, "length_tokens_trainable_only": 199, "length_images": 1, "iqa_live_mean": 0.2630074240944602, "iqa_live_min": 0.2630074240944602, "iqa_live_max": 0.2630074240944602, "iqa_csiq_mean": 0.49268001317977905, "iqa_csiq_min": 0.49268001317977905, "iqa_csiq_max": 0.49268001317977905, "iqa_tid2013_mean": 0.21943818198310003, "iqa_tid2013_min": 0.21943818198310003, "iqa_tid2013_max": 0.21943818198310003, "iqa_kadid10k_mean": 0.2264404296875, "iqa_kadid10k_min": 0.2264404296875, "iqa_kadid10k_max": 0.2264404296875, "iqa_flive_mean": 0.6019068245935922, "iqa_flive_min": 0.6019068245935922, "iqa_flive_max": 0.6019068245935922, "iqa_spaq_mean": 0.5026599614307135, "iqa_spaq_min": 0.5026599614307135, "iqa_spaq_max": 0.5026599614307135, "iqa_clive_mean": 0.32648510403103304, "iqa_clive_min": 0.32648510403103304, "iqa_clive_max": 0.32648510403103304, "iqa_koniq10k_mean": 0.437511135833432, "iqa_koniq10k_min": 0.437511135833432, "iqa_koniq10k_max": 0.437511135833432, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.7669913172721863 }, { "lang": "en", "score": 0.05330008640885353 }, { "lang": "ja", "score": 0.039279308170080185 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.2630074240944602, "iqa_v2_live_min": 0.2630074240944602, "iqa_v2_live_max": 0.2630074240944602, "iqa_v2_csiq_mean": 0.49268001317977905, "iqa_v2_csiq_min": 0.49268001317977905, "iqa_v2_csiq_max": 0.49268001317977905, "iqa_v2_tid2013_mean": 0.21943818198310003, "iqa_v2_tid2013_min": 0.21943818198310003, "iqa_v2_tid2013_max": 0.21943818198310003, "iqa_v2_kadid10k_mean": 0.2264404296875, "iqa_v2_kadid10k_min": 0.2264404296875, "iqa_v2_kadid10k_max": 0.2264404296875, "iqa_v2_flive_mean": 0.6019068245935922, "iqa_v2_flive_min": 0.6019068245935922, "iqa_v2_flive_max": 0.6019068245935922, "iqa_v2_spaq_mean": 0.5026599614307135, "iqa_v2_spaq_min": 0.5026599614307135, "iqa_v2_spaq_max": 0.5026599614307135, "iqa_v2_clive_mean": 0.32648510403103304, "iqa_v2_clive_min": 0.32648510403103304, "iqa_v2_clive_max": 0.32648510403103304, "iqa_v2_koniq10k_mean": 0.437511135833432, "iqa_v2_koniq10k_min": 0.437511135833432, "iqa_v2_koniq10k_max": 0.437511135833432, "imdecont": { "jpg": 0.40434300899505615 }, "imdecont_image_match": { "jpg": 189130 }, "imdecont_max": 0.40434300899505615, "imdecont_mean": 0.40434300899505615, "imdecont_min": 0.40434300899505615, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.671875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.671875, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.671875, "clip_score_dfn_public_prev_turn_only_min": 3.123046875, "clip_score_dfn_public_prev_turn_only_mean": 3.123046875, "clip_score_dfn_public_prev_turn_only_max": 3.123046875, "clip_score_siglip2_b16_224_prev_turn_only_min": -6.21875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -6.21875, "clip_score_siglip2_b16_224_prev_turn_only_max": -6.21875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.96875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.96875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.96875, "clip_score_clip_vitl14_224_next_turn_only_min": 21.125, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.125, "clip_score_clip_vitl14_224_next_turn_only_max": 21.125, "clip_score_dfn_public_next_turn_only_min": 2.451171875, "clip_score_dfn_public_next_turn_only_mean": 2.451171875, "clip_score_dfn_public_next_turn_only_max": 2.451171875, "clip_score_siglip2_b16_224_next_turn_only_min": -8.296875, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.296875, "clip_score_siglip2_b16_224_next_turn_only_max": -8.296875, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.515625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.515625, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.578125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.578125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.578125, "clip_score_dfn_public_prev_and_next_turn_min": 2.76171875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.76171875, "clip_score_dfn_public_prev_and_next_turn_max": 2.76171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.34375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.34375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.375, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3438.03 }, "im_clarity_mean": 3438.03, "im_clarity_min": 3438.03, "im_clarity_max": 3438.03, "im_luma": { "jpg": 236.22 }, "im_luma_mean": 236.22, "im_luma_min": 236.22, "im_luma_max": 236.22, "im_saturation": { "jpg": 0.13 }, "im_saturation_mean": 0.13, "im_saturation_min": 0.13, "im_saturation_max": 0.13, "im_entropy": { "jpg": 2.09 }, "im_entropy_mean": 2.09, "im_entropy_min": 2.09, "im_entropy_max": 2.09, "unifilter_score_qwen2_5_1_5b": 0.40673828125, "unifilter_score_qwen3_0_6b": -3.275390625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.7669913172721863, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.05330008640885353, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.039279308170080185, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.3669244647026062, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.26283276081085205, "text_quality_nvidia_domain_label": "Travel_and_Transportation", "text_quality_nvidia_domain_score": 0.989660382270813, "text_quality_nvidia_edu_nemotron4_score": 1.6669921875, "text_quality_nvidia_edu_mixtral_score": 1.5732421875, "text_quality_dclmbaseline_fasttext_score": 0.999953031539917, "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": 5.1140785217285156e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.59375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.765625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.828125, "within_sample_repetition_detection": 4.0 }, "31": { "detoxify": 1, "length_chars": 486, "length_tokens": 2647, "length_tokens_text_only": 343, "length_tokens_trainable_only": 279, "length_images": 1, "iqa_live_mean": 0.42896390202069523, "iqa_live_min": 0.42896390202069523, "iqa_live_max": 0.42896390202069523, "iqa_csiq_mean": 0.642887532711029, "iqa_csiq_min": 0.642887532711029, "iqa_csiq_max": 0.642887532711029, "iqa_tid2013_mean": 0.2926803694831, "iqa_tid2013_min": 0.2926803694831, "iqa_tid2013_max": 0.2926803694831, "iqa_kadid10k_mean": 0.3524169921875, "iqa_kadid10k_min": 0.3524169921875, "iqa_kadid10k_max": 0.3524169921875, "iqa_flive_mean": 0.6517706976996528, "iqa_flive_min": 0.6517706976996528, "iqa_flive_max": 0.6517706976996528, "iqa_spaq_mean": 0.49335425791114274, "iqa_spaq_min": 0.49335425791114274, "iqa_spaq_max": 0.49335425791114274, "iqa_clive_mean": 0.5016153123643664, "iqa_clive_min": 0.5016153123643664, "iqa_clive_max": 0.5016153123643664, "iqa_koniq10k_mean": 0.45794989845969464, "iqa_koniq10k_min": 0.45794989845969464, "iqa_koniq10k_max": 0.45794989845969464, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9657899141311646 }, { "lang": "en", "score": 0.008417989127337933 }, { "lang": "ja", "score": 0.0051946621388196945 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.42896390202069523, "iqa_v2_live_min": 0.42896390202069523, "iqa_v2_live_max": 0.42896390202069523, "iqa_v2_csiq_mean": 0.642887532711029, "iqa_v2_csiq_min": 0.642887532711029, "iqa_v2_csiq_max": 0.642887532711029, "iqa_v2_tid2013_mean": 0.2926803694831, "iqa_v2_tid2013_min": 0.2926803694831, "iqa_v2_tid2013_max": 0.2926803694831, "iqa_v2_kadid10k_mean": 0.3524169921875, "iqa_v2_kadid10k_min": 0.3524169921875, "iqa_v2_kadid10k_max": 0.3524169921875, "iqa_v2_flive_mean": 0.6517706976996528, "iqa_v2_flive_min": 0.6517706976996528, "iqa_v2_flive_max": 0.6517706976996528, "iqa_v2_spaq_mean": 0.49335425791114274, "iqa_v2_spaq_min": 0.49335425791114274, "iqa_v2_spaq_max": 0.49335425791114274, "iqa_v2_clive_mean": 0.5016153123643664, "iqa_v2_clive_min": 0.5016153123643664, "iqa_v2_clive_max": 0.5016153123643664, "iqa_v2_koniq10k_mean": 0.45794989845969464, "iqa_v2_koniq10k_min": 0.45794989845969464, "iqa_v2_koniq10k_max": 0.45794989845969464, "imdecont": { "jpg": 0.3727813959121704 }, "imdecont_image_match": { "jpg": 81767 }, "imdecont_max": 0.3727813959121704, "imdecont_mean": 0.3727813959121704, "imdecont_min": 0.3727813959121704, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.984375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.984375, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.984375, "clip_score_dfn_public_prev_turn_only_min": 1.7412109375, "clip_score_dfn_public_prev_turn_only_mean": 1.7412109375, "clip_score_dfn_public_prev_turn_only_max": 1.7412109375, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.0625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.0625, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.0625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.984375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.984375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.984375, "clip_score_clip_vitl14_224_next_turn_only_min": 19.78125, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.78125, "clip_score_clip_vitl14_224_next_turn_only_max": 19.78125, "clip_score_dfn_public_next_turn_only_min": 3.30078125, "clip_score_dfn_public_next_turn_only_mean": 3.30078125, "clip_score_dfn_public_next_turn_only_max": 3.30078125, "clip_score_siglip2_b16_224_next_turn_only_min": -12.390625, "clip_score_siglip2_b16_224_next_turn_only_mean": -12.390625, "clip_score_siglip2_b16_224_next_turn_only_max": -12.390625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.5625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.5625, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.234375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.234375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.234375, "clip_score_dfn_public_prev_and_next_turn_min": 3.177734375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.177734375, "clip_score_dfn_public_prev_and_next_turn_max": 3.177734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -11.8671875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -11.8671875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -11.8671875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.546875, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5950.9 }, "im_clarity_mean": 5950.9, "im_clarity_min": 5950.9, "im_clarity_max": 5950.9, "im_luma": { "jpg": 232.32 }, "im_luma_mean": 232.32, "im_luma_min": 232.32, "im_luma_max": 232.32, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 3.08 }, "im_entropy_mean": 3.08, "im_entropy_min": 3.08, "im_entropy_max": 3.08, "unifilter_score_qwen2_5_1_5b": 1.068359375, "unifilter_score_qwen3_0_6b": -0.55419921875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9657899141311646, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.008417989127337933, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.0051946621388196945, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.40977150201797485, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.3568815290927887, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.7735816240310669, "text_quality_nvidia_edu_nemotron4_score": 1.439453125, "text_quality_nvidia_edu_mixtral_score": 0.95654296875, "text_quality_dclmbaseline_fasttext_score": 0.30750560760498047, "text_quality_dolma3_fasttext_score": 0.9968836307525635, "custom_fasttext_val_fasttext_score": 0.00024837255477905273, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0004038214683532715, "custom_fasttext_core_clean_fasttext_score": 4.8995018005371094e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.796875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.328125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.46875, "within_sample_repetition_detection": 4.0 }, "34": { "detoxify": 1, "length_chars": 469, "length_tokens": 2616, "length_tokens_text_only": 313, "length_tokens_trainable_only": 246, "length_images": 1, "iqa_live_mean": 0.2846298988419349, "iqa_live_min": 0.2846298988419349, "iqa_live_max": 0.2846298988419349, "iqa_csiq_mean": 0.49066585302352905, "iqa_csiq_min": 0.49066585302352905, "iqa_csiq_max": 0.49066585302352905, "iqa_tid2013_mean": 0.23267602920532227, "iqa_tid2013_min": 0.23267602920532227, "iqa_tid2013_max": 0.23267602920532227, "iqa_kadid10k_mean": 0.2769775390625, "iqa_kadid10k_min": 0.2769775390625, "iqa_kadid10k_max": 0.2769775390625, "iqa_flive_mean": 0.5918058144925821, "iqa_flive_min": 0.5918058144925821, "iqa_flive_max": 0.5918058144925821, "iqa_spaq_mean": 0.5055403275923296, "iqa_spaq_min": 0.5055403275923296, "iqa_spaq_max": 0.5055403275923296, "iqa_clive_mean": 0.42658769241487143, "iqa_clive_min": 0.42658769241487143, "iqa_clive_max": 0.42658769241487143, "iqa_koniq10k_mean": 0.4462706055304017, "iqa_koniq10k_min": 0.4462706055304017, "iqa_koniq10k_max": 0.4462706055304017, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9019719362258911 }, { "lang": "en", "score": 0.043763887137174606 }, { "lang": "ko", "score": 0.00839767511934042 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.2846298988419349, "iqa_v2_live_min": 0.2846298988419349, "iqa_v2_live_max": 0.2846298988419349, "iqa_v2_csiq_mean": 0.49066585302352905, "iqa_v2_csiq_min": 0.49066585302352905, "iqa_v2_csiq_max": 0.49066585302352905, "iqa_v2_tid2013_mean": 0.23267602920532227, "iqa_v2_tid2013_min": 0.23267602920532227, "iqa_v2_tid2013_max": 0.23267602920532227, "iqa_v2_kadid10k_mean": 0.2769775390625, "iqa_v2_kadid10k_min": 0.2769775390625, "iqa_v2_kadid10k_max": 0.2769775390625, "iqa_v2_flive_mean": 0.5918058144925821, "iqa_v2_flive_min": 0.5918058144925821, "iqa_v2_flive_max": 0.5918058144925821, "iqa_v2_spaq_mean": 0.5055403275923296, "iqa_v2_spaq_min": 0.5055403275923296, "iqa_v2_spaq_max": 0.5055403275923296, "iqa_v2_clive_mean": 0.42658769241487143, "iqa_v2_clive_min": 0.42658769241487143, "iqa_v2_clive_max": 0.42658769241487143, "iqa_v2_koniq10k_mean": 0.4462706055304017, "iqa_v2_koniq10k_min": 0.4462706055304017, "iqa_v2_koniq10k_max": 0.4462706055304017, "imdecont": { "jpg": 0.48347920179367065 }, "imdecont_image_match": { "jpg": 189130 }, "imdecont_max": 0.48347920179367065, "imdecont_mean": 0.48347920179367065, "imdecont_min": 0.48347920179367065, "clip_score_clip_vitl14_224_prev_turn_only_min": 13.296875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 13.296875, "clip_score_clip_vitl14_224_prev_turn_only_max": 13.296875, "clip_score_dfn_public_prev_turn_only_min": 2.568359375, "clip_score_dfn_public_prev_turn_only_mean": 2.568359375, "clip_score_dfn_public_prev_turn_only_max": 2.568359375, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.5625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.5625, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.5625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.890625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.890625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.890625, "clip_score_clip_vitl14_224_next_turn_only_min": 23.75, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.75, "clip_score_clip_vitl14_224_next_turn_only_max": 23.75, "clip_score_dfn_public_next_turn_only_min": 2.21875, "clip_score_dfn_public_next_turn_only_mean": 2.21875, "clip_score_dfn_public_next_turn_only_max": 2.21875, "clip_score_siglip2_b16_224_next_turn_only_min": -9.34375, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.34375, "clip_score_siglip2_b16_224_next_turn_only_max": -9.34375, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.125, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 19.109375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 19.109375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 19.109375, "clip_score_dfn_public_prev_and_next_turn_min": 3.36328125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.36328125, "clip_score_dfn_public_prev_and_next_turn_max": 3.36328125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -9.90625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -9.90625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -9.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.40625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.40625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.40625, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2733.66 }, "im_clarity_mean": 2733.66, "im_clarity_min": 2733.66, "im_clarity_max": 2733.66, "im_luma": { "jpg": 233.62 }, "im_luma_mean": 233.62, "im_luma_min": 233.62, "im_luma_max": 233.62, "im_saturation": { "jpg": 0.1 }, "im_saturation_mean": 0.1, "im_saturation_min": 0.1, "im_saturation_max": 0.1, "im_entropy": { "jpg": 2.95 }, "im_entropy_mean": 2.95, "im_entropy_min": 2.95, "im_entropy_max": 2.95, "unifilter_score_qwen2_5_1_5b": -1.048828125, "unifilter_score_qwen3_0_6b": 0.6396484375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9019719362258911, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.043763887137174606, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.00839767511934042, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.4277726411819458, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.23672112822532654, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.7233267426490784, "text_quality_nvidia_edu_nemotron4_score": 1.84375, "text_quality_nvidia_edu_mixtral_score": 1.26171875, "text_quality_dclmbaseline_fasttext_score": 0.9857137799263, "text_quality_dolma3_fasttext_score": 0.9991888403892517, "custom_fasttext_val_fasttext_score": 3.516674041748047e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 6.23464584350586e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.4375, "within_sample_repetition_detection": 4.0 }, "36": { "detoxify": 1, "length_chars": 551, "length_tokens": 2736, "length_tokens_text_only": 433, "length_tokens_trainable_only": 369, "length_images": 1, "iqa_live_mean": 0.4485346090914023, "iqa_live_min": 0.4485346090914023, "iqa_live_max": 0.4485346090914023, "iqa_csiq_mean": 0.679020345211029, "iqa_csiq_min": 0.679020345211029, "iqa_csiq_max": 0.679020345211029, "iqa_tid2013_mean": 0.19795380698310003, "iqa_tid2013_min": 0.19795380698310003, "iqa_tid2013_max": 0.19795380698310003, "iqa_kadid10k_mean": 0.3399658203125, "iqa_kadid10k_min": 0.3399658203125, "iqa_kadid10k_max": 0.3399658203125, "iqa_flive_mean": 0.6149276579269256, "iqa_flive_min": 0.6149276579269256, "iqa_flive_max": 0.6149276579269256, "iqa_spaq_mean": 0.597662723425663, "iqa_spaq_min": 0.597662723425663, "iqa_spaq_max": 0.597662723425663, "iqa_clive_mean": 0.677258424084596, "iqa_clive_min": 0.677258424084596, "iqa_clive_max": 0.677258424084596, "iqa_koniq10k_mean": 0.5845281812879775, "iqa_koniq10k_min": 0.5845281812879775, "iqa_koniq10k_max": 0.5845281812879775, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.807831883430481 }, { "lang": "ja", "score": 0.04597550258040428 }, { "lang": "en", "score": 0.03322746604681015 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4485346090914023, "iqa_v2_live_min": 0.4485346090914023, "iqa_v2_live_max": 0.4485346090914023, "iqa_v2_csiq_mean": 0.679020345211029, "iqa_v2_csiq_min": 0.679020345211029, "iqa_v2_csiq_max": 0.679020345211029, "iqa_v2_tid2013_mean": 0.19795380698310003, "iqa_v2_tid2013_min": 0.19795380698310003, "iqa_v2_tid2013_max": 0.19795380698310003, "iqa_v2_kadid10k_mean": 0.3399658203125, "iqa_v2_kadid10k_min": 0.3399658203125, "iqa_v2_kadid10k_max": 0.3399658203125, "iqa_v2_flive_mean": 0.6149276579269256, "iqa_v2_flive_min": 0.6149276579269256, "iqa_v2_flive_max": 0.6149276579269256, "iqa_v2_spaq_mean": 0.597662723425663, "iqa_v2_spaq_min": 0.597662723425663, "iqa_v2_spaq_max": 0.597662723425663, "iqa_v2_clive_mean": 0.677258424084596, "iqa_v2_clive_min": 0.677258424084596, "iqa_v2_clive_max": 0.677258424084596, "iqa_v2_koniq10k_mean": 0.5845281812879775, "iqa_v2_koniq10k_min": 0.5845281812879775, "iqa_v2_koniq10k_max": 0.5845281812879775, "imdecont": { "jpg": 0.3486372232437134 }, "imdecont_image_match": { "jpg": 104197 }, "imdecont_max": 0.3486372232437134, "imdecont_mean": 0.3486372232437134, "imdecont_min": 0.3486372232437134, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.125, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.125, "clip_score_dfn_public_prev_turn_only_min": 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": -5.9765625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -5.9765625, "clip_score_siglip2_b16_224_prev_turn_only_max": -5.9765625, "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": 22.359375, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.359375, "clip_score_clip_vitl14_224_next_turn_only_max": 22.359375, "clip_score_dfn_public_next_turn_only_min": 1.9130859375, "clip_score_dfn_public_next_turn_only_mean": 1.9130859375, "clip_score_dfn_public_next_turn_only_max": 1.9130859375, "clip_score_siglip2_b16_224_next_turn_only_min": -5.9453125, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.9453125, "clip_score_siglip2_b16_224_next_turn_only_max": -5.9453125, "clip_score_longclip_vitl14_224_next_turn_only_min": 19.421875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 19.421875, "clip_score_longclip_vitl14_224_next_turn_only_max": 19.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.8125, "clip_score_dfn_public_prev_and_next_turn_min": 2.80078125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.80078125, "clip_score_dfn_public_prev_and_next_turn_max": 2.80078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.9765625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.9765625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.9765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 6101.13 }, "im_clarity_mean": 6101.13, "im_clarity_min": 6101.13, "im_clarity_max": 6101.13, "im_luma": { "jpg": 196.93 }, "im_luma_mean": 196.93, "im_luma_min": 196.93, "im_luma_max": 196.93, "im_saturation": { "jpg": 20.22 }, "im_saturation_mean": 20.22, "im_saturation_min": 20.22, "im_saturation_max": 20.22, "im_entropy": { "jpg": 5.37 }, "im_entropy_mean": 5.37, "im_entropy_min": 5.37, "im_entropy_max": 5.37, "unifilter_score_qwen2_5_1_5b": 1.8447265625, "unifilter_score_qwen3_0_6b": 0.70947265625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.807831883430481, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.04597550258040428, "language_detection_annotation_nllb_2_lan": "en", "language_detection_annotation_nllb_2_score": 0.03322746604681015, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.32705482840538025, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.6161345839500427, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.8190820813179016, "text_quality_nvidia_edu_nemotron4_score": 1.3037109375, "text_quality_nvidia_edu_mixtral_score": 0.75244140625, "text_quality_dclmbaseline_fasttext_score": 0.738705575466156, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 5.1975250244140625e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00048148632049560547, "custom_fasttext_core_clean_fasttext_score": 9.5367431640625e-07, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.34375, "within_sample_repetition_detection": 4.0 }, "26": { "detoxify": 1, "length_chars": 500, "length_tokens": 2677, "length_tokens_text_only": 374, "length_tokens_trainable_only": 307, "length_images": 1, "iqa_live_mean": 0.3523382321752683, "iqa_live_min": 0.3523382321752683, "iqa_live_max": 0.3523382321752683, "iqa_csiq_mean": 0.588200032711029, "iqa_csiq_min": 0.588200032711029, "iqa_csiq_max": 0.588200032711029, "iqa_tid2013_mean": 0.22204234864976669, "iqa_tid2013_min": 0.22204234864976669, "iqa_tid2013_max": 0.22204234864976669, "iqa_kadid10k_mean": 0.2972412109375, "iqa_kadid10k_min": 0.2972412109375, "iqa_kadid10k_max": 0.2972412109375, "iqa_flive_mean": 0.6405710547861427, "iqa_flive_min": 0.6405710547861427, "iqa_flive_max": 0.6405710547861427, "iqa_spaq_mean": 0.5158484873145518, "iqa_spaq_min": 0.5158484873145518, "iqa_spaq_max": 0.5158484873145518, "iqa_clive_mean": 0.5066658174148714, "iqa_clive_min": 0.5066658174148714, "iqa_clive_max": 0.5066658174148714, "iqa_koniq10k_mean": 0.4686822216920179, "iqa_koniq10k_min": 0.4686822216920179, "iqa_koniq10k_max": 0.4686822216920179, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8726345896720886 }, { "lang": "en", "score": 0.033463697880506516 }, { "lang": "ta", "score": 0.012223975732922554 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3523382321752683, "iqa_v2_live_min": 0.3523382321752683, "iqa_v2_live_max": 0.3523382321752683, "iqa_v2_csiq_mean": 0.588200032711029, "iqa_v2_csiq_min": 0.588200032711029, "iqa_v2_csiq_max": 0.588200032711029, "iqa_v2_tid2013_mean": 0.22204234864976669, "iqa_v2_tid2013_min": 0.22204234864976669, "iqa_v2_tid2013_max": 0.22204234864976669, "iqa_v2_kadid10k_mean": 0.2972412109375, "iqa_v2_kadid10k_min": 0.2972412109375, "iqa_v2_kadid10k_max": 0.2972412109375, "iqa_v2_flive_mean": 0.6405710547861427, "iqa_v2_flive_min": 0.6405710547861427, "iqa_v2_flive_max": 0.6405710547861427, "iqa_v2_spaq_mean": 0.5158484873145518, "iqa_v2_spaq_min": 0.5158484873145518, "iqa_v2_spaq_max": 0.5158484873145518, "iqa_v2_clive_mean": 0.5066658174148714, "iqa_v2_clive_min": 0.5066658174148714, "iqa_v2_clive_max": 0.5066658174148714, "iqa_v2_koniq10k_mean": 0.4686822216920179, "iqa_v2_koniq10k_min": 0.4686822216920179, "iqa_v2_koniq10k_max": 0.4686822216920179, "imdecont": { "jpg": 0.3794211149215698 }, "imdecont_image_match": { "jpg": 215270 }, "imdecont_max": 0.3794211149215698, "imdecont_mean": 0.3794211149215698, "imdecont_min": 0.3794211149215698, "clip_score_clip_vitl14_224_prev_turn_only_min": 14.328125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 14.328125, "clip_score_clip_vitl14_224_prev_turn_only_max": 14.328125, "clip_score_dfn_public_prev_turn_only_min": 3.1640625, "clip_score_dfn_public_prev_turn_only_mean": 3.1640625, "clip_score_dfn_public_prev_turn_only_max": 3.1640625, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.953125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.953125, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.953125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.75, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.75, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.75, "clip_score_clip_vitl14_224_next_turn_only_min": 19.5625, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.5625, "clip_score_clip_vitl14_224_next_turn_only_max": 19.5625, "clip_score_dfn_public_next_turn_only_min": 2.92578125, "clip_score_dfn_public_next_turn_only_mean": 2.92578125, "clip_score_dfn_public_next_turn_only_max": 2.92578125, "clip_score_siglip2_b16_224_next_turn_only_min": -4.484375, "clip_score_siglip2_b16_224_next_turn_only_mean": -4.484375, "clip_score_siglip2_b16_224_next_turn_only_max": -4.484375, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.3125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.3125, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 18.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 18.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 18.703125, "clip_score_dfn_public_prev_and_next_turn_min": 3.0859375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.0859375, "clip_score_dfn_public_prev_and_next_turn_max": 3.0859375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.015625, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 8128.13 }, "im_clarity_mean": 8128.13, "im_clarity_min": 8128.13, "im_clarity_max": 8128.13, "im_luma": { "jpg": 229.9 }, "im_luma_mean": 229.9, "im_luma_min": 229.9, "im_luma_max": 229.9, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 2.9 }, "im_entropy_mean": 2.9, "im_entropy_min": 2.9, "im_entropy_max": 2.9, "unifilter_score_qwen2_5_1_5b": 0.4013671875, "unifilter_score_qwen3_0_6b": -0.57275390625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8726345896720886, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.033463697880506516, "language_detection_annotation_nllb_2_lan": "ta", "language_detection_annotation_nllb_2_score": 0.012223975732922554, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.6281914114952087, "text_quality_weborganizer_format_label": "Product Page", "text_quality_weborganizer_format_score": 0.30611151456832886, "text_quality_nvidia_domain_label": "Sports", "text_quality_nvidia_domain_score": 0.9906107783317566, "text_quality_nvidia_edu_nemotron4_score": 2.0078125, "text_quality_nvidia_edu_mixtral_score": 1.5302734375, "text_quality_dclmbaseline_fasttext_score": 0.9946858882904053, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 2.002716064453125e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 3.3736228942871094e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.34375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.46875, "within_sample_repetition_detection": 4.0 }, "40": { "detoxify": 1, "length_chars": 518, "length_tokens": 2644, "length_tokens_text_only": 341, "length_tokens_trainable_only": 277, "length_images": 1, "iqa_live_mean": 0.39305796767726087, "iqa_live_min": 0.39305796767726087, "iqa_live_max": 0.39305796767726087, "iqa_csiq_mean": 0.623356282711029, "iqa_csiq_min": 0.623356282711029, "iqa_csiq_max": 0.623356282711029, "iqa_tid2013_mean": 0.24504582087198892, "iqa_tid2013_min": 0.24504582087198892, "iqa_tid2013_max": 0.24504582087198892, "iqa_kadid10k_mean": 0.2962646484375, "iqa_kadid10k_min": 0.2962646484375, "iqa_kadid10k_max": 0.2962646484375, "iqa_flive_mean": 0.6599481756036932, "iqa_flive_min": 0.6599481756036932, "iqa_flive_max": 0.6599481756036932, "iqa_spaq_mean": 0.4944840248184975, "iqa_spaq_min": 0.4944840248184975, "iqa_spaq_max": 0.4944840248184975, "iqa_clive_mean": 0.5500094095865886, "iqa_clive_min": 0.5500094095865886, "iqa_clive_max": 0.5500094095865886, "iqa_koniq10k_mean": 0.4496639136112098, "iqa_koniq10k_min": 0.4496639136112098, "iqa_koniq10k_max": 0.4496639136112098, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9503136873245239 }, { "lang": "en", "score": 0.017626723274588585 }, { "lang": "ko", "score": 0.007896875962615013 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.39305796767726087, "iqa_v2_live_min": 0.39305796767726087, "iqa_v2_live_max": 0.39305796767726087, "iqa_v2_csiq_mean": 0.623356282711029, "iqa_v2_csiq_min": 0.623356282711029, "iqa_v2_csiq_max": 0.623356282711029, "iqa_v2_tid2013_mean": 0.24504582087198892, "iqa_v2_tid2013_min": 0.24504582087198892, "iqa_v2_tid2013_max": 0.24504582087198892, "iqa_v2_kadid10k_mean": 0.2962646484375, "iqa_v2_kadid10k_min": 0.2962646484375, "iqa_v2_kadid10k_max": 0.2962646484375, "iqa_v2_flive_mean": 0.6599481756036932, "iqa_v2_flive_min": 0.6599481756036932, "iqa_v2_flive_max": 0.6599481756036932, "iqa_v2_spaq_mean": 0.4944837165601326, "iqa_v2_spaq_min": 0.4944837165601326, "iqa_v2_spaq_max": 0.4944837165601326, "iqa_v2_clive_mean": 0.5500094095865886, "iqa_v2_clive_min": 0.5500094095865886, "iqa_v2_clive_max": 0.5500094095865886, "iqa_v2_koniq10k_mean": 0.4496639136112098, "iqa_v2_koniq10k_min": 0.4496639136112098, "iqa_v2_koniq10k_max": 0.4496639136112098, "imdecont": { "jpg": 0.3436012268066406 }, "imdecont_image_match": { "jpg": 85700 }, "imdecont_max": 0.3436012268066406, "imdecont_mean": 0.3436012268066406, "imdecont_min": 0.3436012268066406, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.65625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.65625, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.65625, "clip_score_dfn_public_prev_turn_only_min": 1.90234375, "clip_score_dfn_public_prev_turn_only_mean": 1.90234375, "clip_score_dfn_public_prev_turn_only_max": 1.90234375, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.6875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.6875, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.6875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.65625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.65625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.65625, "clip_score_clip_vitl14_224_next_turn_only_min": 24.421875, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.421875, "clip_score_clip_vitl14_224_next_turn_only_max": 24.421875, "clip_score_dfn_public_next_turn_only_min": 2.287109375, "clip_score_dfn_public_next_turn_only_mean": 2.287109375, "clip_score_dfn_public_next_turn_only_max": 2.287109375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.59375, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.59375, "clip_score_siglip2_b16_224_next_turn_only_max": -9.59375, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.0625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.0625, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 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": 3.416015625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.416015625, "clip_score_dfn_public_prev_and_next_turn_max": 3.416015625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.1015625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.1015625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.1015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.421875, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 8895.36 }, "im_clarity_mean": 8895.36, "im_clarity_min": 8895.36, "im_clarity_max": 8895.36, "im_luma": { "jpg": 227.86 }, "im_luma_mean": 227.86, "im_luma_min": 227.86, "im_luma_max": 227.86, "im_saturation": { "jpg": 0.11 }, "im_saturation_mean": 0.11, "im_saturation_min": 0.11, "im_saturation_max": 0.11, "im_entropy": { "jpg": 3.13 }, "im_entropy_mean": 3.13, "im_entropy_min": 3.13, "im_entropy_max": 3.13, "unifilter_score_qwen2_5_1_5b": 2.26953125, "unifilter_score_qwen3_0_6b": 0.03564453125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9503136873245239, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.017626723274588585, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.007896875962615013, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.45861703157424927, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.38629665970802307, "text_quality_nvidia_domain_label": "Law_and_Government", "text_quality_nvidia_domain_score": 0.9098517894744873, "text_quality_nvidia_edu_nemotron4_score": 1.4853515625, "text_quality_nvidia_edu_mixtral_score": 0.990234375, "text_quality_dclmbaseline_fasttext_score": 0.11539995670318604, "text_quality_dolma3_fasttext_score": 0.5707361698150635, "custom_fasttext_val_fasttext_score": 8.64267349243164e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0001944899559020996, "custom_fasttext_core_clean_fasttext_score": 9.5367431640625e-07, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.21875, "within_sample_repetition_detection": 6.0 }, "39": { "detoxify": 1, "length_chars": 382, "length_tokens": 2569, "length_tokens_text_only": 265, "length_tokens_trainable_only": 198, "length_images": 1, "iqa_live_mean": 0.3051475756096117, "iqa_live_min": 0.3051475756096117, "iqa_live_max": 0.3051475756096117, "iqa_csiq_mean": 0.525455892086029, "iqa_csiq_min": 0.525455892086029, "iqa_csiq_max": 0.525455892086029, "iqa_tid2013_mean": 0.19317950142754448, "iqa_tid2013_min": 0.19317950142754448, "iqa_tid2013_max": 0.19317950142754448, "iqa_kadid10k_mean": 0.2247314453125, "iqa_kadid10k_min": 0.2247314453125, "iqa_kadid10k_max": 0.2247314453125, "iqa_flive_mean": 0.6178869382299559, "iqa_flive_min": 0.6178869382299559, "iqa_flive_max": 0.6178869382299559, "iqa_spaq_mean": 0.5618357032236427, "iqa_spaq_min": 0.5618357032236427, "iqa_spaq_max": 0.5618357032236427, "iqa_clive_mean": 0.41707853837446734, "iqa_clive_min": 0.41707853837446734, "iqa_clive_max": 0.41707853837446734, "iqa_koniq10k_mean": 0.4790988883586845, "iqa_koniq10k_min": 0.4790988883586845, "iqa_koniq10k_max": 0.4790988883586845, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8792572617530823 }, { "lang": "en", "score": 0.043505385518074036 }, { "lang": "ta", "score": 0.010631308890879154 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3051475756096117, "iqa_v2_live_min": 0.3051475756096117, "iqa_v2_live_max": 0.3051475756096117, "iqa_v2_csiq_mean": 0.525455892086029, "iqa_v2_csiq_min": 0.525455892086029, "iqa_v2_csiq_max": 0.525455892086029, "iqa_v2_tid2013_mean": 0.19317950142754448, "iqa_v2_tid2013_min": 0.19317950142754448, "iqa_v2_tid2013_max": 0.19317950142754448, "iqa_v2_kadid10k_mean": 0.2247314453125, "iqa_v2_kadid10k_min": 0.2247314453125, "iqa_v2_kadid10k_max": 0.2247314453125, "iqa_v2_flive_mean": 0.6178869382299559, "iqa_v2_flive_min": 0.6178869382299559, "iqa_v2_flive_max": 0.6178869382299559, "iqa_v2_spaq_mean": 0.5618357032236427, "iqa_v2_spaq_min": 0.5618357032236427, "iqa_v2_spaq_max": 0.5618357032236427, "iqa_v2_clive_mean": 0.41707853837446734, "iqa_v2_clive_min": 0.41707853837446734, "iqa_v2_clive_max": 0.41707853837446734, "iqa_v2_koniq10k_mean": 0.4790988883586845, "iqa_v2_koniq10k_min": 0.4790988883586845, "iqa_v2_koniq10k_max": 0.4790988883586845, "imdecont": { "jpg": 0.4528052806854248 }, "imdecont_image_match": { "jpg": 215263 }, "imdecont_max": 0.4528052806854248, "imdecont_mean": 0.4528052806854248, "imdecont_min": 0.4528052806854248, "clip_score_clip_vitl14_224_prev_turn_only_min": 12.9140625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 12.9140625, "clip_score_clip_vitl14_224_prev_turn_only_max": 12.9140625, "clip_score_dfn_public_prev_turn_only_min": 2.203125, "clip_score_dfn_public_prev_turn_only_mean": 2.203125, "clip_score_dfn_public_prev_turn_only_max": 2.203125, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.84375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.84375, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.84375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.484375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.484375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.484375, "clip_score_clip_vitl14_224_next_turn_only_min": 21.046875, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.046875, "clip_score_clip_vitl14_224_next_turn_only_max": 21.046875, "clip_score_dfn_public_next_turn_only_min": 3.416015625, "clip_score_dfn_public_next_turn_only_mean": 3.416015625, "clip_score_dfn_public_next_turn_only_max": 3.416015625, "clip_score_siglip2_b16_224_next_turn_only_min": -6.5, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.5, "clip_score_siglip2_b16_224_next_turn_only_max": -6.5, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.5625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.5625, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 19.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 19.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 19.515625, "clip_score_dfn_public_prev_and_next_turn_min": 3.97265625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.97265625, "clip_score_dfn_public_prev_and_next_turn_max": 3.97265625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -7.6875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -7.6875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -7.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.59375, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4106.91 }, "im_clarity_mean": 4106.91, "im_clarity_min": 4106.91, "im_clarity_max": 4106.91, "im_luma": { "jpg": 233.03 }, "im_luma_mean": 233.03, "im_luma_min": 233.03, "im_luma_max": 233.03, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 2.35 }, "im_entropy_mean": 2.35, "im_entropy_min": 2.35, "im_entropy_max": 2.35, "unifilter_score_qwen2_5_1_5b": 2.232421875, "unifilter_score_qwen3_0_6b": 1.6748046875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8792572617530823, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.043505385518074036, "language_detection_annotation_nllb_2_lan": "ta", "language_detection_annotation_nllb_2_score": 0.010631308890879154, "text_quality_weborganizer_topic_label": "Software Dev.", "text_quality_weborganizer_topic_score": 0.267457515001297, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.5575347542762756, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9976416826248169, "text_quality_nvidia_edu_nemotron4_score": 1.94140625, "text_quality_nvidia_edu_mixtral_score": 1.4365234375, "text_quality_dclmbaseline_fasttext_score": 0.9922136068344116, "text_quality_dolma3_fasttext_score": 0.999817430973053, "custom_fasttext_val_fasttext_score": 6.961822509765625e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00030422210693359375, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.546875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.015625, "within_sample_repetition_detection": 4.0 }, "38": { "detoxify": 1, "length_chars": 354, "length_tokens": 2577, "length_tokens_text_only": 274, "length_tokens_trainable_only": 210, "length_images": 1, "iqa_live_mean": 0.6019437000004932, "iqa_live_min": 0.6019437000004932, "iqa_live_max": 0.6019437000004932, "iqa_csiq_mean": 0.705875813961029, "iqa_csiq_min": 0.705875813961029, "iqa_csiq_max": 0.705875813961029, "iqa_tid2013_mean": 0.4340649180942111, "iqa_tid2013_min": 0.4340649180942111, "iqa_tid2013_max": 0.4340649180942111, "iqa_kadid10k_mean": 0.3663330078125, "iqa_kadid10k_min": 0.3663330078125, "iqa_kadid10k_max": 0.3663330078125, "iqa_flive_mean": 0.6170386112097539, "iqa_flive_min": 0.6170386112097539, "iqa_flive_max": 0.6170386112097539, "iqa_spaq_mean": 0.5409629128196023, "iqa_spaq_min": 0.5409629128196023, "iqa_spaq_max": 0.5409629128196023, "iqa_clive_mean": 0.37020353837446734, "iqa_clive_min": 0.37020353837446734, "iqa_clive_max": 0.37020353837446734, "iqa_koniq10k_mean": 0.49148840856070475, "iqa_koniq10k_min": 0.49148840856070475, "iqa_koniq10k_max": 0.49148840856070475, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.5921182036399841 }, { "lang": "ja", "score": 0.149201437830925 }, { "lang": "en", "score": 0.1336926817893982 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.6019437000004932, "iqa_v2_live_min": 0.6019437000004932, "iqa_v2_live_max": 0.6019437000004932, "iqa_v2_csiq_mean": 0.705875813961029, "iqa_v2_csiq_min": 0.705875813961029, "iqa_v2_csiq_max": 0.705875813961029, "iqa_v2_tid2013_mean": 0.4340649180942111, "iqa_v2_tid2013_min": 0.4340649180942111, "iqa_v2_tid2013_max": 0.4340649180942111, "iqa_v2_kadid10k_mean": 0.3663330078125, "iqa_v2_kadid10k_min": 0.3663330078125, "iqa_v2_kadid10k_max": 0.3663330078125, "iqa_v2_flive_mean": 0.6170386112097539, "iqa_v2_flive_min": 0.6170386112097539, "iqa_v2_flive_max": 0.6170386112097539, "iqa_v2_spaq_mean": 0.5409629128196023, "iqa_v2_spaq_min": 0.5409629128196023, "iqa_v2_spaq_max": 0.5409629128196023, "iqa_v2_clive_mean": 0.37020353837446734, "iqa_v2_clive_min": 0.37020353837446734, "iqa_v2_clive_max": 0.37020353837446734, "iqa_v2_koniq10k_mean": 0.49148840856070475, "iqa_v2_koniq10k_min": 0.49148840856070475, "iqa_v2_koniq10k_max": 0.49148840856070475, "imdecont": { "jpg": 0.2857787609100342 }, "imdecont_image_match": { "jpg": 236022 }, "imdecont_max": 0.2857787609100342, "imdecont_mean": 0.2857787609100342, "imdecont_min": 0.2857787609100342, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.171875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.171875, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.171875, "clip_score_dfn_public_prev_turn_only_min": 1.0673828125, "clip_score_dfn_public_prev_turn_only_mean": 1.0673828125, "clip_score_dfn_public_prev_turn_only_max": 1.0673828125, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.2734375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.2734375, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.2734375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.046875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.046875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.046875, "clip_score_clip_vitl14_224_next_turn_only_min": 26.09375, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.09375, "clip_score_clip_vitl14_224_next_turn_only_max": 26.09375, "clip_score_dfn_public_next_turn_only_min": 1.7978515625, "clip_score_dfn_public_next_turn_only_mean": 1.7978515625, "clip_score_dfn_public_next_turn_only_max": 1.7978515625, "clip_score_siglip2_b16_224_next_turn_only_min": -9.921875, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.921875, "clip_score_siglip2_b16_224_next_turn_only_max": -9.921875, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.078125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.078125, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.765625, "clip_score_dfn_public_prev_and_next_turn_min": 2.001953125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.001953125, "clip_score_dfn_public_prev_and_next_turn_max": 2.001953125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.9140625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.9140625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.9140625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.796875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 943.42 }, "im_clarity_mean": 943.42, "im_clarity_min": 943.42, "im_clarity_max": 943.42, "im_luma": { "jpg": 166.92 }, "im_luma_mean": 166.92, "im_luma_min": 166.92, "im_luma_max": 166.92, "im_saturation": { "jpg": 66.66 }, "im_saturation_mean": 66.66, "im_saturation_min": 66.66, "im_saturation_max": 66.66, "im_entropy": { "jpg": 5.95 }, "im_entropy_mean": 5.95, "im_entropy_min": 5.95, "im_entropy_max": 5.95, "unifilter_score_qwen2_5_1_5b": 1.03515625, "unifilter_score_qwen3_0_6b": -0.67822265625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.5921182036399841, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.149201437830925, "language_detection_annotation_nllb_2_lan": "en", "language_detection_annotation_nllb_2_score": 0.1336926817893982, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.7361566424369812, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.2917340099811554, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.8466334939002991, "text_quality_nvidia_edu_nemotron4_score": 1.44140625, "text_quality_nvidia_edu_mixtral_score": 0.69482421875, "text_quality_dclmbaseline_fasttext_score": 0.7239118814468384, "text_quality_dolma3_fasttext_score": 0.37103742361068726, "custom_fasttext_val_fasttext_score": 0.0007679462432861328, "custom_fasttext_core_fasttext_score": 1.4066696166992188e-05, "custom_fasttext_val_clean_fasttext_score": 0.0018159151077270508, "custom_fasttext_core_clean_fasttext_score": 0.00025218725204467773, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.96875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.84375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 4.0 }, "46": { "detoxify": 1, "length_chars": 354, "length_tokens": 2549, "length_tokens_text_only": 246, "length_tokens_trainable_only": 181, "length_images": 1, "iqa_live_mean": 0.3060945453065814, "iqa_live_min": 0.3060945453065814, "iqa_live_max": 0.3060945453065814, "iqa_csiq_mean": 0.514835774898529, "iqa_csiq_min": 0.514835774898529, "iqa_csiq_max": 0.514835774898529, "iqa_tid2013_mean": 0.19122637642754448, "iqa_tid2013_min": 0.19122637642754448, "iqa_tid2013_max": 0.19122637642754448, "iqa_kadid10k_mean": 0.2225341796875, "iqa_kadid10k_min": 0.2225341796875, "iqa_kadid10k_max": 0.2225341796875, "iqa_flive_mean": 0.608752626361269, "iqa_flive_min": 0.608752626361269, "iqa_flive_max": 0.608752626361269, "iqa_spaq_mean": 0.5616778749408144, "iqa_spaq_min": 0.5616778749408144, "iqa_spaq_max": 0.5616778749408144, "iqa_clive_mean": 0.3825141444350734, "iqa_clive_min": 0.3825141444350734, "iqa_clive_max": 0.3825141444350734, "iqa_koniq10k_mean": 0.4834391661364623, "iqa_koniq10k_min": 0.4834391661364623, "iqa_koniq10k_max": 0.4834391661364623, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.896353006362915 }, { "lang": "en", "score": 0.0381748341023922 }, { "lang": "ja", "score": 0.01300097443163395 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3060945453065814, "iqa_v2_live_min": 0.3060945453065814, "iqa_v2_live_max": 0.3060945453065814, "iqa_v2_csiq_mean": 0.514835774898529, "iqa_v2_csiq_min": 0.514835774898529, "iqa_v2_csiq_max": 0.514835774898529, "iqa_v2_tid2013_mean": 0.19122637642754448, "iqa_v2_tid2013_min": 0.19122637642754448, "iqa_v2_tid2013_max": 0.19122637642754448, "iqa_v2_kadid10k_mean": 0.2225341796875, "iqa_v2_kadid10k_min": 0.2225341796875, "iqa_v2_kadid10k_max": 0.2225341796875, "iqa_v2_flive_mean": 0.608752626361269, "iqa_v2_flive_min": 0.608752626361269, "iqa_v2_flive_max": 0.608752626361269, "iqa_v2_spaq_mean": 0.5616778749408144, "iqa_v2_spaq_min": 0.5616778749408144, "iqa_v2_spaq_max": 0.5616778749408144, "iqa_v2_clive_mean": 0.3825141444350734, "iqa_v2_clive_min": 0.3825141444350734, "iqa_v2_clive_max": 0.3825141444350734, "iqa_v2_koniq10k_mean": 0.4834391661364623, "iqa_v2_koniq10k_min": 0.4834391661364623, "iqa_v2_koniq10k_max": 0.4834391661364623, "imdecont": { "jpg": 0.42745912075042725 }, "imdecont_image_match": { "jpg": 189408 }, "imdecont_max": 0.42745912075042725, "imdecont_mean": 0.42745912075042725, "imdecont_min": 0.42745912075042725, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.765625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.765625, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.765625, "clip_score_dfn_public_prev_turn_only_min": 2.439453125, "clip_score_dfn_public_prev_turn_only_mean": 2.439453125, "clip_score_dfn_public_prev_turn_only_max": 2.439453125, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.28125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.28125, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.28125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.875, "clip_score_clip_vitl14_224_next_turn_only_min": 22.703125, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.703125, "clip_score_clip_vitl14_224_next_turn_only_max": 22.703125, "clip_score_dfn_public_next_turn_only_min": 3.080078125, "clip_score_dfn_public_next_turn_only_mean": 3.080078125, "clip_score_dfn_public_next_turn_only_max": 3.080078125, "clip_score_siglip2_b16_224_next_turn_only_min": -9.734375, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.734375, "clip_score_siglip2_b16_224_next_turn_only_max": -9.734375, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.734375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.734375, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.015625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.015625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.015625, "clip_score_dfn_public_prev_and_next_turn_min": 2.51171875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.51171875, "clip_score_dfn_public_prev_and_next_turn_max": 2.51171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -10.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -10.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -10.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.84375, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3400.51 }, "im_clarity_mean": 3400.51, "im_clarity_min": 3400.51, "im_clarity_max": 3400.51, "im_luma": { "jpg": 235.95 }, "im_luma_mean": 235.95, "im_luma_min": 235.95, "im_luma_max": 235.95, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 2.11 }, "im_entropy_mean": 2.11, "im_entropy_min": 2.11, "im_entropy_max": 2.11, "unifilter_score_qwen2_5_1_5b": 0.1605224609375, "unifilter_score_qwen3_0_6b": 0.0161285400390625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.896353006362915, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.0381748341023922, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.01300097443163395, "text_quality_weborganizer_topic_label": "Social Life", "text_quality_weborganizer_topic_score": 0.2943950891494751, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.31530237197875977, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.8359301686286926, "text_quality_nvidia_edu_nemotron4_score": 1.0703125, "text_quality_nvidia_edu_mixtral_score": 0.6044921875, "text_quality_dclmbaseline_fasttext_score": 0.998092532157898, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 7.510185241699219e-06, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 3.6716461181640625e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.90625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.65625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.25, "within_sample_repetition_detection": 4.0 }, "28": { "detoxify": 1, "length_chars": 494, "length_tokens": 2661, "length_tokens_text_only": 358, "length_tokens_trainable_only": 295, "length_images": 1, "iqa_live_mean": 0.39960784141463457, "iqa_live_min": 0.39960784141463457, "iqa_live_max": 0.39960784141463457, "iqa_csiq_mean": 0.626041829586029, "iqa_csiq_min": 0.626041829586029, "iqa_csiq_max": 0.626041829586029, "iqa_tid2013_mean": 0.2918123139275445, "iqa_tid2013_min": 0.2918123139275445, "iqa_tid2013_max": 0.2918123139275445, "iqa_kadid10k_mean": 0.3682861328125, "iqa_kadid10k_min": 0.3682861328125, "iqa_kadid10k_max": 0.3682861328125, "iqa_flive_mean": 0.6543354072956125, "iqa_flive_min": 0.6543354072956125, "iqa_flive_max": 0.6543354072956125, "iqa_spaq_mean": 0.49886961657591544, "iqa_spaq_min": 0.49886961657591544, "iqa_spaq_max": 0.49886961657591544, "iqa_clive_mean": 0.47846110180170853, "iqa_clive_min": 0.47846110180170853, "iqa_clive_max": 0.47846110180170853, "iqa_koniq10k_mean": 0.4442977519950482, "iqa_koniq10k_min": 0.4442977519950482, "iqa_koniq10k_max": 0.4442977519950482, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8883660435676575 }, { "lang": "en", "score": 0.022785574197769165 }, { "lang": "ta", "score": 0.01719658263027668 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.39960784141463457, "iqa_v2_live_min": 0.39960784141463457, "iqa_v2_live_max": 0.39960784141463457, "iqa_v2_csiq_mean": 0.626041829586029, "iqa_v2_csiq_min": 0.626041829586029, "iqa_v2_csiq_max": 0.626041829586029, "iqa_v2_tid2013_mean": 0.2918123139275445, "iqa_v2_tid2013_min": 0.2918123139275445, "iqa_v2_tid2013_max": 0.2918123139275445, "iqa_v2_kadid10k_mean": 0.3682861328125, "iqa_v2_kadid10k_min": 0.3682861328125, "iqa_v2_kadid10k_max": 0.3682861328125, "iqa_v2_flive_mean": 0.6543354072956125, "iqa_v2_flive_min": 0.6543354072956125, "iqa_v2_flive_max": 0.6543354072956125, "iqa_v2_spaq_mean": 0.49886961657591544, "iqa_v2_spaq_min": 0.49886961657591544, "iqa_v2_spaq_max": 0.49886961657591544, "iqa_v2_clive_mean": 0.47846110180170853, "iqa_v2_clive_min": 0.47846110180170853, "iqa_v2_clive_max": 0.47846110180170853, "iqa_v2_koniq10k_mean": 0.4442977519950482, "iqa_v2_koniq10k_min": 0.4442977519950482, "iqa_v2_koniq10k_max": 0.4442977519950482, "imdecont": { "jpg": 0.3623913526535034 }, "imdecont_image_match": { "jpg": 73099 }, "imdecont_max": 0.3623913526535034, "imdecont_mean": 0.3623913526535034, "imdecont_min": 0.3623913526535034, "clip_score_clip_vitl14_224_prev_turn_only_min": 14.015625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 14.015625, "clip_score_clip_vitl14_224_prev_turn_only_max": 14.015625, "clip_score_dfn_public_prev_turn_only_min": 1.6767578125, "clip_score_dfn_public_prev_turn_only_mean": 1.6767578125, "clip_score_dfn_public_prev_turn_only_max": 1.6767578125, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.125, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.359375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.359375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.359375, "clip_score_clip_vitl14_224_next_turn_only_min": 20.3125, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.3125, "clip_score_clip_vitl14_224_next_turn_only_max": 20.3125, "clip_score_dfn_public_next_turn_only_min": 2.251953125, "clip_score_dfn_public_next_turn_only_mean": 2.251953125, "clip_score_dfn_public_next_turn_only_max": 2.251953125, "clip_score_siglip2_b16_224_next_turn_only_min": -7.7421875, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.7421875, "clip_score_siglip2_b16_224_next_turn_only_max": -7.7421875, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.890625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.890625, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.890625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 18.109375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 18.109375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 18.109375, "clip_score_dfn_public_prev_and_next_turn_min": 2.92578125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.92578125, "clip_score_dfn_public_prev_and_next_turn_max": 2.92578125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.0, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.0, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.0, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.0, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.0, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.0, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5549.73 }, "im_clarity_mean": 5549.73, "im_clarity_min": 5549.73, "im_clarity_max": 5549.73, "im_luma": { "jpg": 233.91 }, "im_luma_mean": 233.91, "im_luma_min": 233.91, "im_luma_max": 233.91, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 2.93 }, "im_entropy_mean": 2.93, "im_entropy_min": 2.93, "im_entropy_max": 2.93, "unifilter_score_qwen2_5_1_5b": 0.9560546875, "unifilter_score_qwen3_0_6b": -0.55078125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8883660435676575, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.022785574197769165, "language_detection_annotation_nllb_2_lan": "ta", "language_detection_annotation_nllb_2_score": 0.01719658263027668, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.34489205479621887, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.32858577370643616, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.9922947883605957, "text_quality_nvidia_edu_nemotron4_score": 1.4462890625, "text_quality_nvidia_edu_mixtral_score": 1.02734375, "text_quality_dclmbaseline_fasttext_score": 0.9883081316947937, "text_quality_dolma3_fasttext_score": 0.9903689026832581, "custom_fasttext_val_fasttext_score": 2.5391578674316406e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 4.6372413635253906e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.53125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.5, "within_sample_repetition_detection": 4.0 }, "41": { "detoxify": 1, "length_chars": 308, "length_tokens": 2567, "length_tokens_text_only": 264, "length_tokens_trainable_only": 200, "length_images": 1, "iqa_live_mean": 0.6495289272732205, "iqa_live_min": 0.6495289272732205, "iqa_live_max": 0.6495289272732205, "iqa_csiq_mean": 0.762028157711029, "iqa_csiq_min": 0.762028157711029, "iqa_csiq_max": 0.762028157711029, "iqa_tid2013_mean": 0.4864941173129611, "iqa_tid2013_min": 0.4864941173129611, "iqa_tid2013_max": 0.4864941173129611, "iqa_kadid10k_mean": 0.4974365234375, "iqa_kadid10k_min": 0.4974365234375, "iqa_kadid10k_max": 0.4974365234375, "iqa_flive_mean": 0.699957645300663, "iqa_flive_min": 0.699957645300663, "iqa_flive_max": 0.699957645300663, "iqa_spaq_mean": 0.5878773698903094, "iqa_spaq_min": 0.5878773698903094, "iqa_spaq_max": 0.5878773698903094, "iqa_clive_mean": 0.5186015813037603, "iqa_clive_min": 0.5186015813037603, "iqa_clive_max": 0.5186015813037603, "iqa_koniq10k_mean": 0.6124637873485835, "iqa_koniq10k_min": 0.6124637873485835, "iqa_koniq10k_max": 0.6124637873485835, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.3823860287666321 }, { "lang": "en", "score": 0.2788201868534088 }, { "lang": "ko", "score": 0.06936147809028625 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.6495289272732205, "iqa_v2_live_min": 0.6495289272732205, "iqa_v2_live_max": 0.6495289272732205, "iqa_v2_csiq_mean": 0.762028157711029, "iqa_v2_csiq_min": 0.762028157711029, "iqa_v2_csiq_max": 0.762028157711029, "iqa_v2_tid2013_mean": 0.4864941173129611, "iqa_v2_tid2013_min": 0.4864941173129611, "iqa_v2_tid2013_max": 0.4864941173129611, "iqa_v2_kadid10k_mean": 0.4974365234375, "iqa_v2_kadid10k_min": 0.4974365234375, "iqa_v2_kadid10k_max": 0.4974365234375, "iqa_v2_flive_mean": 0.699957645300663, "iqa_v2_flive_min": 0.699957645300663, "iqa_v2_flive_max": 0.699957645300663, "iqa_v2_spaq_mean": 0.5878773698903094, "iqa_v2_spaq_min": 0.5878773698903094, "iqa_v2_spaq_max": 0.5878773698903094, "iqa_v2_clive_mean": 0.5186015813037603, "iqa_v2_clive_min": 0.5186015813037603, "iqa_v2_clive_max": 0.5186015813037603, "iqa_v2_koniq10k_mean": 0.6124637873485835, "iqa_v2_koniq10k_min": 0.6124637873485835, "iqa_v2_koniq10k_max": 0.6124637873485835, "imdecont": { "jpg": 0.2708970904350281 }, "imdecont_image_match": { "jpg": 181155 }, "imdecont_max": 0.2708970904350281, "imdecont_mean": 0.2708970904350281, "imdecont_min": 0.2708970904350281, "clip_score_clip_vitl14_224_prev_turn_only_min": 12.8046875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 12.8046875, "clip_score_clip_vitl14_224_prev_turn_only_max": 12.8046875, "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": -10.84375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -10.84375, "clip_score_siglip2_b16_224_prev_turn_only_max": -10.84375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 13.21875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 13.21875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 13.21875, "clip_score_clip_vitl14_224_next_turn_only_min": 22.296875, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.296875, "clip_score_clip_vitl14_224_next_turn_only_max": 22.296875, "clip_score_dfn_public_next_turn_only_min": 0.461669921875, "clip_score_dfn_public_next_turn_only_mean": 0.461669921875, "clip_score_dfn_public_next_turn_only_max": 0.461669921875, "clip_score_siglip2_b16_224_next_turn_only_min": -4.875, "clip_score_siglip2_b16_224_next_turn_only_mean": -4.875, "clip_score_siglip2_b16_224_next_turn_only_max": -4.875, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.171875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.171875, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.703125, "clip_score_dfn_public_prev_and_next_turn_min": -0.438720703125, "clip_score_dfn_public_prev_and_next_turn_mean": -0.438720703125, "clip_score_dfn_public_prev_and_next_turn_max": -0.438720703125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -7.25, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -7.25, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -7.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.671875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.671875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.671875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1070.72 }, "im_clarity_mean": 1070.72, "im_clarity_min": 1070.72, "im_clarity_max": 1070.72, "im_luma": { "jpg": 129.64 }, "im_luma_mean": 129.64, "im_luma_min": 129.64, "im_luma_max": 129.64, "im_saturation": { "jpg": 105.53 }, "im_saturation_mean": 105.53, "im_saturation_min": 105.53, "im_saturation_max": 105.53, "im_entropy": { "jpg": 6.43 }, "im_entropy_mean": 6.43, "im_entropy_min": 6.43, "im_entropy_max": 6.43, "unifilter_score_qwen2_5_1_5b": 0.32568359375, "unifilter_score_qwen3_0_6b": -1.4384765625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.3823860287666321, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.2788201868534088, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.06936147809028625, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.42229941487312317, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.39188358187675476, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.9997619986534119, "text_quality_nvidia_edu_nemotron4_score": 1.3232421875, "text_quality_nvidia_edu_mixtral_score": 0.740234375, "text_quality_dclmbaseline_fasttext_score": 0.8939453363418579, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.00018531084060668945, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 1.9431114196777344e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.375, "within_sample_repetition_detection": 4.0 }, "44": { "detoxify": 1, "length_chars": 500, "length_tokens": 2667, "length_tokens_text_only": 364, "length_tokens_trainable_only": 300, "length_images": 1, "iqa_live_mean": 0.3802738767681699, "iqa_live_min": 0.3802738767681699, "iqa_live_max": 0.3802738767681699, "iqa_csiq_mean": 0.591862142086029, "iqa_csiq_min": 0.591862142086029, "iqa_csiq_max": 0.591862142086029, "iqa_tid2013_mean": 0.23875241809421113, "iqa_tid2013_min": 0.23875241809421113, "iqa_tid2013_max": 0.23875241809421113, "iqa_kadid10k_mean": 0.2918701171875, "iqa_kadid10k_min": 0.2918701171875, "iqa_kadid10k_max": 0.2918701171875, "iqa_flive_mean": 0.6024592235834912, "iqa_flive_min": 0.6024592235834912, "iqa_flive_max": 0.6024592235834912, "iqa_spaq_mean": 0.44496385978929925, "iqa_spaq_min": 0.44496385978929925, "iqa_spaq_max": 0.44496385978929925, "iqa_clive_mean": 0.3327982353441643, "iqa_clive_min": 0.3327982353441643, "iqa_clive_max": 0.3327982353441643, "iqa_koniq10k_mean": 0.47546883785363403, "iqa_koniq10k_min": 0.47546883785363403, "iqa_koniq10k_max": 0.47546883785363403, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9674170017242432 }, { "lang": "en", "score": 0.008580061607062817 }, { "lang": "ta", "score": 0.004078441299498081 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3802738767681699, "iqa_v2_live_min": 0.3802738767681699, "iqa_v2_live_max": 0.3802738767681699, "iqa_v2_csiq_mean": 0.591862142086029, "iqa_v2_csiq_min": 0.591862142086029, "iqa_v2_csiq_max": 0.591862142086029, "iqa_v2_tid2013_mean": 0.23875241809421113, "iqa_v2_tid2013_min": 0.23875241809421113, "iqa_v2_tid2013_max": 0.23875241809421113, "iqa_v2_kadid10k_mean": 0.2918701171875, "iqa_v2_kadid10k_min": 0.2918701171875, "iqa_v2_kadid10k_max": 0.2918701171875, "iqa_v2_flive_mean": 0.6024592235834912, "iqa_v2_flive_min": 0.6024592235834912, "iqa_v2_flive_max": 0.6024592235834912, "iqa_v2_spaq_mean": 0.44496385978929925, "iqa_v2_spaq_min": 0.44496385978929925, "iqa_v2_spaq_max": 0.44496385978929925, "iqa_v2_clive_mean": 0.3327982353441643, "iqa_v2_clive_min": 0.3327982353441643, "iqa_v2_clive_max": 0.3327982353441643, "iqa_v2_koniq10k_mean": 0.47546883785363403, "iqa_v2_koniq10k_min": 0.47546883785363403, "iqa_v2_koniq10k_max": 0.47546883785363403, "imdecont": { "jpg": 0.41232049465179443 }, "imdecont_image_match": { "jpg": 189319 }, "imdecont_max": 0.41232049465179443, "imdecont_mean": 0.41232049465179443, "imdecont_min": 0.41232049465179443, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.765625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.765625, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.765625, "clip_score_dfn_public_prev_turn_only_min": 0.912109375, "clip_score_dfn_public_prev_turn_only_mean": 0.912109375, "clip_score_dfn_public_prev_turn_only_max": 0.912109375, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.1953125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.1953125, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.1953125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.0625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.0625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.0625, "clip_score_clip_vitl14_224_next_turn_only_min": 22.5, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.5, "clip_score_clip_vitl14_224_next_turn_only_max": 22.5, "clip_score_dfn_public_next_turn_only_min": 2.27734375, "clip_score_dfn_public_next_turn_only_mean": 2.27734375, "clip_score_dfn_public_next_turn_only_max": 2.27734375, "clip_score_siglip2_b16_224_next_turn_only_min": -6.046875, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.046875, "clip_score_siglip2_b16_224_next_turn_only_max": -6.046875, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.375, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.0, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.0, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.0, "clip_score_dfn_public_prev_and_next_turn_min": 2.115234375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.115234375, "clip_score_dfn_public_prev_and_next_turn_max": 2.115234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -7.6171875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -7.6171875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -7.6171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.90625, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5238.4 }, "im_clarity_mean": 5238.4, "im_clarity_min": 5238.4, "im_clarity_max": 5238.4, "im_luma": { "jpg": 231.95 }, "im_luma_mean": 231.95, "im_luma_min": 231.95, "im_luma_max": 231.95, "im_saturation": { "jpg": 2.45 }, "im_saturation_mean": 2.45, "im_saturation_min": 2.45, "im_saturation_max": 2.45, "im_entropy": { "jpg": 2.55 }, "im_entropy_mean": 2.55, "im_entropy_min": 2.55, "im_entropy_max": 2.55, "unifilter_score_qwen2_5_1_5b": 0.80322265625, "unifilter_score_qwen3_0_6b": 1.9150390625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9674170017242432, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.008580061607062817, "language_detection_annotation_nllb_2_lan": "ta", "language_detection_annotation_nllb_2_score": 0.004078441299498081, "text_quality_weborganizer_topic_label": "Literature", "text_quality_weborganizer_topic_score": 0.3864437937736511, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.43893545866012573, "text_quality_nvidia_domain_label": "Adult", "text_quality_nvidia_domain_score": 0.9802474975585938, "text_quality_nvidia_edu_nemotron4_score": 1.3642578125, "text_quality_nvidia_edu_mixtral_score": 0.6845703125, "text_quality_dclmbaseline_fasttext_score": 0.9571792483329773, "text_quality_dolma3_fasttext_score": 0.9863383173942566, "custom_fasttext_val_fasttext_score": 5.328655242919922e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 6.318092346191406e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.34375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 2.0 }, "47": { "detoxify": 1, "length_chars": 355, "length_tokens": 2553, "length_tokens_text_only": 250, "length_tokens_trainable_only": 185, "length_images": 1, "iqa_live_mean": 0.2784745958116319, "iqa_live_min": 0.2784745958116319, "iqa_live_max": 0.2784745958116319, "iqa_csiq_mean": 0.49817317724227905, "iqa_csiq_min": 0.49817317724227905, "iqa_csiq_max": 0.49817317724227905, "iqa_tid2013_mean": 0.18992429309421113, "iqa_tid2013_min": 0.18992429309421113, "iqa_tid2013_max": 0.18992429309421113, "iqa_kadid10k_mean": 0.2120361328125, "iqa_kadid10k_min": 0.2120361328125, "iqa_kadid10k_max": 0.2120361328125, "iqa_flive_mean": 0.6033667362097538, "iqa_flive_min": 0.6033667362097538, "iqa_flive_max": 0.6033667362097538, "iqa_spaq_mean": 0.5460134178701074, "iqa_spaq_min": 0.5460134178701074, "iqa_spaq_max": 0.5460134178701074, "iqa_clive_mean": 0.36333800807143707, "iqa_clive_min": 0.36333800807143707, "iqa_clive_max": 0.36333800807143707, "iqa_koniq10k_mean": 0.44737540351019967, "iqa_koniq10k_min": 0.44737540351019967, "iqa_koniq10k_max": 0.44737540351019967, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8195667266845703 }, { "lang": "en", "score": 0.05752222239971161 }, { "lang": "ko", "score": 0.031042596325278282 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.2784745958116319, "iqa_v2_live_min": 0.2784745958116319, "iqa_v2_live_max": 0.2784745958116319, "iqa_v2_csiq_mean": 0.49817317724227905, "iqa_v2_csiq_min": 0.49817317724227905, "iqa_v2_csiq_max": 0.49817317724227905, "iqa_v2_tid2013_mean": 0.18992429309421113, "iqa_v2_tid2013_min": 0.18992429309421113, "iqa_v2_tid2013_max": 0.18992429309421113, "iqa_v2_kadid10k_mean": 0.2120361328125, "iqa_v2_kadid10k_min": 0.2120361328125, "iqa_v2_kadid10k_max": 0.2120361328125, "iqa_v2_flive_mean": 0.6033667362097538, "iqa_v2_flive_min": 0.6033667362097538, "iqa_v2_flive_max": 0.6033667362097538, "iqa_v2_spaq_mean": 0.5460134178701074, "iqa_v2_spaq_min": 0.5460134178701074, "iqa_v2_spaq_max": 0.5460134178701074, "iqa_v2_clive_mean": 0.36333800807143707, "iqa_v2_clive_min": 0.36333800807143707, "iqa_v2_clive_max": 0.36333800807143707, "iqa_v2_koniq10k_mean": 0.44737540351019967, "iqa_v2_koniq10k_min": 0.44737540351019967, "iqa_v2_koniq10k_max": 0.44737540351019967, "imdecont": { "jpg": 0.4311408996582031 }, "imdecont_image_match": { "jpg": 215263 }, "imdecont_max": 0.4311408996582031, "imdecont_mean": 0.4311408996582031, "imdecont_min": 0.4311408996582031, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.921875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.921875, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.921875, "clip_score_dfn_public_prev_turn_only_min": 2.796875, "clip_score_dfn_public_prev_turn_only_mean": 2.796875, "clip_score_dfn_public_prev_turn_only_max": 2.796875, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.0078125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.0078125, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.0078125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.5, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.5, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.5, "clip_score_clip_vitl14_224_next_turn_only_min": 24.046875, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.046875, "clip_score_clip_vitl14_224_next_turn_only_max": 24.046875, "clip_score_dfn_public_next_turn_only_min": 2.720703125, "clip_score_dfn_public_next_turn_only_mean": 2.720703125, "clip_score_dfn_public_next_turn_only_max": 2.720703125, "clip_score_siglip2_b16_224_next_turn_only_min": -6.3203125, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.3203125, "clip_score_siglip2_b16_224_next_turn_only_max": -6.3203125, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.5, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.5, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.5, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.703125, "clip_score_dfn_public_prev_and_next_turn_min": 3.091796875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.091796875, "clip_score_dfn_public_prev_and_next_turn_max": 3.091796875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.71875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.71875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.71875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.765625, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3592.8 }, "im_clarity_mean": 3592.8, "im_clarity_min": 3592.8, "im_clarity_max": 3592.8, "im_luma": { "jpg": 235.12 }, "im_luma_mean": 235.12, "im_luma_min": 235.12, "im_luma_max": 235.12, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 2.19 }, "im_entropy_mean": 2.19, "im_entropy_min": 2.19, "im_entropy_max": 2.19, "unifilter_score_qwen2_5_1_5b": 2.08203125, "unifilter_score_qwen3_0_6b": 1.4541015625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8195667266845703, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.05752222239971161, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.031042596325278282, "text_quality_weborganizer_topic_label": "Crime & Law", "text_quality_weborganizer_topic_score": 0.8357925415039062, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.17909130454063416, "text_quality_nvidia_domain_label": "Law_and_Government", "text_quality_nvidia_domain_score": 0.9990953207015991, "text_quality_nvidia_edu_nemotron4_score": 1.1181640625, "text_quality_nvidia_edu_mixtral_score": 0.71435546875, "text_quality_dclmbaseline_fasttext_score": 0.9979000687599182, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 3.790855407714844e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00017505884170532227, "custom_fasttext_core_clean_fasttext_score": 0.00022476911544799805, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.65625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.21875, "within_sample_repetition_detection": 4.0 }, "23": { "detoxify": 1, "length_chars": 340, "length_tokens": 2569, "length_tokens_text_only": 265, "length_tokens_trainable_only": 198, "length_images": 1, "iqa_live_mean": 0.3207725756096117, "iqa_live_min": 0.3207725756096117, "iqa_live_max": 0.3207725756096117, "iqa_csiq_mean": 0.512089192867279, "iqa_csiq_min": 0.512089192867279, "iqa_csiq_max": 0.512089192867279, "iqa_tid2013_mean": 0.2892081472608778, "iqa_tid2013_min": 0.2892081472608778, "iqa_tid2013_max": 0.2892081472608778, "iqa_kadid10k_mean": 0.2083740234375, "iqa_kadid10k_min": 0.2083740234375, "iqa_kadid10k_max": 0.2083740234375, "iqa_flive_mean": 0.5965012059067235, "iqa_flive_min": 0.5965012059067235, "iqa_flive_max": 0.5965012059067235, "iqa_spaq_mean": 0.4622065996882892, "iqa_spaq_min": 0.4622065996882892, "iqa_spaq_max": 0.4622065996882892, "iqa_clive_mean": 0.3514219727179017, "iqa_clive_min": 0.3514219727179017, "iqa_clive_max": 0.3514219727179017, "iqa_koniq10k_mean": 0.3969887242172704, "iqa_koniq10k_min": 0.3969887242172704, "iqa_koniq10k_max": 0.3969887242172704, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.5478743314743042 }, { "lang": "en", "score": 0.11370254307985306 }, { "lang": "el", "score": 0.04906241595745087 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3207725756096117, "iqa_v2_live_min": 0.3207725756096117, "iqa_v2_live_max": 0.3207725756096117, "iqa_v2_csiq_mean": 0.512089192867279, "iqa_v2_csiq_min": 0.512089192867279, "iqa_v2_csiq_max": 0.512089192867279, "iqa_v2_tid2013_mean": 0.2892081472608778, "iqa_v2_tid2013_min": 0.2892081472608778, "iqa_v2_tid2013_max": 0.2892081472608778, "iqa_v2_kadid10k_mean": 0.2083740234375, "iqa_v2_kadid10k_min": 0.2083740234375, "iqa_v2_kadid10k_max": 0.2083740234375, "iqa_v2_flive_mean": 0.5965012059067235, "iqa_v2_flive_min": 0.5965012059067235, "iqa_v2_flive_max": 0.5965012059067235, "iqa_v2_spaq_mean": 0.4622065996882892, "iqa_v2_spaq_min": 0.4622065996882892, "iqa_v2_spaq_max": 0.4622065996882892, "iqa_v2_clive_mean": 0.3514219727179017, "iqa_v2_clive_min": 0.3514219727179017, "iqa_v2_clive_max": 0.3514219727179017, "iqa_v2_koniq10k_mean": 0.3969887242172704, "iqa_v2_koniq10k_min": 0.3969887242172704, "iqa_v2_koniq10k_max": 0.3969887242172704, "imdecont": { "jpg": 0.3098630905151367 }, "imdecont_image_match": { "jpg": 189350 }, "imdecont_max": 0.3098630905151367, "imdecont_mean": 0.3098630905151367, "imdecont_min": 0.3098630905151367, "clip_score_clip_vitl14_224_prev_turn_only_min": 14.9921875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 14.9921875, "clip_score_clip_vitl14_224_prev_turn_only_max": 14.9921875, "clip_score_dfn_public_prev_turn_only_min": 1.5693359375, "clip_score_dfn_public_prev_turn_only_mean": 1.5693359375, "clip_score_dfn_public_prev_turn_only_max": 1.5693359375, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.5703125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.5703125, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.5703125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.125, "clip_score_clip_vitl14_224_next_turn_only_min": 24.453125, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.453125, "clip_score_clip_vitl14_224_next_turn_only_max": 24.453125, "clip_score_dfn_public_next_turn_only_min": 1.0341796875, "clip_score_dfn_public_next_turn_only_mean": 1.0341796875, "clip_score_dfn_public_next_turn_only_max": 1.0341796875, "clip_score_siglip2_b16_224_next_turn_only_min": -1.734375, "clip_score_siglip2_b16_224_next_turn_only_mean": -1.734375, "clip_score_siglip2_b16_224_next_turn_only_max": -1.734375, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.40625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.40625, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.796875, "clip_score_dfn_public_prev_and_next_turn_min": 2.02734375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.02734375, "clip_score_dfn_public_prev_and_next_turn_max": 2.02734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.859375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.859375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.625, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2436.16 }, "im_clarity_mean": 2436.16, "im_clarity_min": 2436.16, "im_clarity_max": 2436.16, "im_luma": { "jpg": 198.68 }, "im_luma_mean": 198.68, "im_luma_min": 198.68, "im_luma_max": 198.68, "im_saturation": { "jpg": 27.57 }, "im_saturation_mean": 27.57, "im_saturation_min": 27.57, "im_saturation_max": 27.57, "im_entropy": { "jpg": 4.8 }, "im_entropy_mean": 4.8, "im_entropy_min": 4.8, "im_entropy_max": 4.8, "unifilter_score_qwen2_5_1_5b": 1.0712890625, "unifilter_score_qwen3_0_6b": 0.74755859375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.5478743314743042, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.11370254307985306, "language_detection_annotation_nllb_2_lan": "el", "language_detection_annotation_nllb_2_score": 0.04906241595745087, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.5772373080253601, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.3337761461734772, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.9616124629974365, "text_quality_nvidia_edu_nemotron4_score": 1.57421875, "text_quality_nvidia_edu_mixtral_score": 0.85595703125, "text_quality_dclmbaseline_fasttext_score": 0.9876199960708618, "text_quality_dolma3_fasttext_score": 0.999971866607666, "custom_fasttext_val_fasttext_score": 8.90493392944336e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00041168928146362305, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.5625, "within_sample_repetition_detection": 7.0 }, "43": { "detoxify": 1, "length_chars": 328, "length_tokens": 2573, "length_tokens_text_only": 269, "length_tokens_trainable_only": 210, "length_images": 1, "iqa_live_mean": 0.30562106045809656, "iqa_live_min": 0.30562106045809656, "iqa_live_max": 0.30562106045809656, "iqa_csiq_mean": 0.525822103023529, "iqa_csiq_min": 0.525822103023529, "iqa_csiq_max": 0.525822103023529, "iqa_tid2013_mean": 0.20446422364976669, "iqa_tid2013_min": 0.20446422364976669, "iqa_tid2013_max": 0.20446422364976669, "iqa_kadid10k_mean": 0.2242431640625, "iqa_kadid10k_min": 0.2242431640625, "iqa_kadid10k_max": 0.2242431640625, "iqa_flive_mean": 0.601236054391572, "iqa_flive_min": 0.601236054391572, "iqa_flive_max": 0.601236054391572, "iqa_spaq_mean": 0.5440800214054609, "iqa_spaq_min": 0.5440800214054609, "iqa_spaq_max": 0.5440800214054609, "iqa_clive_mean": 0.3780949525158815, "iqa_clive_min": 0.3780949525158815, "iqa_clive_max": 0.3780949525158815, "iqa_koniq10k_mean": 0.4779151762374724, "iqa_koniq10k_min": 0.4779151762374724, "iqa_koniq10k_max": 0.4779151762374724, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9456329345703125 }, { "lang": "en", "score": 0.0098097063601017 }, { "lang": "ja", "score": 0.008430727757513523 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.30562106045809656, "iqa_v2_live_min": 0.30562106045809656, "iqa_v2_live_max": 0.30562106045809656, "iqa_v2_csiq_mean": 0.525822103023529, "iqa_v2_csiq_min": 0.525822103023529, "iqa_v2_csiq_max": 0.525822103023529, "iqa_v2_tid2013_mean": 0.20446422364976669, "iqa_v2_tid2013_min": 0.20446422364976669, "iqa_v2_tid2013_max": 0.20446422364976669, "iqa_v2_kadid10k_mean": 0.2242431640625, "iqa_v2_kadid10k_min": 0.2242431640625, "iqa_v2_kadid10k_max": 0.2242431640625, "iqa_v2_flive_mean": 0.601236054391572, "iqa_v2_flive_min": 0.601236054391572, "iqa_v2_flive_max": 0.601236054391572, "iqa_v2_spaq_mean": 0.5440800214054609, "iqa_v2_spaq_min": 0.5440800214054609, "iqa_v2_spaq_max": 0.5440800214054609, "iqa_v2_clive_mean": 0.3780949525158815, "iqa_v2_clive_min": 0.3780949525158815, "iqa_v2_clive_max": 0.3780949525158815, "iqa_v2_koniq10k_mean": 0.4779151762374724, "iqa_v2_koniq10k_min": 0.4779151762374724, "iqa_v2_koniq10k_max": 0.4779151762374724, "imdecont": { "jpg": 0.41434240341186523 }, "imdecont_image_match": { "jpg": 189408 }, "imdecont_max": 0.41434240341186523, "imdecont_mean": 0.41434240341186523, "imdecont_min": 0.41434240341186523, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.3125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.3125, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.3125, "clip_score_dfn_public_prev_turn_only_min": 2.181640625, "clip_score_dfn_public_prev_turn_only_mean": 2.181640625, "clip_score_dfn_public_prev_turn_only_max": 2.181640625, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.875, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.375, "clip_score_clip_vitl14_224_next_turn_only_min": 24.484375, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.484375, "clip_score_clip_vitl14_224_next_turn_only_max": 24.484375, "clip_score_dfn_public_next_turn_only_min": 1.462890625, "clip_score_dfn_public_next_turn_only_mean": 1.462890625, "clip_score_dfn_public_next_turn_only_max": 1.462890625, "clip_score_siglip2_b16_224_next_turn_only_min": -9.96875, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.96875, "clip_score_siglip2_b16_224_next_turn_only_max": -9.96875, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.9375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.9375, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.9375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.65625, "clip_score_dfn_public_prev_and_next_turn_min": 1.7998046875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.7998046875, "clip_score_dfn_public_prev_and_next_turn_max": 1.7998046875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -10.25, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -10.25, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -10.25, "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": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3599.42 }, "im_clarity_mean": 3599.42, "im_clarity_min": 3599.42, "im_clarity_max": 3599.42, "im_luma": { "jpg": 235.31 }, "im_luma_mean": 235.31, "im_luma_min": 235.31, "im_luma_max": 235.31, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 2.13 }, "im_entropy_mean": 2.13, "im_entropy_min": 2.13, "im_entropy_max": 2.13, "unifilter_score_qwen2_5_1_5b": 1.6748046875, "unifilter_score_qwen3_0_6b": 1.24609375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9456329345703125, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.0098097063601017, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.008430727757513523, "text_quality_weborganizer_topic_label": "Crime & Law", "text_quality_weborganizer_topic_score": 0.20838892459869385, "text_quality_weborganizer_format_label": "Creative Writing", "text_quality_weborganizer_format_score": 0.5399194359779358, "text_quality_nvidia_domain_label": "Sensitive_Subjects", "text_quality_nvidia_domain_score": 0.6555728316307068, "text_quality_nvidia_edu_nemotron4_score": 0.44970703125, "text_quality_nvidia_edu_mixtral_score": 0.1549072265625, "text_quality_dclmbaseline_fasttext_score": 0.29556161165237427, "text_quality_dolma3_fasttext_score": 0.004921317100524902, "custom_fasttext_val_fasttext_score": 7.152557373046875e-07, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0, "custom_fasttext_core_clean_fasttext_score": 2.1696090698242188e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.0625, "within_sample_repetition_detection": 4.0 }, "32": { "detoxify": 1, "length_chars": 506, "length_tokens": 2664, "length_tokens_text_only": 360, "length_tokens_trainable_only": 289, "length_images": 1, "iqa_live_mean": 0.3037271210641571, "iqa_live_min": 0.3037271210641571, "iqa_live_max": 0.3037271210641571, "iqa_csiq_mean": 0.505680501461029, "iqa_csiq_min": 0.505680501461029, "iqa_csiq_max": 0.505680501461029, "iqa_tid2013_mean": 0.23810137642754448, "iqa_tid2013_min": 0.23810137642754448, "iqa_tid2013_max": 0.23810137642754448, "iqa_kadid10k_mean": 0.2847900390625, "iqa_kadid10k_min": 0.2847900390625, "iqa_kadid10k_max": 0.2847900390625, "iqa_flive_mean": 0.5906615594420771, "iqa_flive_min": 0.5906615594420771, "iqa_flive_max": 0.5906615594420771, "iqa_spaq_mean": 0.5189655959004104, "iqa_spaq_min": 0.5189655959004104, "iqa_spaq_max": 0.5189655959004104, "iqa_clive_mean": 0.4275741191825482, "iqa_clive_min": 0.4275741191825482, "iqa_clive_max": 0.4275741191825482, "iqa_koniq10k_mean": 0.4712074742172704, "iqa_koniq10k_min": 0.4712074742172704, "iqa_koniq10k_max": 0.4712074742172704, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8541484475135803 }, { "lang": "en", "score": 0.0355997271835804 }, { "lang": "ja", "score": 0.015074944123625755 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3037271210641571, "iqa_v2_live_min": 0.3037271210641571, "iqa_v2_live_max": 0.3037271210641571, "iqa_v2_csiq_mean": 0.505680501461029, "iqa_v2_csiq_min": 0.505680501461029, "iqa_v2_csiq_max": 0.505680501461029, "iqa_v2_tid2013_mean": 0.23810137642754448, "iqa_v2_tid2013_min": 0.23810137642754448, "iqa_v2_tid2013_max": 0.23810137642754448, "iqa_v2_kadid10k_mean": 0.2847900390625, "iqa_v2_kadid10k_min": 0.2847900390625, "iqa_v2_kadid10k_max": 0.2847900390625, "iqa_v2_flive_mean": 0.5906615594420771, "iqa_v2_flive_min": 0.5906615594420771, "iqa_v2_flive_max": 0.5906615594420771, "iqa_v2_spaq_mean": 0.5189655959004104, "iqa_v2_spaq_min": 0.5189655959004104, "iqa_v2_spaq_max": 0.5189655959004104, "iqa_v2_clive_mean": 0.4275741191825482, "iqa_v2_clive_min": 0.4275741191825482, "iqa_v2_clive_max": 0.4275741191825482, "iqa_v2_koniq10k_mean": 0.4712074742172704, "iqa_v2_koniq10k_min": 0.4712074742172704, "iqa_v2_koniq10k_max": 0.4712074742172704, "imdecont": { "jpg": 0.46165931224823 }, "imdecont_image_match": { "jpg": 189408 }, "imdecont_max": 0.46165931224823, "imdecont_mean": 0.46165931224823, "imdecont_min": 0.46165931224823, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.859375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.859375, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.859375, "clip_score_dfn_public_prev_turn_only_min": 1.2490234375, "clip_score_dfn_public_prev_turn_only_mean": 1.2490234375, "clip_score_dfn_public_prev_turn_only_max": 1.2490234375, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.421875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.421875, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.421875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.78125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.78125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.78125, "clip_score_clip_vitl14_224_next_turn_only_min": 18.5, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.5, "clip_score_clip_vitl14_224_next_turn_only_max": 18.5, "clip_score_dfn_public_next_turn_only_min": 2.494140625, "clip_score_dfn_public_next_turn_only_mean": 2.494140625, "clip_score_dfn_public_next_turn_only_max": 2.494140625, "clip_score_siglip2_b16_224_next_turn_only_min": -7.78125, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.78125, "clip_score_siglip2_b16_224_next_turn_only_max": -7.78125, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.015625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.015625, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.015625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.90625, "clip_score_dfn_public_prev_and_next_turn_min": 2.390625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.390625, "clip_score_dfn_public_prev_and_next_turn_max": 2.390625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.21875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.21875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.265625, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2844.47 }, "im_clarity_mean": 2844.47, "im_clarity_min": 2844.47, "im_clarity_max": 2844.47, "im_luma": { "jpg": 232.91 }, "im_luma_mean": 232.91, "im_luma_min": 232.91, "im_luma_max": 232.91, "im_saturation": { "jpg": 0.1 }, "im_saturation_mean": 0.1, "im_saturation_min": 0.1, "im_saturation_max": 0.1, "im_entropy": { "jpg": 3.07 }, "im_entropy_mean": 3.07, "im_entropy_min": 3.07, "im_entropy_max": 3.07, "unifilter_score_qwen2_5_1_5b": 1.310546875, "unifilter_score_qwen3_0_6b": -0.2257080078125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8541484475135803, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.0355997271835804, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.015074944123625755, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.35958024859428406, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.30120182037353516, "text_quality_nvidia_domain_label": "Autos_and_Vehicles", "text_quality_nvidia_domain_score": 0.9960572719573975, "text_quality_nvidia_edu_nemotron4_score": 2.5390625, "text_quality_nvidia_edu_mixtral_score": 2.19921875, "text_quality_dclmbaseline_fasttext_score": 0.9964867234230042, "text_quality_dolma3_fasttext_score": 0.988976776599884, "custom_fasttext_val_fasttext_score": 0.00010561943054199219, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 1.895427703857422e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.40625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.15625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.25, "within_sample_repetition_detection": 4.0 }, "48": { "detoxify": 1, "length_chars": 400, "length_tokens": 2618, "length_tokens_text_only": 315, "length_tokens_trainable_only": 251, "length_images": 1, "iqa_live_mean": 0.5483412694449377, "iqa_live_min": 0.5483412694449377, "iqa_live_max": 0.5483412694449377, "iqa_csiq_mean": 0.685612142086029, "iqa_csiq_min": 0.685612142086029, "iqa_csiq_max": 0.685612142086029, "iqa_tid2013_mean": 0.4063413937886556, "iqa_tid2013_min": 0.4063413937886556, "iqa_tid2013_max": 0.4063413937886556, "iqa_kadid10k_mean": 0.3726806640625, "iqa_kadid10k_min": 0.3726806640625, "iqa_kadid10k_max": 0.3726806640625, "iqa_flive_mean": 0.6411032628531408, "iqa_flive_min": 0.6411032628531408, "iqa_flive_max": 0.6411032628531408, "iqa_spaq_mean": 0.47341240776909727, "iqa_spaq_min": 0.47341240776909727, "iqa_spaq_max": 0.47341240776909727, "iqa_clive_mean": 0.43309810908153806, "iqa_clive_min": 0.43309810908153806, "iqa_clive_max": 0.43309810908153806, "iqa_koniq10k_mean": 0.4943293176516138, "iqa_koniq10k_min": 0.4943293176516138, "iqa_koniq10k_max": 0.4943293176516138, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8712860941886902 }, { "lang": "en", "score": 0.03855157643556595 }, { "lang": "ta", "score": 0.015751851722598076 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5483412694449377, "iqa_v2_live_min": 0.5483412694449377, "iqa_v2_live_max": 0.5483412694449377, "iqa_v2_csiq_mean": 0.685612142086029, "iqa_v2_csiq_min": 0.685612142086029, "iqa_v2_csiq_max": 0.685612142086029, "iqa_v2_tid2013_mean": 0.4063413937886556, "iqa_v2_tid2013_min": 0.4063413937886556, "iqa_v2_tid2013_max": 0.4063413937886556, "iqa_v2_kadid10k_mean": 0.3726806640625, "iqa_v2_kadid10k_min": 0.3726806640625, "iqa_v2_kadid10k_max": 0.3726806640625, "iqa_v2_flive_mean": 0.6411032628531408, "iqa_v2_flive_min": 0.6411032628531408, "iqa_v2_flive_max": 0.6411032628531408, "iqa_v2_spaq_mean": 0.47341240776909727, "iqa_v2_spaq_min": 0.47341240776909727, "iqa_v2_spaq_max": 0.47341240776909727, "iqa_v2_clive_mean": 0.43309810908153806, "iqa_v2_clive_min": 0.43309810908153806, "iqa_v2_clive_max": 0.43309810908153806, "iqa_v2_koniq10k_mean": 0.4943293176516138, "iqa_v2_koniq10k_min": 0.4943293176516138, "iqa_v2_koniq10k_max": 0.4943293176516138, "imdecont": { "jpg": 0.4030158519744873 }, "imdecont_image_match": { "jpg": 215230 }, "imdecont_max": 0.4030158519744873, "imdecont_mean": 0.4030158519744873, "imdecont_min": 0.4030158519744873, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.890625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.890625, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.890625, "clip_score_dfn_public_prev_turn_only_min": 2.384765625, "clip_score_dfn_public_prev_turn_only_mean": 2.384765625, "clip_score_dfn_public_prev_turn_only_max": 2.384765625, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.9375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.9375, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.9375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.390625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.390625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.390625, "clip_score_clip_vitl14_224_next_turn_only_min": 23.84375, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.84375, "clip_score_clip_vitl14_224_next_turn_only_max": 23.84375, "clip_score_dfn_public_next_turn_only_min": 1.7705078125, "clip_score_dfn_public_next_turn_only_mean": 1.7705078125, "clip_score_dfn_public_next_turn_only_max": 1.7705078125, "clip_score_siglip2_b16_224_next_turn_only_min": -8.1171875, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.1171875, "clip_score_siglip2_b16_224_next_turn_only_max": -8.1171875, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.21875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.21875, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.921875, "clip_score_dfn_public_prev_and_next_turn_min": 2.326171875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.326171875, "clip_score_dfn_public_prev_and_next_turn_max": 2.326171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -9.421875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -9.421875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -9.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.171875, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2311.11 }, "im_clarity_mean": 2311.11, "im_clarity_min": 2311.11, "im_clarity_max": 2311.11, "im_luma": { "jpg": 217.89 }, "im_luma_mean": 217.89, "im_luma_min": 217.89, "im_luma_max": 217.89, "im_saturation": { "jpg": 21.23 }, "im_saturation_mean": 21.23, "im_saturation_min": 21.23, "im_saturation_max": 21.23, "im_entropy": { "jpg": 3.89 }, "im_entropy_mean": 3.89, "im_entropy_min": 3.89, "im_entropy_max": 3.89, "unifilter_score_qwen2_5_1_5b": 0.53955078125, "unifilter_score_qwen3_0_6b": 1.5791015625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8712860941886902, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.03855157643556595, "language_detection_annotation_nllb_2_lan": "ta", "language_detection_annotation_nllb_2_score": 0.015751851722598076, "text_quality_weborganizer_topic_label": "Literature", "text_quality_weborganizer_topic_score": 0.3696136176586151, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.4795375466346741, "text_quality_nvidia_domain_label": "Books_and_Literature", "text_quality_nvidia_domain_score": 0.8830300569534302, "text_quality_nvidia_edu_nemotron4_score": 1.796875, "text_quality_nvidia_edu_mixtral_score": 1.263671875, "text_quality_dclmbaseline_fasttext_score": 0.8675437569618225, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.00011432170867919922, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0011812448501586914, "custom_fasttext_core_clean_fasttext_score": 7.545948028564453e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.59375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.34375, "within_sample_repetition_detection": 4.0 }, "49": { "detoxify": 1, "length_chars": 426, "length_tokens": 1069, "length_tokens_text_only": 301, "length_tokens_trainable_only": 236, "length_images": 1, "iqa_live_mean": 0.4571757075762507, "iqa_live_min": 0.4571757075762507, "iqa_live_max": 0.4571757075762507, "iqa_csiq_mean": 0.631534993648529, "iqa_csiq_min": 0.631534993648529, "iqa_csiq_max": 0.631534993648529, "iqa_tid2013_mean": 0.30005884170532227, "iqa_tid2013_min": 0.30005884170532227, "iqa_tid2013_max": 0.30005884170532227, "iqa_kadid10k_mean": 0.3377685546875, "iqa_kadid10k_min": 0.3377685546875, "iqa_kadid10k_max": 0.3377685546875, "iqa_flive_mean": 0.6601355966895518, "iqa_flive_min": 0.6601355966895518, "iqa_flive_max": 0.6601355966895518, "iqa_spaq_mean": 0.5066944469105114, "iqa_spaq_min": 0.5066944469105114, "iqa_spaq_max": 0.5066944469105114, "iqa_clive_mean": 0.35670922019264917, "iqa_clive_min": 0.35670922019264917, "iqa_clive_max": 0.35670922019264917, "iqa_koniq10k_mean": 0.45834446916676536, "iqa_koniq10k_min": 0.45834446916676536, "iqa_koniq10k_max": 0.45834446916676536, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9505254030227661 }, { "lang": "en", "score": 0.02201424539089203 }, { "lang": "ko", "score": 0.006078378297388554 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4571757075762507, "iqa_v2_live_min": 0.4571757075762507, "iqa_v2_live_max": 0.4571757075762507, "iqa_v2_csiq_mean": 0.631534993648529, "iqa_v2_csiq_min": 0.631534993648529, "iqa_v2_csiq_max": 0.631534993648529, "iqa_v2_tid2013_mean": 0.30005884170532227, "iqa_v2_tid2013_min": 0.30005884170532227, "iqa_v2_tid2013_max": 0.30005884170532227, "iqa_v2_kadid10k_mean": 0.3377685546875, "iqa_v2_kadid10k_min": 0.3377685546875, "iqa_v2_kadid10k_max": 0.3377685546875, "iqa_v2_flive_mean": 0.6601355966895518, "iqa_v2_flive_min": 0.6601355966895518, "iqa_v2_flive_max": 0.6601355966895518, "iqa_v2_spaq_mean": 0.5066944469105114, "iqa_v2_spaq_min": 0.5066944469105114, "iqa_v2_spaq_max": 0.5066944469105114, "iqa_v2_clive_mean": 0.35670922019264917, "iqa_v2_clive_min": 0.35670922019264917, "iqa_v2_clive_max": 0.35670922019264917, "iqa_v2_koniq10k_mean": 0.45834446916676536, "iqa_v2_koniq10k_min": 0.45834446916676536, "iqa_v2_koniq10k_max": 0.45834446916676536, "imdecont": { "jpg": 0.3966320753097534 }, "imdecont_image_match": { "jpg": 73099 }, "imdecont_max": 0.3966320753097534, "imdecont_mean": 0.3966320753097534, "imdecont_min": 0.3966320753097534, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.0625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.0625, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.0625, "clip_score_dfn_public_prev_turn_only_min": 2.74609375, "clip_score_dfn_public_prev_turn_only_mean": 2.74609375, "clip_score_dfn_public_prev_turn_only_max": 2.74609375, "clip_score_siglip2_b16_224_prev_turn_only_min": -6.640625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -6.640625, "clip_score_siglip2_b16_224_prev_turn_only_max": -6.640625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.71875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.71875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.71875, "clip_score_clip_vitl14_224_next_turn_only_min": 24.140625, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.140625, "clip_score_clip_vitl14_224_next_turn_only_max": 24.140625, "clip_score_dfn_public_next_turn_only_min": 2.474609375, "clip_score_dfn_public_next_turn_only_mean": 2.474609375, "clip_score_dfn_public_next_turn_only_max": 2.474609375, "clip_score_siglip2_b16_224_next_turn_only_min": -6.8515625, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.8515625, "clip_score_siglip2_b16_224_next_turn_only_max": -6.8515625, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.6875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.6875, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.484375, "clip_score_dfn_public_prev_and_next_turn_min": 3.2109375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.2109375, "clip_score_dfn_public_prev_and_next_turn_max": 3.2109375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.984375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.984375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.671875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.671875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.671875, "im_height": { "jpg": 960 }, "im_height_mean": 960.0, "im_height_min": 960, "im_height_max": 960, "im_width": { "jpg": 540 }, "im_width_mean": 540.0, "im_width_min": 540, "im_width_max": 540, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 1518.75 }, "im_kilobytes_mean": 1518.75, "im_kilobytes_min": 1518.75, "im_kilobytes_max": 1518.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 6639.3 }, "im_clarity_mean": 6639.3, "im_clarity_min": 6639.3, "im_clarity_max": 6639.3, "im_luma": { "jpg": 238.91 }, "im_luma_mean": 238.91, "im_luma_min": 238.91, "im_luma_max": 238.91, "im_saturation": { "jpg": 0.94 }, "im_saturation_mean": 0.94, "im_saturation_min": 0.94, "im_saturation_max": 0.94, "im_entropy": { "jpg": 2.95 }, "im_entropy_mean": 2.95, "im_entropy_min": 2.95, "im_entropy_max": 2.95, "unifilter_score_qwen2_5_1_5b": 4.640625, "unifilter_score_qwen3_0_6b": 2.1484375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9505254030227661, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.02201424539089203, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.006078378297388554, "text_quality_weborganizer_topic_label": "History", "text_quality_weborganizer_topic_score": 0.6457040905952454, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.28295817971229553, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.962303102016449, "text_quality_nvidia_edu_nemotron4_score": 1.271484375, "text_quality_nvidia_edu_mixtral_score": 0.70458984375, "text_quality_dclmbaseline_fasttext_score": 0.995907723903656, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 2.6941299438476562e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 5.9723854064941406e-05, "custom_fasttext_core_clean_fasttext_score": 3.0994415283203125e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.90625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 4.0 }, "45": { "detoxify": 1, "length_chars": 429, "length_tokens": 2637, "length_tokens_text_only": 334, "length_tokens_trainable_only": 263, "length_images": 1, "iqa_live_mean": 0.44679849798029114, "iqa_live_min": 0.44679849798029114, "iqa_live_max": 0.44679849798029114, "iqa_csiq_mean": 0.591618001461029, "iqa_csiq_min": 0.591618001461029, "iqa_csiq_max": 0.591618001461029, "iqa_tid2013_mean": 0.3336959944831, "iqa_tid2013_min": 0.3336959944831, "iqa_tid2013_max": 0.3336959944831, "iqa_kadid10k_mean": 0.3128662109375, "iqa_kadid10k_min": 0.3128662109375, "iqa_kadid10k_max": 0.3128662109375, "iqa_flive_mean": 0.6265576295178347, "iqa_flive_min": 0.6265576295178347, "iqa_flive_max": 0.6265576295178347, "iqa_spaq_mean": 0.4684408168600063, "iqa_spaq_min": 0.4684408168600063, "iqa_spaq_max": 0.4684408168600063, "iqa_clive_mean": 0.39285189696032596, "iqa_clive_min": 0.39285189696032596, "iqa_clive_max": 0.39285189696032596, "iqa_koniq10k_mean": 0.47775734795464414, "iqa_koniq10k_min": 0.47775734795464414, "iqa_koniq10k_max": 0.47775734795464414, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.6485081911087036 }, { "lang": "en", "score": 0.16496676206588745 }, { "lang": "ko", "score": 0.04744730517268181 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.44679849798029114, "iqa_v2_live_min": 0.44679849798029114, "iqa_v2_live_max": 0.44679849798029114, "iqa_v2_csiq_mean": 0.591618001461029, "iqa_v2_csiq_min": 0.591618001461029, "iqa_v2_csiq_max": 0.591618001461029, "iqa_v2_tid2013_mean": 0.3336959944831, "iqa_v2_tid2013_min": 0.3336959944831, "iqa_v2_tid2013_max": 0.3336959944831, "iqa_v2_kadid10k_mean": 0.3128662109375, "iqa_v2_kadid10k_min": 0.3128662109375, "iqa_v2_kadid10k_max": 0.3128662109375, "iqa_v2_flive_mean": 0.6265576295178347, "iqa_v2_flive_min": 0.6265576295178347, "iqa_v2_flive_max": 0.6265576295178347, "iqa_v2_spaq_mean": 0.4684408168600063, "iqa_v2_spaq_min": 0.4684408168600063, "iqa_v2_spaq_max": 0.4684408168600063, "iqa_v2_clive_mean": 0.39285189696032596, "iqa_v2_clive_min": 0.39285189696032596, "iqa_v2_clive_max": 0.39285189696032596, "iqa_v2_koniq10k_mean": 0.47775734795464414, "iqa_v2_koniq10k_min": 0.47775734795464414, "iqa_v2_koniq10k_max": 0.47775734795464414, "imdecont": { "jpg": 0.3372344970703125 }, "imdecont_image_match": { "jpg": 189649 }, "imdecont_max": 0.3372344970703125, "imdecont_mean": 0.3372344970703125, "imdecont_min": 0.3372344970703125, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.265625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.265625, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.265625, "clip_score_dfn_public_prev_turn_only_min": 2.646484375, "clip_score_dfn_public_prev_turn_only_mean": 2.646484375, "clip_score_dfn_public_prev_turn_only_max": 2.646484375, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.1328125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.1328125, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.1328125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.625, "clip_score_clip_vitl14_224_next_turn_only_min": 25.296875, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.296875, "clip_score_clip_vitl14_224_next_turn_only_max": 25.296875, "clip_score_dfn_public_next_turn_only_min": 2.380859375, "clip_score_dfn_public_next_turn_only_mean": 2.380859375, "clip_score_dfn_public_next_turn_only_max": 2.380859375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.046875, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.046875, "clip_score_siglip2_b16_224_next_turn_only_max": -9.046875, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.734375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.734375, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.375, "clip_score_dfn_public_prev_and_next_turn_min": 2.341796875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.341796875, "clip_score_dfn_public_prev_and_next_turn_max": 2.341796875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -7.6015625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -7.6015625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -7.6015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.90625, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1772.87 }, "im_clarity_mean": 1772.87, "im_clarity_min": 1772.87, "im_clarity_max": 1772.87, "im_luma": { "jpg": 215.43 }, "im_luma_mean": 215.43, "im_luma_min": 215.43, "im_luma_max": 215.43, "im_saturation": { "jpg": 5.17 }, "im_saturation_mean": 5.17, "im_saturation_min": 5.17, "im_saturation_max": 5.17, "im_entropy": { "jpg": 3.64 }, "im_entropy_mean": 3.64, "im_entropy_min": 3.64, "im_entropy_max": 3.64, "unifilter_score_qwen2_5_1_5b": 3.087890625, "unifilter_score_qwen3_0_6b": 1.984375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.6485081911087036, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.16496676206588745, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.04744730517268181, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.24385088682174683, "text_quality_weborganizer_format_label": "Product Page", "text_quality_weborganizer_format_score": 0.45625412464141846, "text_quality_nvidia_domain_label": "Shopping", "text_quality_nvidia_domain_score": 0.9120093584060669, "text_quality_nvidia_edu_nemotron4_score": 2.5, "text_quality_nvidia_edu_mixtral_score": 2.232421875, "text_quality_dclmbaseline_fasttext_score": 0.9963117837905884, "text_quality_dolma3_fasttext_score": 0.9543533325195312, "custom_fasttext_val_fasttext_score": 0.0005360245704650879, "custom_fasttext_core_fasttext_score": 5.960464477539062e-07, "custom_fasttext_val_clean_fasttext_score": 7.069110870361328e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.53125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.921875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.609375, "within_sample_repetition_detection": 4.0 }, "27": { "detoxify": 1, "length_chars": 349, "length_tokens": 2576, "length_tokens_text_only": 273, "length_tokens_trainable_only": 210, "length_images": 1, "iqa_live_mean": 0.49560689444493766, "iqa_live_min": 0.49560689444493766, "iqa_live_max": 0.49560689444493766, "iqa_csiq_mean": 0.689762532711029, "iqa_csiq_min": 0.689762532711029, "iqa_csiq_max": 0.689762532711029, "iqa_tid2013_mean": 0.37601370281643337, "iqa_tid2013_min": 0.37601370281643337, "iqa_tid2013_max": 0.37601370281643337, "iqa_kadid10k_mean": 0.3133544921875, "iqa_kadid10k_min": 0.3133544921875, "iqa_kadid10k_max": 0.3133544921875, "iqa_flive_mean": 0.642797913214173, "iqa_flive_min": 0.642797913214173, "iqa_flive_max": 0.642797913214173, "iqa_spaq_mean": 0.535715122415562, "iqa_spaq_min": 0.535715122415562, "iqa_spaq_max": 0.535715122415562, "iqa_clive_mean": 0.4301388287785078, "iqa_clive_min": 0.4301388287785078, "iqa_clive_max": 0.4301388287785078, "iqa_koniq10k_mean": 0.5262895449243411, "iqa_koniq10k_min": 0.5262895449243411, "iqa_koniq10k_max": 0.5262895449243411, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.49761348962783813 }, { "lang": "en", "score": 0.210237517952919 }, { "lang": "ja", "score": 0.037703223526477814 } ], "digit_sequence_filter": 3, "iqa_v2_live_mean": 0.49560689444493766, "iqa_v2_live_min": 0.49560689444493766, "iqa_v2_live_max": 0.49560689444493766, "iqa_v2_csiq_mean": 0.689762532711029, "iqa_v2_csiq_min": 0.689762532711029, "iqa_v2_csiq_max": 0.689762532711029, "iqa_v2_tid2013_mean": 0.37601370281643337, "iqa_v2_tid2013_min": 0.37601370281643337, "iqa_v2_tid2013_max": 0.37601370281643337, "iqa_v2_kadid10k_mean": 0.3133544921875, "iqa_v2_kadid10k_min": 0.3133544921875, "iqa_v2_kadid10k_max": 0.3133544921875, "iqa_v2_flive_mean": 0.642797913214173, "iqa_v2_flive_min": 0.642797913214173, "iqa_v2_flive_max": 0.642797913214173, "iqa_v2_spaq_mean": 0.535715122415562, "iqa_v2_spaq_min": 0.535715122415562, "iqa_v2_spaq_max": 0.535715122415562, "iqa_v2_clive_mean": 0.4301388287785078, "iqa_v2_clive_min": 0.4301388287785078, "iqa_v2_clive_max": 0.4301388287785078, "iqa_v2_koniq10k_mean": 0.5262895449243411, "iqa_v2_koniq10k_min": 0.5262895449243411, "iqa_v2_koniq10k_max": 0.5262895449243411, "imdecont": { "jpg": 0.31870317459106445 }, "imdecont_image_match": { "jpg": 179983 }, "imdecont_max": 0.31870317459106445, "imdecont_mean": 0.31870317459106445, "imdecont_min": 0.31870317459106445, "clip_score_clip_vitl14_224_prev_turn_only_min": 14.84375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 14.84375, "clip_score_clip_vitl14_224_prev_turn_only_max": 14.84375, "clip_score_dfn_public_prev_turn_only_min": 1.146484375, "clip_score_dfn_public_prev_turn_only_mean": 1.146484375, "clip_score_dfn_public_prev_turn_only_max": 1.146484375, "clip_score_siglip2_b16_224_prev_turn_only_min": -11.390625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -11.390625, "clip_score_siglip2_b16_224_prev_turn_only_max": -11.390625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.828125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.828125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.828125, "clip_score_clip_vitl14_224_next_turn_only_min": 22.296875, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.296875, "clip_score_clip_vitl14_224_next_turn_only_max": 22.296875, "clip_score_dfn_public_next_turn_only_min": 2.302734375, "clip_score_dfn_public_next_turn_only_mean": 2.302734375, "clip_score_dfn_public_next_turn_only_max": 2.302734375, "clip_score_siglip2_b16_224_next_turn_only_min": -5.6953125, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.6953125, "clip_score_siglip2_b16_224_next_turn_only_max": -5.6953125, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.40625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.40625, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 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": 3.587890625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.587890625, "clip_score_dfn_public_prev_and_next_turn_max": 3.587890625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.71875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.71875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.71875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2264.38 }, "im_clarity_mean": 2264.38, "im_clarity_min": 2264.38, "im_clarity_max": 2264.38, "im_luma": { "jpg": 217.43 }, "im_luma_mean": 217.43, "im_luma_min": 217.43, "im_luma_max": 217.43, "im_saturation": { "jpg": 27.55 }, "im_saturation_mean": 27.55, "im_saturation_min": 27.55, "im_saturation_max": 27.55, "im_entropy": { "jpg": 3.82 }, "im_entropy_mean": 3.82, "im_entropy_min": 3.82, "im_entropy_max": 3.82, "unifilter_score_qwen2_5_1_5b": 1.345703125, "unifilter_score_qwen3_0_6b": 0.54443359375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.49761348962783813, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.210237517952919, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.037703223526477814, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.5819019079208374, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.5132291316986084, "text_quality_nvidia_domain_label": "Shopping", "text_quality_nvidia_domain_score": 0.9997496008872986, "text_quality_nvidia_edu_nemotron4_score": 1.7255859375, "text_quality_nvidia_edu_mixtral_score": 1.240234375, "text_quality_dclmbaseline_fasttext_score": 0.9887866377830505, "text_quality_dolma3_fasttext_score": 0.999017059803009, "custom_fasttext_val_fasttext_score": 5.269050598144531e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 2.6226043701171875e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.53125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.46875, "within_sample_repetition_detection": 4.0 }, "35": { "detoxify": 1, "length_chars": 347, "length_tokens": 2541, "length_tokens_text_only": 237, "length_tokens_trainable_only": 174, "length_images": 1, "iqa_live_mean": 0.2759493432863793, "iqa_live_min": 0.2759493432863793, "iqa_live_max": 0.2759493432863793, "iqa_csiq_mean": 0.48691219091415405, "iqa_csiq_min": 0.48691219091415405, "iqa_csiq_max": 0.48691219091415405, "iqa_tid2013_mean": 0.19383054309421113, "iqa_tid2013_min": 0.19383054309421113, "iqa_tid2013_max": 0.19383054309421113, "iqa_kadid10k_mean": 0.2174072265625, "iqa_kadid10k_min": 0.2174072265625, "iqa_kadid10k_max": 0.2174072265625, "iqa_flive_mean": 0.5910955872198549, "iqa_flive_min": 0.5910955872198549, "iqa_flive_max": 0.5910955872198549, "iqa_spaq_mean": 0.5229507600418245, "iqa_spaq_min": 0.5229507600418245, "iqa_spaq_max": 0.5229507600418245, "iqa_clive_mean": 0.3682306848391138, "iqa_clive_min": 0.3682306848391138, "iqa_clive_max": 0.3682306848391138, "iqa_koniq10k_mean": 0.4558192166415128, "iqa_koniq10k_min": 0.4558192166415128, "iqa_koniq10k_max": 0.4558192166415128, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8561782836914062 }, { "lang": "ja", "score": 0.0465230830013752 }, { "lang": "en", "score": 0.03224813938140869 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.2759493432863793, "iqa_v2_live_min": 0.2759493432863793, "iqa_v2_live_max": 0.2759493432863793, "iqa_v2_csiq_mean": 0.48691219091415405, "iqa_v2_csiq_min": 0.48691219091415405, "iqa_v2_csiq_max": 0.48691219091415405, "iqa_v2_tid2013_mean": 0.19383054309421113, "iqa_v2_tid2013_min": 0.19383054309421113, "iqa_v2_tid2013_max": 0.19383054309421113, "iqa_v2_kadid10k_mean": 0.2174072265625, "iqa_v2_kadid10k_min": 0.2174072265625, "iqa_v2_kadid10k_max": 0.2174072265625, "iqa_v2_flive_mean": 0.5910955872198549, "iqa_v2_flive_min": 0.5910955872198549, "iqa_v2_flive_max": 0.5910955872198549, "iqa_v2_spaq_mean": 0.5229507600418245, "iqa_v2_spaq_min": 0.5229507600418245, "iqa_v2_spaq_max": 0.5229507600418245, "iqa_v2_clive_mean": 0.3682306848391138, "iqa_v2_clive_min": 0.3682306848391138, "iqa_v2_clive_max": 0.3682306848391138, "iqa_v2_koniq10k_mean": 0.4558192166415128, "iqa_v2_koniq10k_min": 0.4558192166415128, "iqa_v2_koniq10k_max": 0.4558192166415128, "imdecont": { "jpg": 0.4706430435180664 }, "imdecont_image_match": { "jpg": 189408 }, "imdecont_max": 0.4706430435180664, "imdecont_mean": 0.4706430435180664, "imdecont_min": 0.4706430435180664, "clip_score_clip_vitl14_224_prev_turn_only_min": 14.171875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 14.171875, "clip_score_clip_vitl14_224_prev_turn_only_max": 14.171875, "clip_score_dfn_public_prev_turn_only_min": 2.287109375, "clip_score_dfn_public_prev_turn_only_mean": 2.287109375, "clip_score_dfn_public_prev_turn_only_max": 2.287109375, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.7109375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.7109375, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.7109375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.53125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.53125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.53125, "clip_score_clip_vitl14_224_next_turn_only_min": 23.5625, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.5625, "clip_score_clip_vitl14_224_next_turn_only_max": 23.5625, "clip_score_dfn_public_next_turn_only_min": 2.716796875, "clip_score_dfn_public_next_turn_only_mean": 2.716796875, "clip_score_dfn_public_next_turn_only_max": 2.716796875, "clip_score_siglip2_b16_224_next_turn_only_min": -5.640625, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.640625, "clip_score_siglip2_b16_224_next_turn_only_max": -5.640625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.125, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.125, "clip_score_dfn_public_prev_and_next_turn_min": 2.869140625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.869140625, "clip_score_dfn_public_prev_and_next_turn_max": 2.869140625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.4375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.4375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.5, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.5, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.5, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3748.86 }, "im_clarity_mean": 3748.86, "im_clarity_min": 3748.86, "im_clarity_max": 3748.86, "im_luma": { "jpg": 234.69 }, "im_luma_mean": 234.69, "im_luma_min": 234.69, "im_luma_max": 234.69, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 2.22 }, "im_entropy_mean": 2.22, "im_entropy_min": 2.22, "im_entropy_max": 2.22, "unifilter_score_qwen2_5_1_5b": 2.2265625, "unifilter_score_qwen3_0_6b": 2.490234375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8561782836914062, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.0465230830013752, "language_detection_annotation_nllb_2_lan": "en", "language_detection_annotation_nllb_2_score": 0.03224813938140869, "text_quality_weborganizer_topic_label": "Education & Jobs", "text_quality_weborganizer_topic_score": 0.919918417930603, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.36999601125717163, "text_quality_nvidia_domain_label": "Jobs_and_Education", "text_quality_nvidia_domain_score": 0.9573537111282349, "text_quality_nvidia_edu_nemotron4_score": 1.7412109375, "text_quality_nvidia_edu_mixtral_score": 1.1220703125, "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": 4.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.609375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.140625, "within_sample_repetition_detection": 4.0 }, "42": { "detoxify": 1, "length_chars": 421, "length_tokens": 2644, "length_tokens_text_only": 341, "length_tokens_trainable_only": 278, "length_images": 1, "iqa_live_mean": 0.2691627271247632, "iqa_live_min": 0.2691627271247632, "iqa_live_max": 0.2691627271247632, "iqa_csiq_mean": 0.48999446630477905, "iqa_csiq_min": 0.48999446630477905, "iqa_csiq_max": 0.48999446630477905, "iqa_tid2013_mean": 0.26609616809421116, "iqa_tid2013_min": 0.26609616809421116, "iqa_tid2013_max": 0.26609616809421116, "iqa_kadid10k_mean": 0.2037353515625, "iqa_kadid10k_min": 0.2037353515625, "iqa_kadid10k_max": 0.2037353515625, "iqa_flive_mean": 0.550454804391572, "iqa_flive_min": 0.550454804391572, "iqa_flive_max": 0.550454804391572, "iqa_spaq_mean": 0.4211317890822286, "iqa_spaq_min": 0.4211317890822286, "iqa_spaq_max": 0.4211317890822286, "iqa_clive_mean": 0.29452487675830574, "iqa_clive_min": 0.29452487675830574, "iqa_clive_max": 0.29452487675830574, "iqa_koniq10k_mean": 0.43853701967181585, "iqa_koniq10k_min": 0.43853701967181585, "iqa_koniq10k_max": 0.43853701967181585, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9294343590736389 }, { "lang": "en", "score": 0.020936334505677223 }, { "lang": "ko", "score": 0.008000743575394154 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.2691627271247632, "iqa_v2_live_min": 0.2691627271247632, "iqa_v2_live_max": 0.2691627271247632, "iqa_v2_csiq_mean": 0.48999446630477905, "iqa_v2_csiq_min": 0.48999446630477905, "iqa_v2_csiq_max": 0.48999446630477905, "iqa_v2_tid2013_mean": 0.26609616809421116, "iqa_v2_tid2013_min": 0.26609616809421116, "iqa_v2_tid2013_max": 0.26609616809421116, "iqa_v2_kadid10k_mean": 0.2037353515625, "iqa_v2_kadid10k_min": 0.2037353515625, "iqa_v2_kadid10k_max": 0.2037353515625, "iqa_v2_flive_mean": 0.550454804391572, "iqa_v2_flive_min": 0.550454804391572, "iqa_v2_flive_max": 0.550454804391572, "iqa_v2_spaq_mean": 0.4211317890822286, "iqa_v2_spaq_min": 0.4211317890822286, "iqa_v2_spaq_max": 0.4211317890822286, "iqa_v2_clive_mean": 0.29452487675830574, "iqa_v2_clive_min": 0.29452487675830574, "iqa_v2_clive_max": 0.29452487675830574, "iqa_v2_koniq10k_mean": 0.43853701967181585, "iqa_v2_koniq10k_min": 0.43853701967181585, "iqa_v2_koniq10k_max": 0.43853701967181585, "imdecont": { "jpg": 0.37524914741516113 }, "imdecont_image_match": { "jpg": 182662 }, "imdecont_max": 0.37524914741516113, "imdecont_mean": 0.37524914741516113, "imdecont_min": 0.37524914741516113, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.265625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.265625, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.265625, "clip_score_dfn_public_prev_turn_only_min": 1.345703125, "clip_score_dfn_public_prev_turn_only_mean": 1.345703125, "clip_score_dfn_public_prev_turn_only_max": 1.345703125, "clip_score_siglip2_b16_224_prev_turn_only_min": -11.5859375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -11.5859375, "clip_score_siglip2_b16_224_prev_turn_only_max": -11.5859375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.359375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.359375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.359375, "clip_score_clip_vitl14_224_next_turn_only_min": 25.953125, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.953125, "clip_score_clip_vitl14_224_next_turn_only_max": 25.953125, "clip_score_dfn_public_next_turn_only_min": 3.0703125, "clip_score_dfn_public_next_turn_only_mean": 3.0703125, "clip_score_dfn_public_next_turn_only_max": 3.0703125, "clip_score_siglip2_b16_224_next_turn_only_min": -5.8203125, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.8203125, "clip_score_siglip2_b16_224_next_turn_only_max": -5.8203125, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.34375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.34375, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.859375, "clip_score_dfn_public_prev_and_next_turn_min": 2.6953125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.6953125, "clip_score_dfn_public_prev_and_next_turn_max": 2.6953125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.9296875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.9296875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.9296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.140625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.140625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.140625, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2286.0 }, "im_clarity_mean": 2286.0, "im_clarity_min": 2286.0, "im_clarity_max": 2286.0, "im_luma": { "jpg": 210.32 }, "im_luma_mean": 210.32, "im_luma_min": 210.32, "im_luma_max": 210.32, "im_saturation": { "jpg": 0.05 }, "im_saturation_mean": 0.05, "im_saturation_min": 0.05, "im_saturation_max": 0.05, "im_entropy": { "jpg": 3.31 }, "im_entropy_mean": 3.31, "im_entropy_min": 3.31, "im_entropy_max": 3.31, "unifilter_score_qwen2_5_1_5b": 2.677734375, "unifilter_score_qwen3_0_6b": 1.1884765625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9294343590736389, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.020936334505677223, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.008000743575394154, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.4766843914985657, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.5289846062660217, "text_quality_nvidia_domain_label": "Internet_and_Telecom", "text_quality_nvidia_domain_score": 0.6386837959289551, "text_quality_nvidia_edu_nemotron4_score": 1.9462890625, "text_quality_nvidia_edu_mixtral_score": 1.5283203125, "text_quality_dclmbaseline_fasttext_score": 0.9638434648513794, "text_quality_dolma3_fasttext_score": 0.6046606302261353, "custom_fasttext_val_fasttext_score": 0.0003072023391723633, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 2.6464462280273438e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.90625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.46875, "within_sample_repetition_detection": 8.0 }, "50": { "detoxify": 1, "length_chars": 494, "length_tokens": 2661, "length_tokens_text_only": 357, "length_tokens_trainable_only": 293, "length_images": 1, "iqa_live_mean": 0.3653591040408972, "iqa_live_min": 0.3653591040408972, "iqa_live_max": 0.3653591040408972, "iqa_csiq_mean": 0.594303548336029, "iqa_csiq_min": 0.594303548336029, "iqa_csiq_max": 0.594303548336029, "iqa_tid2013_mean": 0.24092255698310003, "iqa_tid2013_min": 0.24092255698310003, "iqa_tid2013_max": 0.24092255698310003, "iqa_kadid10k_mean": 0.2774658203125, "iqa_kadid10k_min": 0.2774658203125, "iqa_kadid10k_max": 0.2774658203125, "iqa_flive_mean": 0.6214972601996528, "iqa_flive_min": 0.6214972601996528, "iqa_flive_max": 0.6214972601996528, "iqa_spaq_mean": 0.4845097089054609, "iqa_spaq_min": 0.4845097089054609, "iqa_spaq_max": 0.4845097089054609, "iqa_clive_mean": 0.4580744348391138, "iqa_clive_min": 0.4580744348391138, "iqa_clive_max": 0.4580744348391138, "iqa_koniq10k_mean": 0.44058878734858353, "iqa_koniq10k_min": 0.44058878734858353, "iqa_koniq10k_max": 0.44058878734858353, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8958903551101685 }, { "lang": "en", "score": 0.043093208223581314 }, { "lang": "ko", "score": 0.020987041294574738 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3653591040408972, "iqa_v2_live_min": 0.3653591040408972, "iqa_v2_live_max": 0.3653591040408972, "iqa_v2_csiq_mean": 0.594303548336029, "iqa_v2_csiq_min": 0.594303548336029, "iqa_v2_csiq_max": 0.594303548336029, "iqa_v2_tid2013_mean": 0.24092255698310003, "iqa_v2_tid2013_min": 0.24092255698310003, "iqa_v2_tid2013_max": 0.24092255698310003, "iqa_v2_kadid10k_mean": 0.2774658203125, "iqa_v2_kadid10k_min": 0.2774658203125, "iqa_v2_kadid10k_max": 0.2774658203125, "iqa_v2_flive_mean": 0.6214972601996528, "iqa_v2_flive_min": 0.6214972601996528, "iqa_v2_flive_max": 0.6214972601996528, "iqa_v2_spaq_mean": 0.4845097089054609, "iqa_v2_spaq_min": 0.4845097089054609, "iqa_v2_spaq_max": 0.4845097089054609, "iqa_v2_clive_mean": 0.4580744348391138, "iqa_v2_clive_min": 0.4580744348391138, "iqa_v2_clive_max": 0.4580744348391138, "iqa_v2_koniq10k_mean": 0.44058878734858353, "iqa_v2_koniq10k_min": 0.44058878734858353, "iqa_v2_koniq10k_max": 0.44058878734858353, "imdecont": { "jpg": 0.4089968204498291 }, "imdecont_image_match": { "jpg": 73099 }, "imdecont_max": 0.4089968204498291, "imdecont_mean": 0.4089968204498291, "imdecont_min": 0.4089968204498291, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.390625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.390625, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.390625, "clip_score_dfn_public_prev_turn_only_min": 3.09765625, "clip_score_dfn_public_prev_turn_only_mean": 3.09765625, "clip_score_dfn_public_prev_turn_only_max": 3.09765625, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.703125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.703125, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.703125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.71875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.71875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.71875, "clip_score_clip_vitl14_224_next_turn_only_min": 27.765625, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.765625, "clip_score_clip_vitl14_224_next_turn_only_max": 27.765625, "clip_score_dfn_public_next_turn_only_min": 2.203125, "clip_score_dfn_public_next_turn_only_mean": 2.203125, "clip_score_dfn_public_next_turn_only_max": 2.203125, "clip_score_siglip2_b16_224_next_turn_only_min": -3.78125, "clip_score_siglip2_b16_224_next_turn_only_mean": -3.78125, "clip_score_siglip2_b16_224_next_turn_only_max": -3.78125, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.25, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.25, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.25, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.296875, "clip_score_dfn_public_prev_and_next_turn_min": 3.041015625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.041015625, "clip_score_dfn_public_prev_and_next_turn_max": 3.041015625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.8515625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.8515625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.8515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.421875, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 7971.88 }, "im_clarity_mean": 7971.88, "im_clarity_min": 7971.88, "im_clarity_max": 7971.88, "im_luma": { "jpg": 228.26 }, "im_luma_mean": 228.26, "im_luma_min": 228.26, "im_luma_max": 228.26, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 2.95 }, "im_entropy_mean": 2.95, "im_entropy_min": 2.95, "im_entropy_max": 2.95, "unifilter_score_qwen2_5_1_5b": 0.8193359375, "unifilter_score_qwen3_0_6b": 0.408203125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8958903551101685, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.043093208223581314, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.020987041294574738, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.38150554895401, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.5693238973617554, "text_quality_nvidia_domain_label": "Law_and_Government", "text_quality_nvidia_domain_score": 0.9992517828941345, "text_quality_nvidia_edu_nemotron4_score": 1.53125, "text_quality_nvidia_edu_mixtral_score": 1.12109375, "text_quality_dclmbaseline_fasttext_score": 0.914820671081543, "text_quality_dolma3_fasttext_score": 0.999933123588562, "custom_fasttext_val_fasttext_score": 0.0001035928726196289, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0004374384880065918, "custom_fasttext_core_clean_fasttext_score": 1.1920928955078125e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.21875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.015625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.203125, "within_sample_repetition_detection": 4.0 }, "55": { "detoxify": 1, "length_chars": 444, "length_tokens": 2660, "length_tokens_text_only": 356, "length_tokens_trainable_only": 292, "length_images": 1, "iqa_live_mean": 0.3168268685389046, "iqa_live_min": 0.3168268685389046, "iqa_live_max": 0.3168268685389046, "iqa_csiq_mean": 0.522831380367279, "iqa_csiq_min": 0.522831380367279, "iqa_csiq_max": 0.522831380367279, "iqa_tid2013_mean": 0.26045380698310006, "iqa_tid2013_min": 0.26045380698310006, "iqa_tid2013_max": 0.26045380698310006, "iqa_kadid10k_mean": 0.3052978515625, "iqa_kadid10k_min": 0.3052978515625, "iqa_kadid10k_max": 0.3052978515625, "iqa_flive_mean": 0.5938970392400569, "iqa_flive_min": 0.5938970392400569, "iqa_flive_max": 0.5938970392400569, "iqa_spaq_mean": 0.4879572704584912, "iqa_spaq_min": 0.4879572704584912, "iqa_spaq_max": 0.4879572704584912, "iqa_clive_mean": 0.40070385403103304, "iqa_clive_min": 0.40070385403103304, "iqa_clive_max": 0.40070385403103304, "iqa_koniq10k_mean": 0.4566872721970684, "iqa_koniq10k_min": 0.4566872721970684, "iqa_koniq10k_max": 0.4566872721970684, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8414576649665833 }, { "lang": "en", "score": 0.03853870928287506 }, { "lang": "ja", "score": 0.026567185297608376 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3168268685389046, "iqa_v2_live_min": 0.3168268685389046, "iqa_v2_live_max": 0.3168268685389046, "iqa_v2_csiq_mean": 0.522831380367279, "iqa_v2_csiq_min": 0.522831380367279, "iqa_v2_csiq_max": 0.522831380367279, "iqa_v2_tid2013_mean": 0.26045380698310006, "iqa_v2_tid2013_min": 0.26045380698310006, "iqa_v2_tid2013_max": 0.26045380698310006, "iqa_v2_kadid10k_mean": 0.3052978515625, "iqa_v2_kadid10k_min": 0.3052978515625, "iqa_v2_kadid10k_max": 0.3052978515625, "iqa_v2_flive_mean": 0.5938970392400569, "iqa_v2_flive_min": 0.5938970392400569, "iqa_v2_flive_max": 0.5938970392400569, "iqa_v2_spaq_mean": 0.4879572704584912, "iqa_v2_spaq_min": 0.4879572704584912, "iqa_v2_spaq_max": 0.4879572704584912, "iqa_v2_clive_mean": 0.40070385403103304, "iqa_v2_clive_min": 0.40070385403103304, "iqa_v2_clive_max": 0.40070385403103304, "iqa_v2_koniq10k_mean": 0.4566872721970684, "iqa_v2_koniq10k_min": 0.4566872721970684, "iqa_v2_koniq10k_max": 0.4566872721970684, "imdecont": { "jpg": 0.44397932291030884 }, "imdecont_image_match": { "jpg": 189130 }, "imdecont_max": 0.44397932291030884, "imdecont_mean": 0.44397932291030884, "imdecont_min": 0.44397932291030884, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.234375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.234375, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.234375, "clip_score_dfn_public_prev_turn_only_min": 2.0078125, "clip_score_dfn_public_prev_turn_only_mean": 2.0078125, "clip_score_dfn_public_prev_turn_only_max": 2.0078125, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.2578125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.2578125, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.2578125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.828125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.828125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.828125, "clip_score_clip_vitl14_224_next_turn_only_min": 17.625, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.625, "clip_score_clip_vitl14_224_next_turn_only_max": 17.625, "clip_score_dfn_public_next_turn_only_min": 3.0078125, "clip_score_dfn_public_next_turn_only_mean": 3.0078125, "clip_score_dfn_public_next_turn_only_max": 3.0078125, "clip_score_siglip2_b16_224_next_turn_only_min": -9.3515625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.3515625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.3515625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.796875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.796875, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.421875, "clip_score_dfn_public_prev_and_next_turn_min": 2.802734375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.802734375, "clip_score_dfn_public_prev_and_next_turn_max": 2.802734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -7.1796875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -7.1796875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -7.1796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.96875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2713.08 }, "im_clarity_mean": 2713.08, "im_clarity_min": 2713.08, "im_clarity_max": 2713.08, "im_luma": { "jpg": 233.94 }, "im_luma_mean": 233.94, "im_luma_min": 233.94, "im_luma_max": 233.94, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 2.97 }, "im_entropy_mean": 2.97, "im_entropy_min": 2.97, "im_entropy_max": 2.97, "unifilter_score_qwen2_5_1_5b": 0.07977294921875, "unifilter_score_qwen3_0_6b": 0.48095703125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8414576649665833, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.03853870928287506, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.026567185297608376, "text_quality_weborganizer_topic_label": "Literature", "text_quality_weborganizer_topic_score": 0.5184707045555115, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.5674135684967041, "text_quality_nvidia_domain_label": "Books_and_Literature", "text_quality_nvidia_domain_score": 0.9147417545318604, "text_quality_nvidia_edu_nemotron4_score": 1.46875, "text_quality_nvidia_edu_mixtral_score": 0.6513671875, "text_quality_dclmbaseline_fasttext_score": 0.9830988049507141, "text_quality_dolma3_fasttext_score": 0.9978071451187134, "custom_fasttext_val_fasttext_score": 2.4199485778808594e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 9.85860824584961e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.15625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.34375, "within_sample_repetition_detection": 4.0 }, "52": { "detoxify": 1, "length_chars": 314, "length_tokens": 2540, "length_tokens_text_only": 237, "length_tokens_trainable_only": 173, "length_images": 1, "iqa_live_mean": 0.42935847272776584, "iqa_live_min": 0.42935847272776584, "iqa_live_max": 0.42935847272776584, "iqa_csiq_mean": 0.627018392086029, "iqa_csiq_min": 0.627018392086029, "iqa_csiq_max": 0.627018392086029, "iqa_tid2013_mean": 0.30884790420532227, "iqa_tid2013_min": 0.30884790420532227, "iqa_tid2013_max": 0.30884790420532227, "iqa_kadid10k_mean": 0.1827392578125, "iqa_kadid10k_min": 0.1827392578125, "iqa_kadid10k_max": 0.1827392578125, "iqa_flive_mean": 0.6216550884824811, "iqa_flive_min": 0.6216550884824811, "iqa_flive_max": 0.6216550884824811, "iqa_spaq_mean": 0.35294997090041036, "iqa_spaq_min": 0.35294997090041036, "iqa_spaq_max": 0.35294997090041036, "iqa_clive_mean": 0.2882117454451744, "iqa_clive_min": 0.2882117454451744, "iqa_clive_max": 0.2882117454451744, "iqa_koniq10k_mean": 0.5359170701768664, "iqa_koniq10k_min": 0.5359170701768664, "iqa_koniq10k_max": 0.5359170701768664, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.7599788904190063 }, { "lang": "en", "score": 0.09184543788433075 }, { "lang": "ja", "score": 0.06417473405599594 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.42935847272776584, "iqa_v2_live_min": 0.42935847272776584, "iqa_v2_live_max": 0.42935847272776584, "iqa_v2_csiq_mean": 0.627018392086029, "iqa_v2_csiq_min": 0.627018392086029, "iqa_v2_csiq_max": 0.627018392086029, "iqa_v2_tid2013_mean": 0.30884790420532227, "iqa_v2_tid2013_min": 0.30884790420532227, "iqa_v2_tid2013_max": 0.30884790420532227, "iqa_v2_kadid10k_mean": 0.1827392578125, "iqa_v2_kadid10k_min": 0.1827392578125, "iqa_v2_kadid10k_max": 0.1827392578125, "iqa_v2_flive_mean": 0.6216550884824811, "iqa_v2_flive_min": 0.6216550884824811, "iqa_v2_flive_max": 0.6216550884824811, "iqa_v2_spaq_mean": 0.35294997090041036, "iqa_v2_spaq_min": 0.35294997090041036, "iqa_v2_spaq_max": 0.35294997090041036, "iqa_v2_clive_mean": 0.2882117454451744, "iqa_v2_clive_min": 0.2882117454451744, "iqa_v2_clive_max": 0.2882117454451744, "iqa_v2_koniq10k_mean": 0.5359170701768664, "iqa_v2_koniq10k_min": 0.5359170701768664, "iqa_v2_koniq10k_max": 0.5359170701768664, "imdecont": { "jpg": 0.3547508716583252 }, "imdecont_image_match": { "jpg": 106062 }, "imdecont_max": 0.3547508716583252, "imdecont_mean": 0.3547508716583252, "imdecont_min": 0.3547508716583252, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.21875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.21875, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.21875, "clip_score_dfn_public_prev_turn_only_min": 3.1640625, "clip_score_dfn_public_prev_turn_only_mean": 3.1640625, "clip_score_dfn_public_prev_turn_only_max": 3.1640625, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.4140625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.4140625, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.4140625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.453125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.453125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.453125, "clip_score_clip_vitl14_224_next_turn_only_min": 22.46875, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.46875, "clip_score_clip_vitl14_224_next_turn_only_max": 22.46875, "clip_score_dfn_public_next_turn_only_min": 2.9453125, "clip_score_dfn_public_next_turn_only_mean": 2.9453125, "clip_score_dfn_public_next_turn_only_max": 2.9453125, "clip_score_siglip2_b16_224_next_turn_only_min": -0.9609375, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.9609375, "clip_score_siglip2_b16_224_next_turn_only_max": -0.9609375, "clip_score_longclip_vitl14_224_next_turn_only_min": 19.734375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 19.734375, "clip_score_longclip_vitl14_224_next_turn_only_max": 19.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.296875, "clip_score_dfn_public_prev_and_next_turn_min": 2.64453125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.64453125, "clip_score_dfn_public_prev_and_next_turn_max": 2.64453125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.9375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.9375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.9375, "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": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2542.8 }, "im_clarity_mean": 2542.8, "im_clarity_min": 2542.8, "im_clarity_max": 2542.8, "im_luma": { "jpg": 244.1 }, "im_luma_mean": 244.1, "im_luma_min": 244.1, "im_luma_max": 244.1, "im_saturation": { "jpg": 0.2 }, "im_saturation_mean": 0.2, "im_saturation_min": 0.2, "im_saturation_max": 0.2, "im_entropy": { "jpg": 1.44 }, "im_entropy_mean": 1.44, "im_entropy_min": 1.44, "im_entropy_max": 1.44, "unifilter_score_qwen2_5_1_5b": -0.08367919921875, "unifilter_score_qwen3_0_6b": 0.34619140625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.7599788904190063, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.09184543788433075, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.06417473405599594, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.3887653648853302, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.4726221263408661, "text_quality_nvidia_domain_label": "Finance", "text_quality_nvidia_domain_score": 0.7703781127929688, "text_quality_nvidia_edu_nemotron4_score": 1.4208984375, "text_quality_nvidia_edu_mixtral_score": 0.81982421875, "text_quality_dclmbaseline_fasttext_score": 0.9184393882751465, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 8.189678192138672e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00014519691467285156, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.40625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.53125, "within_sample_repetition_detection": 7.0 }, "20": { "detoxify": 1, "length_chars": 262, "length_tokens": 2520, "length_tokens_text_only": 217, "length_tokens_trainable_only": 158, "length_images": 1, "iqa_live_mean": 0.2844720705591066, "iqa_live_min": 0.2844720705591066, "iqa_live_max": 0.2844720705591066, "iqa_csiq_mean": 0.47189754247665405, "iqa_csiq_min": 0.47189754247665405, "iqa_csiq_max": 0.47189754247665405, "iqa_tid2013_mean": 0.24417776531643337, "iqa_tid2013_min": 0.24417776531643337, "iqa_tid2013_max": 0.24417776531643337, "iqa_kadid10k_mean": 0.1500244140625, "iqa_kadid10k_min": 0.1500244140625, "iqa_kadid10k_max": 0.1500244140625, "iqa_flive_mean": 0.5252811932804609, "iqa_flive_min": 0.5252811932804609, "iqa_flive_max": 0.5252811932804609, "iqa_spaq_mean": 0.28145375877919826, "iqa_spaq_min": 0.28145375877919826, "iqa_spaq_max": 0.28145375877919826, "iqa_clive_mean": 0.2399162908997199, "iqa_clive_min": 0.2399162908997199, "iqa_clive_max": 0.2399162908997199, "iqa_koniq10k_mean": 0.45794989845969464, "iqa_koniq10k_min": 0.45794989845969464, "iqa_koniq10k_max": 0.45794989845969464, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.7699992656707764 }, { "lang": "en", "score": 0.09512434899806976 }, { "lang": "ja", "score": 0.02980617806315422 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.2844720705591066, "iqa_v2_live_min": 0.2844720705591066, "iqa_v2_live_max": 0.2844720705591066, "iqa_v2_csiq_mean": 0.47189754247665405, "iqa_v2_csiq_min": 0.47189754247665405, "iqa_v2_csiq_max": 0.47189754247665405, "iqa_v2_tid2013_mean": 0.24417776531643337, "iqa_v2_tid2013_min": 0.24417776531643337, "iqa_v2_tid2013_max": 0.24417776531643337, "iqa_v2_kadid10k_mean": 0.1500244140625, "iqa_v2_kadid10k_min": 0.1500244140625, "iqa_v2_kadid10k_max": 0.1500244140625, "iqa_v2_flive_mean": 0.5252811932804609, "iqa_v2_flive_min": 0.5252811932804609, "iqa_v2_flive_max": 0.5252811932804609, "iqa_v2_spaq_mean": 0.28145375877919826, "iqa_v2_spaq_min": 0.28145375877919826, "iqa_v2_spaq_max": 0.28145375877919826, "iqa_v2_clive_mean": 0.2399162908997199, "iqa_v2_clive_min": 0.2399162908997199, "iqa_v2_clive_max": 0.2399162908997199, "iqa_v2_koniq10k_mean": 0.45794989845969464, "iqa_v2_koniq10k_min": 0.45794989845969464, "iqa_v2_koniq10k_max": 0.45794989845969464, "imdecont": { "jpg": 0.3541831970214844 }, "imdecont_image_match": { "jpg": 189635 }, "imdecont_max": 0.3541831970214844, "imdecont_mean": 0.3541831970214844, "imdecont_min": 0.3541831970214844, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.609375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.609375, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.609375, "clip_score_dfn_public_prev_turn_only_min": 2.369140625, "clip_score_dfn_public_prev_turn_only_mean": 2.369140625, "clip_score_dfn_public_prev_turn_only_max": 2.369140625, "clip_score_siglip2_b16_224_prev_turn_only_min": -10.5390625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -10.5390625, "clip_score_siglip2_b16_224_prev_turn_only_max": -10.5390625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 15.9921875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 15.9921875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 15.9921875, "clip_score_clip_vitl14_224_next_turn_only_min": 25.8125, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.8125, "clip_score_clip_vitl14_224_next_turn_only_max": 25.8125, "clip_score_dfn_public_next_turn_only_min": 2.4375, "clip_score_dfn_public_next_turn_only_mean": 2.4375, "clip_score_dfn_public_next_turn_only_max": 2.4375, "clip_score_siglip2_b16_224_next_turn_only_min": -1.921875, "clip_score_siglip2_b16_224_next_turn_only_mean": -1.921875, "clip_score_siglip2_b16_224_next_turn_only_max": -1.921875, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.03125, "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": 22.84375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.84375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.84375, "clip_score_dfn_public_prev_and_next_turn_min": 2.41796875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.41796875, "clip_score_dfn_public_prev_and_next_turn_max": 2.41796875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.34375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.34375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.71875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.71875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.71875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1194.99 }, "im_clarity_mean": 1194.99, "im_clarity_min": 1194.99, "im_clarity_max": 1194.99, "im_luma": { "jpg": 240.46 }, "im_luma_mean": 240.46, "im_luma_min": 240.46, "im_luma_max": 240.46, "im_saturation": { "jpg": 1.05 }, "im_saturation_mean": 1.05, "im_saturation_min": 1.05, "im_saturation_max": 1.05, "im_entropy": { "jpg": 2.2 }, "im_entropy_mean": 2.2, "im_entropy_min": 2.2, "im_entropy_max": 2.2, "unifilter_score_qwen2_5_1_5b": -0.7373046875, "unifilter_score_qwen3_0_6b": -1.9189453125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.7699992656707764, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.09512434899806976, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.02980617806315422, "text_quality_weborganizer_topic_label": "Finance & Business", "text_quality_weborganizer_topic_score": 0.9349010586738586, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.5978007316589355, "text_quality_nvidia_domain_label": "Finance", "text_quality_nvidia_domain_score": 0.9991481304168701, "text_quality_nvidia_edu_nemotron4_score": 0.21630859375, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.32379966974258423, "text_quality_dolma3_fasttext_score": 0.004463613033294678, "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": 1.430511474609375e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.78125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.34375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.4375, "within_sample_repetition_detection": 7.0 }, "61": { "detoxify": 1, "length_chars": 640, "length_tokens": 2700, "length_tokens_text_only": 397, "length_tokens_trainable_only": 334, "length_images": 1, "iqa_live_mean": 0.4580437631318063, "iqa_live_min": 0.4580437631318063, "iqa_live_max": 0.4580437631318063, "iqa_csiq_mean": 0.632389485836029, "iqa_csiq_min": 0.632389485836029, "iqa_csiq_max": 0.632389485836029, "iqa_tid2013_mean": 0.2995163069831, "iqa_tid2013_min": 0.2995163069831, "iqa_tid2013_max": 0.2995163069831, "iqa_kadid10k_mean": 0.4105224609375, "iqa_kadid10k_min": 0.4105224609375, "iqa_kadid10k_max": 0.4105224609375, "iqa_flive_mean": 0.6403022534919508, "iqa_flive_min": 0.6403022534919508, "iqa_flive_max": 0.6403022534919508, "iqa_spaq_mean": 0.46786868933475384, "iqa_spaq_min": 0.46786868933475384, "iqa_spaq_max": 0.46786868933475384, "iqa_clive_mean": 0.48615800491487143, "iqa_clive_min": 0.48615800491487143, "iqa_clive_max": 0.48615800491487143, "iqa_koniq10k_mean": 0.5176089893687855, "iqa_koniq10k_min": 0.5176089893687855, "iqa_koniq10k_max": 0.5176089893687855, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9389992952346802 }, { "lang": "ja", "score": 0.01582079567015171 }, { "lang": "en", "score": 0.014797600917518139 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.4580437631318063, "iqa_v2_live_min": 0.4580437631318063, "iqa_v2_live_max": 0.4580437631318063, "iqa_v2_csiq_mean": 0.632389485836029, "iqa_v2_csiq_min": 0.632389485836029, "iqa_v2_csiq_max": 0.632389485836029, "iqa_v2_tid2013_mean": 0.2995163069831, "iqa_v2_tid2013_min": 0.2995163069831, "iqa_v2_tid2013_max": 0.2995163069831, "iqa_v2_kadid10k_mean": 0.4105224609375, "iqa_v2_kadid10k_min": 0.4105224609375, "iqa_v2_kadid10k_max": 0.4105224609375, "iqa_v2_flive_mean": 0.6403022534919508, "iqa_v2_flive_min": 0.6403022534919508, "iqa_v2_flive_max": 0.6403022534919508, "iqa_v2_spaq_mean": 0.46786868933475384, "iqa_v2_spaq_min": 0.46786868933475384, "iqa_v2_spaq_max": 0.46786868933475384, "iqa_v2_clive_mean": 0.48615800491487143, "iqa_v2_clive_min": 0.48615800491487143, "iqa_v2_clive_max": 0.48615800491487143, "iqa_v2_koniq10k_mean": 0.5176089893687855, "iqa_v2_koniq10k_min": 0.5176089893687855, "iqa_v2_koniq10k_max": 0.5176089893687855, "imdecont": { "jpg": 0.47542357444763184 }, "imdecont_image_match": { "jpg": 470 }, "imdecont_max": 0.47542357444763184, "imdecont_mean": 0.47542357444763184, "imdecont_min": 0.47542357444763184, "clip_score_clip_vitl14_224_prev_turn_only_min": 13.96875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 13.96875, "clip_score_clip_vitl14_224_prev_turn_only_max": 13.96875, "clip_score_dfn_public_prev_turn_only_min": 2.34765625, "clip_score_dfn_public_prev_turn_only_mean": 2.34765625, "clip_score_dfn_public_prev_turn_only_max": 2.34765625, "clip_score_siglip2_b16_224_prev_turn_only_min": -10.4375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -10.4375, "clip_score_siglip2_b16_224_prev_turn_only_max": -10.4375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.421875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.421875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.421875, "clip_score_clip_vitl14_224_next_turn_only_min": 24.25, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.25, "clip_score_clip_vitl14_224_next_turn_only_max": 24.25, "clip_score_dfn_public_next_turn_only_min": 2.15625, "clip_score_dfn_public_next_turn_only_mean": 2.15625, "clip_score_dfn_public_next_turn_only_max": 2.15625, "clip_score_siglip2_b16_224_next_turn_only_min": -6.5, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.5, "clip_score_siglip2_b16_224_next_turn_only_max": -6.5, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.34375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.34375, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.84375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.84375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.84375, "clip_score_dfn_public_prev_and_next_turn_min": 2.0390625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.0390625, "clip_score_dfn_public_prev_and_next_turn_max": 2.0390625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.3359375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.3359375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.3359375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.234375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.234375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.234375, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3958.93 }, "im_clarity_mean": 3958.93, "im_clarity_min": 3958.93, "im_clarity_max": 3958.93, "im_luma": { "jpg": 222.81 }, "im_luma_mean": 222.81, "im_luma_min": 222.81, "im_luma_max": 222.81, "im_saturation": { "jpg": 26.2 }, "im_saturation_mean": 26.2, "im_saturation_min": 26.2, "im_saturation_max": 26.2, "im_entropy": { "jpg": 3.22 }, "im_entropy_mean": 3.22, "im_entropy_min": 3.22, "im_entropy_max": 3.22, "unifilter_score_qwen2_5_1_5b": -0.1553955078125, "unifilter_score_qwen3_0_6b": 0.56689453125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9389992952346802, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.01582079567015171, "language_detection_annotation_nllb_2_lan": "en", "language_detection_annotation_nllb_2_score": 0.014797600917518139, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.2760886251926422, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.30242809653282166, "text_quality_nvidia_domain_label": "Business_and_Industrial", "text_quality_nvidia_domain_score": 0.9999324083328247, "text_quality_nvidia_edu_nemotron4_score": 1.8251953125, "text_quality_nvidia_edu_mixtral_score": 1.271484375, "text_quality_dclmbaseline_fasttext_score": 0.9908944964408875, "text_quality_dolma3_fasttext_score": 0.9873899221420288, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 8.225440979003906e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.859375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.171875, "within_sample_repetition_detection": 6.0 }, "51": { "detoxify": 1, "length_chars": 386, "length_tokens": 2595, "length_tokens_text_only": 292, "length_tokens_trainable_only": 229, "length_images": 1, "iqa_live_mean": 0.28194681803385413, "iqa_live_min": 0.28194681803385413, "iqa_live_max": 0.28194681803385413, "iqa_csiq_mean": 0.49451106786727905, "iqa_csiq_min": 0.49451106786727905, "iqa_csiq_max": 0.49451106786727905, "iqa_tid2013_mean": 0.19925589031643337, "iqa_tid2013_min": 0.19925589031643337, "iqa_tid2013_max": 0.19925589031643337, "iqa_kadid10k_mean": 0.2430419921875, "iqa_kadid10k_min": 0.2430419921875, "iqa_kadid10k_max": 0.2430419921875, "iqa_flive_mean": 0.6137242172703599, "iqa_flive_min": 0.6137242172703599, "iqa_flive_max": 0.6137242172703599, "iqa_spaq_mean": 0.5616384178701074, "iqa_spaq_min": 0.5616384178701074, "iqa_spaq_max": 0.5616384178701074, "iqa_clive_mean": 0.3709926797886088, "iqa_clive_min": 0.3709926797886088, "iqa_clive_max": 0.3709926797886088, "iqa_koniq10k_mean": 0.49306669138898757, "iqa_koniq10k_min": 0.49306669138898757, "iqa_koniq10k_max": 0.49306669138898757, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9468031525611877 }, { "lang": "en", "score": 0.016058240085840225 }, { "lang": "ko", "score": 0.005518270190805197 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.28194681803385413, "iqa_v2_live_min": 0.28194681803385413, "iqa_v2_live_max": 0.28194681803385413, "iqa_v2_csiq_mean": 0.49451106786727905, "iqa_v2_csiq_min": 0.49451106786727905, "iqa_v2_csiq_max": 0.49451106786727905, "iqa_v2_tid2013_mean": 0.19925589031643337, "iqa_v2_tid2013_min": 0.19925589031643337, "iqa_v2_tid2013_max": 0.19925589031643337, "iqa_v2_kadid10k_mean": 0.2430419921875, "iqa_v2_kadid10k_min": 0.2430419921875, "iqa_v2_kadid10k_max": 0.2430419921875, "iqa_v2_flive_mean": 0.6137242172703599, "iqa_v2_flive_min": 0.6137242172703599, "iqa_v2_flive_max": 0.6137242172703599, "iqa_v2_spaq_mean": 0.5616384178701074, "iqa_v2_spaq_min": 0.5616384178701074, "iqa_v2_spaq_max": 0.5616384178701074, "iqa_v2_clive_mean": 0.3709926797886088, "iqa_v2_clive_min": 0.3709926797886088, "iqa_v2_clive_max": 0.3709926797886088, "iqa_v2_koniq10k_mean": 0.49306669138898757, "iqa_v2_koniq10k_min": 0.49306669138898757, "iqa_v2_koniq10k_max": 0.49306669138898757, "imdecont": { "jpg": 0.418637216091156 }, "imdecont_image_match": { "jpg": 189408 }, "imdecont_max": 0.418637216091156, "imdecont_mean": 0.418637216091156, "imdecont_min": 0.418637216091156, "clip_score_clip_vitl14_224_prev_turn_only_min": 12.515625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 12.515625, "clip_score_clip_vitl14_224_prev_turn_only_max": 12.515625, "clip_score_dfn_public_prev_turn_only_min": 2.353515625, "clip_score_dfn_public_prev_turn_only_mean": 2.353515625, "clip_score_dfn_public_prev_turn_only_max": 2.353515625, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.3359375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.3359375, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.3359375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 16.8125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 16.8125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 16.8125, "clip_score_clip_vitl14_224_next_turn_only_min": 20.46875, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.46875, "clip_score_clip_vitl14_224_next_turn_only_max": 20.46875, "clip_score_dfn_public_next_turn_only_min": 4.20703125, "clip_score_dfn_public_next_turn_only_mean": 4.20703125, "clip_score_dfn_public_next_turn_only_max": 4.20703125, "clip_score_siglip2_b16_224_next_turn_only_min": -3.3984375, "clip_score_siglip2_b16_224_next_turn_only_mean": -3.3984375, "clip_score_siglip2_b16_224_next_turn_only_max": -3.3984375, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.578125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.578125, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.578125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 16.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 16.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 16.734375, "clip_score_dfn_public_prev_and_next_turn_min": 3.107421875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.107421875, "clip_score_dfn_public_prev_and_next_turn_max": 3.107421875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.796875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.796875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.796875, "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": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3658.31 }, "im_clarity_mean": 3658.31, "im_clarity_min": 3658.31, "im_clarity_max": 3658.31, "im_luma": { "jpg": 234.82 }, "im_luma_mean": 234.82, "im_luma_min": 234.82, "im_luma_max": 234.82, "im_saturation": { "jpg": 0.16 }, "im_saturation_mean": 0.16, "im_saturation_min": 0.16, "im_saturation_max": 0.16, "im_entropy": { "jpg": 2.2 }, "im_entropy_mean": 2.2, "im_entropy_min": 2.2, "im_entropy_max": 2.2, "unifilter_score_qwen2_5_1_5b": 1.7822265625, "unifilter_score_qwen3_0_6b": -0.39501953125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9468031525611877, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.016058240085840225, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.005518270190805197, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.4722192585468292, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.4356118142604828, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.7632583975791931, "text_quality_nvidia_edu_nemotron4_score": 1.8466796875, "text_quality_nvidia_edu_mixtral_score": 1.3251953125, "text_quality_dclmbaseline_fasttext_score": 0.9999755620956421, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 3.266334533691406e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 8.344650268554688e-07, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.40625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.265625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.140625, "within_sample_repetition_detection": 4.0 }, "56": { "detoxify": 1, "length_chars": 493, "length_tokens": 2650, "length_tokens_text_only": 346, "length_tokens_trainable_only": 281, "length_images": 1, "iqa_live_mean": 0.29220565641769247, "iqa_live_min": 0.29220565641769247, "iqa_live_max": 0.29220565641769247, "iqa_csiq_mean": 0.501469075679779, "iqa_csiq_min": 0.501469075679779, "iqa_csiq_max": 0.501469075679779, "iqa_tid2013_mean": 0.22920380698310003, "iqa_tid2013_min": 0.22920380698310003, "iqa_tid2013_max": 0.22920380698310003, "iqa_kadid10k_mean": 0.2581787109375, "iqa_kadid10k_min": 0.2581787109375, "iqa_kadid10k_max": 0.2581787109375, "iqa_flive_mean": 0.6034259218158144, "iqa_flive_min": 0.6034259218158144, "iqa_flive_max": 0.6034259218158144, "iqa_spaq_mean": 0.5036562524660669, "iqa_spaq_min": 0.5036562524660669, "iqa_spaq_max": 0.5036562524660669, "iqa_clive_mean": 0.4707253581345684, "iqa_clive_min": 0.4707253581345684, "iqa_clive_max": 0.4707253581345684, "iqa_koniq10k_mean": 0.4562927014899977, "iqa_koniq10k_min": 0.4562927014899977, "iqa_koniq10k_max": 0.4562927014899977, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9783474206924438 }, { "lang": "en", "score": 0.009884726256132126 }, { "lang": "ko", "score": 0.004232116509228945 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.29220565641769247, "iqa_v2_live_min": 0.29220565641769247, "iqa_v2_live_max": 0.29220565641769247, "iqa_v2_csiq_mean": 0.501469075679779, "iqa_v2_csiq_min": 0.501469075679779, "iqa_v2_csiq_max": 0.501469075679779, "iqa_v2_tid2013_mean": 0.22920380698310003, "iqa_v2_tid2013_min": 0.22920380698310003, "iqa_v2_tid2013_max": 0.22920380698310003, "iqa_v2_kadid10k_mean": 0.2581787109375, "iqa_v2_kadid10k_min": 0.2581787109375, "iqa_v2_kadid10k_max": 0.2581787109375, "iqa_v2_flive_mean": 0.6034259218158144, "iqa_v2_flive_min": 0.6034259218158144, "iqa_v2_flive_max": 0.6034259218158144, "iqa_v2_spaq_mean": 0.5036562524660669, "iqa_v2_spaq_min": 0.5036562524660669, "iqa_v2_spaq_max": 0.5036562524660669, "iqa_v2_clive_mean": 0.4707253581345684, "iqa_v2_clive_min": 0.4707253581345684, "iqa_v2_clive_max": 0.4707253581345684, "iqa_v2_koniq10k_mean": 0.4562927014899977, "iqa_v2_koniq10k_min": 0.4562927014899977, "iqa_v2_koniq10k_max": 0.4562927014899977, "imdecont": { "jpg": 0.4333837628364563 }, "imdecont_image_match": { "jpg": 189125 }, "imdecont_max": 0.4333837628364563, "imdecont_mean": 0.4333837628364563, "imdecont_min": 0.4333837628364563, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.328125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.328125, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.328125, "clip_score_dfn_public_prev_turn_only_min": 1.5048828125, "clip_score_dfn_public_prev_turn_only_mean": 1.5048828125, "clip_score_dfn_public_prev_turn_only_max": 1.5048828125, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.5390625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.5390625, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.5390625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.796875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.796875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.796875, "clip_score_clip_vitl14_224_next_turn_only_min": 22.96875, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.96875, "clip_score_clip_vitl14_224_next_turn_only_max": 22.96875, "clip_score_dfn_public_next_turn_only_min": 2.498046875, "clip_score_dfn_public_next_turn_only_mean": 2.498046875, "clip_score_dfn_public_next_turn_only_max": 2.498046875, "clip_score_siglip2_b16_224_next_turn_only_min": -11.7890625, "clip_score_siglip2_b16_224_next_turn_only_mean": -11.7890625, "clip_score_siglip2_b16_224_next_turn_only_max": -11.7890625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.515625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.515625, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.578125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.578125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.578125, "clip_score_dfn_public_prev_and_next_turn_min": 2.599609375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.599609375, "clip_score_dfn_public_prev_and_next_turn_max": 2.599609375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.3671875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.3671875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.3671875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.34375, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3160.0 }, "im_clarity_mean": 3160.0, "im_clarity_min": 3160.0, "im_clarity_max": 3160.0, "im_luma": { "jpg": 230.93 }, "im_luma_mean": 230.93, "im_luma_min": 230.93, "im_luma_max": 230.93, "im_saturation": { "jpg": 0.11 }, "im_saturation_mean": 0.11, "im_saturation_min": 0.11, "im_saturation_max": 0.11, "im_entropy": { "jpg": 3.23 }, "im_entropy_mean": 3.23, "im_entropy_min": 3.23, "im_entropy_max": 3.23, "unifilter_score_qwen2_5_1_5b": 0.28955078125, "unifilter_score_qwen3_0_6b": 0.453857421875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9783474206924438, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.009884726256132126, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.004232116509228945, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.22753432393074036, "text_quality_weborganizer_format_label": "Creative Writing", "text_quality_weborganizer_format_score": 0.22891809046268463, "text_quality_nvidia_domain_label": "Books_and_Literature", "text_quality_nvidia_domain_score": 0.5028120279312134, "text_quality_nvidia_edu_nemotron4_score": 1.3115234375, "text_quality_nvidia_edu_mixtral_score": 0.72314453125, "text_quality_dclmbaseline_fasttext_score": 0.33167338371276855, "text_quality_dolma3_fasttext_score": 0.33220070600509644, "custom_fasttext_val_fasttext_score": 5.245208740234375e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0001907944679260254, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.34375, "within_sample_repetition_detection": 4.0 }, "53": { "detoxify": 1, "length_chars": 481, "length_tokens": 2679, "length_tokens_text_only": 375, "length_tokens_trainable_only": 310, "length_images": 1, "iqa_live_mean": 0.41625872525301844, "iqa_live_min": 0.41625872525301844, "iqa_live_max": 0.41625872525301844, "iqa_csiq_mean": 0.617618978023529, "iqa_csiq_min": 0.617618978023529, "iqa_csiq_max": 0.617618978023529, "iqa_tid2013_mean": 0.2718470361497667, "iqa_tid2013_min": 0.2718470361497667, "iqa_tid2013_max": 0.2718470361497667, "iqa_kadid10k_mean": 0.3868408203125, "iqa_kadid10k_min": 0.3868408203125, "iqa_kadid10k_max": 0.3868408203125, "iqa_flive_mean": 0.6109227652501579, "iqa_flive_min": 0.6109227652501579, "iqa_flive_max": 0.6109227652501579, "iqa_spaq_mean": 0.43904529918323865, "iqa_spaq_min": 0.43904529918323865, "iqa_spaq_max": 0.43904529918323865, "iqa_clive_mean": 0.42441755352598254, "iqa_clive_min": 0.42441755352598254, "iqa_clive_max": 0.42441755352598254, "iqa_koniq10k_mean": 0.45834446916676536, "iqa_koniq10k_min": 0.45834446916676536, "iqa_koniq10k_max": 0.45834446916676536, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9097222089767456 }, { "lang": "en", "score": 0.021564124152064323 }, { "lang": "ja", "score": 0.014882097020745277 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.41625872525301844, "iqa_v2_live_min": 0.41625872525301844, "iqa_v2_live_max": 0.41625872525301844, "iqa_v2_csiq_mean": 0.617618978023529, "iqa_v2_csiq_min": 0.617618978023529, "iqa_v2_csiq_max": 0.617618978023529, "iqa_v2_tid2013_mean": 0.2718470361497667, "iqa_v2_tid2013_min": 0.2718470361497667, "iqa_v2_tid2013_max": 0.2718470361497667, "iqa_v2_kadid10k_mean": 0.3868408203125, "iqa_v2_kadid10k_min": 0.3868408203125, "iqa_v2_kadid10k_max": 0.3868408203125, "iqa_v2_flive_mean": 0.6109227652501579, "iqa_v2_flive_min": 0.6109227652501579, "iqa_v2_flive_max": 0.6109227652501579, "iqa_v2_spaq_mean": 0.43904529918323865, "iqa_v2_spaq_min": 0.43904529918323865, "iqa_v2_spaq_max": 0.43904529918323865, "iqa_v2_clive_mean": 0.42441755352598254, "iqa_v2_clive_min": 0.42441755352598254, "iqa_v2_clive_max": 0.42441755352598254, "iqa_v2_koniq10k_mean": 0.45834446916676536, "iqa_v2_koniq10k_min": 0.45834446916676536, "iqa_v2_koniq10k_max": 0.45834446916676536, "imdecont": { "jpg": 0.4223150610923767 }, "imdecont_image_match": { "jpg": 215263 }, "imdecont_max": 0.4223150610923767, "imdecont_mean": 0.4223150610923767, "imdecont_min": 0.4223150610923767, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.1875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.1875, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.1875, "clip_score_dfn_public_prev_turn_only_min": 2.484375, "clip_score_dfn_public_prev_turn_only_mean": 2.484375, "clip_score_dfn_public_prev_turn_only_max": 2.484375, "clip_score_siglip2_b16_224_prev_turn_only_min": -6.3515625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -6.3515625, "clip_score_siglip2_b16_224_prev_turn_only_max": -6.3515625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.390625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.390625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.390625, "clip_score_clip_vitl14_224_next_turn_only_min": 21.84375, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.84375, "clip_score_clip_vitl14_224_next_turn_only_max": 21.84375, "clip_score_dfn_public_next_turn_only_min": 2.580078125, "clip_score_dfn_public_next_turn_only_mean": 2.580078125, "clip_score_dfn_public_next_turn_only_max": 2.580078125, "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": 21.296875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.296875, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.3125, "clip_score_dfn_public_prev_and_next_turn_min": 3.220703125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.220703125, "clip_score_dfn_public_prev_and_next_turn_max": 3.220703125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.5625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.5625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.0625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.0625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.0625, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2849.09 }, "im_clarity_mean": 2849.09, "im_clarity_min": 2849.09, "im_clarity_max": 2849.09, "im_luma": { "jpg": 238.11 }, "im_luma_mean": 238.11, "im_luma_min": 238.11, "im_luma_max": 238.11, "im_saturation": { "jpg": 12.56 }, "im_saturation_mean": 12.56, "im_saturation_min": 12.56, "im_saturation_max": 12.56, "im_entropy": { "jpg": 3.0 }, "im_entropy_mean": 3.0, "im_entropy_min": 3.0, "im_entropy_max": 3.0, "unifilter_score_qwen2_5_1_5b": 0.0252227783203125, "unifilter_score_qwen3_0_6b": 0.2080078125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9097222089767456, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.021564124152064323, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.014882097020745277, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.41844236850738525, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.23834571242332458, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.7490261197090149, "text_quality_nvidia_edu_nemotron4_score": 1.3349609375, "text_quality_nvidia_edu_mixtral_score": 0.74267578125, "text_quality_dclmbaseline_fasttext_score": 0.9985654950141907, "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": 2.3245811462402344e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.859375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.234375, "within_sample_repetition_detection": 3.0 }, "63": { "detoxify": 1, "length_chars": 406, "length_tokens": 2585, "length_tokens_text_only": 282, "length_tokens_trainable_only": 211, "length_images": 1, "iqa_live_mean": 0.5299394780939275, "iqa_live_min": 0.5299394780939275, "iqa_live_max": 0.5299394780939275, "iqa_csiq_mean": 0.613712728023529, "iqa_csiq_min": 0.613712728023529, "iqa_csiq_max": 0.613712728023529, "iqa_tid2013_mean": 0.47669458389282227, "iqa_tid2013_min": 0.47669458389282227, "iqa_tid2013_max": 0.47669458389282227, "iqa_kadid10k_mean": 0.494140625, "iqa_kadid10k_min": 0.494140625, "iqa_kadid10k_max": 0.494140625, "iqa_flive_mean": 0.6131126326744003, "iqa_flive_min": 0.6131126326744003, "iqa_flive_max": 0.6131126326744003, "iqa_spaq_mean": 0.6038180264559659, "iqa_spaq_min": 0.6038180264559659, "iqa_spaq_max": 0.6038180264559659, "iqa_clive_mean": 0.4644763445613361, "iqa_clive_min": 0.4644763445613361, "iqa_clive_max": 0.4644763445613361, "iqa_koniq10k_mean": 0.4563716156314118, "iqa_koniq10k_min": 0.4563716156314118, "iqa_koniq10k_max": 0.4563716156314118, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.4428432285785675 }, { "lang": "zh", "score": 0.24273735284805298 }, { "lang": "mk", "score": 0.03765995055437088 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5299394780939275, "iqa_v2_live_min": 0.5299394780939275, "iqa_v2_live_max": 0.5299394780939275, "iqa_v2_csiq_mean": 0.613712728023529, "iqa_v2_csiq_min": 0.613712728023529, "iqa_v2_csiq_max": 0.613712728023529, "iqa_v2_tid2013_mean": 0.47669458389282227, "iqa_v2_tid2013_min": 0.47669458389282227, "iqa_v2_tid2013_max": 0.47669458389282227, "iqa_v2_kadid10k_mean": 0.494140625, "iqa_v2_kadid10k_min": 0.494140625, "iqa_v2_kadid10k_max": 0.494140625, "iqa_v2_flive_mean": 0.6131126326744003, "iqa_v2_flive_min": 0.6131126326744003, "iqa_v2_flive_max": 0.6131126326744003, "iqa_v2_spaq_mean": 0.6038180264559659, "iqa_v2_spaq_min": 0.6038180264559659, "iqa_v2_spaq_max": 0.6038180264559659, "iqa_v2_clive_mean": 0.4644763445613361, "iqa_v2_clive_min": 0.4644763445613361, "iqa_v2_clive_max": 0.4644763445613361, "iqa_v2_koniq10k_mean": 0.4563716156314118, "iqa_v2_koniq10k_min": 0.4563716156314118, "iqa_v2_koniq10k_max": 0.4563716156314118, "imdecont": { "jpg": 0.46188884973526 }, "imdecont_image_match": { "jpg": 189122 }, "imdecont_max": 0.46188884973526, "imdecont_mean": 0.46188884973526, "imdecont_min": 0.46188884973526, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.40625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.40625, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.40625, "clip_score_dfn_public_prev_turn_only_min": 0.77685546875, "clip_score_dfn_public_prev_turn_only_mean": 0.77685546875, "clip_score_dfn_public_prev_turn_only_max": 0.77685546875, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.109375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.109375, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.109375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.9375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.9375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.9375, "clip_score_clip_vitl14_224_next_turn_only_min": 24.03125, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.03125, "clip_score_clip_vitl14_224_next_turn_only_max": 24.03125, "clip_score_dfn_public_next_turn_only_min": 1.1513671875, "clip_score_dfn_public_next_turn_only_mean": 1.1513671875, "clip_score_dfn_public_next_turn_only_max": 1.1513671875, "clip_score_siglip2_b16_224_next_turn_only_min": -3.046875, "clip_score_siglip2_b16_224_next_turn_only_mean": -3.046875, "clip_score_siglip2_b16_224_next_turn_only_max": -3.046875, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.015625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.015625, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.015625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.171875, "clip_score_dfn_public_prev_and_next_turn_min": 2.513671875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.513671875, "clip_score_dfn_public_prev_and_next_turn_max": 2.513671875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.7421875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.7421875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.7421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.546875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 608.45 }, "im_clarity_mean": 608.45, "im_clarity_min": 608.45, "im_clarity_max": 608.45, "im_luma": { "jpg": 70.33 }, "im_luma_mean": 70.33, "im_luma_min": 70.33, "im_luma_max": 70.33, "im_saturation": { "jpg": 169.81 }, "im_saturation_mean": 169.81, "im_saturation_min": 169.81, "im_saturation_max": 169.81, "im_entropy": { "jpg": 6.51 }, "im_entropy_mean": 6.51, "im_entropy_min": 6.51, "im_entropy_max": 6.51, "unifilter_score_qwen2_5_1_5b": 0.2052001953125, "unifilter_score_qwen3_0_6b": 0.239013671875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.4428432285785675, "language_detection_annotation_nllb_1_lan": "zh", "language_detection_annotation_nllb_1_score": 0.24273735284805298, "language_detection_annotation_nllb_2_lan": "mk", "language_detection_annotation_nllb_2_score": 0.03765995055437088, "text_quality_weborganizer_topic_label": "Hardware", "text_quality_weborganizer_topic_score": 0.447213351726532, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.44743528962135315, "text_quality_nvidia_domain_label": "Computers_and_Electronics", "text_quality_nvidia_domain_score": 0.7697774171829224, "text_quality_nvidia_edu_nemotron4_score": 2.275390625, "text_quality_nvidia_edu_mixtral_score": 1.8427734375, "text_quality_dclmbaseline_fasttext_score": 0.9851954579353333, "text_quality_dolma3_fasttext_score": 0.9351003766059875, "custom_fasttext_val_fasttext_score": 0.00046253204345703125, "custom_fasttext_core_fasttext_score": 2.86102294921875e-06, "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": 5.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.5625, "within_sample_repetition_detection": 3.0 }, "59": { "detoxify": 1, "length_chars": 536, "length_tokens": 2704, "length_tokens_text_only": 400, "length_tokens_trainable_only": 336, "length_images": 1, "iqa_live_mean": 0.5277002893313012, "iqa_live_min": 0.5277002893313012, "iqa_live_max": 0.5277002893313012, "iqa_csiq_mean": 0.813785970211029, "iqa_csiq_min": 0.813785970211029, "iqa_csiq_max": 0.813785970211029, "iqa_tid2013_mean": 0.3111265500386556, "iqa_tid2013_min": 0.3111265500386556, "iqa_tid2013_max": 0.3111265500386556, "iqa_kadid10k_mean": 0.40380859375, "iqa_kadid10k_min": 0.40380859375, "iqa_kadid10k_max": 0.40380859375, "iqa_flive_mean": 0.6545918782552084, "iqa_flive_min": 0.6545918782552084, "iqa_flive_max": 0.6545918782552084, "iqa_spaq_mean": 0.48305966155697605, "iqa_spaq_min": 0.48305966155697605, "iqa_spaq_max": 0.48305966155697605, "iqa_clive_mean": 0.5402635131219421, "iqa_clive_min": 0.5402635131219421, "iqa_clive_max": 0.5402635131219421, "iqa_koniq10k_mean": 0.536864039873836, "iqa_koniq10k_min": 0.536864039873836, "iqa_koniq10k_max": 0.536864039873836, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9184073209762573 }, { "lang": "en", "score": 0.019008249044418335 }, { "lang": "ta", "score": 0.010946795344352722 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5277002893313012, "iqa_v2_live_min": 0.5277002893313012, "iqa_v2_live_max": 0.5277002893313012, "iqa_v2_csiq_mean": 0.813785970211029, "iqa_v2_csiq_min": 0.813785970211029, "iqa_v2_csiq_max": 0.813785970211029, "iqa_v2_tid2013_mean": 0.3111265500386556, "iqa_v2_tid2013_min": 0.3111265500386556, "iqa_v2_tid2013_max": 0.3111265500386556, "iqa_v2_kadid10k_mean": 0.40380859375, "iqa_v2_kadid10k_min": 0.40380859375, "iqa_v2_kadid10k_max": 0.40380859375, "iqa_v2_flive_mean": 0.6545918782552084, "iqa_v2_flive_min": 0.6545918782552084, "iqa_v2_flive_max": 0.6545918782552084, "iqa_v2_spaq_mean": 0.48305966155697605, "iqa_v2_spaq_min": 0.48305966155697605, "iqa_v2_spaq_max": 0.48305966155697605, "iqa_v2_clive_mean": 0.5402635131219421, "iqa_v2_clive_min": 0.5402635131219421, "iqa_v2_clive_max": 0.5402635131219421, "iqa_v2_koniq10k_mean": 0.536864039873836, "iqa_v2_koniq10k_min": 0.536864039873836, "iqa_v2_koniq10k_max": 0.536864039873836, "imdecont": { "jpg": 0.40682077407836914 }, "imdecont_image_match": { "jpg": 189408 }, "imdecont_max": 0.40682077407836914, "imdecont_mean": 0.40682077407836914, "imdecont_min": 0.40682077407836914, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.796875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.796875, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.796875, "clip_score_dfn_public_prev_turn_only_min": 1.4365234375, "clip_score_dfn_public_prev_turn_only_mean": 1.4365234375, "clip_score_dfn_public_prev_turn_only_max": 1.4365234375, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.078125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.078125, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.078125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.25, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.25, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.25, "clip_score_clip_vitl14_224_next_turn_only_min": 21.75, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.75, "clip_score_clip_vitl14_224_next_turn_only_max": 21.75, "clip_score_dfn_public_next_turn_only_min": 3.1875, "clip_score_dfn_public_next_turn_only_mean": 3.1875, "clip_score_dfn_public_next_turn_only_max": 3.1875, "clip_score_siglip2_b16_224_next_turn_only_min": -7.8828125, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.8828125, "clip_score_siglip2_b16_224_next_turn_only_max": -7.8828125, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.046875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.046875, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.109375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.109375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.109375, "clip_score_dfn_public_prev_and_next_turn_min": 2.54296875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.54296875, "clip_score_dfn_public_prev_and_next_turn_max": 2.54296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -8.3515625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -8.3515625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -8.3515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.328125, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4747.16 }, "im_clarity_mean": 4747.16, "im_clarity_min": 4747.16, "im_clarity_max": 4747.16, "im_luma": { "jpg": 200.95 }, "im_luma_mean": 200.95, "im_luma_min": 200.95, "im_luma_max": 200.95, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 5.21 }, "im_entropy_mean": 5.21, "im_entropy_min": 5.21, "im_entropy_max": 5.21, "unifilter_score_qwen2_5_1_5b": -1.0458984375, "unifilter_score_qwen3_0_6b": 1.9951171875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9184073209762573, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.019008249044418335, "language_detection_annotation_nllb_2_lan": "ta", "language_detection_annotation_nllb_2_score": 0.010946795344352722, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.4796179533004761, "text_quality_weborganizer_format_label": "Product Page", "text_quality_weborganizer_format_score": 0.23304814100265503, "text_quality_nvidia_domain_label": "Jobs_and_Education", "text_quality_nvidia_domain_score": 0.9981046915054321, "text_quality_nvidia_edu_nemotron4_score": 1.5751953125, "text_quality_nvidia_edu_mixtral_score": 0.91015625, "text_quality_dclmbaseline_fasttext_score": 0.9421561360359192, "text_quality_dolma3_fasttext_score": 0.9115433692932129, "custom_fasttext_val_fasttext_score": 7.140636444091797e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 6.854534149169922e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.28125, "within_sample_repetition_detection": 6.0 }, "54": { "detoxify": 1, "length_chars": 397, "length_tokens": 2582, "length_tokens_text_only": 278, "length_tokens_trainable_only": 211, "length_images": 1, "iqa_live_mean": 0.2920478281348642, "iqa_live_min": 0.2920478281348642, "iqa_live_max": 0.2920478281348642, "iqa_csiq_mean": 0.518131673336029, "iqa_csiq_min": 0.518131673336029, "iqa_csiq_max": 0.518131673336029, "iqa_tid2013_mean": 0.21813609864976669, "iqa_tid2013_min": 0.21813609864976669, "iqa_tid2013_max": 0.21813609864976669, "iqa_kadid10k_mean": 0.2235107421875, "iqa_kadid10k_min": 0.2235107421875, "iqa_kadid10k_max": 0.2235107421875, "iqa_flive_mean": 0.5990659155026832, "iqa_flive_min": 0.5990659155026832, "iqa_flive_max": 0.5990659155026832, "iqa_spaq_mean": 0.5436854506983902, "iqa_spaq_min": 0.5436854506983902, "iqa_spaq_max": 0.5436854506983902, "iqa_clive_mean": 0.39174709898052795, "iqa_clive_min": 0.39174709898052795, "iqa_clive_max": 0.39174709898052795, "iqa_koniq10k_mean": 0.48162414088393707, "iqa_koniq10k_min": 0.48162414088393707, "iqa_koniq10k_max": 0.48162414088393707, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.941792905330658 }, { "lang": "en", "score": 0.021186908707022667 }, { "lang": "ko", "score": 0.008479838259518147 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.2920478281348642, "iqa_v2_live_min": 0.2920478281348642, "iqa_v2_live_max": 0.2920478281348642, "iqa_v2_csiq_mean": 0.518131673336029, "iqa_v2_csiq_min": 0.518131673336029, "iqa_v2_csiq_max": 0.518131673336029, "iqa_v2_tid2013_mean": 0.21813609864976669, "iqa_v2_tid2013_min": 0.21813609864976669, "iqa_v2_tid2013_max": 0.21813609864976669, "iqa_v2_kadid10k_mean": 0.2235107421875, "iqa_v2_kadid10k_min": 0.2235107421875, "iqa_v2_kadid10k_max": 0.2235107421875, "iqa_v2_flive_mean": 0.5990659155026832, "iqa_v2_flive_min": 0.5990659155026832, "iqa_v2_flive_max": 0.5990659155026832, "iqa_v2_spaq_mean": 0.5436854506983902, "iqa_v2_spaq_min": 0.5436854506983902, "iqa_v2_spaq_max": 0.5436854506983902, "iqa_v2_clive_mean": 0.39174709898052795, "iqa_v2_clive_min": 0.39174709898052795, "iqa_v2_clive_max": 0.39174709898052795, "iqa_v2_koniq10k_mean": 0.48162414088393707, "iqa_v2_koniq10k_min": 0.48162414088393707, "iqa_v2_koniq10k_max": 0.48162414088393707, "imdecont": { "jpg": 0.3899303674697876 }, "imdecont_image_match": { "jpg": 215263 }, "imdecont_max": 0.3899303674697876, "imdecont_mean": 0.3899303674697876, "imdecont_min": 0.3899303674697876, "clip_score_clip_vitl14_224_prev_turn_only_min": 13.3203125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 13.3203125, "clip_score_clip_vitl14_224_prev_turn_only_max": 13.3203125, "clip_score_dfn_public_prev_turn_only_min": 2.376953125, "clip_score_dfn_public_prev_turn_only_mean": 2.376953125, "clip_score_dfn_public_prev_turn_only_max": 2.376953125, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.875, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 15.8359375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 15.8359375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 15.8359375, "clip_score_clip_vitl14_224_next_turn_only_min": 25.078125, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.078125, "clip_score_clip_vitl14_224_next_turn_only_max": 25.078125, "clip_score_dfn_public_next_turn_only_min": 2.17578125, "clip_score_dfn_public_next_turn_only_mean": 2.17578125, "clip_score_dfn_public_next_turn_only_max": 2.17578125, "clip_score_siglip2_b16_224_next_turn_only_min": -7.890625, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.890625, "clip_score_siglip2_b16_224_next_turn_only_max": -7.890625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.53125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.53125, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.53125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.0, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.0, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.0, "clip_score_dfn_public_prev_and_next_turn_min": 2.302734375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.302734375, "clip_score_dfn_public_prev_and_next_turn_max": 2.302734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.40625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.40625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.40625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.0625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.0625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.0625, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4050.15 }, "im_clarity_mean": 4050.15, "im_clarity_min": 4050.15, "im_clarity_max": 4050.15, "im_luma": { "jpg": 233.03 }, "im_luma_mean": 233.03, "im_luma_min": 233.03, "im_luma_max": 233.03, "im_saturation": { "jpg": 0.1 }, "im_saturation_mean": 0.1, "im_saturation_min": 0.1, "im_saturation_max": 0.1, "im_entropy": { "jpg": 2.38 }, "im_entropy_mean": 2.38, "im_entropy_min": 2.38, "im_entropy_max": 2.38, "unifilter_score_qwen2_5_1_5b": 0.9775390625, "unifilter_score_qwen3_0_6b": -1.5947265625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.941792905330658, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.021186908707022667, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.008479838259518147, "text_quality_weborganizer_topic_label": "Software Dev.", "text_quality_weborganizer_topic_score": 0.336163192987442, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.3255946636199951, "text_quality_nvidia_domain_label": "Computers_and_Electronics", "text_quality_nvidia_domain_score": 0.9065942764282227, "text_quality_nvidia_edu_nemotron4_score": 1.8515625, "text_quality_nvidia_edu_mixtral_score": 1.4150390625, "text_quality_dclmbaseline_fasttext_score": 0.9846035838127136, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0001081228256225586, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0002550482749938965, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.78125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.90625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.875, "within_sample_repetition_detection": 4.0 }, "66": { "detoxify": 1, "length_chars": 495, "length_tokens": 2639, "length_tokens_text_only": 336, "length_tokens_trainable_only": 272, "length_images": 1, "iqa_live_mean": 0.3940049373742306, "iqa_live_min": 0.3940049373742306, "iqa_live_max": 0.3940049373742306, "iqa_csiq_mean": 0.616520345211029, "iqa_csiq_min": 0.616520345211029, "iqa_csiq_max": 0.616520345211029, "iqa_tid2013_mean": 0.2830232514275445, "iqa_tid2013_min": 0.2830232514275445, "iqa_tid2013_max": 0.2830232514275445, "iqa_kadid10k_mean": 0.3692626953125, "iqa_kadid10k_min": 0.3692626953125, "iqa_kadid10k_max": 0.3692626953125, "iqa_flive_mean": 0.6519877115885417, "iqa_flive_min": 0.6519877115885417, "iqa_flive_max": 0.6519877115885417, "iqa_spaq_mean": 0.509347934915562, "iqa_spaq_min": 0.509347934915562, "iqa_spaq_max": 0.509347934915562, "iqa_clive_mean": 0.49451303963709364, "iqa_clive_min": 0.49451303963709364, "iqa_clive_max": 0.49451303963709364, "iqa_koniq10k_mean": 0.44674409037888657, "iqa_koniq10k_min": 0.44674409037888657, "iqa_koniq10k_max": 0.44674409037888657, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9312916994094849 }, { "lang": "en", "score": 0.027698978781700134 }, { "lang": "ko", "score": 0.011712141335010529 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3940049373742306, "iqa_v2_live_min": 0.3940049373742306, "iqa_v2_live_max": 0.3940049373742306, "iqa_v2_csiq_mean": 0.616520345211029, "iqa_v2_csiq_min": 0.616520345211029, "iqa_v2_csiq_max": 0.616520345211029, "iqa_v2_tid2013_mean": 0.2830232514275445, "iqa_v2_tid2013_min": 0.2830232514275445, "iqa_v2_tid2013_max": 0.2830232514275445, "iqa_v2_kadid10k_mean": 0.3692626953125, "iqa_v2_kadid10k_min": 0.3692626953125, "iqa_v2_kadid10k_max": 0.3692626953125, "iqa_v2_flive_mean": 0.6519877115885417, "iqa_v2_flive_min": 0.6519877115885417, "iqa_v2_flive_max": 0.6519877115885417, "iqa_v2_spaq_mean": 0.509347934915562, "iqa_v2_spaq_min": 0.509347934915562, "iqa_v2_spaq_max": 0.509347934915562, "iqa_v2_clive_mean": 0.49451303963709364, "iqa_v2_clive_min": 0.49451303963709364, "iqa_v2_clive_max": 0.49451303963709364, "iqa_v2_koniq10k_mean": 0.44674409037888657, "iqa_v2_koniq10k_min": 0.44674409037888657, "iqa_v2_koniq10k_max": 0.44674409037888657, "imdecont": { "jpg": 0.37424159049987793 }, "imdecont_image_match": { "jpg": 215270 }, "imdecont_max": 0.37424159049987793, "imdecont_mean": 0.37424159049987793, "imdecont_min": 0.37424159049987793, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.03125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.03125, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.03125, "clip_score_dfn_public_prev_turn_only_min": 3.208984375, "clip_score_dfn_public_prev_turn_only_mean": 3.208984375, "clip_score_dfn_public_prev_turn_only_max": 3.208984375, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.8046875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.8046875, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.8046875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.375, "clip_score_clip_vitl14_224_next_turn_only_min": 19.171875, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.171875, "clip_score_clip_vitl14_224_next_turn_only_max": 19.171875, "clip_score_dfn_public_next_turn_only_min": 2.615234375, "clip_score_dfn_public_next_turn_only_mean": 2.615234375, "clip_score_dfn_public_next_turn_only_max": 2.615234375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.6953125, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.6953125, "clip_score_siglip2_b16_224_next_turn_only_max": -9.6953125, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.3125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.3125, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.5, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.5, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.5, "clip_score_dfn_public_prev_and_next_turn_min": 2.4296875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.4296875, "clip_score_dfn_public_prev_and_next_turn_max": 2.4296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -8.0078125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -8.0078125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -8.0078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.90625, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5805.5 }, "im_clarity_mean": 5805.5, "im_clarity_min": 5805.5, "im_clarity_max": 5805.5, "im_luma": { "jpg": 233.36 }, "im_luma_mean": 233.36, "im_luma_min": 233.36, "im_luma_max": 233.36, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 3.0 }, "im_entropy_mean": 3.0, "im_entropy_min": 3.0, "im_entropy_max": 3.0, "unifilter_score_qwen2_5_1_5b": 0.3037109375, "unifilter_score_qwen3_0_6b": 1.8037109375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9312916994094849, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.027698978781700134, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.011712141335010529, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.7067102789878845, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.3193572163581848, "text_quality_nvidia_domain_label": "Computers_and_Electronics", "text_quality_nvidia_domain_score": 0.9663177132606506, "text_quality_nvidia_edu_nemotron4_score": 1.5048828125, "text_quality_nvidia_edu_mixtral_score": 1.0322265625, "text_quality_dclmbaseline_fasttext_score": 0.9074736833572388, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 6.878376007080078e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.000556647777557373, "custom_fasttext_core_clean_fasttext_score": 3.3974647521972656e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.59375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.59375, "within_sample_repetition_detection": 3.0 }, "67": { "detoxify": 1, "length_chars": 438, "length_tokens": 2634, "length_tokens_text_only": 331, "length_tokens_trainable_only": 260, "length_images": 1, "iqa_live_mean": 0.5083811210863518, "iqa_live_min": 0.5083811210863518, "iqa_live_max": 0.5083811210863518, "iqa_csiq_mean": 0.633121907711029, "iqa_csiq_min": 0.633121907711029, "iqa_csiq_max": 0.633121907711029, "iqa_tid2013_mean": 0.4030319319831, "iqa_tid2013_min": 0.4030319319831, "iqa_tid2013_max": 0.4030319319831, "iqa_kadid10k_mean": 0.3355712890625, "iqa_kadid10k_min": 0.3355712890625, "iqa_kadid10k_max": 0.3355712890625, "iqa_flive_mean": 0.6612995802754104, "iqa_flive_min": 0.6612995802754104, "iqa_flive_max": 0.6612995802754104, "iqa_spaq_mean": 0.5724496552438447, "iqa_spaq_min": 0.5724496552438447, "iqa_spaq_max": 0.5724496552438447, "iqa_clive_mean": 0.4691618717078007, "iqa_clive_min": 0.4691618717078007, "iqa_clive_max": 0.4691618717078007, "iqa_koniq10k_mean": 0.5398627772475735, "iqa_koniq10k_min": 0.5398627772475735, "iqa_koniq10k_max": 0.5398627772475735, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.7576547861099243 }, { "lang": "en", "score": 0.11870350688695908 }, { "lang": "ja", "score": 0.0310182124376297 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5083811210863518, "iqa_v2_live_min": 0.5083811210863518, "iqa_v2_live_max": 0.5083811210863518, "iqa_v2_csiq_mean": 0.633121907711029, "iqa_v2_csiq_min": 0.633121907711029, "iqa_v2_csiq_max": 0.633121907711029, "iqa_v2_tid2013_mean": 0.4030319319831, "iqa_v2_tid2013_min": 0.4030319319831, "iqa_v2_tid2013_max": 0.4030319319831, "iqa_v2_kadid10k_mean": 0.3355712890625, "iqa_v2_kadid10k_min": 0.3355712890625, "iqa_v2_kadid10k_max": 0.3355712890625, "iqa_v2_flive_mean": 0.6612995802754104, "iqa_v2_flive_min": 0.6612995802754104, "iqa_v2_flive_max": 0.6612995802754104, "iqa_v2_spaq_mean": 0.5724496552438447, "iqa_v2_spaq_min": 0.5724496552438447, "iqa_v2_spaq_max": 0.5724496552438447, "iqa_v2_clive_mean": 0.4691618717078007, "iqa_v2_clive_min": 0.4691618717078007, "iqa_v2_clive_max": 0.4691618717078007, "iqa_v2_koniq10k_mean": 0.5398627772475735, "iqa_v2_koniq10k_min": 0.5398627772475735, "iqa_v2_koniq10k_max": 0.5398627772475735, "imdecont": { "jpg": 0.3535275459289551 }, "imdecont_image_match": { "jpg": 217354 }, "imdecont_max": 0.3535275459289551, "imdecont_mean": 0.3535275459289551, "imdecont_min": 0.3535275459289551, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.53125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.53125, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.53125, "clip_score_dfn_public_prev_turn_only_min": 2.61328125, "clip_score_dfn_public_prev_turn_only_mean": 2.61328125, "clip_score_dfn_public_prev_turn_only_max": 2.61328125, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.7890625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.7890625, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.7890625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.34375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.34375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.34375, "clip_score_clip_vitl14_224_next_turn_only_min": 24.40625, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.40625, "clip_score_clip_vitl14_224_next_turn_only_max": 24.40625, "clip_score_dfn_public_next_turn_only_min": 1.9794921875, "clip_score_dfn_public_next_turn_only_mean": 1.9794921875, "clip_score_dfn_public_next_turn_only_max": 1.9794921875, "clip_score_siglip2_b16_224_next_turn_only_min": -4.765625, "clip_score_siglip2_b16_224_next_turn_only_mean": -4.765625, "clip_score_siglip2_b16_224_next_turn_only_max": -4.765625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.34375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.34375, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.46875, "clip_score_dfn_public_prev_and_next_turn_min": 3.236328125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.236328125, "clip_score_dfn_public_prev_and_next_turn_max": 3.236328125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.8359375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.8359375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.8359375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.734375, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1210.57 }, "im_clarity_mean": 1210.57, "im_clarity_min": 1210.57, "im_clarity_max": 1210.57, "im_luma": { "jpg": 177.17 }, "im_luma_mean": 177.17, "im_luma_min": 177.17, "im_luma_max": 177.17, "im_saturation": { "jpg": 66.9 }, "im_saturation_mean": 66.9, "im_saturation_min": 66.9, "im_saturation_max": 66.9, "im_entropy": { "jpg": 3.99 }, "im_entropy_mean": 3.99, "im_entropy_min": 3.99, "im_entropy_max": 3.99, "unifilter_score_qwen2_5_1_5b": 0.5283203125, "unifilter_score_qwen3_0_6b": -1.8916015625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.7576547861099243, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.11870350688695908, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.0310182124376297, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.35877561569213867, "text_quality_weborganizer_format_label": "Documentation", "text_quality_weborganizer_format_score": 0.3553641438484192, "text_quality_nvidia_domain_label": "Computers_and_Electronics", "text_quality_nvidia_domain_score": 0.42857253551483154, "text_quality_nvidia_edu_nemotron4_score": 2.337890625, "text_quality_nvidia_edu_mixtral_score": 2.02734375, "text_quality_dclmbaseline_fasttext_score": 0.9786744117736816, "text_quality_dolma3_fasttext_score": 0.6651608347892761, "custom_fasttext_val_fasttext_score": 0.0020257234573364258, "custom_fasttext_core_fasttext_score": 0.00019937753677368164, "custom_fasttext_val_clean_fasttext_score": 0.00040286779403686523, "custom_fasttext_core_clean_fasttext_score": 5.996227264404297e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.3125, "within_sample_repetition_detection": 2.0 }, "71": { "detoxify": 1, "length_chars": 422, "length_tokens": 2620, "length_tokens_text_only": 317, "length_tokens_trainable_only": 252, "length_images": 1, "iqa_live_mean": 0.3720668060610992, "iqa_live_min": 0.3720668060610992, "iqa_live_max": 0.3720668060610992, "iqa_csiq_mean": 0.551578938961029, "iqa_csiq_min": 0.551578938961029, "iqa_csiq_max": 0.551578938961029, "iqa_tid2013_mean": 0.3123201264275445, "iqa_tid2013_min": 0.3123201264275445, "iqa_tid2013_max": 0.3123201264275445, "iqa_kadid10k_mean": 0.2550048828125, "iqa_kadid10k_min": 0.2550048828125, "iqa_kadid10k_max": 0.2550048828125, "iqa_flive_mean": 0.5784298675228852, "iqa_flive_min": 0.5784298675228852, "iqa_flive_max": 0.5784298675228852, "iqa_spaq_mean": 0.4604704885771781, "iqa_spaq_min": 0.4604704885771781, "iqa_spaq_max": 0.4604704885771781, "iqa_clive_mean": 0.4185779070613361, "iqa_clive_min": 0.4185779070613361, "iqa_clive_max": 0.4185779070613361, "iqa_koniq10k_mean": 0.4138368934091896, "iqa_koniq10k_min": 0.4138368934091896, "iqa_koniq10k_max": 0.4138368934091896, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.880641758441925 }, { "lang": "en", "score": 0.07134782522916794 }, { "lang": "ko", "score": 0.012643920257687569 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3720668060610992, "iqa_v2_live_min": 0.3720668060610992, "iqa_v2_live_max": 0.3720668060610992, "iqa_v2_csiq_mean": 0.551578938961029, "iqa_v2_csiq_min": 0.551578938961029, "iqa_v2_csiq_max": 0.551578938961029, "iqa_v2_tid2013_mean": 0.3123201264275445, "iqa_v2_tid2013_min": 0.3123201264275445, "iqa_v2_tid2013_max": 0.3123201264275445, "iqa_v2_kadid10k_mean": 0.2550048828125, "iqa_v2_kadid10k_min": 0.2550048828125, "iqa_v2_kadid10k_max": 0.2550048828125, "iqa_v2_flive_mean": 0.5784298675228852, "iqa_v2_flive_min": 0.5784298675228852, "iqa_v2_flive_max": 0.5784298675228852, "iqa_v2_spaq_mean": 0.4604704885771781, "iqa_v2_spaq_min": 0.4604704885771781, "iqa_v2_spaq_max": 0.4604704885771781, "iqa_v2_clive_mean": 0.4185779070613361, "iqa_v2_clive_min": 0.4185779070613361, "iqa_v2_clive_max": 0.4185779070613361, "iqa_v2_koniq10k_mean": 0.4138368934091896, "iqa_v2_koniq10k_min": 0.4138368934091896, "iqa_v2_koniq10k_max": 0.4138368934091896, "imdecont": { "jpg": 0.35372114181518555 }, "imdecont_image_match": { "jpg": 243160 }, "imdecont_max": 0.35372114181518555, "imdecont_mean": 0.35372114181518555, "imdecont_min": 0.35372114181518555, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.5390625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.5390625, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.5390625, "clip_score_dfn_public_prev_turn_only_min": 0.54345703125, "clip_score_dfn_public_prev_turn_only_mean": 0.54345703125, "clip_score_dfn_public_prev_turn_only_max": 0.54345703125, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.046875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.046875, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.046875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.453125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.453125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.453125, "clip_score_clip_vitl14_224_next_turn_only_min": 25.171875, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.171875, "clip_score_clip_vitl14_224_next_turn_only_max": 25.171875, "clip_score_dfn_public_next_turn_only_min": 3.025390625, "clip_score_dfn_public_next_turn_only_mean": 3.025390625, "clip_score_dfn_public_next_turn_only_max": 3.025390625, "clip_score_siglip2_b16_224_next_turn_only_min": -7.0859375, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.0859375, "clip_score_siglip2_b16_224_next_turn_only_max": -7.0859375, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.484375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.484375, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.25, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.25, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.25, "clip_score_dfn_public_prev_and_next_turn_min": 2.146484375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.146484375, "clip_score_dfn_public_prev_and_next_turn_max": 2.146484375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -7.3203125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -7.3203125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -7.3203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.53125, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1951.94 }, "im_clarity_mean": 1951.94, "im_clarity_min": 1951.94, "im_clarity_max": 1951.94, "im_luma": { "jpg": 203.05 }, "im_luma_mean": 203.05, "im_luma_min": 203.05, "im_luma_max": 203.05, "im_saturation": { "jpg": 2.7 }, "im_saturation_mean": 2.7, "im_saturation_min": 2.7, "im_saturation_max": 2.7, "im_entropy": { "jpg": 3.6 }, "im_entropy_mean": 3.6, "im_entropy_min": 3.6, "im_entropy_max": 3.6, "unifilter_score_qwen2_5_1_5b": -0.69873046875, "unifilter_score_qwen3_0_6b": 1.615234375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.880641758441925, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.07134782522916794, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.012643920257687569, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.5791028141975403, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.5696064829826355, "text_quality_nvidia_domain_label": "Food_and_Drink", "text_quality_nvidia_domain_score": 0.9593237638473511, "text_quality_nvidia_edu_nemotron4_score": 1.2685546875, "text_quality_nvidia_edu_mixtral_score": 0.9462890625, "text_quality_dclmbaseline_fasttext_score": 0.5816835761070251, "text_quality_dolma3_fasttext_score": 0.009940028190612793, "custom_fasttext_val_fasttext_score": 0.0001316070556640625, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0001984238624572754, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.171875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.359375, "within_sample_repetition_detection": 0.0 }, "72": { "detoxify": 1, "length_chars": 361, "length_tokens": 2573, "length_tokens_text_only": 270, "length_tokens_trainable_only": 203, "length_images": 1, "iqa_live_mean": 0.2918899998520359, "iqa_live_min": 0.2918899998520359, "iqa_live_max": 0.2918899998520359, "iqa_csiq_mean": 0.49945491552352905, "iqa_csiq_min": 0.49945491552352905, "iqa_csiq_max": 0.49945491552352905, "iqa_tid2013_mean": 0.23745033476087782, "iqa_tid2013_min": 0.23745033476087782, "iqa_tid2013_max": 0.23745033476087782, "iqa_kadid10k_mean": 0.2352294921875, "iqa_kadid10k_min": 0.2352294921875, "iqa_kadid10k_max": 0.2352294921875, "iqa_flive_mean": 0.6020054672703599, "iqa_flive_min": 0.6020054672703599, "iqa_flive_max": 0.6020054672703599, "iqa_spaq_mean": 0.5104034115569761, "iqa_spaq_min": 0.5104034115569761, "iqa_spaq_max": 0.5104034115569761, "iqa_clive_mean": 0.32230265453608353, "iqa_clive_min": 0.32230265453608353, "iqa_clive_max": 0.32230265453608353, "iqa_koniq10k_mean": 0.47965128734858353, "iqa_koniq10k_min": 0.47965128734858353, "iqa_koniq10k_max": 0.47965128734858353, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.894374430179596 }, { "lang": "en", "score": 0.030664104968309402 }, { "lang": "ja", "score": 0.023220287635922432 } ], "digit_sequence_filter": 3, "iqa_v2_live_mean": 0.2918899998520359, "iqa_v2_live_min": 0.2918899998520359, "iqa_v2_live_max": 0.2918899998520359, "iqa_v2_csiq_mean": 0.49945491552352905, "iqa_v2_csiq_min": 0.49945491552352905, "iqa_v2_csiq_max": 0.49945491552352905, "iqa_v2_tid2013_mean": 0.23745033476087782, "iqa_v2_tid2013_min": 0.23745033476087782, "iqa_v2_tid2013_max": 0.23745033476087782, "iqa_v2_kadid10k_mean": 0.2352294921875, "iqa_v2_kadid10k_min": 0.2352294921875, "iqa_v2_kadid10k_max": 0.2352294921875, "iqa_v2_flive_mean": 0.6020054672703599, "iqa_v2_flive_min": 0.6020054672703599, "iqa_v2_flive_max": 0.6020054672703599, "iqa_v2_spaq_mean": 0.5104034115569761, "iqa_v2_spaq_min": 0.5104034115569761, "iqa_v2_spaq_max": 0.5104034115569761, "iqa_v2_clive_mean": 0.32230265453608353, "iqa_v2_clive_min": 0.32230265453608353, "iqa_v2_clive_max": 0.32230265453608353, "iqa_v2_koniq10k_mean": 0.47965128734858353, "iqa_v2_koniq10k_min": 0.47965128734858353, "iqa_v2_koniq10k_max": 0.47965128734858353, "imdecont": { "jpg": 0.4090428352355957 }, "imdecont_image_match": { "jpg": 189211 }, "imdecont_max": 0.4090428352355957, "imdecont_mean": 0.4090428352355957, "imdecont_min": 0.4090428352355957, "clip_score_clip_vitl14_224_prev_turn_only_min": 12.3203125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 12.3203125, "clip_score_clip_vitl14_224_prev_turn_only_max": 12.3203125, "clip_score_dfn_public_prev_turn_only_min": 2.619140625, "clip_score_dfn_public_prev_turn_only_mean": 2.619140625, "clip_score_dfn_public_prev_turn_only_max": 2.619140625, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.3515625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.3515625, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.3515625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 16.515625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 16.515625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 16.515625, "clip_score_clip_vitl14_224_next_turn_only_min": 22.03125, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.03125, "clip_score_clip_vitl14_224_next_turn_only_max": 22.03125, "clip_score_dfn_public_next_turn_only_min": 2.95703125, "clip_score_dfn_public_next_turn_only_mean": 2.95703125, "clip_score_dfn_public_next_turn_only_max": 2.95703125, "clip_score_siglip2_b16_224_next_turn_only_min": -6.5546875, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.5546875, "clip_score_siglip2_b16_224_next_turn_only_max": -6.5546875, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.390625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.390625, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.90625, "clip_score_dfn_public_prev_and_next_turn_min": 3.373046875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.373046875, "clip_score_dfn_public_prev_and_next_turn_max": 3.373046875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.078125, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3492.29 }, "im_clarity_mean": 3492.29, "im_clarity_min": 3492.29, "im_clarity_max": 3492.29, "im_luma": { "jpg": 235.87 }, "im_luma_mean": 235.87, "im_luma_min": 235.87, "im_luma_max": 235.87, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 2.09 }, "im_entropy_mean": 2.09, "im_entropy_min": 2.09, "im_entropy_max": 2.09, "unifilter_score_qwen2_5_1_5b": -0.08050537109375, "unifilter_score_qwen3_0_6b": 2.390625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.894374430179596, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.030664104968309402, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.023220287635922432, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.3799772262573242, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.4076695442199707, "text_quality_nvidia_domain_label": "Hobbies_and_Leisure", "text_quality_nvidia_domain_score": 0.8997591733932495, "text_quality_nvidia_edu_nemotron4_score": 1.7177734375, "text_quality_nvidia_edu_mixtral_score": 1.0576171875, "text_quality_dclmbaseline_fasttext_score": 0.9889460206031799, "text_quality_dolma3_fasttext_score": 0.9997169375419617, "custom_fasttext_val_fasttext_score": 5.328655242919922e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00019818544387817383, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.984375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.046875, "within_sample_repetition_detection": 6.0 }, "65": { "detoxify": 1, "length_chars": 362, "length_tokens": 2553, "length_tokens_text_only": 249, "length_tokens_trainable_only": 185, "length_images": 1, "iqa_live_mean": 0.2596930301550662, "iqa_live_min": 0.2596930301550662, "iqa_live_max": 0.2596930301550662, "iqa_csiq_mean": 0.48148006200790405, "iqa_csiq_min": 0.48148006200790405, "iqa_csiq_max": 0.48148006200790405, "iqa_tid2013_mean": 0.20620033476087782, "iqa_tid2013_min": 0.20620033476087782, "iqa_tid2013_max": 0.20620033476087782, "iqa_kadid10k_mean": 0.2510986328125, "iqa_kadid10k_min": 0.2510986328125, "iqa_kadid10k_max": 0.2510986328125, "iqa_flive_mean": 0.6058722601996528, "iqa_flive_min": 0.6058722601996528, "iqa_flive_max": 0.6058722601996528, "iqa_spaq_mean": 0.5126327360519255, "iqa_spaq_min": 0.5126327360519255, "iqa_spaq_max": 0.5126327360519255, "iqa_clive_mean": 0.3736757605966896, "iqa_clive_min": 0.3736757605966896, "iqa_clive_max": 0.3736757605966896, "iqa_koniq10k_mean": 0.47767843381323, "iqa_koniq10k_min": 0.47767843381323, "iqa_koniq10k_max": 0.47767843381323, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.86155104637146 }, { "lang": "en", "score": 0.05885576829314232 }, { "lang": "ja", "score": 0.015645815059542656 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.2596930301550662, "iqa_v2_live_min": 0.2596930301550662, "iqa_v2_live_max": 0.2596930301550662, "iqa_v2_csiq_mean": 0.48148006200790405, "iqa_v2_csiq_min": 0.48148006200790405, "iqa_v2_csiq_max": 0.48148006200790405, "iqa_v2_tid2013_mean": 0.20620033476087782, "iqa_v2_tid2013_min": 0.20620033476087782, "iqa_v2_tid2013_max": 0.20620033476087782, "iqa_v2_kadid10k_mean": 0.2510986328125, "iqa_v2_kadid10k_min": 0.2510986328125, "iqa_v2_kadid10k_max": 0.2510986328125, "iqa_v2_flive_mean": 0.6058722601996528, "iqa_v2_flive_min": 0.6058722601996528, "iqa_v2_flive_max": 0.6058722601996528, "iqa_v2_spaq_mean": 0.5126327360519255, "iqa_v2_spaq_min": 0.5126327360519255, "iqa_v2_spaq_max": 0.5126327360519255, "iqa_v2_clive_mean": 0.3736757605966896, "iqa_v2_clive_min": 0.3736757605966896, "iqa_v2_clive_max": 0.3736757605966896, "iqa_v2_koniq10k_mean": 0.47767843381323, "iqa_v2_koniq10k_min": 0.47767843381323, "iqa_v2_koniq10k_max": 0.47767843381323, "imdecont": { "jpg": 0.3820308446884155 }, "imdecont_image_match": { "jpg": 165079 }, "imdecont_max": 0.3820308446884155, "imdecont_mean": 0.3820308446884155, "imdecont_min": 0.3820308446884155, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.0, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.0, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.0, "clip_score_dfn_public_prev_turn_only_min": 1.6474609375, "clip_score_dfn_public_prev_turn_only_mean": 1.6474609375, "clip_score_dfn_public_prev_turn_only_max": 1.6474609375, "clip_score_siglip2_b16_224_prev_turn_only_min": -6.5625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -6.5625, "clip_score_siglip2_b16_224_prev_turn_only_max": -6.5625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.4375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.4375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.4375, "clip_score_clip_vitl14_224_next_turn_only_min": 21.421875, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.421875, "clip_score_clip_vitl14_224_next_turn_only_max": 21.421875, "clip_score_dfn_public_next_turn_only_min": 2.78125, "clip_score_dfn_public_next_turn_only_mean": 2.78125, "clip_score_dfn_public_next_turn_only_max": 2.78125, "clip_score_siglip2_b16_224_next_turn_only_min": -9.1640625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.1640625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.1640625, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.640625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.640625, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.90625, "clip_score_dfn_public_prev_and_next_turn_min": 3.080078125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.080078125, "clip_score_dfn_public_prev_and_next_turn_max": 3.080078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -10.125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -10.125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -10.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.046875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3746.61 }, "im_clarity_mean": 3746.61, "im_clarity_min": 3746.61, "im_clarity_max": 3746.61, "im_luma": { "jpg": 234.63 }, "im_luma_mean": 234.63, "im_luma_min": 234.63, "im_luma_max": 234.63, "im_saturation": { "jpg": 0.11 }, "im_saturation_mean": 0.11, "im_saturation_min": 0.11, "im_saturation_max": 0.11, "im_entropy": { "jpg": 2.16 }, "im_entropy_mean": 2.16, "im_entropy_min": 2.16, "im_entropy_max": 2.16, "unifilter_score_qwen2_5_1_5b": 1.4794921875, "unifilter_score_qwen3_0_6b": -0.11016845703125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.86155104637146, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.05885576829314232, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.015645815059542656, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.8465576171875, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.4477977752685547, "text_quality_nvidia_domain_label": "Business_and_Industrial", "text_quality_nvidia_domain_score": 0.9987867474555969, "text_quality_nvidia_edu_nemotron4_score": 1.720703125, "text_quality_nvidia_edu_mixtral_score": 1.3828125, "text_quality_dclmbaseline_fasttext_score": 0.0666358470916748, "text_quality_dolma3_fasttext_score": 0.994681179523468, "custom_fasttext_val_fasttext_score": 8.058547973632812e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0002714991569519043, "custom_fasttext_core_clean_fasttext_score": 1.7762184143066406e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.90625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.640625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.265625, "within_sample_repetition_detection": 4.0 }, "62": { "detoxify": 1, "length_chars": 502, "length_tokens": 2677, "length_tokens_text_only": 373, "length_tokens_trainable_only": 306, "length_images": 1, "iqa_live_mean": 0.41941529090958407, "iqa_live_min": 0.41941529090958407, "iqa_live_max": 0.41941529090958407, "iqa_csiq_mean": 0.669254720211029, "iqa_csiq_min": 0.669254720211029, "iqa_csiq_max": 0.669254720211029, "iqa_tid2013_mean": 0.3194815847608778, "iqa_tid2013_min": 0.3194815847608778, "iqa_tid2013_max": 0.3194815847608778, "iqa_kadid10k_mean": 0.2899169921875, "iqa_kadid10k_min": 0.2899169921875, "iqa_kadid10k_max": 0.2899169921875, "iqa_flive_mean": 0.6135663889875316, "iqa_flive_min": 0.6135663889875316, "iqa_flive_max": 0.6135663889875316, "iqa_spaq_mean": 0.5293822625670771, "iqa_spaq_min": 0.5293822625670771, "iqa_spaq_max": 0.5293822625670771, "iqa_clive_mean": 0.4873762419729522, "iqa_clive_min": 0.4873762419729522, "iqa_clive_max": 0.4873762419729522, "iqa_koniq10k_mean": 0.46442085805565425, "iqa_koniq10k_min": 0.46442085805565425, "iqa_koniq10k_max": 0.46442085805565425, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9545720815658569 }, { "lang": "en", "score": 0.011973592452704906 }, { "lang": "ja", "score": 0.00951226893812418 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.41941529090958407, "iqa_v2_live_min": 0.41941529090958407, "iqa_v2_live_max": 0.41941529090958407, "iqa_v2_csiq_mean": 0.669254720211029, "iqa_v2_csiq_min": 0.669254720211029, "iqa_v2_csiq_max": 0.669254720211029, "iqa_v2_tid2013_mean": 0.3194815847608778, "iqa_v2_tid2013_min": 0.3194815847608778, "iqa_v2_tid2013_max": 0.3194815847608778, "iqa_v2_kadid10k_mean": 0.2899169921875, "iqa_v2_kadid10k_min": 0.2899169921875, "iqa_v2_kadid10k_max": 0.2899169921875, "iqa_v2_flive_mean": 0.6135663889875316, "iqa_v2_flive_min": 0.6135663889875316, "iqa_v2_flive_max": 0.6135663889875316, "iqa_v2_spaq_mean": 0.5293822625670771, "iqa_v2_spaq_min": 0.5293822625670771, "iqa_v2_spaq_max": 0.5293822625670771, "iqa_v2_clive_mean": 0.4873762419729522, "iqa_v2_clive_min": 0.4873762419729522, "iqa_v2_clive_max": 0.4873762419729522, "iqa_v2_koniq10k_mean": 0.46442085805565425, "iqa_v2_koniq10k_min": 0.46442085805565425, "iqa_v2_koniq10k_max": 0.46442085805565425, "imdecont": { "jpg": 0.3382999897003174 }, "imdecont_image_match": { "jpg": 104197 }, "imdecont_max": 0.3382999897003174, "imdecont_mean": 0.3382999897003174, "imdecont_min": 0.3382999897003174, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.21875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.21875, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.21875, "clip_score_dfn_public_prev_turn_only_min": 3.369140625, "clip_score_dfn_public_prev_turn_only_mean": 3.369140625, "clip_score_dfn_public_prev_turn_only_max": 3.369140625, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.5234375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.5234375, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.5234375, "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": 21.6875, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.6875, "clip_score_clip_vitl14_224_next_turn_only_max": 21.6875, "clip_score_dfn_public_next_turn_only_min": 1.5205078125, "clip_score_dfn_public_next_turn_only_mean": 1.5205078125, "clip_score_dfn_public_next_turn_only_max": 1.5205078125, "clip_score_siglip2_b16_224_next_turn_only_min": -7.25, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.25, "clip_score_siglip2_b16_224_next_turn_only_max": -7.25, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.171875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.171875, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.703125, "clip_score_dfn_public_prev_and_next_turn_min": 3.287109375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.287109375, "clip_score_dfn_public_prev_and_next_turn_max": 3.287109375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.90625, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4635.78 }, "im_clarity_mean": 4635.78, "im_clarity_min": 4635.78, "im_clarity_max": 4635.78, "im_luma": { "jpg": 189.38 }, "im_luma_mean": 189.38, "im_luma_min": 189.38, "im_luma_max": 189.38, "im_saturation": { "jpg": 1.81 }, "im_saturation_mean": 1.81, "im_saturation_min": 1.81, "im_saturation_max": 1.81, "im_entropy": { "jpg": 4.85 }, "im_entropy_mean": 4.85, "im_entropy_min": 4.85, "im_entropy_max": 4.85, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9545720815658569, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.011973592452704906, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.00951226893812418, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.48155659437179565, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.4044719636440277, "text_quality_nvidia_domain_label": "Home_and_Garden", "text_quality_nvidia_domain_score": 0.8369894623756409, "text_quality_nvidia_edu_nemotron4_score": 1.923828125, "text_quality_nvidia_edu_mixtral_score": 1.37109375, "text_quality_dclmbaseline_fasttext_score": 0.9893131256103516, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.00013375282287597656, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 6.73532485961914e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.21875, "within_sample_repetition_detection": 4.0 }, "70": { "detoxify": 1, "length_chars": 413, "length_tokens": 2628, "length_tokens_text_only": 325, "length_tokens_trainable_only": 266, "length_images": 1, "iqa_live_mean": 0.3904538010105941, "iqa_live_min": 0.3904538010105941, "iqa_live_max": 0.3904538010105941, "iqa_csiq_mean": 0.618351399898529, "iqa_csiq_min": 0.618351399898529, "iqa_csiq_max": 0.618351399898529, "iqa_tid2013_mean": 0.25416040420532227, "iqa_tid2013_min": 0.25416040420532227, "iqa_tid2013_max": 0.25416040420532227, "iqa_kadid10k_mean": 0.2523193359375, "iqa_kadid10k_min": 0.2523193359375, "iqa_kadid10k_max": 0.2523193359375, "iqa_flive_mean": 0.6381160851680872, "iqa_flive_min": 0.6381160851680872, "iqa_flive_max": 0.6381160851680872, "iqa_spaq_mean": 0.4985194350733902, "iqa_spaq_min": 0.4985194350733902, "iqa_spaq_max": 0.4985194350733902, "iqa_clive_mean": 0.4358995611017401, "iqa_clive_min": 0.4358995611017401, "iqa_clive_max": 0.4358995611017401, "iqa_koniq10k_mean": 0.45321504997484613, "iqa_koniq10k_min": 0.45321504997484613, "iqa_koniq10k_max": 0.45321504997484613, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9559622406959534 }, { "lang": "en", "score": 0.013954788446426392 }, { "lang": "ja", "score": 0.007565068081021309 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3904538010105941, "iqa_v2_live_min": 0.3904538010105941, "iqa_v2_live_max": 0.3904538010105941, "iqa_v2_csiq_mean": 0.618351399898529, "iqa_v2_csiq_min": 0.618351399898529, "iqa_v2_csiq_max": 0.618351399898529, "iqa_v2_tid2013_mean": 0.25416040420532227, "iqa_v2_tid2013_min": 0.25416040420532227, "iqa_v2_tid2013_max": 0.25416040420532227, "iqa_v2_kadid10k_mean": 0.2523193359375, "iqa_v2_kadid10k_min": 0.2523193359375, "iqa_v2_kadid10k_max": 0.2523193359375, "iqa_v2_flive_mean": 0.6381160851680872, "iqa_v2_flive_min": 0.6381160851680872, "iqa_v2_flive_max": 0.6381160851680872, "iqa_v2_spaq_mean": 0.4985194350733902, "iqa_v2_spaq_min": 0.4985194350733902, "iqa_v2_spaq_max": 0.4985194350733902, "iqa_v2_clive_mean": 0.4358995611017401, "iqa_v2_clive_min": 0.4358995611017401, "iqa_v2_clive_max": 0.4358995611017401, "iqa_v2_koniq10k_mean": 0.45321504997484613, "iqa_v2_koniq10k_min": 0.45321504997484613, "iqa_v2_koniq10k_max": 0.45321504997484613, "imdecont": { "jpg": 0.4257166385650635 }, "imdecont_image_match": { "jpg": 105021 }, "imdecont_max": 0.4257166385650635, "imdecont_mean": 0.4257166385650635, "imdecont_min": 0.4257166385650635, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.078125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.078125, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.078125, "clip_score_dfn_public_prev_turn_only_min": 2.287109375, "clip_score_dfn_public_prev_turn_only_mean": 2.287109375, "clip_score_dfn_public_prev_turn_only_max": 2.287109375, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.1953125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.1953125, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.1953125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.15625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.15625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.15625, "clip_score_clip_vitl14_224_next_turn_only_min": 26.953125, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.953125, "clip_score_clip_vitl14_224_next_turn_only_max": 26.953125, "clip_score_dfn_public_next_turn_only_min": 1.5068359375, "clip_score_dfn_public_next_turn_only_mean": 1.5068359375, "clip_score_dfn_public_next_turn_only_max": 1.5068359375, "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": 22.90625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.90625, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.40625, "clip_score_dfn_public_prev_and_next_turn_min": 2.85546875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.85546875, "clip_score_dfn_public_prev_and_next_turn_max": 2.85546875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.3125, "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": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 7167.85 }, "im_clarity_mean": 7167.85, "im_clarity_min": 7167.85, "im_clarity_max": 7167.85, "im_luma": { "jpg": 233.39 }, "im_luma_mean": 233.39, "im_luma_min": 233.39, "im_luma_max": 233.39, "im_saturation": { "jpg": 0.4 }, "im_saturation_mean": 0.4, "im_saturation_min": 0.4, "im_saturation_max": 0.4, "im_entropy": { "jpg": 2.64 }, "im_entropy_mean": 2.64, "im_entropy_min": 2.64, "im_entropy_max": 2.64, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9559622406959534, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.013954788446426392, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.007565068081021309, "text_quality_weborganizer_topic_label": "Finance & Business", "text_quality_weborganizer_topic_score": 0.7942333221435547, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.45190370082855225, "text_quality_nvidia_domain_label": "Finance", "text_quality_nvidia_domain_score": 0.9996494054794312, "text_quality_nvidia_edu_nemotron4_score": 0.353759765625, "text_quality_nvidia_edu_mixtral_score": 0.00934600830078125, "text_quality_dclmbaseline_fasttext_score": 0.28537505865097046, "text_quality_dolma3_fasttext_score": 0.0014483928680419922, "custom_fasttext_val_fasttext_score": 6.532669067382812e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0, "custom_fasttext_core_clean_fasttext_score": 2.9921531677246094e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.78125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.296875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.484375, "within_sample_repetition_detection": 4.0 }, "73": { "detoxify": 1, "length_chars": 413, "length_tokens": 2612, "length_tokens_text_only": 309, "length_tokens_trainable_only": 245, "length_images": 1, "iqa_live_mean": 0.28541904025607634, "iqa_live_min": 0.28541904025607634, "iqa_live_max": 0.28541904025607634, "iqa_csiq_mean": 0.513737142086029, "iqa_csiq_min": 0.513737142086029, "iqa_csiq_max": 0.513737142086029, "iqa_tid2013_mean": 0.23289304309421113, "iqa_tid2013_min": 0.23289304309421113, "iqa_tid2013_max": 0.23289304309421113, "iqa_kadid10k_mean": 0.2520751953125, "iqa_kadid10k_min": 0.2520751953125, "iqa_kadid10k_max": 0.2520751953125, "iqa_flive_mean": 0.5985529735834912, "iqa_flive_min": 0.5985529735834912, "iqa_flive_max": 0.5985529735834912, "iqa_spaq_mean": 0.4778907852943498, "iqa_spaq_min": 0.4778907852943498, "iqa_spaq_max": 0.4778907852943498, "iqa_clive_mean": 0.3422679323138613, "iqa_clive_min": 0.3422679323138613, "iqa_clive_max": 0.3422679323138613, "iqa_koniq10k_mean": 0.4636317166415128, "iqa_koniq10k_min": 0.4636317166415128, "iqa_koniq10k_max": 0.4636317166415128, "zero_sequence_filter": 3, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9317558407783508 }, { "lang": "en", "score": 0.022227058187127113 }, { "lang": "ja", "score": 0.01376434601843357 } ], "digit_sequence_filter": 3, "iqa_v2_live_mean": 0.28541904025607634, "iqa_v2_live_min": 0.28541904025607634, "iqa_v2_live_max": 0.28541904025607634, "iqa_v2_csiq_mean": 0.513737142086029, "iqa_v2_csiq_min": 0.513737142086029, "iqa_v2_csiq_max": 0.513737142086029, "iqa_v2_tid2013_mean": 0.23289304309421113, "iqa_v2_tid2013_min": 0.23289304309421113, "iqa_v2_tid2013_max": 0.23289304309421113, "iqa_v2_kadid10k_mean": 0.2520751953125, "iqa_v2_kadid10k_min": 0.2520751953125, "iqa_v2_kadid10k_max": 0.2520751953125, "iqa_v2_flive_mean": 0.5985529735834912, "iqa_v2_flive_min": 0.5985529735834912, "iqa_v2_flive_max": 0.5985529735834912, "iqa_v2_spaq_mean": 0.4778907852943498, "iqa_v2_spaq_min": 0.4778907852943498, "iqa_v2_spaq_max": 0.4778907852943498, "iqa_v2_clive_mean": 0.3422679323138613, "iqa_v2_clive_min": 0.3422679323138613, "iqa_v2_clive_max": 0.3422679323138613, "iqa_v2_koniq10k_mean": 0.4636317166415128, "iqa_v2_koniq10k_min": 0.4636317166415128, "iqa_v2_koniq10k_max": 0.4636317166415128, "imdecont": { "jpg": 0.4125702381134033 }, "imdecont_image_match": { "jpg": 189130 }, "imdecont_max": 0.4125702381134033, "imdecont_mean": 0.4125702381134033, "imdecont_min": 0.4125702381134033, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.5, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.5, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.5, "clip_score_dfn_public_prev_turn_only_min": 2.212890625, "clip_score_dfn_public_prev_turn_only_mean": 2.212890625, "clip_score_dfn_public_prev_turn_only_max": 2.212890625, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.78125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.78125, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.78125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.109375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.109375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.109375, "clip_score_clip_vitl14_224_next_turn_only_min": 27.859375, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.859375, "clip_score_clip_vitl14_224_next_turn_only_max": 27.859375, "clip_score_dfn_public_next_turn_only_min": 2.376953125, "clip_score_dfn_public_next_turn_only_mean": 2.376953125, "clip_score_dfn_public_next_turn_only_max": 2.376953125, "clip_score_siglip2_b16_224_next_turn_only_min": -6.2109375, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.2109375, "clip_score_siglip2_b16_224_next_turn_only_max": -6.2109375, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.609375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.609375, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.25, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.25, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.25, "clip_score_dfn_public_prev_and_next_turn_min": 2.6640625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.6640625, "clip_score_dfn_public_prev_and_next_turn_max": 2.6640625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.7578125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.7578125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.7578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.75, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2096.58 }, "im_clarity_mean": 2096.58, "im_clarity_min": 2096.58, "im_clarity_max": 2096.58, "im_luma": { "jpg": 219.38 }, "im_luma_mean": 219.38, "im_luma_min": 219.38, "im_luma_max": 219.38, "im_saturation": { "jpg": 4.26 }, "im_saturation_mean": 4.26, "im_saturation_min": 4.26, "im_saturation_max": 4.26, "im_entropy": { "jpg": 2.33 }, "im_entropy_mean": 2.33, "im_entropy_min": 2.33, "im_entropy_max": 2.33, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9317558407783508, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.022227058187127113, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.01376434601843357, "text_quality_weborganizer_topic_label": "Software Dev.", "text_quality_weborganizer_topic_score": 0.6040915846824646, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.16695672273635864, "text_quality_nvidia_domain_label": "Games", "text_quality_nvidia_domain_score": 0.6774717569351196, "text_quality_nvidia_edu_nemotron4_score": 1.607421875, "text_quality_nvidia_edu_mixtral_score": 1.0341796875, "text_quality_dclmbaseline_fasttext_score": 0.9926868677139282, "text_quality_dolma3_fasttext_score": 0.7634935975074768, "custom_fasttext_val_fasttext_score": 1.1205673217773438e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 4.756450653076172e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.5625, "within_sample_repetition_detection": 4.0 }, "77": { "detoxify": 1, "length_chars": 420, "length_tokens": 2628, "length_tokens_text_only": 325, "length_tokens_trainable_only": 258, "length_images": 1, "iqa_live_mean": 0.2723192927813288, "iqa_live_min": 0.2723192927813288, "iqa_live_max": 0.2723192927813288, "iqa_csiq_mean": 0.48938411474227905, "iqa_csiq_min": 0.48938411474227905, "iqa_csiq_max": 0.48938411474227905, "iqa_tid2013_mean": 0.19404755698310003, "iqa_tid2013_min": 0.19404755698310003, "iqa_tid2013_max": 0.19404755698310003, "iqa_kadid10k_mean": 0.2318115234375, "iqa_kadid10k_min": 0.2318115234375, "iqa_kadid10k_max": 0.2318115234375, "iqa_flive_mean": 0.600131256411774, "iqa_flive_min": 0.600131256411774, "iqa_flive_max": 0.600131256411774, "iqa_spaq_mean": 0.5524449203953599, "iqa_spaq_min": 0.5524449203953599, "iqa_spaq_max": 0.5524449203953599, "iqa_clive_mean": 0.42441755352598254, "iqa_clive_min": 0.42441755352598254, "iqa_clive_max": 0.42441755352598254, "iqa_koniq10k_mean": 0.47759951967181585, "iqa_koniq10k_min": 0.47759951967181585, "iqa_koniq10k_max": 0.47759951967181585, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.7118350863456726 }, { "lang": "en", "score": 0.07773172855377197 }, { "lang": "ja", "score": 0.038455452769994736 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.2723192927813288, "iqa_v2_live_min": 0.2723192927813288, "iqa_v2_live_max": 0.2723192927813288, "iqa_v2_csiq_mean": 0.48938411474227905, "iqa_v2_csiq_min": 0.48938411474227905, "iqa_v2_csiq_max": 0.48938411474227905, "iqa_v2_tid2013_mean": 0.19404755698310003, "iqa_v2_tid2013_min": 0.19404755698310003, "iqa_v2_tid2013_max": 0.19404755698310003, "iqa_v2_kadid10k_mean": 0.2318115234375, "iqa_v2_kadid10k_min": 0.2318115234375, "iqa_v2_kadid10k_max": 0.2318115234375, "iqa_v2_flive_mean": 0.600131256411774, "iqa_v2_flive_min": 0.600131256411774, "iqa_v2_flive_max": 0.600131256411774, "iqa_v2_spaq_mean": 0.5524449203953599, "iqa_v2_spaq_min": 0.5524449203953599, "iqa_v2_spaq_max": 0.5524449203953599, "iqa_v2_clive_mean": 0.42441755352598254, "iqa_v2_clive_min": 0.42441755352598254, "iqa_v2_clive_max": 0.42441755352598254, "iqa_v2_koniq10k_mean": 0.47759951967181585, "iqa_v2_koniq10k_min": 0.47759951967181585, "iqa_v2_koniq10k_max": 0.47759951967181585, "imdecont": { "jpg": 0.38979172706604004 }, "imdecont_image_match": { "jpg": 215263 }, "imdecont_max": 0.38979172706604004, "imdecont_mean": 0.38979172706604004, "imdecont_min": 0.38979172706604004, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.5546875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.5546875, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.5546875, "clip_score_dfn_public_prev_turn_only_min": 2.30078125, "clip_score_dfn_public_prev_turn_only_mean": 2.30078125, "clip_score_dfn_public_prev_turn_only_max": 2.30078125, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.9375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.9375, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.9375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.609375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.609375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.609375, "clip_score_clip_vitl14_224_next_turn_only_min": 24.625, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.625, "clip_score_clip_vitl14_224_next_turn_only_max": 24.625, "clip_score_dfn_public_next_turn_only_min": 4.22265625, "clip_score_dfn_public_next_turn_only_mean": 4.22265625, "clip_score_dfn_public_next_turn_only_max": 4.22265625, "clip_score_siglip2_b16_224_next_turn_only_min": -5.65625, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.65625, "clip_score_siglip2_b16_224_next_turn_only_max": -5.65625, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.703125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.703125, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 19.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 19.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 19.953125, "clip_score_dfn_public_prev_and_next_turn_min": 2.8828125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.8828125, "clip_score_dfn_public_prev_and_next_turn_max": 2.8828125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.21875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.21875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.296875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4189.43 }, "im_clarity_mean": 4189.43, "im_clarity_min": 4189.43, "im_clarity_max": 4189.43, "im_luma": { "jpg": 232.1 }, "im_luma_mean": 232.1, "im_luma_min": 232.1, "im_luma_max": 232.1, "im_saturation": { "jpg": 0.1 }, "im_saturation_mean": 0.1, "im_saturation_min": 0.1, "im_saturation_max": 0.1, "im_entropy": { "jpg": 2.4 }, "im_entropy_mean": 2.4, "im_entropy_min": 2.4, "im_entropy_max": 2.4, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.7118350863456726, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.07773172855377197, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.038455452769994736, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.4239087402820587, "text_quality_weborganizer_format_label": "Product Page", "text_quality_weborganizer_format_score": 0.5976495742797852, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.27960672974586487, "text_quality_nvidia_edu_nemotron4_score": 2.037109375, "text_quality_nvidia_edu_mixtral_score": 1.5400390625, "text_quality_dclmbaseline_fasttext_score": 0.9952176213264465, "text_quality_dolma3_fasttext_score": 0.9896408915519714, "custom_fasttext_val_fasttext_score": 4.1484832763671875e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 4.756450653076172e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.84375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.921875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.921875, "within_sample_repetition_detection": 2.0 }, "68": { "detoxify": 1, "length_chars": 426, "length_tokens": 2579, "length_tokens_text_only": 276, "length_tokens_trainable_only": 212, "length_images": 1, "iqa_live_mean": 0.48248741843483656, "iqa_live_min": 0.48248741843483656, "iqa_live_max": 0.48248741843483656, "iqa_csiq_mean": 0.647404134273529, "iqa_csiq_min": 0.647404134273529, "iqa_csiq_max": 0.647404134273529, "iqa_tid2013_mean": 0.3665735986497667, "iqa_tid2013_min": 0.3665735986497667, "iqa_tid2013_max": 0.3665735986497667, "iqa_kadid10k_mean": 0.3470458984375, "iqa_kadid10k_min": 0.3470458984375, "iqa_kadid10k_max": 0.3470458984375, "iqa_flive_mean": 0.6076280998461174, "iqa_flive_min": 0.6076280998461174, "iqa_flive_max": 0.6076280998461174, "iqa_spaq_mean": 0.6016873446377842, "iqa_spaq_min": 0.6016873446377842, "iqa_spaq_max": 0.6016873446377842, "iqa_clive_mean": 0.4698671668466896, "iqa_clive_min": 0.4698671668466896, "iqa_clive_max": 0.4698671668466896, "iqa_koniq10k_mean": 0.4942504035101997, "iqa_koniq10k_min": 0.4942504035101997, "iqa_koniq10k_max": 0.4942504035101997, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8160594701766968 }, { "lang": "en", "score": 0.07906142622232437 }, { "lang": "ko", "score": 0.025751683861017227 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.48248741843483656, "iqa_v2_live_min": 0.48248741843483656, "iqa_v2_live_max": 0.48248741843483656, "iqa_v2_csiq_mean": 0.647404134273529, "iqa_v2_csiq_min": 0.647404134273529, "iqa_v2_csiq_max": 0.647404134273529, "iqa_v2_tid2013_mean": 0.3665735986497667, "iqa_v2_tid2013_min": 0.3665735986497667, "iqa_v2_tid2013_max": 0.3665735986497667, "iqa_v2_kadid10k_mean": 0.3470458984375, "iqa_v2_kadid10k_min": 0.3470458984375, "iqa_v2_kadid10k_max": 0.3470458984375, "iqa_v2_flive_mean": 0.6076280998461174, "iqa_v2_flive_min": 0.6076280998461174, "iqa_v2_flive_max": 0.6076280998461174, "iqa_v2_spaq_mean": 0.6016873446377842, "iqa_v2_spaq_min": 0.6016873446377842, "iqa_v2_spaq_max": 0.6016873446377842, "iqa_v2_clive_mean": 0.4698671668466896, "iqa_v2_clive_min": 0.4698671668466896, "iqa_v2_clive_max": 0.4698671668466896, "iqa_v2_koniq10k_mean": 0.4942504035101997, "iqa_v2_koniq10k_min": 0.4942504035101997, "iqa_v2_koniq10k_max": 0.4942504035101997, "imdecont": { "jpg": 0.3284815549850464 }, "imdecont_image_match": { "jpg": 189267 }, "imdecont_max": 0.3284815549850464, "imdecont_mean": 0.3284815549850464, "imdecont_min": 0.3284815549850464, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.5, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.5, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.5, "clip_score_dfn_public_prev_turn_only_min": 2.06640625, "clip_score_dfn_public_prev_turn_only_mean": 2.06640625, "clip_score_dfn_public_prev_turn_only_max": 2.06640625, "clip_score_siglip2_b16_224_prev_turn_only_min": -6.2421875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -6.2421875, "clip_score_siglip2_b16_224_prev_turn_only_max": -6.2421875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.484375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.484375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.484375, "clip_score_clip_vitl14_224_next_turn_only_min": 28.421875, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.421875, "clip_score_clip_vitl14_224_next_turn_only_max": 28.421875, "clip_score_dfn_public_next_turn_only_min": 2.078125, "clip_score_dfn_public_next_turn_only_mean": 2.078125, "clip_score_dfn_public_next_turn_only_max": 2.078125, "clip_score_siglip2_b16_224_next_turn_only_min": -3.984375, "clip_score_siglip2_b16_224_next_turn_only_mean": -3.984375, "clip_score_siglip2_b16_224_next_turn_only_max": -3.984375, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.828125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.828125, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.515625, "clip_score_dfn_public_prev_and_next_turn_min": 4.43359375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.43359375, "clip_score_dfn_public_prev_and_next_turn_max": 4.43359375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.421875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.421875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.25, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2289.79 }, "im_clarity_mean": 2289.79, "im_clarity_min": 2289.79, "im_clarity_max": 2289.79, "im_luma": { "jpg": 210.63 }, "im_luma_mean": 210.63, "im_luma_min": 210.63, "im_luma_max": 210.63, "im_saturation": { "jpg": 30.86 }, "im_saturation_mean": 30.86, "im_saturation_min": 30.86, "im_saturation_max": 30.86, "im_entropy": { "jpg": 4.47 }, "im_entropy_mean": 4.47, "im_entropy_min": 4.47, "im_entropy_max": 4.47, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8160594701766968, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.07906142622232437, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.025751683861017227, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.4514894485473633, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.8674376606941223, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.9998613595962524, "text_quality_nvidia_edu_nemotron4_score": 1.5234375, "text_quality_nvidia_edu_mixtral_score": 0.7421875, "text_quality_dclmbaseline_fasttext_score": 0.6002364754676819, "text_quality_dolma3_fasttext_score": 0.9999027252197266, "custom_fasttext_val_fasttext_score": 0.0008633732795715332, "custom_fasttext_core_fasttext_score": 9.5367431640625e-07, "custom_fasttext_val_clean_fasttext_score": 0.0028671622276306152, "custom_fasttext_core_clean_fasttext_score": 0.00030481815338134766, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.859375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.515625, "within_sample_repetition_detection": 7.0 }, "57": { "detoxify": 1, "length_chars": 501, "length_tokens": 2667, "length_tokens_text_only": 363, "length_tokens_trainable_only": 292, "length_images": 1, "iqa_live_mean": 0.2989922725793086, "iqa_live_min": 0.2989922725793086, "iqa_live_max": 0.2989922725793086, "iqa_csiq_mean": 0.509647786617279, "iqa_csiq_min": 0.509647786617279, "iqa_csiq_max": 0.509647786617279, "iqa_tid2013_mean": 0.26783227920532227, "iqa_tid2013_min": 0.26783227920532227, "iqa_tid2013_max": 0.26783227920532227, "iqa_kadid10k_mean": 0.3319091796875, "iqa_kadid10k_min": 0.3319091796875, "iqa_kadid10k_max": 0.3319091796875, "iqa_flive_mean": 0.587228794290562, "iqa_flive_min": 0.587228794290562, "iqa_flive_max": 0.587228794290562, "iqa_spaq_mean": 0.4285497183751579, "iqa_spaq_min": 0.4285497183751579, "iqa_spaq_max": 0.4285497183751579, "iqa_clive_mean": 0.3184358616067906, "iqa_clive_min": 0.3184358616067906, "iqa_clive_max": 0.3184358616067906, "iqa_koniq10k_mean": 0.4472964893687856, "iqa_koniq10k_min": 0.4472964893687856, "iqa_koniq10k_max": 0.4472964893687856, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8957700729370117 }, { "lang": "en", "score": 0.03390573710203171 }, { "lang": "ko", "score": 0.012782158330082893 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.2989922725793086, "iqa_v2_live_min": 0.2989922725793086, "iqa_v2_live_max": 0.2989922725793086, "iqa_v2_csiq_mean": 0.509647786617279, "iqa_v2_csiq_min": 0.509647786617279, "iqa_v2_csiq_max": 0.509647786617279, "iqa_v2_tid2013_mean": 0.26783227920532227, "iqa_v2_tid2013_min": 0.26783227920532227, "iqa_v2_tid2013_max": 0.26783227920532227, "iqa_v2_kadid10k_mean": 0.3319091796875, "iqa_v2_kadid10k_min": 0.3319091796875, "iqa_v2_kadid10k_max": 0.3319091796875, "iqa_v2_flive_mean": 0.587228794290562, "iqa_v2_flive_min": 0.587228794290562, "iqa_v2_flive_max": 0.587228794290562, "iqa_v2_spaq_mean": 0.4285497183751579, "iqa_v2_spaq_min": 0.4285497183751579, "iqa_v2_spaq_max": 0.4285497183751579, "iqa_v2_clive_mean": 0.3184358616067906, "iqa_v2_clive_min": 0.3184358616067906, "iqa_v2_clive_max": 0.3184358616067906, "iqa_v2_koniq10k_mean": 0.4472964893687856, "iqa_v2_koniq10k_min": 0.4472964893687856, "iqa_v2_koniq10k_max": 0.4472964893687856, "imdecont": { "jpg": 0.4533919095993042 }, "imdecont_image_match": { "jpg": 189130 }, "imdecont_max": 0.4533919095993042, "imdecont_mean": 0.4533919095993042, "imdecont_min": 0.4533919095993042, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.015625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.015625, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.015625, "clip_score_dfn_public_prev_turn_only_min": 1.4609375, "clip_score_dfn_public_prev_turn_only_mean": 1.4609375, "clip_score_dfn_public_prev_turn_only_max": 1.4609375, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.921875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.921875, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.921875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.484375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.484375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.484375, "clip_score_clip_vitl14_224_next_turn_only_min": 23.1875, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.1875, "clip_score_clip_vitl14_224_next_turn_only_max": 23.1875, "clip_score_dfn_public_next_turn_only_min": 2.201171875, "clip_score_dfn_public_next_turn_only_mean": 2.201171875, "clip_score_dfn_public_next_turn_only_max": 2.201171875, "clip_score_siglip2_b16_224_next_turn_only_min": -5.015625, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.015625, "clip_score_siglip2_b16_224_next_turn_only_max": -5.015625, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.78125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.78125, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.109375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.109375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.109375, "clip_score_dfn_public_prev_and_next_turn_min": 2.9453125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.9453125, "clip_score_dfn_public_prev_and_next_turn_max": 2.9453125, "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": 23.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.078125, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2517.59 }, "im_clarity_mean": 2517.59, "im_clarity_min": 2517.59, "im_clarity_max": 2517.59, "im_luma": { "jpg": 239.14 }, "im_luma_mean": 239.14, "im_luma_min": 239.14, "im_luma_max": 239.14, "im_saturation": { "jpg": 1.03 }, "im_saturation_mean": 1.03, "im_saturation_min": 1.03, "im_saturation_max": 1.03, "im_entropy": { "jpg": 2.14 }, "im_entropy_mean": 2.14, "im_entropy_min": 2.14, "im_entropy_max": 2.14, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8957700729370117, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.03390573710203171, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.012782158330082893, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.4619240462779999, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.2598722279071808, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.985258162021637, "text_quality_nvidia_edu_nemotron4_score": 2.546875, "text_quality_nvidia_edu_mixtral_score": 2.224609375, "text_quality_dclmbaseline_fasttext_score": 0.9938856959342957, "text_quality_dolma3_fasttext_score": 0.8280928730964661, "custom_fasttext_val_fasttext_score": 0.0007089972496032715, "custom_fasttext_core_fasttext_score": 3.4570693969726562e-06, "custom_fasttext_val_clean_fasttext_score": 0.00023752450942993164, "custom_fasttext_core_clean_fasttext_score": 5.447864532470703e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.953125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.578125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.375, "within_sample_repetition_detection": 3.0 }, "74": { "detoxify": 1, "length_chars": 461, "length_tokens": 2646, "length_tokens_text_only": 343, "length_tokens_trainable_only": 279, "length_images": 1, "iqa_live_mean": 0.3012018685389046, "iqa_live_min": 0.3012018685389046, "iqa_live_max": 0.3012018685389046, "iqa_csiq_mean": 0.513004720211029, "iqa_csiq_min": 0.513004720211029, "iqa_csiq_max": 0.513004720211029, "iqa_tid2013_mean": 0.24265866809421113, "iqa_tid2013_min": 0.24265866809421113, "iqa_tid2013_max": 0.24265866809421113, "iqa_kadid10k_mean": 0.3128662109375, "iqa_kadid10k_min": 0.3128662109375, "iqa_kadid10k_max": 0.3128662109375, "iqa_flive_mean": 0.597882203381471, "iqa_flive_min": 0.597882203381471, "iqa_flive_max": 0.597882203381471, "iqa_spaq_mean": 0.45822143554687506, "iqa_spaq_min": 0.45822143554687506, "iqa_spaq_max": 0.45822143554687506, "iqa_clive_mean": 0.34258358887951784, "iqa_clive_min": 0.34258358887951784, "iqa_clive_max": 0.34258358887951784, "iqa_koniq10k_mean": 0.4435875247223209, "iqa_koniq10k_min": 0.4435875247223209, "iqa_koniq10k_max": 0.4435875247223209, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.7888484597206116 }, { "lang": "en", "score": 0.06738311797380447 }, { "lang": "ja", "score": 0.03494437038898468 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3012018685389046, "iqa_v2_live_min": 0.3012018685389046, "iqa_v2_live_max": 0.3012018685389046, "iqa_v2_csiq_mean": 0.513004720211029, "iqa_v2_csiq_min": 0.513004720211029, "iqa_v2_csiq_max": 0.513004720211029, "iqa_v2_tid2013_mean": 0.24265866809421113, "iqa_v2_tid2013_min": 0.24265866809421113, "iqa_v2_tid2013_max": 0.24265866809421113, "iqa_v2_kadid10k_mean": 0.3128662109375, "iqa_v2_kadid10k_min": 0.3128662109375, "iqa_v2_kadid10k_max": 0.3128662109375, "iqa_v2_flive_mean": 0.597882203381471, "iqa_v2_flive_min": 0.597882203381471, "iqa_v2_flive_max": 0.597882203381471, "iqa_v2_spaq_mean": 0.45822143554687506, "iqa_v2_spaq_min": 0.45822143554687506, "iqa_v2_spaq_max": 0.45822143554687506, "iqa_v2_clive_mean": 0.34258358887951784, "iqa_v2_clive_min": 0.34258358887951784, "iqa_v2_clive_max": 0.34258358887951784, "iqa_v2_koniq10k_mean": 0.4435875247223209, "iqa_v2_koniq10k_min": 0.4435875247223209, "iqa_v2_koniq10k_max": 0.4435875247223209, "imdecont": { "jpg": 0.41254568099975586 }, "imdecont_image_match": { "jpg": 189408 }, "imdecont_max": 0.41254568099975586, "imdecont_mean": 0.41254568099975586, "imdecont_min": 0.41254568099975586, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.03125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.03125, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.03125, "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": -7.9921875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.9921875, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.9921875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.234375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.234375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.234375, "clip_score_clip_vitl14_224_next_turn_only_min": 26.8125, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.8125, "clip_score_clip_vitl14_224_next_turn_only_max": 26.8125, "clip_score_dfn_public_next_turn_only_min": 1.818359375, "clip_score_dfn_public_next_turn_only_mean": 1.818359375, "clip_score_dfn_public_next_turn_only_max": 1.818359375, "clip_score_siglip2_b16_224_next_turn_only_min": -7.3671875, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.3671875, "clip_score_siglip2_b16_224_next_turn_only_max": -7.3671875, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.796875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.796875, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.859375, "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": -4.4453125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.4453125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.4453125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.015625, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2822.09 }, "im_clarity_mean": 2822.09, "im_clarity_min": 2822.09, "im_clarity_max": 2822.09, "im_luma": { "jpg": 237.94 }, "im_luma_mean": 237.94, "im_luma_min": 237.94, "im_luma_max": 237.94, "im_saturation": { "jpg": 0.55 }, "im_saturation_mean": 0.55, "im_saturation_min": 0.55, "im_saturation_max": 0.55, "im_entropy": { "jpg": 2.14 }, "im_entropy_mean": 2.14, "im_entropy_min": 2.14, "im_entropy_max": 2.14, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.7888484597206116, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.06738311797380447, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.03494437038898468, "text_quality_weborganizer_topic_label": "Crime & Law", "text_quality_weborganizer_topic_score": 0.37671002745628357, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.31401002407073975, "text_quality_nvidia_domain_label": "Law_and_Government", "text_quality_nvidia_domain_score": 0.5511159896850586, "text_quality_nvidia_edu_nemotron4_score": 1.6884765625, "text_quality_nvidia_edu_mixtral_score": 1.220703125, "text_quality_dclmbaseline_fasttext_score": 0.2170501947402954, "text_quality_dolma3_fasttext_score": 0.9996927976608276, "custom_fasttext_val_fasttext_score": 0.0005144476890563965, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0006998777389526367, "custom_fasttext_core_clean_fasttext_score": 8.952617645263672e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.65625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.65625, "within_sample_repetition_detection": 4.0 }, "58": { "detoxify": 1, "length_chars": 532, "length_tokens": 2714, "length_tokens_text_only": 411, "length_tokens_trainable_only": 344, "length_images": 1, "iqa_live_mean": 0.3822467303035235, "iqa_live_min": 0.3822467303035235, "iqa_live_max": 0.3822467303035235, "iqa_csiq_mean": 0.611881673336029, "iqa_csiq_min": 0.611881673336029, "iqa_csiq_max": 0.611881673336029, "iqa_tid2013_mean": 0.2928973833719889, "iqa_tid2013_min": 0.2928973833719889, "iqa_tid2013_max": 0.2928973833719889, "iqa_kadid10k_mean": 0.3721923828125, "iqa_kadid10k_min": 0.3721923828125, "iqa_kadid10k_max": 0.3721923828125, "iqa_flive_mean": 0.6336204451744003, "iqa_flive_min": 0.6336204451744003, "iqa_flive_max": 0.6336204451744003, "iqa_spaq_mean": 0.5185118395872791, "iqa_spaq_min": 0.5185118395872791, "iqa_spaq_max": 0.5185118395872791, "iqa_clive_mean": 0.5093883552936593, "iqa_clive_min": 0.5093883552936593, "iqa_clive_max": 0.5093883552936593, "iqa_koniq10k_mean": 0.4368798227021189, "iqa_koniq10k_min": 0.4368798227021189, "iqa_koniq10k_max": 0.4368798227021189, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9467700719833374 }, { "lang": "en", "score": 0.01110136043280363 }, { "lang": "ko", "score": 0.010846499353647232 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3822467303035235, "iqa_v2_live_min": 0.3822467303035235, "iqa_v2_live_max": 0.3822467303035235, "iqa_v2_csiq_mean": 0.611881673336029, "iqa_v2_csiq_min": 0.611881673336029, "iqa_v2_csiq_max": 0.611881673336029, "iqa_v2_tid2013_mean": 0.2928973833719889, "iqa_v2_tid2013_min": 0.2928973833719889, "iqa_v2_tid2013_max": 0.2928973833719889, "iqa_v2_kadid10k_mean": 0.3721923828125, "iqa_v2_kadid10k_min": 0.3721923828125, "iqa_v2_kadid10k_max": 0.3721923828125, "iqa_v2_flive_mean": 0.6336204451744003, "iqa_v2_flive_min": 0.6336204451744003, "iqa_v2_flive_max": 0.6336204451744003, "iqa_v2_spaq_mean": 0.5185118395872791, "iqa_v2_spaq_min": 0.5185118395872791, "iqa_v2_spaq_max": 0.5185118395872791, "iqa_v2_clive_mean": 0.5093883552936593, "iqa_v2_clive_min": 0.5093883552936593, "iqa_v2_clive_max": 0.5093883552936593, "iqa_v2_koniq10k_mean": 0.4368798227021189, "iqa_v2_koniq10k_min": 0.4368798227021189, "iqa_v2_koniq10k_max": 0.4368798227021189, "imdecont": { "jpg": 0.3717893362045288 }, "imdecont_image_match": { "jpg": 215263 }, "imdecont_max": 0.3717893362045288, "imdecont_mean": 0.3717893362045288, "imdecont_min": 0.3717893362045288, "clip_score_clip_vitl14_224_prev_turn_only_min": 13.21875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 13.21875, "clip_score_clip_vitl14_224_prev_turn_only_max": 13.21875, "clip_score_dfn_public_prev_turn_only_min": 2.529296875, "clip_score_dfn_public_prev_turn_only_mean": 2.529296875, "clip_score_dfn_public_prev_turn_only_max": 2.529296875, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.09375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.09375, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.09375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 15.8046875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 15.8046875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 15.8046875, "clip_score_clip_vitl14_224_next_turn_only_min": 22.984375, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.984375, "clip_score_clip_vitl14_224_next_turn_only_max": 22.984375, "clip_score_dfn_public_next_turn_only_min": 2.267578125, "clip_score_dfn_public_next_turn_only_mean": 2.267578125, "clip_score_dfn_public_next_turn_only_max": 2.267578125, "clip_score_siglip2_b16_224_next_turn_only_min": -9.3046875, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.3046875, "clip_score_siglip2_b16_224_next_turn_only_max": -9.3046875, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.3125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.3125, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 18.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 18.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 18.34375, "clip_score_dfn_public_prev_and_next_turn_min": 2.75390625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.75390625, "clip_score_dfn_public_prev_and_next_turn_max": 2.75390625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.6328125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.6328125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.6328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 19.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 19.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 19.578125, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5879.46 }, "im_clarity_mean": 5879.46, "im_clarity_min": 5879.46, "im_clarity_max": 5879.46, "im_luma": { "jpg": 232.68 }, "im_luma_mean": 232.68, "im_luma_min": 232.68, "im_luma_max": 232.68, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 3.03 }, "im_entropy_mean": 3.03, "im_entropy_min": 3.03, "im_entropy_max": 3.03, "unifilter_score_qwen2_5_1_5b": -1.2861328125, "unifilter_score_qwen3_0_6b": -1.787109375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9467700719833374, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.01110136043280363, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.010846499353647232, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.6722890734672546, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.468500018119812, "text_quality_nvidia_domain_label": "Sports", "text_quality_nvidia_domain_score": 0.9997811913490295, "text_quality_nvidia_edu_nemotron4_score": 1.6689453125, "text_quality_nvidia_edu_mixtral_score": 1.0966796875, "text_quality_dclmbaseline_fasttext_score": 0.9674294590950012, "text_quality_dolma3_fasttext_score": 0.9999771118164062, "custom_fasttext_val_fasttext_score": 0.0001894831657409668, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0003922581672668457, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.65625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.546875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.109375, "within_sample_repetition_detection": 4.0 }, "76": { "detoxify": 1, "length_chars": 482, "length_tokens": 2658, "length_tokens_text_only": 355, "length_tokens_trainable_only": 292, "length_images": 1, "iqa_live_mean": 0.3978717303035235, "iqa_live_min": 0.3978717303035235, "iqa_live_max": 0.3978717303035235, "iqa_csiq_mean": 0.625187337398529, "iqa_csiq_min": 0.625187337398529, "iqa_csiq_max": 0.625187337398529, "iqa_tid2013_mean": 0.2892081472608778, "iqa_tid2013_min": 0.2892081472608778, "iqa_tid2013_max": 0.2892081472608778, "iqa_kadid10k_mean": 0.3658447265625, "iqa_kadid10k_min": 0.3658447265625, "iqa_kadid10k_max": 0.3658447265625, "iqa_flive_mean": 0.6503403788865215, "iqa_flive_min": 0.6503403788865215, "iqa_flive_max": 0.6503403788865215, "iqa_spaq_mean": 0.5138756337791983, "iqa_spaq_min": 0.5138756337791983, "iqa_spaq_max": 0.5138756337791983, "iqa_clive_mean": 0.4840766444350734, "iqa_clive_min": 0.4840766444350734, "iqa_clive_max": 0.4840766444350734, "iqa_koniq10k_mean": 0.4500584843182805, "iqa_koniq10k_min": 0.4500584843182805, "iqa_koniq10k_max": 0.4500584843182805, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9395853877067566 }, { "lang": "en", "score": 0.019769800826907158 }, { "lang": "ja", "score": 0.007592909969389439 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3978717303035235, "iqa_v2_live_min": 0.3978717303035235, "iqa_v2_live_max": 0.3978717303035235, "iqa_v2_csiq_mean": 0.625187337398529, "iqa_v2_csiq_min": 0.625187337398529, "iqa_v2_csiq_max": 0.625187337398529, "iqa_v2_tid2013_mean": 0.2892081472608778, "iqa_v2_tid2013_min": 0.2892081472608778, "iqa_v2_tid2013_max": 0.2892081472608778, "iqa_v2_kadid10k_mean": 0.3658447265625, "iqa_v2_kadid10k_min": 0.3658447265625, "iqa_v2_kadid10k_max": 0.3658447265625, "iqa_v2_flive_mean": 0.6503403788865215, "iqa_v2_flive_min": 0.6503403788865215, "iqa_v2_flive_max": 0.6503403788865215, "iqa_v2_spaq_mean": 0.5138756337791983, "iqa_v2_spaq_min": 0.5138756337791983, "iqa_v2_spaq_max": 0.5138756337791983, "iqa_v2_clive_mean": 0.4840766444350734, "iqa_v2_clive_min": 0.4840766444350734, "iqa_v2_clive_max": 0.4840766444350734, "iqa_v2_koniq10k_mean": 0.4500584843182805, "iqa_v2_koniq10k_min": 0.4500584843182805, "iqa_v2_koniq10k_max": 0.4500584843182805, "imdecont": { "jpg": 0.36395716667175293 }, "imdecont_image_match": { "jpg": 189408 }, "imdecont_max": 0.36395716667175293, "imdecont_mean": 0.36395716667175293, "imdecont_min": 0.36395716667175293, "clip_score_clip_vitl14_224_prev_turn_only_min": 12.8046875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 12.8046875, "clip_score_clip_vitl14_224_prev_turn_only_max": 12.8046875, "clip_score_dfn_public_prev_turn_only_min": 1.7587890625, "clip_score_dfn_public_prev_turn_only_mean": 1.7587890625, "clip_score_dfn_public_prev_turn_only_max": 1.7587890625, "clip_score_siglip2_b16_224_prev_turn_only_min": -10.9765625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -10.9765625, "clip_score_siglip2_b16_224_prev_turn_only_max": -10.9765625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.984375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.984375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.984375, "clip_score_clip_vitl14_224_next_turn_only_min": 24.53125, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.53125, "clip_score_clip_vitl14_224_next_turn_only_max": 24.53125, "clip_score_dfn_public_next_turn_only_min": 2.353515625, "clip_score_dfn_public_next_turn_only_mean": 2.353515625, "clip_score_dfn_public_next_turn_only_max": 2.353515625, "clip_score_siglip2_b16_224_next_turn_only_min": -7.4765625, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.4765625, "clip_score_siglip2_b16_224_next_turn_only_max": -7.4765625, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.0, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.0, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.0, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 19.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 19.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 19.171875, "clip_score_dfn_public_prev_and_next_turn_min": 3.3515625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.3515625, "clip_score_dfn_public_prev_and_next_turn_max": 3.3515625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -8.7421875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -8.7421875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -8.7421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.875, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5559.08 }, "im_clarity_mean": 5559.08, "im_clarity_min": 5559.08, "im_clarity_max": 5559.08, "im_luma": { "jpg": 232.89 }, "im_luma_mean": 232.89, "im_luma_min": 232.89, "im_luma_max": 232.89, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 3.05 }, "im_entropy_mean": 3.05, "im_entropy_min": 3.05, "im_entropy_max": 3.05, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9395853877067566, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.019769800826907158, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.007592909969389439, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.18645186722278595, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.23156091570854187, "text_quality_nvidia_domain_label": "Sensitive_Subjects", "text_quality_nvidia_domain_score": 0.9975578784942627, "text_quality_nvidia_edu_nemotron4_score": 1.734375, "text_quality_nvidia_edu_mixtral_score": 1.1025390625, "text_quality_dclmbaseline_fasttext_score": 0.9820935726165771, "text_quality_dolma3_fasttext_score": 0.9899412393569946, "custom_fasttext_val_fasttext_score": 7.891654968261719e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00013387203216552734, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.828125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.359375, "within_sample_repetition_detection": 4.0 }, "64": { "detoxify": 1, "length_chars": 550, "length_tokens": 2713, "length_tokens_text_only": 410, "length_tokens_trainable_only": 346, "length_images": 1, "iqa_live_mean": 0.5353993502530184, "iqa_live_min": 0.5353993502530184, "iqa_live_max": 0.5353993502530184, "iqa_csiq_mean": 0.815739095211029, "iqa_csiq_min": 0.815739095211029, "iqa_csiq_max": 0.815739095211029, "iqa_tid2013_mean": 0.3065692583719889, "iqa_tid2013_min": 0.3065692583719889, "iqa_tid2013_max": 0.3065692583719889, "iqa_kadid10k_mean": 0.3970947265625, "iqa_kadid10k_min": 0.3970947265625, "iqa_kadid10k_max": 0.3970947265625, "iqa_flive_mean": 0.6674647475733902, "iqa_flive_min": 0.6674647475733902, "iqa_flive_max": 0.6674647475733902, "iqa_spaq_mean": 0.5085587935014205, "iqa_spaq_min": 0.5085587935014205, "iqa_spaq_max": 0.5085587935014205, "iqa_clive_mean": 0.5232180585764876, "iqa_clive_min": 0.5232180585764876, "iqa_clive_max": 0.5232180585764876, "iqa_koniq10k_mean": 0.5386001509849472, "iqa_koniq10k_min": 0.5386001509849472, "iqa_koniq10k_max": 0.5386001509849472, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8838754296302795 }, { "lang": "en", "score": 0.040527962148189545 }, { "lang": "ko", "score": 0.0111972251906991 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5353993502530184, "iqa_v2_live_min": 0.5353993502530184, "iqa_v2_live_max": 0.5353993502530184, "iqa_v2_csiq_mean": 0.815739095211029, "iqa_v2_csiq_min": 0.815739095211029, "iqa_v2_csiq_max": 0.815739095211029, "iqa_v2_tid2013_mean": 0.3065692583719889, "iqa_v2_tid2013_min": 0.3065692583719889, "iqa_v2_tid2013_max": 0.3065692583719889, "iqa_v2_kadid10k_mean": 0.3970947265625, "iqa_v2_kadid10k_min": 0.3970947265625, "iqa_v2_kadid10k_max": 0.3970947265625, "iqa_v2_flive_mean": 0.6674647475733902, "iqa_v2_flive_min": 0.6674647475733902, "iqa_v2_flive_max": 0.6674647475733902, "iqa_v2_spaq_mean": 0.5085587935014205, "iqa_v2_spaq_min": 0.5085587935014205, "iqa_v2_spaq_max": 0.5085587935014205, "iqa_v2_clive_mean": 0.5232180585764876, "iqa_v2_clive_min": 0.5232180585764876, "iqa_v2_clive_max": 0.5232180585764876, "iqa_v2_koniq10k_mean": 0.5386001509849472, "iqa_v2_koniq10k_min": 0.5386001509849472, "iqa_v2_koniq10k_max": 0.5386001509849472, "imdecont": { "jpg": 0.4122667908668518 }, "imdecont_image_match": { "jpg": 215263 }, "imdecont_max": 0.4122667908668518, "imdecont_mean": 0.4122667908668518, "imdecont_min": 0.4122667908668518, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.90625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.90625, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.90625, "clip_score_dfn_public_prev_turn_only_min": 1.5859375, "clip_score_dfn_public_prev_turn_only_mean": 1.5859375, "clip_score_dfn_public_prev_turn_only_max": 1.5859375, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.4921875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.4921875, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.4921875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.46875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.46875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.46875, "clip_score_clip_vitl14_224_next_turn_only_min": 22.265625, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.265625, "clip_score_clip_vitl14_224_next_turn_only_max": 22.265625, "clip_score_dfn_public_next_turn_only_min": 2.189453125, "clip_score_dfn_public_next_turn_only_mean": 2.189453125, "clip_score_dfn_public_next_turn_only_max": 2.189453125, "clip_score_siglip2_b16_224_next_turn_only_min": -7.5625, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.5625, "clip_score_siglip2_b16_224_next_turn_only_max": -7.5625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.46875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.46875, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.265625, "clip_score_dfn_public_prev_and_next_turn_min": 2.357421875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.357421875, "clip_score_dfn_public_prev_and_next_turn_max": 2.357421875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.65625, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4862.72 }, "im_clarity_mean": 4862.72, "im_clarity_min": 4862.72, "im_clarity_max": 4862.72, "im_luma": { "jpg": 200.66 }, "im_luma_mean": 200.66, "im_luma_min": 200.66, "im_luma_max": 200.66, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 5.24 }, "im_entropy_mean": 5.24, "im_entropy_min": 5.24, "im_entropy_max": 5.24, "unifilter_score_qwen2_5_1_5b": -0.3671875, "unifilter_score_qwen3_0_6b": -2.34765625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8838754296302795, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.040527962148189545, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.0111972251906991, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.29877153038978577, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.3343280255794525, "text_quality_nvidia_domain_label": "Jobs_and_Education", "text_quality_nvidia_domain_score": 0.9874342083930969, "text_quality_nvidia_edu_nemotron4_score": 1.6552734375, "text_quality_nvidia_edu_mixtral_score": 1.2021484375, "text_quality_dclmbaseline_fasttext_score": 0.06423389911651611, "text_quality_dolma3_fasttext_score": 0.8868274092674255, "custom_fasttext_val_fasttext_score": 0.0003390312194824219, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 9.131431579589844e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.953125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.234375, "within_sample_repetition_detection": 0.0 }, "69": { "detoxify": 1, "length_chars": 404, "length_tokens": 1088, "length_tokens_text_only": 321, "length_tokens_trainable_only": 262, "length_images": 1, "iqa_live_mean": 0.5200012284095841, "iqa_live_min": 0.5200012284095841, "iqa_live_max": 0.5200012284095841, "iqa_csiq_mean": 0.709537923336029, "iqa_csiq_min": 0.709537923336029, "iqa_csiq_max": 0.709537923336029, "iqa_tid2013_mean": 0.3610397444831, "iqa_tid2013_min": 0.3610397444831, "iqa_tid2013_max": 0.3610397444831, "iqa_kadid10k_mean": 0.3577880859375, "iqa_kadid10k_min": 0.3577880859375, "iqa_kadid10k_max": 0.3577880859375, "iqa_flive_mean": 0.6607077242148044, "iqa_flive_min": 0.6607077242148044, "iqa_flive_max": 0.6607077242148044, "iqa_spaq_mean": 0.5191826097892993, "iqa_spaq_min": 0.5191826097892993, "iqa_spaq_max": 0.5191826097892993, "iqa_clive_mean": 0.4748757487595684, "iqa_clive_min": 0.4748757487595684, "iqa_clive_max": 0.4748757487595684, "iqa_koniq10k_mean": 0.5010370196718159, "iqa_koniq10k_min": 0.5010370196718159, "iqa_koniq10k_max": 0.5010370196718159, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8641350865364075 }, { "lang": "en", "score": 0.030607206746935844 }, { "lang": "ko", "score": 0.02008700557053089 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5200012284095841, "iqa_v2_live_min": 0.5200012284095841, "iqa_v2_live_max": 0.5200012284095841, "iqa_v2_csiq_mean": 0.709537923336029, "iqa_v2_csiq_min": 0.709537923336029, "iqa_v2_csiq_max": 0.709537923336029, "iqa_v2_tid2013_mean": 0.3610397444831, "iqa_v2_tid2013_min": 0.3610397444831, "iqa_v2_tid2013_max": 0.3610397444831, "iqa_v2_kadid10k_mean": 0.3577880859375, "iqa_v2_kadid10k_min": 0.3577880859375, "iqa_v2_kadid10k_max": 0.3577880859375, "iqa_v2_flive_mean": 0.6607077242148044, "iqa_v2_flive_min": 0.6607077242148044, "iqa_v2_flive_max": 0.6607077242148044, "iqa_v2_spaq_mean": 0.5191826097892993, "iqa_v2_spaq_min": 0.5191826097892993, "iqa_v2_spaq_max": 0.5191826097892993, "iqa_v2_clive_mean": 0.4748757487595684, "iqa_v2_clive_min": 0.4748757487595684, "iqa_v2_clive_max": 0.4748757487595684, "iqa_v2_koniq10k_mean": 0.5010370196718159, "iqa_v2_koniq10k_min": 0.5010370196718159, "iqa_v2_koniq10k_max": 0.5010370196718159, "imdecont": { "jpg": 0.3749479055404663 }, "imdecont_image_match": { "jpg": 105021 }, "imdecont_max": 0.3749479055404663, "imdecont_mean": 0.3749479055404663, "imdecont_min": 0.3749479055404663, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.5390625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.5390625, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.5390625, "clip_score_dfn_public_prev_turn_only_min": 2.44921875, "clip_score_dfn_public_prev_turn_only_mean": 2.44921875, "clip_score_dfn_public_prev_turn_only_max": 2.44921875, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.515625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.515625, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.515625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.578125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.578125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.578125, "clip_score_clip_vitl14_224_next_turn_only_min": 28.265625, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.265625, "clip_score_clip_vitl14_224_next_turn_only_max": 28.265625, "clip_score_dfn_public_next_turn_only_min": 2.72265625, "clip_score_dfn_public_next_turn_only_mean": 2.72265625, "clip_score_dfn_public_next_turn_only_max": 2.72265625, "clip_score_siglip2_b16_224_next_turn_only_min": -2.390625, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.390625, "clip_score_siglip2_b16_224_next_turn_only_max": -2.390625, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.703125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.703125, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.8125, "clip_score_dfn_public_prev_and_next_turn_min": 2.22265625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.22265625, "clip_score_dfn_public_prev_and_next_turn_max": 2.22265625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.4296875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.4296875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.4296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.515625, "im_height": { "jpg": 1136 }, "im_height_mean": 1136.0, "im_height_min": 1136, "im_height_max": 1136, "im_width": { "jpg": 640 }, "im_width_mean": 640.0, "im_width_min": 640, "im_width_max": 640, "im_ar": { "jpg": 0.5634 }, "im_ar_mean": 0.5634, "im_ar_min": 0.5634, "im_ar_max": 0.5634, "im_kilobytes": { "jpg": 2130.0 }, "im_kilobytes_mean": 2130.0, "im_kilobytes_min": 2130.0, "im_kilobytes_max": 2130.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4083.66 }, "im_clarity_mean": 4083.66, "im_clarity_min": 4083.66, "im_clarity_max": 4083.66, "im_luma": { "jpg": 235.74 }, "im_luma_mean": 235.74, "im_luma_min": 235.74, "im_luma_max": 235.74, "im_saturation": { "jpg": 3.98 }, "im_saturation_mean": 3.98, "im_saturation_min": 3.98, "im_saturation_max": 3.98, "im_entropy": { "jpg": 2.86 }, "im_entropy_mean": 2.86, "im_entropy_min": 2.86, "im_entropy_max": 2.86, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8641350865364075, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.030607206746935844, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.02008700557053089, "text_quality_weborganizer_topic_label": "Health", "text_quality_weborganizer_topic_score": 0.27046969532966614, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.48728588223457336, "text_quality_nvidia_domain_label": "Beauty_and_Fitness", "text_quality_nvidia_domain_score": 0.9999053478240967, "text_quality_nvidia_edu_nemotron4_score": 0.52685546875, "text_quality_nvidia_edu_mixtral_score": 0.196044921875, "text_quality_dclmbaseline_fasttext_score": 0.4851486086845398, "text_quality_dolma3_fasttext_score": 0.5226352214813232, "custom_fasttext_val_fasttext_score": 0.0007483959197998047, "custom_fasttext_core_fasttext_score": 9.417533874511719e-06, "custom_fasttext_val_clean_fasttext_score": 6.771087646484375e-05, "custom_fasttext_core_clean_fasttext_score": 0.0020558834075927734, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.96875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.40625, "within_sample_repetition_detection": 2.0 }, "83": { "detoxify": 1, "length_chars": 326, "length_tokens": 2537, "length_tokens_text_only": 233, "length_tokens_trainable_only": 169, "length_images": 1, "iqa_live_mean": 0.472958535859079, "iqa_live_min": 0.472958535859079, "iqa_live_max": 0.472958535859079, "iqa_csiq_mean": 0.680485188961029, "iqa_csiq_min": 0.680485188961029, "iqa_csiq_max": 0.680485188961029, "iqa_tid2013_mean": 0.3951109250386556, "iqa_tid2013_min": 0.3951109250386556, "iqa_tid2013_max": 0.3951109250386556, "iqa_kadid10k_mean": 0.3336181640625, "iqa_kadid10k_min": 0.3336181640625, "iqa_kadid10k_max": 0.3336181640625, "iqa_flive_mean": 0.6432023481889205, "iqa_flive_min": 0.6432023481889205, "iqa_flive_max": 0.6432023481889205, "iqa_spaq_mean": 0.5270148383246528, "iqa_spaq_min": 0.5270148383246528, "iqa_spaq_max": 0.5270148383246528, "iqa_clive_mean": 0.47063657972547746, "iqa_clive_min": 0.47063657972547746, "iqa_clive_max": 0.47063657972547746, "iqa_koniq10k_mean": 0.4558192166415128, "iqa_koniq10k_min": 0.4558192166415128, "iqa_koniq10k_max": 0.4558192166415128, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.6315029859542847 }, { "lang": "en", "score": 0.18382683396339417 }, { "lang": "ja", "score": 0.03616075590252876 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.472958535859079, "iqa_v2_live_min": 0.472958535859079, "iqa_v2_live_max": 0.472958535859079, "iqa_v2_csiq_mean": 0.680485188961029, "iqa_v2_csiq_min": 0.680485188961029, "iqa_v2_csiq_max": 0.680485188961029, "iqa_v2_tid2013_mean": 0.3951109250386556, "iqa_v2_tid2013_min": 0.3951109250386556, "iqa_v2_tid2013_max": 0.3951109250386556, "iqa_v2_kadid10k_mean": 0.3336181640625, "iqa_v2_kadid10k_min": 0.3336181640625, "iqa_v2_kadid10k_max": 0.3336181640625, "iqa_v2_flive_mean": 0.6432023481889205, "iqa_v2_flive_min": 0.6432023481889205, "iqa_v2_flive_max": 0.6432023481889205, "iqa_v2_spaq_mean": 0.5270148383246528, "iqa_v2_spaq_min": 0.5270148383246528, "iqa_v2_spaq_max": 0.5270148383246528, "iqa_v2_clive_mean": 0.47063657972547746, "iqa_v2_clive_min": 0.47063657972547746, "iqa_v2_clive_max": 0.47063657972547746, "iqa_v2_koniq10k_mean": 0.4558192166415128, "iqa_v2_koniq10k_min": 0.4558192166415128, "iqa_v2_koniq10k_max": 0.4558192166415128, "imdecont": { "jpg": 0.2753685712814331 }, "imdecont_image_match": { "jpg": 108046 }, "imdecont_max": 0.2753685712814331, "imdecont_mean": 0.2753685712814331, "imdecont_min": 0.2753685712814331, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.90625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.90625, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.90625, "clip_score_dfn_public_prev_turn_only_min": 1.8486328125, "clip_score_dfn_public_prev_turn_only_mean": 1.8486328125, "clip_score_dfn_public_prev_turn_only_max": 1.8486328125, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.546875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.546875, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.546875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 16.765625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 16.765625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 16.765625, "clip_score_clip_vitl14_224_next_turn_only_min": 24.609375, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.609375, "clip_score_clip_vitl14_224_next_turn_only_max": 24.609375, "clip_score_dfn_public_next_turn_only_min": 2.20703125, "clip_score_dfn_public_next_turn_only_mean": 2.20703125, "clip_score_dfn_public_next_turn_only_max": 2.20703125, "clip_score_siglip2_b16_224_next_turn_only_min": -2.890625, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.890625, "clip_score_siglip2_b16_224_next_turn_only_max": -2.890625, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.84375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.84375, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.84375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.5, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.5, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.5, "clip_score_dfn_public_prev_and_next_turn_min": 1.76953125, "clip_score_dfn_public_prev_and_next_turn_mean": 1.76953125, "clip_score_dfn_public_prev_and_next_turn_max": 1.76953125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -8.5390625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -8.5390625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -8.5390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 19.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 19.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 19.609375, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2268.78 }, "im_clarity_mean": 2268.78, "im_clarity_min": 2268.78, "im_clarity_max": 2268.78, "im_luma": { "jpg": 213.19 }, "im_luma_mean": 213.19, "im_luma_min": 213.19, "im_luma_max": 213.19, "im_saturation": { "jpg": 7.76 }, "im_saturation_mean": 7.76, "im_saturation_min": 7.76, "im_saturation_max": 7.76, "im_entropy": { "jpg": 5.32 }, "im_entropy_mean": 5.32, "im_entropy_min": 5.32, "im_entropy_max": 5.32, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.6315029859542847, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.18382683396339417, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.03616075590252876, "text_quality_weborganizer_topic_label": "Hardware", "text_quality_weborganizer_topic_score": 0.2707269787788391, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.6904273629188538, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.9619019031524658, "text_quality_nvidia_edu_nemotron4_score": 1.587890625, "text_quality_nvidia_edu_mixtral_score": 0.94287109375, "text_quality_dclmbaseline_fasttext_score": 0.6793325543403625, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.00040024518966674805, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00023299455642700195, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.6875, "within_sample_repetition_detection": 4.0 }, "80": { "detoxify": 1, "length_chars": 351, "length_tokens": 2570, "length_tokens_text_only": 267, "length_tokens_trainable_only": 202, "length_images": 1, "iqa_live_mean": 0.432199381818675, "iqa_live_min": 0.432199381818675, "iqa_live_max": 0.432199381818675, "iqa_csiq_mean": 0.597233235836029, "iqa_csiq_min": 0.597233235836029, "iqa_csiq_max": 0.597233235836029, "iqa_tid2013_mean": 0.3343470361497667, "iqa_tid2013_min": 0.3343470361497667, "iqa_tid2013_max": 0.3343470361497667, "iqa_kadid10k_mean": 0.2904052734375, "iqa_kadid10k_min": 0.2904052734375, "iqa_kadid10k_max": 0.2904052734375, "iqa_flive_mean": 0.5969746907552084, "iqa_flive_min": 0.5969746907552084, "iqa_flive_max": 0.5969746907552084, "iqa_spaq_mean": 0.42732654918323865, "iqa_spaq_min": 0.42732654918323865, "iqa_spaq_max": 0.42732654918323865, "iqa_clive_mean": 0.37493838685931585, "iqa_clive_min": 0.37493838685931585, "iqa_clive_max": 0.37493838685931585, "iqa_koniq10k_mean": 0.4785464893687856, "iqa_koniq10k_min": 0.4785464893687856, "iqa_koniq10k_max": 0.4785464893687856, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8924670815467834 }, { "lang": "en", "score": 0.03418297320604324 }, { "lang": "ja", "score": 0.03306875750422478 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.432199381818675, "iqa_v2_live_min": 0.432199381818675, "iqa_v2_live_max": 0.432199381818675, "iqa_v2_csiq_mean": 0.597233235836029, "iqa_v2_csiq_min": 0.597233235836029, "iqa_v2_csiq_max": 0.597233235836029, "iqa_v2_tid2013_mean": 0.3343470361497667, "iqa_v2_tid2013_min": 0.3343470361497667, "iqa_v2_tid2013_max": 0.3343470361497667, "iqa_v2_kadid10k_mean": 0.2904052734375, "iqa_v2_kadid10k_min": 0.2904052734375, "iqa_v2_kadid10k_max": 0.2904052734375, "iqa_v2_flive_mean": 0.5969746907552084, "iqa_v2_flive_min": 0.5969746907552084, "iqa_v2_flive_max": 0.5969746907552084, "iqa_v2_spaq_mean": 0.42732654918323865, "iqa_v2_spaq_min": 0.42732654918323865, "iqa_v2_spaq_max": 0.42732654918323865, "iqa_v2_clive_mean": 0.37493838685931585, "iqa_v2_clive_min": 0.37493838685931585, "iqa_v2_clive_max": 0.37493838685931585, "iqa_v2_koniq10k_mean": 0.4785464893687856, "iqa_v2_koniq10k_min": 0.4785464893687856, "iqa_v2_koniq10k_max": 0.4785464893687856, "imdecont": { "jpg": 0.36363470554351807 }, "imdecont_image_match": { "jpg": 243160 }, "imdecont_max": 0.36363470554351807, "imdecont_mean": 0.36363470554351807, "imdecont_min": 0.36363470554351807, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.953125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.953125, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.953125, "clip_score_dfn_public_prev_turn_only_min": 2.498046875, "clip_score_dfn_public_prev_turn_only_mean": 2.498046875, "clip_score_dfn_public_prev_turn_only_max": 2.498046875, "clip_score_siglip2_b16_224_prev_turn_only_min": -6.3125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -6.3125, "clip_score_siglip2_b16_224_prev_turn_only_max": -6.3125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.625, "clip_score_clip_vitl14_224_next_turn_only_min": 27.703125, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.703125, "clip_score_clip_vitl14_224_next_turn_only_max": 27.703125, "clip_score_dfn_public_next_turn_only_min": 1.9560546875, "clip_score_dfn_public_next_turn_only_mean": 1.9560546875, "clip_score_dfn_public_next_turn_only_max": 1.9560546875, "clip_score_siglip2_b16_224_next_turn_only_min": -5.46875, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.46875, "clip_score_siglip2_b16_224_next_turn_only_max": -5.46875, "clip_score_longclip_vitl14_224_next_turn_only_min": 26.375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 26.375, "clip_score_longclip_vitl14_224_next_turn_only_max": 26.375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.65625, "clip_score_dfn_public_prev_and_next_turn_min": 3.591796875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.591796875, "clip_score_dfn_public_prev_and_next_turn_max": 3.591796875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.1640625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.1640625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.1640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.40625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.40625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.40625, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1299.65 }, "im_clarity_mean": 1299.65, "im_clarity_min": 1299.65, "im_clarity_max": 1299.65, "im_luma": { "jpg": 215.92 }, "im_luma_mean": 215.92, "im_luma_min": 215.92, "im_luma_max": 215.92, "im_saturation": { "jpg": 4.11 }, "im_saturation_mean": 4.11, "im_saturation_min": 4.11, "im_saturation_max": 4.11, "im_entropy": { "jpg": 3.04 }, "im_entropy_mean": 3.04, "im_entropy_min": 3.04, "im_entropy_max": 3.04, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8924670815467834, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.03418297320604324, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.03306875750422478, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.38721954822540283, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.5878674983978271, "text_quality_nvidia_domain_label": "Games", "text_quality_nvidia_domain_score": 0.7009263634681702, "text_quality_nvidia_edu_nemotron4_score": 1.15625, "text_quality_nvidia_edu_mixtral_score": 0.849609375, "text_quality_dclmbaseline_fasttext_score": 0.996810793876648, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 2.7418136596679688e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 5.614757537841797e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.78125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.34375, "within_sample_repetition_detection": 4.0 }, "86": { "detoxify": 1, "length_chars": 698, "length_tokens": 2825, "length_tokens_text_only": 521, "length_tokens_trainable_only": 457, "length_images": 1, "iqa_live_mean": 0.5677344196974629, "iqa_live_min": 0.5677344196974629, "iqa_live_max": 0.5677344196974629, "iqa_csiq_mean": 0.700016438961029, "iqa_csiq_min": 0.700016438961029, "iqa_csiq_max": 0.700016438961029, "iqa_tid2013_mean": 0.38257837295532227, "iqa_tid2013_min": 0.38257837295532227, "iqa_tid2013_max": 0.38257837295532227, "iqa_kadid10k_mean": 0.3909912109375, "iqa_kadid10k_min": 0.3909912109375, "iqa_kadid10k_max": 0.3909912109375, "iqa_flive_mean": 0.6336648343789457, "iqa_flive_min": 0.6336648343789457, "iqa_flive_max": 0.6336648343789457, "iqa_spaq_mean": 0.4857969958372791, "iqa_spaq_min": 0.4857969958372791, "iqa_spaq_max": 0.4857969958372791, "iqa_clive_mean": 0.49490761034416436, "iqa_clive_min": 0.49490761034416436, "iqa_clive_max": 0.49490761034416436, "iqa_koniq10k_mean": 0.5458602519950482, "iqa_koniq10k_min": 0.5458602519950482, "iqa_koniq10k_max": 0.5458602519950482, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.84005206823349 }, { "lang": "ja", "score": 0.08583231270313263 }, { "lang": "en", "score": 0.0360557958483696 } ], "digit_sequence_filter": 3, "iqa_v2_live_mean": 0.5677344196974629, "iqa_v2_live_min": 0.5677344196974629, "iqa_v2_live_max": 0.5677344196974629, "iqa_v2_csiq_mean": 0.700016438961029, "iqa_v2_csiq_min": 0.700016438961029, "iqa_v2_csiq_max": 0.700016438961029, "iqa_v2_tid2013_mean": 0.38257837295532227, "iqa_v2_tid2013_min": 0.38257837295532227, "iqa_v2_tid2013_max": 0.38257837295532227, "iqa_v2_kadid10k_mean": 0.3909912109375, "iqa_v2_kadid10k_min": 0.3909912109375, "iqa_v2_kadid10k_max": 0.3909912109375, "iqa_v2_flive_mean": 0.6336648343789457, "iqa_v2_flive_min": 0.6336648343789457, "iqa_v2_flive_max": 0.6336648343789457, "iqa_v2_spaq_mean": 0.4857969958372791, "iqa_v2_spaq_min": 0.4857969958372791, "iqa_v2_spaq_max": 0.4857969958372791, "iqa_v2_clive_mean": 0.49490761034416436, "iqa_v2_clive_min": 0.49490761034416436, "iqa_v2_clive_max": 0.49490761034416436, "iqa_v2_koniq10k_mean": 0.5458602519950482, "iqa_v2_koniq10k_min": 0.5458602519950482, "iqa_v2_koniq10k_max": 0.5458602519950482, "imdecont": { "jpg": 0.3891671895980835 }, "imdecont_image_match": { "jpg": 189228 }, "imdecont_max": 0.3891671895980835, "imdecont_mean": 0.3891671895980835, "imdecont_min": 0.3891671895980835, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.796875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.796875, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.796875, "clip_score_dfn_public_prev_turn_only_min": 0.1634521484375, "clip_score_dfn_public_prev_turn_only_mean": 0.1634521484375, "clip_score_dfn_public_prev_turn_only_max": 0.1634521484375, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.3203125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.3203125, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.3203125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.453125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.453125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.453125, "clip_score_clip_vitl14_224_next_turn_only_min": 23.609375, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.609375, "clip_score_clip_vitl14_224_next_turn_only_max": 23.609375, "clip_score_dfn_public_next_turn_only_min": 1.69921875, "clip_score_dfn_public_next_turn_only_mean": 1.69921875, "clip_score_dfn_public_next_turn_only_max": 1.69921875, "clip_score_siglip2_b16_224_next_turn_only_min": -4.6640625, "clip_score_siglip2_b16_224_next_turn_only_mean": -4.6640625, "clip_score_siglip2_b16_224_next_turn_only_max": -4.6640625, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.6875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.6875, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.34375, "clip_score_dfn_public_prev_and_next_turn_min": 2.451171875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.451171875, "clip_score_dfn_public_prev_and_next_turn_max": 2.451171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.921875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.921875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.09375, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4848.81 }, "im_clarity_mean": 4848.81, "im_clarity_min": 4848.81, "im_clarity_max": 4848.81, "im_luma": { "jpg": 223.39 }, "im_luma_mean": 223.39, "im_luma_min": 223.39, "im_luma_max": 223.39, "im_saturation": { "jpg": 7.13 }, "im_saturation_mean": 7.13, "im_saturation_min": 7.13, "im_saturation_max": 7.13, "im_entropy": { "jpg": 3.9 }, "im_entropy_mean": 3.9, "im_entropy_min": 3.9, "im_entropy_max": 3.9, "unifilter_score_qwen2_5_1_5b": 1.0810546875, "unifilter_score_qwen3_0_6b": -2.248046875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.84005206823349, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.08583231270313263, "language_detection_annotation_nllb_2_lan": "en", "language_detection_annotation_nllb_2_score": 0.0360557958483696, "text_quality_weborganizer_topic_label": "Hardware", "text_quality_weborganizer_topic_score": 0.6630958914756775, "text_quality_weborganizer_format_label": "Product Page", "text_quality_weborganizer_format_score": 0.362919420003891, "text_quality_nvidia_domain_label": "Internet_and_Telecom", "text_quality_nvidia_domain_score": 0.9984225034713745, "text_quality_nvidia_edu_nemotron4_score": 1.2587890625, "text_quality_nvidia_edu_mixtral_score": 0.9609375, "text_quality_dclmbaseline_fasttext_score": 0.1884920597076416, "text_quality_dolma3_fasttext_score": 0.9678757786750793, "custom_fasttext_val_fasttext_score": 0.0004673004150390625, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0016681551933288574, "custom_fasttext_core_clean_fasttext_score": 0.00035190582275390625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 2.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.671875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.140625, "within_sample_repetition_detection": 4.0 }, "88": { "detoxify": 1, "length_chars": 372, "length_tokens": 2608, "length_tokens_text_only": 304, "length_tokens_trainable_only": 241, "length_images": 1, "iqa_live_mean": 0.3004127271247632, "iqa_live_min": 0.3004127271247632, "iqa_live_max": 0.3004127271247632, "iqa_csiq_mean": 0.515690267086029, "iqa_csiq_min": 0.515690267086029, "iqa_csiq_max": 0.515690267086029, "iqa_tid2013_mean": 0.28714651531643337, "iqa_tid2013_min": 0.28714651531643337, "iqa_tid2013_max": 0.28714651531643337, "iqa_kadid10k_mean": 0.2623291015625, "iqa_kadid10k_min": 0.2623291015625, "iqa_kadid10k_max": 0.2623291015625, "iqa_flive_mean": 0.6024394950481377, "iqa_flive_min": 0.6024394950481377, "iqa_flive_max": 0.6024394950481377, "iqa_spaq_mean": 0.4594840618095013, "iqa_spaq_min": 0.4594840618095013, "iqa_spaq_max": 0.4594840618095013, "iqa_clive_mean": 0.21087588685931583, "iqa_clive_min": 0.21087588685931583, "iqa_clive_max": 0.21087588685931583, "iqa_koniq10k_mean": 0.43261845906575525, "iqa_koniq10k_min": 0.43261845906575525, "iqa_koniq10k_max": 0.43261845906575525, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8766329884529114 }, { "lang": "ja", "score": 0.04361690953373909 }, { "lang": "en", "score": 0.027532540261745453 } ], "digit_sequence_filter": 3, "iqa_v2_live_mean": 0.3004127271247632, "iqa_v2_live_min": 0.3004127271247632, "iqa_v2_live_max": 0.3004127271247632, "iqa_v2_csiq_mean": 0.515690267086029, "iqa_v2_csiq_min": 0.515690267086029, "iqa_v2_csiq_max": 0.515690267086029, "iqa_v2_tid2013_mean": 0.28714651531643337, "iqa_v2_tid2013_min": 0.28714651531643337, "iqa_v2_tid2013_max": 0.28714651531643337, "iqa_v2_kadid10k_mean": 0.2623291015625, "iqa_v2_kadid10k_min": 0.2623291015625, "iqa_v2_kadid10k_max": 0.2623291015625, "iqa_v2_flive_mean": 0.6024394950481377, "iqa_v2_flive_min": 0.6024394950481377, "iqa_v2_flive_max": 0.6024394950481377, "iqa_v2_spaq_mean": 0.4594840618095013, "iqa_v2_spaq_min": 0.4594840618095013, "iqa_v2_spaq_max": 0.4594840618095013, "iqa_v2_clive_mean": 0.21087588685931583, "iqa_v2_clive_min": 0.21087588685931583, "iqa_v2_clive_max": 0.21087588685931583, "iqa_v2_koniq10k_mean": 0.43261845906575525, "iqa_v2_koniq10k_min": 0.43261845906575525, "iqa_v2_koniq10k_max": 0.43261845906575525, "imdecont": { "jpg": 0.39611291885375977 }, "imdecont_image_match": { "jpg": 215251 }, "imdecont_max": 0.39611291885375977, "imdecont_mean": 0.39611291885375977, "imdecont_min": 0.39611291885375977, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.9375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.9375, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.9375, "clip_score_dfn_public_prev_turn_only_min": 3.296875, "clip_score_dfn_public_prev_turn_only_mean": 3.296875, "clip_score_dfn_public_prev_turn_only_max": 3.296875, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.171875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.171875, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.171875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.671875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.671875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.671875, "clip_score_clip_vitl14_224_next_turn_only_min": 21.6875, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.6875, "clip_score_clip_vitl14_224_next_turn_only_max": 21.6875, "clip_score_dfn_public_next_turn_only_min": 1.6435546875, "clip_score_dfn_public_next_turn_only_mean": 1.6435546875, "clip_score_dfn_public_next_turn_only_max": 1.6435546875, "clip_score_siglip2_b16_224_next_turn_only_min": -7.4765625, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.4765625, "clip_score_siglip2_b16_224_next_turn_only_max": -7.4765625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.28125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.28125, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.84375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.84375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.84375, "clip_score_dfn_public_prev_and_next_turn_min": 0.4765625, "clip_score_dfn_public_prev_and_next_turn_mean": 0.4765625, "clip_score_dfn_public_prev_and_next_turn_max": 0.4765625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.796875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.796875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.96875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2074.11 }, "im_clarity_mean": 2074.11, "im_clarity_min": 2074.11, "im_clarity_max": 2074.11, "im_luma": { "jpg": 244.31 }, "im_luma_mean": 244.31, "im_luma_min": 244.31, "im_luma_max": 244.31, "im_saturation": { "jpg": 0.81 }, "im_saturation_mean": 0.81, "im_saturation_min": 0.81, "im_saturation_max": 0.81, "im_entropy": { "jpg": 1.3 }, "im_entropy_mean": 1.3, "im_entropy_min": 1.3, "im_entropy_max": 1.3, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8766329884529114, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.04361690953373909, "language_detection_annotation_nllb_2_lan": "en", "language_detection_annotation_nllb_2_score": 0.027532540261745453, "text_quality_weborganizer_topic_label": "Finance & Business", "text_quality_weborganizer_topic_score": 0.7021579742431641, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.4172112047672272, "text_quality_nvidia_domain_label": "Jobs_and_Education", "text_quality_nvidia_domain_score": 0.9555431008338928, "text_quality_nvidia_edu_nemotron4_score": 1.509765625, "text_quality_nvidia_edu_mixtral_score": 0.845703125, "text_quality_dclmbaseline_fasttext_score": 0.9999278783798218, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 6.580352783203125e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 2.9802322387695312e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.828125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.453125, "within_sample_repetition_detection": 8.0 }, "75": { "detoxify": 1, "length_chars": 443, "length_tokens": 2635, "length_tokens_text_only": 332, "length_tokens_trainable_only": 273, "length_images": 1, "iqa_live_mean": 0.26127131298334905, "iqa_live_min": 0.26127131298334905, "iqa_live_max": 0.26127131298334905, "iqa_csiq_mean": 0.48343318700790405, "iqa_csiq_min": 0.48343318700790405, "iqa_csiq_max": 0.48343318700790405, "iqa_tid2013_mean": 0.20489825142754448, "iqa_tid2013_min": 0.20489825142754448, "iqa_tid2013_max": 0.20489825142754448, "iqa_kadid10k_mean": 0.2244873046875, "iqa_kadid10k_min": 0.2244873046875, "iqa_kadid10k_max": 0.2244873046875, "iqa_flive_mean": 0.5888070771188447, "iqa_flive_min": 0.5888070771188447, "iqa_flive_max": 0.5888070771188447, "iqa_spaq_mean": 0.48485002614030936, "iqa_spaq_min": 0.48485002614030936, "iqa_spaq_max": 0.48485002614030936, "iqa_clive_mean": 0.3646006343340633, "iqa_clive_min": 0.3646006343340633, "iqa_clive_max": 0.3646006343340633, "iqa_koniq10k_mean": 0.4714442166415128, "iqa_koniq10k_min": 0.4714442166415128, "iqa_koniq10k_max": 0.4714442166415128, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9196279644966125 }, { "lang": "en", "score": 0.020359192043542862 }, { "lang": "ko", "score": 0.009089568629860878 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.26127131298334905, "iqa_v2_live_min": 0.26127131298334905, "iqa_v2_live_max": 0.26127131298334905, "iqa_v2_csiq_mean": 0.48343318700790405, "iqa_v2_csiq_min": 0.48343318700790405, "iqa_v2_csiq_max": 0.48343318700790405, "iqa_v2_tid2013_mean": 0.20489825142754448, "iqa_v2_tid2013_min": 0.20489825142754448, "iqa_v2_tid2013_max": 0.20489825142754448, "iqa_v2_kadid10k_mean": 0.2244873046875, "iqa_v2_kadid10k_min": 0.2244873046875, "iqa_v2_kadid10k_max": 0.2244873046875, "iqa_v2_flive_mean": 0.5888070771188447, "iqa_v2_flive_min": 0.5888070771188447, "iqa_v2_flive_max": 0.5888070771188447, "iqa_v2_spaq_mean": 0.48485002614030936, "iqa_v2_spaq_min": 0.48485002614030936, "iqa_v2_spaq_max": 0.48485002614030936, "iqa_v2_clive_mean": 0.3646006343340633, "iqa_v2_clive_min": 0.3646006343340633, "iqa_v2_clive_max": 0.3646006343340633, "iqa_v2_koniq10k_mean": 0.4714442166415128, "iqa_v2_koniq10k_min": 0.4714442166415128, "iqa_v2_koniq10k_max": 0.4714442166415128, "imdecont": { "jpg": 0.393964946269989 }, "imdecont_image_match": { "jpg": 105021 }, "imdecont_max": 0.393964946269989, "imdecont_mean": 0.393964946269989, "imdecont_min": 0.393964946269989, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.34375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.34375, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.34375, "clip_score_dfn_public_prev_turn_only_min": 2.1484375, "clip_score_dfn_public_prev_turn_only_mean": 2.1484375, "clip_score_dfn_public_prev_turn_only_max": 2.1484375, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.203125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.203125, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.203125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.796875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.796875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.796875, "clip_score_clip_vitl14_224_next_turn_only_min": 26.515625, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.515625, "clip_score_clip_vitl14_224_next_turn_only_max": 26.515625, "clip_score_dfn_public_next_turn_only_min": 2.84375, "clip_score_dfn_public_next_turn_only_mean": 2.84375, "clip_score_dfn_public_next_turn_only_max": 2.84375, "clip_score_siglip2_b16_224_next_turn_only_min": -10.0546875, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.0546875, "clip_score_siglip2_b16_224_next_turn_only_max": -10.0546875, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.46875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.46875, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.734375, "clip_score_dfn_public_prev_and_next_turn_min": 3.294921875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.294921875, "clip_score_dfn_public_prev_and_next_turn_max": 3.294921875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.265625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.265625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.640625, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4388.9 }, "im_clarity_mean": 4388.9, "im_clarity_min": 4388.9, "im_clarity_max": 4388.9, "im_luma": { "jpg": 229.86 }, "im_luma_mean": 229.86, "im_luma_min": 229.86, "im_luma_max": 229.86, "im_saturation": { "jpg": 1.27 }, "im_saturation_mean": 1.27, "im_saturation_min": 1.27, "im_saturation_max": 1.27, "im_entropy": { "jpg": 2.25 }, "im_entropy_mean": 2.25, "im_entropy_min": 2.25, "im_entropy_max": 2.25, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9196279644966125, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.020359192043542862, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.009089568629860878, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.5912882685661316, "text_quality_weborganizer_format_label": "News Article", "text_quality_weborganizer_format_score": 0.4435843229293823, "text_quality_nvidia_domain_label": "Travel_and_Transportation", "text_quality_nvidia_domain_score": 0.9995995163917542, "text_quality_nvidia_edu_nemotron4_score": 0.373046875, "text_quality_nvidia_edu_mixtral_score": 0.08056640625, "text_quality_dclmbaseline_fasttext_score": 0.47683316469192505, "text_quality_dolma3_fasttext_score": 0.0005037784576416016, "custom_fasttext_val_fasttext_score": 5.841255187988281e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0, "custom_fasttext_core_clean_fasttext_score": 0.0002059340476989746, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.921875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.34375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.578125, "within_sample_repetition_detection": 4.0 }, "82": { "detoxify": 1, "length_chars": 405, "length_tokens": 1101, "length_tokens_text_only": 334, "length_tokens_trainable_only": 267, "length_images": 1, "iqa_live_mean": 0.4419452782833214, "iqa_live_min": 0.4419452782833214, "iqa_live_max": 0.4419452782833214, "iqa_csiq_mean": 0.606632649898529, "iqa_csiq_min": 0.606632649898529, "iqa_csiq_max": 0.606632649898529, "iqa_tid2013_mean": 0.26566214031643337, "iqa_tid2013_min": 0.26566214031643337, "iqa_tid2013_max": 0.26566214031643337, "iqa_kadid10k_mean": 0.2877197265625, "iqa_kadid10k_min": 0.2877197265625, "iqa_kadid10k_max": 0.2877197265625, "iqa_flive_mean": 0.6200176200481377, "iqa_flive_min": 0.6200176200481377, "iqa_flive_max": 0.6200176200481377, "iqa_spaq_mean": 0.5719367133246528, "iqa_spaq_min": 0.5719367133246528, "iqa_spaq_max": 0.5719367133246528, "iqa_clive_mean": 0.572539396960326, "iqa_clive_min": 0.572539396960326, "iqa_clive_max": 0.572539396960326, "iqa_koniq10k_mean": 0.49204080755060375, "iqa_koniq10k_min": 0.49204080755060375, "iqa_koniq10k_max": 0.49204080755060375, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9243682622909546 }, { "lang": "ja", "score": 0.022950217127799988 }, { "lang": "en", "score": 0.01943879947066307 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4419452782833214, "iqa_v2_live_min": 0.4419452782833214, "iqa_v2_live_max": 0.4419452782833214, "iqa_v2_csiq_mean": 0.606632649898529, "iqa_v2_csiq_min": 0.606632649898529, "iqa_v2_csiq_max": 0.606632649898529, "iqa_v2_tid2013_mean": 0.26566214031643337, "iqa_v2_tid2013_min": 0.26566214031643337, "iqa_v2_tid2013_max": 0.26566214031643337, "iqa_v2_kadid10k_mean": 0.2877197265625, "iqa_v2_kadid10k_min": 0.2877197265625, "iqa_v2_kadid10k_max": 0.2877197265625, "iqa_v2_flive_mean": 0.6200176200481377, "iqa_v2_flive_min": 0.6200176200481377, "iqa_v2_flive_max": 0.6200176200481377, "iqa_v2_spaq_mean": 0.5719367133246528, "iqa_v2_spaq_min": 0.5719367133246528, "iqa_v2_spaq_max": 0.5719367133246528, "iqa_v2_clive_mean": 0.572539396960326, "iqa_v2_clive_min": 0.572539396960326, "iqa_v2_clive_max": 0.572539396960326, "iqa_v2_koniq10k_mean": 0.49204080755060375, "iqa_v2_koniq10k_min": 0.49204080755060375, "iqa_v2_koniq10k_max": 0.49204080755060375, "imdecont": { "jpg": 0.3959939479827881 }, "imdecont_image_match": { "jpg": 189130 }, "imdecont_max": 0.3959939479827881, "imdecont_mean": 0.3959939479827881, "imdecont_min": 0.3959939479827881, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.609375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.609375, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.609375, "clip_score_dfn_public_prev_turn_only_min": 3.310546875, "clip_score_dfn_public_prev_turn_only_mean": 3.310546875, "clip_score_dfn_public_prev_turn_only_max": 3.310546875, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.796875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.796875, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.796875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.171875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.171875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.171875, "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": 3.181640625, "clip_score_dfn_public_next_turn_only_mean": 3.181640625, "clip_score_dfn_public_next_turn_only_max": 3.181640625, "clip_score_siglip2_b16_224_next_turn_only_min": -7.53125, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.53125, "clip_score_siglip2_b16_224_next_turn_only_max": -7.53125, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.046875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.046875, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.484375, "clip_score_dfn_public_prev_and_next_turn_min": 3.271484375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.271484375, "clip_score_dfn_public_prev_and_next_turn_max": 3.271484375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.1953125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.1953125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.1953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.53125, "im_height": { "jpg": 960 }, "im_height_mean": 960.0, "im_height_min": 960, "im_height_max": 960, "im_width": { "jpg": 540 }, "im_width_mean": 540.0, "im_width_min": 540, "im_width_max": 540, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 1518.75 }, "im_kilobytes_mean": 1518.75, "im_kilobytes_min": 1518.75, "im_kilobytes_max": 1518.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5367.67 }, "im_clarity_mean": 5367.67, "im_clarity_min": 5367.67, "im_clarity_max": 5367.67, "im_luma": { "jpg": 221.86 }, "im_luma_mean": 221.86, "im_luma_min": 221.86, "im_luma_max": 221.86, "im_saturation": { "jpg": 0.49 }, "im_saturation_mean": 0.49, "im_saturation_min": 0.49, "im_saturation_max": 0.49, "im_entropy": { "jpg": 2.7 }, "im_entropy_mean": 2.7, "im_entropy_min": 2.7, "im_entropy_max": 2.7, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9243682622909546, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.022950217127799988, "language_detection_annotation_nllb_2_lan": "en", "language_detection_annotation_nllb_2_score": 0.01943879947066307, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.4056498408317566, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.6158176064491272, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.9979052543640137, "text_quality_nvidia_edu_nemotron4_score": 1.67578125, "text_quality_nvidia_edu_mixtral_score": 0.98291015625, "text_quality_dclmbaseline_fasttext_score": 0.9832897186279297, "text_quality_dolma3_fasttext_score": 0.9998180270195007, "custom_fasttext_val_fasttext_score": 0.00010919570922851562, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0002697110176086426, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 7.0 }, "60": { "detoxify": 1, "length_chars": 500, "length_tokens": 2637, "length_tokens_text_only": 334, "length_tokens_trainable_only": 270, "length_images": 1, "iqa_live_mean": 0.37340834646513965, "iqa_live_min": 0.37340834646513965, "iqa_live_max": 0.37340834646513965, "iqa_csiq_mean": 0.602238118648529, "iqa_csiq_min": 0.602238118648529, "iqa_csiq_max": 0.602238118648529, "iqa_tid2013_mean": 0.28052759170532227, "iqa_tid2013_min": 0.28052759170532227, "iqa_tid2013_max": 0.28052759170532227, "iqa_kadid10k_mean": 0.3468017578125, "iqa_kadid10k_min": 0.3468017578125, "iqa_kadid10k_max": 0.3468017578125, "iqa_flive_mean": 0.6137439458057135, "iqa_flive_min": 0.6137439458057135, "iqa_flive_max": 0.6137439458057135, "iqa_spaq_mean": 0.4793901539812185, "iqa_spaq_min": 0.4793901539812185, "iqa_spaq_max": 0.4793901539812185, "iqa_clive_mean": 0.4551546116067906, "iqa_clive_min": 0.4551546116067906, "iqa_clive_max": 0.4551546116067906, "iqa_koniq10k_mean": 0.44390318128797746, "iqa_koniq10k_min": 0.44390318128797746, "iqa_koniq10k_max": 0.44390318128797746, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9178356528282166 }, { "lang": "en", "score": 0.027834724634885788 }, { "lang": "ja", "score": 0.012390369549393654 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.37340834646513965, "iqa_v2_live_min": 0.37340834646513965, "iqa_v2_live_max": 0.37340834646513965, "iqa_v2_csiq_mean": 0.602238118648529, "iqa_v2_csiq_min": 0.602238118648529, "iqa_v2_csiq_max": 0.602238118648529, "iqa_v2_tid2013_mean": 0.28052759170532227, "iqa_v2_tid2013_min": 0.28052759170532227, "iqa_v2_tid2013_max": 0.28052759170532227, "iqa_v2_kadid10k_mean": 0.3468017578125, "iqa_v2_kadid10k_min": 0.3468017578125, "iqa_v2_kadid10k_max": 0.3468017578125, "iqa_v2_flive_mean": 0.6137439458057135, "iqa_v2_flive_min": 0.6137439458057135, "iqa_v2_flive_max": 0.6137439458057135, "iqa_v2_spaq_mean": 0.4793901539812185, "iqa_v2_spaq_min": 0.4793901539812185, "iqa_v2_spaq_max": 0.4793901539812185, "iqa_v2_clive_mean": 0.4551546116067906, "iqa_v2_clive_min": 0.4551546116067906, "iqa_v2_clive_max": 0.4551546116067906, "iqa_v2_koniq10k_mean": 0.44390318128797746, "iqa_v2_koniq10k_min": 0.44390318128797746, "iqa_v2_koniq10k_max": 0.44390318128797746, "imdecont": { "jpg": 0.3592841625213623 }, "imdecont_image_match": { "jpg": 215241 }, "imdecont_max": 0.3592841625213623, "imdecont_mean": 0.3592841625213623, "imdecont_min": 0.3592841625213623, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.1015625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.1015625, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.1015625, "clip_score_dfn_public_prev_turn_only_min": 3.01171875, "clip_score_dfn_public_prev_turn_only_mean": 3.01171875, "clip_score_dfn_public_prev_turn_only_max": 3.01171875, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.7109375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.7109375, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.7109375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.734375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.734375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.734375, "clip_score_clip_vitl14_224_next_turn_only_min": 24.71875, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.71875, "clip_score_clip_vitl14_224_next_turn_only_max": 24.71875, "clip_score_dfn_public_next_turn_only_min": 2.62890625, "clip_score_dfn_public_next_turn_only_mean": 2.62890625, "clip_score_dfn_public_next_turn_only_max": 2.62890625, "clip_score_siglip2_b16_224_next_turn_only_min": -2.15625, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.15625, "clip_score_siglip2_b16_224_next_turn_only_max": -2.15625, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.3125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.3125, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.265625, "clip_score_dfn_public_prev_and_next_turn_min": 2.876953125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.876953125, "clip_score_dfn_public_prev_and_next_turn_max": 2.876953125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.7734375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.7734375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.7734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.3125, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4682.44 }, "im_clarity_mean": 4682.44, "im_clarity_min": 4682.44, "im_clarity_max": 4682.44, "im_luma": { "jpg": 235.35 }, "im_luma_mean": 235.35, "im_luma_min": 235.35, "im_luma_max": 235.35, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 2.8 }, "im_entropy_mean": 2.8, "im_entropy_min": 2.8, "im_entropy_max": 2.8, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9178356528282166, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.027834724634885788, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.012390369549393654, "text_quality_weborganizer_topic_label": "Hardware", "text_quality_weborganizer_topic_score": 0.5990892052650452, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.6800407767295837, "text_quality_nvidia_domain_label": "Finance", "text_quality_nvidia_domain_score": 0.8640064001083374, "text_quality_nvidia_edu_nemotron4_score": 1.1416015625, "text_quality_nvidia_edu_mixtral_score": 0.6005859375, "text_quality_dclmbaseline_fasttext_score": 0.8354237079620361, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 8.690357208251953e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00022155046463012695, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.703125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.078125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.625, "within_sample_repetition_detection": 4.0 }, "87": { "detoxify": 1, "length_chars": 336, "length_tokens": 2563, "length_tokens_text_only": 260, "length_tokens_trainable_only": 199, "length_images": 1, "iqa_live_mean": 0.5337717460863518, "iqa_live_min": 0.5337717460863518, "iqa_live_max": 0.5337717460863518, "iqa_csiq_mean": 0.752018392086029, "iqa_csiq_min": 0.752018392086029, "iqa_csiq_max": 0.752018392086029, "iqa_tid2013_mean": 0.3590866194831, "iqa_tid2013_min": 0.3590866194831, "iqa_tid2013_max": 0.3590866194831, "iqa_kadid10k_mean": 0.2960205078125, "iqa_kadid10k_min": 0.2960205078125, "iqa_kadid10k_max": 0.2960205078125, "iqa_flive_mean": 0.6181434091895518, "iqa_flive_min": 0.6181434091895518, "iqa_flive_max": 0.6181434091895518, "iqa_spaq_mean": 0.46390325372869323, "iqa_spaq_min": 0.46390325372869323, "iqa_spaq_max": 0.46390325372869323, "iqa_clive_mean": 0.42315492726335624, "iqa_clive_min": 0.42315492726335624, "iqa_clive_max": 0.42315492726335624, "iqa_koniq10k_mean": 0.5441241408839371, "iqa_koniq10k_min": 0.5441241408839371, "iqa_koniq10k_max": 0.5441241408839371, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.4034213721752167 }, { "lang": "en", "score": 0.20809006690979004 }, { "lang": "ja", "score": 0.09310468286275864 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5337717460863518, "iqa_v2_live_min": 0.5337717460863518, "iqa_v2_live_max": 0.5337717460863518, "iqa_v2_csiq_mean": 0.752018392086029, "iqa_v2_csiq_min": 0.752018392086029, "iqa_v2_csiq_max": 0.752018392086029, "iqa_v2_tid2013_mean": 0.3590866194831, "iqa_v2_tid2013_min": 0.3590866194831, "iqa_v2_tid2013_max": 0.3590866194831, "iqa_v2_kadid10k_mean": 0.2960205078125, "iqa_v2_kadid10k_min": 0.2960205078125, "iqa_v2_kadid10k_max": 0.2960205078125, "iqa_v2_flive_mean": 0.6181434091895518, "iqa_v2_flive_min": 0.6181434091895518, "iqa_v2_flive_max": 0.6181434091895518, "iqa_v2_spaq_mean": 0.46390325372869323, "iqa_v2_spaq_min": 0.46390325372869323, "iqa_v2_spaq_max": 0.46390325372869323, "iqa_v2_clive_mean": 0.42315492726335624, "iqa_v2_clive_min": 0.42315492726335624, "iqa_v2_clive_max": 0.42315492726335624, "iqa_v2_koniq10k_mean": 0.5441241408839371, "iqa_v2_koniq10k_min": 0.5441241408839371, "iqa_v2_koniq10k_max": 0.5441241408839371, "imdecont": { "jpg": 0.313976526260376 }, "imdecont_image_match": { "jpg": 107071 }, "imdecont_max": 0.313976526260376, "imdecont_mean": 0.313976526260376, "imdecont_min": 0.313976526260376, "clip_score_clip_vitl14_224_prev_turn_only_min": 11.328125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 11.328125, "clip_score_clip_vitl14_224_prev_turn_only_max": 11.328125, "clip_score_dfn_public_prev_turn_only_min": 0.39501953125, "clip_score_dfn_public_prev_turn_only_mean": 0.39501953125, "clip_score_dfn_public_prev_turn_only_max": 0.39501953125, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.2734375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.2734375, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.2734375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 14.84375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 14.84375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 14.84375, "clip_score_clip_vitl14_224_next_turn_only_min": 24.625, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.625, "clip_score_clip_vitl14_224_next_turn_only_max": 24.625, "clip_score_dfn_public_next_turn_only_min": 1.41796875, "clip_score_dfn_public_next_turn_only_mean": 1.41796875, "clip_score_dfn_public_next_turn_only_max": 1.41796875, "clip_score_siglip2_b16_224_next_turn_only_min": -2.1875, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.1875, "clip_score_siglip2_b16_224_next_turn_only_max": -2.1875, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.375, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 17.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 17.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 17.796875, "clip_score_dfn_public_prev_and_next_turn_min": 1.8310546875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.8310546875, "clip_score_dfn_public_prev_and_next_turn_max": 1.8310546875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.515625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.515625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.78125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.78125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.78125, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 499.67 }, "im_clarity_mean": 499.67, "im_clarity_min": 499.67, "im_clarity_max": 499.67, "im_luma": { "jpg": 85.72 }, "im_luma_mean": 85.72, "im_luma_min": 85.72, "im_luma_max": 85.72, "im_saturation": { "jpg": 11.62 }, "im_saturation_mean": 11.62, "im_saturation_min": 11.62, "im_saturation_max": 11.62, "im_entropy": { "jpg": 6.23 }, "im_entropy_mean": 6.23, "im_entropy_min": 6.23, "im_entropy_max": 6.23, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.4034213721752167, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.20809006690979004, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.09310468286275864, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.74164217710495, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.3287864625453949, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.999940037727356, "text_quality_nvidia_edu_nemotron4_score": 1.232421875, "text_quality_nvidia_edu_mixtral_score": 0.5048828125, "text_quality_dclmbaseline_fasttext_score": 0.9998086094856262, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.00042957067489624023, "custom_fasttext_core_fasttext_score": 7.152557373046875e-07, "custom_fasttext_val_clean_fasttext_score": 9.5367431640625e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.703125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.234375, "within_sample_repetition_detection": 0.0 }, "81": { "detoxify": 1, "length_chars": 581, "length_tokens": 2774, "length_tokens_text_only": 470, "length_tokens_trainable_only": 407, "length_images": 1, "iqa_live_mean": 0.5179667232012508, "iqa_live_min": 0.5179667232012508, "iqa_live_max": 0.5179667232012508, "iqa_csiq_mean": 0.679508626461029, "iqa_csiq_min": 0.679508626461029, "iqa_csiq_max": 0.679508626461029, "iqa_tid2013_mean": 0.3214347097608778, "iqa_tid2013_min": 0.3214347097608778, "iqa_tid2013_max": 0.3214347097608778, "iqa_kadid10k_mean": 0.4097900390625, "iqa_kadid10k_min": 0.4097900390625, "iqa_kadid10k_max": 0.4097900390625, "iqa_flive_mean": 0.6477460764875316, "iqa_flive_min": 0.6477460764875316, "iqa_flive_max": 0.6477460764875316, "iqa_spaq_mean": 0.47552336105192555, "iqa_spaq_min": 0.47552336105192555, "iqa_spaq_max": 0.47552336105192555, "iqa_clive_mean": 0.4580547063037603, "iqa_clive_min": 0.4580547063037603, "iqa_clive_max": 0.4580547063037603, "iqa_koniq10k_mean": 0.5534360095708057, "iqa_koniq10k_min": 0.5534360095708057, "iqa_koniq10k_max": 0.5534360095708057, "zero_sequence_filter": 3, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.6365662217140198 }, { "lang": "ja", "score": 0.12517070770263672 }, { "lang": "en", "score": 0.07940518110990524 } ], "digit_sequence_filter": 3, "iqa_v2_live_mean": 0.5179667232012508, "iqa_v2_live_min": 0.5179667232012508, "iqa_v2_live_max": 0.5179667232012508, "iqa_v2_csiq_mean": 0.679508626461029, "iqa_v2_csiq_min": 0.679508626461029, "iqa_v2_csiq_max": 0.679508626461029, "iqa_v2_tid2013_mean": 0.3214347097608778, "iqa_v2_tid2013_min": 0.3214347097608778, "iqa_v2_tid2013_max": 0.3214347097608778, "iqa_v2_kadid10k_mean": 0.4097900390625, "iqa_v2_kadid10k_min": 0.4097900390625, "iqa_v2_kadid10k_max": 0.4097900390625, "iqa_v2_flive_mean": 0.6477460764875316, "iqa_v2_flive_min": 0.6477460764875316, "iqa_v2_flive_max": 0.6477460764875316, "iqa_v2_spaq_mean": 0.47552336105192555, "iqa_v2_spaq_min": 0.47552336105192555, "iqa_v2_spaq_max": 0.47552336105192555, "iqa_v2_clive_mean": 0.4580547063037603, "iqa_v2_clive_min": 0.4580547063037603, "iqa_v2_clive_max": 0.4580547063037603, "iqa_v2_koniq10k_mean": 0.5534360095708057, "iqa_v2_koniq10k_min": 0.5534360095708057, "iqa_v2_koniq10k_max": 0.5534360095708057, "imdecont": { "jpg": 0.39668190479278564 }, "imdecont_image_match": { "jpg": 189581 }, "imdecont_max": 0.39668190479278564, "imdecont_mean": 0.39668190479278564, "imdecont_min": 0.39668190479278564, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.03125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.03125, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.03125, "clip_score_dfn_public_prev_turn_only_min": 3.751953125, "clip_score_dfn_public_prev_turn_only_mean": 3.751953125, "clip_score_dfn_public_prev_turn_only_max": 3.751953125, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.0546875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.0546875, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.0546875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.625, "clip_score_clip_vitl14_224_next_turn_only_min": 25.59375, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.59375, "clip_score_clip_vitl14_224_next_turn_only_max": 25.59375, "clip_score_dfn_public_next_turn_only_min": 2.203125, "clip_score_dfn_public_next_turn_only_mean": 2.203125, "clip_score_dfn_public_next_turn_only_max": 2.203125, "clip_score_siglip2_b16_224_next_turn_only_min": -5.40625, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.40625, "clip_score_siglip2_b16_224_next_turn_only_max": -5.40625, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.59375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.59375, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.140625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.140625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.140625, "clip_score_dfn_public_prev_and_next_turn_min": 2.24609375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.24609375, "clip_score_dfn_public_prev_and_next_turn_max": 2.24609375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.1875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.1875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.9375, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3964.58 }, "im_clarity_mean": 3964.58, "im_clarity_min": 3964.58, "im_clarity_max": 3964.58, "im_luma": { "jpg": 230.09 }, "im_luma_mean": 230.09, "im_luma_min": 230.09, "im_luma_max": 230.09, "im_saturation": { "jpg": 1.62 }, "im_saturation_mean": 1.62, "im_saturation_min": 1.62, "im_saturation_max": 1.62, "im_entropy": { "jpg": 3.68 }, "im_entropy_mean": 3.68, "im_entropy_min": 3.68, "im_entropy_max": 3.68, "unifilter_score_qwen2_5_1_5b": -0.049102783203125, "unifilter_score_qwen3_0_6b": -1.3408203125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.6365662217140198, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.12517070770263672, "language_detection_annotation_nllb_2_lan": "en", "language_detection_annotation_nllb_2_score": 0.07940518110990524, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.4981132745742798, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.39580467343330383, "text_quality_nvidia_domain_label": "Internet_and_Telecom", "text_quality_nvidia_domain_score": 0.9999566078186035, "text_quality_nvidia_edu_nemotron4_score": 1.369140625, "text_quality_nvidia_edu_mixtral_score": 0.84375, "text_quality_dclmbaseline_fasttext_score": 0.9997252821922302, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 5.245208740234375e-06, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 2.7060508728027344e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.34375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.203125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.140625, "within_sample_repetition_detection": 7.0 }, "90": { "detoxify": 1, "length_chars": 192, "length_tokens": 2451, "length_tokens_text_only": 147, "length_tokens_trainable_only": 80, "length_images": 1, "iqa_live_mean": 0.21786853520557126, "iqa_live_min": 0.21786853520557126, "iqa_live_max": 0.21786853520557126, "iqa_csiq_mean": 0.37201350927352905, "iqa_csiq_min": 0.37201350927352905, "iqa_csiq_max": 0.37201350927352905, "iqa_tid2013_mean": 0.22594859864976669, "iqa_tid2013_min": 0.22594859864976669, "iqa_tid2013_max": 0.22594859864976669, "iqa_kadid10k_mean": 0.1832275390625, "iqa_kadid10k_min": 0.1832275390625, "iqa_kadid10k_max": 0.1832275390625, "iqa_flive_mean": 0.4374497538865215, "iqa_flive_min": 0.4374497538865215, "iqa_flive_max": 0.4374497538865215, "iqa_spaq_mean": 0.11352446584990532, "iqa_spaq_min": 0.11352446584990532, "iqa_spaq_max": 0.11352446584990532, "iqa_clive_mean": 0.12580644241487138, "iqa_clive_min": 0.12580644241487138, "iqa_clive_max": 0.12580644241487138, "iqa_koniq10k_mean": 0.3997112620960583, "iqa_koniq10k_min": 0.3997112620960583, "iqa_koniq10k_max": 0.3997112620960583, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.4201790690422058 }, { "lang": "ja", "score": 0.21602986752986908 }, { "lang": "en", "score": 0.21067599952220917 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.21786853520557126, "iqa_v2_live_min": 0.21786853520557126, "iqa_v2_live_max": 0.21786853520557126, "iqa_v2_csiq_mean": 0.37198299169540405, "iqa_v2_csiq_min": 0.37198299169540405, "iqa_v2_csiq_max": 0.37198299169540405, "iqa_v2_tid2013_mean": 0.22594859864976669, "iqa_v2_tid2013_min": 0.22594859864976669, "iqa_v2_tid2013_max": 0.22594859864976669, "iqa_v2_kadid10k_mean": 0.1832275390625, "iqa_v2_kadid10k_min": 0.1832275390625, "iqa_v2_kadid10k_max": 0.1832275390625, "iqa_v2_flive_mean": 0.4374497538865215, "iqa_v2_flive_min": 0.4374497538865215, "iqa_v2_flive_max": 0.4374497538865215, "iqa_v2_spaq_mean": 0.11320880928424874, "iqa_v2_spaq_min": 0.11320880928424874, "iqa_v2_spaq_max": 0.11320880928424874, "iqa_v2_clive_mean": 0.12580644241487138, "iqa_v2_clive_min": 0.12580644241487138, "iqa_v2_clive_max": 0.12580644241487138, "iqa_v2_koniq10k_mean": 0.3997112620960583, "iqa_v2_koniq10k_min": 0.3997112620960583, "iqa_v2_koniq10k_max": 0.3997112620960583, "imdecont": { "jpg": 0.4113868474960327 }, "imdecont_image_match": { "jpg": 182170 }, "imdecont_max": 0.4113868474960327, "imdecont_mean": 0.4113868474960327, "imdecont_min": 0.4113868474960327, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.7734375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.7734375, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.7734375, "clip_score_dfn_public_prev_turn_only_min": 3.224609375, "clip_score_dfn_public_prev_turn_only_mean": 3.224609375, "clip_score_dfn_public_prev_turn_only_max": 3.224609375, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.2890625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.2890625, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.2890625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 14.328125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 14.328125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 14.328125, "clip_score_clip_vitl14_224_next_turn_only_min": 21.953125, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.953125, "clip_score_clip_vitl14_224_next_turn_only_max": 21.953125, "clip_score_dfn_public_next_turn_only_min": 2.76171875, "clip_score_dfn_public_next_turn_only_mean": 2.76171875, "clip_score_dfn_public_next_turn_only_max": 2.76171875, "clip_score_siglip2_b16_224_next_turn_only_min": -9.1875, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.1875, "clip_score_siglip2_b16_224_next_turn_only_max": -9.1875, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.46875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.46875, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 19.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 19.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 19.03125, "clip_score_dfn_public_prev_and_next_turn_min": 2.599609375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.599609375, "clip_score_dfn_public_prev_and_next_turn_max": 2.599609375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.234375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.234375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.234375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 17.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 17.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 17.796875, "im_height": { "jpg": 2160 }, "im_height_mean": 2160.0, "im_height_min": 2160, "im_height_max": 2160, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5 }, "im_ar_mean": 0.5, "im_ar_min": 0.5, "im_ar_max": 0.5, "im_kilobytes": { "jpg": 6834.38 }, "im_kilobytes_mean": 6834.38, "im_kilobytes_min": 6834.38, "im_kilobytes_max": 6834.38, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 73.56 }, "im_clarity_mean": 73.56, "im_clarity_min": 73.56, "im_clarity_max": 73.56, "im_luma": { "jpg": 247.3 }, "im_luma_mean": 247.3, "im_luma_min": 247.3, "im_luma_max": 247.3, "im_saturation": { "jpg": 14.02 }, "im_saturation_mean": 14.02, "im_saturation_min": 14.02, "im_saturation_max": 14.02, "im_entropy": { "jpg": 0.8 }, "im_entropy_mean": 0.8, "im_entropy_min": 0.8, "im_entropy_max": 0.8, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.4201790690422058, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.21602986752986908, "language_detection_annotation_nllb_2_lan": "en", "language_detection_annotation_nllb_2_score": 0.21067599952220917, "text_quality_weborganizer_topic_label": "Software Dev.", "text_quality_weborganizer_topic_score": 0.6651158928871155, "text_quality_weborganizer_format_label": "Documentation", "text_quality_weborganizer_format_score": 0.21182957291603088, "text_quality_nvidia_domain_label": "Games", "text_quality_nvidia_domain_score": 0.42455393075942993, "text_quality_nvidia_edu_nemotron4_score": 1.9384765625, "text_quality_nvidia_edu_mixtral_score": 1.4462890625, "text_quality_dclmbaseline_fasttext_score": 0.9972867369651794, "text_quality_dolma3_fasttext_score": 0.9999486207962036, "custom_fasttext_val_fasttext_score": 3.5762786865234375e-07, "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": 5.28125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 5.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.03125, "within_sample_repetition_detection": 7.0 }, "92": { "detoxify": 1, "length_chars": 571, "length_tokens": 2705, "length_tokens_text_only": 401, "length_tokens_trainable_only": 337, "length_images": 1, "iqa_live_mean": 0.39684584646513965, "iqa_live_min": 0.39684584646513965, "iqa_live_max": 0.39684584646513965, "iqa_csiq_mean": 0.634830892086029, "iqa_csiq_min": 0.634830892086029, "iqa_csiq_max": 0.634830892086029, "iqa_tid2013_mean": 0.27076196670532227, "iqa_tid2013_min": 0.27076196670532227, "iqa_tid2013_max": 0.27076196670532227, "iqa_kadid10k_mean": 0.3314208984375, "iqa_kadid10k_min": 0.3314208984375, "iqa_kadid10k_max": 0.3314208984375, "iqa_flive_mean": 0.6525203820430872, "iqa_flive_min": 0.6525203820430872, "iqa_flive_max": 0.6525203820430872, "iqa_spaq_mean": 0.5034195100418245, "iqa_spaq_min": 0.5034195100418245, "iqa_spaq_max": 0.5034195100418245, "iqa_clive_mean": 0.5344633237280028, "iqa_clive_min": 0.5344633237280028, "iqa_clive_max": 0.5344633237280028, "iqa_koniq10k_mean": 0.4455603782576744, "iqa_koniq10k_min": 0.4455603782576744, "iqa_koniq10k_max": 0.4455603782576744, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9648638963699341 }, { "lang": "en", "score": 0.01244757417589426 }, { "lang": "ko", "score": 0.005694590043276548 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.39684584646513965, "iqa_v2_live_min": 0.39684584646513965, "iqa_v2_live_max": 0.39684584646513965, "iqa_v2_csiq_mean": 0.634830892086029, "iqa_v2_csiq_min": 0.634830892086029, "iqa_v2_csiq_max": 0.634830892086029, "iqa_v2_tid2013_mean": 0.27076196670532227, "iqa_v2_tid2013_min": 0.27076196670532227, "iqa_v2_tid2013_max": 0.27076196670532227, "iqa_v2_kadid10k_mean": 0.3314208984375, "iqa_v2_kadid10k_min": 0.3314208984375, "iqa_v2_kadid10k_max": 0.3314208984375, "iqa_v2_flive_mean": 0.6525203820430872, "iqa_v2_flive_min": 0.6525203820430872, "iqa_v2_flive_max": 0.6525203820430872, "iqa_v2_spaq_mean": 0.5034195100418245, "iqa_v2_spaq_min": 0.5034195100418245, "iqa_v2_spaq_max": 0.5034195100418245, "iqa_v2_clive_mean": 0.5344633237280028, "iqa_v2_clive_min": 0.5344633237280028, "iqa_v2_clive_max": 0.5344633237280028, "iqa_v2_koniq10k_mean": 0.4455603782576744, "iqa_v2_koniq10k_min": 0.4455603782576744, "iqa_v2_koniq10k_max": 0.4455603782576744, "imdecont": { "jpg": 0.37914401292800903 }, "imdecont_image_match": { "jpg": 189767 }, "imdecont_max": 0.37914401292800903, "imdecont_mean": 0.37914401292800903, "imdecont_min": 0.37914401292800903, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.09375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.09375, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.09375, "clip_score_dfn_public_prev_turn_only_min": 1.7265625, "clip_score_dfn_public_prev_turn_only_mean": 1.7265625, "clip_score_dfn_public_prev_turn_only_max": 1.7265625, "clip_score_siglip2_b16_224_prev_turn_only_min": -6.921875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -6.921875, "clip_score_siglip2_b16_224_prev_turn_only_max": -6.921875, "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": 28.375, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.375, "clip_score_clip_vitl14_224_next_turn_only_max": 28.375, "clip_score_dfn_public_next_turn_only_min": 1.630859375, "clip_score_dfn_public_next_turn_only_mean": 1.630859375, "clip_score_dfn_public_next_turn_only_max": 1.630859375, "clip_score_siglip2_b16_224_next_turn_only_min": -12.0390625, "clip_score_siglip2_b16_224_next_turn_only_mean": -12.0390625, "clip_score_siglip2_b16_224_next_turn_only_max": -12.0390625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.5, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.5, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.5, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.734375, "clip_score_dfn_public_prev_and_next_turn_min": 3.60546875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.60546875, "clip_score_dfn_public_prev_and_next_turn_max": 3.60546875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.859375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.859375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.53125, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 6083.51 }, "im_clarity_mean": 6083.51, "im_clarity_min": 6083.51, "im_clarity_max": 6083.51, "im_luma": { "jpg": 231.73 }, "im_luma_mean": 231.73, "im_luma_min": 231.73, "im_luma_max": 231.73, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 3.13 }, "im_entropy_mean": 3.13, "im_entropy_min": 3.13, "im_entropy_max": 3.13, "unifilter_score_qwen2_5_1_5b": -0.44775390625, "unifilter_score_qwen3_0_6b": 0.0089569091796875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9648638963699341, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.01244757417589426, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.005694590043276548, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.35021451115608215, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.2400866448879242, "text_quality_nvidia_domain_label": "Sensitive_Subjects", "text_quality_nvidia_domain_score": 0.9996787309646606, "text_quality_nvidia_edu_nemotron4_score": 1.4853515625, "text_quality_nvidia_edu_mixtral_score": 1.072265625, "text_quality_dclmbaseline_fasttext_score": 0.1780451536178589, "text_quality_dolma3_fasttext_score": 0.995908796787262, "custom_fasttext_val_fasttext_score": 0.00048732757568359375, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0009221434593200684, "custom_fasttext_core_clean_fasttext_score": 6.0558319091796875e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.296875, "within_sample_repetition_detection": 4.0 }, "78": { "detoxify": 1, "length_chars": 425, "length_tokens": 2610, "length_tokens_text_only": 307, "length_tokens_trainable_only": 243, "length_images": 1, "iqa_live_mean": 0.313670302882339, "iqa_live_min": 0.313670302882339, "iqa_live_max": 0.313670302882339, "iqa_csiq_mean": 0.524296224117279, "iqa_csiq_min": 0.524296224117279, "iqa_csiq_max": 0.524296224117279, "iqa_tid2013_mean": 0.2645770708719889, "iqa_tid2013_min": 0.2645770708719889, "iqa_tid2013_max": 0.2645770708719889, "iqa_kadid10k_mean": 0.2894287109375, "iqa_kadid10k_min": 0.2894287109375, "iqa_kadid10k_max": 0.2894287109375, "iqa_flive_mean": 0.5963433776238952, "iqa_flive_min": 0.5963433776238952, "iqa_flive_max": 0.5963433776238952, "iqa_spaq_mean": 0.47351105044586494, "iqa_spaq_min": 0.47351105044586494, "iqa_spaq_max": 0.47351105044586494, "iqa_clive_mean": 0.36988788180881077, "iqa_clive_min": 0.36988788180881077, "iqa_clive_max": 0.36988788180881077, "iqa_koniq10k_mean": 0.4483223732071694, "iqa_koniq10k_min": 0.4483223732071694, "iqa_koniq10k_max": 0.4483223732071694, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.900219202041626 }, { "lang": "en", "score": 0.028611186891794205 }, { "lang": "ko", "score": 0.010307598859071732 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.313670302882339, "iqa_v2_live_min": 0.313670302882339, "iqa_v2_live_max": 0.313670302882339, "iqa_v2_csiq_mean": 0.524296224117279, "iqa_v2_csiq_min": 0.524296224117279, "iqa_v2_csiq_max": 0.524296224117279, "iqa_v2_tid2013_mean": 0.2645770708719889, "iqa_v2_tid2013_min": 0.2645770708719889, "iqa_v2_tid2013_max": 0.2645770708719889, "iqa_v2_kadid10k_mean": 0.2894287109375, "iqa_v2_kadid10k_min": 0.2894287109375, "iqa_v2_kadid10k_max": 0.2894287109375, "iqa_v2_flive_mean": 0.5963433776238952, "iqa_v2_flive_min": 0.5963433776238952, "iqa_v2_flive_max": 0.5963433776238952, "iqa_v2_spaq_mean": 0.47351105044586494, "iqa_v2_spaq_min": 0.47351105044586494, "iqa_v2_spaq_max": 0.47351105044586494, "iqa_v2_clive_mean": 0.36988788180881077, "iqa_v2_clive_min": 0.36988788180881077, "iqa_v2_clive_max": 0.36988788180881077, "iqa_v2_koniq10k_mean": 0.4483223732071694, "iqa_v2_koniq10k_min": 0.4483223732071694, "iqa_v2_koniq10k_max": 0.4483223732071694, "imdecont": { "jpg": 0.43444621562957764 }, "imdecont_image_match": { "jpg": 261909 }, "imdecont_max": 0.43444621562957764, "imdecont_mean": 0.43444621562957764, "imdecont_min": 0.43444621562957764, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.625, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.625, "clip_score_dfn_public_prev_turn_only_min": 1.8251953125, "clip_score_dfn_public_prev_turn_only_mean": 1.8251953125, "clip_score_dfn_public_prev_turn_only_max": 1.8251953125, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.7890625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.7890625, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.7890625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.109375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.109375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.109375, "clip_score_clip_vitl14_224_next_turn_only_min": 17.5625, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.5625, "clip_score_clip_vitl14_224_next_turn_only_max": 17.5625, "clip_score_dfn_public_next_turn_only_min": 2.63671875, "clip_score_dfn_public_next_turn_only_mean": 2.63671875, "clip_score_dfn_public_next_turn_only_max": 2.63671875, "clip_score_siglip2_b16_224_next_turn_only_min": -7.53125, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.53125, "clip_score_siglip2_b16_224_next_turn_only_max": -7.53125, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.640625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.640625, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.359375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.359375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.359375, "clip_score_dfn_public_prev_and_next_turn_min": 2.0703125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.0703125, "clip_score_dfn_public_prev_and_next_turn_max": 2.0703125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -7.4140625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -7.4140625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -7.4140625, "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": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2610.07 }, "im_clarity_mean": 2610.07, "im_clarity_min": 2610.07, "im_clarity_max": 2610.07, "im_luma": { "jpg": 234.5 }, "im_luma_mean": 234.5, "im_luma_min": 234.5, "im_luma_max": 234.5, "im_saturation": { "jpg": 0.11 }, "im_saturation_mean": 0.11, "im_saturation_min": 0.11, "im_saturation_max": 0.11, "im_entropy": { "jpg": 2.87 }, "im_entropy_mean": 2.87, "im_entropy_min": 2.87, "im_entropy_max": 2.87, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.900219202041626, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.028611186891794205, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.010307598859071732, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.4364500343799591, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.323507696390152, "text_quality_nvidia_domain_label": "Food_and_Drink", "text_quality_nvidia_domain_score": 0.5477501153945923, "text_quality_nvidia_edu_nemotron4_score": 1.484375, "text_quality_nvidia_edu_mixtral_score": 0.82470703125, "text_quality_dclmbaseline_fasttext_score": 0.9719119668006897, "text_quality_dolma3_fasttext_score": 0.9997183680534363, "custom_fasttext_val_fasttext_score": 7.319450378417969e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00030028820037841797, "custom_fasttext_core_clean_fasttext_score": 2.1457672119140625e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.625, "within_sample_repetition_detection": 4.0 }, "95": { "detoxify": 1, "length_chars": 526, "length_tokens": 2700, "length_tokens_text_only": 397, "length_tokens_trainable_only": 333, "length_images": 1, "iqa_live_mean": 0.2966248483368844, "iqa_live_min": 0.2966248483368844, "iqa_live_max": 0.2966248483368844, "iqa_csiq_mean": 0.515324056148529, "iqa_csiq_min": 0.515324056148529, "iqa_csiq_max": 0.515324056148529, "iqa_tid2013_mean": 0.23093991809421113, "iqa_tid2013_min": 0.23093991809421113, "iqa_tid2013_max": 0.23093991809421113, "iqa_kadid10k_mean": 0.2899169921875, "iqa_kadid10k_min": 0.2899169921875, "iqa_kadid10k_max": 0.2899169921875, "iqa_flive_mean": 0.5659614331794508, "iqa_flive_min": 0.5659614331794508, "iqa_flive_max": 0.5659614331794508, "iqa_spaq_mean": 0.4232624709004104, "iqa_spaq_min": 0.4232624709004104, "iqa_spaq_max": 0.4232624709004104, "iqa_clive_mean": 0.4343212782734573, "iqa_clive_min": 0.4343212782734573, "iqa_clive_max": 0.4343212782734573, "iqa_koniq10k_mean": 0.4708918176516138, "iqa_koniq10k_min": 0.4708918176516138, "iqa_koniq10k_max": 0.4708918176516138, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.7699058651924133 }, { "lang": "en", "score": 0.057548120617866516 }, { "lang": "ja", "score": 0.03984351083636284 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.2966248483368844, "iqa_v2_live_min": 0.2966248483368844, "iqa_v2_live_max": 0.2966248483368844, "iqa_v2_csiq_mean": 0.515324056148529, "iqa_v2_csiq_min": 0.515324056148529, "iqa_v2_csiq_max": 0.515324056148529, "iqa_v2_tid2013_mean": 0.23093991809421113, "iqa_v2_tid2013_min": 0.23093991809421113, "iqa_v2_tid2013_max": 0.23093991809421113, "iqa_v2_kadid10k_mean": 0.2899169921875, "iqa_v2_kadid10k_min": 0.2899169921875, "iqa_v2_kadid10k_max": 0.2899169921875, "iqa_v2_flive_mean": 0.5659614331794508, "iqa_v2_flive_min": 0.5659614331794508, "iqa_v2_flive_max": 0.5659614331794508, "iqa_v2_spaq_mean": 0.4232624709004104, "iqa_v2_spaq_min": 0.4232624709004104, "iqa_v2_spaq_max": 0.4232624709004104, "iqa_v2_clive_mean": 0.4343212782734573, "iqa_v2_clive_min": 0.4343212782734573, "iqa_v2_clive_max": 0.4343212782734573, "iqa_v2_koniq10k_mean": 0.4708918176516138, "iqa_v2_koniq10k_min": 0.4708918176516138, "iqa_v2_koniq10k_max": 0.4708918176516138, "imdecont": { "jpg": 0.42634373903274536 }, "imdecont_image_match": { "jpg": 105021 }, "imdecont_max": 0.42634373903274536, "imdecont_mean": 0.42634373903274536, "imdecont_min": 0.42634373903274536, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.015625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.015625, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.015625, "clip_score_dfn_public_prev_turn_only_min": 3.595703125, "clip_score_dfn_public_prev_turn_only_mean": 3.595703125, "clip_score_dfn_public_prev_turn_only_max": 3.595703125, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.0078125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.0078125, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.0078125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.875, "clip_score_clip_vitl14_224_next_turn_only_min": 22.21875, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.21875, "clip_score_clip_vitl14_224_next_turn_only_max": 22.21875, "clip_score_dfn_public_next_turn_only_min": 2.36328125, "clip_score_dfn_public_next_turn_only_mean": 2.36328125, "clip_score_dfn_public_next_turn_only_max": 2.36328125, "clip_score_siglip2_b16_224_next_turn_only_min": -5.4296875, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.4296875, "clip_score_siglip2_b16_224_next_turn_only_max": -5.4296875, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.890625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.890625, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.890625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.125, "clip_score_dfn_public_prev_and_next_turn_min": 4.02734375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.02734375, "clip_score_dfn_public_prev_and_next_turn_max": 4.02734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.625, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3693.25 }, "im_clarity_mean": 3693.25, "im_clarity_min": 3693.25, "im_clarity_max": 3693.25, "im_luma": { "jpg": 232.11 }, "im_luma_mean": 232.11, "im_luma_min": 232.11, "im_luma_max": 232.11, "im_saturation": { "jpg": 0.13 }, "im_saturation_mean": 0.13, "im_saturation_min": 0.13, "im_saturation_max": 0.13, "im_entropy": { "jpg": 2.53 }, "im_entropy_mean": 2.53, "im_entropy_min": 2.53, "im_entropy_max": 2.53, "unifilter_score_qwen2_5_1_5b": 2.029296875, "unifilter_score_qwen3_0_6b": 0.498291015625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.7699058651924133, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.057548120617866516, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.03984351083636284, "text_quality_weborganizer_topic_label": "Crime & Law", "text_quality_weborganizer_topic_score": 0.5426108837127686, "text_quality_weborganizer_format_label": "Documentation", "text_quality_weborganizer_format_score": 0.3158116042613983, "text_quality_nvidia_domain_label": "Law_and_Government", "text_quality_nvidia_domain_score": 0.6619958281517029, "text_quality_nvidia_edu_nemotron4_score": 1.529296875, "text_quality_nvidia_edu_mixtral_score": 1.4658203125, "text_quality_dclmbaseline_fasttext_score": 0.9999005794525146, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 2.956390380859375e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00014734268188476562, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.046875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.828125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.21875, "within_sample_repetition_detection": 4.0 }, "93": { "detoxify": 1, "length_chars": 260, "length_tokens": 2511, "length_tokens_text_only": 208, "length_tokens_trainable_only": 144, "length_images": 1, "iqa_live_mean": 0.442813333838877, "iqa_live_min": 0.442813333838877, "iqa_live_max": 0.442813333838877, "iqa_csiq_mean": 0.587345540523529, "iqa_csiq_min": 0.587345540523529, "iqa_csiq_max": 0.587345540523529, "iqa_tid2013_mean": 0.3384703000386556, "iqa_tid2013_min": 0.3384703000386556, "iqa_tid2013_max": 0.3384703000386556, "iqa_kadid10k_mean": 0.3121337890625, "iqa_kadid10k_min": 0.3121337890625, "iqa_kadid10k_max": 0.3121337890625, "iqa_flive_mean": 0.594488895300663, "iqa_flive_min": 0.594488895300663, "iqa_flive_max": 0.594488895300663, "iqa_spaq_mean": 0.3976942890822286, "iqa_spaq_min": 0.3976942890822286, "iqa_spaq_max": 0.3976942890822286, "iqa_clive_mean": 0.3279844727179017, "iqa_clive_min": 0.3279844727179017, "iqa_clive_max": 0.3279844727179017, "iqa_koniq10k_mean": 0.4688400499748462, "iqa_koniq10k_min": 0.4688400499748462, "iqa_koniq10k_max": 0.4688400499748462, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.4334176778793335 }, { "lang": "zh", "score": 0.3188101351261139 }, { "lang": "ko", "score": 0.04809214174747467 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.442813333838877, "iqa_v2_live_min": 0.442813333838877, "iqa_v2_live_max": 0.442813333838877, "iqa_v2_csiq_mean": 0.587345540523529, "iqa_v2_csiq_min": 0.587345540523529, "iqa_v2_csiq_max": 0.587345540523529, "iqa_v2_tid2013_mean": 0.3384703000386556, "iqa_v2_tid2013_min": 0.3384703000386556, "iqa_v2_tid2013_max": 0.3384703000386556, "iqa_v2_kadid10k_mean": 0.3121337890625, "iqa_v2_kadid10k_min": 0.3121337890625, "iqa_v2_kadid10k_max": 0.3121337890625, "iqa_v2_flive_mean": 0.594488895300663, "iqa_v2_flive_min": 0.594488895300663, "iqa_v2_flive_max": 0.594488895300663, "iqa_v2_spaq_mean": 0.3976942890822286, "iqa_v2_spaq_min": 0.3976942890822286, "iqa_v2_spaq_max": 0.3976942890822286, "iqa_v2_clive_mean": 0.3279844727179017, "iqa_v2_clive_min": 0.3279844727179017, "iqa_v2_clive_max": 0.3279844727179017, "iqa_v2_koniq10k_mean": 0.4689189641162603, "iqa_v2_koniq10k_min": 0.4689189641162603, "iqa_v2_koniq10k_max": 0.4689189641162603, "imdecont": { "jpg": 0.39076900482177734 }, "imdecont_image_match": { "jpg": 262092 }, "imdecont_max": 0.39076900482177734, "imdecont_mean": 0.39076900482177734, "imdecont_min": 0.39076900482177734, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.84375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.84375, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.84375, "clip_score_dfn_public_prev_turn_only_min": 2.12109375, "clip_score_dfn_public_prev_turn_only_mean": 2.12109375, "clip_score_dfn_public_prev_turn_only_max": 2.12109375, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.46875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.46875, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.46875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.5, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.5, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.5, "clip_score_clip_vitl14_224_next_turn_only_min": 18.0, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.0, "clip_score_clip_vitl14_224_next_turn_only_max": 18.0, "clip_score_dfn_public_next_turn_only_min": 2.330078125, "clip_score_dfn_public_next_turn_only_mean": 2.330078125, "clip_score_dfn_public_next_turn_only_max": 2.330078125, "clip_score_siglip2_b16_224_next_turn_only_min": -9.2265625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.2265625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.2265625, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.734375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.734375, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 19.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 19.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 19.421875, "clip_score_dfn_public_prev_and_next_turn_min": 2.234375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.234375, "clip_score_dfn_public_prev_and_next_turn_max": 2.234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.1484375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.1484375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.1484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.78125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.78125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.78125, "im_height": { "jpg": 2160 }, "im_height_mean": 2160.0, "im_height_min": 2160, "im_height_max": 2160, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5 }, "im_ar_mean": 0.5, "im_ar_min": 0.5, "im_ar_max": 0.5, "im_kilobytes": { "jpg": 6834.38 }, "im_kilobytes_mean": 6834.38, "im_kilobytes_min": 6834.38, "im_kilobytes_max": 6834.38, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 411.64 }, "im_clarity_mean": 411.64, "im_clarity_min": 411.64, "im_clarity_max": 411.64, "im_luma": { "jpg": 217.18 }, "im_luma_mean": 217.18, "im_luma_min": 217.18, "im_luma_max": 217.18, "im_saturation": { "jpg": 8.91 }, "im_saturation_mean": 8.91, "im_saturation_min": 8.91, "im_saturation_max": 8.91, "im_entropy": { "jpg": 3.15 }, "im_entropy_mean": 3.15, "im_entropy_min": 3.15, "im_entropy_max": 3.15, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.4334176778793335, "language_detection_annotation_nllb_1_lan": "zh", "language_detection_annotation_nllb_1_score": 0.3188101351261139, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.04809214174747467, "text_quality_weborganizer_topic_label": "Art & Design", "text_quality_weborganizer_topic_score": 0.7327377796173096, "text_quality_weborganizer_format_label": "Product Page", "text_quality_weborganizer_format_score": 0.6464370489120483, "text_quality_nvidia_domain_label": "Food_and_Drink", "text_quality_nvidia_domain_score": 0.4335305392742157, "text_quality_nvidia_edu_nemotron4_score": 1.2705078125, "text_quality_nvidia_edu_mixtral_score": 0.70849609375, "text_quality_dclmbaseline_fasttext_score": 0.7863965034484863, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 4.208087921142578e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0006397366523742676, "custom_fasttext_core_clean_fasttext_score": 2.7298927307128906e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.15625, "within_sample_repetition_detection": 9.0 }, "85": { "detoxify": 1, "length_chars": 443, "length_tokens": 2612, "length_tokens_text_only": 308, "length_tokens_trainable_only": 237, "length_images": 1, "iqa_live_mean": 0.29836095944799557, "iqa_live_min": 0.29836095944799557, "iqa_live_max": 0.29836095944799557, "iqa_csiq_mean": 0.49011653661727905, "iqa_csiq_min": 0.49011653661727905, "iqa_csiq_max": 0.49011653661727905, "iqa_tid2013_mean": 0.2650110986497667, "iqa_tid2013_min": 0.2650110986497667, "iqa_tid2013_max": 0.2650110986497667, "iqa_kadid10k_mean": 0.3074951171875, "iqa_kadid10k_min": 0.3074951171875, "iqa_kadid10k_max": 0.3074951171875, "iqa_flive_mean": 0.6015122538865215, "iqa_flive_min": 0.6015122538865215, "iqa_flive_max": 0.6015122538865215, "iqa_spaq_mean": 0.5711870289812185, "iqa_spaq_min": 0.5711870289812185, "iqa_spaq_max": 0.5711870289812185, "iqa_clive_mean": 0.44173920756638657, "iqa_clive_min": 0.44173920756638657, "iqa_clive_max": 0.44173920756638657, "iqa_koniq10k_mean": 0.4600016661364623, "iqa_koniq10k_min": 0.4600016661364623, "iqa_koniq10k_max": 0.4600016661364623, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.7503724694252014 }, { "lang": "en", "score": 0.09602295607328415 }, { "lang": "ja", "score": 0.026715608313679695 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.29836095944799557, "iqa_v2_live_min": 0.29836095944799557, "iqa_v2_live_max": 0.29836095944799557, "iqa_v2_csiq_mean": 0.49011653661727905, "iqa_v2_csiq_min": 0.49011653661727905, "iqa_v2_csiq_max": 0.49011653661727905, "iqa_v2_tid2013_mean": 0.2650110986497667, "iqa_v2_tid2013_min": 0.2650110986497667, "iqa_v2_tid2013_max": 0.2650110986497667, "iqa_v2_kadid10k_mean": 0.3074951171875, "iqa_v2_kadid10k_min": 0.3074951171875, "iqa_v2_kadid10k_max": 0.3074951171875, "iqa_v2_flive_mean": 0.6015122538865215, "iqa_v2_flive_min": 0.6015122538865215, "iqa_v2_flive_max": 0.6015122538865215, "iqa_v2_spaq_mean": 0.5711870289812185, "iqa_v2_spaq_min": 0.5711870289812185, "iqa_v2_spaq_max": 0.5711870289812185, "iqa_v2_clive_mean": 0.44173920756638657, "iqa_v2_clive_min": 0.44173920756638657, "iqa_v2_clive_max": 0.44173920756638657, "iqa_v2_koniq10k_mean": 0.4600016661364623, "iqa_v2_koniq10k_min": 0.4600016661364623, "iqa_v2_koniq10k_max": 0.4600016661364623, "imdecont": { "jpg": 0.4276543855667114 }, "imdecont_image_match": { "jpg": 189385 }, "imdecont_max": 0.4276543855667114, "imdecont_mean": 0.4276543855667114, "imdecont_min": 0.4276543855667114, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.34375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.34375, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.34375, "clip_score_dfn_public_prev_turn_only_min": 1.658203125, "clip_score_dfn_public_prev_turn_only_mean": 1.658203125, "clip_score_dfn_public_prev_turn_only_max": 1.658203125, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.96875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.96875, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.96875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.4375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.4375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.4375, "clip_score_clip_vitl14_224_next_turn_only_min": 23.125, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.125, "clip_score_clip_vitl14_224_next_turn_only_max": 23.125, "clip_score_dfn_public_next_turn_only_min": 2.544921875, "clip_score_dfn_public_next_turn_only_mean": 2.544921875, "clip_score_dfn_public_next_turn_only_max": 2.544921875, "clip_score_siglip2_b16_224_next_turn_only_min": -10.078125, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.078125, "clip_score_siglip2_b16_224_next_turn_only_max": -10.078125, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.296875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.296875, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.578125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.578125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.578125, "clip_score_dfn_public_prev_and_next_turn_min": 2.21875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.21875, "clip_score_dfn_public_prev_and_next_turn_max": 2.21875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.34375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.34375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.125, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1757.99 }, "im_clarity_mean": 1757.99, "im_clarity_min": 1757.99, "im_clarity_max": 1757.99, "im_luma": { "jpg": 233.09 }, "im_luma_mean": 233.09, "im_luma_min": 233.09, "im_luma_max": 233.09, "im_saturation": { "jpg": 0.3 }, "im_saturation_mean": 0.3, "im_saturation_min": 0.3, "im_saturation_max": 0.3, "im_entropy": { "jpg": 1.98 }, "im_entropy_mean": 1.98, "im_entropy_min": 1.98, "im_entropy_max": 1.98, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.7503724694252014, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.09602295607328415, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.026715608313679695, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.3550328314304352, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.33111292123794556, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.9950142502784729, "text_quality_nvidia_edu_nemotron4_score": 2.4140625, "text_quality_nvidia_edu_mixtral_score": 2.06640625, "text_quality_dclmbaseline_fasttext_score": 0.9969313144683838, "text_quality_dolma3_fasttext_score": 0.9468604326248169, "custom_fasttext_val_fasttext_score": 0.00030112266540527344, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 5.412101745605469e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.3125, "within_sample_repetition_detection": 6.0 }, "84": { "detoxify": 1, "length_chars": 503, "length_tokens": 2651, "length_tokens_text_only": 348, "length_tokens_trainable_only": 277, "length_images": 1, "iqa_live_mean": 0.37411857373786694, "iqa_live_min": 0.37411857373786694, "iqa_live_max": 0.37411857373786694, "iqa_csiq_mean": 0.611027181148529, "iqa_csiq_min": 0.611027181148529, "iqa_csiq_max": 0.611027181148529, "iqa_tid2013_mean": 0.28443384170532227, "iqa_tid2013_min": 0.28443384170532227, "iqa_tid2013_max": 0.28443384170532227, "iqa_kadid10k_mean": 0.3416748046875, "iqa_kadid10k_min": 0.3416748046875, "iqa_kadid10k_max": 0.3416748046875, "iqa_flive_mean": 0.627179078381471, "iqa_flive_min": 0.627179078381471, "iqa_flive_max": 0.627179078381471, "iqa_spaq_mean": 0.47431992039535986, "iqa_spaq_min": 0.47431992039535986, "iqa_spaq_max": 0.47431992039535986, "iqa_clive_mean": 0.44258753458658856, "iqa_clive_min": 0.44258753458658856, "iqa_clive_max": 0.44258753458658856, "iqa_koniq10k_mean": 0.46860330755060375, "iqa_koniq10k_min": 0.46860330755060375, "iqa_koniq10k_max": 0.46860330755060375, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9061540961265564 }, { "lang": "en", "score": 0.02243923209607601 }, { "lang": "ta", "score": 0.011810999363660812 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.37411857373786694, "iqa_v2_live_min": 0.37411857373786694, "iqa_v2_live_max": 0.37411857373786694, "iqa_v2_csiq_mean": 0.611027181148529, "iqa_v2_csiq_min": 0.611027181148529, "iqa_v2_csiq_max": 0.611027181148529, "iqa_v2_tid2013_mean": 0.28443384170532227, "iqa_v2_tid2013_min": 0.28443384170532227, "iqa_v2_tid2013_max": 0.28443384170532227, "iqa_v2_kadid10k_mean": 0.3416748046875, "iqa_v2_kadid10k_min": 0.3416748046875, "iqa_v2_kadid10k_max": 0.3416748046875, "iqa_v2_flive_mean": 0.627179078381471, "iqa_v2_flive_min": 0.627179078381471, "iqa_v2_flive_max": 0.627179078381471, "iqa_v2_spaq_mean": 0.47431992039535986, "iqa_v2_spaq_min": 0.47431992039535986, "iqa_v2_spaq_max": 0.47431992039535986, "iqa_v2_clive_mean": 0.44258753458658856, "iqa_v2_clive_min": 0.44258753458658856, "iqa_v2_clive_max": 0.44258753458658856, "iqa_v2_koniq10k_mean": 0.46860330755060375, "iqa_v2_koniq10k_min": 0.46860330755060375, "iqa_v2_koniq10k_max": 0.46860330755060375, "imdecont": { "jpg": 0.38721054792404175 }, "imdecont_image_match": { "jpg": 189135 }, "imdecont_max": 0.38721054792404175, "imdecont_mean": 0.38721054792404175, "imdecont_min": 0.38721054792404175, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.15625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.15625, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.15625, "clip_score_dfn_public_prev_turn_only_min": 1.3271484375, "clip_score_dfn_public_prev_turn_only_mean": 1.3271484375, "clip_score_dfn_public_prev_turn_only_max": 1.3271484375, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.2265625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.2265625, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.2265625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.015625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.015625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.015625, "clip_score_clip_vitl14_224_next_turn_only_min": 22.71875, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.71875, "clip_score_clip_vitl14_224_next_turn_only_max": 22.71875, "clip_score_dfn_public_next_turn_only_min": 2.859375, "clip_score_dfn_public_next_turn_only_mean": 2.859375, "clip_score_dfn_public_next_turn_only_max": 2.859375, "clip_score_siglip2_b16_224_next_turn_only_min": -6.1484375, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.1484375, "clip_score_siglip2_b16_224_next_turn_only_max": -6.1484375, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.8125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.8125, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.25, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.25, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.25, "clip_score_dfn_public_prev_and_next_turn_min": 3.22265625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.22265625, "clip_score_dfn_public_prev_and_next_turn_max": 3.22265625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -12.0, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -12.0, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -12.0, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.84375, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5115.17 }, "im_clarity_mean": 5115.17, "im_clarity_min": 5115.17, "im_clarity_max": 5115.17, "im_luma": { "jpg": 232.09 }, "im_luma_mean": 232.09, "im_luma_min": 232.09, "im_luma_max": 232.09, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 2.9 }, "im_entropy_mean": 2.9, "im_entropy_min": 2.9, "im_entropy_max": 2.9, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9061540961265564, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.02243923209607601, "language_detection_annotation_nllb_2_lan": "ta", "language_detection_annotation_nllb_2_score": 0.011810999363660812, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.28608962893486023, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.5000350475311279, "text_quality_nvidia_domain_label": "Sports", "text_quality_nvidia_domain_score": 0.9099366664886475, "text_quality_nvidia_edu_nemotron4_score": 2.470703125, "text_quality_nvidia_edu_mixtral_score": 2.126953125, "text_quality_dclmbaseline_fasttext_score": 0.9970919489860535, "text_quality_dolma3_fasttext_score": 0.9961421489715576, "custom_fasttext_val_fasttext_score": 0.0004037022590637207, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 4.076957702636719e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.796875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.296875, "within_sample_repetition_detection": 4.0 }, "103": { "detoxify": 1, "length_chars": 415, "length_tokens": 2634, "length_tokens_text_only": 330, "length_tokens_trainable_only": 265, "length_images": 1, "iqa_live_mean": 0.5419097669196851, "iqa_live_min": 0.5419097669196851, "iqa_live_max": 0.5419097669196851, "iqa_csiq_mean": 0.642277181148529, "iqa_csiq_min": 0.642277181148529, "iqa_csiq_max": 0.642277181148529, "iqa_tid2013_mean": 0.3678756819831, "iqa_tid2013_min": 0.3678756819831, "iqa_tid2013_max": 0.3678756819831, "iqa_kadid10k_mean": 0.3394775390625, "iqa_kadid10k_min": 0.3394775390625, "iqa_kadid10k_max": 0.3394775390625, "iqa_flive_mean": 0.6133691036339962, "iqa_flive_min": 0.6133691036339962, "iqa_flive_max": 0.6133691036339962, "iqa_spaq_mean": 0.46727683327414776, "iqa_spaq_min": 0.46727683327414776, "iqa_spaq_max": 0.46727683327414776, "iqa_clive_mean": 0.36602108887951784, "iqa_clive_min": 0.36602108887951784, "iqa_clive_max": 0.36602108887951784, "iqa_koniq10k_mean": 0.5026153025000987, "iqa_koniq10k_min": 0.5026153025000987, "iqa_koniq10k_max": 0.5026153025000987, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8642721772193909 }, { "lang": "en", "score": 0.05516337975859642 }, { "lang": "ja", "score": 0.020496727898716927 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5419097669196851, "iqa_v2_live_min": 0.5419097669196851, "iqa_v2_live_max": 0.5419097669196851, "iqa_v2_csiq_mean": 0.642277181148529, "iqa_v2_csiq_min": 0.642277181148529, "iqa_v2_csiq_max": 0.642277181148529, "iqa_v2_tid2013_mean": 0.3678756819831, "iqa_v2_tid2013_min": 0.3678756819831, "iqa_v2_tid2013_max": 0.3678756819831, "iqa_v2_kadid10k_mean": 0.3394775390625, "iqa_v2_kadid10k_min": 0.3394775390625, "iqa_v2_kadid10k_max": 0.3394775390625, "iqa_v2_flive_mean": 0.6133691036339962, "iqa_v2_flive_min": 0.6133691036339962, "iqa_v2_flive_max": 0.6133691036339962, "iqa_v2_spaq_mean": 0.46727683327414776, "iqa_v2_spaq_min": 0.46727683327414776, "iqa_v2_spaq_max": 0.46727683327414776, "iqa_v2_clive_mean": 0.36602108887951784, "iqa_v2_clive_min": 0.36602108887951784, "iqa_v2_clive_max": 0.36602108887951784, "iqa_v2_koniq10k_mean": 0.5026153025000987, "iqa_v2_koniq10k_min": 0.5026153025000987, "iqa_v2_koniq10k_max": 0.5026153025000987, "imdecont": { "jpg": 0.42542898654937744 }, "imdecont_image_match": { "jpg": 189358 }, "imdecont_max": 0.42542898654937744, "imdecont_mean": 0.42542898654937744, "imdecont_min": 0.42542898654937744, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.953125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.953125, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.953125, "clip_score_dfn_public_prev_turn_only_min": 2.330078125, "clip_score_dfn_public_prev_turn_only_mean": 2.330078125, "clip_score_dfn_public_prev_turn_only_max": 2.330078125, "clip_score_siglip2_b16_224_prev_turn_only_min": -6.8359375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -6.8359375, "clip_score_siglip2_b16_224_prev_turn_only_max": -6.8359375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.453125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.453125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.453125, "clip_score_clip_vitl14_224_next_turn_only_min": 26.046875, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.046875, "clip_score_clip_vitl14_224_next_turn_only_max": 26.046875, "clip_score_dfn_public_next_turn_only_min": 1.8251953125, "clip_score_dfn_public_next_turn_only_mean": 1.8251953125, "clip_score_dfn_public_next_turn_only_max": 1.8251953125, "clip_score_siglip2_b16_224_next_turn_only_min": -6.296875, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.296875, "clip_score_siglip2_b16_224_next_turn_only_max": -6.296875, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.90625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.90625, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.21875, "clip_score_dfn_public_prev_and_next_turn_min": 2.3203125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.3203125, "clip_score_dfn_public_prev_and_next_turn_max": 2.3203125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.1015625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.1015625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.1015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.265625, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1306.02 }, "im_clarity_mean": 1306.02, "im_clarity_min": 1306.02, "im_clarity_max": 1306.02, "im_luma": { "jpg": 207.72 }, "im_luma_mean": 207.72, "im_luma_min": 207.72, "im_luma_max": 207.72, "im_saturation": { "jpg": 3.21 }, "im_saturation_mean": 3.21, "im_saturation_min": 3.21, "im_saturation_max": 3.21, "im_entropy": { "jpg": 3.93 }, "im_entropy_mean": 3.93, "im_entropy_min": 3.93, "im_entropy_max": 3.93, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8642721772193909, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.05516337975859642, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.020496727898716927, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.5313133001327515, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.45754438638687134, "text_quality_nvidia_domain_label": "Internet_and_Telecom", "text_quality_nvidia_domain_score": 0.9324612617492676, "text_quality_nvidia_edu_nemotron4_score": 1.12109375, "text_quality_nvidia_edu_mixtral_score": 0.658203125, "text_quality_dclmbaseline_fasttext_score": 0.9969079494476318, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.00031769275665283203, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0001289844512939453, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 5.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.84375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.15625, "within_sample_repetition_detection": 4.0 }, "91": { "detoxify": 1, "length_chars": 1110, "length_tokens": 2424, "length_tokens_text_only": 888, "length_tokens_trainable_only": 825, "length_images": 1, "iqa_live_mean": 0.30230666651870264, "iqa_live_min": 0.30230666651870264, "iqa_live_max": 0.30230666651870264, "iqa_csiq_mean": 0.501713216304779, "iqa_csiq_min": 0.501713216304779, "iqa_csiq_max": 0.501713216304779, "iqa_tid2013_mean": 0.26197290420532227, "iqa_tid2013_min": 0.26197290420532227, "iqa_tid2013_max": 0.26197290420532227, "iqa_kadid10k_mean": 0.2904052734375, "iqa_kadid10k_min": 0.2904052734375, "iqa_kadid10k_max": 0.2904052734375, "iqa_flive_mean": 0.5703411680279357, "iqa_flive_min": 0.5703411680279357, "iqa_flive_max": 0.5703411680279357, "iqa_spaq_mean": 0.4383745289812185, "iqa_spaq_min": 0.4383745289812185, "iqa_spaq_max": 0.4383745289812185, "iqa_clive_mean": 0.36720480100073, "iqa_clive_min": 0.36720480100073, "iqa_clive_max": 0.36720480100073, "iqa_koniq10k_mean": 0.4837548227021189, "iqa_koniq10k_min": 0.4837548227021189, "iqa_koniq10k_max": 0.4837548227021189, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9599170684814453 }, { "lang": "ko", "score": 0.012141017243266106 }, { "lang": "en", "score": 0.007735691964626312 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.30230666651870264, "iqa_v2_live_min": 0.30230666651870264, "iqa_v2_live_max": 0.30230666651870264, "iqa_v2_csiq_mean": 0.501713216304779, "iqa_v2_csiq_min": 0.501713216304779, "iqa_v2_csiq_max": 0.501713216304779, "iqa_v2_tid2013_mean": 0.26197290420532227, "iqa_v2_tid2013_min": 0.26197290420532227, "iqa_v2_tid2013_max": 0.26197290420532227, "iqa_v2_kadid10k_mean": 0.2904052734375, "iqa_v2_kadid10k_min": 0.2904052734375, "iqa_v2_kadid10k_max": 0.2904052734375, "iqa_v2_flive_mean": 0.5703411680279357, "iqa_v2_flive_min": 0.5703411680279357, "iqa_v2_flive_max": 0.5703411680279357, "iqa_v2_spaq_mean": 0.4383745289812185, "iqa_v2_spaq_min": 0.4383745289812185, "iqa_v2_spaq_max": 0.4383745289812185, "iqa_v2_clive_mean": 0.36728371514214414, "iqa_v2_clive_min": 0.36728371514214414, "iqa_v2_clive_max": 0.36728371514214414, "iqa_v2_koniq10k_mean": 0.4837548227021189, "iqa_v2_koniq10k_min": 0.4837548227021189, "iqa_v2_koniq10k_max": 0.4837548227021189, "imdecont": { "jpg": 0.3636692762374878 }, "imdecont_image_match": { "jpg": 107946 }, "imdecont_max": 0.3636692762374878, "imdecont_mean": 0.3636692762374878, "imdecont_min": 0.3636692762374878, "clip_score_clip_vitl14_224_prev_turn_only_min": 12.6328125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 12.6328125, "clip_score_clip_vitl14_224_prev_turn_only_max": 12.6328125, "clip_score_dfn_public_prev_turn_only_min": 1.6025390625, "clip_score_dfn_public_prev_turn_only_mean": 1.6025390625, "clip_score_dfn_public_prev_turn_only_max": 1.6025390625, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.578125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.578125, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.578125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.6875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.6875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.6875, "clip_score_clip_vitl14_224_next_turn_only_min": 24.140625, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.140625, "clip_score_clip_vitl14_224_next_turn_only_max": 24.140625, "clip_score_dfn_public_next_turn_only_min": 3.08984375, "clip_score_dfn_public_next_turn_only_mean": 3.08984375, "clip_score_dfn_public_next_turn_only_max": 3.08984375, "clip_score_siglip2_b16_224_next_turn_only_min": -5.8671875, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.8671875, "clip_score_siglip2_b16_224_next_turn_only_max": -5.8671875, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.71875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.71875, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 19.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 19.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 19.28125, "clip_score_dfn_public_prev_and_next_turn_min": 3.7734375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.7734375, "clip_score_dfn_public_prev_and_next_turn_max": 3.7734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.859375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.859375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.171875, "im_height": { "jpg": 4835 }, "im_height_mean": 4835.0, "im_height_min": 4835, "im_height_max": 4835, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.2234 }, "im_ar_mean": 0.2234, "im_ar_min": 0.2234, "im_ar_max": 0.2234, "im_kilobytes": { "jpg": 15298.24 }, "im_kilobytes_mean": 15298.24, "im_kilobytes_min": 15298.24, "im_kilobytes_max": 15298.24, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2940.61 }, "im_clarity_mean": 2940.61, "im_clarity_min": 2940.61, "im_clarity_max": 2940.61, "im_luma": { "jpg": 224.07 }, "im_luma_mean": 224.07, "im_luma_min": 224.07, "im_luma_max": 224.07, "im_saturation": { "jpg": 18.69 }, "im_saturation_mean": 18.69, "im_saturation_min": 18.69, "im_saturation_max": 18.69, "im_entropy": { "jpg": 3.37 }, "im_entropy_mean": 3.37, "im_entropy_min": 3.37, "im_entropy_max": 3.37, "unifilter_score_qwen2_5_1_5b": 0.11761474609375, "unifilter_score_qwen3_0_6b": 0.53369140625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9599170684814453, "language_detection_annotation_nllb_1_lan": "ko", "language_detection_annotation_nllb_1_score": 0.012141017243266106, "language_detection_annotation_nllb_2_lan": "en", "language_detection_annotation_nllb_2_score": 0.007735691964626312, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.22903786599636078, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.4139222800731659, "text_quality_nvidia_domain_label": "Finance", "text_quality_nvidia_domain_score": 0.735606849193573, "text_quality_nvidia_edu_nemotron4_score": 1.5107421875, "text_quality_nvidia_edu_mixtral_score": 0.89013671875, "text_quality_dclmbaseline_fasttext_score": 0.8654539585113525, "text_quality_dolma3_fasttext_score": 0.8152156472206116, "custom_fasttext_val_fasttext_score": 0.00015115737915039062, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0003826022148132324, "custom_fasttext_core_clean_fasttext_score": 2.0265579223632812e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.796875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.78125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.015625, "within_sample_repetition_detection": 4.0 }, "96": { "detoxify": 1, "length_chars": 515, "length_tokens": 2642, "length_tokens_text_only": 339, "length_tokens_trainable_only": 275, "length_images": 1, "iqa_live_mean": 0.36449104848534164, "iqa_live_min": 0.36449104848534164, "iqa_live_max": 0.36449104848534164, "iqa_csiq_mean": 0.603947103023529, "iqa_csiq_min": 0.603947103023529, "iqa_csiq_max": 0.603947103023529, "iqa_tid2013_mean": 0.2647940847608778, "iqa_tid2013_min": 0.2647940847608778, "iqa_tid2013_max": 0.2647940847608778, "iqa_kadid10k_mean": 0.3704833984375, "iqa_kadid10k_min": 0.3704833984375, "iqa_kadid10k_max": 0.3704833984375, "iqa_flive_mean": 0.6397313590001579, "iqa_flive_min": 0.6397313590001579, "iqa_flive_max": 0.6397313590001579, "iqa_spaq_mean": 0.5049484715317235, "iqa_spaq_min": 0.5049484715317235, "iqa_spaq_max": 0.5049484715317235, "iqa_clive_mean": 0.508934598980528, "iqa_clive_min": 0.508934598980528, "iqa_clive_max": 0.508934598980528, "iqa_koniq10k_mean": 0.45068979744959364, "iqa_koniq10k_min": 0.45068979744959364, "iqa_koniq10k_max": 0.45068979744959364, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.7600109577178955 }, { "lang": "en", "score": 0.06564091891050339 }, { "lang": "ko", "score": 0.025968126952648163 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.36449104848534164, "iqa_v2_live_min": 0.36449104848534164, "iqa_v2_live_max": 0.36449104848534164, "iqa_v2_csiq_mean": 0.603947103023529, "iqa_v2_csiq_min": 0.603947103023529, "iqa_v2_csiq_max": 0.603947103023529, "iqa_v2_tid2013_mean": 0.2647940847608778, "iqa_v2_tid2013_min": 0.2647940847608778, "iqa_v2_tid2013_max": 0.2647940847608778, "iqa_v2_kadid10k_mean": 0.3704833984375, "iqa_v2_kadid10k_min": 0.3704833984375, "iqa_v2_kadid10k_max": 0.3704833984375, "iqa_v2_flive_mean": 0.6397313590001579, "iqa_v2_flive_min": 0.6397313590001579, "iqa_v2_flive_max": 0.6397313590001579, "iqa_v2_spaq_mean": 0.5049484715317235, "iqa_v2_spaq_min": 0.5049484715317235, "iqa_v2_spaq_max": 0.5049484715317235, "iqa_v2_clive_mean": 0.508934598980528, "iqa_v2_clive_min": 0.508934598980528, "iqa_v2_clive_max": 0.508934598980528, "iqa_v2_koniq10k_mean": 0.45068979744959364, "iqa_v2_koniq10k_min": 0.45068979744959364, "iqa_v2_koniq10k_max": 0.45068979744959364, "imdecont": { "jpg": 0.40538811683654785 }, "imdecont_image_match": { "jpg": 189408 }, "imdecont_max": 0.40538811683654785, "imdecont_mean": 0.40538811683654785, "imdecont_min": 0.40538811683654785, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.96875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.96875, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.96875, "clip_score_dfn_public_prev_turn_only_min": 2.958984375, "clip_score_dfn_public_prev_turn_only_mean": 2.958984375, "clip_score_dfn_public_prev_turn_only_max": 2.958984375, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.0546875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.0546875, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.0546875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.703125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.703125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.703125, "clip_score_clip_vitl14_224_next_turn_only_min": 30.25, "clip_score_clip_vitl14_224_next_turn_only_mean": 30.25, "clip_score_clip_vitl14_224_next_turn_only_max": 30.25, "clip_score_dfn_public_next_turn_only_min": 3.294921875, "clip_score_dfn_public_next_turn_only_mean": 3.294921875, "clip_score_dfn_public_next_turn_only_max": 3.294921875, "clip_score_siglip2_b16_224_next_turn_only_min": -4.53125, "clip_score_siglip2_b16_224_next_turn_only_mean": -4.53125, "clip_score_siglip2_b16_224_next_turn_only_max": -4.53125, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.125, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.515625, "clip_score_dfn_public_prev_and_next_turn_min": 2.927734375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.927734375, "clip_score_dfn_public_prev_and_next_turn_max": 2.927734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.1796875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.1796875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.1796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.859375, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5507.08 }, "im_clarity_mean": 5507.08, "im_clarity_min": 5507.08, "im_clarity_max": 5507.08, "im_luma": { "jpg": 232.68 }, "im_luma_mean": 232.68, "im_luma_min": 232.68, "im_luma_max": 232.68, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 2.97 }, "im_entropy_mean": 2.97, "im_entropy_min": 2.97, "im_entropy_max": 2.97, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.7600109577178955, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.06564091891050339, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.025968126952648163, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.5585333108901978, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.5629169940948486, "text_quality_nvidia_domain_label": "Computers_and_Electronics", "text_quality_nvidia_domain_score": 0.9966603517532349, "text_quality_nvidia_edu_nemotron4_score": 1.734375, "text_quality_nvidia_edu_mixtral_score": 1.4794921875, "text_quality_dclmbaseline_fasttext_score": 0.9999436140060425, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 2.6226043701171875e-06, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 2.181529998779297e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.65625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.5625, "within_sample_repetition_detection": 4.0 }, "105": { "detoxify": 1, "length_chars": 500, "length_tokens": 2646, "length_tokens_text_only": 342, "length_tokens_trainable_only": 278, "length_images": 1, "iqa_live_mean": 0.31067156550860153, "iqa_live_min": 0.31067156550860153, "iqa_live_max": 0.31067156550860153, "iqa_csiq_mean": 0.49603694677352905, "iqa_csiq_min": 0.49603694677352905, "iqa_csiq_max": 0.49603694677352905, "iqa_tid2013_mean": 0.21422984864976669, "iqa_tid2013_min": 0.21422984864976669, "iqa_tid2013_max": 0.21422984864976669, "iqa_kadid10k_mean": 0.2635498046875, "iqa_kadid10k_min": 0.2635498046875, "iqa_kadid10k_max": 0.2635498046875, "iqa_flive_mean": 0.5914112437855115, "iqa_flive_min": 0.5914112437855115, "iqa_flive_max": 0.5914112437855115, "iqa_spaq_mean": 0.5593893648398044, "iqa_spaq_min": 0.5593893648398044, "iqa_spaq_max": 0.5593893648398044, "iqa_clive_mean": 0.5168062845865886, "iqa_clive_min": 0.5168062845865886, "iqa_clive_max": 0.5168062845865886, "iqa_koniq10k_mean": 0.5280256560354523, "iqa_koniq10k_min": 0.5280256560354523, "iqa_koniq10k_max": 0.5280256560354523, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9217650890350342 }, { "lang": "en", "score": 0.02964397892355919 }, { "lang": "ko", "score": 0.009406007826328278 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.31067156550860153, "iqa_v2_live_min": 0.31067156550860153, "iqa_v2_live_max": 0.31067156550860153, "iqa_v2_csiq_mean": 0.49603694677352905, "iqa_v2_csiq_min": 0.49603694677352905, "iqa_v2_csiq_max": 0.49603694677352905, "iqa_v2_tid2013_mean": 0.21422984864976669, "iqa_v2_tid2013_min": 0.21422984864976669, "iqa_v2_tid2013_max": 0.21422984864976669, "iqa_v2_kadid10k_mean": 0.2635498046875, "iqa_v2_kadid10k_min": 0.2635498046875, "iqa_v2_kadid10k_max": 0.2635498046875, "iqa_v2_flive_mean": 0.5914901579269256, "iqa_v2_flive_min": 0.5914901579269256, "iqa_v2_flive_max": 0.5914901579269256, "iqa_v2_spaq_mean": 0.5594288219105115, "iqa_v2_spaq_min": 0.5594288219105115, "iqa_v2_spaq_max": 0.5594288219105115, "iqa_v2_clive_mean": 0.5168260131219421, "iqa_v2_clive_min": 0.5168260131219421, "iqa_v2_clive_max": 0.5168260131219421, "iqa_v2_koniq10k_mean": 0.527867827752624, "iqa_v2_koniq10k_min": 0.527867827752624, "iqa_v2_koniq10k_max": 0.527867827752624, "imdecont": { "jpg": 0.37585800886154175 }, "imdecont_image_match": { "jpg": 189125 }, "imdecont_max": 0.37585800886154175, "imdecont_mean": 0.37585800886154175, "imdecont_min": 0.37585800886154175, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.78125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.78125, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.78125, "clip_score_dfn_public_prev_turn_only_min": 1.546875, "clip_score_dfn_public_prev_turn_only_mean": 1.546875, "clip_score_dfn_public_prev_turn_only_max": 1.546875, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.6953125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.6953125, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.6953125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.625, "clip_score_clip_vitl14_224_next_turn_only_min": 23.921875, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.921875, "clip_score_clip_vitl14_224_next_turn_only_max": 23.921875, "clip_score_dfn_public_next_turn_only_min": 3.3203125, "clip_score_dfn_public_next_turn_only_mean": 3.3203125, "clip_score_dfn_public_next_turn_only_max": 3.3203125, "clip_score_siglip2_b16_224_next_turn_only_min": -5.3515625, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.3515625, "clip_score_siglip2_b16_224_next_turn_only_max": -5.3515625, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.71875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.71875, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.59375, "clip_score_dfn_public_prev_and_next_turn_min": 2.720703125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.720703125, "clip_score_dfn_public_prev_and_next_turn_max": 2.720703125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.96875, "im_height": { "jpg": 2160 }, "im_height_mean": 2160.0, "im_height_min": 2160, "im_height_max": 2160, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5 }, "im_ar_mean": 0.5, "im_ar_min": 0.5, "im_ar_max": 0.5, "im_kilobytes": { "jpg": 6834.38 }, "im_kilobytes_mean": 6834.38, "im_kilobytes_min": 6834.38, "im_kilobytes_max": 6834.38, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3336.82 }, "im_clarity_mean": 3336.82, "im_clarity_min": 3336.82, "im_clarity_max": 3336.82, "im_luma": { "jpg": 215.78 }, "im_luma_mean": 215.78, "im_luma_min": 215.78, "im_luma_max": 215.78, "im_saturation": { "jpg": 10.02 }, "im_saturation_mean": 10.02, "im_saturation_min": 10.02, "im_saturation_max": 10.02, "im_entropy": { "jpg": 3.17 }, "im_entropy_mean": 3.17, "im_entropy_min": 3.17, "im_entropy_max": 3.17, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9217650890350342, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.02964397892355919, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.009406007826328278, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.31978803873062134, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.16239923238754272, "text_quality_nvidia_domain_label": "Finance", "text_quality_nvidia_domain_score": 0.9195857048034668, "text_quality_nvidia_edu_nemotron4_score": 1.5029296875, "text_quality_nvidia_edu_mixtral_score": 1.1005859375, "text_quality_dclmbaseline_fasttext_score": 0.9857115745544434, "text_quality_dolma3_fasttext_score": 0.9317169189453125, "custom_fasttext_val_fasttext_score": 3.6954879760742188e-06, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 3.230571746826172e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.4375, "within_sample_repetition_detection": 4.0 }, "101": { "detoxify": 1, "length_chars": 275, "length_tokens": 2527, "length_tokens_text_only": 223, "length_tokens_trainable_only": 164, "length_images": 1, "iqa_live_mean": 0.6301949626267558, "iqa_live_min": 0.6301949626267558, "iqa_live_max": 0.6301949626267558, "iqa_csiq_mean": 0.872135579586029, "iqa_csiq_min": 0.872135579586029, "iqa_csiq_max": 0.872135579586029, "iqa_tid2013_mean": 0.4139911333719889, "iqa_tid2013_min": 0.4139911333719889, "iqa_tid2013_max": 0.4139911333719889, "iqa_kadid10k_mean": 0.4990234375, "iqa_kadid10k_min": 0.4990234375, "iqa_kadid10k_max": 0.4990234375, "iqa_flive_mean": 0.704416294290562, "iqa_flive_min": 0.704416294290562, "iqa_flive_max": 0.704416294290562, "iqa_spaq_mean": 0.7386822941327337, "iqa_spaq_min": 0.7386822941327337, "iqa_spaq_max": 0.7386822941327337, "iqa_clive_mean": 0.72744781802399, "iqa_clive_min": 0.72744781802399, "iqa_clive_max": 0.72744781802399, "iqa_koniq10k_mean": 0.5947870196718159, "iqa_koniq10k_min": 0.5947870196718159, "iqa_koniq10k_max": 0.5947870196718159, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9341030716896057 }, { "lang": "en", "score": 0.028108756989240646 }, { "lang": "ko", "score": 0.0058416156098246574 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.6301949626267558, "iqa_v2_live_min": 0.6301949626267558, "iqa_v2_live_max": 0.6301949626267558, "iqa_v2_csiq_mean": 0.872135579586029, "iqa_v2_csiq_min": 0.872135579586029, "iqa_v2_csiq_max": 0.872135579586029, "iqa_v2_tid2013_mean": 0.4139911333719889, "iqa_v2_tid2013_min": 0.4139911333719889, "iqa_v2_tid2013_max": 0.4139911333719889, "iqa_v2_kadid10k_mean": 0.4990234375, "iqa_v2_kadid10k_min": 0.4990234375, "iqa_v2_kadid10k_max": 0.4990234375, "iqa_v2_flive_mean": 0.704416294290562, "iqa_v2_flive_min": 0.704416294290562, "iqa_v2_flive_max": 0.704416294290562, "iqa_v2_spaq_mean": 0.7386822941327337, "iqa_v2_spaq_min": 0.7386822941327337, "iqa_v2_spaq_max": 0.7386822941327337, "iqa_v2_clive_mean": 0.72744781802399, "iqa_v2_clive_min": 0.72744781802399, "iqa_v2_clive_max": 0.72744781802399, "iqa_v2_koniq10k_mean": 0.5947870196718159, "iqa_v2_koniq10k_min": 0.5947870196718159, "iqa_v2_koniq10k_max": 0.5947870196718159, "imdecont": { "jpg": 0.3504972457885742 }, "imdecont_image_match": { "jpg": 189452 }, "imdecont_max": 0.3504972457885742, "imdecont_mean": 0.3504972457885742, "imdecont_min": 0.3504972457885742, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.0625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.0625, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.0625, "clip_score_dfn_public_prev_turn_only_min": 2.654296875, "clip_score_dfn_public_prev_turn_only_mean": 2.654296875, "clip_score_dfn_public_prev_turn_only_max": 2.654296875, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.75, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.75, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.75, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.78125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.78125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.78125, "clip_score_clip_vitl14_224_next_turn_only_min": 24.8125, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.8125, "clip_score_clip_vitl14_224_next_turn_only_max": 24.8125, "clip_score_dfn_public_next_turn_only_min": 3.17578125, "clip_score_dfn_public_next_turn_only_mean": 3.17578125, "clip_score_dfn_public_next_turn_only_max": 3.17578125, "clip_score_siglip2_b16_224_next_turn_only_min": -8.3515625, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.3515625, "clip_score_siglip2_b16_224_next_turn_only_max": -8.3515625, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.4375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.4375, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.40625, "clip_score_dfn_public_prev_and_next_turn_min": 3.77734375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.77734375, "clip_score_dfn_public_prev_and_next_turn_max": 3.77734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.140625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.140625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.140625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.53125, "im_height": { "jpg": 1334 }, "im_height_mean": 1334.0, "im_height_min": 1334, "im_height_max": 1334, "im_width": { "jpg": 750 }, "im_width_mean": 750.0, "im_width_min": 750, "im_width_max": 750, "im_ar": { "jpg": 0.5622 }, "im_ar_mean": 0.5622, "im_ar_min": 0.5622, "im_ar_max": 0.5622, "im_kilobytes": { "jpg": 2931.15 }, "im_kilobytes_mean": 2931.15, "im_kilobytes_min": 2931.15, "im_kilobytes_max": 2931.15, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1725.21 }, "im_clarity_mean": 1725.21, "im_clarity_min": 1725.21, "im_clarity_max": 1725.21, "im_luma": { "jpg": 235.21 }, "im_luma_mean": 235.21, "im_luma_min": 235.21, "im_luma_max": 235.21, "im_saturation": { "jpg": 1.11 }, "im_saturation_mean": 1.11, "im_saturation_min": 1.11, "im_saturation_max": 1.11, "im_entropy": { "jpg": 4.49 }, "im_entropy_mean": 4.49, "im_entropy_min": 4.49, "im_entropy_max": 4.49, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9341030716896057, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.028108756989240646, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.0058416156098246574, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.2647671103477478, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.364982008934021, "text_quality_nvidia_domain_label": "Jobs_and_Education", "text_quality_nvidia_domain_score": 0.9999631643295288, "text_quality_nvidia_edu_nemotron4_score": 0.36474609375, "text_quality_nvidia_edu_mixtral_score": 0.1466064453125, "text_quality_dclmbaseline_fasttext_score": 0.36677002906799316, "text_quality_dolma3_fasttext_score": 0.0005126595497131348, "custom_fasttext_val_fasttext_score": 1.8477439880371094e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0, "custom_fasttext_core_clean_fasttext_score": 1.3232231140136719e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 5.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.28125, "within_sample_repetition_detection": 4.0 }, "98": { "detoxify": 1, "length_chars": 515, "length_tokens": 2684, "length_tokens_text_only": 380, "length_tokens_trainable_only": 316, "length_images": 1, "iqa_live_mean": 0.377511881818675, "iqa_live_min": 0.377511881818675, "iqa_live_max": 0.377511881818675, "iqa_csiq_mean": 0.608707845211029, "iqa_csiq_min": 0.608707845211029, "iqa_csiq_max": 0.608707845211029, "iqa_tid2013_mean": 0.2765128347608778, "iqa_tid2013_min": 0.2765128347608778, "iqa_tid2013_max": 0.2765128347608778, "iqa_kadid10k_mean": 0.3614501953125, "iqa_kadid10k_min": 0.3614501953125, "iqa_kadid10k_max": 0.3614501953125, "iqa_flive_mean": 0.6371099298650569, "iqa_flive_min": 0.6371099298650569, "iqa_flive_max": 0.6371099298650569, "iqa_spaq_mean": 0.4874689892084912, "iqa_spaq_min": 0.4874689892084912, "iqa_spaq_max": 0.4874689892084912, "iqa_clive_mean": 0.470784543740629, "iqa_clive_min": 0.470784543740629, "iqa_clive_max": 0.470784543740629, "iqa_koniq10k_mean": 0.43301302977282596, "iqa_koniq10k_min": 0.43301302977282596, "iqa_koniq10k_max": 0.43301302977282596, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9035597443580627 }, { "lang": "ja", "score": 0.034481726586818695 }, { "lang": "en", "score": 0.02280443347990513 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.377511881818675, "iqa_v2_live_min": 0.377511881818675, "iqa_v2_live_max": 0.377511881818675, "iqa_v2_csiq_mean": 0.608707845211029, "iqa_v2_csiq_min": 0.608707845211029, "iqa_v2_csiq_max": 0.608707845211029, "iqa_v2_tid2013_mean": 0.2765128347608778, "iqa_v2_tid2013_min": 0.2765128347608778, "iqa_v2_tid2013_max": 0.2765128347608778, "iqa_v2_kadid10k_mean": 0.3614501953125, "iqa_v2_kadid10k_min": 0.3614501953125, "iqa_v2_kadid10k_max": 0.3614501953125, "iqa_v2_flive_mean": 0.6371099298650569, "iqa_v2_flive_min": 0.6371099298650569, "iqa_v2_flive_max": 0.6371099298650569, "iqa_v2_spaq_mean": 0.4874689892084912, "iqa_v2_spaq_min": 0.4874689892084912, "iqa_v2_spaq_max": 0.4874689892084912, "iqa_v2_clive_mean": 0.470784543740629, "iqa_v2_clive_min": 0.470784543740629, "iqa_v2_clive_max": 0.470784543740629, "iqa_v2_koniq10k_mean": 0.43301302977282596, "iqa_v2_koniq10k_min": 0.43301302977282596, "iqa_v2_koniq10k_max": 0.43301302977282596, "imdecont": { "jpg": 0.4004937410354614 }, "imdecont_image_match": { "jpg": 215263 }, "imdecont_max": 0.4004937410354614, "imdecont_mean": 0.4004937410354614, "imdecont_min": 0.4004937410354614, "clip_score_clip_vitl14_224_prev_turn_only_min": 14.453125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 14.453125, "clip_score_clip_vitl14_224_prev_turn_only_max": 14.453125, "clip_score_dfn_public_prev_turn_only_min": 1.5224609375, "clip_score_dfn_public_prev_turn_only_mean": 1.5224609375, "clip_score_dfn_public_prev_turn_only_max": 1.5224609375, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.5078125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.5078125, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.5078125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.609375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.609375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.609375, "clip_score_clip_vitl14_224_next_turn_only_min": 24.6875, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.6875, "clip_score_clip_vitl14_224_next_turn_only_max": 24.6875, "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": -2.71875, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.71875, "clip_score_siglip2_b16_224_next_turn_only_max": -2.71875, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.6875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.6875, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.421875, "clip_score_dfn_public_prev_and_next_turn_min": 3.0546875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.0546875, "clip_score_dfn_public_prev_and_next_turn_max": 3.0546875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.4296875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.4296875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.4296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.203125, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5224.18 }, "im_clarity_mean": 5224.18, "im_clarity_min": 5224.18, "im_clarity_max": 5224.18, "im_luma": { "jpg": 234.42 }, "im_luma_mean": 234.42, "im_luma_min": 234.42, "im_luma_max": 234.42, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 2.89 }, "im_entropy_mean": 2.89, "im_entropy_min": 2.89, "im_entropy_max": 2.89, "unifilter_score_qwen2_5_1_5b": -0.5703125, "unifilter_score_qwen3_0_6b": -1.2822265625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9035597443580627, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.034481726586818695, "language_detection_annotation_nllb_2_lan": "en", "language_detection_annotation_nllb_2_score": 0.02280443347990513, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.8147984147071838, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.7267163991928101, "text_quality_nvidia_domain_label": "Finance", "text_quality_nvidia_domain_score": 0.5763688087463379, "text_quality_nvidia_edu_nemotron4_score": 1.5556640625, "text_quality_nvidia_edu_mixtral_score": 1.0205078125, "text_quality_dclmbaseline_fasttext_score": 0.47291505336761475, "text_quality_dolma3_fasttext_score": 0.9993124008178711, "custom_fasttext_val_fasttext_score": 0.00028520822525024414, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0003896355628967285, "custom_fasttext_core_clean_fasttext_score": 2.574920654296875e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.640625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.234375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.40625, "within_sample_repetition_detection": 4.0 }, "99": { "detoxify": 1, "length_chars": 454, "length_tokens": 2598, "length_tokens_text_only": 294, "length_tokens_trainable_only": 223, "length_images": 1, "iqa_live_mean": 0.306410201872238, "iqa_live_min": 0.306410201872238, "iqa_live_max": 0.306410201872238, "iqa_csiq_mean": 0.527164876461029, "iqa_csiq_min": 0.527164876461029, "iqa_csiq_max": 0.527164876461029, "iqa_tid2013_mean": 0.2548114458719889, "iqa_tid2013_min": 0.2548114458719889, "iqa_tid2013_max": 0.2548114458719889, "iqa_kadid10k_mean": 0.2777099609375, "iqa_kadid10k_min": 0.2777099609375, "iqa_kadid10k_max": 0.2777099609375, "iqa_flive_mean": 0.576693756411774, "iqa_flive_min": 0.576693756411774, "iqa_flive_max": 0.576693756411774, "iqa_spaq_mean": 0.5412785693852589, "iqa_spaq_min": 0.5412785693852589, "iqa_spaq_max": 0.5412785693852589, "iqa_clive_mean": 0.4235100408997199, "iqa_clive_min": 0.4235100408997199, "iqa_clive_max": 0.4235100408997199, "iqa_koniq10k_mean": 0.4969334843182805, "iqa_koniq10k_min": 0.4969334843182805, "iqa_koniq10k_max": 0.4969334843182805, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.90058833360672 }, { "lang": "en", "score": 0.035503268241882324 }, { "lang": "ta", "score": 0.01187909860163927 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.306410201872238, "iqa_v2_live_min": 0.306410201872238, "iqa_v2_live_max": 0.306410201872238, "iqa_v2_csiq_mean": 0.527164876461029, "iqa_v2_csiq_min": 0.527164876461029, "iqa_v2_csiq_max": 0.527164876461029, "iqa_v2_tid2013_mean": 0.2548114458719889, "iqa_v2_tid2013_min": 0.2548114458719889, "iqa_v2_tid2013_max": 0.2548114458719889, "iqa_v2_kadid10k_mean": 0.2777099609375, "iqa_v2_kadid10k_min": 0.2777099609375, "iqa_v2_kadid10k_max": 0.2777099609375, "iqa_v2_flive_mean": 0.576693756411774, "iqa_v2_flive_min": 0.576693756411774, "iqa_v2_flive_max": 0.576693756411774, "iqa_v2_spaq_mean": 0.5412785693852589, "iqa_v2_spaq_min": 0.5412785693852589, "iqa_v2_spaq_max": 0.5412785693852589, "iqa_v2_clive_mean": 0.4235100408997199, "iqa_v2_clive_min": 0.4235100408997199, "iqa_v2_clive_max": 0.4235100408997199, "iqa_v2_koniq10k_mean": 0.4969334843182805, "iqa_v2_koniq10k_min": 0.4969334843182805, "iqa_v2_koniq10k_max": 0.4969334843182805, "imdecont": { "jpg": 0.36115580797195435 }, "imdecont_image_match": { "jpg": 189408 }, "imdecont_max": 0.36115580797195435, "imdecont_mean": 0.36115580797195435, "imdecont_min": 0.36115580797195435, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.796875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.796875, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.796875, "clip_score_dfn_public_prev_turn_only_min": 2.3046875, "clip_score_dfn_public_prev_turn_only_mean": 2.3046875, "clip_score_dfn_public_prev_turn_only_max": 2.3046875, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.2734375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.2734375, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.2734375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.28125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.28125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.28125, "clip_score_clip_vitl14_224_next_turn_only_min": 21.515625, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.515625, "clip_score_clip_vitl14_224_next_turn_only_max": 21.515625, "clip_score_dfn_public_next_turn_only_min": 3.091796875, "clip_score_dfn_public_next_turn_only_mean": 3.091796875, "clip_score_dfn_public_next_turn_only_max": 3.091796875, "clip_score_siglip2_b16_224_next_turn_only_min": -9.03125, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.03125, "clip_score_siglip2_b16_224_next_turn_only_max": -9.03125, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.859375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.859375, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.25, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.25, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.25, "clip_score_dfn_public_prev_and_next_turn_min": 3.099609375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.099609375, "clip_score_dfn_public_prev_and_next_turn_max": 3.099609375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.75, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.75, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.6875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3420.12 }, "im_clarity_mean": 3420.12, "im_clarity_min": 3420.12, "im_clarity_max": 3420.12, "im_luma": { "jpg": 217.29 }, "im_luma_mean": 217.29, "im_luma_min": 217.29, "im_luma_max": 217.29, "im_saturation": { "jpg": 20.54 }, "im_saturation_mean": 20.54, "im_saturation_min": 20.54, "im_saturation_max": 20.54, "im_entropy": { "jpg": 2.95 }, "im_entropy_mean": 2.95, "im_entropy_min": 2.95, "im_entropy_max": 2.95, "unifilter_score_qwen2_5_1_5b": 0.17626953125, "unifilter_score_qwen3_0_6b": 1.8095703125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.90058833360672, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.035503268241882324, "language_detection_annotation_nllb_2_lan": "ta", "language_detection_annotation_nllb_2_score": 0.01187909860163927, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.4099987745285034, "text_quality_weborganizer_format_label": "Documentation", "text_quality_weborganizer_format_score": 0.46550771594047546, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.9982420206069946, "text_quality_nvidia_edu_nemotron4_score": 2.576171875, "text_quality_nvidia_edu_mixtral_score": 2.26953125, "text_quality_dclmbaseline_fasttext_score": 0.9963892102241516, "text_quality_dolma3_fasttext_score": 0.8562660217285156, "custom_fasttext_val_fasttext_score": 0.0003203153610229492, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 8.475780487060547e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.75, "within_sample_repetition_detection": 4.0 }, "107": { "detoxify": 1, "length_chars": 456, "length_tokens": 2647, "length_tokens_text_only": 344, "length_tokens_trainable_only": 280, "length_images": 1, "iqa_live_mean": 0.3378180301550663, "iqa_live_min": 0.3378180301550663, "iqa_live_max": 0.3378180301550663, "iqa_csiq_mean": 0.571720540523529, "iqa_csiq_min": 0.571720540523529, "iqa_csiq_max": 0.571720540523529, "iqa_tid2013_mean": 0.23983748753865558, "iqa_tid2013_min": 0.23983748753865558, "iqa_tid2013_max": 0.23983748753865558, "iqa_kadid10k_mean": 0.3145751953125, "iqa_kadid10k_min": 0.3145751953125, "iqa_kadid10k_max": 0.3145751953125, "iqa_flive_mean": 0.6257882166390468, "iqa_flive_min": 0.6257882166390468, "iqa_flive_max": 0.6257882166390468, "iqa_spaq_mean": 0.5296979191327337, "iqa_spaq_min": 0.5296979191327337, "iqa_spaq_max": 0.5296979191327337, "iqa_clive_mean": 0.46733698218759867, "iqa_clive_min": 0.46733698218759867, "iqa_clive_max": 0.46733698218759867, "iqa_koniq10k_mean": 0.46599914088393707, "iqa_koniq10k_min": 0.46599914088393707, "iqa_koniq10k_max": 0.46599914088393707, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.949649453163147 }, { "lang": "en", "score": 0.011796900071203709 }, { "lang": "ko", "score": 0.008706609718501568 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3378180301550663, "iqa_v2_live_min": 0.3378180301550663, "iqa_v2_live_max": 0.3378180301550663, "iqa_v2_csiq_mean": 0.571720540523529, "iqa_v2_csiq_min": 0.571720540523529, "iqa_v2_csiq_max": 0.571720540523529, "iqa_v2_tid2013_mean": 0.23983748753865558, "iqa_v2_tid2013_min": 0.23983748753865558, "iqa_v2_tid2013_max": 0.23983748753865558, "iqa_v2_kadid10k_mean": 0.3145751953125, "iqa_v2_kadid10k_min": 0.3145751953125, "iqa_v2_kadid10k_max": 0.3145751953125, "iqa_v2_flive_mean": 0.6257882166390468, "iqa_v2_flive_min": 0.6257882166390468, "iqa_v2_flive_max": 0.6257882166390468, "iqa_v2_spaq_mean": 0.5296979191327337, "iqa_v2_spaq_min": 0.5296979191327337, "iqa_v2_spaq_max": 0.5296979191327337, "iqa_v2_clive_mean": 0.46733698218759867, "iqa_v2_clive_min": 0.46733698218759867, "iqa_v2_clive_max": 0.46733698218759867, "iqa_v2_koniq10k_mean": 0.46599914088393707, "iqa_v2_koniq10k_min": 0.46599914088393707, "iqa_v2_koniq10k_max": 0.46599914088393707, "imdecont": { "jpg": 0.3855223059654236 }, "imdecont_image_match": { "jpg": 215270 }, "imdecont_max": 0.3855223059654236, "imdecont_mean": 0.3855223059654236, "imdecont_min": 0.3855223059654236, "clip_score_clip_vitl14_224_prev_turn_only_min": 14.546875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 14.546875, "clip_score_clip_vitl14_224_prev_turn_only_max": 14.546875, "clip_score_dfn_public_prev_turn_only_min": 1.7978515625, "clip_score_dfn_public_prev_turn_only_mean": 1.7978515625, "clip_score_dfn_public_prev_turn_only_max": 1.7978515625, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.1796875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.1796875, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.1796875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.09375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.09375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.09375, "clip_score_clip_vitl14_224_next_turn_only_min": 23.875, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.875, "clip_score_clip_vitl14_224_next_turn_only_max": 23.875, "clip_score_dfn_public_next_turn_only_min": 1.791015625, "clip_score_dfn_public_next_turn_only_mean": 1.791015625, "clip_score_dfn_public_next_turn_only_max": 1.791015625, "clip_score_siglip2_b16_224_next_turn_only_min": -4.203125, "clip_score_siglip2_b16_224_next_turn_only_mean": -4.203125, "clip_score_siglip2_b16_224_next_turn_only_max": -4.203125, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.234375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.234375, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.234375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.015625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.015625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.015625, "clip_score_dfn_public_prev_and_next_turn_min": 1.4814453125, "clip_score_dfn_public_prev_and_next_turn_mean": 1.4814453125, "clip_score_dfn_public_prev_and_next_turn_max": 1.4814453125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.8046875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.8046875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.8046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.625, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 7527.01 }, "im_clarity_mean": 7527.01, "im_clarity_min": 7527.01, "im_clarity_max": 7527.01, "im_luma": { "jpg": 231.8 }, "im_luma_mean": 231.8, "im_luma_min": 231.8, "im_luma_max": 231.8, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 2.76 }, "im_entropy_mean": 2.76, "im_entropy_min": 2.76, "im_entropy_max": 2.76, "unifilter_score_qwen2_5_1_5b": 1.7099609375, "unifilter_score_qwen3_0_6b": -1.828125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.949649453163147, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.011796900071203709, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.008706609718501568, "text_quality_weborganizer_topic_label": "Education & Jobs", "text_quality_weborganizer_topic_score": 0.8471198081970215, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.395574152469635, "text_quality_nvidia_domain_label": "Science", "text_quality_nvidia_domain_score": 0.9816668033599854, "text_quality_nvidia_edu_nemotron4_score": 1.51953125, "text_quality_nvidia_edu_mixtral_score": 0.7900390625, "text_quality_dclmbaseline_fasttext_score": 0.9973480105400085, "text_quality_dolma3_fasttext_score": 0.9943532943725586, "custom_fasttext_val_fasttext_score": 3.5643577575683594e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00028079748153686523, "custom_fasttext_core_clean_fasttext_score": 3.2186508178710938e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.796875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.515625, "within_sample_repetition_detection": 6.0 }, "100": { "detoxify": 1, "length_chars": 410, "length_tokens": 2639, "length_tokens_text_only": 336, "length_tokens_trainable_only": 271, "length_images": 1, "iqa_live_mean": 0.43298852323281645, "iqa_live_min": 0.43298852323281645, "iqa_live_max": 0.43298852323281645, "iqa_csiq_mean": 0.625797688961029, "iqa_csiq_min": 0.625797688961029, "iqa_csiq_max": 0.625797688961029, "iqa_tid2013_mean": 0.3565909597608778, "iqa_tid2013_min": 0.3565909597608778, "iqa_tid2013_max": 0.3565909597608778, "iqa_kadid10k_mean": 0.3663330078125, "iqa_kadid10k_min": 0.3663330078125, "iqa_kadid10k_max": 0.3663330078125, "iqa_flive_mean": 0.6293689458057135, "iqa_flive_min": 0.6293689458057135, "iqa_flive_max": 0.6293689458057135, "iqa_spaq_mean": 0.526580810546875, "iqa_spaq_min": 0.526580810546875, "iqa_spaq_max": 0.526580810546875, "iqa_clive_mean": 0.4160921116067906, "iqa_clive_min": 0.4160921116067906, "iqa_clive_max": 0.4160921116067906, "iqa_koniq10k_mean": 0.4883318429041391, "iqa_koniq10k_min": 0.4883318429041391, "iqa_koniq10k_max": 0.4883318429041391, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.7039371728897095 }, { "lang": "en", "score": 0.09046189486980438 }, { "lang": "ja", "score": 0.07348467409610748 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.43298852323281645, "iqa_v2_live_min": 0.43298852323281645, "iqa_v2_live_max": 0.43298852323281645, "iqa_v2_csiq_mean": 0.625797688961029, "iqa_v2_csiq_min": 0.625797688961029, "iqa_v2_csiq_max": 0.625797688961029, "iqa_v2_tid2013_mean": 0.3565909597608778, "iqa_v2_tid2013_min": 0.3565909597608778, "iqa_v2_tid2013_max": 0.3565909597608778, "iqa_v2_kadid10k_mean": 0.3663330078125, "iqa_v2_kadid10k_min": 0.3663330078125, "iqa_v2_kadid10k_max": 0.3663330078125, "iqa_v2_flive_mean": 0.6293689458057135, "iqa_v2_flive_min": 0.6293689458057135, "iqa_v2_flive_max": 0.6293689458057135, "iqa_v2_spaq_mean": 0.5266399961529357, "iqa_v2_spaq_min": 0.5266399961529357, "iqa_v2_spaq_max": 0.5266399961529357, "iqa_v2_clive_mean": 0.4161315686774977, "iqa_v2_clive_min": 0.4161315686774977, "iqa_v2_clive_max": 0.4161315686774977, "iqa_v2_koniq10k_mean": 0.4883318429041391, "iqa_v2_koniq10k_min": 0.4883318429041391, "iqa_v2_koniq10k_max": 0.4883318429041391, "imdecont": { "jpg": 0.33773285150527954 }, "imdecont_image_match": { "jpg": 251067 }, "imdecont_max": 0.33773285150527954, "imdecont_mean": 0.33773285150527954, "imdecont_min": 0.33773285150527954, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.4140625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.4140625, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.4140625, "clip_score_dfn_public_prev_turn_only_min": 1.375, "clip_score_dfn_public_prev_turn_only_mean": 1.375, "clip_score_dfn_public_prev_turn_only_max": 1.375, "clip_score_siglip2_b16_224_prev_turn_only_min": -6.0078125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -6.0078125, "clip_score_siglip2_b16_224_prev_turn_only_max": -6.0078125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.046875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.046875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.046875, "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": 2.0546875, "clip_score_dfn_public_next_turn_only_mean": 2.0546875, "clip_score_dfn_public_next_turn_only_max": 2.0546875, "clip_score_siglip2_b16_224_next_turn_only_min": -8.3671875, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.3671875, "clip_score_siglip2_b16_224_next_turn_only_max": -8.3671875, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.46875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.46875, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.828125, "clip_score_dfn_public_prev_and_next_turn_min": 1.931640625, "clip_score_dfn_public_prev_and_next_turn_mean": 1.931640625, "clip_score_dfn_public_prev_and_next_turn_max": 1.931640625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.8515625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.8515625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.8515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.34375, "im_height": { "jpg": 2160 }, "im_height_mean": 2160.0, "im_height_min": 2160, "im_height_max": 2160, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5 }, "im_ar_mean": 0.5, "im_ar_min": 0.5, "im_ar_max": 0.5, "im_kilobytes": { "jpg": 6834.38 }, "im_kilobytes_mean": 6834.38, "im_kilobytes_min": 6834.38, "im_kilobytes_max": 6834.38, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2408.75 }, "im_clarity_mean": 2408.75, "im_clarity_min": 2408.75, "im_clarity_max": 2408.75, "im_luma": { "jpg": 189.31 }, "im_luma_mean": 189.31, "im_luma_min": 189.31, "im_luma_max": 189.31, "im_saturation": { "jpg": 26.25 }, "im_saturation_mean": 26.25, "im_saturation_min": 26.25, "im_saturation_max": 26.25, "im_entropy": { "jpg": 4.82 }, "im_entropy_mean": 4.82, "im_entropy_min": 4.82, "im_entropy_max": 4.82, "unifilter_score_qwen2_5_1_5b": 1.1826171875, "unifilter_score_qwen3_0_6b": 1.0400390625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.7039371728897095, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.09046189486980438, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.07348467409610748, "text_quality_weborganizer_topic_label": "History", "text_quality_weborganizer_topic_score": 0.699113130569458, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.37014055252075195, "text_quality_nvidia_domain_label": "Books_and_Literature", "text_quality_nvidia_domain_score": 0.5372392535209656, "text_quality_nvidia_edu_nemotron4_score": 0.88427734375, "text_quality_nvidia_edu_mixtral_score": 0.5078125, "text_quality_dclmbaseline_fasttext_score": 0.7636836171150208, "text_quality_dolma3_fasttext_score": 0.17865103483200073, "custom_fasttext_val_fasttext_score": 0.00022333860397338867, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 9.989738464355469e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.59375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.34375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.25, "within_sample_repetition_detection": 4.0 }, "109": { "detoxify": 1, "length_chars": 434, "length_tokens": 2635, "length_tokens_text_only": 331, "length_tokens_trainable_only": 268, "length_images": 1, "iqa_live_mean": 0.46550114949544263, "iqa_live_min": 0.46550114949544263, "iqa_live_max": 0.46550114949544263, "iqa_csiq_mean": 0.663273274898529, "iqa_csiq_min": 0.663273274898529, "iqa_csiq_max": 0.663273274898529, "iqa_tid2013_mean": 0.3445466889275445, "iqa_tid2013_min": 0.3445466889275445, "iqa_tid2013_max": 0.3445466889275445, "iqa_kadid10k_mean": 0.4461669921875, "iqa_kadid10k_min": 0.4461669921875, "iqa_kadid10k_max": 0.4461669921875, "iqa_flive_mean": 0.6516917835582386, "iqa_flive_min": 0.6516917835582386, "iqa_flive_max": 0.6516917835582386, "iqa_spaq_mean": 0.5320653433751579, "iqa_spaq_min": 0.5320653433751579, "iqa_spaq_max": 0.5320653433751579, "iqa_clive_mean": 0.4764762261901239, "iqa_clive_min": 0.4764762261901239, "iqa_clive_max": 0.4764762261901239, "iqa_koniq10k_mean": 0.504982726742523, "iqa_koniq10k_min": 0.504982726742523, "iqa_koniq10k_max": 0.504982726742523, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9289548397064209 }, { "lang": "en", "score": 0.014880294911563396 }, { "lang": "ko", "score": 0.009646574966609478 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.46550114949544263, "iqa_v2_live_min": 0.46550114949544263, "iqa_v2_live_max": 0.46550114949544263, "iqa_v2_csiq_mean": 0.663273274898529, "iqa_v2_csiq_min": 0.663273274898529, "iqa_v2_csiq_max": 0.663273274898529, "iqa_v2_tid2013_mean": 0.3445466889275445, "iqa_v2_tid2013_min": 0.3445466889275445, "iqa_v2_tid2013_max": 0.3445466889275445, "iqa_v2_kadid10k_mean": 0.4461669921875, "iqa_v2_kadid10k_min": 0.4461669921875, "iqa_v2_kadid10k_max": 0.4461669921875, "iqa_v2_flive_mean": 0.6516917835582386, "iqa_v2_flive_min": 0.6516917835582386, "iqa_v2_flive_max": 0.6516917835582386, "iqa_v2_spaq_mean": 0.5320653433751579, "iqa_v2_spaq_min": 0.5320653433751579, "iqa_v2_spaq_max": 0.5320653433751579, "iqa_v2_clive_mean": 0.4764762261901239, "iqa_v2_clive_min": 0.4764762261901239, "iqa_v2_clive_max": 0.4764762261901239, "iqa_v2_koniq10k_mean": 0.504982726742523, "iqa_v2_koniq10k_min": 0.504982726742523, "iqa_v2_koniq10k_max": 0.504982726742523, "imdecont": { "jpg": 0.36628472805023193 }, "imdecont_image_match": { "jpg": 107218 }, "imdecont_max": 0.36628472805023193, "imdecont_mean": 0.36628472805023193, "imdecont_min": 0.36628472805023193, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.359375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.359375, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.359375, "clip_score_dfn_public_prev_turn_only_min": 2.55859375, "clip_score_dfn_public_prev_turn_only_mean": 2.55859375, "clip_score_dfn_public_prev_turn_only_max": 2.55859375, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.625, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.703125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.703125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.703125, "clip_score_clip_vitl14_224_next_turn_only_min": 24.921875, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.921875, "clip_score_clip_vitl14_224_next_turn_only_max": 24.921875, "clip_score_dfn_public_next_turn_only_min": 3.89453125, "clip_score_dfn_public_next_turn_only_mean": 3.89453125, "clip_score_dfn_public_next_turn_only_max": 3.89453125, "clip_score_siglip2_b16_224_next_turn_only_min": -5.7734375, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.7734375, "clip_score_siglip2_b16_224_next_turn_only_max": -5.7734375, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.78125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.78125, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.75, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.75, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.75, "clip_score_dfn_public_prev_and_next_turn_min": 2.802734375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.802734375, "clip_score_dfn_public_prev_and_next_turn_max": 2.802734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.078125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.078125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.953125, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4768.43 }, "im_clarity_mean": 4768.43, "im_clarity_min": 4768.43, "im_clarity_max": 4768.43, "im_luma": { "jpg": 227.84 }, "im_luma_mean": 227.84, "im_luma_min": 227.84, "im_luma_max": 227.84, "im_saturation": { "jpg": 9.61 }, "im_saturation_mean": 9.61, "im_saturation_min": 9.61, "im_saturation_max": 9.61, "im_entropy": { "jpg": 3.42 }, "im_entropy_mean": 3.42, "im_entropy_min": 3.42, "im_entropy_max": 3.42, "unifilter_score_qwen2_5_1_5b": -2.15625, "unifilter_score_qwen3_0_6b": 0.09075927734375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9289548397064209, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.014880294911563396, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.009646574966609478, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.7114068269729614, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.37130799889564514, "text_quality_nvidia_domain_label": "Sports", "text_quality_nvidia_domain_score": 0.9966424703598022, "text_quality_nvidia_edu_nemotron4_score": 1.76953125, "text_quality_nvidia_edu_mixtral_score": 1.2333984375, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 1.823902130126953e-05, "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": 3.859375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.359375, "within_sample_repetition_detection": 4.0 }, "106": { "detoxify": 1, "length_chars": 375, "length_tokens": 1029, "length_tokens_text_only": 262, "length_tokens_trainable_only": 201, "length_images": 1, "iqa_live_mean": 0.5457568313136245, "iqa_live_min": 0.5457568313136245, "iqa_live_max": 0.5457568313136245, "iqa_csiq_mean": 0.682682454586029, "iqa_csiq_min": 0.682682454586029, "iqa_csiq_max": 0.682682454586029, "iqa_tid2013_mean": 0.3969012896219889, "iqa_tid2013_min": 0.3969012896219889, "iqa_tid2013_max": 0.3969012896219889, "iqa_kadid10k_mean": 0.399658203125, "iqa_kadid10k_min": 0.399658203125, "iqa_kadid10k_max": 0.399658203125, "iqa_flive_mean": 0.6608359596946023, "iqa_flive_min": 0.6608359596946023, "iqa_flive_max": 0.6608359596946023, "iqa_spaq_mean": 0.45488731307212754, "iqa_spaq_min": 0.45488731307212754, "iqa_spaq_max": 0.45488731307212754, "iqa_clive_mean": 0.3709926797886088, "iqa_clive_min": 0.3709926797886088, "iqa_clive_max": 0.3709926797886088, "iqa_koniq10k_mean": 0.5247112620960582, "iqa_koniq10k_min": 0.5247112620960582, "iqa_koniq10k_max": 0.5247112620960582, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.801286518573761 }, { "lang": "en", "score": 0.0496184304356575 }, { "lang": "ta", "score": 0.022798355668783188 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5457568313136245, "iqa_v2_live_min": 0.5457568313136245, "iqa_v2_live_max": 0.5457568313136245, "iqa_v2_csiq_mean": 0.682682454586029, "iqa_v2_csiq_min": 0.682682454586029, "iqa_v2_csiq_max": 0.682682454586029, "iqa_v2_tid2013_mean": 0.3969012896219889, "iqa_v2_tid2013_min": 0.3969012896219889, "iqa_v2_tid2013_max": 0.3969012896219889, "iqa_v2_kadid10k_mean": 0.399658203125, "iqa_v2_kadid10k_min": 0.399658203125, "iqa_v2_kadid10k_max": 0.399658203125, "iqa_v2_flive_mean": 0.6608359596946023, "iqa_v2_flive_min": 0.6608359596946023, "iqa_v2_flive_max": 0.6608359596946023, "iqa_v2_spaq_mean": 0.45488731307212754, "iqa_v2_spaq_min": 0.45488731307212754, "iqa_v2_spaq_max": 0.45488731307212754, "iqa_v2_clive_mean": 0.3709926797886088, "iqa_v2_clive_min": 0.3709926797886088, "iqa_v2_clive_max": 0.3709926797886088, "iqa_v2_koniq10k_mean": 0.5247112620960582, "iqa_v2_koniq10k_min": 0.5247112620960582, "iqa_v2_koniq10k_max": 0.5247112620960582, "imdecont": { "jpg": 0.4702942371368408 }, "imdecont_image_match": { "jpg": 105021 }, "imdecont_max": 0.4702942371368408, "imdecont_mean": 0.4702942371368408, "imdecont_min": 0.4702942371368408, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.703125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.703125, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.703125, "clip_score_dfn_public_prev_turn_only_min": 0.8515625, "clip_score_dfn_public_prev_turn_only_mean": 0.8515625, "clip_score_dfn_public_prev_turn_only_max": 0.8515625, "clip_score_siglip2_b16_224_prev_turn_only_min": -10.296875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -10.296875, "clip_score_siglip2_b16_224_prev_turn_only_max": -10.296875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.265625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.265625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.265625, "clip_score_clip_vitl14_224_next_turn_only_min": 27.4375, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.4375, "clip_score_clip_vitl14_224_next_turn_only_max": 27.4375, "clip_score_dfn_public_next_turn_only_min": 0.79150390625, "clip_score_dfn_public_next_turn_only_mean": 0.79150390625, "clip_score_dfn_public_next_turn_only_max": 0.79150390625, "clip_score_siglip2_b16_224_next_turn_only_min": -7.53125, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.53125, "clip_score_siglip2_b16_224_next_turn_only_max": -7.53125, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.109375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.109375, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.109375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.8125, "clip_score_dfn_public_prev_and_next_turn_min": 2.2109375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.2109375, "clip_score_dfn_public_prev_and_next_turn_max": 2.2109375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -9.3125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -9.3125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -9.3125, "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": 960 }, "im_height_mean": 960.0, "im_height_min": 960, "im_height_max": 960, "im_width": { "jpg": 540 }, "im_width_mean": 540.0, "im_width_min": 540, "im_width_max": 540, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 1518.75 }, "im_kilobytes_mean": 1518.75, "im_kilobytes_min": 1518.75, "im_kilobytes_max": 1518.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2787.57 }, "im_clarity_mean": 2787.57, "im_clarity_min": 2787.57, "im_clarity_max": 2787.57, "im_luma": { "jpg": 235.81 }, "im_luma_mean": 235.81, "im_luma_min": 235.81, "im_luma_max": 235.81, "im_saturation": { "jpg": 9.05 }, "im_saturation_mean": 9.05, "im_saturation_min": 9.05, "im_saturation_max": 9.05, "im_entropy": { "jpg": 3.32 }, "im_entropy_mean": 3.32, "im_entropy_min": 3.32, "im_entropy_max": 3.32, "unifilter_score_qwen2_5_1_5b": -0.822265625, "unifilter_score_qwen3_0_6b": -3.26953125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.801286518573761, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.0496184304356575, "language_detection_annotation_nllb_2_lan": "ta", "language_detection_annotation_nllb_2_score": 0.022798355668783188, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.22443218529224396, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.26398199796676636, "text_quality_nvidia_domain_label": "Finance", "text_quality_nvidia_domain_score": 0.9997497200965881, "text_quality_nvidia_edu_nemotron4_score": 1.23828125, "text_quality_nvidia_edu_mixtral_score": 0.5615234375, "text_quality_dclmbaseline_fasttext_score": 0.9995298385620117, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 3.540515899658203e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 8.58306884765625e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.375, "within_sample_repetition_detection": 4.0 }, "111": { "detoxify": 1, "length_chars": 517, "length_tokens": 2684, "length_tokens_text_only": 380, "length_tokens_trainable_only": 316, "length_images": 1, "iqa_live_mean": 0.3569152523772885, "iqa_live_min": 0.3569152523772885, "iqa_live_max": 0.3569152523772885, "iqa_csiq_mean": 0.605045735836029, "iqa_csiq_min": 0.605045735836029, "iqa_csiq_max": 0.605045735836029, "iqa_tid2013_mean": 0.22052325142754448, "iqa_tid2013_min": 0.22052325142754448, "iqa_tid2013_max": 0.22052325142754448, "iqa_kadid10k_mean": 0.2911376953125, "iqa_kadid10k_min": 0.2911376953125, "iqa_kadid10k_max": 0.2911376953125, "iqa_flive_mean": 0.6417701798255998, "iqa_flive_min": 0.6417701798255998, "iqa_flive_max": 0.6417701798255998, "iqa_spaq_mean": 0.5059348982994003, "iqa_spaq_min": 0.5059348982994003, "iqa_spaq_max": 0.5059348982994003, "iqa_clive_mean": 0.5459847883744674, "iqa_clive_min": 0.5459847883744674, "iqa_clive_max": 0.5459847883744674, "iqa_koniq10k_mean": 0.45739749946979563, "iqa_koniq10k_min": 0.45739749946979563, "iqa_koniq10k_max": 0.45739749946979563, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.7720139026641846 }, { "lang": "en", "score": 0.06234511360526085 }, { "lang": "ja", "score": 0.02828395925462246 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3569152523772885, "iqa_v2_live_min": 0.3569152523772885, "iqa_v2_live_max": 0.3569152523772885, "iqa_v2_csiq_mean": 0.605045735836029, "iqa_v2_csiq_min": 0.605045735836029, "iqa_v2_csiq_max": 0.605045735836029, "iqa_v2_tid2013_mean": 0.22052325142754448, "iqa_v2_tid2013_min": 0.22052325142754448, "iqa_v2_tid2013_max": 0.22052325142754448, "iqa_v2_kadid10k_mean": 0.2911376953125, "iqa_v2_kadid10k_min": 0.2911376953125, "iqa_v2_kadid10k_max": 0.2911376953125, "iqa_v2_flive_mean": 0.6417701798255998, "iqa_v2_flive_min": 0.6417701798255998, "iqa_v2_flive_max": 0.6417701798255998, "iqa_v2_spaq_mean": 0.5059348982994003, "iqa_v2_spaq_min": 0.5059348982994003, "iqa_v2_spaq_max": 0.5059348982994003, "iqa_v2_clive_mean": 0.5459847883744674, "iqa_v2_clive_min": 0.5459847883744674, "iqa_v2_clive_max": 0.5459847883744674, "iqa_v2_koniq10k_mean": 0.45739749946979563, "iqa_v2_koniq10k_min": 0.45739749946979563, "iqa_v2_koniq10k_max": 0.45739749946979563, "imdecont": { "jpg": 0.38129353523254395 }, "imdecont_image_match": { "jpg": 215270 }, "imdecont_max": 0.38129353523254395, "imdecont_mean": 0.38129353523254395, "imdecont_min": 0.38129353523254395, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.328125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.328125, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.328125, "clip_score_dfn_public_prev_turn_only_min": 3.2421875, "clip_score_dfn_public_prev_turn_only_mean": 3.2421875, "clip_score_dfn_public_prev_turn_only_max": 3.2421875, "clip_score_siglip2_b16_224_prev_turn_only_min": -6.828125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -6.828125, "clip_score_siglip2_b16_224_prev_turn_only_max": -6.828125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.46875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.46875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.46875, "clip_score_clip_vitl14_224_next_turn_only_min": 20.84375, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.84375, "clip_score_clip_vitl14_224_next_turn_only_max": 20.84375, "clip_score_dfn_public_next_turn_only_min": 2.30078125, "clip_score_dfn_public_next_turn_only_mean": 2.30078125, "clip_score_dfn_public_next_turn_only_max": 2.30078125, "clip_score_siglip2_b16_224_next_turn_only_min": -9.203125, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.203125, "clip_score_siglip2_b16_224_next_turn_only_max": -9.203125, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.390625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.390625, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.65625, "clip_score_dfn_public_prev_and_next_turn_min": 2.53125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.53125, "clip_score_dfn_public_prev_and_next_turn_max": 2.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.4296875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.4296875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.4296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.578125, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 9156.41 }, "im_clarity_mean": 9156.41, "im_clarity_min": 9156.41, "im_clarity_max": 9156.41, "im_luma": { "jpg": 227.65 }, "im_luma_mean": 227.65, "im_luma_min": 227.65, "im_luma_max": 227.65, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 3.1 }, "im_entropy_mean": 3.1, "im_entropy_min": 3.1, "im_entropy_max": 3.1, "unifilter_score_qwen2_5_1_5b": 0.353515625, "unifilter_score_qwen3_0_6b": 6.0078125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.7720139026641846, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.06234511360526085, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.02828395925462246, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.21072761714458466, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.45834141969680786, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.883135199546814, "text_quality_nvidia_edu_nemotron4_score": 1.7490234375, "text_quality_nvidia_edu_mixtral_score": 1.580078125, "text_quality_dclmbaseline_fasttext_score": 0.9997214674949646, "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": 9.5367431640625e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.65625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.40625, "within_sample_repetition_detection": 4.0 }, "112": { "detoxify": 1, "length_chars": 431, "length_tokens": 2645, "length_tokens_text_only": 341, "length_tokens_trainable_only": 277, "length_images": 1, "iqa_live_mean": 0.5823335358590791, "iqa_live_min": 0.5823335358590791, "iqa_live_max": 0.5823335358590791, "iqa_csiq_mean": 0.693668782711029, "iqa_csiq_min": 0.693668782711029, "iqa_csiq_max": 0.693668782711029, "iqa_tid2013_mean": 0.36472898059421116, "iqa_tid2013_min": 0.36472898059421116, "iqa_tid2013_max": 0.36472898059421116, "iqa_kadid10k_mean": 0.3812255859375, "iqa_kadid10k_min": 0.3812255859375, "iqa_kadid10k_max": 0.3812255859375, "iqa_flive_mean": 0.6691614016137942, "iqa_flive_min": 0.6691614016137942, "iqa_flive_max": 0.6691614016137942, "iqa_spaq_mean": 0.5042431763928347, "iqa_spaq_min": 0.5042431763928347, "iqa_spaq_max": 0.5042431763928347, "iqa_clive_mean": 0.37454381615224513, "iqa_clive_min": 0.37454381615224513, "iqa_clive_max": 0.37454381615224513, "iqa_koniq10k_mean": 0.5969966156314118, "iqa_koniq10k_min": 0.5969966156314118, "iqa_koniq10k_max": 0.5969966156314118, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8311882019042969 }, { "lang": "en", "score": 0.05710610747337341 }, { "lang": "ko", "score": 0.019129212945699692 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5823335358590791, "iqa_v2_live_min": 0.5823335358590791, "iqa_v2_live_max": 0.5823335358590791, "iqa_v2_csiq_mean": 0.693668782711029, "iqa_v2_csiq_min": 0.693668782711029, "iqa_v2_csiq_max": 0.693668782711029, "iqa_v2_tid2013_mean": 0.36472898059421116, "iqa_v2_tid2013_min": 0.36472898059421116, "iqa_v2_tid2013_max": 0.36472898059421116, "iqa_v2_kadid10k_mean": 0.3812255859375, "iqa_v2_kadid10k_min": 0.3812255859375, "iqa_v2_kadid10k_max": 0.3812255859375, "iqa_v2_flive_mean": 0.6691614016137942, "iqa_v2_flive_min": 0.6691614016137942, "iqa_v2_flive_max": 0.6691614016137942, "iqa_v2_spaq_mean": 0.5042431763928347, "iqa_v2_spaq_min": 0.5042431763928347, "iqa_v2_spaq_max": 0.5042431763928347, "iqa_v2_clive_mean": 0.37454381615224513, "iqa_v2_clive_min": 0.37454381615224513, "iqa_v2_clive_max": 0.37454381615224513, "iqa_v2_koniq10k_mean": 0.5969966156314118, "iqa_v2_koniq10k_min": 0.5969966156314118, "iqa_v2_koniq10k_max": 0.5969966156314118, "imdecont": { "jpg": 0.3798258900642395 }, "imdecont_image_match": { "jpg": 107557 }, "imdecont_max": 0.3798258900642395, "imdecont_mean": 0.3798258900642395, "imdecont_min": 0.3798258900642395, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.0, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.0, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.0, "clip_score_dfn_public_prev_turn_only_min": 0.74853515625, "clip_score_dfn_public_prev_turn_only_mean": 0.74853515625, "clip_score_dfn_public_prev_turn_only_max": 0.74853515625, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.65625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.65625, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.65625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.75, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.75, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.75, "clip_score_clip_vitl14_224_next_turn_only_min": 24.125, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.125, "clip_score_clip_vitl14_224_next_turn_only_max": 24.125, "clip_score_dfn_public_next_turn_only_min": 1.71484375, "clip_score_dfn_public_next_turn_only_mean": 1.71484375, "clip_score_dfn_public_next_turn_only_max": 1.71484375, "clip_score_siglip2_b16_224_next_turn_only_min": -8.4453125, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.4453125, "clip_score_siglip2_b16_224_next_turn_only_max": -8.4453125, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.15625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.15625, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.15625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.0625, "clip_score_dfn_public_prev_and_next_turn_min": 1.654296875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.654296875, "clip_score_dfn_public_prev_and_next_turn_max": 1.654296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -10.96875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -10.96875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -10.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.296875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1045.33 }, "im_clarity_mean": 1045.33, "im_clarity_min": 1045.33, "im_clarity_max": 1045.33, "im_luma": { "jpg": 235.62 }, "im_luma_mean": 235.62, "im_luma_min": 235.62, "im_luma_max": 235.62, "im_saturation": { "jpg": 3.96 }, "im_saturation_mean": 3.96, "im_saturation_min": 3.96, "im_saturation_max": 3.96, "im_entropy": { "jpg": 2.25 }, "im_entropy_mean": 2.25, "im_entropy_min": 2.25, "im_entropy_max": 2.25, "unifilter_score_qwen2_5_1_5b": 2.15234375, "unifilter_score_qwen3_0_6b": 1.8544921875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8311882019042969, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.05710610747337341, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.019129212945699692, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.293351948261261, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.4418620467185974, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9972823858261108, "text_quality_nvidia_edu_nemotron4_score": 1.458984375, "text_quality_nvidia_edu_mixtral_score": 0.96337890625, "text_quality_dclmbaseline_fasttext_score": 0.1250019669532776, "text_quality_dolma3_fasttext_score": 0.77077716588974, "custom_fasttext_val_fasttext_score": 0.0017533302307128906, "custom_fasttext_core_fasttext_score": 1.1444091796875e-05, "custom_fasttext_val_clean_fasttext_score": 0.0007500648498535156, "custom_fasttext_core_clean_fasttext_score": 7.033348083496094e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.28125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.25, "within_sample_repetition_detection": 4.0 }, "102": { "detoxify": 1, "length_chars": 346, "length_tokens": 2576, "length_tokens_text_only": 272, "length_tokens_trainable_only": 207, "length_images": 1, "iqa_live_mean": 0.31872080793284396, "iqa_live_min": 0.31872080793284396, "iqa_live_max": 0.31872080793284396, "iqa_csiq_mean": 0.529118001461029, "iqa_csiq_min": 0.529118001461029, "iqa_csiq_max": 0.529118001461029, "iqa_tid2013_mean": 0.22659964031643337, "iqa_tid2013_min": 0.22659964031643337, "iqa_tid2013_max": 0.22659964031643337, "iqa_kadid10k_mean": 0.2684326171875, "iqa_kadid10k_min": 0.2684326171875, "iqa_kadid10k_max": 0.2684326171875, "iqa_flive_mean": 0.620214905401673, "iqa_flive_min": 0.620214905401673, "iqa_flive_max": 0.620214905401673, "iqa_spaq_mean": 0.529303348425663, "iqa_spaq_min": 0.529303348425663, "iqa_spaq_max": 0.529303348425663, "iqa_clive_mean": 0.36396932120275016, "iqa_clive_min": 0.36396932120275016, "iqa_clive_max": 0.36396932120275016, "iqa_koniq10k_mean": 0.4790199742172704, "iqa_koniq10k_min": 0.4790199742172704, "iqa_koniq10k_max": 0.4790199742172704, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.6612890958786011 }, { "lang": "en", "score": 0.1048375591635704 }, { "lang": "ja", "score": 0.0723593682050705 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.31872080793284396, "iqa_v2_live_min": 0.31872080793284396, "iqa_v2_live_max": 0.31872080793284396, "iqa_v2_csiq_mean": 0.529118001461029, "iqa_v2_csiq_min": 0.529118001461029, "iqa_v2_csiq_max": 0.529118001461029, "iqa_v2_tid2013_mean": 0.22659964031643337, "iqa_v2_tid2013_min": 0.22659964031643337, "iqa_v2_tid2013_max": 0.22659964031643337, "iqa_v2_kadid10k_mean": 0.2684326171875, "iqa_v2_kadid10k_min": 0.2684326171875, "iqa_v2_kadid10k_max": 0.2684326171875, "iqa_v2_flive_mean": 0.620214905401673, "iqa_v2_flive_min": 0.620214905401673, "iqa_v2_flive_max": 0.620214905401673, "iqa_v2_spaq_mean": 0.529303348425663, "iqa_v2_spaq_min": 0.529303348425663, "iqa_v2_spaq_max": 0.529303348425663, "iqa_v2_clive_mean": 0.36396932120275016, "iqa_v2_clive_min": 0.36396932120275016, "iqa_v2_clive_max": 0.36396932120275016, "iqa_v2_koniq10k_mean": 0.4790199742172704, "iqa_v2_koniq10k_min": 0.4790199742172704, "iqa_v2_koniq10k_max": 0.4790199742172704, "imdecont": { "jpg": 0.4278491735458374 }, "imdecont_image_match": { "jpg": 215263 }, "imdecont_max": 0.4278491735458374, "imdecont_mean": 0.4278491735458374, "imdecont_min": 0.4278491735458374, "clip_score_clip_vitl14_224_prev_turn_only_min": 13.6328125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 13.6328125, "clip_score_clip_vitl14_224_prev_turn_only_max": 13.6328125, "clip_score_dfn_public_prev_turn_only_min": 1.7255859375, "clip_score_dfn_public_prev_turn_only_mean": 1.7255859375, "clip_score_dfn_public_prev_turn_only_max": 1.7255859375, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.875, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.359375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.359375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.359375, "clip_score_clip_vitl14_224_next_turn_only_min": 20.609375, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.609375, "clip_score_clip_vitl14_224_next_turn_only_max": 20.609375, "clip_score_dfn_public_next_turn_only_min": 2.220703125, "clip_score_dfn_public_next_turn_only_mean": 2.220703125, "clip_score_dfn_public_next_turn_only_max": 2.220703125, "clip_score_siglip2_b16_224_next_turn_only_min": -7.1484375, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.1484375, "clip_score_siglip2_b16_224_next_turn_only_max": -7.1484375, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.71875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.71875, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 18.75, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 18.75, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 18.75, "clip_score_dfn_public_prev_and_next_turn_min": 2.451171875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.451171875, "clip_score_dfn_public_prev_and_next_turn_max": 2.451171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -7.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -7.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -7.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.921875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3475.95 }, "im_clarity_mean": 3475.95, "im_clarity_min": 3475.95, "im_clarity_max": 3475.95, "im_luma": { "jpg": 236.08 }, "im_luma_mean": 236.08, "im_luma_min": 236.08, "im_luma_max": 236.08, "im_saturation": { "jpg": 0.1 }, "im_saturation_mean": 0.1, "im_saturation_min": 0.1, "im_saturation_max": 0.1, "im_entropy": { "jpg": 2.12 }, "im_entropy_mean": 2.12, "im_entropy_min": 2.12, "im_entropy_max": 2.12, "unifilter_score_qwen2_5_1_5b": 0.041534423828125, "unifilter_score_qwen3_0_6b": -1.2275390625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.6612890958786011, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.1048375591635704, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.0723593682050705, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.24079488217830658, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.21024160087108612, "text_quality_nvidia_domain_label": "Business_and_Industrial", "text_quality_nvidia_domain_score": 0.9952333569526672, "text_quality_nvidia_edu_nemotron4_score": 0.9755859375, "text_quality_nvidia_edu_mixtral_score": 0.6220703125, "text_quality_dclmbaseline_fasttext_score": 0.6522667407989502, "text_quality_dolma3_fasttext_score": 0.00435715913772583, "custom_fasttext_val_fasttext_score": 2.1457672119140625e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00014722347259521484, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.15625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.96875, "within_sample_repetition_detection": 4.0 }, "110": { "detoxify": 1, "length_chars": 356, "length_tokens": 2554, "length_tokens_text_only": 251, "length_tokens_trainable_only": 190, "length_images": 1, "iqa_live_mean": 0.29504656550860153, "iqa_live_min": 0.29504656550860153, "iqa_live_max": 0.29504656550860153, "iqa_csiq_mean": 0.508366048336029, "iqa_csiq_min": 0.508366048336029, "iqa_csiq_max": 0.508366048336029, "iqa_tid2013_mean": 0.17929061253865558, "iqa_tid2013_min": 0.17929061253865558, "iqa_tid2013_max": 0.17929061253865558, "iqa_kadid10k_mean": 0.2149658203125, "iqa_kadid10k_min": 0.2149658203125, "iqa_kadid10k_max": 0.2149658203125, "iqa_flive_mean": 0.5999339710582386, "iqa_flive_min": 0.5999339710582386, "iqa_flive_max": 0.5999339710582386, "iqa_spaq_mean": 0.5346892385771781, "iqa_spaq_min": 0.5346892385771781, "iqa_spaq_max": 0.5346892385771781, "iqa_clive_mean": 0.40240050807143707, "iqa_clive_min": 0.40240050807143707, "iqa_clive_max": 0.40240050807143707, "iqa_koniq10k_mean": 0.47396946916676536, "iqa_koniq10k_min": 0.47396946916676536, "iqa_koniq10k_max": 0.47396946916676536, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9609870910644531 }, { "lang": "en", "score": 0.012319432571530342 }, { "lang": "ko", "score": 0.006383693311363459 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.29504656550860153, "iqa_v2_live_min": 0.29504656550860153, "iqa_v2_live_max": 0.29504656550860153, "iqa_v2_csiq_mean": 0.508366048336029, "iqa_v2_csiq_min": 0.508366048336029, "iqa_v2_csiq_max": 0.508366048336029, "iqa_v2_tid2013_mean": 0.17929061253865558, "iqa_v2_tid2013_min": 0.17929061253865558, "iqa_v2_tid2013_max": 0.17929061253865558, "iqa_v2_kadid10k_mean": 0.2149658203125, "iqa_v2_kadid10k_min": 0.2149658203125, "iqa_v2_kadid10k_max": 0.2149658203125, "iqa_v2_flive_mean": 0.5999339710582386, "iqa_v2_flive_min": 0.5999339710582386, "iqa_v2_flive_max": 0.5999339710582386, "iqa_v2_spaq_mean": 0.5346892385771781, "iqa_v2_spaq_min": 0.5346892385771781, "iqa_v2_spaq_max": 0.5346892385771781, "iqa_v2_clive_mean": 0.40240050807143707, "iqa_v2_clive_min": 0.40240050807143707, "iqa_v2_clive_max": 0.40240050807143707, "iqa_v2_koniq10k_mean": 0.47396946916676536, "iqa_v2_koniq10k_min": 0.47396946916676536, "iqa_v2_koniq10k_max": 0.47396946916676536, "imdecont": { "jpg": 0.43815815448760986 }, "imdecont_image_match": { "jpg": 189408 }, "imdecont_max": 0.43815815448760986, "imdecont_mean": 0.43815815448760986, "imdecont_min": 0.43815815448760986, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.421875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.421875, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.421875, "clip_score_dfn_public_prev_turn_only_min": 1.5849609375, "clip_score_dfn_public_prev_turn_only_mean": 1.5849609375, "clip_score_dfn_public_prev_turn_only_max": 1.5849609375, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.6328125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.6328125, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.6328125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.515625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.515625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.515625, "clip_score_clip_vitl14_224_next_turn_only_min": 23.015625, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.015625, "clip_score_clip_vitl14_224_next_turn_only_max": 23.015625, "clip_score_dfn_public_next_turn_only_min": 3.435546875, "clip_score_dfn_public_next_turn_only_mean": 3.435546875, "clip_score_dfn_public_next_turn_only_max": 3.435546875, "clip_score_siglip2_b16_224_next_turn_only_min": -3.4765625, "clip_score_siglip2_b16_224_next_turn_only_mean": -3.4765625, "clip_score_siglip2_b16_224_next_turn_only_max": -3.4765625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.28125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.28125, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.90625, "clip_score_dfn_public_prev_and_next_turn_min": 3.35546875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.35546875, "clip_score_dfn_public_prev_and_next_turn_max": 3.35546875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.8203125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.8203125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.8203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.25, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3775.95 }, "im_clarity_mean": 3775.95, "im_clarity_min": 3775.95, "im_clarity_max": 3775.95, "im_luma": { "jpg": 234.39 }, "im_luma_mean": 234.39, "im_luma_min": 234.39, "im_luma_max": 234.39, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 2.25 }, "im_entropy_mean": 2.25, "im_entropy_min": 2.25, "im_entropy_max": 2.25, "unifilter_score_qwen2_5_1_5b": -1.1416015625, "unifilter_score_qwen3_0_6b": -1.970703125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9609870910644531, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.012319432571530342, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.006383693311363459, "text_quality_weborganizer_topic_label": "Crime & Law", "text_quality_weborganizer_topic_score": 0.35528430342674255, "text_quality_weborganizer_format_label": "Documentation", "text_quality_weborganizer_format_score": 0.30288392305374146, "text_quality_nvidia_domain_label": "Law_and_Government", "text_quality_nvidia_domain_score": 0.9752604365348816, "text_quality_nvidia_edu_nemotron4_score": 1.3935546875, "text_quality_nvidia_edu_mixtral_score": 0.947265625, "text_quality_dclmbaseline_fasttext_score": 0.9999990463256836, "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": 4.71875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.09375, "within_sample_repetition_detection": 3.0 }, "104": { "detoxify": 1, "length_chars": 744, "length_tokens": 2880, "length_tokens_text_only": 576, "length_tokens_trainable_only": 511, "length_images": 1, "iqa_live_mean": 0.3517069190439551, "iqa_live_min": 0.3517069190439551, "iqa_live_max": 0.3517069190439551, "iqa_csiq_mean": 0.557560384273529, "iqa_csiq_min": 0.557560384273529, "iqa_csiq_max": 0.557560384273529, "iqa_tid2013_mean": 0.2767298486497667, "iqa_tid2013_min": 0.2767298486497667, "iqa_tid2013_max": 0.2767298486497667, "iqa_kadid10k_mean": 0.2774658203125, "iqa_kadid10k_min": 0.2774658203125, "iqa_kadid10k_max": 0.2774658203125, "iqa_flive_mean": 0.6336007166390468, "iqa_flive_min": 0.6336007166390468, "iqa_flive_max": 0.6336007166390468, "iqa_spaq_mean": 0.5267583673650569, "iqa_spaq_min": 0.5267583673650569, "iqa_spaq_max": 0.5267583673650569, "iqa_clive_mean": 0.3544996242330532, "iqa_clive_min": 0.3544996242330532, "iqa_clive_max": 0.3544996242330532, "iqa_koniq10k_mean": 0.4788621459344421, "iqa_koniq10k_min": 0.4788621459344421, "iqa_koniq10k_max": 0.4788621459344421, "zero_sequence_filter": 3, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8540464639663696 }, { "lang": "en", "score": 0.04060405120253563 }, { "lang": "ja", "score": 0.037803180515766144 } ], "digit_sequence_filter": 3, "iqa_v2_live_mean": 0.3517069190439551, "iqa_v2_live_min": 0.3517069190439551, "iqa_v2_live_max": 0.3517069190439551, "iqa_v2_csiq_mean": 0.557560384273529, "iqa_v2_csiq_min": 0.557560384273529, "iqa_v2_csiq_max": 0.557560384273529, "iqa_v2_tid2013_mean": 0.2767298486497667, "iqa_v2_tid2013_min": 0.2767298486497667, "iqa_v2_tid2013_max": 0.2767298486497667, "iqa_v2_kadid10k_mean": 0.2774658203125, "iqa_v2_kadid10k_min": 0.2774658203125, "iqa_v2_kadid10k_max": 0.2774658203125, "iqa_v2_flive_mean": 0.6336007166390468, "iqa_v2_flive_min": 0.6336007166390468, "iqa_v2_flive_max": 0.6336007166390468, "iqa_v2_spaq_mean": 0.5267583673650569, "iqa_v2_spaq_min": 0.5267583673650569, "iqa_v2_spaq_max": 0.5267583673650569, "iqa_v2_clive_mean": 0.3544996242330532, "iqa_v2_clive_min": 0.3544996242330532, "iqa_v2_clive_max": 0.3544996242330532, "iqa_v2_koniq10k_mean": 0.4788621459344421, "iqa_v2_koniq10k_min": 0.4788621459344421, "iqa_v2_koniq10k_max": 0.4788621459344421, "imdecont": { "jpg": 0.4123408794403076 }, "imdecont_image_match": { "jpg": 189130 }, "imdecont_max": 0.4123408794403076, "imdecont_mean": 0.4123408794403076, "imdecont_min": 0.4123408794403076, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.21875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.21875, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.21875, "clip_score_dfn_public_prev_turn_only_min": 1.99609375, "clip_score_dfn_public_prev_turn_only_mean": 1.99609375, "clip_score_dfn_public_prev_turn_only_max": 1.99609375, "clip_score_siglip2_b16_224_prev_turn_only_min": -10.453125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -10.453125, "clip_score_siglip2_b16_224_prev_turn_only_max": -10.453125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.875, "clip_score_clip_vitl14_224_next_turn_only_min": 23.828125, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.828125, "clip_score_clip_vitl14_224_next_turn_only_max": 23.828125, "clip_score_dfn_public_next_turn_only_min": 0.50439453125, "clip_score_dfn_public_next_turn_only_mean": 0.50439453125, "clip_score_dfn_public_next_turn_only_max": 0.50439453125, "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": 23.765625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.765625, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.8125, "clip_score_dfn_public_prev_and_next_turn_min": 1.20703125, "clip_score_dfn_public_prev_and_next_turn_mean": 1.20703125, "clip_score_dfn_public_prev_and_next_turn_max": 1.20703125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.421875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.421875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.421875, "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": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3799.89 }, "im_clarity_mean": 3799.89, "im_clarity_min": 3799.89, "im_clarity_max": 3799.89, "im_luma": { "jpg": 231.5 }, "im_luma_mean": 231.5, "im_luma_min": 231.5, "im_luma_max": 231.5, "im_saturation": { "jpg": 13.98 }, "im_saturation_mean": 13.98, "im_saturation_min": 13.98, "im_saturation_max": 13.98, "im_entropy": { "jpg": 3.08 }, "im_entropy_mean": 3.08, "im_entropy_min": 3.08, "im_entropy_max": 3.08, "unifilter_score_qwen2_5_1_5b": -0.0030002593994140625, "unifilter_score_qwen3_0_6b": 0.61474609375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8540464639663696, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.04060405120253563, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.037803180515766144, "text_quality_weborganizer_topic_label": "Travel", "text_quality_weborganizer_topic_score": 0.5798541307449341, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.46882787346839905, "text_quality_nvidia_domain_label": "Travel_and_Transportation", "text_quality_nvidia_domain_score": 0.9999747276306152, "text_quality_nvidia_edu_nemotron4_score": 0.6845703125, "text_quality_nvidia_edu_mixtral_score": 0.3583984375, "text_quality_dclmbaseline_fasttext_score": 0.3291178345680237, "text_quality_dolma3_fasttext_score": 0.20975607633590698, "custom_fasttext_val_fasttext_score": 0.0006791353225708008, "custom_fasttext_core_fasttext_score": 9.5367431640625e-06, "custom_fasttext_val_clean_fasttext_score": 0.0009965300559997559, "custom_fasttext_core_clean_fasttext_score": 6.508827209472656e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.15625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.96875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 4.0 }, "94": { "detoxify": 1, "length_chars": 434, "length_tokens": 2639, "length_tokens_text_only": 336, "length_tokens_trainable_only": 269, "length_images": 1, "iqa_live_mean": 0.39432059393988705, "iqa_live_min": 0.39432059393988705, "iqa_live_max": 0.39432059393988705, "iqa_csiq_mean": 0.607365071773529, "iqa_csiq_min": 0.607365071773529, "iqa_csiq_max": 0.607365071773529, "iqa_tid2013_mean": 0.30125241809421116, "iqa_tid2013_min": 0.30125241809421116, "iqa_tid2013_max": 0.30125241809421116, "iqa_kadid10k_mean": 0.2467041015625, "iqa_kadid10k_min": 0.2467041015625, "iqa_kadid10k_max": 0.2467041015625, "iqa_flive_mean": 0.6187549937855115, "iqa_flive_min": 0.6187549937855115, "iqa_flive_max": 0.6187549937855115, "iqa_spaq_mean": 0.4734913219105114, "iqa_spaq_min": 0.4734913219105114, "iqa_spaq_max": 0.4734913219105114, "iqa_clive_mean": 0.3630223515057805, "iqa_clive_min": 0.3630223515057805, "iqa_clive_max": 0.3630223515057805, "iqa_koniq10k_mean": 0.46505217118696734, "iqa_koniq10k_min": 0.46505217118696734, "iqa_koniq10k_max": 0.46505217118696734, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8006777167320251 }, { "lang": "en", "score": 0.08618121594190598 }, { "lang": "ko", "score": 0.024156413972377777 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.39432059393988705, "iqa_v2_live_min": 0.39432059393988705, "iqa_v2_live_max": 0.39432059393988705, "iqa_v2_csiq_mean": 0.607365071773529, "iqa_v2_csiq_min": 0.607365071773529, "iqa_v2_csiq_max": 0.607365071773529, "iqa_v2_tid2013_mean": 0.30125241809421116, "iqa_v2_tid2013_min": 0.30125241809421116, "iqa_v2_tid2013_max": 0.30125241809421116, "iqa_v2_kadid10k_mean": 0.2467041015625, "iqa_v2_kadid10k_min": 0.2467041015625, "iqa_v2_kadid10k_max": 0.2467041015625, "iqa_v2_flive_mean": 0.6187549937855115, "iqa_v2_flive_min": 0.6187549937855115, "iqa_v2_flive_max": 0.6187549937855115, "iqa_v2_spaq_mean": 0.4734913219105114, "iqa_v2_spaq_min": 0.4734913219105114, "iqa_v2_spaq_max": 0.4734913219105114, "iqa_v2_clive_mean": 0.3630223515057805, "iqa_v2_clive_min": 0.3630223515057805, "iqa_v2_clive_max": 0.3630223515057805, "iqa_v2_koniq10k_mean": 0.46505217118696734, "iqa_v2_koniq10k_min": 0.46505217118696734, "iqa_v2_koniq10k_max": 0.46505217118696734, "imdecont": { "jpg": 0.42640066146850586 }, "imdecont_image_match": { "jpg": 107811 }, "imdecont_max": 0.42640066146850586, "imdecont_mean": 0.42640066146850586, "imdecont_min": 0.42640066146850586, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.46875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.46875, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.46875, "clip_score_dfn_public_prev_turn_only_min": 2.779296875, "clip_score_dfn_public_prev_turn_only_mean": 2.779296875, "clip_score_dfn_public_prev_turn_only_max": 2.779296875, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.4375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.4375, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.4375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.359375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.359375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.359375, "clip_score_clip_vitl14_224_next_turn_only_min": 25.078125, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.078125, "clip_score_clip_vitl14_224_next_turn_only_max": 25.078125, "clip_score_dfn_public_next_turn_only_min": 1.447265625, "clip_score_dfn_public_next_turn_only_mean": 1.447265625, "clip_score_dfn_public_next_turn_only_max": 1.447265625, "clip_score_siglip2_b16_224_next_turn_only_min": -5.03125, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.03125, "clip_score_siglip2_b16_224_next_turn_only_max": -5.03125, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.953125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.953125, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.578125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.578125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.578125, "clip_score_dfn_public_prev_and_next_turn_min": 2.189453125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.189453125, "clip_score_dfn_public_prev_and_next_turn_max": 2.189453125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.1015625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.1015625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.1015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.28125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.28125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.28125, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4300.17 }, "im_clarity_mean": 4300.17, "im_clarity_min": 4300.17, "im_clarity_max": 4300.17, "im_luma": { "jpg": 234.06 }, "im_luma_mean": 234.06, "im_luma_min": 234.06, "im_luma_max": 234.06, "im_saturation": { "jpg": 1.1 }, "im_saturation_mean": 1.1, "im_saturation_min": 1.1, "im_saturation_max": 1.1, "im_entropy": { "jpg": 3.26 }, "im_entropy_mean": 3.26, "im_entropy_min": 3.26, "im_entropy_max": 3.26, "unifilter_score_qwen2_5_1_5b": 2.46484375, "unifilter_score_qwen3_0_6b": 1.1064453125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8006777167320251, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.08618121594190598, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.024156413972377777, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.6772376894950867, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.3095751404762268, "text_quality_nvidia_domain_label": "Internet_and_Telecom", "text_quality_nvidia_domain_score": 0.9779821038246155, "text_quality_nvidia_edu_nemotron4_score": 1.92578125, "text_quality_nvidia_edu_mixtral_score": 1.5390625, "text_quality_dclmbaseline_fasttext_score": 0.9855836033821106, "text_quality_dolma3_fasttext_score": 0.9991744756698608, "custom_fasttext_val_fasttext_score": 0.0009024143218994141, "custom_fasttext_core_fasttext_score": 8.344650268554688e-06, "custom_fasttext_val_clean_fasttext_score": 0.00041919946670532227, "custom_fasttext_core_clean_fasttext_score": 5.841255187988281e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.34375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.75, "within_sample_repetition_detection": 4.0 }, "89": { "detoxify": 1, "length_chars": 259, "length_tokens": 2532, "length_tokens_text_only": 229, "length_tokens_trainable_only": 170, "length_images": 1, "iqa_live_mean": 0.49633685025301844, "iqa_live_min": 0.49633685025301844, "iqa_live_max": 0.49633685025301844, "iqa_csiq_mean": 0.638859212398529, "iqa_csiq_min": 0.638859212398529, "iqa_csiq_max": 0.638859212398529, "iqa_tid2013_mean": 0.3814390500386556, "iqa_tid2013_min": 0.3814390500386556, "iqa_tid2013_max": 0.3814390500386556, "iqa_kadid10k_mean": 0.3372802734375, "iqa_kadid10k_min": 0.3372802734375, "iqa_kadid10k_max": 0.3372802734375, "iqa_flive_mean": 0.6179066667653094, "iqa_flive_min": 0.6179066667653094, "iqa_flive_max": 0.6179066667653094, "iqa_spaq_mean": 0.44464820322364274, "iqa_spaq_min": 0.44464820322364274, "iqa_spaq_max": 0.44464820322364274, "iqa_clive_mean": 0.3683885131219421, "iqa_clive_min": 0.3683885131219421, "iqa_clive_max": 0.3683885131219421, "iqa_koniq10k_mean": 0.48328133785363403, "iqa_koniq10k_min": 0.48328133785363403, "iqa_koniq10k_max": 0.48328133785363403, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.774830162525177 }, { "lang": "en", "score": 0.11161977797746658 }, { "lang": "ko", "score": 0.024203196167945862 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.49633685025301844, "iqa_v2_live_min": 0.49633685025301844, "iqa_v2_live_max": 0.49633685025301844, "iqa_v2_csiq_mean": 0.638859212398529, "iqa_v2_csiq_min": 0.638859212398529, "iqa_v2_csiq_max": 0.638859212398529, "iqa_v2_tid2013_mean": 0.3814390500386556, "iqa_v2_tid2013_min": 0.3814390500386556, "iqa_v2_tid2013_max": 0.3814390500386556, "iqa_v2_kadid10k_mean": 0.3372802734375, "iqa_v2_kadid10k_min": 0.3372802734375, "iqa_v2_kadid10k_max": 0.3372802734375, "iqa_v2_flive_mean": 0.6178869382299559, "iqa_v2_flive_min": 0.6178869382299559, "iqa_v2_flive_max": 0.6178869382299559, "iqa_v2_spaq_mean": 0.4446876602943498, "iqa_v2_spaq_min": 0.4446876602943498, "iqa_v2_spaq_max": 0.4446876602943498, "iqa_v2_clive_mean": 0.3683885131219421, "iqa_v2_clive_min": 0.3683885131219421, "iqa_v2_clive_max": 0.3683885131219421, "iqa_v2_koniq10k_mean": 0.4833602519950482, "iqa_v2_koniq10k_min": 0.4833602519950482, "iqa_v2_koniq10k_max": 0.4833602519950482, "imdecont": { "jpg": 0.43617671728134155 }, "imdecont_image_match": { "jpg": 261375 }, "imdecont_max": 0.43617671728134155, "imdecont_mean": 0.43617671728134155, "imdecont_min": 0.43617671728134155, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.015625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.015625, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.015625, "clip_score_dfn_public_prev_turn_only_min": 1.900390625, "clip_score_dfn_public_prev_turn_only_mean": 1.900390625, "clip_score_dfn_public_prev_turn_only_max": 1.900390625, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.7578125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.7578125, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.7578125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.890625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.890625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.890625, "clip_score_clip_vitl14_224_next_turn_only_min": 24.953125, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.953125, "clip_score_clip_vitl14_224_next_turn_only_max": 24.953125, "clip_score_dfn_public_next_turn_only_min": 2.697265625, "clip_score_dfn_public_next_turn_only_mean": 2.697265625, "clip_score_dfn_public_next_turn_only_max": 2.697265625, "clip_score_siglip2_b16_224_next_turn_only_min": -5.546875, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.546875, "clip_score_siglip2_b16_224_next_turn_only_max": -5.546875, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.421875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.421875, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.984375, "clip_score_dfn_public_prev_and_next_turn_min": 3.068359375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.068359375, "clip_score_dfn_public_prev_and_next_turn_max": 3.068359375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.0546875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.0546875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.0546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.859375, "im_height": { "jpg": 2160 }, "im_height_mean": 2160.0, "im_height_min": 2160, "im_height_max": 2160, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5 }, "im_ar_mean": 0.5, "im_ar_min": 0.5, "im_ar_max": 0.5, "im_kilobytes": { "jpg": 6834.38 }, "im_kilobytes_mean": 6834.38, "im_kilobytes_min": 6834.38, "im_kilobytes_max": 6834.38, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 591.92 }, "im_clarity_mean": 591.92, "im_clarity_min": 591.92, "im_clarity_max": 591.92, "im_luma": { "jpg": 217.46 }, "im_luma_mean": 217.46, "im_luma_min": 217.46, "im_luma_max": 217.46, "im_saturation": { "jpg": 4.4 }, "im_saturation_mean": 4.4, "im_saturation_min": 4.4, "im_saturation_max": 4.4, "im_entropy": { "jpg": 2.77 }, "im_entropy_mean": 2.77, "im_entropy_min": 2.77, "im_entropy_max": 2.77, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.774830162525177, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.11161977797746658, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.024203196167945862, "text_quality_weborganizer_topic_label": "Art & Design", "text_quality_weborganizer_topic_score": 0.21127887070178986, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.37993907928466797, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.28424832224845886, "text_quality_nvidia_edu_nemotron4_score": 0.37451171875, "text_quality_nvidia_edu_mixtral_score": 0.0711669921875, "text_quality_dclmbaseline_fasttext_score": 0.3117303252220154, "text_quality_dolma3_fasttext_score": 0.008093774318695068, "custom_fasttext_val_fasttext_score": 5.14984130859375e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0, "custom_fasttext_core_clean_fasttext_score": 2.4199485778808594e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.28125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.40625, "within_sample_repetition_detection": 9.0 }, "79": { "detoxify": 1, "length_chars": 477, "length_tokens": 2664, "length_tokens_text_only": 361, "length_tokens_trainable_only": 294, "length_images": 1, "iqa_live_mean": 0.6567101141419074, "iqa_live_min": 0.6567101141419074, "iqa_live_max": 0.6567101141419074, "iqa_csiq_mean": 0.765446126461029, "iqa_csiq_min": 0.765446126461029, "iqa_csiq_max": 0.765446126461029, "iqa_tid2013_mean": 0.4859007199605306, "iqa_tid2013_min": 0.4859007199605306, "iqa_tid2013_max": 0.4859007199605306, "iqa_kadid10k_mean": 0.5035400390625, "iqa_kadid10k_min": 0.5035400390625, "iqa_kadid10k_max": 0.5035400390625, "iqa_flive_mean": 0.6377856322009154, "iqa_flive_min": 0.6377856322009154, "iqa_flive_max": 0.6377856322009154, "iqa_spaq_mean": 0.5173873130721276, "iqa_spaq_min": 0.5173873130721276, "iqa_spaq_max": 0.5173873130721276, "iqa_clive_mean": 0.3904844727179017, "iqa_clive_min": 0.3904844727179017, "iqa_clive_max": 0.3904844727179017, "iqa_koniq10k_mean": 0.4807560853283815, "iqa_koniq10k_min": 0.4807560853283815, "iqa_koniq10k_max": 0.4807560853283815, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.6503384113311768 }, { "lang": "en", "score": 0.15545417368412018 }, { "lang": "ko", "score": 0.0414917953312397 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.6567101141419074, "iqa_v2_live_min": 0.6567101141419074, "iqa_v2_live_max": 0.6567101141419074, "iqa_v2_csiq_mean": 0.765446126461029, "iqa_v2_csiq_min": 0.765446126461029, "iqa_v2_csiq_max": 0.765446126461029, "iqa_v2_tid2013_mean": 0.4859007199605306, "iqa_v2_tid2013_min": 0.4859007199605306, "iqa_v2_tid2013_max": 0.4859007199605306, "iqa_v2_kadid10k_mean": 0.5035400390625, "iqa_v2_kadid10k_min": 0.5035400390625, "iqa_v2_kadid10k_max": 0.5035400390625, "iqa_v2_flive_mean": 0.6377856322009154, "iqa_v2_flive_min": 0.6377856322009154, "iqa_v2_flive_max": 0.6377856322009154, "iqa_v2_spaq_mean": 0.5173873130721276, "iqa_v2_spaq_min": 0.5173873130721276, "iqa_v2_spaq_max": 0.5173873130721276, "iqa_v2_clive_mean": 0.3904844727179017, "iqa_v2_clive_min": 0.3904844727179017, "iqa_v2_clive_max": 0.3904844727179017, "iqa_v2_koniq10k_mean": 0.4807560853283815, "iqa_v2_koniq10k_min": 0.4807560853283815, "iqa_v2_koniq10k_max": 0.4807560853283815, "imdecont": { "jpg": 0.311948299407959 }, "imdecont_image_match": { "jpg": 249523 }, "imdecont_max": 0.311948299407959, "imdecont_mean": 0.311948299407959, "imdecont_min": 0.311948299407959, "clip_score_clip_vitl14_224_prev_turn_only_min": 14.359375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 14.359375, "clip_score_clip_vitl14_224_prev_turn_only_max": 14.359375, "clip_score_dfn_public_prev_turn_only_min": 2.466796875, "clip_score_dfn_public_prev_turn_only_mean": 2.466796875, "clip_score_dfn_public_prev_turn_only_max": 2.466796875, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.796875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.796875, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.796875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.71875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.71875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.71875, "clip_score_clip_vitl14_224_next_turn_only_min": 25.296875, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.296875, "clip_score_clip_vitl14_224_next_turn_only_max": 25.296875, "clip_score_dfn_public_next_turn_only_min": 2.052734375, "clip_score_dfn_public_next_turn_only_mean": 2.052734375, "clip_score_dfn_public_next_turn_only_max": 2.052734375, "clip_score_siglip2_b16_224_next_turn_only_min": -2.1171875, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.1171875, "clip_score_siglip2_b16_224_next_turn_only_max": -2.1171875, "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": 23.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.734375, "clip_score_dfn_public_prev_and_next_turn_min": 1.970703125, "clip_score_dfn_public_prev_and_next_turn_mean": 1.970703125, "clip_score_dfn_public_prev_and_next_turn_max": 1.970703125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.5234375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.5234375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.5234375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.46875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1429.24 }, "im_clarity_mean": 1429.24, "im_clarity_min": 1429.24, "im_clarity_max": 1429.24, "im_luma": { "jpg": 192.27 }, "im_luma_mean": 192.27, "im_luma_min": 192.27, "im_luma_max": 192.27, "im_saturation": { "jpg": 23.35 }, "im_saturation_mean": 23.35, "im_saturation_min": 23.35, "im_saturation_max": 23.35, "im_entropy": { "jpg": 5.46 }, "im_entropy_mean": 5.46, "im_entropy_min": 5.46, "im_entropy_max": 5.46, "unifilter_score_qwen2_5_1_5b": 1.009765625, "unifilter_score_qwen3_0_6b": 1.015625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.6503384113311768, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.15545417368412018, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.0414917953312397, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.7238946557044983, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.564566969871521, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9726099371910095, "text_quality_nvidia_edu_nemotron4_score": 1.87890625, "text_quality_nvidia_edu_mixtral_score": 1.251953125, "text_quality_dclmbaseline_fasttext_score": 0.9729799032211304, "text_quality_dolma3_fasttext_score": 0.9574419856071472, "custom_fasttext_val_fasttext_score": 0.00011813640594482422, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 6.532669067382812e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.53125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.15625, "within_sample_repetition_detection": 0.0 }, "113": { "detoxify": 1, "length_chars": 613, "length_tokens": 2764, "length_tokens_text_only": 460, "length_tokens_trainable_only": 395, "length_images": 1, "iqa_live_mean": 0.3518647473267834, "iqa_live_min": 0.3518647473267834, "iqa_live_max": 0.3518647473267834, "iqa_csiq_mean": 0.543888509273529, "iqa_csiq_min": 0.543888509273529, "iqa_csiq_max": 0.543888509273529, "iqa_tid2013_mean": 0.22790172364976669, "iqa_tid2013_min": 0.22790172364976669, "iqa_tid2013_max": 0.22790172364976669, "iqa_kadid10k_mean": 0.2720947265625, "iqa_kadid10k_min": 0.2720947265625, "iqa_kadid10k_max": 0.2720947265625, "iqa_flive_mean": 0.6093247538865215, "iqa_flive_min": 0.6093247538865215, "iqa_flive_max": 0.6093247538865215, "iqa_spaq_mean": 0.608868531506471, "iqa_spaq_min": 0.608868531506471, "iqa_spaq_max": 0.608868531506471, "iqa_clive_mean": 0.4840865087027502, "iqa_clive_min": 0.4840865087027502, "iqa_clive_max": 0.4840865087027502, "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": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9414611458778381 }, { "lang": "en", "score": 0.01726457290351391 }, { "lang": "ja", "score": 0.011386177502572536 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3518647473267834, "iqa_v2_live_min": 0.3518647473267834, "iqa_v2_live_max": 0.3518647473267834, "iqa_v2_csiq_mean": 0.543888509273529, "iqa_v2_csiq_min": 0.543888509273529, "iqa_v2_csiq_max": 0.543888509273529, "iqa_v2_tid2013_mean": 0.22790172364976669, "iqa_v2_tid2013_min": 0.22790172364976669, "iqa_v2_tid2013_max": 0.22790172364976669, "iqa_v2_kadid10k_mean": 0.2720947265625, "iqa_v2_kadid10k_min": 0.2720947265625, "iqa_v2_kadid10k_max": 0.2720947265625, "iqa_v2_flive_mean": 0.6093247538865215, "iqa_v2_flive_min": 0.6093247538865215, "iqa_v2_flive_max": 0.6093247538865215, "iqa_v2_spaq_mean": 0.608868531506471, "iqa_v2_spaq_min": 0.608868531506471, "iqa_v2_spaq_max": 0.608868531506471, "iqa_v2_clive_mean": 0.4840865087027502, "iqa_v2_clive_min": 0.4840865087027502, "iqa_v2_clive_max": 0.4840865087027502, "iqa_v2_koniq10k_mean": 0.4959865146213108, "iqa_v2_koniq10k_min": 0.4959865146213108, "iqa_v2_koniq10k_max": 0.4959865146213108, "imdecont": { "jpg": 0.409568190574646 }, "imdecont_image_match": { "jpg": 105021 }, "imdecont_max": 0.409568190574646, "imdecont_mean": 0.409568190574646, "imdecont_min": 0.409568190574646, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.546875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.546875, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.546875, "clip_score_dfn_public_prev_turn_only_min": 1.4970703125, "clip_score_dfn_public_prev_turn_only_mean": 1.4970703125, "clip_score_dfn_public_prev_turn_only_max": 1.4970703125, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.609375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.609375, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.609375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.84375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.84375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.84375, "clip_score_clip_vitl14_224_next_turn_only_min": 23.640625, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.640625, "clip_score_clip_vitl14_224_next_turn_only_max": 23.640625, "clip_score_dfn_public_next_turn_only_min": 1.818359375, "clip_score_dfn_public_next_turn_only_mean": 1.818359375, "clip_score_dfn_public_next_turn_only_max": 1.818359375, "clip_score_siglip2_b16_224_next_turn_only_min": -6.859375, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.859375, "clip_score_siglip2_b16_224_next_turn_only_max": -6.859375, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.875, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.8125, "clip_score_dfn_public_prev_and_next_turn_min": 2.025390625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.025390625, "clip_score_dfn_public_prev_and_next_turn_max": 2.025390625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.15625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.15625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.15625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.8125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.8125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.8125, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4926.29 }, "im_clarity_mean": 4926.29, "im_clarity_min": 4926.29, "im_clarity_max": 4926.29, "im_luma": { "jpg": 225.9 }, "im_luma_mean": 225.9, "im_luma_min": 225.9, "im_luma_max": 225.9, "im_saturation": { "jpg": 0.25 }, "im_saturation_mean": 0.25, "im_saturation_min": 0.25, "im_saturation_max": 0.25, "im_entropy": { "jpg": 3.22 }, "im_entropy_mean": 3.22, "im_entropy_min": 3.22, "im_entropy_max": 3.22, "unifilter_score_qwen2_5_1_5b": -1.193359375, "unifilter_score_qwen3_0_6b": 1.998046875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9414611458778381, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.01726457290351391, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.011386177502572536, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.4165121018886566, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.49177640676498413, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.9994827508926392, "text_quality_nvidia_edu_nemotron4_score": 0.84814453125, "text_quality_nvidia_edu_mixtral_score": 0.6044921875, "text_quality_dclmbaseline_fasttext_score": 0.48844361305236816, "text_quality_dolma3_fasttext_score": 0.13809847831726074, "custom_fasttext_val_fasttext_score": 0.0002478957176208496, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.001831352710723877, "custom_fasttext_core_clean_fasttext_score": 0.00011730194091796875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.796875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.140625, "within_sample_repetition_detection": 5.0 }, "108": { "detoxify": 1, "length_chars": 248, "length_tokens": 2474, "length_tokens_text_only": 171, "length_tokens_trainable_only": 107, "length_images": 1, "iqa_live_mean": 0.5264179345333215, "iqa_live_min": 0.5264179345333215, "iqa_live_max": 0.5264179345333215, "iqa_csiq_mean": 0.619083821773529, "iqa_csiq_min": 0.619083821773529, "iqa_csiq_max": 0.619083821773529, "iqa_tid2013_mean": 0.38843774795532227, "iqa_tid2013_min": 0.38843774795532227, "iqa_tid2013_max": 0.38843774795532227, "iqa_kadid10k_mean": 0.2943115234375, "iqa_kadid10k_min": 0.2943115234375, "iqa_kadid10k_max": 0.2943115234375, "iqa_flive_mean": 0.6324959186592488, "iqa_flive_min": 0.6324959186592488, "iqa_flive_max": 0.6324959186592488, "iqa_spaq_mean": 0.5366620921125316, "iqa_spaq_min": 0.5366620921125316, "iqa_spaq_max": 0.5366620921125316, "iqa_clive_mean": 0.42907348786941685, "iqa_clive_min": 0.42907348786941685, "iqa_clive_max": 0.42907348786941685, "iqa_koniq10k_mean": 0.5281834843182805, "iqa_koniq10k_min": 0.5281834843182805, "iqa_koniq10k_max": 0.5281834843182805, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8187370300292969 }, { "lang": "en", "score": 0.08691631257534027 }, { "lang": "ko", "score": 0.014983221888542175 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5264277988009982, "iqa_v2_live_min": 0.5264277988009982, "iqa_v2_live_max": 0.5264277988009982, "iqa_v2_csiq_mean": 0.619083821773529, "iqa_v2_csiq_min": 0.619083821773529, "iqa_v2_csiq_max": 0.619083821773529, "iqa_v2_tid2013_mean": 0.38843774795532227, "iqa_v2_tid2013_min": 0.38843774795532227, "iqa_v2_tid2013_max": 0.38843774795532227, "iqa_v2_kadid10k_mean": 0.2943115234375, "iqa_v2_kadid10k_min": 0.2943115234375, "iqa_v2_kadid10k_max": 0.2943115234375, "iqa_v2_flive_mean": 0.6324909865254104, "iqa_v2_flive_min": 0.6324909865254104, "iqa_v2_flive_max": 0.6324909865254104, "iqa_v2_spaq_mean": 0.5367015491832386, "iqa_v2_spaq_min": 0.5367015491832386, "iqa_v2_spaq_max": 0.5367015491832386, "iqa_v2_clive_mean": 0.42907348786941685, "iqa_v2_clive_min": 0.42907348786941685, "iqa_v2_clive_max": 0.42907348786941685, "iqa_v2_koniq10k_mean": 0.5281834843182805, "iqa_v2_koniq10k_min": 0.5281834843182805, "iqa_v2_koniq10k_max": 0.5281834843182805, "imdecont": { "jpg": 0.4366028904914856 }, "imdecont_image_match": { "jpg": 182156 }, "imdecont_max": 0.4366028904914856, "imdecont_mean": 0.4366028904914856, "imdecont_min": 0.4366028904914856, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.859375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.859375, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.859375, "clip_score_dfn_public_prev_turn_only_min": 1.34375, "clip_score_dfn_public_prev_turn_only_mean": 1.34375, "clip_score_dfn_public_prev_turn_only_max": 1.34375, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.4375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.4375, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.4375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.84375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.84375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.84375, "clip_score_clip_vitl14_224_next_turn_only_min": 27.34375, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.34375, "clip_score_clip_vitl14_224_next_turn_only_max": 27.34375, "clip_score_dfn_public_next_turn_only_min": 1.4755859375, "clip_score_dfn_public_next_turn_only_mean": 1.4755859375, "clip_score_dfn_public_next_turn_only_max": 1.4755859375, "clip_score_siglip2_b16_224_next_turn_only_min": -2.9140625, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.9140625, "clip_score_siglip2_b16_224_next_turn_only_max": -2.9140625, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.21875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.21875, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.953125, "clip_score_dfn_public_prev_and_next_turn_min": 1.376953125, "clip_score_dfn_public_prev_and_next_turn_mean": 1.376953125, "clip_score_dfn_public_prev_and_next_turn_max": 1.376953125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.7890625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.7890625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.7890625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.6875, "im_height": { "jpg": 2208 }, "im_height_mean": 2208.0, "im_height_min": 2208, "im_height_max": 2208, "im_width": { "jpg": 1242 }, "im_width_mean": 1242.0, "im_width_min": 1242, "im_width_max": 1242, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 8034.19 }, "im_kilobytes_mean": 8034.19, "im_kilobytes_min": 8034.19, "im_kilobytes_max": 8034.19, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 891.68 }, "im_clarity_mean": 891.68, "im_clarity_min": 891.68, "im_clarity_max": 891.68, "im_luma": { "jpg": 206.34 }, "im_luma_mean": 206.34, "im_luma_min": 206.34, "im_luma_max": 206.34, "im_saturation": { "jpg": 31.21 }, "im_saturation_mean": 31.21, "im_saturation_min": 31.21, "im_saturation_max": 31.21, "im_entropy": { "jpg": 3.54 }, "im_entropy_mean": 3.54, "im_entropy_min": 3.54, "im_entropy_max": 3.54, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8187370300292969, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.08691631257534027, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.014983221888542175, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.752841591835022, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.38103485107421875, "text_quality_nvidia_domain_label": "Games", "text_quality_nvidia_domain_score": 0.9411293864250183, "text_quality_nvidia_edu_nemotron4_score": 1.3408203125, "text_quality_nvidia_edu_mixtral_score": 0.736328125, "text_quality_dclmbaseline_fasttext_score": 0.0722305178642273, "text_quality_dolma3_fasttext_score": 0.9189789891242981, "custom_fasttext_val_fasttext_score": 0.00011909008026123047, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00026792287826538086, "custom_fasttext_core_clean_fasttext_score": 1.1324882507324219e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 5.34375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 5.21875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 0.0 }, "115": { "detoxify": 1, "length_chars": 503, "length_tokens": 2674, "length_tokens_text_only": 370, "length_tokens_trainable_only": 303, "length_images": 1, "iqa_live_mean": 0.5643016545459477, "iqa_live_min": 0.5643016545459477, "iqa_live_max": 0.5643016545459477, "iqa_csiq_mean": 0.695377767086029, "iqa_csiq_min": 0.695377767086029, "iqa_csiq_max": 0.695377767086029, "iqa_tid2013_mean": 0.3995054562886556, "iqa_tid2013_min": 0.3995054562886556, "iqa_tid2013_max": 0.3995054562886556, "iqa_kadid10k_mean": 0.4014892578125, "iqa_kadid10k_min": 0.4014892578125, "iqa_kadid10k_max": 0.4014892578125, "iqa_flive_mean": 0.6697729862097539, "iqa_flive_min": 0.6697729862097539, "iqa_flive_max": 0.6697729862097539, "iqa_spaq_mean": 0.5123466722892993, "iqa_spaq_min": 0.5123466722892993, "iqa_spaq_max": 0.5123466722892993, "iqa_clive_mean": 0.6292786646370937, "iqa_clive_min": 0.6292786646370937, "iqa_clive_max": 0.6292786646370937, "iqa_koniq10k_mean": 0.5291304540152502, "iqa_koniq10k_min": 0.5291304540152502, "iqa_koniq10k_max": 0.5291304540152502, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9400197863578796 }, { "lang": "en", "score": 0.016832415014505386 }, { "lang": "ja", "score": 0.010690679773688316 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5643016545459477, "iqa_v2_live_min": 0.5643016545459477, "iqa_v2_live_max": 0.5643016545459477, "iqa_v2_csiq_mean": 0.695377767086029, "iqa_v2_csiq_min": 0.695377767086029, "iqa_v2_csiq_max": 0.695377767086029, "iqa_v2_tid2013_mean": 0.3995054562886556, "iqa_v2_tid2013_min": 0.3995054562886556, "iqa_v2_tid2013_max": 0.3995054562886556, "iqa_v2_kadid10k_mean": 0.4014892578125, "iqa_v2_kadid10k_min": 0.4014892578125, "iqa_v2_kadid10k_max": 0.4014892578125, "iqa_v2_flive_mean": 0.6697729862097539, "iqa_v2_flive_min": 0.6697729862097539, "iqa_v2_flive_max": 0.6697729862097539, "iqa_v2_spaq_mean": 0.5123466722892993, "iqa_v2_spaq_min": 0.5123466722892993, "iqa_v2_spaq_max": 0.5123466722892993, "iqa_v2_clive_mean": 0.6292786646370937, "iqa_v2_clive_min": 0.6292786646370937, "iqa_v2_clive_max": 0.6292786646370937, "iqa_v2_koniq10k_mean": 0.5291304540152502, "iqa_v2_koniq10k_min": 0.5291304540152502, "iqa_v2_koniq10k_max": 0.5291304540152502, "imdecont": { "jpg": 0.3452566862106323 }, "imdecont_image_match": { "jpg": 105001 }, "imdecont_max": 0.3452566862106323, "imdecont_mean": 0.3452566862106323, "imdecont_min": 0.3452566862106323, "clip_score_clip_vitl14_224_prev_turn_only_min": 11.25, "clip_score_clip_vitl14_224_prev_turn_only_mean": 11.25, "clip_score_clip_vitl14_224_prev_turn_only_max": 11.25, "clip_score_dfn_public_prev_turn_only_min": 2.146484375, "clip_score_dfn_public_prev_turn_only_mean": 2.146484375, "clip_score_dfn_public_prev_turn_only_max": 2.146484375, "clip_score_siglip2_b16_224_prev_turn_only_min": -10.25, "clip_score_siglip2_b16_224_prev_turn_only_mean": -10.25, "clip_score_siglip2_b16_224_prev_turn_only_max": -10.25, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.453125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.453125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.453125, "clip_score_clip_vitl14_224_next_turn_only_min": 25.171875, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.171875, "clip_score_clip_vitl14_224_next_turn_only_max": 25.171875, "clip_score_dfn_public_next_turn_only_min": 2.96875, "clip_score_dfn_public_next_turn_only_mean": 2.96875, "clip_score_dfn_public_next_turn_only_max": 2.96875, "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": 23.09375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.09375, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.09375, "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": 3.33984375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.33984375, "clip_score_dfn_public_prev_and_next_turn_max": 3.33984375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.8515625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.8515625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.8515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.578125, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3379.48 }, "im_clarity_mean": 3379.48, "im_clarity_min": 3379.48, "im_clarity_max": 3379.48, "im_luma": { "jpg": 210.07 }, "im_luma_mean": 210.07, "im_luma_min": 210.07, "im_luma_max": 210.07, "im_saturation": { "jpg": 3.37 }, "im_saturation_mean": 3.37, "im_saturation_min": 3.37, "im_saturation_max": 3.37, "im_entropy": { "jpg": 4.14 }, "im_entropy_mean": 4.14, "im_entropy_min": 4.14, "im_entropy_max": 4.14, "unifilter_score_qwen2_5_1_5b": 0.45751953125, "unifilter_score_qwen3_0_6b": -3.078125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9400197863578796, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.016832415014505386, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.010690679773688316, "text_quality_weborganizer_topic_label": "Finance & Business", "text_quality_weborganizer_topic_score": 0.365508109331131, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.5228689312934875, "text_quality_nvidia_domain_label": "Finance", "text_quality_nvidia_domain_score": 0.9999494552612305, "text_quality_nvidia_edu_nemotron4_score": 2.046875, "text_quality_nvidia_edu_mixtral_score": 1.576171875, "text_quality_dclmbaseline_fasttext_score": 0.9882495403289795, "text_quality_dolma3_fasttext_score": 0.9997074604034424, "custom_fasttext_val_fasttext_score": 7.152557373046875e-06, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 3.612041473388672e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.375, "within_sample_repetition_detection": 0.0 }, "114": { "detoxify": 1, "length_chars": 363, "length_tokens": 2576, "length_tokens_text_only": 273, "length_tokens_trainable_only": 206, "length_images": 1, "iqa_live_mean": 0.3002548988419349, "iqa_live_min": 0.3002548988419349, "iqa_live_max": 0.3002548988419349, "iqa_csiq_mean": 0.522709310054779, "iqa_csiq_min": 0.522709310054779, "iqa_csiq_max": 0.522709310054779, "iqa_tid2013_mean": 0.19035832087198892, "iqa_tid2013_min": 0.19035832087198892, "iqa_tid2013_max": 0.19035832087198892, "iqa_kadid10k_mean": 0.2188720703125, "iqa_kadid10k_min": 0.2188720703125, "iqa_kadid10k_max": 0.2188720703125, "iqa_flive_mean": 0.5993815720683398, "iqa_flive_min": 0.5993815720683398, "iqa_flive_max": 0.5993815720683398, "iqa_spaq_mean": 0.5384376602943498, "iqa_spaq_min": 0.5384376602943498, "iqa_spaq_max": 0.5384376602943498, "iqa_clive_mean": 0.39316755352598254, "iqa_clive_min": 0.39316755352598254, "iqa_clive_max": 0.39316755352598254, "iqa_koniq10k_mean": 0.4656834843182805, "iqa_koniq10k_min": 0.4656834843182805, "iqa_koniq10k_max": 0.4656834843182805, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.6815795302391052 }, { "lang": "en", "score": 0.10596655309200287 }, { "lang": "ko", "score": 0.03326184302568436 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3002548988419349, "iqa_v2_live_min": 0.3002548988419349, "iqa_v2_live_max": 0.3002548988419349, "iqa_v2_csiq_mean": 0.522709310054779, "iqa_v2_csiq_min": 0.522709310054779, "iqa_v2_csiq_max": 0.522709310054779, "iqa_v2_tid2013_mean": 0.19035832087198892, "iqa_v2_tid2013_min": 0.19035832087198892, "iqa_v2_tid2013_max": 0.19035832087198892, "iqa_v2_kadid10k_mean": 0.2188720703125, "iqa_v2_kadid10k_min": 0.2188720703125, "iqa_v2_kadid10k_max": 0.2188720703125, "iqa_v2_flive_mean": 0.5993815720683398, "iqa_v2_flive_min": 0.5993815720683398, "iqa_v2_flive_max": 0.5993815720683398, "iqa_v2_spaq_mean": 0.5384376602943498, "iqa_v2_spaq_min": 0.5384376602943498, "iqa_v2_spaq_max": 0.5384376602943498, "iqa_v2_clive_mean": 0.39316755352598254, "iqa_v2_clive_min": 0.39316755352598254, "iqa_v2_clive_max": 0.39316755352598254, "iqa_v2_koniq10k_mean": 0.4656834843182805, "iqa_v2_koniq10k_min": 0.4656834843182805, "iqa_v2_koniq10k_max": 0.4656834843182805, "imdecont": { "jpg": 0.4261223077774048 }, "imdecont_image_match": { "jpg": 189408 }, "imdecont_max": 0.4261223077774048, "imdecont_mean": 0.4261223077774048, "imdecont_min": 0.4261223077774048, "clip_score_clip_vitl14_224_prev_turn_only_min": 13.7578125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 13.7578125, "clip_score_clip_vitl14_224_prev_turn_only_max": 13.7578125, "clip_score_dfn_public_prev_turn_only_min": 2.517578125, "clip_score_dfn_public_prev_turn_only_mean": 2.517578125, "clip_score_dfn_public_prev_turn_only_max": 2.517578125, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.2421875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.2421875, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.2421875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.65625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.65625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.65625, "clip_score_clip_vitl14_224_next_turn_only_min": 24.875, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.875, "clip_score_clip_vitl14_224_next_turn_only_max": 24.875, "clip_score_dfn_public_next_turn_only_min": 3.796875, "clip_score_dfn_public_next_turn_only_mean": 3.796875, "clip_score_dfn_public_next_turn_only_max": 3.796875, "clip_score_siglip2_b16_224_next_turn_only_min": -6.8984375, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.8984375, "clip_score_siglip2_b16_224_next_turn_only_max": -6.8984375, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.890625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.890625, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.890625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.921875, "clip_score_dfn_public_prev_and_next_turn_min": 3.548828125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.548828125, "clip_score_dfn_public_prev_and_next_turn_max": 3.548828125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.75, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.75, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.671875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.671875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.671875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3739.28 }, "im_clarity_mean": 3739.28, "im_clarity_min": 3739.28, "im_clarity_max": 3739.28, "im_luma": { "jpg": 232.79 }, "im_luma_mean": 232.79, "im_luma_min": 232.79, "im_luma_max": 232.79, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 2.25 }, "im_entropy_mean": 2.25, "im_entropy_min": 2.25, "im_entropy_max": 2.25, "unifilter_score_qwen2_5_1_5b": -0.65380859375, "unifilter_score_qwen3_0_6b": 1.8251953125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.6815795302391052, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.10596655309200287, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.03326184302568436, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.7047030925750732, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.3632815480232239, "text_quality_nvidia_domain_label": "Law_and_Government", "text_quality_nvidia_domain_score": 0.9929560422897339, "text_quality_nvidia_edu_nemotron4_score": 1.8056640625, "text_quality_nvidia_edu_mixtral_score": 1.232421875, "text_quality_dclmbaseline_fasttext_score": 0.9893051981925964, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 4.172325134277344e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00025838613510131836, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.90625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.015625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.890625, "within_sample_repetition_detection": 4.0 }, "118": { "detoxify": 1, "length_chars": 405, "length_tokens": 2627, "length_tokens_text_only": 324, "length_tokens_trainable_only": 265, "length_images": 1, "iqa_live_mean": 0.3324518685389046, "iqa_live_min": 0.3324518685389046, "iqa_live_max": 0.3324518685389046, "iqa_csiq_mean": 0.546940267086029, "iqa_csiq_min": 0.546940267086029, "iqa_csiq_max": 0.546940267086029, "iqa_tid2013_mean": 0.2898591889275445, "iqa_tid2013_min": 0.2898591889275445, "iqa_tid2013_max": 0.2898591889275445, "iqa_kadid10k_mean": 0.3021240234375, "iqa_kadid10k_min": 0.3021240234375, "iqa_kadid10k_max": 0.3021240234375, "iqa_flive_mean": 0.5891227336845013, "iqa_flive_min": 0.5891227336845013, "iqa_flive_max": 0.5891227336845013, "iqa_spaq_mean": 0.5087166217842488, "iqa_spaq_min": 0.5087166217842488, "iqa_spaq_max": 0.5087166217842488, "iqa_clive_mean": 0.3481075787785078, "iqa_clive_min": 0.3481075787785078, "iqa_clive_max": 0.3481075787785078, "iqa_koniq10k_mean": 0.45226808027787646, "iqa_koniq10k_min": 0.45226808027787646, "iqa_koniq10k_max": 0.45226808027787646, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8441031575202942 }, { "lang": "en", "score": 0.039223093539476395 }, { "lang": "ko", "score": 0.019254429265856743 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3324518685389046, "iqa_v2_live_min": 0.3324518685389046, "iqa_v2_live_max": 0.3324518685389046, "iqa_v2_csiq_mean": 0.546940267086029, "iqa_v2_csiq_min": 0.546940267086029, "iqa_v2_csiq_max": 0.546940267086029, "iqa_v2_tid2013_mean": 0.2898591889275445, "iqa_v2_tid2013_min": 0.2898591889275445, "iqa_v2_tid2013_max": 0.2898591889275445, "iqa_v2_kadid10k_mean": 0.3021240234375, "iqa_v2_kadid10k_min": 0.3021240234375, "iqa_v2_kadid10k_max": 0.3021240234375, "iqa_v2_flive_mean": 0.5891227336845013, "iqa_v2_flive_min": 0.5891227336845013, "iqa_v2_flive_max": 0.5891227336845013, "iqa_v2_spaq_mean": 0.5087166217842488, "iqa_v2_spaq_min": 0.5087166217842488, "iqa_v2_spaq_max": 0.5087166217842488, "iqa_v2_clive_mean": 0.3481075787785078, "iqa_v2_clive_min": 0.3481075787785078, "iqa_v2_clive_max": 0.3481075787785078, "iqa_v2_koniq10k_mean": 0.45226808027787646, "iqa_v2_koniq10k_min": 0.45226808027787646, "iqa_v2_koniq10k_max": 0.45226808027787646, "imdecont": { "jpg": 0.42228376865386963 }, "imdecont_image_match": { "jpg": 189408 }, "imdecont_max": 0.42228376865386963, "imdecont_mean": 0.42228376865386963, "imdecont_min": 0.42228376865386963, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.375, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.375, "clip_score_dfn_public_prev_turn_only_min": 1.666015625, "clip_score_dfn_public_prev_turn_only_mean": 1.666015625, "clip_score_dfn_public_prev_turn_only_max": 1.666015625, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.3046875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.3046875, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.3046875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.28125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.28125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.28125, "clip_score_clip_vitl14_224_next_turn_only_min": 23.796875, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.796875, "clip_score_clip_vitl14_224_next_turn_only_max": 23.796875, "clip_score_dfn_public_next_turn_only_min": 2.115234375, "clip_score_dfn_public_next_turn_only_mean": 2.115234375, "clip_score_dfn_public_next_turn_only_max": 2.115234375, "clip_score_siglip2_b16_224_next_turn_only_min": -8.125, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.125, "clip_score_siglip2_b16_224_next_turn_only_max": -8.125, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.0, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.0, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.0, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.8125, "clip_score_dfn_public_prev_and_next_turn_min": 2.583984375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.583984375, "clip_score_dfn_public_prev_and_next_turn_max": 2.583984375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -7.859375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -7.859375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -7.859375, "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": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2655.41 }, "im_clarity_mean": 2655.41, "im_clarity_min": 2655.41, "im_clarity_max": 2655.41, "im_luma": { "jpg": 236.32 }, "im_luma_mean": 236.32, "im_luma_min": 236.32, "im_luma_max": 236.32, "im_saturation": { "jpg": 3.31 }, "im_saturation_mean": 3.31, "im_saturation_min": 3.31, "im_saturation_max": 3.31, "im_entropy": { "jpg": 2.77 }, "im_entropy_mean": 2.77, "im_entropy_min": 2.77, "im_entropy_max": 2.77, "unifilter_score_qwen2_5_1_5b": 2.478515625, "unifilter_score_qwen3_0_6b": 3.8671875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8441031575202942, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.039223093539476395, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.019254429265856743, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.26022472977638245, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.35838204622268677, "text_quality_nvidia_domain_label": "Autos_and_Vehicles", "text_quality_nvidia_domain_score": 0.8922461271286011, "text_quality_nvidia_edu_nemotron4_score": 0.61669921875, "text_quality_nvidia_edu_mixtral_score": 0.2156982421875, "text_quality_dclmbaseline_fasttext_score": 0.48253798484802246, "text_quality_dolma3_fasttext_score": 0.9745575785636902, "custom_fasttext_val_fasttext_score": 7.641315460205078e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0, "custom_fasttext_core_clean_fasttext_score": 0.00029206275939941406, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.828125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.609375, "within_sample_repetition_detection": 4.0 }, "124": { "detoxify": 1, "length_chars": 544, "length_tokens": 2725, "length_tokens_text_only": 421, "length_tokens_trainable_only": 357, "length_images": 1, "iqa_live_mean": 0.5921583464651397, "iqa_live_min": 0.5921583464651397, "iqa_live_max": 0.5921583464651397, "iqa_csiq_mean": 0.701237142086029, "iqa_csiq_min": 0.701237142086029, "iqa_csiq_max": 0.701237142086029, "iqa_tid2013_mean": 0.40872854656643337, "iqa_tid2013_min": 0.40872854656643337, "iqa_tid2013_max": 0.40872854656643337, "iqa_kadid10k_mean": 0.446533203125, "iqa_kadid10k_min": 0.446533203125, "iqa_kadid10k_max": 0.446533203125, "iqa_flive_mean": 0.6742710922703599, "iqa_flive_min": 0.6742710922703599, "iqa_flive_max": 0.6742710922703599, "iqa_spaq_mean": 0.5667283799913195, "iqa_spaq_min": 0.5667283799913195, "iqa_spaq_max": 0.5667283799913195, "iqa_clive_mean": 0.47216554121537646, "iqa_clive_min": 0.47216554121537646, "iqa_clive_max": 0.47216554121537646, "iqa_koniq10k_mean": 0.5614852519950482, "iqa_koniq10k_min": 0.5614852519950482, "iqa_koniq10k_max": 0.5614852519950482, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8797107934951782 }, { "lang": "en", "score": 0.044447366148233414 }, { "lang": "ja", "score": 0.020255180075764656 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5921583464651397, "iqa_v2_live_min": 0.5921583464651397, "iqa_v2_live_max": 0.5921583464651397, "iqa_v2_csiq_mean": 0.701237142086029, "iqa_v2_csiq_min": 0.701237142086029, "iqa_v2_csiq_max": 0.701237142086029, "iqa_v2_tid2013_mean": 0.40872854656643337, "iqa_v2_tid2013_min": 0.40872854656643337, "iqa_v2_tid2013_max": 0.40872854656643337, "iqa_v2_kadid10k_mean": 0.446533203125, "iqa_v2_kadid10k_min": 0.446533203125, "iqa_v2_kadid10k_max": 0.446533203125, "iqa_v2_flive_mean": 0.6742710922703599, "iqa_v2_flive_min": 0.6742710922703599, "iqa_v2_flive_max": 0.6742710922703599, "iqa_v2_spaq_mean": 0.5667283799913195, "iqa_v2_spaq_min": 0.5667283799913195, "iqa_v2_spaq_max": 0.5667283799913195, "iqa_v2_clive_mean": 0.47216554121537646, "iqa_v2_clive_min": 0.47216554121537646, "iqa_v2_clive_max": 0.47216554121537646, "iqa_v2_koniq10k_mean": 0.5614852519950482, "iqa_v2_koniq10k_min": 0.5614852519950482, "iqa_v2_koniq10k_max": 0.5614852519950482, "imdecont": { "jpg": 0.3330475091934204 }, "imdecont_image_match": { "jpg": 189427 }, "imdecont_max": 0.3330475091934204, "imdecont_mean": 0.3330475091934204, "imdecont_min": 0.3330475091934204, "clip_score_clip_vitl14_224_prev_turn_only_min": 14.7109375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 14.7109375, "clip_score_clip_vitl14_224_prev_turn_only_max": 14.7109375, "clip_score_dfn_public_prev_turn_only_min": 2.640625, "clip_score_dfn_public_prev_turn_only_mean": 2.640625, "clip_score_dfn_public_prev_turn_only_max": 2.640625, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.9375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.9375, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.9375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.828125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.828125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.828125, "clip_score_clip_vitl14_224_next_turn_only_min": 21.953125, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.953125, "clip_score_clip_vitl14_224_next_turn_only_max": 21.953125, "clip_score_dfn_public_next_turn_only_min": 1.8671875, "clip_score_dfn_public_next_turn_only_mean": 1.8671875, "clip_score_dfn_public_next_turn_only_max": 1.8671875, "clip_score_siglip2_b16_224_next_turn_only_min": -4.890625, "clip_score_siglip2_b16_224_next_turn_only_mean": -4.890625, "clip_score_siglip2_b16_224_next_turn_only_max": -4.890625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.21875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.21875, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 17.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 17.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 17.21875, "clip_score_dfn_public_prev_and_next_turn_min": 2.8828125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.8828125, "clip_score_dfn_public_prev_and_next_turn_max": 2.8828125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.03125, "im_height": { "jpg": 1334 }, "im_height_mean": 1334.0, "im_height_min": 1334, "im_height_max": 1334, "im_width": { "jpg": 750 }, "im_width_mean": 750.0, "im_width_min": 750, "im_width_max": 750, "im_ar": { "jpg": 0.5622 }, "im_ar_mean": 0.5622, "im_ar_min": 0.5622, "im_ar_max": 0.5622, "im_kilobytes": { "jpg": 2931.15 }, "im_kilobytes_mean": 2931.15, "im_kilobytes_min": 2931.15, "im_kilobytes_max": 2931.15, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4800.08 }, "im_clarity_mean": 4800.08, "im_clarity_min": 4800.08, "im_clarity_max": 4800.08, "im_luma": { "jpg": 222.56 }, "im_luma_mean": 222.56, "im_luma_min": 222.56, "im_luma_max": 222.56, "im_saturation": { "jpg": 12.96 }, "im_saturation_mean": 12.96, "im_saturation_min": 12.96, "im_saturation_max": 12.96, "im_entropy": { "jpg": 3.55 }, "im_entropy_mean": 3.55, "im_entropy_min": 3.55, "im_entropy_max": 3.55, "unifilter_score_qwen2_5_1_5b": 0.41796875, "unifilter_score_qwen3_0_6b": 2.05078125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8797107934951782, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.044447366148233414, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.020255180075764656, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.4519926607608795, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.5096410512924194, "text_quality_nvidia_domain_label": "Food_and_Drink", "text_quality_nvidia_domain_score": 0.999981164932251, "text_quality_nvidia_edu_nemotron4_score": 1.3603515625, "text_quality_nvidia_edu_mixtral_score": 0.900390625, "text_quality_dclmbaseline_fasttext_score": 0.7089545130729675, "text_quality_dolma3_fasttext_score": 0.9999364614486694, "custom_fasttext_val_fasttext_score": 0.0004214644432067871, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 2.1576881408691406e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.09375, "within_sample_repetition_detection": 4.0 }, "123": { "detoxify": 1, "length_chars": 343, "length_tokens": 2561, "length_tokens_text_only": 257, "length_tokens_trainable_only": 198, "length_images": 1, "iqa_live_mean": 0.27342409076112684, "iqa_live_min": 0.27342409076112684, "iqa_live_max": 0.27342409076112684, "iqa_csiq_mean": 0.48883479833602905, "iqa_csiq_min": 0.48883479833602905, "iqa_csiq_max": 0.48883479833602905, "iqa_tid2013_mean": 0.1927454736497667, "iqa_tid2013_min": 0.1927454736497667, "iqa_tid2013_max": 0.1927454736497667, "iqa_kadid10k_mean": 0.2091064453125, "iqa_kadid10k_min": 0.2091064453125, "iqa_kadid10k_max": 0.2091064453125, "iqa_flive_mean": 0.588412506411774, "iqa_flive_min": 0.588412506411774, "iqa_flive_max": 0.588412506411774, "iqa_spaq_mean": 0.5328544847892993, "iqa_spaq_min": 0.5328544847892993, "iqa_spaq_max": 0.5328544847892993, "iqa_clive_mean": 0.3805412908997199, "iqa_clive_min": 0.3805412908997199, "iqa_clive_max": 0.3805412908997199, "iqa_koniq10k_mean": 0.4259107570455532, "iqa_koniq10k_min": 0.4259107570455532, "iqa_koniq10k_max": 0.4259107570455532, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8540675044059753 }, { "lang": "en", "score": 0.046554259955883026 }, { "lang": "ko", "score": 0.012380188331007957 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.27342409076112684, "iqa_v2_live_min": 0.27342409076112684, "iqa_v2_live_max": 0.27342409076112684, "iqa_v2_csiq_mean": 0.48883479833602905, "iqa_v2_csiq_min": 0.48883479833602905, "iqa_v2_csiq_max": 0.48883479833602905, "iqa_v2_tid2013_mean": 0.1927454736497667, "iqa_v2_tid2013_min": 0.1927454736497667, "iqa_v2_tid2013_max": 0.1927454736497667, "iqa_v2_kadid10k_mean": 0.2091064453125, "iqa_v2_kadid10k_min": 0.2091064453125, "iqa_v2_kadid10k_max": 0.2091064453125, "iqa_v2_flive_mean": 0.588412506411774, "iqa_v2_flive_min": 0.588412506411774, "iqa_v2_flive_max": 0.588412506411774, "iqa_v2_spaq_mean": 0.5328544847892993, "iqa_v2_spaq_min": 0.5328544847892993, "iqa_v2_spaq_max": 0.5328544847892993, "iqa_v2_clive_mean": 0.3805412908997199, "iqa_v2_clive_min": 0.3805412908997199, "iqa_v2_clive_max": 0.3805412908997199, "iqa_v2_koniq10k_mean": 0.4259107570455532, "iqa_v2_koniq10k_min": 0.4259107570455532, "iqa_v2_koniq10k_max": 0.4259107570455532, "imdecont": { "jpg": 0.3861437439918518 }, "imdecont_image_match": { "jpg": 215263 }, "imdecont_max": 0.3861437439918518, "imdecont_mean": 0.3861437439918518, "imdecont_min": 0.3861437439918518, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.21875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.21875, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.21875, "clip_score_dfn_public_prev_turn_only_min": 3.001953125, "clip_score_dfn_public_prev_turn_only_mean": 3.001953125, "clip_score_dfn_public_prev_turn_only_max": 3.001953125, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.0, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.0, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.0, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.484375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.484375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.484375, "clip_score_clip_vitl14_224_next_turn_only_min": 23.359375, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.359375, "clip_score_clip_vitl14_224_next_turn_only_max": 23.359375, "clip_score_dfn_public_next_turn_only_min": 4.50390625, "clip_score_dfn_public_next_turn_only_mean": 4.50390625, "clip_score_dfn_public_next_turn_only_max": 4.50390625, "clip_score_siglip2_b16_224_next_turn_only_min": -7.640625, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.640625, "clip_score_siglip2_b16_224_next_turn_only_max": -7.640625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.4375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.4375, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.90625, "clip_score_dfn_public_prev_and_next_turn_min": 3.060546875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.060546875, "clip_score_dfn_public_prev_and_next_turn_max": 3.060546875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.8515625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.8515625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.8515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.25, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3906.25 }, "im_clarity_mean": 3906.25, "im_clarity_min": 3906.25, "im_clarity_max": 3906.25, "im_luma": { "jpg": 233.96 }, "im_luma_mean": 233.96, "im_luma_min": 233.96, "im_luma_max": 233.96, "im_saturation": { "jpg": 0.1 }, "im_saturation_mean": 0.1, "im_saturation_min": 0.1, "im_saturation_max": 0.1, "im_entropy": { "jpg": 2.28 }, "im_entropy_mean": 2.28, "im_entropy_min": 2.28, "im_entropy_max": 2.28, "unifilter_score_qwen2_5_1_5b": -0.73681640625, "unifilter_score_qwen3_0_6b": 0.888671875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8540675044059753, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.046554259955883026, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.012380188331007957, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.24257299304008484, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.6133096814155579, "text_quality_nvidia_domain_label": "Finance", "text_quality_nvidia_domain_score": 0.9425138831138611, "text_quality_nvidia_edu_nemotron4_score": 0.64208984375, "text_quality_nvidia_edu_mixtral_score": 0.377685546875, "text_quality_dclmbaseline_fasttext_score": 0.3693416714668274, "text_quality_dolma3_fasttext_score": 0.20109480619430542, "custom_fasttext_val_fasttext_score": 2.9802322387695312e-06, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0, "custom_fasttext_core_clean_fasttext_score": 7.665157318115234e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.875, "within_sample_repetition_detection": 3.0 }, "18": { "detoxify": 1, "length_chars": 363, "length_tokens": 2560, "length_tokens_text_only": 256, "length_tokens_trainable_only": 193, "length_images": 1, "iqa_live_mean": 0.3506021210641571, "iqa_live_min": 0.3506021210641571, "iqa_live_max": 0.3506021210641571, "iqa_csiq_mean": 0.516727864742279, "iqa_csiq_min": 0.516727864742279, "iqa_csiq_max": 0.516727864742279, "iqa_tid2013_mean": 0.29148679309421116, "iqa_tid2013_min": 0.29148679309421116, "iqa_tid2013_max": 0.29148679309421116, "iqa_kadid10k_mean": 0.2525634765625, "iqa_kadid10k_min": 0.2525634765625, "iqa_kadid10k_max": 0.2525634765625, "iqa_flive_mean": 0.5800081503511679, "iqa_flive_min": 0.5800081503511679, "iqa_flive_max": 0.5800081503511679, "iqa_spaq_mean": 0.45974053276909727, "iqa_spaq_min": 0.45974053276909727, "iqa_spaq_max": 0.45974053276909727, "iqa_clive_mean": 0.3234074525158815, "iqa_clive_min": 0.3234074525158815, "iqa_clive_max": 0.3234074525158815, "iqa_koniq10k_mean": 0.42235962068191685, "iqa_koniq10k_min": 0.42235962068191685, "iqa_koniq10k_max": 0.42235962068191685, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9431332945823669 }, { "lang": "ja", "score": 0.03222054988145828 }, { "lang": "en", "score": 0.008167161606252193 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3506021210641571, "iqa_v2_live_min": 0.3506021210641571, "iqa_v2_live_max": 0.3506021210641571, "iqa_v2_csiq_mean": 0.516666829586029, "iqa_v2_csiq_min": 0.516666829586029, "iqa_v2_csiq_max": 0.516666829586029, "iqa_v2_tid2013_mean": 0.29148679309421116, "iqa_v2_tid2013_min": 0.29148679309421116, "iqa_v2_tid2013_max": 0.29148679309421116, "iqa_v2_kadid10k_mean": 0.2525634765625, "iqa_v2_kadid10k_min": 0.2525634765625, "iqa_v2_kadid10k_max": 0.2525634765625, "iqa_v2_flive_mean": 0.5799292362097538, "iqa_v2_flive_min": 0.5799292362097538, "iqa_v2_flive_max": 0.5799292362097538, "iqa_v2_spaq_mean": 0.4596616186276831, "iqa_v2_spaq_min": 0.4596616186276831, "iqa_v2_spaq_max": 0.4596616186276831, "iqa_v2_clive_mean": 0.3234074525158815, "iqa_v2_clive_min": 0.3234074525158815, "iqa_v2_clive_max": 0.3234074525158815, "iqa_v2_koniq10k_mean": 0.42235962068191685, "iqa_v2_koniq10k_min": 0.42235962068191685, "iqa_v2_koniq10k_max": 0.42235962068191685, "imdecont": { "jpg": 0.32396525144577026 }, "imdecont_image_match": { "jpg": 189408 }, "imdecont_max": 0.32396525144577026, "imdecont_mean": 0.32396525144577026, "imdecont_min": 0.32396525144577026, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.2734375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.2734375, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.2734375, "clip_score_dfn_public_prev_turn_only_min": 2.275390625, "clip_score_dfn_public_prev_turn_only_mean": 2.275390625, "clip_score_dfn_public_prev_turn_only_max": 2.275390625, "clip_score_siglip2_b16_224_prev_turn_only_min": -10.0234375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -10.0234375, "clip_score_siglip2_b16_224_prev_turn_only_max": -10.0234375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 16.453125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 16.453125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 16.453125, "clip_score_clip_vitl14_224_next_turn_only_min": 25.703125, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.703125, "clip_score_clip_vitl14_224_next_turn_only_max": 25.703125, "clip_score_dfn_public_next_turn_only_min": 3.138671875, "clip_score_dfn_public_next_turn_only_mean": 3.138671875, "clip_score_dfn_public_next_turn_only_max": 3.138671875, "clip_score_siglip2_b16_224_next_turn_only_min": -5.6484375, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.6484375, "clip_score_siglip2_b16_224_next_turn_only_max": -5.6484375, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.84375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.84375, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.84375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.8125, "clip_score_dfn_public_prev_and_next_turn_min": 2.767578125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.767578125, "clip_score_dfn_public_prev_and_next_turn_max": 2.767578125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.0546875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.0546875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.0546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.28125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.28125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.28125, "im_height": { "jpg": 2160 }, "im_height_mean": 2160.0, "im_height_min": 2160, "im_height_max": 2160, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5 }, "im_ar_mean": 0.5, "im_ar_min": 0.5, "im_ar_max": 0.5, "im_kilobytes": { "jpg": 6834.38 }, "im_kilobytes_mean": 6834.38, "im_kilobytes_min": 6834.38, "im_kilobytes_max": 6834.38, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2259.46 }, "im_clarity_mean": 2259.46, "im_clarity_min": 2259.46, "im_clarity_max": 2259.46, "im_luma": { "jpg": 202.13 }, "im_luma_mean": 202.13, "im_luma_min": 202.13, "im_luma_max": 202.13, "im_saturation": { "jpg": 8.7 }, "im_saturation_mean": 8.7, "im_saturation_min": 8.7, "im_saturation_max": 8.7, "im_entropy": { "jpg": 3.86 }, "im_entropy_mean": 3.86, "im_entropy_min": 3.86, "im_entropy_max": 3.86, "unifilter_score_qwen2_5_1_5b": 0.18408203125, "unifilter_score_qwen3_0_6b": -1.404296875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9431332945823669, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.03222054988145828, "language_detection_annotation_nllb_2_lan": "en", "language_detection_annotation_nllb_2_score": 0.008167161606252193, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.5205027461051941, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.38994672894477844, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.8010878562927246, "text_quality_nvidia_edu_nemotron4_score": 1.720703125, "text_quality_nvidia_edu_mixtral_score": 1.1357421875, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 2.86102294921875e-06, "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": 3.859375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.640625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.21875, "within_sample_repetition_detection": 6.0 }, "117": { "detoxify": 1, "length_chars": 490, "length_tokens": 2730, "length_tokens_text_only": 427, "length_tokens_trainable_only": 363, "length_images": 1, "iqa_live_mean": 0.7571678161621094, "iqa_live_min": 0.7571678161621094, "iqa_live_max": 0.7571678161621094, "iqa_csiq_mean": 0.817203938961029, "iqa_csiq_min": 0.817203938961029, "iqa_csiq_max": 0.817203938961029, "iqa_tid2013_mean": 0.5001931190490723, "iqa_tid2013_min": 0.5001931190490723, "iqa_tid2013_max": 0.5001931190490723, "iqa_kadid10k_mean": 0.4871826171875, "iqa_kadid10k_min": 0.4871826171875, "iqa_kadid10k_max": 0.4871826171875, "iqa_flive_mean": 0.700510044290562, "iqa_flive_min": 0.700510044290562, "iqa_flive_max": 0.700510044290562, "iqa_spaq_mean": 0.6215737082741478, "iqa_spaq_min": 0.6215737082741478, "iqa_spaq_max": 0.6215737082741478, "iqa_clive_mean": 0.5331612403946694, "iqa_clive_min": 0.5331612403946694, "iqa_clive_max": 0.5331612403946694, "iqa_koniq10k_mean": 0.6304562115910078, "iqa_koniq10k_min": 0.6304562115910078, "iqa_koniq10k_max": 0.6304562115910078, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.44422200322151184 }, { "lang": "en", "score": 0.21190254390239716 }, { "lang": "ja", "score": 0.1022089347243309 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.7571678161621094, "iqa_v2_live_min": 0.7571678161621094, "iqa_v2_live_max": 0.7571678161621094, "iqa_v2_csiq_mean": 0.817203938961029, "iqa_v2_csiq_min": 0.817203938961029, "iqa_v2_csiq_max": 0.817203938961029, "iqa_v2_tid2013_mean": 0.5001931190490723, "iqa_v2_tid2013_min": 0.5001931190490723, "iqa_v2_tid2013_max": 0.5001931190490723, "iqa_v2_kadid10k_mean": 0.4871826171875, "iqa_v2_kadid10k_min": 0.4871826171875, "iqa_v2_kadid10k_max": 0.4871826171875, "iqa_v2_flive_mean": 0.700510044290562, "iqa_v2_flive_min": 0.700510044290562, "iqa_v2_flive_max": 0.700510044290562, "iqa_v2_spaq_mean": 0.6215737082741478, "iqa_v2_spaq_min": 0.6215737082741478, "iqa_v2_spaq_max": 0.6215737082741478, "iqa_v2_clive_mean": 0.5331612403946694, "iqa_v2_clive_min": 0.5331612403946694, "iqa_v2_clive_max": 0.5331612403946694, "iqa_v2_koniq10k_mean": 0.6304562115910078, "iqa_v2_koniq10k_min": 0.6304562115910078, "iqa_v2_koniq10k_max": 0.6304562115910078, "imdecont": { "jpg": 0.32267701625823975 }, "imdecont_image_match": { "jpg": 262069 }, "imdecont_max": 0.32267701625823975, "imdecont_mean": 0.32267701625823975, "imdecont_min": 0.32267701625823975, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.453125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.453125, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.453125, "clip_score_dfn_public_prev_turn_only_min": 1.9775390625, "clip_score_dfn_public_prev_turn_only_mean": 1.9775390625, "clip_score_dfn_public_prev_turn_only_max": 1.9775390625, "clip_score_siglip2_b16_224_prev_turn_only_min": -10.96875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -10.96875, "clip_score_siglip2_b16_224_prev_turn_only_max": -10.96875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.4375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.4375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.4375, "clip_score_clip_vitl14_224_next_turn_only_min": 19.703125, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.703125, "clip_score_clip_vitl14_224_next_turn_only_max": 19.703125, "clip_score_dfn_public_next_turn_only_min": 2.044921875, "clip_score_dfn_public_next_turn_only_mean": 2.044921875, "clip_score_dfn_public_next_turn_only_max": 2.044921875, "clip_score_siglip2_b16_224_next_turn_only_min": -1.234375, "clip_score_siglip2_b16_224_next_turn_only_mean": -1.234375, "clip_score_siglip2_b16_224_next_turn_only_max": -1.234375, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.984375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.984375, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.234375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.234375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.234375, "clip_score_dfn_public_prev_and_next_turn_min": 1.9384765625, "clip_score_dfn_public_prev_and_next_turn_mean": 1.9384765625, "clip_score_dfn_public_prev_and_next_turn_max": 1.9384765625, "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": 21.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.734375, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1407.52 }, "im_clarity_mean": 1407.52, "im_clarity_min": 1407.52, "im_clarity_max": 1407.52, "im_luma": { "jpg": 218.42 }, "im_luma_mean": 218.42, "im_luma_min": 218.42, "im_luma_max": 218.42, "im_saturation": { "jpg": 45.16 }, "im_saturation_mean": 45.16, "im_saturation_min": 45.16, "im_saturation_max": 45.16, "im_entropy": { "jpg": 3.62 }, "im_entropy_mean": 3.62, "im_entropy_min": 3.62, "im_entropy_max": 3.62, "unifilter_score_qwen2_5_1_5b": 1.4326171875, "unifilter_score_qwen3_0_6b": 0.199951171875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.44422200322151184, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.21190254390239716, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.1022089347243309, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.41648146510124207, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.6862777471542358, "text_quality_nvidia_domain_label": "Shopping", "text_quality_nvidia_domain_score": 0.9998981952667236, "text_quality_nvidia_edu_nemotron4_score": 1.3779296875, "text_quality_nvidia_edu_mixtral_score": 0.7666015625, "text_quality_dclmbaseline_fasttext_score": 0.7138296365737915, "text_quality_dolma3_fasttext_score": 0.9994107484817505, "custom_fasttext_val_fasttext_score": 0.00412827730178833, "custom_fasttext_core_fasttext_score": 0.00011456012725830078, "custom_fasttext_val_clean_fasttext_score": 0.008488774299621582, "custom_fasttext_core_clean_fasttext_score": 0.0012186169624328613, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.265625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.140625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 3.0 }, "129": { "detoxify": 1, "length_chars": 506, "length_tokens": 2711, "length_tokens_text_only": 407, "length_tokens_trainable_only": 343, "length_images": 1, "iqa_live_mean": 0.4880114083338265, "iqa_live_min": 0.4880114083338265, "iqa_live_max": 0.4880114083338265, "iqa_csiq_mean": 0.694645345211029, "iqa_csiq_min": 0.694645345211029, "iqa_csiq_max": 0.694645345211029, "iqa_tid2013_mean": 0.3272940847608778, "iqa_tid2013_min": 0.3272940847608778, "iqa_tid2013_max": 0.3272940847608778, "iqa_kadid10k_mean": 0.3192138671875, "iqa_kadid10k_min": 0.3192138671875, "iqa_kadid10k_max": 0.3192138671875, "iqa_flive_mean": 0.6451073848839962, "iqa_flive_min": 0.6451073848839962, "iqa_flive_max": 0.6451073848839962, "iqa_spaq_mean": 0.46867755928424876, "iqa_spaq_min": 0.46867755928424876, "iqa_spaq_max": 0.46867755928424876, "iqa_clive_mean": 0.46463417284416436, "iqa_clive_min": 0.46463417284416436, "iqa_clive_max": 0.46463417284416436, "iqa_koniq10k_mean": 0.4540831055304017, "iqa_koniq10k_min": 0.4540831055304017, "iqa_koniq10k_max": 0.4540831055304017, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9467007517814636 }, { "lang": "en", "score": 0.018641790375113487 }, { "lang": "ko", "score": 0.007680896203964949 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4880114083338265, "iqa_v2_live_min": 0.4880114083338265, "iqa_v2_live_max": 0.4880114083338265, "iqa_v2_csiq_mean": 0.694645345211029, "iqa_v2_csiq_min": 0.694645345211029, "iqa_v2_csiq_max": 0.694645345211029, "iqa_v2_tid2013_mean": 0.3272940847608778, "iqa_v2_tid2013_min": 0.3272940847608778, "iqa_v2_tid2013_max": 0.3272940847608778, "iqa_v2_kadid10k_mean": 0.3192138671875, "iqa_v2_kadid10k_min": 0.3192138671875, "iqa_v2_kadid10k_max": 0.3192138671875, "iqa_v2_flive_mean": 0.6451073848839962, "iqa_v2_flive_min": 0.6451073848839962, "iqa_v2_flive_max": 0.6451073848839962, "iqa_v2_spaq_mean": 0.46867755928424876, "iqa_v2_spaq_min": 0.46867755928424876, "iqa_v2_spaq_max": 0.46867755928424876, "iqa_v2_clive_mean": 0.46463417284416436, "iqa_v2_clive_min": 0.46463417284416436, "iqa_v2_clive_max": 0.46463417284416436, "iqa_v2_koniq10k_mean": 0.4540831055304017, "iqa_v2_koniq10k_min": 0.4540831055304017, "iqa_v2_koniq10k_max": 0.4540831055304017, "imdecont": { "jpg": 0.3470572233200073 }, "imdecont_image_match": { "jpg": 189188 }, "imdecont_max": 0.3470572233200073, "imdecont_mean": 0.3470572233200073, "imdecont_min": 0.3470572233200073, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.6484375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.6484375, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.6484375, "clip_score_dfn_public_prev_turn_only_min": 2.25390625, "clip_score_dfn_public_prev_turn_only_mean": 2.25390625, "clip_score_dfn_public_prev_turn_only_max": 2.25390625, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.0, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.0, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.0, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.390625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.390625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.390625, "clip_score_clip_vitl14_224_next_turn_only_min": 20.828125, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.828125, "clip_score_clip_vitl14_224_next_turn_only_max": 20.828125, "clip_score_dfn_public_next_turn_only_min": 2.919921875, "clip_score_dfn_public_next_turn_only_mean": 2.919921875, "clip_score_dfn_public_next_turn_only_max": 2.919921875, "clip_score_siglip2_b16_224_next_turn_only_min": -9.734375, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.734375, "clip_score_siglip2_b16_224_next_turn_only_max": -9.734375, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.21875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.21875, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.234375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.234375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.234375, "clip_score_dfn_public_prev_and_next_turn_min": 2.322265625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.322265625, "clip_score_dfn_public_prev_and_next_turn_max": 2.322265625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.3671875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.3671875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.3671875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.28125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.28125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.28125, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3802.55 }, "im_clarity_mean": 3802.55, "im_clarity_min": 3802.55, "im_clarity_max": 3802.55, "im_luma": { "jpg": 199.13 }, "im_luma_mean": 199.13, "im_luma_min": 199.13, "im_luma_max": 199.13, "im_saturation": { "jpg": 2.76 }, "im_saturation_mean": 2.76, "im_saturation_min": 2.76, "im_saturation_max": 2.76, "im_entropy": { "jpg": 4.11 }, "im_entropy_mean": 4.11, "im_entropy_min": 4.11, "im_entropy_max": 4.11, "unifilter_score_qwen2_5_1_5b": 0.76220703125, "unifilter_score_qwen3_0_6b": 3.216796875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9467007517814636, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.018641790375113487, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.007680896203964949, "text_quality_weborganizer_topic_label": "Finance & Business", "text_quality_weborganizer_topic_score": 0.5023370385169983, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.7182039618492126, "text_quality_nvidia_domain_label": "Autos_and_Vehicles", "text_quality_nvidia_domain_score": 0.9999487400054932, "text_quality_nvidia_edu_nemotron4_score": 1.4658203125, "text_quality_nvidia_edu_mixtral_score": 0.8447265625, "text_quality_dclmbaseline_fasttext_score": 0.9773359298706055, "text_quality_dolma3_fasttext_score": 0.5911257266998291, "custom_fasttext_val_fasttext_score": 1.5020370483398438e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 8.392333984375e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.421875, "within_sample_repetition_detection": 3.0 }, "97": { "detoxify": 1, "length_chars": 220, "length_tokens": 2474, "length_tokens_text_only": 171, "length_tokens_trainable_only": 107, "length_images": 1, "iqa_live_mean": 0.6088092303035235, "iqa_live_min": 0.6088092303035235, "iqa_live_max": 0.6088092303035235, "iqa_csiq_mean": 0.737858235836029, "iqa_csiq_min": 0.737858235836029, "iqa_csiq_max": 0.737858235836029, "iqa_tid2013_mean": 0.4715811941358778, "iqa_tid2013_min": 0.4715811941358778, "iqa_tid2013_max": 0.4715811941358778, "iqa_kadid10k_mean": 0.604949951171875, "iqa_kadid10k_min": 0.604949951171875, "iqa_kadid10k_max": 0.604949951171875, "iqa_flive_mean": 0.6611812090632891, "iqa_flive_min": 0.6611812090632891, "iqa_flive_max": 0.6611812090632891, "iqa_spaq_mean": 0.6383824203953599, "iqa_spaq_min": 0.6383824203953599, "iqa_spaq_max": 0.6383824203953599, "iqa_clive_mean": 0.538527402010831, "iqa_clive_min": 0.538527402010831, "iqa_clive_max": 0.538527402010831, "iqa_koniq10k_mean": 0.5632213631061593, "iqa_koniq10k_min": 0.5632213631061593, "iqa_koniq10k_max": 0.5632213631061593, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.4383760392665863 }, { "lang": "en", "score": 0.3622227907180786 }, { "lang": "el", "score": 0.03255771845579147 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.6088092303035235, "iqa_v2_live_min": 0.6088092303035235, "iqa_v2_live_max": 0.6088092303035235, "iqa_v2_csiq_mean": 0.737858235836029, "iqa_v2_csiq_min": 0.737858235836029, "iqa_v2_csiq_max": 0.737858235836029, "iqa_v2_tid2013_mean": 0.4715811941358778, "iqa_v2_tid2013_min": 0.4715811941358778, "iqa_v2_tid2013_max": 0.4715811941358778, "iqa_v2_kadid10k_mean": 0.604949951171875, "iqa_v2_kadid10k_min": 0.604949951171875, "iqa_v2_kadid10k_max": 0.604949951171875, "iqa_v2_flive_mean": 0.6611812090632891, "iqa_v2_flive_min": 0.6611812090632891, "iqa_v2_flive_max": 0.6611812090632891, "iqa_v2_spaq_mean": 0.6383824203953599, "iqa_v2_spaq_min": 0.6383824203953599, "iqa_v2_spaq_max": 0.6383824203953599, "iqa_v2_clive_mean": 0.538527402010831, "iqa_v2_clive_min": 0.538527402010831, "iqa_v2_clive_max": 0.538527402010831, "iqa_v2_koniq10k_mean": 0.5632213631061593, "iqa_v2_koniq10k_min": 0.5632213631061593, "iqa_v2_koniq10k_max": 0.5632213631061593, "imdecont": { "jpg": 0.28665024042129517 }, "imdecont_image_match": { "jpg": 262379 }, "imdecont_max": 0.28665024042129517, "imdecont_mean": 0.28665024042129517, "imdecont_min": 0.28665024042129517, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.265625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.265625, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.265625, "clip_score_dfn_public_prev_turn_only_min": 0.51708984375, "clip_score_dfn_public_prev_turn_only_mean": 0.51708984375, "clip_score_dfn_public_prev_turn_only_max": 0.51708984375, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.53125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.53125, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.53125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 14.6015625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 14.6015625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 14.6015625, "clip_score_clip_vitl14_224_next_turn_only_min": 22.234375, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.234375, "clip_score_clip_vitl14_224_next_turn_only_max": 22.234375, "clip_score_dfn_public_next_turn_only_min": -0.72509765625, "clip_score_dfn_public_next_turn_only_mean": -0.72509765625, "clip_score_dfn_public_next_turn_only_max": -0.72509765625, "clip_score_siglip2_b16_224_next_turn_only_min": -2.5390625, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.5390625, "clip_score_siglip2_b16_224_next_turn_only_max": -2.5390625, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.0625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.0625, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 19.671875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 19.671875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 19.671875, "clip_score_dfn_public_prev_and_next_turn_min": -0.70068359375, "clip_score_dfn_public_prev_and_next_turn_mean": -0.70068359375, "clip_score_dfn_public_prev_and_next_turn_max": -0.70068359375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.5859375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.5859375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.5859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 18.78125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 18.78125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 18.78125, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1426.94 }, "im_clarity_mean": 1426.94, "im_clarity_min": 1426.94, "im_clarity_max": 1426.94, "im_luma": { "jpg": 63.59 }, "im_luma_mean": 63.59, "im_luma_min": 63.59, "im_luma_max": 63.59, "im_saturation": { "jpg": 165.22 }, "im_saturation_mean": 165.22, "im_saturation_min": 165.22, "im_saturation_max": 165.22, "im_entropy": { "jpg": 6.88 }, "im_entropy_mean": 6.88, "im_entropy_min": 6.88, "im_entropy_max": 6.88, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.4383760392665863, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.3622227907180786, "language_detection_annotation_nllb_2_lan": "el", "language_detection_annotation_nllb_2_score": 0.03255771845579147, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.5060590505599976, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.5074260830879211, "text_quality_nvidia_domain_label": "Food_and_Drink", "text_quality_nvidia_domain_score": 0.5883811712265015, "text_quality_nvidia_edu_nemotron4_score": 1.5751953125, "text_quality_nvidia_edu_mixtral_score": 0.8603515625, "text_quality_dclmbaseline_fasttext_score": 0.8892167210578918, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 5.245208740234375e-06, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00013816356658935547, "custom_fasttext_core_clean_fasttext_score": 0.0, "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": 4.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.28125, "within_sample_repetition_detection": 10.0 }, "116": { "detoxify": 1, "length_chars": 420, "length_tokens": 2625, "length_tokens_text_only": 321, "length_tokens_trainable_only": 257, "length_images": 1, "iqa_live_mean": 0.3818521595964528, "iqa_live_min": 0.3818521595964528, "iqa_live_max": 0.3818521595964528, "iqa_csiq_mean": 0.542362630367279, "iqa_csiq_min": 0.542362630367279, "iqa_csiq_max": 0.542362630367279, "iqa_tid2013_mean": 0.2947420014275445, "iqa_tid2013_min": 0.2947420014275445, "iqa_tid2013_max": 0.2947420014275445, "iqa_kadid10k_mean": 0.2901611328125, "iqa_kadid10k_min": 0.2901611328125, "iqa_kadid10k_max": 0.2901611328125, "iqa_flive_mean": 0.603485107421875, "iqa_flive_min": 0.603485107421875, "iqa_flive_max": 0.603485107421875, "iqa_spaq_mean": 0.5211160062539457, "iqa_spaq_min": 0.5211160062539457, "iqa_spaq_max": 0.5211160062539457, "iqa_clive_mean": 0.43732001564719464, "iqa_clive_min": 0.43732001564719464, "iqa_clive_max": 0.43732001564719464, "iqa_koniq10k_mean": 0.5064031812879775, "iqa_koniq10k_min": 0.5064031812879775, "iqa_koniq10k_max": 0.5064031812879775, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.5654813051223755 }, { "lang": "en", "score": 0.1901673823595047 }, { "lang": "ja", "score": 0.050255950540304184 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3818521595964528, "iqa_v2_live_min": 0.3818521595964528, "iqa_v2_live_max": 0.3818521595964528, "iqa_v2_csiq_mean": 0.542362630367279, "iqa_v2_csiq_min": 0.542362630367279, "iqa_v2_csiq_max": 0.542362630367279, "iqa_v2_tid2013_mean": 0.2947420014275445, "iqa_v2_tid2013_min": 0.2947420014275445, "iqa_v2_tid2013_max": 0.2947420014275445, "iqa_v2_kadid10k_mean": 0.2901611328125, "iqa_v2_kadid10k_min": 0.2901611328125, "iqa_v2_kadid10k_max": 0.2901611328125, "iqa_v2_flive_mean": 0.603485107421875, "iqa_v2_flive_min": 0.603485107421875, "iqa_v2_flive_max": 0.603485107421875, "iqa_v2_spaq_mean": 0.5211160062539457, "iqa_v2_spaq_min": 0.5211160062539457, "iqa_v2_spaq_max": 0.5211160062539457, "iqa_v2_clive_mean": 0.43732001564719464, "iqa_v2_clive_min": 0.43732001564719464, "iqa_v2_clive_max": 0.43732001564719464, "iqa_v2_koniq10k_mean": 0.5064031812879775, "iqa_v2_koniq10k_min": 0.5064031812879775, "iqa_v2_koniq10k_max": 0.5064031812879775, "imdecont": { "jpg": 0.39931583404541016 }, "imdecont_image_match": { "jpg": 107811 }, "imdecont_max": 0.39931583404541016, "imdecont_mean": 0.39931583404541016, "imdecont_min": 0.39931583404541016, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.296875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.296875, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.296875, "clip_score_dfn_public_prev_turn_only_min": 2.056640625, "clip_score_dfn_public_prev_turn_only_mean": 2.056640625, "clip_score_dfn_public_prev_turn_only_max": 2.056640625, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.3046875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.3046875, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.3046875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.03125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.03125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.03125, "clip_score_clip_vitl14_224_next_turn_only_min": 16.65625, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.65625, "clip_score_clip_vitl14_224_next_turn_only_max": 16.65625, "clip_score_dfn_public_next_turn_only_min": 3.548828125, "clip_score_dfn_public_next_turn_only_mean": 3.548828125, "clip_score_dfn_public_next_turn_only_max": 3.548828125, "clip_score_siglip2_b16_224_next_turn_only_min": -6.8984375, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.8984375, "clip_score_siglip2_b16_224_next_turn_only_max": -6.8984375, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.390625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.390625, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.078125, "clip_score_dfn_public_prev_and_next_turn_min": 3.359375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.359375, "clip_score_dfn_public_prev_and_next_turn_max": 3.359375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.3515625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.3515625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.3515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.015625, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1948.86 }, "im_clarity_mean": 1948.86, "im_clarity_min": 1948.86, "im_clarity_max": 1948.86, "im_luma": { "jpg": 223.94 }, "im_luma_mean": 223.94, "im_luma_min": 223.94, "im_luma_max": 223.94, "im_saturation": { "jpg": 9.26 }, "im_saturation_mean": 9.26, "im_saturation_min": 9.26, "im_saturation_max": 9.26, "im_entropy": { "jpg": 3.58 }, "im_entropy_mean": 3.58, "im_entropy_min": 3.58, "im_entropy_max": 3.58, "unifilter_score_qwen2_5_1_5b": 0.0299835205078125, "unifilter_score_qwen3_0_6b": -0.03765869140625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.5654813051223755, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.1901673823595047, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.050255950540304184, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.6686159372329712, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.4172976613044739, "text_quality_nvidia_domain_label": "Internet_and_Telecom", "text_quality_nvidia_domain_score": 0.9988742470741272, "text_quality_nvidia_edu_nemotron4_score": 1.5146484375, "text_quality_nvidia_edu_mixtral_score": 0.95947265625, "text_quality_dclmbaseline_fasttext_score": 0.9841588139533997, "text_quality_dolma3_fasttext_score": 0.8383174538612366, "custom_fasttext_val_fasttext_score": 0.0007372498512268066, "custom_fasttext_core_fasttext_score": 1.71661376953125e-05, "custom_fasttext_val_clean_fasttext_score": 0.002541482448577881, "custom_fasttext_core_clean_fasttext_score": 0.0004264712333679199, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.5625, "within_sample_repetition_detection": 4.0 }, "125": { "detoxify": 1, "length_chars": 342, "length_tokens": 2547, "length_tokens_text_only": 244, "length_tokens_trainable_only": 180, "length_images": 1, "iqa_live_mean": 0.33197838369041976, "iqa_live_min": 0.33197838369041976, "iqa_live_max": 0.33197838369041976, "iqa_csiq_mean": 0.537907063961029, "iqa_csiq_min": 0.537907063961029, "iqa_csiq_max": 0.537907063961029, "iqa_tid2013_mean": 0.22399547364976669, "iqa_tid2013_min": 0.22399547364976669, "iqa_tid2013_max": 0.22399547364976669, "iqa_kadid10k_mean": 0.2650146484375, "iqa_kadid10k_min": 0.2650146484375, "iqa_kadid10k_max": 0.2650146484375, "iqa_flive_mean": 0.6100349811592488, "iqa_flive_min": 0.6100349811592488, "iqa_flive_max": 0.6100349811592488, "iqa_spaq_mean": 0.5247855138297033, "iqa_spaq_min": 0.5247855138297033, "iqa_spaq_max": 0.5247855138297033, "iqa_clive_mean": 0.37990997776840674, "iqa_clive_min": 0.37990997776840674, "iqa_clive_max": 0.37990997776840674, "iqa_koniq10k_mean": 0.4736538126011088, "iqa_koniq10k_min": 0.4736538126011088, "iqa_koniq10k_max": 0.4736538126011088, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8768028020858765 }, { "lang": "en", "score": 0.041027266532182693 }, { "lang": "ja", "score": 0.01278750505298376 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.33197838369041976, "iqa_v2_live_min": 0.33197838369041976, "iqa_v2_live_max": 0.33197838369041976, "iqa_v2_csiq_mean": 0.537907063961029, "iqa_v2_csiq_min": 0.537907063961029, "iqa_v2_csiq_max": 0.537907063961029, "iqa_v2_tid2013_mean": 0.22399547364976669, "iqa_v2_tid2013_min": 0.22399547364976669, "iqa_v2_tid2013_max": 0.22399547364976669, "iqa_v2_kadid10k_mean": 0.2650146484375, "iqa_v2_kadid10k_min": 0.2650146484375, "iqa_v2_kadid10k_max": 0.2650146484375, "iqa_v2_flive_mean": 0.6100349811592488, "iqa_v2_flive_min": 0.6100349811592488, "iqa_v2_flive_max": 0.6100349811592488, "iqa_v2_spaq_mean": 0.5247855138297033, "iqa_v2_spaq_min": 0.5247855138297033, "iqa_v2_spaq_max": 0.5247855138297033, "iqa_v2_clive_mean": 0.37990997776840674, "iqa_v2_clive_min": 0.37990997776840674, "iqa_v2_clive_max": 0.37990997776840674, "iqa_v2_koniq10k_mean": 0.4736538126011088, "iqa_v2_koniq10k_min": 0.4736538126011088, "iqa_v2_koniq10k_max": 0.4736538126011088, "imdecont": { "jpg": 0.4494887590408325 }, "imdecont_image_match": { "jpg": 189408 }, "imdecont_max": 0.4494887590408325, "imdecont_mean": 0.4494887590408325, "imdecont_min": 0.4494887590408325, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.75, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.75, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.75, "clip_score_dfn_public_prev_turn_only_min": 2.58203125, "clip_score_dfn_public_prev_turn_only_mean": 2.58203125, "clip_score_dfn_public_prev_turn_only_max": 2.58203125, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.0078125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.0078125, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.0078125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.890625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.890625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.890625, "clip_score_clip_vitl14_224_next_turn_only_min": 20.734375, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.734375, "clip_score_clip_vitl14_224_next_turn_only_max": 20.734375, "clip_score_dfn_public_next_turn_only_min": 1.8154296875, "clip_score_dfn_public_next_turn_only_mean": 1.8154296875, "clip_score_dfn_public_next_turn_only_max": 1.8154296875, "clip_score_siglip2_b16_224_next_turn_only_min": -7.234375, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.234375, "clip_score_siglip2_b16_224_next_turn_only_max": -7.234375, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.703125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.703125, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.015625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.015625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.015625, "clip_score_dfn_public_prev_and_next_turn_min": 3.416015625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.416015625, "clip_score_dfn_public_prev_and_next_turn_max": 3.416015625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.2421875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.2421875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.2421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.328125, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3287.14 }, "im_clarity_mean": 3287.14, "im_clarity_min": 3287.14, "im_clarity_max": 3287.14, "im_luma": { "jpg": 236.71 }, "im_luma_mean": 236.71, "im_luma_min": 236.71, "im_luma_max": 236.71, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "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": -1.51953125, "unifilter_score_qwen3_0_6b": -2.435546875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8768028020858765, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.041027266532182693, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.01278750505298376, "text_quality_weborganizer_topic_label": "Crime & Law", "text_quality_weborganizer_topic_score": 0.19105082750320435, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.44294866919517517, "text_quality_nvidia_domain_label": "Travel_and_Transportation", "text_quality_nvidia_domain_score": 0.9638793468475342, "text_quality_nvidia_edu_nemotron4_score": 1.7470703125, "text_quality_nvidia_edu_mixtral_score": 1.6962890625, "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": 1.5497207641601562e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 5.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.0625, "within_sample_repetition_detection": 4.0 }, "131": { "detoxify": 1, "length_chars": 380, "length_tokens": 2611, "length_tokens_text_only": 308, "length_tokens_trainable_only": 243, "length_images": 1, "iqa_live_mean": 0.5707331570712002, "iqa_live_min": 0.5707331570712002, "iqa_live_max": 0.5707331570712002, "iqa_csiq_mean": 0.702457845211029, "iqa_csiq_min": 0.702457845211029, "iqa_csiq_max": 0.702457845211029, "iqa_tid2013_mean": 0.3731925222608778, "iqa_tid2013_min": 0.3731925222608778, "iqa_tid2013_max": 0.3731925222608778, "iqa_kadid10k_mean": 0.3636474609375, "iqa_kadid10k_min": 0.3636474609375, "iqa_kadid10k_max": 0.3636474609375, "iqa_flive_mean": 0.651593140881471, "iqa_flive_min": 0.651593140881471, "iqa_flive_max": 0.651593140881471, "iqa_spaq_mean": 0.5041001445115215, "iqa_spaq_min": 0.5041001445115215, "iqa_spaq_max": 0.5041001445115215, "iqa_clive_mean": 0.4901333047886088, "iqa_clive_min": 0.4901333047886088, "iqa_clive_max": 0.4901333047886088, "iqa_koniq10k_mean": 0.531813534823331, "iqa_koniq10k_min": 0.531813534823331, "iqa_koniq10k_max": 0.531813534823331, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.7591252326965332 }, { "lang": "en", "score": 0.10951899737119675 }, { "lang": "ko", "score": 0.04289478808641434 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5707331570712002, "iqa_v2_live_min": 0.5707331570712002, "iqa_v2_live_max": 0.5707331570712002, "iqa_v2_csiq_mean": 0.702457845211029, "iqa_v2_csiq_min": 0.702457845211029, "iqa_v2_csiq_max": 0.702457845211029, "iqa_v2_tid2013_mean": 0.3731925222608778, "iqa_v2_tid2013_min": 0.3731925222608778, "iqa_v2_tid2013_max": 0.3731925222608778, "iqa_v2_kadid10k_mean": 0.3636474609375, "iqa_v2_kadid10k_min": 0.3636474609375, "iqa_v2_kadid10k_max": 0.3636474609375, "iqa_v2_flive_mean": 0.651593140881471, "iqa_v2_flive_min": 0.651593140881471, "iqa_v2_flive_max": 0.651593140881471, "iqa_v2_spaq_mean": 0.5041001445115215, "iqa_v2_spaq_min": 0.5041001445115215, "iqa_v2_spaq_max": 0.5041001445115215, "iqa_v2_clive_mean": 0.4901333047886088, "iqa_v2_clive_min": 0.4901333047886088, "iqa_v2_clive_max": 0.4901333047886088, "iqa_v2_koniq10k_mean": 0.531813534823331, "iqa_v2_koniq10k_min": 0.531813534823331, "iqa_v2_koniq10k_max": 0.531813534823331, "imdecont": { "jpg": 0.33649855852127075 }, "imdecont_image_match": { "jpg": 105001 }, "imdecont_max": 0.33649855852127075, "imdecont_mean": 0.33649855852127075, "imdecont_min": 0.33649855852127075, "clip_score_clip_vitl14_224_prev_turn_only_min": 14.96875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 14.96875, "clip_score_clip_vitl14_224_prev_turn_only_max": 14.96875, "clip_score_dfn_public_prev_turn_only_min": 2.43359375, "clip_score_dfn_public_prev_turn_only_mean": 2.43359375, "clip_score_dfn_public_prev_turn_only_max": 2.43359375, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.21875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.21875, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.21875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.90625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.90625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.90625, "clip_score_clip_vitl14_224_next_turn_only_min": 23.484375, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.484375, "clip_score_clip_vitl14_224_next_turn_only_max": 23.484375, "clip_score_dfn_public_next_turn_only_min": 2.03125, "clip_score_dfn_public_next_turn_only_mean": 2.03125, "clip_score_dfn_public_next_turn_only_max": 2.03125, "clip_score_siglip2_b16_224_next_turn_only_min": -6.2734375, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.2734375, "clip_score_siglip2_b16_224_next_turn_only_max": -6.2734375, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.0, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.0, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.0, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.90625, "clip_score_dfn_public_prev_and_next_turn_min": 2.794921875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.794921875, "clip_score_dfn_public_prev_and_next_turn_max": 2.794921875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.0234375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.0234375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.0234375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.078125, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2693.04 }, "im_clarity_mean": 2693.04, "im_clarity_min": 2693.04, "im_clarity_max": 2693.04, "im_luma": { "jpg": 213.55 }, "im_luma_mean": 213.55, "im_luma_min": 213.55, "im_luma_max": 213.55, "im_saturation": { "jpg": 6.3 }, "im_saturation_mean": 6.3, "im_saturation_min": 6.3, "im_saturation_max": 6.3, "im_entropy": { "jpg": 3.75 }, "im_entropy_mean": 3.75, "im_entropy_min": 3.75, "im_entropy_max": 3.75, "unifilter_score_qwen2_5_1_5b": -0.318603515625, "unifilter_score_qwen3_0_6b": -2.369140625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.7591252326965332, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.10951899737119675, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.04289478808641434, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.43830999732017517, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.19372516870498657, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9787321090698242, "text_quality_nvidia_edu_nemotron4_score": 1.2978515625, "text_quality_nvidia_edu_mixtral_score": 0.81298828125, "text_quality_dclmbaseline_fasttext_score": 0.9977538585662842, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 7.796287536621094e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0002434849739074707, "custom_fasttext_core_clean_fasttext_score": 4.374980926513672e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.71875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.28125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.4375, "within_sample_repetition_detection": 3.0 }, "119": { "detoxify": 1, "length_chars": 507, "length_tokens": 2672, "length_tokens_text_only": 368, "length_tokens_trainable_only": 301, "length_images": 1, "iqa_live_mean": 0.385876780808574, "iqa_live_min": 0.385876780808574, "iqa_live_max": 0.385876780808574, "iqa_csiq_mean": 0.615055501461029, "iqa_csiq_min": 0.615055501461029, "iqa_csiq_max": 0.615055501461029, "iqa_tid2013_mean": 0.2667472097608778, "iqa_tid2013_min": 0.2667472097608778, "iqa_tid2013_max": 0.2667472097608778, "iqa_kadid10k_mean": 0.3670654296875, "iqa_kadid10k_min": 0.3670654296875, "iqa_kadid10k_max": 0.3670654296875, "iqa_flive_mean": 0.6573834660077337, "iqa_flive_min": 0.6573834660077337, "iqa_flive_max": 0.6573834660077337, "iqa_spaq_mean": 0.5272318522135417, "iqa_spaq_min": 0.5272318522135417, "iqa_spaq_max": 0.5272318522135417, "iqa_clive_mean": 0.5005499714552755, "iqa_clive_min": 0.5005499714552755, "iqa_clive_max": 0.5005499714552755, "iqa_koniq10k_mean": 0.45605595906575525, "iqa_koniq10k_min": 0.45605595906575525, "iqa_koniq10k_max": 0.45605595906575525, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8888686895370483 }, { "lang": "en", "score": 0.03967931866645813 }, { "lang": "ja", "score": 0.021125786006450653 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.385876780808574, "iqa_v2_live_min": 0.385876780808574, "iqa_v2_live_max": 0.385876780808574, "iqa_v2_csiq_mean": 0.615055501461029, "iqa_v2_csiq_min": 0.615055501461029, "iqa_v2_csiq_max": 0.615055501461029, "iqa_v2_tid2013_mean": 0.2667472097608778, "iqa_v2_tid2013_min": 0.2667472097608778, "iqa_v2_tid2013_max": 0.2667472097608778, "iqa_v2_kadid10k_mean": 0.3670654296875, "iqa_v2_kadid10k_min": 0.3670654296875, "iqa_v2_kadid10k_max": 0.3670654296875, "iqa_v2_flive_mean": 0.6573834660077337, "iqa_v2_flive_min": 0.6573834660077337, "iqa_v2_flive_max": 0.6573834660077337, "iqa_v2_spaq_mean": 0.5272318522135417, "iqa_v2_spaq_min": 0.5272318522135417, "iqa_v2_spaq_max": 0.5272318522135417, "iqa_v2_clive_mean": 0.5005499714552755, "iqa_v2_clive_min": 0.5005499714552755, "iqa_v2_clive_max": 0.5005499714552755, "iqa_v2_koniq10k_mean": 0.45605595906575525, "iqa_v2_koniq10k_min": 0.45605595906575525, "iqa_v2_koniq10k_max": 0.45605595906575525, "imdecont": { "jpg": 0.36147916316986084 }, "imdecont_image_match": { "jpg": 73099 }, "imdecont_max": 0.36147916316986084, "imdecont_mean": 0.36147916316986084, "imdecont_min": 0.36147916316986084, "clip_score_clip_vitl14_224_prev_turn_only_min": 12.28125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 12.28125, "clip_score_clip_vitl14_224_prev_turn_only_max": 12.28125, "clip_score_dfn_public_prev_turn_only_min": 2.33203125, "clip_score_dfn_public_prev_turn_only_mean": 2.33203125, "clip_score_dfn_public_prev_turn_only_max": 2.33203125, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.765625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.765625, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.765625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.078125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.078125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.078125, "clip_score_clip_vitl14_224_next_turn_only_min": 20.890625, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.890625, "clip_score_clip_vitl14_224_next_turn_only_max": 20.890625, "clip_score_dfn_public_next_turn_only_min": 2.080078125, "clip_score_dfn_public_next_turn_only_mean": 2.080078125, "clip_score_dfn_public_next_turn_only_max": 2.080078125, "clip_score_siglip2_b16_224_next_turn_only_min": -7.1484375, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.1484375, "clip_score_siglip2_b16_224_next_turn_only_max": -7.1484375, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.84375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.84375, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.84375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 16.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 16.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 16.859375, "clip_score_dfn_public_prev_and_next_turn_min": 1.91796875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.91796875, "clip_score_dfn_public_prev_and_next_turn_max": 1.91796875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.734375, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5800.48 }, "im_clarity_mean": 5800.48, "im_clarity_min": 5800.48, "im_clarity_max": 5800.48, "im_luma": { "jpg": 232.64 }, "im_luma_mean": 232.64, "im_luma_min": 232.64, "im_luma_max": 232.64, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 3.0 }, "im_entropy_mean": 3.0, "im_entropy_min": 3.0, "im_entropy_max": 3.0, "unifilter_score_qwen2_5_1_5b": 2.044921875, "unifilter_score_qwen3_0_6b": -0.27978515625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8888686895370483, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.03967931866645813, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.021125786006450653, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.4606952965259552, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.25337836146354675, "text_quality_nvidia_domain_label": "Sports", "text_quality_nvidia_domain_score": 0.9986782670021057, "text_quality_nvidia_edu_nemotron4_score": 1.8779296875, "text_quality_nvidia_edu_mixtral_score": 1.193359375, "text_quality_dclmbaseline_fasttext_score": 0.996707558631897, "text_quality_dolma3_fasttext_score": 0.9999477863311768, "custom_fasttext_val_fasttext_score": 3.6716461181640625e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 6.628036499023438e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.765625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.296875, "within_sample_repetition_detection": 7.0 }, "133": { "detoxify": 1, "length_chars": 493, "length_tokens": 2540, "length_tokens_text_only": 236, "length_tokens_trainable_only": 172, "length_images": 1, "iqa_live_mean": 0.6727296848489781, "iqa_live_min": 0.6727296848489781, "iqa_live_max": 0.6727296848489781, "iqa_csiq_mean": 0.768619954586029, "iqa_csiq_min": 0.768619954586029, "iqa_csiq_max": 0.768619954586029, "iqa_tid2013_mean": 0.4388120969136556, "iqa_tid2013_min": 0.4388120969136556, "iqa_tid2013_max": 0.4388120969136556, "iqa_kadid10k_mean": 0.51873779296875, "iqa_kadid10k_min": 0.51873779296875, "iqa_kadid10k_max": 0.51873779296875, "iqa_flive_mean": 0.6496794729521781, "iqa_flive_min": 0.6496794729521781, "iqa_flive_max": 0.6496794729521781, "iqa_spaq_mean": 0.4086633547387942, "iqa_spaq_min": 0.4086633547387942, "iqa_spaq_max": 0.4086633547387942, "iqa_clive_mean": 0.3679939424148714, "iqa_clive_min": 0.3679939424148714, "iqa_clive_max": 0.3679939424148714, "iqa_koniq10k_mean": 0.5554877772475735, "iqa_koniq10k_min": 0.5554877772475735, "iqa_koniq10k_max": 0.5554877772475735, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "tl", "score": 1.65442271636319e-24 }, { "lang": "nl", "score": 1.5424197374698975e-38 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8817764520645142 }, { "lang": "ru", "score": 0.0077454508282244205 }, { "lang": "es", "score": 0.007719839457422495 } ], "digit_sequence_filter": 3, "iqa_v2_live_mean": 0.6727296848489781, "iqa_v2_live_min": 0.6727296848489781, "iqa_v2_live_max": 0.6727296848489781, "iqa_v2_csiq_mean": 0.768619954586029, "iqa_v2_csiq_min": 0.768619954586029, "iqa_v2_csiq_max": 0.768619954586029, "iqa_v2_tid2013_mean": 0.4388120969136556, "iqa_v2_tid2013_min": 0.4388120969136556, "iqa_v2_tid2013_max": 0.4388120969136556, "iqa_v2_kadid10k_mean": 0.51873779296875, "iqa_v2_kadid10k_min": 0.51873779296875, "iqa_v2_kadid10k_max": 0.51873779296875, "iqa_v2_flive_mean": 0.6496794729521781, "iqa_v2_flive_min": 0.6496794729521781, "iqa_v2_flive_max": 0.6496794729521781, "iqa_v2_spaq_mean": 0.4086633547387942, "iqa_v2_spaq_min": 0.4086633547387942, "iqa_v2_spaq_max": 0.4086633547387942, "iqa_v2_clive_mean": 0.3679939424148714, "iqa_v2_clive_min": 0.3679939424148714, "iqa_v2_clive_max": 0.3679939424148714, "iqa_v2_koniq10k_mean": 0.5554877772475735, "iqa_v2_koniq10k_min": 0.5554877772475735, "iqa_v2_koniq10k_max": 0.5554877772475735, "imdecont": { "jpg": 0.3385636806488037 }, "imdecont_image_match": { "jpg": 189137 }, "imdecont_max": 0.3385636806488037, "imdecont_mean": 0.3385636806488037, "imdecont_min": 0.3385636806488037, "clip_score_clip_vitl14_224_prev_turn_only_min": 14.1875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 14.1875, "clip_score_clip_vitl14_224_prev_turn_only_max": 14.1875, "clip_score_dfn_public_prev_turn_only_min": 1.83203125, "clip_score_dfn_public_prev_turn_only_mean": 1.83203125, "clip_score_dfn_public_prev_turn_only_max": 1.83203125, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.703125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.703125, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.703125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.15625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.15625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.15625, "clip_score_clip_vitl14_224_next_turn_only_min": 25.96875, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.96875, "clip_score_clip_vitl14_224_next_turn_only_max": 25.96875, "clip_score_dfn_public_next_turn_only_min": 2.484375, "clip_score_dfn_public_next_turn_only_mean": 2.484375, "clip_score_dfn_public_next_turn_only_max": 2.484375, "clip_score_siglip2_b16_224_next_turn_only_min": -4.1171875, "clip_score_siglip2_b16_224_next_turn_only_mean": -4.1171875, "clip_score_siglip2_b16_224_next_turn_only_max": -4.1171875, "clip_score_longclip_vitl14_224_next_turn_only_min": 19.453125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 19.453125, "clip_score_longclip_vitl14_224_next_turn_only_max": 19.453125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.078125, "clip_score_dfn_public_prev_and_next_turn_min": 1.56640625, "clip_score_dfn_public_prev_and_next_turn_mean": 1.56640625, "clip_score_dfn_public_prev_and_next_turn_max": 1.56640625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.453125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.453125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.453125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.125, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 620.05 }, "im_clarity_mean": 620.05, "im_clarity_min": 620.05, "im_clarity_max": 620.05, "im_luma": { "jpg": 19.8 }, "im_luma_mean": 19.8, "im_luma_min": 19.8, "im_luma_max": 19.8, "im_saturation": { "jpg": 40.44 }, "im_saturation_mean": 40.44, "im_saturation_min": 40.44, "im_saturation_max": 40.44, "im_entropy": { "jpg": 4.57 }, "im_entropy_mean": 4.57, "im_entropy_min": 4.57, "im_entropy_max": 4.57, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 1.65442271636319e-24, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 1.5424197374698975e-38, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8817764520645142, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0077454508282244205, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.007719839457422495, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.5741198658943176, "text_quality_weborganizer_format_label": "Creative Writing", "text_quality_weborganizer_format_score": 0.3615821599960327, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.9854486584663391, "text_quality_nvidia_edu_nemotron4_score": 1.17578125, "text_quality_nvidia_edu_mixtral_score": 0.630859375, "text_quality_dclmbaseline_fasttext_score": 0.02261340618133545, "text_quality_dolma3_fasttext_score": 7.200241088867188e-05, "custom_fasttext_val_fasttext_score": 0.004750370979309082, "custom_fasttext_core_fasttext_score": 0.00157928466796875, "custom_fasttext_val_clean_fasttext_score": 0.0020525455474853516, "custom_fasttext_core_clean_fasttext_score": 0.0017660260200500488, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.21875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.328125, "within_sample_repetition_detection": 3.0 }, "128": { "detoxify": 1, "length_chars": 385, "length_tokens": 2566, "length_tokens_text_only": 263, "length_tokens_trainable_only": 196, "length_images": 1, "iqa_live_mean": 0.2945730806601168, "iqa_live_min": 0.2945730806601168, "iqa_live_max": 0.2945730806601168, "iqa_csiq_mean": 0.514103353023529, "iqa_csiq_min": 0.514103353023529, "iqa_csiq_max": 0.514103353023529, "iqa_tid2013_mean": 0.19600068198310003, "iqa_tid2013_min": 0.19600068198310003, "iqa_tid2013_max": 0.19600068198310003, "iqa_kadid10k_mean": 0.2276611328125, "iqa_kadid10k_min": 0.2276611328125, "iqa_kadid10k_max": 0.2276611328125, "iqa_flive_mean": 0.6097390531289457, "iqa_flive_min": 0.6097390531289457, "iqa_flive_max": 0.6097390531289457, "iqa_spaq_mean": 0.5363858926175821, "iqa_spaq_min": 0.5363858926175821, "iqa_spaq_max": 0.5363858926175821, "iqa_clive_mean": 0.3870122504956795, "iqa_clive_min": 0.3870122504956795, "iqa_clive_max": 0.3870122504956795, "iqa_koniq10k_mean": 0.4736538126011088, "iqa_koniq10k_min": 0.4736538126011088, "iqa_koniq10k_max": 0.4736538126011088, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.6922240257263184 }, { "lang": "en", "score": 0.09703120589256287 }, { "lang": "ja", "score": 0.05023748800158501 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.2945730806601168, "iqa_v2_live_min": 0.2945730806601168, "iqa_v2_live_max": 0.2945730806601168, "iqa_v2_csiq_mean": 0.514103353023529, "iqa_v2_csiq_min": 0.514103353023529, "iqa_v2_csiq_max": 0.514103353023529, "iqa_v2_tid2013_mean": 0.19600068198310003, "iqa_v2_tid2013_min": 0.19600068198310003, "iqa_v2_tid2013_max": 0.19600068198310003, "iqa_v2_kadid10k_mean": 0.2276611328125, "iqa_v2_kadid10k_min": 0.2276611328125, "iqa_v2_kadid10k_max": 0.2276611328125, "iqa_v2_flive_mean": 0.6097390531289457, "iqa_v2_flive_min": 0.6097390531289457, "iqa_v2_flive_max": 0.6097390531289457, "iqa_v2_spaq_mean": 0.5363858926175821, "iqa_v2_spaq_min": 0.5363858926175821, "iqa_v2_spaq_max": 0.5363858926175821, "iqa_v2_clive_mean": 0.3870122504956795, "iqa_v2_clive_min": 0.3870122504956795, "iqa_v2_clive_max": 0.3870122504956795, "iqa_v2_koniq10k_mean": 0.4736538126011088, "iqa_v2_koniq10k_min": 0.4736538126011088, "iqa_v2_koniq10k_max": 0.4736538126011088, "imdecont": { "jpg": 0.4538177251815796 }, "imdecont_image_match": { "jpg": 215263 }, "imdecont_max": 0.4538177251815796, "imdecont_mean": 0.4538177251815796, "imdecont_min": 0.4538177251815796, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.171875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.171875, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.171875, "clip_score_dfn_public_prev_turn_only_min": 2.197265625, "clip_score_dfn_public_prev_turn_only_mean": 2.197265625, "clip_score_dfn_public_prev_turn_only_max": 2.197265625, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.6328125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.6328125, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.6328125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.34375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.34375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.34375, "clip_score_clip_vitl14_224_next_turn_only_min": 21.859375, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.859375, "clip_score_clip_vitl14_224_next_turn_only_max": 21.859375, "clip_score_dfn_public_next_turn_only_min": 2.23828125, "clip_score_dfn_public_next_turn_only_mean": 2.23828125, "clip_score_dfn_public_next_turn_only_max": 2.23828125, "clip_score_siglip2_b16_224_next_turn_only_min": -7.7734375, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.7734375, "clip_score_siglip2_b16_224_next_turn_only_max": -7.7734375, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.625, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 18.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 18.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 18.734375, "clip_score_dfn_public_prev_and_next_turn_min": 3.294921875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.294921875, "clip_score_dfn_public_prev_and_next_turn_max": 3.294921875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.4765625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.4765625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.4765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.328125, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3790.64 }, "im_clarity_mean": 3790.64, "im_clarity_min": 3790.64, "im_clarity_max": 3790.64, "im_luma": { "jpg": 234.23 }, "im_luma_mean": 234.23, "im_luma_min": 234.23, "im_luma_max": 234.23, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 2.25 }, "im_entropy_mean": 2.25, "im_entropy_min": 2.25, "im_entropy_max": 2.25, "unifilter_score_qwen2_5_1_5b": -0.2105712890625, "unifilter_score_qwen3_0_6b": -1.498046875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.6922240257263184, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.09703120589256287, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.05023748800158501, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.41426950693130493, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.27056804299354553, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9840108752250671, "text_quality_nvidia_edu_nemotron4_score": 2.08203125, "text_quality_nvidia_edu_mixtral_score": 1.712890625, "text_quality_dclmbaseline_fasttext_score": 0.9932897686958313, "text_quality_dolma3_fasttext_score": 0.9998844861984253, "custom_fasttext_val_fasttext_score": 1.4066696166992188e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 2.384185791015625e-07, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.609375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.078125, "within_sample_repetition_detection": 4.0 }, "134": { "detoxify": 1, "length_chars": 441, "length_tokens": 2635, "length_tokens_text_only": 331, "length_tokens_trainable_only": 272, "length_images": 1, "iqa_live_mean": 0.3869026646469578, "iqa_live_min": 0.3869026646469578, "iqa_live_max": 0.3869026646469578, "iqa_csiq_mean": 0.629093587398529, "iqa_csiq_min": 0.629093587398529, "iqa_csiq_max": 0.629093587398529, "iqa_tid2013_mean": 0.2645770708719889, "iqa_tid2013_min": 0.2645770708719889, "iqa_tid2013_max": 0.2645770708719889, "iqa_kadid10k_mean": 0.3468017578125, "iqa_kadid10k_min": 0.3468017578125, "iqa_kadid10k_max": 0.3468017578125, "iqa_flive_mean": 0.6519285259824811, "iqa_flive_min": 0.6519285259824811, "iqa_flive_max": 0.6519285259824811, "iqa_spaq_mean": 0.48098816534485483, "iqa_spaq_min": 0.48098816534485483, "iqa_spaq_max": 0.48098816534485483, "iqa_clive_mean": 0.4946412751168916, "iqa_clive_min": 0.4946412751168916, "iqa_clive_max": 0.4946412751168916, "iqa_koniq10k_mean": 0.4627636610859573, "iqa_koniq10k_min": 0.4627636610859573, "iqa_koniq10k_max": 0.4627636610859573, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9100286364555359 }, { "lang": "en", "score": 0.034136153757572174 }, { "lang": "ko", "score": 0.009704804047942162 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3869026646469578, "iqa_v2_live_min": 0.3869026646469578, "iqa_v2_live_max": 0.3869026646469578, "iqa_v2_csiq_mean": 0.629093587398529, "iqa_v2_csiq_min": 0.629093587398529, "iqa_v2_csiq_max": 0.629093587398529, "iqa_v2_tid2013_mean": 0.2645770708719889, "iqa_v2_tid2013_min": 0.2645770708719889, "iqa_v2_tid2013_max": 0.2645770708719889, "iqa_v2_kadid10k_mean": 0.3468017578125, "iqa_v2_kadid10k_min": 0.3468017578125, "iqa_v2_kadid10k_max": 0.3468017578125, "iqa_v2_flive_mean": 0.6519285259824811, "iqa_v2_flive_min": 0.6519285259824811, "iqa_v2_flive_max": 0.6519285259824811, "iqa_v2_spaq_mean": 0.48098816534485483, "iqa_v2_spaq_min": 0.48098816534485483, "iqa_v2_spaq_max": 0.48098816534485483, "iqa_v2_clive_mean": 0.4946412751168916, "iqa_v2_clive_min": 0.4946412751168916, "iqa_v2_clive_max": 0.4946412751168916, "iqa_v2_koniq10k_mean": 0.4627636610859573, "iqa_v2_koniq10k_min": 0.4627636610859573, "iqa_v2_koniq10k_max": 0.4627636610859573, "imdecont": { "jpg": 0.39537763595581055 }, "imdecont_image_match": { "jpg": 215241 }, "imdecont_max": 0.39537763595581055, "imdecont_mean": 0.39537763595581055, "imdecont_min": 0.39537763595581055, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.15625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.15625, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.15625, "clip_score_dfn_public_prev_turn_only_min": 2.197265625, "clip_score_dfn_public_prev_turn_only_mean": 2.197265625, "clip_score_dfn_public_prev_turn_only_max": 2.197265625, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.171875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.171875, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.171875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.515625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.515625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.515625, "clip_score_clip_vitl14_224_next_turn_only_min": 30.03125, "clip_score_clip_vitl14_224_next_turn_only_mean": 30.03125, "clip_score_clip_vitl14_224_next_turn_only_max": 30.03125, "clip_score_dfn_public_next_turn_only_min": 3.77734375, "clip_score_dfn_public_next_turn_only_mean": 3.77734375, "clip_score_dfn_public_next_turn_only_max": 3.77734375, "clip_score_siglip2_b16_224_next_turn_only_min": -4.546875, "clip_score_siglip2_b16_224_next_turn_only_mean": -4.546875, "clip_score_siglip2_b16_224_next_turn_only_max": -4.546875, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.984375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.984375, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.90625, "clip_score_dfn_public_prev_and_next_turn_min": 3.08984375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.08984375, "clip_score_dfn_public_prev_and_next_turn_max": 3.08984375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.4375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.4375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.96875, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5200.75 }, "im_clarity_mean": 5200.75, "im_clarity_min": 5200.75, "im_clarity_max": 5200.75, "im_luma": { "jpg": 234.36 }, "im_luma_mean": 234.36, "im_luma_min": 234.36, "im_luma_max": 234.36, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 2.84 }, "im_entropy_mean": 2.84, "im_entropy_min": 2.84, "im_entropy_max": 2.84, "unifilter_score_qwen2_5_1_5b": -0.054534912109375, "unifilter_score_qwen3_0_6b": 0.1201171875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9100286364555359, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.034136153757572174, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.009704804047942162, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.7992333769798279, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.28789517283439636, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.843639612197876, "text_quality_nvidia_edu_nemotron4_score": 0.97607421875, "text_quality_nvidia_edu_mixtral_score": 0.53173828125, "text_quality_dclmbaseline_fasttext_score": 0.43540138006210327, "text_quality_dolma3_fasttext_score": 0.04067128896713257, "custom_fasttext_val_fasttext_score": 4.744529724121094e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0, "custom_fasttext_core_clean_fasttext_score": 0.00010502338409423828, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.15625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.671875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.484375, "within_sample_repetition_detection": 4.0 }, "121": { "detoxify": 1, "length_chars": 490, "length_tokens": 1148, "length_tokens_text_only": 380, "length_tokens_trainable_only": 317, "length_images": 1, "iqa_live_mean": 0.4413928792934224, "iqa_live_min": 0.4413928792934224, "iqa_live_max": 0.4413928792934224, "iqa_csiq_mean": 0.637150228023529, "iqa_csiq_min": 0.637150228023529, "iqa_csiq_max": 0.637150228023529, "iqa_tid2013_mean": 0.31156057781643337, "iqa_tid2013_min": 0.31156057781643337, "iqa_tid2013_max": 0.31156057781643337, "iqa_kadid10k_mean": 0.2572021484375, "iqa_kadid10k_min": 0.2572021484375, "iqa_kadid10k_max": 0.2572021484375, "iqa_flive_mean": 0.6200768056541983, "iqa_flive_min": 0.6200768056541983, "iqa_flive_max": 0.6200768056541983, "iqa_spaq_mean": 0.47867006244081445, "iqa_spaq_min": 0.47867006244081445, "iqa_spaq_max": 0.47867006244081445, "iqa_clive_mean": 0.2912104828189118, "iqa_clive_min": 0.2912104828189118, "iqa_clive_max": 0.2912104828189118, "iqa_koniq10k_mean": 0.44058878734858353, "iqa_koniq10k_min": 0.44058878734858353, "iqa_koniq10k_max": 0.44058878734858353, "zero_sequence_filter": 3, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.855518102645874 }, { "lang": "en", "score": 0.053094152361154556 }, { "lang": "ko", "score": 0.019262533634901047 } ], "digit_sequence_filter": 3, "iqa_v2_live_mean": 0.4413928792934224, "iqa_v2_live_min": 0.4413928792934224, "iqa_v2_live_max": 0.4413928792934224, "iqa_v2_csiq_mean": 0.637150228023529, "iqa_v2_csiq_min": 0.637150228023529, "iqa_v2_csiq_max": 0.637150228023529, "iqa_v2_tid2013_mean": 0.31156057781643337, "iqa_v2_tid2013_min": 0.31156057781643337, "iqa_v2_tid2013_max": 0.31156057781643337, "iqa_v2_kadid10k_mean": 0.2572021484375, "iqa_v2_kadid10k_min": 0.2572021484375, "iqa_v2_kadid10k_max": 0.2572021484375, "iqa_v2_flive_mean": 0.6200768056541983, "iqa_v2_flive_min": 0.6200768056541983, "iqa_v2_flive_max": 0.6200768056541983, "iqa_v2_spaq_mean": 0.47867006244081445, "iqa_v2_spaq_min": 0.47867006244081445, "iqa_v2_spaq_max": 0.47867006244081445, "iqa_v2_clive_mean": 0.2912104828189118, "iqa_v2_clive_min": 0.2912104828189118, "iqa_v2_clive_max": 0.2912104828189118, "iqa_v2_koniq10k_mean": 0.44058878734858353, "iqa_v2_koniq10k_min": 0.44058878734858353, "iqa_v2_koniq10k_max": 0.44058878734858353, "imdecont": { "jpg": 0.40900909900665283 }, "imdecont_image_match": { "jpg": 158002 }, "imdecont_max": 0.40900909900665283, "imdecont_mean": 0.40900909900665283, "imdecont_min": 0.40900909900665283, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.640625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.640625, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.640625, "clip_score_dfn_public_prev_turn_only_min": 3.0625, "clip_score_dfn_public_prev_turn_only_mean": 3.0625, "clip_score_dfn_public_prev_turn_only_max": 3.0625, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.578125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.578125, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.578125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.28125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.28125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.28125, "clip_score_clip_vitl14_224_next_turn_only_min": 21.40625, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.40625, "clip_score_clip_vitl14_224_next_turn_only_max": 21.40625, "clip_score_dfn_public_next_turn_only_min": 2.416015625, "clip_score_dfn_public_next_turn_only_mean": 2.416015625, "clip_score_dfn_public_next_turn_only_max": 2.416015625, "clip_score_siglip2_b16_224_next_turn_only_min": -5.015625, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.015625, "clip_score_siglip2_b16_224_next_turn_only_max": -5.015625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.1875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.1875, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.515625, "clip_score_dfn_public_prev_and_next_turn_min": 2.2734375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.2734375, "clip_score_dfn_public_prev_and_next_turn_max": 2.2734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.9375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.9375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.75, "im_height": { "jpg": 960 }, "im_height_mean": 960.0, "im_height_min": 960, "im_height_max": 960, "im_width": { "jpg": 540 }, "im_width_mean": 540.0, "im_width_min": 540, "im_width_max": 540, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 1518.75 }, "im_kilobytes_mean": 1518.75, "im_kilobytes_min": 1518.75, "im_kilobytes_max": 1518.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 6214.6 }, "im_clarity_mean": 6214.6, "im_clarity_min": 6214.6, "im_clarity_max": 6214.6, "im_luma": { "jpg": 236.59 }, "im_luma_mean": 236.59, "im_luma_min": 236.59, "im_luma_max": 236.59, "im_saturation": { "jpg": 0.77 }, "im_saturation_mean": 0.77, "im_saturation_min": 0.77, "im_saturation_max": 0.77, "im_entropy": { "jpg": 2.5 }, "im_entropy_mean": 2.5, "im_entropy_min": 2.5, "im_entropy_max": 2.5, "unifilter_score_qwen2_5_1_5b": 2.48046875, "unifilter_score_qwen3_0_6b": -4.31640625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.855518102645874, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.053094152361154556, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.019262533634901047, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.30398789048194885, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.6610940098762512, "text_quality_nvidia_domain_label": "Travel_and_Transportation", "text_quality_nvidia_domain_score": 0.9954614043235779, "text_quality_nvidia_edu_nemotron4_score": 1.7490234375, "text_quality_nvidia_edu_mixtral_score": 1.294921875, "text_quality_dclmbaseline_fasttext_score": 0.9551618099212646, "text_quality_dolma3_fasttext_score": 0.9987429976463318, "custom_fasttext_val_fasttext_score": 0.00012028217315673828, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00043648481369018555, "custom_fasttext_core_clean_fasttext_score": 4.649162292480469e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.84375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.90625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0625, "within_sample_repetition_detection": 4.0 }, "142": { "detoxify": 1, "length_chars": 580, "length_tokens": 2737, "length_tokens_text_only": 434, "length_tokens_trainable_only": 370, "length_images": 1, "iqa_live_mean": 0.4296741292934224, "iqa_live_min": 0.4296741292934224, "iqa_live_max": 0.4296741292934224, "iqa_csiq_mean": 0.646061360836029, "iqa_csiq_min": 0.646061360836029, "iqa_csiq_max": 0.646061360836029, "iqa_tid2013_mean": 0.3028800222608778, "iqa_tid2013_min": 0.3028800222608778, "iqa_tid2013_max": 0.3028800222608778, "iqa_kadid10k_mean": 0.2430419921875, "iqa_kadid10k_min": 0.2430419921875, "iqa_kadid10k_max": 0.2430419921875, "iqa_flive_mean": 0.6412968491062974, "iqa_flive_min": 0.6412968491062974, "iqa_flive_max": 0.6412968491062974, "iqa_spaq_mean": 0.4371119027185922, "iqa_spaq_min": 0.4371119027185922, "iqa_spaq_max": 0.4371119027185922, "iqa_clive_mean": 0.4281265181724472, "iqa_clive_min": 0.4281265181724472, "iqa_clive_max": 0.4281265181724472, "iqa_koniq10k_mean": 0.47152313078292696, "iqa_koniq10k_min": 0.47152313078292696, "iqa_koniq10k_max": 0.47152313078292696, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8918997049331665 }, { "lang": "en", "score": 0.03568044304847717 }, { "lang": "ko", "score": 0.01552201621234417 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4296741292934224, "iqa_v2_live_min": 0.4296741292934224, "iqa_v2_live_max": 0.4296741292934224, "iqa_v2_csiq_mean": 0.646061360836029, "iqa_v2_csiq_min": 0.646061360836029, "iqa_v2_csiq_max": 0.646061360836029, "iqa_v2_tid2013_mean": 0.3028800222608778, "iqa_v2_tid2013_min": 0.3028800222608778, "iqa_v2_tid2013_max": 0.3028800222608778, "iqa_v2_kadid10k_mean": 0.2430419921875, "iqa_v2_kadid10k_min": 0.2430419921875, "iqa_v2_kadid10k_max": 0.2430419921875, "iqa_v2_flive_mean": 0.6412968491062974, "iqa_v2_flive_min": 0.6412968491062974, "iqa_v2_flive_max": 0.6412968491062974, "iqa_v2_spaq_mean": 0.4371119027185922, "iqa_v2_spaq_min": 0.4371119027185922, "iqa_v2_spaq_max": 0.4371119027185922, "iqa_v2_clive_mean": 0.4281265181724472, "iqa_v2_clive_min": 0.4281265181724472, "iqa_v2_clive_max": 0.4281265181724472, "iqa_v2_koniq10k_mean": 0.47152313078292696, "iqa_v2_koniq10k_min": 0.47152313078292696, "iqa_v2_koniq10k_max": 0.47152313078292696, "imdecont": { "jpg": 0.4013324975967407 }, "imdecont_image_match": { "jpg": 189427 }, "imdecont_max": 0.4013324975967407, "imdecont_mean": 0.4013324975967407, "imdecont_min": 0.4013324975967407, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.5, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.5, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.5, "clip_score_dfn_public_prev_turn_only_min": 2.708984375, "clip_score_dfn_public_prev_turn_only_mean": 2.708984375, "clip_score_dfn_public_prev_turn_only_max": 2.708984375, "clip_score_siglip2_b16_224_prev_turn_only_min": -6.9453125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -6.9453125, "clip_score_siglip2_b16_224_prev_turn_only_max": -6.9453125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.34375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.34375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.34375, "clip_score_clip_vitl14_224_next_turn_only_min": 26.59375, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.59375, "clip_score_clip_vitl14_224_next_turn_only_max": 26.59375, "clip_score_dfn_public_next_turn_only_min": 3.056640625, "clip_score_dfn_public_next_turn_only_mean": 3.056640625, "clip_score_dfn_public_next_turn_only_max": 3.056640625, "clip_score_siglip2_b16_224_next_turn_only_min": -8.0, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.0, "clip_score_siglip2_b16_224_next_turn_only_max": -8.0, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.234375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.234375, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.234375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.375, "clip_score_dfn_public_prev_and_next_turn_min": 3.302734375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.302734375, "clip_score_dfn_public_prev_and_next_turn_max": 3.302734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -10.90625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -10.90625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -10.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.53125, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 6294.62 }, "im_clarity_mean": 6294.62, "im_clarity_min": 6294.62, "im_clarity_max": 6294.62, "im_luma": { "jpg": 232.99 }, "im_luma_mean": 232.99, "im_luma_min": 232.99, "im_luma_max": 232.99, "im_saturation": { "jpg": 1.1 }, "im_saturation_mean": 1.1, "im_saturation_min": 1.1, "im_saturation_max": 1.1, "im_entropy": { "jpg": 3.49 }, "im_entropy_mean": 3.49, "im_entropy_min": 3.49, "im_entropy_max": 3.49, "unifilter_score_qwen2_5_1_5b": -0.95458984375, "unifilter_score_qwen3_0_6b": 0.9951171875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8918997049331665, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.03568044304847717, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.01552201621234417, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.475575715303421, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.2916771173477173, "text_quality_nvidia_domain_label": "Jobs_and_Education", "text_quality_nvidia_domain_score": 0.3861413896083832, "text_quality_nvidia_edu_nemotron4_score": 1.443359375, "text_quality_nvidia_edu_mixtral_score": 1.01171875, "text_quality_dclmbaseline_fasttext_score": 0.7090353965759277, "text_quality_dolma3_fasttext_score": 0.9999979734420776, "custom_fasttext_val_fasttext_score": 8.356571197509766e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0011100172996520996, "custom_fasttext_core_clean_fasttext_score": 3.337860107421875e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.953125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.140625, "within_sample_repetition_detection": 4.0 }, "127": { "detoxify": 1, "length_chars": 419, "length_tokens": 2602, "length_tokens_text_only": 298, "length_tokens_trainable_only": 227, "length_images": 1, "iqa_live_mean": 0.3146172725793086, "iqa_live_min": 0.3146172725793086, "iqa_live_max": 0.3146172725793086, "iqa_csiq_mean": 0.517826497554779, "iqa_csiq_min": 0.517826497554779, "iqa_csiq_max": 0.517826497554779, "iqa_tid2013_mean": 0.2730406125386556, "iqa_tid2013_min": 0.2730406125386556, "iqa_tid2013_max": 0.2730406125386556, "iqa_kadid10k_mean": 0.2957763671875, "iqa_kadid10k_min": 0.2957763671875, "iqa_kadid10k_max": 0.2957763671875, "iqa_flive_mean": 0.5881363069168245, "iqa_flive_min": 0.5881363069168245, "iqa_flive_max": 0.5881363069168245, "iqa_spaq_mean": 0.5352810946377842, "iqa_spaq_min": 0.5352810946377842, "iqa_spaq_max": 0.5352810946377842, "iqa_clive_mean": 0.40255833635426536, "iqa_clive_min": 0.40255833635426536, "iqa_clive_max": 0.40255833635426536, "iqa_koniq10k_mean": 0.46560457017686635, "iqa_koniq10k_min": 0.46560457017686635, "iqa_koniq10k_max": 0.46560457017686635, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8905256986618042 }, { "lang": "en", "score": 0.036459751427173615 }, { "lang": "ta", "score": 0.010854446329176426 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3146172725793086, "iqa_v2_live_min": 0.3146172725793086, "iqa_v2_live_max": 0.3146172725793086, "iqa_v2_csiq_mean": 0.517826497554779, "iqa_v2_csiq_min": 0.517826497554779, "iqa_v2_csiq_max": 0.517826497554779, "iqa_v2_tid2013_mean": 0.2730406125386556, "iqa_v2_tid2013_min": 0.2730406125386556, "iqa_v2_tid2013_max": 0.2730406125386556, "iqa_v2_kadid10k_mean": 0.2957763671875, "iqa_v2_kadid10k_min": 0.2957763671875, "iqa_v2_kadid10k_max": 0.2957763671875, "iqa_v2_flive_mean": 0.5881363069168245, "iqa_v2_flive_min": 0.5881363069168245, "iqa_v2_flive_max": 0.5881363069168245, "iqa_v2_spaq_mean": 0.5352810946377842, "iqa_v2_spaq_min": 0.5352810946377842, "iqa_v2_spaq_max": 0.5352810946377842, "iqa_v2_clive_mean": 0.40255833635426536, "iqa_v2_clive_min": 0.40255833635426536, "iqa_v2_clive_max": 0.40255833635426536, "iqa_v2_koniq10k_mean": 0.46560457017686635, "iqa_v2_koniq10k_min": 0.46560457017686635, "iqa_v2_koniq10k_max": 0.46560457017686635, "imdecont": { "jpg": 0.40962517261505127 }, "imdecont_image_match": { "jpg": 189559 }, "imdecont_max": 0.40962517261505127, "imdecont_mean": 0.40962517261505127, "imdecont_min": 0.40962517261505127, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.65625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.65625, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.65625, "clip_score_dfn_public_prev_turn_only_min": 1.8603515625, "clip_score_dfn_public_prev_turn_only_mean": 1.8603515625, "clip_score_dfn_public_prev_turn_only_max": 1.8603515625, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.359375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.359375, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.359375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.03125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.03125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.03125, "clip_score_clip_vitl14_224_next_turn_only_min": 25.390625, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.390625, "clip_score_clip_vitl14_224_next_turn_only_max": 25.390625, "clip_score_dfn_public_next_turn_only_min": 2.740234375, "clip_score_dfn_public_next_turn_only_mean": 2.740234375, "clip_score_dfn_public_next_turn_only_max": 2.740234375, "clip_score_siglip2_b16_224_next_turn_only_min": -11.1171875, "clip_score_siglip2_b16_224_next_turn_only_mean": -11.1171875, "clip_score_siglip2_b16_224_next_turn_only_max": -11.1171875, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.34375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.34375, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.625, "clip_score_dfn_public_prev_and_next_turn_min": 3.595703125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.595703125, "clip_score_dfn_public_prev_and_next_turn_max": 3.595703125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -8.890625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -8.890625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -8.890625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.296875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2748.66 }, "im_clarity_mean": 2748.66, "im_clarity_min": 2748.66, "im_clarity_max": 2748.66, "im_luma": { "jpg": 224.71 }, "im_luma_mean": 224.71, "im_luma_min": 224.71, "im_luma_max": 224.71, "im_saturation": { "jpg": 0.24 }, "im_saturation_mean": 0.24, "im_saturation_min": 0.24, "im_saturation_max": 0.24, "im_entropy": { "jpg": 2.88 }, "im_entropy_mean": 2.88, "im_entropy_min": 2.88, "im_entropy_max": 2.88, "unifilter_score_qwen2_5_1_5b": 4.61328125, "unifilter_score_qwen3_0_6b": 1.630859375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8905256986618042, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.036459751427173615, "language_detection_annotation_nllb_2_lan": "ta", "language_detection_annotation_nllb_2_score": 0.010854446329176426, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.31620097160339355, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.5230202674865723, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.8570626974105835, "text_quality_nvidia_edu_nemotron4_score": 2.49609375, "text_quality_nvidia_edu_mixtral_score": 2.224609375, "text_quality_dclmbaseline_fasttext_score": 0.9933443069458008, "text_quality_dolma3_fasttext_score": 0.6293666958808899, "custom_fasttext_val_fasttext_score": 0.00033915042877197266, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 4.6253204345703125e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.21875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.71875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.5, "within_sample_repetition_detection": 4.0 }, "137": { "detoxify": 1, "length_chars": 309, "length_tokens": 2559, "length_tokens_text_only": 255, "length_tokens_trainable_only": 196, "length_images": 1, "iqa_live_mean": 0.29615136348839954, "iqa_live_min": 0.29615136348839954, "iqa_live_max": 0.29615136348839954, "iqa_csiq_mean": 0.507389485836029, "iqa_csiq_min": 0.507389485836029, "iqa_csiq_max": 0.507389485836029, "iqa_tid2013_mean": 0.20055797364976669, "iqa_tid2013_min": 0.20055797364976669, "iqa_tid2013_max": 0.20055797364976669, "iqa_kadid10k_mean": 0.2362060546875, "iqa_kadid10k_min": 0.2362060546875, "iqa_kadid10k_max": 0.2362060546875, "iqa_flive_mean": 0.5948440089370266, "iqa_flive_min": 0.5948440089370266, "iqa_flive_max": 0.5948440089370266, "iqa_spaq_mean": 0.5173083989307135, "iqa_spaq_min": 0.5173083989307135, "iqa_spaq_max": 0.5173083989307135, "iqa_clive_mean": 0.3650741191825482, "iqa_clive_min": 0.3650741191825482, "iqa_clive_max": 0.3650741191825482, "iqa_koniq10k_mean": 0.4611064641162603, "iqa_koniq10k_min": 0.4611064641162603, "iqa_koniq10k_max": 0.4611064641162603, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9378366470336914 }, { "lang": "en", "score": 0.022504832595586777 }, { "lang": "ko", "score": 0.008203522302210331 } ], "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": 0.507389485836029, "iqa_v2_csiq_min": 0.507389485836029, "iqa_v2_csiq_max": 0.507389485836029, "iqa_v2_tid2013_mean": 0.20055797364976669, "iqa_v2_tid2013_min": 0.20055797364976669, "iqa_v2_tid2013_max": 0.20055797364976669, "iqa_v2_kadid10k_mean": 0.2362060546875, "iqa_v2_kadid10k_min": 0.2362060546875, "iqa_v2_kadid10k_max": 0.2362060546875, "iqa_v2_flive_mean": 0.5948440089370266, "iqa_v2_flive_min": 0.5948440089370266, "iqa_v2_flive_max": 0.5948440089370266, "iqa_v2_spaq_mean": 0.5173083989307135, "iqa_v2_spaq_min": 0.5173083989307135, "iqa_v2_spaq_max": 0.5173083989307135, "iqa_v2_clive_mean": 0.3650741191825482, "iqa_v2_clive_min": 0.3650741191825482, "iqa_v2_clive_max": 0.3650741191825482, "iqa_v2_koniq10k_mean": 0.4611064641162603, "iqa_v2_koniq10k_min": 0.4611064641162603, "iqa_v2_koniq10k_max": 0.4611064641162603, "imdecont": { "jpg": 0.43262940645217896 }, "imdecont_image_match": { "jpg": 215263 }, "imdecont_max": 0.43262940645217896, "imdecont_mean": 0.43262940645217896, "imdecont_min": 0.43262940645217896, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.75, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.75, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.75, "clip_score_dfn_public_prev_turn_only_min": 2.130859375, "clip_score_dfn_public_prev_turn_only_mean": 2.130859375, "clip_score_dfn_public_prev_turn_only_max": 2.130859375, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.234375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.234375, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.234375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.390625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.390625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.390625, "clip_score_clip_vitl14_224_next_turn_only_min": 20.984375, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.984375, "clip_score_clip_vitl14_224_next_turn_only_max": 20.984375, "clip_score_dfn_public_next_turn_only_min": 3.5390625, "clip_score_dfn_public_next_turn_only_mean": 3.5390625, "clip_score_dfn_public_next_turn_only_max": 3.5390625, "clip_score_siglip2_b16_224_next_turn_only_min": -8.1640625, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.1640625, "clip_score_siglip2_b16_224_next_turn_only_max": -8.1640625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.21875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.21875, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 19.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 19.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 19.703125, "clip_score_dfn_public_prev_and_next_turn_min": 2.962890625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.962890625, "clip_score_dfn_public_prev_and_next_turn_max": 2.962890625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.2109375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.2109375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.2109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.796875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3138.53 }, "im_clarity_mean": 3138.53, "im_clarity_min": 3138.53, "im_clarity_max": 3138.53, "im_luma": { "jpg": 237.2 }, "im_luma_mean": 237.2, "im_luma_min": 237.2, "im_luma_max": 237.2, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 2.0 }, "im_entropy_mean": 2.0, "im_entropy_min": 2.0, "im_entropy_max": 2.0, "unifilter_score_qwen2_5_1_5b": 1.8837890625, "unifilter_score_qwen3_0_6b": 0.031494140625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9378366470336914, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.022504832595586777, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.008203522302210331, "text_quality_weborganizer_topic_label": "Travel", "text_quality_weborganizer_topic_score": 0.5622406601905823, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.3285447955131531, "text_quality_nvidia_domain_label": "Travel_and_Transportation", "text_quality_nvidia_domain_score": 0.9999845027923584, "text_quality_nvidia_edu_nemotron4_score": 0.338134765625, "text_quality_nvidia_edu_mixtral_score": 0.07647705078125, "text_quality_dclmbaseline_fasttext_score": 0.3746563196182251, "text_quality_dolma3_fasttext_score": 0.007975459098815918, "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": 3.6954879760742188e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.8125, "within_sample_repetition_detection": 4.0 }, "132": { "detoxify": 1, "length_chars": 335, "length_tokens": 2551, "length_tokens_text_only": 247, "length_tokens_trainable_only": 183, "length_images": 1, "iqa_live_mean": 0.30214883823587435, "iqa_live_min": 0.30214883823587435, "iqa_live_max": 0.30214883823587435, "iqa_csiq_mean": 0.520878255367279, "iqa_csiq_min": 0.520878255367279, "iqa_csiq_max": 0.520878255367279, "iqa_tid2013_mean": 0.21965519587198892, "iqa_tid2013_min": 0.21965519587198892, "iqa_tid2013_max": 0.21965519587198892, "iqa_kadid10k_mean": 0.2354736328125, "iqa_kadid10k_min": 0.2354736328125, "iqa_kadid10k_max": 0.2354736328125, "iqa_flive_mean": 0.6015122538865215, "iqa_flive_min": 0.6015122538865215, "iqa_flive_max": 0.6015122538865215, "iqa_spaq_mean": 0.5349259810014205, "iqa_spaq_min": 0.5349259810014205, "iqa_spaq_max": 0.5349259810014205, "iqa_clive_mean": 0.3382433111017401, "iqa_clive_min": 0.3382433111017401, "iqa_clive_max": 0.3382433111017401, "iqa_koniq10k_mean": 0.47112856007585624, "iqa_koniq10k_min": 0.47112856007585624, "iqa_koniq10k_max": 0.47112856007585624, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9320811629295349 }, { "lang": "ja", "score": 0.02750907465815544 }, { "lang": "en", "score": 0.012285157106816769 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.30214883823587435, "iqa_v2_live_min": 0.30214883823587435, "iqa_v2_live_max": 0.30214883823587435, "iqa_v2_csiq_mean": 0.520878255367279, "iqa_v2_csiq_min": 0.520878255367279, "iqa_v2_csiq_max": 0.520878255367279, "iqa_v2_tid2013_mean": 0.21965519587198892, "iqa_v2_tid2013_min": 0.21965519587198892, "iqa_v2_tid2013_max": 0.21965519587198892, "iqa_v2_kadid10k_mean": 0.2354736328125, "iqa_v2_kadid10k_min": 0.2354736328125, "iqa_v2_kadid10k_max": 0.2354736328125, "iqa_v2_flive_mean": 0.6015122538865215, "iqa_v2_flive_min": 0.6015122538865215, "iqa_v2_flive_max": 0.6015122538865215, "iqa_v2_spaq_mean": 0.5349259810014205, "iqa_v2_spaq_min": 0.5349259810014205, "iqa_v2_spaq_max": 0.5349259810014205, "iqa_v2_clive_mean": 0.3382433111017401, "iqa_v2_clive_min": 0.3382433111017401, "iqa_v2_clive_max": 0.3382433111017401, "iqa_v2_koniq10k_mean": 0.47112856007585624, "iqa_v2_koniq10k_min": 0.47112856007585624, "iqa_v2_koniq10k_max": 0.47112856007585624, "imdecont": { "jpg": 0.3902435898780823 }, "imdecont_image_match": { "jpg": 105021 }, "imdecont_max": 0.3902435898780823, "imdecont_mean": 0.3902435898780823, "imdecont_min": 0.3902435898780823, "clip_score_clip_vitl14_224_prev_turn_only_min": 14.390625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 14.390625, "clip_score_clip_vitl14_224_prev_turn_only_max": 14.390625, "clip_score_dfn_public_prev_turn_only_min": 1.8271484375, "clip_score_dfn_public_prev_turn_only_mean": 1.8271484375, "clip_score_dfn_public_prev_turn_only_max": 1.8271484375, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.1953125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.1953125, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.1953125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.46875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.46875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.46875, "clip_score_clip_vitl14_224_next_turn_only_min": 25.921875, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.921875, "clip_score_clip_vitl14_224_next_turn_only_max": 25.921875, "clip_score_dfn_public_next_turn_only_min": 2.3203125, "clip_score_dfn_public_next_turn_only_mean": 2.3203125, "clip_score_dfn_public_next_turn_only_max": 2.3203125, "clip_score_siglip2_b16_224_next_turn_only_min": -2.515625, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.515625, "clip_score_siglip2_b16_224_next_turn_only_max": -2.515625, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.484375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.484375, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.34375, "clip_score_dfn_public_prev_and_next_turn_min": 3.814453125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.814453125, "clip_score_dfn_public_prev_and_next_turn_max": 3.814453125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.0546875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.0546875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.0546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.203125, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3260.93 }, "im_clarity_mean": 3260.93, "im_clarity_min": 3260.93, "im_clarity_max": 3260.93, "im_luma": { "jpg": 237.19 }, "im_luma_mean": 237.19, "im_luma_min": 237.19, "im_luma_max": 237.19, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 2.0 }, "im_entropy_mean": 2.0, "im_entropy_min": 2.0, "im_entropy_max": 2.0, "unifilter_score_qwen2_5_1_5b": -0.38134765625, "unifilter_score_qwen3_0_6b": -0.69482421875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9320811629295349, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.02750907465815544, "language_detection_annotation_nllb_2_lan": "en", "language_detection_annotation_nllb_2_score": 0.012285157106816769, "text_quality_weborganizer_topic_label": "Finance & Business", "text_quality_weborganizer_topic_score": 0.24831269681453705, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.6290839910507202, "text_quality_nvidia_domain_label": "Finance", "text_quality_nvidia_domain_score": 0.9847058653831482, "text_quality_nvidia_edu_nemotron4_score": 1.494140625, "text_quality_nvidia_edu_mixtral_score": 0.73388671875, "text_quality_dclmbaseline_fasttext_score": 0.9855449199676514, "text_quality_dolma3_fasttext_score": 0.9999076128005981, "custom_fasttext_val_fasttext_score": 6.079673767089844e-06, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 8.809566497802734e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.0625, "within_sample_repetition_detection": 4.0 }, "138": { "detoxify": 1, "length_chars": 270, "length_tokens": 973, "length_tokens_text_only": 205, "length_tokens_trainable_only": 140, "length_images": 1, "iqa_live_mean": 0.7445415535358467, "iqa_live_min": 0.7445415535358467, "iqa_live_max": 0.7445415535358467, "iqa_csiq_mean": 0.797184407711029, "iqa_csiq_min": 0.797184407711029, "iqa_csiq_max": 0.797184407711029, "iqa_tid2013_mean": 0.5204364458719889, "iqa_tid2013_min": 0.5204364458719889, "iqa_tid2013_max": 0.5204364458719889, "iqa_kadid10k_mean": 0.595245361328125, "iqa_kadid10k_min": 0.595245361328125, "iqa_kadid10k_max": 0.595245361328125, "iqa_flive_mean": 0.7120315089370266, "iqa_flive_min": 0.7120315089370266, "iqa_flive_max": 0.7120315089370266, "iqa_spaq_mean": 0.5561933421125316, "iqa_spaq_min": 0.5561933421125316, "iqa_spaq_max": 0.5561933421125316, "iqa_clive_mean": 0.4601262025158815, "iqa_clive_min": 0.4601262025158815, "iqa_clive_max": 0.4601262025158815, "iqa_koniq10k_mean": 0.6468703144728536, "iqa_koniq10k_min": 0.6468703144728536, "iqa_koniq10k_max": 0.6468703144728536, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8430157899856567 }, { "lang": "en", "score": 0.10864246636629105 }, { "lang": "ko", "score": 0.010057796724140644 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.7445415535358467, "iqa_v2_live_min": 0.7445415535358467, "iqa_v2_live_max": 0.7445415535358467, "iqa_v2_csiq_mean": 0.797184407711029, "iqa_v2_csiq_min": 0.797184407711029, "iqa_v2_csiq_max": 0.797184407711029, "iqa_v2_tid2013_mean": 0.5204364458719889, "iqa_v2_tid2013_min": 0.5204364458719889, "iqa_v2_tid2013_max": 0.5204364458719889, "iqa_v2_kadid10k_mean": 0.595245361328125, "iqa_v2_kadid10k_min": 0.595245361328125, "iqa_v2_kadid10k_max": 0.595245361328125, "iqa_v2_flive_mean": 0.7120315089370266, "iqa_v2_flive_min": 0.7120315089370266, "iqa_v2_flive_max": 0.7120315089370266, "iqa_v2_spaq_mean": 0.5561933421125316, "iqa_v2_spaq_min": 0.5561933421125316, "iqa_v2_spaq_max": 0.5561933421125316, "iqa_v2_clive_mean": 0.46010647398052795, "iqa_v2_clive_min": 0.46010647398052795, "iqa_v2_clive_max": 0.46010647398052795, "iqa_v2_koniq10k_mean": 0.6468703144728536, "iqa_v2_koniq10k_min": 0.6468703144728536, "iqa_v2_koniq10k_max": 0.6468703144728536, "imdecont": { "jpg": 0.31978392601013184 }, "imdecont_image_match": { "jpg": 105001 }, "imdecont_max": 0.31978392601013184, "imdecont_mean": 0.31978392601013184, "imdecont_min": 0.31978392601013184, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.1875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.1875, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.1875, "clip_score_dfn_public_prev_turn_only_min": 0.74169921875, "clip_score_dfn_public_prev_turn_only_mean": 0.74169921875, "clip_score_dfn_public_prev_turn_only_max": 0.74169921875, "clip_score_siglip2_b16_224_prev_turn_only_min": -4.0546875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -4.0546875, "clip_score_siglip2_b16_224_prev_turn_only_max": -4.0546875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.25, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.25, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.25, "clip_score_clip_vitl14_224_next_turn_only_min": 24.328125, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.328125, "clip_score_clip_vitl14_224_next_turn_only_max": 24.328125, "clip_score_dfn_public_next_turn_only_min": 0.44384765625, "clip_score_dfn_public_next_turn_only_mean": 0.44384765625, "clip_score_dfn_public_next_turn_only_max": 0.44384765625, "clip_score_siglip2_b16_224_next_turn_only_min": -5.9296875, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.9296875, "clip_score_siglip2_b16_224_next_turn_only_max": -5.9296875, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.078125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.078125, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.03125, "clip_score_dfn_public_prev_and_next_turn_min": 1.4990234375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.4990234375, "clip_score_dfn_public_prev_and_next_turn_max": 1.4990234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.4765625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.4765625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.4765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.078125, "im_height": { "jpg": 854 }, "im_height_mean": 854.0, "im_height_min": 854, "im_height_max": 854, "im_width": { "jpg": 480 }, "im_width_mean": 480.0, "im_width_min": 480, "im_width_max": 480, "im_ar": { "jpg": 0.5621 }, "im_ar_mean": 0.5621, "im_ar_min": 0.5621, "im_ar_max": 0.5621, "im_kilobytes": { "jpg": 1200.94 }, "im_kilobytes_mean": 1200.94, "im_kilobytes_min": 1200.94, "im_kilobytes_max": 1200.94, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2124.74 }, "im_clarity_mean": 2124.74, "im_clarity_min": 2124.74, "im_clarity_max": 2124.74, "im_luma": { "jpg": 173.11 }, "im_luma_mean": 173.11, "im_luma_min": 173.11, "im_luma_max": 173.11, "im_saturation": { "jpg": 57.67 }, "im_saturation_mean": 57.67, "im_saturation_min": 57.67, "im_saturation_max": 57.67, "im_entropy": { "jpg": 5.36 }, "im_entropy_mean": 5.36, "im_entropy_min": 5.36, "im_entropy_max": 5.36, "unifilter_score_qwen2_5_1_5b": 1.0888671875, "unifilter_score_qwen3_0_6b": -1.1806640625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8430157899856567, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.10864246636629105, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.010057796724140644, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.387626975774765, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.46365290880203247, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.5399813652038574, "text_quality_nvidia_edu_nemotron4_score": 0.908203125, "text_quality_nvidia_edu_mixtral_score": 0.55419921875, "text_quality_dclmbaseline_fasttext_score": 0.4397329092025757, "text_quality_dolma3_fasttext_score": 0.008160293102264404, "custom_fasttext_val_fasttext_score": 8.606910705566406e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0002346634864807129, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 5.40625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.84375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.5625, "within_sample_repetition_detection": 4.0 }, "136": { "detoxify": 1, "length_chars": 689, "length_tokens": 2767, "length_tokens_text_only": 464, "length_tokens_trainable_only": 400, "length_images": 1, "iqa_live_mean": 0.2929947978318339, "iqa_live_min": 0.2929947978318339, "iqa_live_max": 0.2929947978318339, "iqa_csiq_mean": 0.523807942867279, "iqa_csiq_min": 0.523807942867279, "iqa_csiq_max": 0.523807942867279, "iqa_tid2013_mean": 0.22421248753865558, "iqa_tid2013_min": 0.22421248753865558, "iqa_tid2013_max": 0.22421248753865558, "iqa_kadid10k_mean": 0.2706298828125, "iqa_kadid10k_min": 0.2706298828125, "iqa_kadid10k_max": 0.2706298828125, "iqa_flive_mean": 0.5951596655026832, "iqa_flive_min": 0.5951596655026832, "iqa_flive_max": 0.5951596655026832, "iqa_spaq_mean": 0.48479084053424876, "iqa_spaq_min": 0.48479084053424876, "iqa_spaq_max": 0.48479084053424876, "iqa_clive_mean": 0.37146616463709364, "iqa_clive_min": 0.37146616463709364, "iqa_clive_max": 0.37146616463709364, "iqa_koniq10k_mean": 0.4624480045203007, "iqa_koniq10k_min": 0.4624480045203007, "iqa_koniq10k_max": 0.4624480045203007, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9399553537368774 }, { "lang": "en", "score": 0.0218955110758543 }, { "lang": "ko", "score": 0.007481979206204414 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.2929947978318339, "iqa_v2_live_min": 0.2929947978318339, "iqa_v2_live_max": 0.2929947978318339, "iqa_v2_csiq_mean": 0.523807942867279, "iqa_v2_csiq_min": 0.523807942867279, "iqa_v2_csiq_max": 0.523807942867279, "iqa_v2_tid2013_mean": 0.22421248753865558, "iqa_v2_tid2013_min": 0.22421248753865558, "iqa_v2_tid2013_max": 0.22421248753865558, "iqa_v2_kadid10k_mean": 0.2706298828125, "iqa_v2_kadid10k_min": 0.2706298828125, "iqa_v2_kadid10k_max": 0.2706298828125, "iqa_v2_flive_mean": 0.5951596655026832, "iqa_v2_flive_min": 0.5951596655026832, "iqa_v2_flive_max": 0.5951596655026832, "iqa_v2_spaq_mean": 0.48479084053424876, "iqa_v2_spaq_min": 0.48479084053424876, "iqa_v2_spaq_max": 0.48479084053424876, "iqa_v2_clive_mean": 0.37146616463709364, "iqa_v2_clive_min": 0.37146616463709364, "iqa_v2_clive_max": 0.37146616463709364, "iqa_v2_koniq10k_mean": 0.4624480045203007, "iqa_v2_koniq10k_min": 0.4624480045203007, "iqa_v2_koniq10k_max": 0.4624480045203007, "imdecont": { "jpg": 0.48178398609161377 }, "imdecont_image_match": { "jpg": 189879 }, "imdecont_max": 0.48178398609161377, "imdecont_mean": 0.48178398609161377, "imdecont_min": 0.48178398609161377, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.4375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.4375, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.4375, "clip_score_dfn_public_prev_turn_only_min": 3.255859375, "clip_score_dfn_public_prev_turn_only_mean": 3.255859375, "clip_score_dfn_public_prev_turn_only_max": 3.255859375, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.8203125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.8203125, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.8203125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.84375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.84375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.84375, "clip_score_clip_vitl14_224_next_turn_only_min": 20.796875, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.796875, "clip_score_clip_vitl14_224_next_turn_only_max": 20.796875, "clip_score_dfn_public_next_turn_only_min": 2.67578125, "clip_score_dfn_public_next_turn_only_mean": 2.67578125, "clip_score_dfn_public_next_turn_only_max": 2.67578125, "clip_score_siglip2_b16_224_next_turn_only_min": -9.8203125, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.8203125, "clip_score_siglip2_b16_224_next_turn_only_max": -9.8203125, "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": 21.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.953125, "clip_score_dfn_public_prev_and_next_turn_min": 3.916015625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.916015625, "clip_score_dfn_public_prev_and_next_turn_max": 3.916015625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.4296875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.4296875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.4296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.796875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5483.44 }, "im_clarity_mean": 5483.44, "im_clarity_min": 5483.44, "im_clarity_max": 5483.44, "im_luma": { "jpg": 234.1 }, "im_luma_mean": 234.1, "im_luma_min": 234.1, "im_luma_max": 234.1, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 2.48 }, "im_entropy_mean": 2.48, "im_entropy_min": 2.48, "im_entropy_max": 2.48, "unifilter_score_qwen2_5_1_5b": -0.11761474609375, "unifilter_score_qwen3_0_6b": 0.06610107421875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9399553537368774, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.0218955110758543, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.007481979206204414, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.3168122172355652, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.3251844346523285, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9477267265319824, "text_quality_nvidia_edu_nemotron4_score": 1.12890625, "text_quality_nvidia_edu_mixtral_score": 0.65478515625, "text_quality_dclmbaseline_fasttext_score": 0.8104792833328247, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 3.2186508178710938e-06, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00017267465591430664, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 4.0 }, "140": { "detoxify": 1, "length_chars": 399, "length_tokens": 2605, "length_tokens_text_only": 302, "length_tokens_trainable_only": 239, "length_images": 1, "iqa_live_mean": 0.437802285859079, "iqa_live_min": 0.437802285859079, "iqa_live_max": 0.437802285859079, "iqa_csiq_mean": 0.663151204586029, "iqa_csiq_min": 0.663151204586029, "iqa_csiq_max": 0.663151204586029, "iqa_tid2013_mean": 0.31156057781643337, "iqa_tid2013_min": 0.31156057781643337, "iqa_tid2013_max": 0.31156057781643337, "iqa_kadid10k_mean": 0.2476806640625, "iqa_kadid10k_min": 0.2476806640625, "iqa_kadid10k_max": 0.2476806640625, "iqa_flive_mean": 0.6426524152659407, "iqa_flive_min": 0.6426524152659407, "iqa_flive_max": 0.6426524152659407, "iqa_spaq_mean": 0.4888351902817235, "iqa_spaq_min": 0.4888351902817235, "iqa_spaq_max": 0.4888351902817235, "iqa_clive_mean": 0.36294343736436635, "iqa_clive_min": 0.36294343736436635, "iqa_clive_max": 0.36294343736436635, "iqa_koniq10k_mean": 0.519502928762725, "iqa_koniq10k_min": 0.519502928762725, "iqa_koniq10k_max": 0.519502928762725, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.839130699634552 }, { "lang": "en", "score": 0.05635245889425278 }, { "lang": "ja", "score": 0.038718853145837784 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.437802285859079, "iqa_v2_live_min": 0.437802285859079, "iqa_v2_live_max": 0.437802285859079, "iqa_v2_csiq_mean": 0.663151204586029, "iqa_v2_csiq_min": 0.663151204586029, "iqa_v2_csiq_max": 0.663151204586029, "iqa_v2_tid2013_mean": 0.31156057781643337, "iqa_v2_tid2013_min": 0.31156057781643337, "iqa_v2_tid2013_max": 0.31156057781643337, "iqa_v2_kadid10k_mean": 0.2476806640625, "iqa_v2_kadid10k_min": 0.2476806640625, "iqa_v2_kadid10k_max": 0.2476806640625, "iqa_v2_flive_mean": 0.6426524152659407, "iqa_v2_flive_min": 0.6426524152659407, "iqa_v2_flive_max": 0.6426524152659407, "iqa_v2_spaq_mean": 0.4888351902817235, "iqa_v2_spaq_min": 0.4888351902817235, "iqa_v2_spaq_max": 0.4888351902817235, "iqa_v2_clive_mean": 0.36294343736436635, "iqa_v2_clive_min": 0.36294343736436635, "iqa_v2_clive_max": 0.36294343736436635, "iqa_v2_koniq10k_mean": 0.519502928762725, "iqa_v2_koniq10k_min": 0.519502928762725, "iqa_v2_koniq10k_max": 0.519502928762725, "imdecont": { "jpg": 0.4224936366081238 }, "imdecont_image_match": { "jpg": 189246 }, "imdecont_max": 0.4224936366081238, "imdecont_mean": 0.4224936366081238, "imdecont_min": 0.4224936366081238, "clip_score_clip_vitl14_224_prev_turn_only_min": 14.859375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 14.859375, "clip_score_clip_vitl14_224_prev_turn_only_max": 14.859375, "clip_score_dfn_public_prev_turn_only_min": 1.7001953125, "clip_score_dfn_public_prev_turn_only_mean": 1.7001953125, "clip_score_dfn_public_prev_turn_only_max": 1.7001953125, "clip_score_siglip2_b16_224_prev_turn_only_min": -10.25, "clip_score_siglip2_b16_224_prev_turn_only_mean": -10.25, "clip_score_siglip2_b16_224_prev_turn_only_max": -10.25, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.890625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.890625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.890625, "clip_score_clip_vitl14_224_next_turn_only_min": 25.34375, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.34375, "clip_score_clip_vitl14_224_next_turn_only_max": 25.34375, "clip_score_dfn_public_next_turn_only_min": 2.298828125, "clip_score_dfn_public_next_turn_only_mean": 2.298828125, "clip_score_dfn_public_next_turn_only_max": 2.298828125, "clip_score_siglip2_b16_224_next_turn_only_min": -7.7265625, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.7265625, "clip_score_siglip2_b16_224_next_turn_only_max": -7.7265625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.703125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.703125, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.515625, "clip_score_dfn_public_prev_and_next_turn_min": 3.22265625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.22265625, "clip_score_dfn_public_prev_and_next_turn_max": 3.22265625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.1171875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.1171875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.1171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.171875, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4062.46 }, "im_clarity_mean": 4062.46, "im_clarity_min": 4062.46, "im_clarity_max": 4062.46, "im_luma": { "jpg": 206.59 }, "im_luma_mean": 206.59, "im_luma_min": 206.59, "im_luma_max": 206.59, "im_saturation": { "jpg": 5.89 }, "im_saturation_mean": 5.89, "im_saturation_min": 5.89, "im_saturation_max": 5.89, "im_entropy": { "jpg": 2.07 }, "im_entropy_mean": 2.07, "im_entropy_min": 2.07, "im_entropy_max": 2.07, "unifilter_score_qwen2_5_1_5b": 0.9052734375, "unifilter_score_qwen3_0_6b": -0.419921875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.839130699634552, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.05635245889425278, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.038718853145837784, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.3157172203063965, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.43909308314323425, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.793816328048706, "text_quality_nvidia_edu_nemotron4_score": 1.6865234375, "text_quality_nvidia_edu_mixtral_score": 1.2666015625, "text_quality_dclmbaseline_fasttext_score": 0.9888973832130432, "text_quality_dolma3_fasttext_score": 0.9664914011955261, "custom_fasttext_val_fasttext_score": 0.0002364516258239746, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 5.054473876953125e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.15625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.59375, "within_sample_repetition_detection": 4.0 }, "149": { "detoxify": 1, "length_chars": 246, "length_tokens": 2503, "length_tokens_text_only": 200, "length_tokens_trainable_only": 135, "length_images": 1, "iqa_live_mean": 0.4744579045459477, "iqa_live_min": 0.4744579045459477, "iqa_live_max": 0.4744579045459477, "iqa_csiq_mean": 0.685123860836029, "iqa_csiq_min": 0.685123860836029, "iqa_csiq_max": 0.685123860836029, "iqa_tid2013_mean": 0.33640866809421116, "iqa_tid2013_min": 0.33640866809421116, "iqa_tid2013_max": 0.33640866809421116, "iqa_kadid10k_mean": 0.3634033203125, "iqa_kadid10k_min": 0.3634033203125, "iqa_kadid10k_max": 0.3634033203125, "iqa_flive_mean": 0.6083580556541983, "iqa_flive_min": 0.6083580556541983, "iqa_flive_max": 0.6083580556541983, "iqa_spaq_mean": 0.3898817890822286, "iqa_spaq_min": 0.3898817890822286, "iqa_spaq_max": 0.3898817890822286, "iqa_clive_mean": 0.30983422019264917, "iqa_clive_min": 0.30983422019264917, "iqa_clive_max": 0.30983422019264917, "iqa_koniq10k_mean": 0.5796355045203007, "iqa_koniq10k_min": 0.5796355045203007, "iqa_koniq10k_max": 0.5796355045203007, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.6433470249176025 }, { "lang": "zh", "score": 0.12580950558185577 }, { "lang": "ja", "score": 0.02642657980322838 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4744579045459477, "iqa_v2_live_min": 0.4744579045459477, "iqa_v2_live_max": 0.4744579045459477, "iqa_v2_csiq_mean": 0.685123860836029, "iqa_v2_csiq_min": 0.685123860836029, "iqa_v2_csiq_max": 0.685123860836029, "iqa_v2_tid2013_mean": 0.33640866809421116, "iqa_v2_tid2013_min": 0.33640866809421116, "iqa_v2_tid2013_max": 0.33640866809421116, "iqa_v2_kadid10k_mean": 0.3634033203125, "iqa_v2_kadid10k_min": 0.3634033203125, "iqa_v2_kadid10k_max": 0.3634033203125, "iqa_v2_flive_mean": 0.6083580556541983, "iqa_v2_flive_min": 0.6083580556541983, "iqa_v2_flive_max": 0.6083580556541983, "iqa_v2_spaq_mean": 0.3898817890822286, "iqa_v2_spaq_min": 0.3898817890822286, "iqa_v2_spaq_max": 0.3898817890822286, "iqa_v2_clive_mean": 0.30983422019264917, "iqa_v2_clive_min": 0.30983422019264917, "iqa_v2_clive_max": 0.30983422019264917, "iqa_v2_koniq10k_mean": 0.5796355045203007, "iqa_v2_koniq10k_min": 0.5796355045203007, "iqa_v2_koniq10k_max": 0.5796355045203007, "imdecont": { "jpg": 0.42213475704193115 }, "imdecont_image_match": { "jpg": 180009 }, "imdecont_max": 0.42213475704193115, "imdecont_mean": 0.42213475704193115, "imdecont_min": 0.42213475704193115, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.25, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.25, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.25, "clip_score_dfn_public_prev_turn_only_min": 1.703125, "clip_score_dfn_public_prev_turn_only_mean": 1.703125, "clip_score_dfn_public_prev_turn_only_max": 1.703125, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.4296875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.4296875, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.4296875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.765625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.765625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.765625, "clip_score_clip_vitl14_224_next_turn_only_min": 20.0, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.0, "clip_score_clip_vitl14_224_next_turn_only_max": 20.0, "clip_score_dfn_public_next_turn_only_min": 4.26953125, "clip_score_dfn_public_next_turn_only_mean": 4.26953125, "clip_score_dfn_public_next_turn_only_max": 4.26953125, "clip_score_siglip2_b16_224_next_turn_only_min": -4.0703125, "clip_score_siglip2_b16_224_next_turn_only_mean": -4.0703125, "clip_score_siglip2_b16_224_next_turn_only_max": -4.0703125, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.5625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.5625, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.421875, "clip_score_dfn_public_prev_and_next_turn_min": 3.86328125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.86328125, "clip_score_dfn_public_prev_and_next_turn_max": 3.86328125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.0625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.0625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.0625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.640625, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1380.56 }, "im_clarity_mean": 1380.56, "im_clarity_min": 1380.56, "im_clarity_max": 1380.56, "im_luma": { "jpg": 224.66 }, "im_luma_mean": 224.66, "im_luma_min": 224.66, "im_luma_max": 224.66, "im_saturation": { "jpg": 0.37 }, "im_saturation_mean": 0.37, "im_saturation_min": 0.37, "im_saturation_max": 0.37, "im_entropy": { "jpg": 2.79 }, "im_entropy_mean": 2.79, "im_entropy_min": 2.79, "im_entropy_max": 2.79, "unifilter_score_qwen2_5_1_5b": 1.0087890625, "unifilter_score_qwen3_0_6b": 2.25, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.6433470249176025, "language_detection_annotation_nllb_1_lan": "zh", "language_detection_annotation_nllb_1_score": 0.12580950558185577, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.02642657980322838, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.22337926924228668, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.5914201140403748, "text_quality_nvidia_domain_label": "Internet_and_Telecom", "text_quality_nvidia_domain_score": 0.9470619559288025, "text_quality_nvidia_edu_nemotron4_score": 0.779296875, "text_quality_nvidia_edu_mixtral_score": 0.52099609375, "text_quality_dclmbaseline_fasttext_score": 0.530040979385376, "text_quality_dolma3_fasttext_score": 0.006560266017913818, "custom_fasttext_val_fasttext_score": 0.00012505054473876953, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 1.2874603271484375e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.578125, "within_sample_repetition_detection": 10.0 }, "143": { "detoxify": 1, "length_chars": 399, "length_tokens": 2625, "length_tokens_text_only": 322, "length_tokens_trainable_only": 259, "length_images": 1, "iqa_live_mean": 0.3884020333338265, "iqa_live_min": 0.3884020333338265, "iqa_live_max": 0.3884020333338265, "iqa_csiq_mean": 0.554508626461029, "iqa_csiq_min": 0.554508626461029, "iqa_csiq_max": 0.554508626461029, "iqa_tid2013_mean": 0.28172116809421116, "iqa_tid2013_min": 0.28172116809421116, "iqa_tid2013_max": 0.28172116809421116, "iqa_kadid10k_mean": 0.2633056640625, "iqa_kadid10k_min": 0.2633056640625, "iqa_kadid10k_max": 0.2633056640625, "iqa_flive_mean": 0.6289349180279357, "iqa_flive_min": 0.6289349180279357, "iqa_flive_max": 0.6289349180279357, "iqa_spaq_mean": 0.5709897436276832, "iqa_spaq_min": 0.5709897436276832, "iqa_spaq_max": 0.5709897436276832, "iqa_clive_mean": 0.45827172019264917, "iqa_clive_min": 0.45827172019264917, "iqa_clive_max": 0.45827172019264917, "iqa_koniq10k_mean": 0.5213968681566643, "iqa_koniq10k_min": 0.5213968681566643, "iqa_koniq10k_max": 0.5213968681566643, "zero_sequence_filter": 3, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.7830104827880859 }, { "lang": "ja", "score": 0.08698538690805435 }, { "lang": "en", "score": 0.055581361055374146 } ], "digit_sequence_filter": 3, "iqa_v2_live_mean": 0.3884020333338265, "iqa_v2_live_min": 0.3884020333338265, "iqa_v2_live_max": 0.3884020333338265, "iqa_v2_csiq_mean": 0.554508626461029, "iqa_v2_csiq_min": 0.554508626461029, "iqa_v2_csiq_max": 0.554508626461029, "iqa_v2_tid2013_mean": 0.28172116809421116, "iqa_v2_tid2013_min": 0.28172116809421116, "iqa_v2_tid2013_max": 0.28172116809421116, "iqa_v2_kadid10k_mean": 0.2633056640625, "iqa_v2_kadid10k_min": 0.2633056640625, "iqa_v2_kadid10k_max": 0.2633056640625, "iqa_v2_flive_mean": 0.6289349180279357, "iqa_v2_flive_min": 0.6289349180279357, "iqa_v2_flive_max": 0.6289349180279357, "iqa_v2_spaq_mean": 0.5709897436276832, "iqa_v2_spaq_min": 0.5709897436276832, "iqa_v2_spaq_max": 0.5709897436276832, "iqa_v2_clive_mean": 0.45827172019264917, "iqa_v2_clive_min": 0.45827172019264917, "iqa_v2_clive_max": 0.45827172019264917, "iqa_v2_koniq10k_mean": 0.5213968681566643, "iqa_v2_koniq10k_min": 0.5213968681566643, "iqa_v2_koniq10k_max": 0.5213968681566643, "imdecont": { "jpg": 0.3958219885826111 }, "imdecont_image_match": { "jpg": 107811 }, "imdecont_max": 0.3958219885826111, "imdecont_mean": 0.3958219885826111, "imdecont_min": 0.3958219885826111, "clip_score_clip_vitl14_224_prev_turn_only_min": 11.5625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 11.5625, "clip_score_clip_vitl14_224_prev_turn_only_max": 11.5625, "clip_score_dfn_public_prev_turn_only_min": 0.61572265625, "clip_score_dfn_public_prev_turn_only_mean": 0.61572265625, "clip_score_dfn_public_prev_turn_only_max": 0.61572265625, "clip_score_siglip2_b16_224_prev_turn_only_min": -11.78125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -11.78125, "clip_score_siglip2_b16_224_prev_turn_only_max": -11.78125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 16.90625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 16.90625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 16.90625, "clip_score_clip_vitl14_224_next_turn_only_min": 24.234375, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.234375, "clip_score_clip_vitl14_224_next_turn_only_max": 24.234375, "clip_score_dfn_public_next_turn_only_min": 3.111328125, "clip_score_dfn_public_next_turn_only_mean": 3.111328125, "clip_score_dfn_public_next_turn_only_max": 3.111328125, "clip_score_siglip2_b16_224_next_turn_only_min": -6.90625, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.90625, "clip_score_siglip2_b16_224_next_turn_only_max": -6.90625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.40625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.40625, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 18.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 18.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 18.265625, "clip_score_dfn_public_prev_and_next_turn_min": 1.6865234375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.6865234375, "clip_score_dfn_public_prev_and_next_turn_max": 1.6865234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.46875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.46875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.03125, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1832.38 }, "im_clarity_mean": 1832.38, "im_clarity_min": 1832.38, "im_clarity_max": 1832.38, "im_luma": { "jpg": 222.82 }, "im_luma_mean": 222.82, "im_luma_min": 222.82, "im_luma_max": 222.82, "im_saturation": { "jpg": 9.92 }, "im_saturation_mean": 9.92, "im_saturation_min": 9.92, "im_saturation_max": 9.92, "im_entropy": { "jpg": 3.61 }, "im_entropy_mean": 3.61, "im_entropy_min": 3.61, "im_entropy_max": 3.61, "unifilter_score_qwen2_5_1_5b": 3.26171875, "unifilter_score_qwen3_0_6b": 0.556640625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.7830104827880859, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.08698538690805435, "language_detection_annotation_nllb_2_lan": "en", "language_detection_annotation_nllb_2_score": 0.055581361055374146, "text_quality_weborganizer_topic_label": "Crime & Law", "text_quality_weborganizer_topic_score": 0.3235357105731964, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.6245388388633728, "text_quality_nvidia_domain_label": "Internet_and_Telecom", "text_quality_nvidia_domain_score": 0.9795306921005249, "text_quality_nvidia_edu_nemotron4_score": 1.544921875, "text_quality_nvidia_edu_mixtral_score": 1.044921875, "text_quality_dclmbaseline_fasttext_score": 0.985287606716156, "text_quality_dolma3_fasttext_score": 0.9981838464736938, "custom_fasttext_val_fasttext_score": 0.0009291768074035645, "custom_fasttext_core_fasttext_score": 4.5299530029296875e-06, "custom_fasttext_val_clean_fasttext_score": 0.0026189088821411133, "custom_fasttext_core_clean_fasttext_score": 0.0002923011779785156, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.234375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.78125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.453125, "within_sample_repetition_detection": 4.0 }, "120": { "detoxify": 1, "length_chars": 417, "length_tokens": 2606, "length_tokens_text_only": 303, "length_tokens_trainable_only": 242, "length_images": 1, "iqa_live_mean": 0.4290428161621094, "iqa_live_min": 0.4290428161621094, "iqa_live_max": 0.4290428161621094, "iqa_csiq_mean": 0.613224446773529, "iqa_csiq_min": 0.613224446773529, "iqa_csiq_max": 0.613224446773529, "iqa_tid2013_mean": 0.31156057781643337, "iqa_tid2013_min": 0.31156057781643337, "iqa_tid2013_max": 0.31156057781643337, "iqa_kadid10k_mean": 0.413818359375, "iqa_kadid10k_min": 0.413818359375, "iqa_kadid10k_max": 0.413818359375, "iqa_flive_mean": 0.6247820613360164, "iqa_flive_min": 0.6247820613360164, "iqa_flive_max": 0.6247820613360164, "iqa_spaq_mean": 0.5282577360519255, "iqa_spaq_min": 0.5282577360519255, "iqa_spaq_max": 0.5282577360519255, "iqa_clive_mean": 0.3838556848391138, "iqa_clive_min": 0.3838556848391138, "iqa_clive_max": 0.3838556848391138, "iqa_koniq10k_mean": 0.49330343381323, "iqa_koniq10k_min": 0.49330343381323, "iqa_koniq10k_max": 0.49330343381323, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9496645331382751 }, { "lang": "en", "score": 0.018055444583296776 }, { "lang": "ko", "score": 0.007587947882711887 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4290428161621094, "iqa_v2_live_min": 0.4290428161621094, "iqa_v2_live_max": 0.4290428161621094, "iqa_v2_csiq_mean": 0.613224446773529, "iqa_v2_csiq_min": 0.613224446773529, "iqa_v2_csiq_max": 0.613224446773529, "iqa_v2_tid2013_mean": 0.3114520708719889, "iqa_v2_tid2013_min": 0.3114520708719889, "iqa_v2_tid2013_max": 0.3114520708719889, "iqa_v2_kadid10k_mean": 0.413818359375, "iqa_v2_kadid10k_min": 0.413818359375, "iqa_v2_kadid10k_max": 0.413818359375, "iqa_v2_flive_mean": 0.6247130114622791, "iqa_v2_flive_min": 0.6247130114622791, "iqa_v2_flive_max": 0.6247130114622791, "iqa_v2_spaq_mean": 0.528238007516572, "iqa_v2_spaq_min": 0.528238007516572, "iqa_v2_spaq_max": 0.528238007516572, "iqa_v2_clive_mean": 0.3838556848391138, "iqa_v2_clive_min": 0.3838556848391138, "iqa_v2_clive_max": 0.3838556848391138, "iqa_v2_koniq10k_mean": 0.4931456055304017, "iqa_v2_koniq10k_min": 0.4931456055304017, "iqa_v2_koniq10k_max": 0.4931456055304017, "imdecont": { "jpg": 0.347470760345459 }, "imdecont_image_match": { "jpg": 105021 }, "imdecont_max": 0.347470760345459, "imdecont_mean": 0.347470760345459, "imdecont_min": 0.347470760345459, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.7734375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.7734375, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.7734375, "clip_score_dfn_public_prev_turn_only_min": 1.9072265625, "clip_score_dfn_public_prev_turn_only_mean": 1.9072265625, "clip_score_dfn_public_prev_turn_only_max": 1.9072265625, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.25, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.25, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.25, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.671875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.671875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.671875, "clip_score_clip_vitl14_224_next_turn_only_min": 20.34375, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.34375, "clip_score_clip_vitl14_224_next_turn_only_max": 20.34375, "clip_score_dfn_public_next_turn_only_min": 3.845703125, "clip_score_dfn_public_next_turn_only_mean": 3.845703125, "clip_score_dfn_public_next_turn_only_max": 3.845703125, "clip_score_siglip2_b16_224_next_turn_only_min": -11.171875, "clip_score_siglip2_b16_224_next_turn_only_mean": -11.171875, "clip_score_siglip2_b16_224_next_turn_only_max": -11.171875, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.59375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.59375, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.734375, "clip_score_dfn_public_prev_and_next_turn_min": 2.40234375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.40234375, "clip_score_dfn_public_prev_and_next_turn_max": 2.40234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.1796875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.1796875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.1796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.09375, "im_height": { "jpg": 1440 }, "im_height_mean": 1440.0, "im_height_min": 1440, "im_height_max": 1440, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5 }, "im_ar_mean": 0.5, "im_ar_min": 0.5, "im_ar_max": 0.5, "im_kilobytes": { "jpg": 3037.5 }, "im_kilobytes_mean": 3037.5, "im_kilobytes_min": 3037.5, "im_kilobytes_max": 3037.5, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3577.25 }, "im_clarity_mean": 3577.25, "im_clarity_min": 3577.25, "im_clarity_max": 3577.25, "im_luma": { "jpg": 238.48 }, "im_luma_mean": 238.48, "im_luma_min": 238.48, "im_luma_max": 238.48, "im_saturation": { "jpg": 3.48 }, "im_saturation_mean": 3.48, "im_saturation_min": 3.48, "im_saturation_max": 3.48, "im_entropy": { "jpg": 2.92 }, "im_entropy_mean": 2.92, "im_entropy_min": 2.92, "im_entropy_max": 2.92, "unifilter_score_qwen2_5_1_5b": 0.951171875, "unifilter_score_qwen3_0_6b": 0.892578125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9496645331382751, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.018055444583296776, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.007587947882711887, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.49486634135246277, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.8255416750907898, "text_quality_nvidia_domain_label": "Autos_and_Vehicles", "text_quality_nvidia_domain_score": 0.7674594521522522, "text_quality_nvidia_edu_nemotron4_score": 0.91162109375, "text_quality_nvidia_edu_mixtral_score": 0.5205078125, "text_quality_dclmbaseline_fasttext_score": 0.9999485015869141, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 5.161762237548828e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 9.894371032714844e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.4375, "within_sample_repetition_detection": 4.0 }, "144": { "detoxify": 1, "length_chars": 355, "length_tokens": 2582, "length_tokens_text_only": 279, "length_tokens_trainable_only": 212, "length_images": 1, "iqa_live_mean": 0.32124606045809656, "iqa_live_min": 0.32124606045809656, "iqa_live_max": 0.32124606045809656, "iqa_csiq_mean": 0.534367024898529, "iqa_csiq_min": 0.534367024898529, "iqa_csiq_max": 0.534367024898529, "iqa_tid2013_mean": 0.22008922364976669, "iqa_tid2013_min": 0.22008922364976669, "iqa_tid2013_max": 0.22008922364976669, "iqa_kadid10k_mean": 0.2257080078125, "iqa_kadid10k_min": 0.2257080078125, "iqa_kadid10k_max": 0.2257080078125, "iqa_flive_mean": 0.6197019634824811, "iqa_flive_min": 0.6197019634824811, "iqa_flive_max": 0.6197019634824811, "iqa_spaq_mean": 0.546329074435764, "iqa_spaq_min": 0.546329074435764, "iqa_spaq_max": 0.546329074435764, "iqa_clive_mean": 0.3592344727179017, "iqa_clive_min": 0.3592344727179017, "iqa_clive_max": 0.3592344727179017, "iqa_koniq10k_mean": 0.4665515398738361, "iqa_koniq10k_min": 0.4665515398738361, "iqa_koniq10k_max": 0.4665515398738361, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8275840878486633 }, { "lang": "en", "score": 0.06563474982976913 }, { "lang": "ja", "score": 0.018519418314099312 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.32124606045809656, "iqa_v2_live_min": 0.32124606045809656, "iqa_v2_live_max": 0.32124606045809656, "iqa_v2_csiq_mean": 0.534367024898529, "iqa_v2_csiq_min": 0.534367024898529, "iqa_v2_csiq_max": 0.534367024898529, "iqa_v2_tid2013_mean": 0.22008922364976669, "iqa_v2_tid2013_min": 0.22008922364976669, "iqa_v2_tid2013_max": 0.22008922364976669, "iqa_v2_kadid10k_mean": 0.2257080078125, "iqa_v2_kadid10k_min": 0.2257080078125, "iqa_v2_kadid10k_max": 0.2257080078125, "iqa_v2_flive_mean": 0.6197019634824811, "iqa_v2_flive_min": 0.6197019634824811, "iqa_v2_flive_max": 0.6197019634824811, "iqa_v2_spaq_mean": 0.546329074435764, "iqa_v2_spaq_min": 0.546329074435764, "iqa_v2_spaq_max": 0.546329074435764, "iqa_v2_clive_mean": 0.3592344727179017, "iqa_v2_clive_min": 0.3592344727179017, "iqa_v2_clive_max": 0.3592344727179017, "iqa_v2_koniq10k_mean": 0.4665515398738361, "iqa_v2_koniq10k_min": 0.4665515398738361, "iqa_v2_koniq10k_max": 0.4665515398738361, "imdecont": { "jpg": 0.4219456911087036 }, "imdecont_image_match": { "jpg": 189408 }, "imdecont_max": 0.4219456911087036, "imdecont_mean": 0.4219456911087036, "imdecont_min": 0.4219456911087036, "clip_score_clip_vitl14_224_prev_turn_only_min": 13.578125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 13.578125, "clip_score_clip_vitl14_224_prev_turn_only_max": 13.578125, "clip_score_dfn_public_prev_turn_only_min": 2.56640625, "clip_score_dfn_public_prev_turn_only_mean": 2.56640625, "clip_score_dfn_public_prev_turn_only_max": 2.56640625, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.515625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.515625, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.515625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.609375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.609375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.609375, "clip_score_clip_vitl14_224_next_turn_only_min": 23.140625, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.140625, "clip_score_clip_vitl14_224_next_turn_only_max": 23.140625, "clip_score_dfn_public_next_turn_only_min": 1.7958984375, "clip_score_dfn_public_next_turn_only_mean": 1.7958984375, "clip_score_dfn_public_next_turn_only_max": 1.7958984375, "clip_score_siglip2_b16_224_next_turn_only_min": -7.046875, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.046875, "clip_score_siglip2_b16_224_next_turn_only_max": -7.046875, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.84375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.84375, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.84375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 19.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 19.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 19.21875, "clip_score_dfn_public_prev_and_next_turn_min": 3.724609375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.724609375, "clip_score_dfn_public_prev_and_next_turn_max": 3.724609375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.3203125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.3203125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.3203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.109375, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3364.34 }, "im_clarity_mean": 3364.34, "im_clarity_min": 3364.34, "im_clarity_max": 3364.34, "im_luma": { "jpg": 236.29 }, "im_luma_mean": 236.29, "im_luma_min": 236.29, "im_luma_max": 236.29, "im_saturation": { "jpg": 0.11 }, "im_saturation_mean": 0.11, "im_saturation_min": 0.11, "im_saturation_max": 0.11, "im_entropy": { "jpg": 2.09 }, "im_entropy_mean": 2.09, "im_entropy_min": 2.09, "im_entropy_max": 2.09, "unifilter_score_qwen2_5_1_5b": -1.3046875, "unifilter_score_qwen3_0_6b": -0.3837890625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8275840878486633, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.06563474982976913, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.018519418314099312, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.5959169864654541, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.3135562837123871, "text_quality_nvidia_domain_label": "Shopping", "text_quality_nvidia_domain_score": 0.7897716164588928, "text_quality_nvidia_edu_nemotron4_score": 1.7373046875, "text_quality_nvidia_edu_mixtral_score": 1.0732421875, "text_quality_dclmbaseline_fasttext_score": 0.9877896308898926, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 9.274482727050781e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0004271864891052246, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.90625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.1875, "within_sample_repetition_detection": 4.0 }, "141": { "detoxify": 1, "length_chars": 412, "length_tokens": 2629, "length_tokens_text_only": 326, "length_tokens_trainable_only": 259, "length_images": 1, "iqa_live_mean": 0.5968537378792811, "iqa_live_min": 0.5968537378792811, "iqa_live_max": 0.5968537378792811, "iqa_csiq_mean": 0.718571126461029, "iqa_csiq_min": 0.718571126461029, "iqa_csiq_max": 0.718571126461029, "iqa_tid2013_mean": 0.4254928694831, "iqa_tid2013_min": 0.4254928694831, "iqa_tid2013_max": 0.4254928694831, "iqa_kadid10k_mean": 0.4193115234375, "iqa_kadid10k_min": 0.4193115234375, "iqa_kadid10k_max": 0.4193115234375, "iqa_flive_mean": 0.6331814852627842, "iqa_flive_min": 0.6331814852627842, "iqa_flive_max": 0.6331814852627842, "iqa_spaq_mean": 0.5317299582741478, "iqa_spaq_min": 0.5317299582741478, "iqa_spaq_max": 0.5317299582741478, "iqa_clive_mean": 0.381725003020932, "iqa_clive_min": 0.381725003020932, "iqa_clive_max": 0.381725003020932, "iqa_koniq10k_mean": 0.5277099994697957, "iqa_koniq10k_min": 0.5277099994697957, "iqa_koniq10k_max": 0.5277099994697957, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.7829142808914185 }, { "lang": "en", "score": 0.08136296272277832 }, { "lang": "ja", "score": 0.051208626478910446 } ], "digit_sequence_filter": 3, "iqa_v2_live_mean": 0.5968537378792811, "iqa_v2_live_min": 0.5968537378792811, "iqa_v2_live_max": 0.5968537378792811, "iqa_v2_csiq_mean": 0.718571126461029, "iqa_v2_csiq_min": 0.718571126461029, "iqa_v2_csiq_max": 0.718571126461029, "iqa_v2_tid2013_mean": 0.4254928694831, "iqa_v2_tid2013_min": 0.4254928694831, "iqa_v2_tid2013_max": 0.4254928694831, "iqa_v2_kadid10k_mean": 0.4193115234375, "iqa_v2_kadid10k_min": 0.4193115234375, "iqa_v2_kadid10k_max": 0.4193115234375, "iqa_v2_flive_mean": 0.6331814852627842, "iqa_v2_flive_min": 0.6331814852627842, "iqa_v2_flive_max": 0.6331814852627842, "iqa_v2_spaq_mean": 0.5317299582741478, "iqa_v2_spaq_min": 0.5317299582741478, "iqa_v2_spaq_max": 0.5317299582741478, "iqa_v2_clive_mean": 0.381725003020932, "iqa_v2_clive_min": 0.381725003020932, "iqa_v2_clive_max": 0.381725003020932, "iqa_v2_koniq10k_mean": 0.5277099994697957, "iqa_v2_koniq10k_min": 0.5277099994697957, "iqa_v2_koniq10k_max": 0.5277099994697957, "imdecont": { "jpg": 0.3620873689651489 }, "imdecont_image_match": { "jpg": 176138 }, "imdecont_max": 0.3620873689651489, "imdecont_mean": 0.3620873689651489, "imdecont_min": 0.3620873689651489, "clip_score_clip_vitl14_224_prev_turn_only_min": 11.4296875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 11.4296875, "clip_score_clip_vitl14_224_prev_turn_only_max": 11.4296875, "clip_score_dfn_public_prev_turn_only_min": 2.78515625, "clip_score_dfn_public_prev_turn_only_mean": 2.78515625, "clip_score_dfn_public_prev_turn_only_max": 2.78515625, "clip_score_siglip2_b16_224_prev_turn_only_min": -13.28125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -13.28125, "clip_score_siglip2_b16_224_prev_turn_only_max": -13.28125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.453125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.453125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.453125, "clip_score_clip_vitl14_224_next_turn_only_min": 26.125, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.125, "clip_score_clip_vitl14_224_next_turn_only_max": 26.125, "clip_score_dfn_public_next_turn_only_min": 2.765625, "clip_score_dfn_public_next_turn_only_mean": 2.765625, "clip_score_dfn_public_next_turn_only_max": 2.765625, "clip_score_siglip2_b16_224_next_turn_only_min": -2.9296875, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.9296875, "clip_score_siglip2_b16_224_next_turn_only_max": -2.9296875, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.734375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.734375, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 17.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 17.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 17.21875, "clip_score_dfn_public_prev_and_next_turn_min": 2.2265625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.2265625, "clip_score_dfn_public_prev_and_next_turn_max": 2.2265625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -8.265625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -8.265625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -8.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.6875, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2058.14 }, "im_clarity_mean": 2058.14, "im_clarity_min": 2058.14, "im_clarity_max": 2058.14, "im_luma": { "jpg": 206.57 }, "im_luma_mean": 206.57, "im_luma_min": 206.57, "im_luma_max": 206.57, "im_saturation": { "jpg": 53.49 }, "im_saturation_mean": 53.49, "im_saturation_min": 53.49, "im_saturation_max": 53.49, "im_entropy": { "jpg": 4.52 }, "im_entropy_mean": 4.52, "im_entropy_min": 4.52, "im_entropy_max": 4.52, "unifilter_score_qwen2_5_1_5b": -0.74658203125, "unifilter_score_qwen3_0_6b": 1.380859375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.7829142808914185, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.08136296272277832, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.051208626478910446, "text_quality_weborganizer_topic_label": "Software Dev.", "text_quality_weborganizer_topic_score": 0.5194178819656372, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.4692266583442688, "text_quality_nvidia_domain_label": "Games", "text_quality_nvidia_domain_score": 0.9886711835861206, "text_quality_nvidia_edu_nemotron4_score": 2.076171875, "text_quality_nvidia_edu_mixtral_score": 1.68359375, "text_quality_dclmbaseline_fasttext_score": 0.9700078368186951, "text_quality_dolma3_fasttext_score": 0.9989593625068665, "custom_fasttext_val_fasttext_score": 0.00045108795166015625, "custom_fasttext_core_fasttext_score": 4.172325134277344e-06, "custom_fasttext_val_clean_fasttext_score": 0.0009593963623046875, "custom_fasttext_core_clean_fasttext_score": 7.402896881103516e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.359375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.359375, "within_sample_repetition_detection": 4.0 }, "151": { "detoxify": 1, "length_chars": 478, "length_tokens": 2646, "length_tokens_text_only": 342, "length_tokens_trainable_only": 277, "length_images": 1, "iqa_live_mean": 0.3108293937914298, "iqa_live_min": 0.3108293937914298, "iqa_live_max": 0.3108293937914298, "iqa_csiq_mean": 0.535648763179779, "iqa_csiq_min": 0.535648763179779, "iqa_csiq_max": 0.535648763179779, "iqa_tid2013_mean": 0.23245901531643337, "iqa_tid2013_min": 0.23245901531643337, "iqa_tid2013_max": 0.23245901531643337, "iqa_kadid10k_mean": 0.2620849609375, "iqa_kadid10k_min": 0.2620849609375, "iqa_kadid10k_max": 0.2620849609375, "iqa_flive_mean": 0.6071940720683398, "iqa_flive_min": 0.6071940720683398, "iqa_flive_max": 0.6071940720683398, "iqa_spaq_mean": 0.5518530643347538, "iqa_spaq_min": 0.5518530643347538, "iqa_spaq_max": 0.5518530643347538, "iqa_clive_mean": 0.40374204847547746, "iqa_clive_min": 0.40374204847547746, "iqa_clive_max": 0.40374204847547746, "iqa_koniq10k_mean": 0.4617377772475734, "iqa_koniq10k_min": 0.4617377772475734, "iqa_koniq10k_max": 0.4617377772475734, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9728595614433289 }, { "lang": "ja", "score": 0.006713476963341236 }, { "lang": "en", "score": 0.006500319577753544 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3108293937914298, "iqa_v2_live_min": 0.3108293937914298, "iqa_v2_live_max": 0.3108293937914298, "iqa_v2_csiq_mean": 0.535648763179779, "iqa_v2_csiq_min": 0.535648763179779, "iqa_v2_csiq_max": 0.535648763179779, "iqa_v2_tid2013_mean": 0.23245901531643337, "iqa_v2_tid2013_min": 0.23245901531643337, "iqa_v2_tid2013_max": 0.23245901531643337, "iqa_v2_kadid10k_mean": 0.2620849609375, "iqa_v2_kadid10k_min": 0.2620849609375, "iqa_v2_kadid10k_max": 0.2620849609375, "iqa_v2_flive_mean": 0.6071940720683398, "iqa_v2_flive_min": 0.6071940720683398, "iqa_v2_flive_max": 0.6071940720683398, "iqa_v2_spaq_mean": 0.5518530643347538, "iqa_v2_spaq_min": 0.5518530643347538, "iqa_v2_spaq_max": 0.5518530643347538, "iqa_v2_clive_mean": 0.40374204847547746, "iqa_v2_clive_min": 0.40374204847547746, "iqa_v2_clive_max": 0.40374204847547746, "iqa_v2_koniq10k_mean": 0.4617377772475734, "iqa_v2_koniq10k_min": 0.4617377772475734, "iqa_v2_koniq10k_max": 0.4617377772475734, "imdecont": { "jpg": 0.39435118436813354 }, "imdecont_image_match": { "jpg": 105021 }, "imdecont_max": 0.39435118436813354, "imdecont_mean": 0.39435118436813354, "imdecont_min": 0.39435118436813354, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.421875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.421875, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.421875, "clip_score_dfn_public_prev_turn_only_min": 3.248046875, "clip_score_dfn_public_prev_turn_only_mean": 3.248046875, "clip_score_dfn_public_prev_turn_only_max": 3.248046875, "clip_score_siglip2_b16_224_prev_turn_only_min": -6.90625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -6.90625, "clip_score_siglip2_b16_224_prev_turn_only_max": -6.90625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.671875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.671875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.671875, "clip_score_clip_vitl14_224_next_turn_only_min": 23.90625, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.90625, "clip_score_clip_vitl14_224_next_turn_only_max": 23.90625, "clip_score_dfn_public_next_turn_only_min": 2.357421875, "clip_score_dfn_public_next_turn_only_mean": 2.357421875, "clip_score_dfn_public_next_turn_only_max": 2.357421875, "clip_score_siglip2_b16_224_next_turn_only_min": -6.7734375, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.7734375, "clip_score_siglip2_b16_224_next_turn_only_max": -6.7734375, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.796875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.796875, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.390625, "clip_score_dfn_public_prev_and_next_turn_min": 3.283203125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.283203125, "clip_score_dfn_public_prev_and_next_turn_max": 3.283203125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.46875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.46875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.796875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4563.22 }, "im_clarity_mean": 4563.22, "im_clarity_min": 4563.22, "im_clarity_max": 4563.22, "im_luma": { "jpg": 232.77 }, "im_luma_mean": 232.77, "im_luma_min": 232.77, "im_luma_max": 232.77, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 2.85 }, "im_entropy_mean": 2.85, "im_entropy_min": 2.85, "im_entropy_max": 2.85, "unifilter_score_qwen2_5_1_5b": 2.228515625, "unifilter_score_qwen3_0_6b": 1.4033203125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9728595614433289, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.006713476963341236, "language_detection_annotation_nllb_2_lan": "en", "language_detection_annotation_nllb_2_score": 0.006500319577753544, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.5299590229988098, "text_quality_weborganizer_format_label": "News Article", "text_quality_weborganizer_format_score": 0.3590146601200104, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.7708390951156616, "text_quality_nvidia_edu_nemotron4_score": 0.994140625, "text_quality_nvidia_edu_mixtral_score": 0.59033203125, "text_quality_dclmbaseline_fasttext_score": 0.9989866018295288, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 5.3882598876953125e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00017756223678588867, "custom_fasttext_core_clean_fasttext_score": 5.1021575927734375e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.921875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.453125, "within_sample_repetition_detection": 4.0 }, "126": { "detoxify": 1, "length_chars": 369, "length_tokens": 2585, "length_tokens_text_only": 281, "length_tokens_trainable_only": 220, "length_images": 1, "iqa_live_mean": 0.2764228281348642, "iqa_live_min": 0.2764228281348642, "iqa_live_max": 0.2764228281348642, "iqa_csiq_mean": 0.49988216161727905, "iqa_csiq_min": 0.49988216161727905, "iqa_csiq_max": 0.49988216161727905, "iqa_tid2013_mean": 0.18037568198310003, "iqa_tid2013_min": 0.18037568198310003, "iqa_tid2013_max": 0.18037568198310003, "iqa_kadid10k_mean": 0.2222900390625, "iqa_kadid10k_min": 0.2222900390625, "iqa_kadid10k_max": 0.2222900390625, "iqa_flive_mean": 0.5972114331794508, "iqa_flive_min": 0.5972114331794508, "iqa_flive_max": 0.5972114331794508, "iqa_spaq_mean": 0.5588764229206125, "iqa_spaq_min": 0.5588764229206125, "iqa_spaq_max": 0.5588764229206125, "iqa_clive_mean": 0.41557916968759867, "iqa_clive_min": 0.41557916968759867, "iqa_clive_max": 0.41557916968759867, "iqa_koniq10k_mean": 0.4691557065405027, "iqa_koniq10k_min": 0.4691557065405027, "iqa_koniq10k_max": 0.4691557065405027, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.830123245716095 }, { "lang": "en", "score": 0.03281836211681366 }, { "lang": "ja", "score": 0.031120680272579193 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.2764228281348642, "iqa_v2_live_min": 0.2764228281348642, "iqa_v2_live_max": 0.2764228281348642, "iqa_v2_csiq_mean": 0.49988216161727905, "iqa_v2_csiq_min": 0.49988216161727905, "iqa_v2_csiq_max": 0.49988216161727905, "iqa_v2_tid2013_mean": 0.18037568198310003, "iqa_v2_tid2013_min": 0.18037568198310003, "iqa_v2_tid2013_max": 0.18037568198310003, "iqa_v2_kadid10k_mean": 0.2222900390625, "iqa_v2_kadid10k_min": 0.2222900390625, "iqa_v2_kadid10k_max": 0.2222900390625, "iqa_v2_flive_mean": 0.5972114331794508, "iqa_v2_flive_min": 0.5972114331794508, "iqa_v2_flive_max": 0.5972114331794508, "iqa_v2_spaq_mean": 0.5588764229206125, "iqa_v2_spaq_min": 0.5588764229206125, "iqa_v2_spaq_max": 0.5588764229206125, "iqa_v2_clive_mean": 0.41557916968759867, "iqa_v2_clive_min": 0.41557916968759867, "iqa_v2_clive_max": 0.41557916968759867, "iqa_v2_koniq10k_mean": 0.4691557065405027, "iqa_v2_koniq10k_min": 0.4691557065405027, "iqa_v2_koniq10k_max": 0.4691557065405027, "imdecont": { "jpg": 0.41487032175064087 }, "imdecont_image_match": { "jpg": 215263 }, "imdecont_max": 0.41487032175064087, "imdecont_mean": 0.41487032175064087, "imdecont_min": 0.41487032175064087, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.4375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.4375, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.4375, "clip_score_dfn_public_prev_turn_only_min": 1.5869140625, "clip_score_dfn_public_prev_turn_only_mean": 1.5869140625, "clip_score_dfn_public_prev_turn_only_max": 1.5869140625, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.4140625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.4140625, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.4140625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.34375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.34375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.34375, "clip_score_clip_vitl14_224_next_turn_only_min": 22.9375, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.9375, "clip_score_clip_vitl14_224_next_turn_only_max": 22.9375, "clip_score_dfn_public_next_turn_only_min": 3.1171875, "clip_score_dfn_public_next_turn_only_mean": 3.1171875, "clip_score_dfn_public_next_turn_only_max": 3.1171875, "clip_score_siglip2_b16_224_next_turn_only_min": -6.2421875, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.2421875, "clip_score_siglip2_b16_224_next_turn_only_max": -6.2421875, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.1875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.1875, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.625, "clip_score_dfn_public_prev_and_next_turn_min": 4.26171875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.26171875, "clip_score_dfn_public_prev_and_next_turn_max": 4.26171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.3515625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.3515625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.3515625, "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": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4191.22 }, "im_clarity_mean": 4191.22, "im_clarity_min": 4191.22, "im_clarity_max": 4191.22, "im_luma": { "jpg": 232.61 }, "im_luma_mean": 232.61, "im_luma_min": 232.61, "im_luma_max": 232.61, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 2.37 }, "im_entropy_mean": 2.37, "im_entropy_min": 2.37, "im_entropy_max": 2.37, "unifilter_score_qwen2_5_1_5b": 0.74951171875, "unifilter_score_qwen3_0_6b": 0.475341796875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.830123245716095, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.03281836211681366, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.031120680272579193, "text_quality_weborganizer_topic_label": "Software Dev.", "text_quality_weborganizer_topic_score": 0.46972352266311646, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.27475836873054504, "text_quality_nvidia_domain_label": "Law_and_Government", "text_quality_nvidia_domain_score": 0.9998123049736023, "text_quality_nvidia_edu_nemotron4_score": 1.341796875, "text_quality_nvidia_edu_mixtral_score": 0.85009765625, "text_quality_dclmbaseline_fasttext_score": 0.999993085861206, "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": 4.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.546875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.578125, "within_sample_repetition_detection": 4.0 }, "152": { "detoxify": 1, "length_chars": 507, "length_tokens": 2637, "length_tokens_text_only": 334, "length_tokens_trainable_only": 270, "length_images": 1, "iqa_live_mean": 0.4031589777782709, "iqa_live_min": 0.4031589777782709, "iqa_live_max": 0.4031589777782709, "iqa_csiq_mean": 0.622745931148529, "iqa_csiq_min": 0.622745931148529, "iqa_csiq_max": 0.622745931148529, "iqa_tid2013_mean": 0.2979972097608778, "iqa_tid2013_min": 0.2979972097608778, "iqa_tid2013_max": 0.2979972097608778, "iqa_kadid10k_mean": 0.3751220703125, "iqa_kadid10k_min": 0.3751220703125, "iqa_kadid10k_max": 0.3751220703125, "iqa_flive_mean": 0.6466560749092488, "iqa_flive_min": 0.6466560749092488, "iqa_flive_max": 0.6466560749092488, "iqa_spaq_mean": 0.4914936104206124, "iqa_spaq_min": 0.4914936104206124, "iqa_spaq_max": 0.4914936104206124, "iqa_clive_mean": 0.48783493041992193, "iqa_clive_min": 0.48783493041992193, "iqa_clive_max": 0.48783493041992193, "iqa_koniq10k_mean": 0.46284257522737143, "iqa_koniq10k_min": 0.46284257522737143, "iqa_koniq10k_max": 0.46284257522737143, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8481467366218567 }, { "lang": "en", "score": 0.03933801129460335 }, { "lang": "ja", "score": 0.03383487090468407 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.4031589777782709, "iqa_v2_live_min": 0.4031589777782709, "iqa_v2_live_max": 0.4031589777782709, "iqa_v2_csiq_mean": 0.622745931148529, "iqa_v2_csiq_min": 0.622745931148529, "iqa_v2_csiq_max": 0.622745931148529, "iqa_v2_tid2013_mean": 0.2979972097608778, "iqa_v2_tid2013_min": 0.2979972097608778, "iqa_v2_tid2013_max": 0.2979972097608778, "iqa_v2_kadid10k_mean": 0.3751220703125, "iqa_v2_kadid10k_min": 0.3751220703125, "iqa_v2_kadid10k_max": 0.3751220703125, "iqa_v2_flive_mean": 0.6466560749092488, "iqa_v2_flive_min": 0.6466560749092488, "iqa_v2_flive_max": 0.6466560749092488, "iqa_v2_spaq_mean": 0.4914936104206124, "iqa_v2_spaq_min": 0.4914936104206124, "iqa_v2_spaq_max": 0.4914936104206124, "iqa_v2_clive_mean": 0.48783493041992193, "iqa_v2_clive_min": 0.48783493041992193, "iqa_v2_clive_max": 0.48783493041992193, "iqa_v2_koniq10k_mean": 0.46284257522737143, "iqa_v2_koniq10k_min": 0.46284257522737143, "iqa_v2_koniq10k_max": 0.46284257522737143, "imdecont": { "jpg": 0.41447168588638306 }, "imdecont_image_match": { "jpg": 189408 }, "imdecont_max": 0.41447168588638306, "imdecont_mean": 0.41447168588638306, "imdecont_min": 0.41447168588638306, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.953125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.953125, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.953125, "clip_score_dfn_public_prev_turn_only_min": 3.18359375, "clip_score_dfn_public_prev_turn_only_mean": 3.18359375, "clip_score_dfn_public_prev_turn_only_max": 3.18359375, "clip_score_siglip2_b16_224_prev_turn_only_min": -6.9609375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -6.9609375, "clip_score_siglip2_b16_224_prev_turn_only_max": -6.9609375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.203125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.203125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.203125, "clip_score_clip_vitl14_224_next_turn_only_min": 19.609375, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.609375, "clip_score_clip_vitl14_224_next_turn_only_max": 19.609375, "clip_score_dfn_public_next_turn_only_min": 2.826171875, "clip_score_dfn_public_next_turn_only_mean": 2.826171875, "clip_score_dfn_public_next_turn_only_max": 2.826171875, "clip_score_siglip2_b16_224_next_turn_only_min": -7.1484375, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.1484375, "clip_score_siglip2_b16_224_next_turn_only_max": -7.1484375, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.515625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.515625, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 18.75, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 18.75, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 18.75, "clip_score_dfn_public_prev_and_next_turn_min": 3.97265625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.97265625, "clip_score_dfn_public_prev_and_next_turn_max": 3.97265625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.5390625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.5390625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.5390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.53125, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5463.0 }, "im_clarity_mean": 5463.0, "im_clarity_min": 5463.0, "im_clarity_max": 5463.0, "im_luma": { "jpg": 234.07 }, "im_luma_mean": 234.07, "im_luma_min": 234.07, "im_luma_max": 234.07, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 2.96 }, "im_entropy_mean": 2.96, "im_entropy_min": 2.96, "im_entropy_max": 2.96, "unifilter_score_qwen2_5_1_5b": 1.5703125, "unifilter_score_qwen3_0_6b": 3.298828125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8481467366218567, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.03933801129460335, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.03383487090468407, "text_quality_weborganizer_topic_label": "Hardware", "text_quality_weborganizer_topic_score": 0.8366143107414246, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.30342358350753784, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.8470070362091064, "text_quality_nvidia_edu_nemotron4_score": 1.7275390625, "text_quality_nvidia_edu_mixtral_score": 1.521484375, "text_quality_dclmbaseline_fasttext_score": 0.99992835521698, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 4.887580871582031e-06, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 1.990795135498047e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.609375, "within_sample_repetition_detection": 4.0 }, "147": { "detoxify": 1, "length_chars": 390, "length_tokens": 2575, "length_tokens_text_only": 271, "length_tokens_trainable_only": 200, "length_images": 1, "iqa_live_mean": 0.24185843419547026, "iqa_live_min": 0.24185843419547026, "iqa_live_max": 0.24185843419547026, "iqa_csiq_mean": 0.46332210302352905, "iqa_csiq_min": 0.46332210302352905, "iqa_csiq_max": 0.46332210302352905, "iqa_tid2013_mean": 0.20359616809421113, "iqa_tid2013_min": 0.20359616809421113, "iqa_tid2013_max": 0.20359616809421113, "iqa_kadid10k_mean": 0.2061767578125, "iqa_kadid10k_min": 0.2061767578125, "iqa_kadid10k_max": 0.2061767578125, "iqa_flive_mean": 0.5922398422703599, "iqa_flive_min": 0.5922398422703599, "iqa_flive_max": 0.5922398422703599, "iqa_spaq_mean": 0.49395782778961494, "iqa_spaq_min": 0.49395782778961494, "iqa_spaq_max": 0.49395782778961494, "iqa_clive_mean": 0.33114103837446734, "iqa_clive_min": 0.33114103837446734, "iqa_clive_max": 0.33114103837446734, "iqa_koniq10k_mean": 0.4344334843182805, "iqa_koniq10k_min": 0.4344334843182805, "iqa_koniq10k_max": 0.4344334843182805, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.7541404962539673 }, { "lang": "en", "score": 0.11371991783380508 }, { "lang": "el", "score": 0.01792970485985279 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.24185843419547026, "iqa_v2_live_min": 0.24185843419547026, "iqa_v2_live_max": 0.24185843419547026, "iqa_v2_csiq_mean": 0.46332210302352905, "iqa_v2_csiq_min": 0.46332210302352905, "iqa_v2_csiq_max": 0.46332210302352905, "iqa_v2_tid2013_mean": 0.20359616809421113, "iqa_v2_tid2013_min": 0.20359616809421113, "iqa_v2_tid2013_max": 0.20359616809421113, "iqa_v2_kadid10k_mean": 0.2061767578125, "iqa_v2_kadid10k_min": 0.2061767578125, "iqa_v2_kadid10k_max": 0.2061767578125, "iqa_v2_flive_mean": 0.5922398422703599, "iqa_v2_flive_min": 0.5922398422703599, "iqa_v2_flive_max": 0.5922398422703599, "iqa_v2_spaq_mean": 0.49395782778961494, "iqa_v2_spaq_min": 0.49395782778961494, "iqa_v2_spaq_max": 0.49395782778961494, "iqa_v2_clive_mean": 0.33114103837446734, "iqa_v2_clive_min": 0.33114103837446734, "iqa_v2_clive_max": 0.33114103837446734, "iqa_v2_koniq10k_mean": 0.4344334843182805, "iqa_v2_koniq10k_min": 0.4344334843182805, "iqa_v2_koniq10k_max": 0.4344334843182805, "imdecont": { "jpg": 0.4392552375793457 }, "imdecont_image_match": { "jpg": 215263 }, "imdecont_max": 0.4392552375793457, "imdecont_mean": 0.4392552375793457, "imdecont_min": 0.4392552375793457, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.28125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.28125, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.28125, "clip_score_dfn_public_prev_turn_only_min": 1.5546875, "clip_score_dfn_public_prev_turn_only_mean": 1.5546875, "clip_score_dfn_public_prev_turn_only_max": 1.5546875, "clip_score_siglip2_b16_224_prev_turn_only_min": -6.84375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -6.84375, "clip_score_siglip2_b16_224_prev_turn_only_max": -6.84375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.4375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.4375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.4375, "clip_score_clip_vitl14_224_next_turn_only_min": 25.34375, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.34375, "clip_score_clip_vitl14_224_next_turn_only_max": 25.34375, "clip_score_dfn_public_next_turn_only_min": 2.318359375, "clip_score_dfn_public_next_turn_only_mean": 2.318359375, "clip_score_dfn_public_next_turn_only_max": 2.318359375, "clip_score_siglip2_b16_224_next_turn_only_min": -5.9921875, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.9921875, "clip_score_siglip2_b16_224_next_turn_only_max": -5.9921875, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.3125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.3125, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.015625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.015625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.015625, "clip_score_dfn_public_prev_and_next_turn_min": 2.609375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.609375, "clip_score_dfn_public_prev_and_next_turn_max": 2.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.0625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.0625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.0625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.265625, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3713.8 }, "im_clarity_mean": 3713.8, "im_clarity_min": 3713.8, "im_clarity_max": 3713.8, "im_luma": { "jpg": 234.64 }, "im_luma_mean": 234.64, "im_luma_min": 234.64, "im_luma_max": 234.64, "im_saturation": { "jpg": 0.52 }, "im_saturation_mean": 0.52, "im_saturation_min": 0.52, "im_saturation_max": 0.52, "im_entropy": { "jpg": 2.22 }, "im_entropy_mean": 2.22, "im_entropy_min": 2.22, "im_entropy_max": 2.22, "unifilter_score_qwen2_5_1_5b": 0.7255859375, "unifilter_score_qwen3_0_6b": 0.39990234375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.7541404962539673, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.11371991783380508, "language_detection_annotation_nllb_2_lan": "el", "language_detection_annotation_nllb_2_score": 0.01792970485985279, "text_quality_weborganizer_topic_label": "Software Dev.", "text_quality_weborganizer_topic_score": 0.4355465769767761, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.23086975514888763, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.4828622341156006, "text_quality_nvidia_edu_nemotron4_score": 2.53125, "text_quality_nvidia_edu_mixtral_score": 2.365234375, "text_quality_dclmbaseline_fasttext_score": 0.9986759424209595, "text_quality_dolma3_fasttext_score": 0.9993941783905029, "custom_fasttext_val_fasttext_score": 0.00020200014114379883, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 4.398822784423828e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 5.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.90625, "within_sample_repetition_detection": 4.0 }, "150": { "detoxify": 1, "length_chars": 660, "length_tokens": 2770, "length_tokens_text_only": 466, "length_tokens_trainable_only": 407, "length_images": 1, "iqa_live_mean": 0.30088621197324805, "iqa_live_min": 0.30088621197324805, "iqa_live_max": 0.30088621197324805, "iqa_csiq_mean": 0.536198079586029, "iqa_csiq_min": 0.536198079586029, "iqa_csiq_max": 0.536198079586029, "iqa_tid2013_mean": 0.23940345976087782, "iqa_tid2013_min": 0.23940345976087782, "iqa_tid2013_max": 0.23940345976087782, "iqa_kadid10k_mean": 0.2689208984375, "iqa_kadid10k_min": 0.2689208984375, "iqa_kadid10k_max": 0.2689208984375, "iqa_flive_mean": 0.6077859281289457, "iqa_flive_min": 0.6077859281289457, "iqa_flive_max": 0.6077859281289457, "iqa_spaq_mean": 0.4814616501933397, "iqa_spaq_min": 0.4814616501933397, "iqa_spaq_max": 0.4814616501933397, "iqa_clive_mean": 0.37990997776840674, "iqa_clive_min": 0.37990997776840674, "iqa_clive_max": 0.37990997776840674, "iqa_koniq10k_mean": 0.454793332803129, "iqa_koniq10k_min": 0.454793332803129, "iqa_koniq10k_max": 0.454793332803129, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9709118604660034 }, { "lang": "en", "score": 0.0061936755664646626 }, { "lang": "ko", "score": 0.004297047387808561 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.30088621197324805, "iqa_v2_live_min": 0.30088621197324805, "iqa_v2_live_max": 0.30088621197324805, "iqa_v2_csiq_mean": 0.536198079586029, "iqa_v2_csiq_min": 0.536198079586029, "iqa_v2_csiq_max": 0.536198079586029, "iqa_v2_tid2013_mean": 0.23940345976087782, "iqa_v2_tid2013_min": 0.23940345976087782, "iqa_v2_tid2013_max": 0.23940345976087782, "iqa_v2_kadid10k_mean": 0.2689208984375, "iqa_v2_kadid10k_min": 0.2689208984375, "iqa_v2_kadid10k_max": 0.2689208984375, "iqa_v2_flive_mean": 0.6077859281289457, "iqa_v2_flive_min": 0.6077859281289457, "iqa_v2_flive_max": 0.6077859281289457, "iqa_v2_spaq_mean": 0.4814616501933397, "iqa_v2_spaq_min": 0.4814616501933397, "iqa_v2_spaq_max": 0.4814616501933397, "iqa_v2_clive_mean": 0.37990997776840674, "iqa_v2_clive_min": 0.37990997776840674, "iqa_v2_clive_max": 0.37990997776840674, "iqa_v2_koniq10k_mean": 0.454793332803129, "iqa_v2_koniq10k_min": 0.454793332803129, "iqa_v2_koniq10k_max": 0.454793332803129, "imdecont": { "jpg": 0.48160409927368164 }, "imdecont_image_match": { "jpg": 189879 }, "imdecont_max": 0.48160409927368164, "imdecont_mean": 0.48160409927368164, "imdecont_min": 0.48160409927368164, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.34375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.34375, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.34375, "clip_score_dfn_public_prev_turn_only_min": 2.16796875, "clip_score_dfn_public_prev_turn_only_mean": 2.16796875, "clip_score_dfn_public_prev_turn_only_max": 2.16796875, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.15625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.15625, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.15625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.203125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.203125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.203125, "clip_score_clip_vitl14_224_next_turn_only_min": 26.921875, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.921875, "clip_score_clip_vitl14_224_next_turn_only_max": 26.921875, "clip_score_dfn_public_next_turn_only_min": 2.5703125, "clip_score_dfn_public_next_turn_only_mean": 2.5703125, "clip_score_dfn_public_next_turn_only_max": 2.5703125, "clip_score_siglip2_b16_224_next_turn_only_min": -9.578125, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.578125, "clip_score_siglip2_b16_224_next_turn_only_max": -9.578125, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.171875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.171875, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.25, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.25, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.25, "clip_score_dfn_public_prev_and_next_turn_min": 3.51171875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.51171875, "clip_score_dfn_public_prev_and_next_turn_max": 3.51171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -11.375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -11.375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -11.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.421875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5539.89 }, "im_clarity_mean": 5539.89, "im_clarity_min": 5539.89, "im_clarity_max": 5539.89, "im_luma": { "jpg": 233.96 }, "im_luma_mean": 233.96, "im_luma_min": 233.96, "im_luma_max": 233.96, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 2.48 }, "im_entropy_mean": 2.48, "im_entropy_min": 2.48, "im_entropy_max": 2.48, "unifilter_score_qwen2_5_1_5b": 0.90869140625, "unifilter_score_qwen3_0_6b": 2.1328125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9709118604660034, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.0061936755664646626, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.004297047387808561, "text_quality_weborganizer_topic_label": "Social Life", "text_quality_weborganizer_topic_score": 0.3404870629310608, "text_quality_weborganizer_format_label": "Creative Writing", "text_quality_weborganizer_format_score": 0.6520770192146301, "text_quality_nvidia_domain_label": "Adult", "text_quality_nvidia_domain_score": 0.4728356897830963, "text_quality_nvidia_edu_nemotron4_score": 0.36279296875, "text_quality_nvidia_edu_mixtral_score": 0.2408447265625, "text_quality_dclmbaseline_fasttext_score": 0.6398271322250366, "text_quality_dolma3_fasttext_score": 0.15159207582473755, "custom_fasttext_val_fasttext_score": 2.9921531677246094e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0, "custom_fasttext_core_clean_fasttext_score": 2.6941299438476562e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.40625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.15625, "within_sample_repetition_detection": 4.0 }, "153": { "detoxify": 1, "length_chars": 510, "length_tokens": 2651, "length_tokens_text_only": 347, "length_tokens_trainable_only": 283, "length_images": 1, "iqa_live_mean": 0.3958199626267558, "iqa_live_min": 0.3958199626267558, "iqa_live_max": 0.3958199626267558, "iqa_csiq_mean": 0.628849446773529, "iqa_csiq_min": 0.628849446773529, "iqa_csiq_max": 0.628849446773529, "iqa_tid2013_mean": 0.25459443198310006, "iqa_tid2013_min": 0.25459443198310006, "iqa_tid2013_max": 0.25459443198310006, "iqa_kadid10k_mean": 0.3062744140625, "iqa_kadid10k_min": 0.3062744140625, "iqa_kadid10k_max": 0.3062744140625, "iqa_flive_mean": 0.6387523304332386, "iqa_flive_min": 0.6387523304332386, "iqa_flive_max": 0.6387523304332386, "iqa_spaq_mean": 0.49722968207465285, "iqa_spaq_min": 0.49722968207465285, "iqa_spaq_max": 0.49722968207465285, "iqa_clive_mean": 0.5504434373643664, "iqa_clive_min": 0.5504434373643664, "iqa_clive_max": 0.5504434373643664, "iqa_koniq10k_mean": 0.453688534823331, "iqa_koniq10k_min": 0.453688534823331, "iqa_koniq10k_max": 0.453688534823331, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9047841429710388 }, { "lang": "en", "score": 0.03387266770005226 }, { "lang": "ja", "score": 0.014393010176718235 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3958199626267558, "iqa_v2_live_min": 0.3958199626267558, "iqa_v2_live_max": 0.3958199626267558, "iqa_v2_csiq_mean": 0.628849446773529, "iqa_v2_csiq_min": 0.628849446773529, "iqa_v2_csiq_max": 0.628849446773529, "iqa_v2_tid2013_mean": 0.25459443198310006, "iqa_v2_tid2013_min": 0.25459443198310006, "iqa_v2_tid2013_max": 0.25459443198310006, "iqa_v2_kadid10k_mean": 0.3062744140625, "iqa_v2_kadid10k_min": 0.3062744140625, "iqa_v2_kadid10k_max": 0.3062744140625, "iqa_v2_flive_mean": 0.6387523304332386, "iqa_v2_flive_min": 0.6387523304332386, "iqa_v2_flive_max": 0.6387523304332386, "iqa_v2_spaq_mean": 0.49722968207465285, "iqa_v2_spaq_min": 0.49722968207465285, "iqa_v2_spaq_max": 0.49722968207465285, "iqa_v2_clive_mean": 0.5504434373643664, "iqa_v2_clive_min": 0.5504434373643664, "iqa_v2_clive_max": 0.5504434373643664, "iqa_v2_koniq10k_mean": 0.453688534823331, "iqa_v2_koniq10k_min": 0.453688534823331, "iqa_v2_koniq10k_max": 0.453688534823331, "imdecont": { "jpg": 0.4020538330078125 }, "imdecont_image_match": { "jpg": 73099 }, "imdecont_max": 0.4020538330078125, "imdecont_mean": 0.4020538330078125, "imdecont_min": 0.4020538330078125, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.265625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.265625, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.265625, "clip_score_dfn_public_prev_turn_only_min": 3.451171875, "clip_score_dfn_public_prev_turn_only_mean": 3.451171875, "clip_score_dfn_public_prev_turn_only_max": 3.451171875, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.3046875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.3046875, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.3046875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.140625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.140625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.140625, "clip_score_clip_vitl14_224_next_turn_only_min": 23.5, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.5, "clip_score_clip_vitl14_224_next_turn_only_max": 23.5, "clip_score_dfn_public_next_turn_only_min": 2.970703125, "clip_score_dfn_public_next_turn_only_mean": 2.970703125, "clip_score_dfn_public_next_turn_only_max": 2.970703125, "clip_score_siglip2_b16_224_next_turn_only_min": -9.109375, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.109375, "clip_score_siglip2_b16_224_next_turn_only_max": -9.109375, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.34375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.34375, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.84375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.84375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.84375, "clip_score_dfn_public_prev_and_next_turn_min": 3.271484375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.271484375, "clip_score_dfn_public_prev_and_next_turn_max": 3.271484375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -7.234375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -7.234375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -7.234375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.34375, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 9520.2 }, "im_clarity_mean": 9520.2, "im_clarity_min": 9520.2, "im_clarity_max": 9520.2, "im_luma": { "jpg": 226.33 }, "im_luma_mean": 226.33, "im_luma_min": 226.33, "im_luma_max": 226.33, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 3.2 }, "im_entropy_mean": 3.2, "im_entropy_min": 3.2, "im_entropy_max": 3.2, "unifilter_score_qwen2_5_1_5b": 1.67578125, "unifilter_score_qwen3_0_6b": 0.51806640625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9047841429710388, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.03387266770005226, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.014393010176718235, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.9860994219779968, "text_quality_weborganizer_format_label": "News Article", "text_quality_weborganizer_format_score": 0.5342379212379456, "text_quality_nvidia_domain_label": "Law_and_Government", "text_quality_nvidia_domain_score": 0.6559791564941406, "text_quality_nvidia_edu_nemotron4_score": 1.2412109375, "text_quality_nvidia_edu_mixtral_score": 0.767578125, "text_quality_dclmbaseline_fasttext_score": 0.9560626745223999, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 4.8279762268066406e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0006033182144165039, "custom_fasttext_core_clean_fasttext_score": 1.7881393432617188e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.328125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.109375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.21875, "within_sample_repetition_detection": 4.0 }, "157": { "detoxify": 1, "length_chars": 374, "length_tokens": 2630, "length_tokens_text_only": 327, "length_tokens_trainable_only": 268, "length_images": 1, "iqa_live_mean": 0.29125868672072275, "iqa_live_min": 0.29125868672072275, "iqa_live_max": 0.29125868672072275, "iqa_csiq_mean": 0.39925044775009155, "iqa_csiq_min": 0.39925044775009155, "iqa_csiq_max": 0.39925044775009155, "iqa_tid2013_mean": 0.3152498139275445, "iqa_tid2013_min": 0.3152498139275445, "iqa_tid2013_max": 0.3152498139275445, "iqa_kadid10k_mean": 0.1873779296875, "iqa_kadid10k_min": 0.1873779296875, "iqa_kadid10k_max": 0.1873779296875, "iqa_flive_mean": 0.5879784786339962, "iqa_flive_min": 0.5879784786339962, "iqa_flive_max": 0.5879784786339962, "iqa_spaq_mean": 0.539068973425663, "iqa_spaq_min": 0.539068973425663, "iqa_spaq_max": 0.539068973425663, "iqa_clive_mean": 0.4759780806724472, "iqa_clive_min": 0.4759780806724472, "iqa_clive_max": 0.4759780806724472, "iqa_koniq10k_mean": 0.4670250247223209, "iqa_koniq10k_min": 0.4670250247223209, "iqa_koniq10k_max": 0.4670250247223209, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8838849067687988 }, { "lang": "en", "score": 0.024629022926092148 }, { "lang": "ko", "score": 0.02291642688214779 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.29125868672072275, "iqa_v2_live_min": 0.29125868672072275, "iqa_v2_live_max": 0.29125868672072275, "iqa_v2_csiq_mean": 0.39925044775009155, "iqa_v2_csiq_min": 0.39925044775009155, "iqa_v2_csiq_max": 0.39925044775009155, "iqa_v2_tid2013_mean": 0.3152498139275445, "iqa_v2_tid2013_min": 0.3152498139275445, "iqa_v2_tid2013_max": 0.3152498139275445, "iqa_v2_kadid10k_mean": 0.1873779296875, "iqa_v2_kadid10k_min": 0.1873779296875, "iqa_v2_kadid10k_max": 0.1873779296875, "iqa_v2_flive_mean": 0.5879784786339962, "iqa_v2_flive_min": 0.5879784786339962, "iqa_v2_flive_max": 0.5879784786339962, "iqa_v2_spaq_mean": 0.539068973425663, "iqa_v2_spaq_min": 0.539068973425663, "iqa_v2_spaq_max": 0.539068973425663, "iqa_v2_clive_mean": 0.4759780806724472, "iqa_v2_clive_min": 0.4759780806724472, "iqa_v2_clive_max": 0.4759780806724472, "iqa_v2_koniq10k_mean": 0.4670250247223209, "iqa_v2_koniq10k_min": 0.4670250247223209, "iqa_v2_koniq10k_max": 0.4670250247223209, "imdecont": { "jpg": 0.45845353603363037 }, "imdecont_image_match": { "jpg": 189408 }, "imdecont_max": 0.45845353603363037, "imdecont_mean": 0.45845353603363037, "imdecont_min": 0.45845353603363037, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.203125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.203125, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.203125, "clip_score_dfn_public_prev_turn_only_min": 2.2734375, "clip_score_dfn_public_prev_turn_only_mean": 2.2734375, "clip_score_dfn_public_prev_turn_only_max": 2.2734375, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.859375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.859375, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.859375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.0625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.0625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.0625, "clip_score_clip_vitl14_224_next_turn_only_min": 20.609375, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.609375, "clip_score_clip_vitl14_224_next_turn_only_max": 20.609375, "clip_score_dfn_public_next_turn_only_min": 2.25390625, "clip_score_dfn_public_next_turn_only_mean": 2.25390625, "clip_score_dfn_public_next_turn_only_max": 2.25390625, "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": 20.953125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.953125, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.53125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.53125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.53125, "clip_score_dfn_public_prev_and_next_turn_min": 2.841796875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.841796875, "clip_score_dfn_public_prev_and_next_turn_max": 2.841796875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -8.09375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -8.09375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -8.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.078125, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1227.78 }, "im_clarity_mean": 1227.78, "im_clarity_min": 1227.78, "im_clarity_max": 1227.78, "im_luma": { "jpg": 141.68 }, "im_luma_mean": 141.68, "im_luma_min": 141.68, "im_luma_max": 141.68, "im_saturation": { "jpg": 0.05 }, "im_saturation_mean": 0.05, "im_saturation_min": 0.05, "im_saturation_max": 0.05, "im_entropy": { "jpg": 2.19 }, "im_entropy_mean": 2.19, "im_entropy_min": 2.19, "im_entropy_max": 2.19, "unifilter_score_qwen2_5_1_5b": 2.525390625, "unifilter_score_qwen3_0_6b": 4.58984375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8838849067687988, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.024629022926092148, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.02291642688214779, "text_quality_weborganizer_topic_label": "Literature", "text_quality_weborganizer_topic_score": 0.5300347805023193, "text_quality_weborganizer_format_label": "Creative Writing", "text_quality_weborganizer_format_score": 0.5222866535186768, "text_quality_nvidia_domain_label": "Books_and_Literature", "text_quality_nvidia_domain_score": 0.9995856881141663, "text_quality_nvidia_edu_nemotron4_score": 0.73828125, "text_quality_nvidia_edu_mixtral_score": 0.19091796875, "text_quality_dclmbaseline_fasttext_score": 0.36738890409469604, "text_quality_dolma3_fasttext_score": 0.01715773344039917, "custom_fasttext_val_fasttext_score": 3.600120544433594e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0, "custom_fasttext_core_clean_fasttext_score": 0.0004151463508605957, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.5, "within_sample_repetition_detection": 4.0 }, "148": { "detoxify": 1, "length_chars": 424, "length_tokens": 2624, "length_tokens_text_only": 320, "length_tokens_trainable_only": 256, "length_images": 1, "iqa_live_mean": 0.4220194575762507, "iqa_live_min": 0.4220194575762507, "iqa_live_max": 0.4220194575762507, "iqa_csiq_mean": 0.593937337398529, "iqa_csiq_min": 0.593937337398529, "iqa_csiq_max": 0.593937337398529, "iqa_tid2013_mean": 0.3493209944831, "iqa_tid2013_min": 0.3493209944831, "iqa_tid2013_max": 0.3493209944831, "iqa_kadid10k_mean": 0.3367919921875, "iqa_kadid10k_min": 0.3367919921875, "iqa_kadid10k_max": 0.3367919921875, "iqa_flive_mean": 0.583362001361269, "iqa_flive_min": 0.583362001361269, "iqa_flive_max": 0.583362001361269, "iqa_spaq_mean": 0.41750173857717804, "iqa_spaq_min": 0.41750173857717804, "iqa_spaq_max": 0.41750173857717804, "iqa_clive_mean": 0.3229339676673966, "iqa_clive_min": 0.3229339676673966, "iqa_clive_max": 0.3229339676673966, "iqa_koniq10k_mean": 0.4544776762374724, "iqa_koniq10k_min": 0.4544776762374724, "iqa_koniq10k_max": 0.4544776762374724, "zero_sequence_filter": 3, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.750117838382721 }, { "lang": "en", "score": 0.08688970655202866 }, { "lang": "ja", "score": 0.05804556980729103 } ], "digit_sequence_filter": 3, "iqa_v2_live_mean": 0.4220194575762507, "iqa_v2_live_min": 0.4220194575762507, "iqa_v2_live_max": 0.4220194575762507, "iqa_v2_csiq_mean": 0.593937337398529, "iqa_v2_csiq_min": 0.593937337398529, "iqa_v2_csiq_max": 0.593937337398529, "iqa_v2_tid2013_mean": 0.3493209944831, "iqa_v2_tid2013_min": 0.3493209944831, "iqa_v2_tid2013_max": 0.3493209944831, "iqa_v2_kadid10k_mean": 0.3367919921875, "iqa_v2_kadid10k_min": 0.3367919921875, "iqa_v2_kadid10k_max": 0.3367919921875, "iqa_v2_flive_mean": 0.583362001361269, "iqa_v2_flive_min": 0.583362001361269, "iqa_v2_flive_max": 0.583362001361269, "iqa_v2_spaq_mean": 0.41750173857717804, "iqa_v2_spaq_min": 0.41750173857717804, "iqa_v2_spaq_max": 0.41750173857717804, "iqa_v2_clive_mean": 0.3229339676673966, "iqa_v2_clive_min": 0.3229339676673966, "iqa_v2_clive_max": 0.3229339676673966, "iqa_v2_koniq10k_mean": 0.4544776762374724, "iqa_v2_koniq10k_min": 0.4544776762374724, "iqa_v2_koniq10k_max": 0.4544776762374724, "imdecont": { "jpg": 0.32537806034088135 }, "imdecont_image_match": { "jpg": 189452 }, "imdecont_max": 0.32537806034088135, "imdecont_mean": 0.32537806034088135, "imdecont_min": 0.32537806034088135, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.03125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.03125, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.03125, "clip_score_dfn_public_prev_turn_only_min": 1.8486328125, "clip_score_dfn_public_prev_turn_only_mean": 1.8486328125, "clip_score_dfn_public_prev_turn_only_max": 1.8486328125, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.625, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.515625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.515625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.515625, "clip_score_clip_vitl14_224_next_turn_only_min": 24.671875, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.671875, "clip_score_clip_vitl14_224_next_turn_only_max": 24.671875, "clip_score_dfn_public_next_turn_only_min": 2.802734375, "clip_score_dfn_public_next_turn_only_mean": 2.802734375, "clip_score_dfn_public_next_turn_only_max": 2.802734375, "clip_score_siglip2_b16_224_next_turn_only_min": -2.2109375, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.2109375, "clip_score_siglip2_b16_224_next_turn_only_max": -2.2109375, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.640625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.640625, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.90625, "clip_score_dfn_public_prev_and_next_turn_min": 1.9091796875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.9091796875, "clip_score_dfn_public_prev_and_next_turn_max": 1.9091796875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.625, "im_height": { "jpg": 2208 }, "im_height_mean": 2208.0, "im_height_min": 2208, "im_height_max": 2208, "im_width": { "jpg": 1242 }, "im_width_mean": 1242.0, "im_width_min": 1242, "im_width_max": 1242, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 8034.19 }, "im_kilobytes_mean": 8034.19, "im_kilobytes_min": 8034.19, "im_kilobytes_max": 8034.19, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1086.77 }, "im_clarity_mean": 1086.77, "im_clarity_min": 1086.77, "im_clarity_max": 1086.77, "im_luma": { "jpg": 224.27 }, "im_luma_mean": 224.27, "im_luma_min": 224.27, "im_luma_max": 224.27, "im_saturation": { "jpg": 23.72 }, "im_saturation_mean": 23.72, "im_saturation_min": 23.72, "im_saturation_max": 23.72, "im_entropy": { "jpg": 2.68 }, "im_entropy_mean": 2.68, "im_entropy_min": 2.68, "im_entropy_max": 2.68, "unifilter_score_qwen2_5_1_5b": 2.376953125, "unifilter_score_qwen3_0_6b": -0.013641357421875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.750117838382721, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.08688970655202866, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.05804556980729103, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.6141785383224487, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.4688003361225128, "text_quality_nvidia_domain_label": "Finance", "text_quality_nvidia_domain_score": 0.9999572038650513, "text_quality_nvidia_edu_nemotron4_score": 1.248046875, "text_quality_nvidia_edu_mixtral_score": 0.70361328125, "text_quality_dclmbaseline_fasttext_score": 0.38632702827453613, "text_quality_dolma3_fasttext_score": 0.9999856948852539, "custom_fasttext_val_fasttext_score": 6.937980651855469e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 8.90493392944336e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.53125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.15625, "within_sample_repetition_detection": 4.0 }, "130": { "detoxify": 1, "length_chars": 492, "length_tokens": 2626, "length_tokens_text_only": 323, "length_tokens_trainable_only": 258, "length_images": 1, "iqa_live_mean": 0.3609398735894097, "iqa_live_min": 0.3609398735894097, "iqa_live_max": 0.3609398735894097, "iqa_csiq_mean": 0.606998860836029, "iqa_csiq_min": 0.606998860836029, "iqa_csiq_max": 0.606998860836029, "iqa_tid2013_mean": 0.2613218625386556, "iqa_tid2013_min": 0.2613218625386556, "iqa_tid2013_max": 0.2613218625386556, "iqa_kadid10k_mean": 0.3316650390625, "iqa_kadid10k_min": 0.3316650390625, "iqa_kadid10k_max": 0.3316650390625, "iqa_flive_mean": 0.6404446688565342, "iqa_flive_min": 0.6404446688565342, "iqa_flive_max": 0.6404446688565342, "iqa_spaq_mean": 0.49636039348563765, "iqa_spaq_min": 0.49636039348563765, "iqa_spaq_max": 0.49636039348563765, "iqa_clive_mean": 0.5033514234754775, "iqa_clive_min": 0.5033514234754775, "iqa_clive_max": 0.5033514234754775, "iqa_koniq10k_mean": 0.43451239845969464, "iqa_koniq10k_min": 0.43451239845969464, "iqa_koniq10k_max": 0.43451239845969464, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8475948572158813 }, { "lang": "en", "score": 0.049262553453445435 }, { "lang": "ko", "score": 0.020388774573802948 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3609398735894097, "iqa_v2_live_min": 0.3609398735894097, "iqa_v2_live_max": 0.3609398735894097, "iqa_v2_csiq_mean": 0.606998860836029, "iqa_v2_csiq_min": 0.606998860836029, "iqa_v2_csiq_max": 0.606998860836029, "iqa_v2_tid2013_mean": 0.2613218625386556, "iqa_v2_tid2013_min": 0.2613218625386556, "iqa_v2_tid2013_max": 0.2613218625386556, "iqa_v2_kadid10k_mean": 0.3316650390625, "iqa_v2_kadid10k_min": 0.3316650390625, "iqa_v2_kadid10k_max": 0.3316650390625, "iqa_v2_flive_mean": 0.6404446688565342, "iqa_v2_flive_min": 0.6404446688565342, "iqa_v2_flive_max": 0.6404446688565342, "iqa_v2_spaq_mean": 0.49636039348563765, "iqa_v2_spaq_min": 0.49636039348563765, "iqa_v2_spaq_max": 0.49636039348563765, "iqa_v2_clive_mean": 0.5033514234754775, "iqa_v2_clive_min": 0.5033514234754775, "iqa_v2_clive_max": 0.5033514234754775, "iqa_v2_koniq10k_mean": 0.43451239845969464, "iqa_v2_koniq10k_min": 0.43451239845969464, "iqa_v2_koniq10k_max": 0.43451239845969464, "imdecont": { "jpg": 0.39460861682891846 }, "imdecont_image_match": { "jpg": 215263 }, "imdecont_max": 0.39460861682891846, "imdecont_mean": 0.39460861682891846, "imdecont_min": 0.39460861682891846, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.25, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.25, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.25, "clip_score_dfn_public_prev_turn_only_min": 2.91796875, "clip_score_dfn_public_prev_turn_only_mean": 2.91796875, "clip_score_dfn_public_prev_turn_only_max": 2.91796875, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.5625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.5625, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.5625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.65625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.65625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.65625, "clip_score_clip_vitl14_224_next_turn_only_min": 22.390625, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.390625, "clip_score_clip_vitl14_224_next_turn_only_max": 22.390625, "clip_score_dfn_public_next_turn_only_min": 2.681640625, "clip_score_dfn_public_next_turn_only_mean": 2.681640625, "clip_score_dfn_public_next_turn_only_max": 2.681640625, "clip_score_siglip2_b16_224_next_turn_only_min": -5.421875, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.421875, "clip_score_siglip2_b16_224_next_turn_only_max": -5.421875, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.828125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.828125, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.765625, "clip_score_dfn_public_prev_and_next_turn_min": 3.8125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.8125, "clip_score_dfn_public_prev_and_next_turn_max": 3.8125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -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": 21.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.515625, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5979.93 }, "im_clarity_mean": 5979.93, "im_clarity_min": 5979.93, "im_clarity_max": 5979.93, "im_luma": { "jpg": 231.69 }, "im_luma_mean": 231.69, "im_luma_min": 231.69, "im_luma_max": 231.69, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 3.06 }, "im_entropy_mean": 3.06, "im_entropy_min": 3.06, "im_entropy_max": 3.06, "unifilter_score_qwen2_5_1_5b": 1.3427734375, "unifilter_score_qwen3_0_6b": 0.89111328125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8475948572158813, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.049262553453445435, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.020388774573802948, "text_quality_weborganizer_topic_label": "Crime & Law", "text_quality_weborganizer_topic_score": 0.6884793043136597, "text_quality_weborganizer_format_label": "News Article", "text_quality_weborganizer_format_score": 0.32905909419059753, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.9888739585876465, "text_quality_nvidia_edu_nemotron4_score": 1.2333984375, "text_quality_nvidia_edu_mixtral_score": 0.75634765625, "text_quality_dclmbaseline_fasttext_score": 0.9960672855377197, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 2.8252601623535156e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 4.076957702636719e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.15625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.3125, "within_sample_repetition_detection": 4.0 }, "146": { "detoxify": 1, "length_chars": 371, "length_tokens": 2578, "length_tokens_text_only": 275, "length_tokens_trainable_only": 211, "length_images": 1, "iqa_live_mean": 0.34555161601365214, "iqa_live_min": 0.34555161601365214, "iqa_live_max": 0.34555161601365214, "iqa_csiq_mean": 0.583439290523529, "iqa_csiq_min": 0.583439290523529, "iqa_csiq_max": 0.583439290523529, "iqa_tid2013_mean": 0.2850848833719889, "iqa_tid2013_min": 0.2850848833719889, "iqa_tid2013_max": 0.2850848833719889, "iqa_kadid10k_mean": 0.3382568359375, "iqa_kadid10k_min": 0.3382568359375, "iqa_kadid10k_max": 0.3382568359375, "iqa_flive_mean": 0.61405960237137, "iqa_flive_min": 0.61405960237137, "iqa_flive_max": 0.61405960237137, "iqa_spaq_mean": 0.6154184052438447, "iqa_spaq_min": 0.6154184052438447, "iqa_spaq_max": 0.6154184052438447, "iqa_clive_mean": 0.43921395504113403, "iqa_clive_min": 0.43921395504113403, "iqa_clive_max": 0.43921395504113403, "iqa_koniq10k_mean": 0.47799409037888657, "iqa_koniq10k_min": 0.47799409037888657, "iqa_koniq10k_max": 0.47799409037888657, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8637941479682922 }, { "lang": "en", "score": 0.030361944809556007 }, { "lang": "ja", "score": 0.024484829977154732 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.34555161601365214, "iqa_v2_live_min": 0.34555161601365214, "iqa_v2_live_max": 0.34555161601365214, "iqa_v2_csiq_mean": 0.583439290523529, "iqa_v2_csiq_min": 0.583439290523529, "iqa_v2_csiq_max": 0.583439290523529, "iqa_v2_tid2013_mean": 0.2850848833719889, "iqa_v2_tid2013_min": 0.2850848833719889, "iqa_v2_tid2013_max": 0.2850848833719889, "iqa_v2_kadid10k_mean": 0.3382568359375, "iqa_v2_kadid10k_min": 0.3382568359375, "iqa_v2_kadid10k_max": 0.3382568359375, "iqa_v2_flive_mean": 0.61405960237137, "iqa_v2_flive_min": 0.61405960237137, "iqa_v2_flive_max": 0.61405960237137, "iqa_v2_spaq_mean": 0.6154184052438447, "iqa_v2_spaq_min": 0.6154184052438447, "iqa_v2_spaq_max": 0.6154184052438447, "iqa_v2_clive_mean": 0.43921395504113403, "iqa_v2_clive_min": 0.43921395504113403, "iqa_v2_clive_max": 0.43921395504113403, "iqa_v2_koniq10k_mean": 0.47799409037888657, "iqa_v2_koniq10k_min": 0.47799409037888657, "iqa_v2_koniq10k_max": 0.47799409037888657, "imdecont": { "jpg": 0.32338088750839233 }, "imdecont_image_match": { "jpg": 189358 }, "imdecont_max": 0.32338088750839233, "imdecont_mean": 0.32338088750839233, "imdecont_min": 0.32338088750839233, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.25, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.25, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.25, "clip_score_dfn_public_prev_turn_only_min": 3.318359375, "clip_score_dfn_public_prev_turn_only_mean": 3.318359375, "clip_score_dfn_public_prev_turn_only_max": 3.318359375, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.828125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.828125, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.828125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.140625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.140625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.140625, "clip_score_clip_vitl14_224_next_turn_only_min": 24.703125, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.703125, "clip_score_clip_vitl14_224_next_turn_only_max": 24.703125, "clip_score_dfn_public_next_turn_only_min": 2.005859375, "clip_score_dfn_public_next_turn_only_mean": 2.005859375, "clip_score_dfn_public_next_turn_only_max": 2.005859375, "clip_score_siglip2_b16_224_next_turn_only_min": -8.234375, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.234375, "clip_score_siglip2_b16_224_next_turn_only_max": -8.234375, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.3125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.3125, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.40625, "clip_score_dfn_public_prev_and_next_turn_min": 2.728515625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.728515625, "clip_score_dfn_public_prev_and_next_turn_max": 2.728515625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.0078125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.0078125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.0078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.796875, "im_height": { "jpg": 1334 }, "im_height_mean": 1334.0, "im_height_min": 1334, "im_height_max": 1334, "im_width": { "jpg": 750 }, "im_width_mean": 750.0, "im_width_min": 750, "im_width_max": 750, "im_ar": { "jpg": 0.5622 }, "im_ar_mean": 0.5622, "im_ar_min": 0.5622, "im_ar_max": 0.5622, "im_kilobytes": { "jpg": 2931.15 }, "im_kilobytes_mean": 2931.15, "im_kilobytes_min": 2931.15, "im_kilobytes_max": 2931.15, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4395.67 }, "im_clarity_mean": 4395.67, "im_clarity_min": 4395.67, "im_clarity_max": 4395.67, "im_luma": { "jpg": 202.38 }, "im_luma_mean": 202.38, "im_luma_min": 202.38, "im_luma_max": 202.38, "im_saturation": { "jpg": 19.47 }, "im_saturation_mean": 19.47, "im_saturation_min": 19.47, "im_saturation_max": 19.47, "im_entropy": { "jpg": 3.7 }, "im_entropy_mean": 3.7, "im_entropy_min": 3.7, "im_entropy_max": 3.7, "unifilter_score_qwen2_5_1_5b": 3.23828125, "unifilter_score_qwen3_0_6b": 3.74609375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8637941479682922, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.030361944809556007, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.024484829977154732, "text_quality_weborganizer_topic_label": "Software Dev.", "text_quality_weborganizer_topic_score": 0.35564571619033813, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.42094048857688904, "text_quality_nvidia_domain_label": "Travel_and_Transportation", "text_quality_nvidia_domain_score": 0.7966631650924683, "text_quality_nvidia_edu_nemotron4_score": 1.5986328125, "text_quality_nvidia_edu_mixtral_score": 1.0400390625, "text_quality_dclmbaseline_fasttext_score": 0.9465749263763428, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 3.4809112548828125e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0001475811004638672, "custom_fasttext_core_clean_fasttext_score": 2.6345252990722656e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.4375, "within_sample_repetition_detection": 4.0 }, "122": { "detoxify": 1, "length_chars": 369, "length_tokens": 2589, "length_tokens_text_only": 285, "length_tokens_trainable_only": 221, "length_images": 1, "iqa_live_mean": 0.2535377271247632, "iqa_live_min": 0.2535377271247632, "iqa_live_max": 0.2535377271247632, "iqa_csiq_mean": 0.47140926122665405, "iqa_csiq_min": 0.47140926122665405, "iqa_csiq_max": 0.47140926122665405, "iqa_tid2013_mean": 0.18753714031643337, "iqa_tid2013_min": 0.18753714031643337, "iqa_tid2013_max": 0.18753714031643337, "iqa_kadid10k_mean": 0.2274169921875, "iqa_kadid10k_min": 0.2274169921875, "iqa_kadid10k_max": 0.2274169921875, "iqa_flive_mean": 0.596225006411774, "iqa_flive_min": 0.596225006411774, "iqa_flive_max": 0.596225006411774, "iqa_spaq_mean": 0.4927599357836175, "iqa_spaq_min": 0.4927599357836175, "iqa_spaq_max": 0.4927599357836175, "iqa_clive_mean": 0.3608127555461845, "iqa_clive_min": 0.3608127555461845, "iqa_clive_max": 0.3608127555461845, "iqa_koniq10k_mean": 0.4753899237122199, "iqa_koniq10k_min": 0.4753899237122199, "iqa_koniq10k_max": 0.4753899237122199, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.7186285853385925 }, { "lang": "en", "score": 0.09563306719064713 }, { "lang": "ko", "score": 0.03372092545032501 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.2535377271247632, "iqa_v2_live_min": 0.2535377271247632, "iqa_v2_live_max": 0.2535377271247632, "iqa_v2_csiq_mean": 0.47140926122665405, "iqa_v2_csiq_min": 0.47140926122665405, "iqa_v2_csiq_max": 0.47140926122665405, "iqa_v2_tid2013_mean": 0.18753714031643337, "iqa_v2_tid2013_min": 0.18753714031643337, "iqa_v2_tid2013_max": 0.18753714031643337, "iqa_v2_kadid10k_mean": 0.2274169921875, "iqa_v2_kadid10k_min": 0.2274169921875, "iqa_v2_kadid10k_max": 0.2274169921875, "iqa_v2_flive_mean": 0.596225006411774, "iqa_v2_flive_min": 0.596225006411774, "iqa_v2_flive_max": 0.596225006411774, "iqa_v2_spaq_mean": 0.4927599357836175, "iqa_v2_spaq_min": 0.4927599357836175, "iqa_v2_spaq_max": 0.4927599357836175, "iqa_v2_clive_mean": 0.3608127555461845, "iqa_v2_clive_min": 0.3608127555461845, "iqa_v2_clive_max": 0.3608127555461845, "iqa_v2_koniq10k_mean": 0.4753899237122199, "iqa_v2_koniq10k_min": 0.4753899237122199, "iqa_v2_koniq10k_max": 0.4753899237122199, "imdecont": { "jpg": 0.42856550216674805 }, "imdecont_image_match": { "jpg": 215263 }, "imdecont_max": 0.42856550216674805, "imdecont_mean": 0.42856550216674805, "imdecont_min": 0.42856550216674805, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.046875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.046875, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.046875, "clip_score_dfn_public_prev_turn_only_min": 1.783203125, "clip_score_dfn_public_prev_turn_only_mean": 1.783203125, "clip_score_dfn_public_prev_turn_only_max": 1.783203125, "clip_score_siglip2_b16_224_prev_turn_only_min": -10.015625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -10.015625, "clip_score_siglip2_b16_224_prev_turn_only_max": -10.015625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.578125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.578125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.578125, "clip_score_clip_vitl14_224_next_turn_only_min": 23.703125, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.703125, "clip_score_clip_vitl14_224_next_turn_only_max": 23.703125, "clip_score_dfn_public_next_turn_only_min": 3.23828125, "clip_score_dfn_public_next_turn_only_mean": 3.23828125, "clip_score_dfn_public_next_turn_only_max": 3.23828125, "clip_score_siglip2_b16_224_next_turn_only_min": -4.9921875, "clip_score_siglip2_b16_224_next_turn_only_mean": -4.9921875, "clip_score_siglip2_b16_224_next_turn_only_max": -4.9921875, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.90625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.90625, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.28125, "clip_score_dfn_public_prev_and_next_turn_min": 3.05859375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.05859375, "clip_score_dfn_public_prev_and_next_turn_max": 3.05859375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.2265625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.2265625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.2265625, "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": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3561.97 }, "im_clarity_mean": 3561.97, "im_clarity_min": 3561.97, "im_clarity_max": 3561.97, "im_luma": { "jpg": 235.65 }, "im_luma_mean": 235.65, "im_luma_min": 235.65, "im_luma_max": 235.65, "im_saturation": { "jpg": 0.13 }, "im_saturation_mean": 0.13, "im_saturation_min": 0.13, "im_saturation_max": 0.13, "im_entropy": { "jpg": 2.11 }, "im_entropy_mean": 2.11, "im_entropy_min": 2.11, "im_entropy_max": 2.11, "unifilter_score_qwen2_5_1_5b": -0.6982421875, "unifilter_score_qwen3_0_6b": 0.416259765625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.7186285853385925, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.09563306719064713, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.03372092545032501, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.579706609249115, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.4704034626483917, "text_quality_nvidia_domain_label": "Law_and_Government", "text_quality_nvidia_domain_score": 0.9991046786308289, "text_quality_nvidia_edu_nemotron4_score": 1.572265625, "text_quality_nvidia_edu_mixtral_score": 1.0859375, "text_quality_dclmbaseline_fasttext_score": 0.9865413308143616, "text_quality_dolma3_fasttext_score": 0.731440544128418, "custom_fasttext_val_fasttext_score": 3.9696693420410156e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0001016855239868164, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.171875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.90625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.265625, "within_sample_repetition_detection": 4.0 }, "162": { "detoxify": 1, "length_chars": 497, "length_tokens": 2682, "length_tokens_text_only": 378, "length_tokens_trainable_only": 311, "length_images": 1, "iqa_live_mean": 0.5171134640472104, "iqa_live_min": 0.5171134640472104, "iqa_live_max": 0.5171134640472104, "iqa_csiq_mean": 0.809635579586029, "iqa_csiq_min": 0.809635579586029, "iqa_csiq_max": 0.809635579586029, "iqa_tid2013_mean": 0.2880145708719889, "iqa_tid2013_min": 0.2880145708719889, "iqa_tid2013_max": 0.2880145708719889, "iqa_kadid10k_mean": 0.3922119140625, "iqa_kadid10k_min": 0.3922119140625, "iqa_kadid10k_max": 0.3922119140625, "iqa_flive_mean": 0.659918582800663, "iqa_flive_min": 0.659918582800663, "iqa_flive_max": 0.659918582800663, "iqa_spaq_mean": 0.5610071047387942, "iqa_spaq_min": 0.5610071047387942, "iqa_spaq_max": 0.5610071047387942, "iqa_clive_mean": 0.5090135131219421, "iqa_clive_min": 0.5090135131219421, "iqa_clive_max": 0.5090135131219421, "iqa_koniq10k_mean": 0.5529625247223209, "iqa_koniq10k_min": 0.5529625247223209, "iqa_koniq10k_max": 0.5529625247223209, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.5933897495269775 }, { "lang": "en", "score": 0.1493636667728424 }, { "lang": "ko", "score": 0.04599298909306526 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5171134640472104, "iqa_v2_live_min": 0.5171134640472104, "iqa_v2_live_max": 0.5171134640472104, "iqa_v2_csiq_mean": 0.809635579586029, "iqa_v2_csiq_min": 0.809635579586029, "iqa_v2_csiq_max": 0.809635579586029, "iqa_v2_tid2013_mean": 0.2880145708719889, "iqa_v2_tid2013_min": 0.2880145708719889, "iqa_v2_tid2013_max": 0.2880145708719889, "iqa_v2_kadid10k_mean": 0.3922119140625, "iqa_v2_kadid10k_min": 0.3922119140625, "iqa_v2_kadid10k_max": 0.3922119140625, "iqa_v2_flive_mean": 0.659918582800663, "iqa_v2_flive_min": 0.659918582800663, "iqa_v2_flive_max": 0.659918582800663, "iqa_v2_spaq_mean": 0.5610071047387942, "iqa_v2_spaq_min": 0.5610071047387942, "iqa_v2_spaq_max": 0.5610071047387942, "iqa_v2_clive_mean": 0.5090135131219421, "iqa_v2_clive_min": 0.5090135131219421, "iqa_v2_clive_max": 0.5090135131219421, "iqa_v2_koniq10k_mean": 0.5529625247223209, "iqa_v2_koniq10k_min": 0.5529625247223209, "iqa_v2_koniq10k_max": 0.5529625247223209, "imdecont": { "jpg": 0.3890550136566162 }, "imdecont_image_match": { "jpg": 189408 }, "imdecont_max": 0.3890550136566162, "imdecont_mean": 0.3890550136566162, "imdecont_min": 0.3890550136566162, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.53125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.53125, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.53125, "clip_score_dfn_public_prev_turn_only_min": 2.544921875, "clip_score_dfn_public_prev_turn_only_mean": 2.544921875, "clip_score_dfn_public_prev_turn_only_max": 2.544921875, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.84375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.84375, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.84375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.40625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.40625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.40625, "clip_score_clip_vitl14_224_next_turn_only_min": 21.875, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.875, "clip_score_clip_vitl14_224_next_turn_only_max": 21.875, "clip_score_dfn_public_next_turn_only_min": 3.3046875, "clip_score_dfn_public_next_turn_only_mean": 3.3046875, "clip_score_dfn_public_next_turn_only_max": 3.3046875, "clip_score_siglip2_b16_224_next_turn_only_min": -11.3125, "clip_score_siglip2_b16_224_next_turn_only_mean": -11.3125, "clip_score_siglip2_b16_224_next_turn_only_max": -11.3125, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.8125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.8125, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.5, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.5, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.5, "clip_score_dfn_public_prev_and_next_turn_min": 3.029296875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.029296875, "clip_score_dfn_public_prev_and_next_turn_max": 3.029296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.9609375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.9609375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.9609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.84375, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4472.85 }, "im_clarity_mean": 4472.85, "im_clarity_min": 4472.85, "im_clarity_max": 4472.85, "im_luma": { "jpg": 202.24 }, "im_luma_mean": 202.24, "im_luma_min": 202.24, "im_luma_max": 202.24, "im_saturation": { "jpg": 0.38 }, "im_saturation_mean": 0.38, "im_saturation_min": 0.38, "im_saturation_max": 0.38, "im_entropy": { "jpg": 5.15 }, "im_entropy_mean": 5.15, "im_entropy_min": 5.15, "im_entropy_max": 5.15, "unifilter_score_qwen2_5_1_5b": 3.197265625, "unifilter_score_qwen3_0_6b": 3.087890625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.5933897495269775, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.1493636667728424, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.04599298909306526, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.4002985954284668, "text_quality_weborganizer_format_label": "Documentation", "text_quality_weborganizer_format_score": 0.4122013449668884, "text_quality_nvidia_domain_label": "Books_and_Literature", "text_quality_nvidia_domain_score": 0.6539008021354675, "text_quality_nvidia_edu_nemotron4_score": 2.10546875, "text_quality_nvidia_edu_mixtral_score": 1.71875, "text_quality_dclmbaseline_fasttext_score": 0.9880734086036682, "text_quality_dolma3_fasttext_score": 0.9875204563140869, "custom_fasttext_val_fasttext_score": 2.6345252990722656e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 4.649162292480469e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.15625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.15625, "within_sample_repetition_detection": 4.0 }, "139": { "detoxify": 1, "length_chars": 430, "length_tokens": 2628, "length_tokens_text_only": 325, "length_tokens_trainable_only": 261, "length_images": 1, "iqa_live_mean": 0.31177636348839954, "iqa_live_min": 0.31177636348839954, "iqa_live_max": 0.31177636348839954, "iqa_csiq_mean": 0.544987142086029, "iqa_csiq_min": 0.544987142086029, "iqa_csiq_max": 0.544987142086029, "iqa_tid2013_mean": 0.22616561253865558, "iqa_tid2013_min": 0.22616561253865558, "iqa_tid2013_max": 0.22616561253865558, "iqa_kadid10k_mean": 0.2530517578125, "iqa_kadid10k_min": 0.2530517578125, "iqa_kadid10k_max": 0.2530517578125, "iqa_flive_mean": 0.6318794019294508, "iqa_flive_min": 0.6318794019294508, "iqa_flive_max": 0.6318794019294508, "iqa_spaq_mean": 0.5892189102943498, "iqa_spaq_min": 0.5892189102943498, "iqa_spaq_max": 0.5892189102943498, "iqa_clive_mean": 0.4878152018845684, "iqa_clive_min": 0.4878152018845684, "iqa_clive_max": 0.4878152018845684, "iqa_koniq10k_mean": 0.4345913126011088, "iqa_koniq10k_min": 0.4345913126011088, "iqa_koniq10k_max": 0.4345913126011088, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.916740357875824 }, { "lang": "ja", "score": 0.03525325283408165 }, { "lang": "en", "score": 0.01825401373207569 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.31177636348839954, "iqa_v2_live_min": 0.31177636348839954, "iqa_v2_live_max": 0.31177636348839954, "iqa_v2_csiq_mean": 0.544987142086029, "iqa_v2_csiq_min": 0.544987142086029, "iqa_v2_csiq_max": 0.544987142086029, "iqa_v2_tid2013_mean": 0.22616561253865558, "iqa_v2_tid2013_min": 0.22616561253865558, "iqa_v2_tid2013_max": 0.22616561253865558, "iqa_v2_kadid10k_mean": 0.2530517578125, "iqa_v2_kadid10k_min": 0.2530517578125, "iqa_v2_kadid10k_max": 0.2530517578125, "iqa_v2_flive_mean": 0.6318794019294508, "iqa_v2_flive_min": 0.6318794019294508, "iqa_v2_flive_max": 0.6318794019294508, "iqa_v2_spaq_mean": 0.5892189102943498, "iqa_v2_spaq_min": 0.5892189102943498, "iqa_v2_spaq_max": 0.5892189102943498, "iqa_v2_clive_mean": 0.4878152018845684, "iqa_v2_clive_min": 0.4878152018845684, "iqa_v2_clive_max": 0.4878152018845684, "iqa_v2_koniq10k_mean": 0.4345913126011088, "iqa_v2_koniq10k_min": 0.4345913126011088, "iqa_v2_koniq10k_max": 0.4345913126011088, "imdecont": { "jpg": 0.42335712909698486 }, "imdecont_image_match": { "jpg": 104220 }, "imdecont_max": 0.42335712909698486, "imdecont_mean": 0.42335712909698486, "imdecont_min": 0.42335712909698486, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.171875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.171875, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.171875, "clip_score_dfn_public_prev_turn_only_min": 1.5126953125, "clip_score_dfn_public_prev_turn_only_mean": 1.5126953125, "clip_score_dfn_public_prev_turn_only_max": 1.5126953125, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.375, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.21875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.21875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.21875, "clip_score_clip_vitl14_224_next_turn_only_min": 25.09375, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.09375, "clip_score_clip_vitl14_224_next_turn_only_max": 25.09375, "clip_score_dfn_public_next_turn_only_min": 1.236328125, "clip_score_dfn_public_next_turn_only_mean": 1.236328125, "clip_score_dfn_public_next_turn_only_max": 1.236328125, "clip_score_siglip2_b16_224_next_turn_only_min": -5.796875, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.796875, "clip_score_siglip2_b16_224_next_turn_only_max": -5.796875, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.359375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.359375, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.359375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.6875, "clip_score_dfn_public_prev_and_next_turn_min": 1.6474609375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.6474609375, "clip_score_dfn_public_prev_and_next_turn_max": 1.6474609375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.1875, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 6930.87 }, "im_clarity_mean": 6930.87, "im_clarity_min": 6930.87, "im_clarity_max": 6930.87, "im_luma": { "jpg": 219.07 }, "im_luma_mean": 219.07, "im_luma_min": 219.07, "im_luma_max": 219.07, "im_saturation": { "jpg": 0.41 }, "im_saturation_mean": 0.41, "im_saturation_min": 0.41, "im_saturation_max": 0.41, "im_entropy": { "jpg": 3.26 }, "im_entropy_mean": 3.26, "im_entropy_min": 3.26, "im_entropy_max": 3.26, "unifilter_score_qwen2_5_1_5b": 1.384765625, "unifilter_score_qwen3_0_6b": -3.978515625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.916740357875824, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.03525325283408165, "language_detection_annotation_nllb_2_lan": "en", "language_detection_annotation_nllb_2_score": 0.01825401373207569, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.4875423014163971, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.3707943260669708, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.4888215959072113, "text_quality_nvidia_edu_nemotron4_score": 1.654296875, "text_quality_nvidia_edu_mixtral_score": 1.037109375, "text_quality_dclmbaseline_fasttext_score": 0.25239676237106323, "text_quality_dolma3_fasttext_score": 0.997796893119812, "custom_fasttext_val_fasttext_score": 0.0002879500389099121, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0004337430000305176, "custom_fasttext_core_clean_fasttext_score": 4.00543212890625e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.96875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 2.96875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.0, "within_sample_repetition_detection": 4.0 }, "159": { "detoxify": 1, "length_chars": 496, "length_tokens": 2658, "length_tokens_text_only": 354, "length_tokens_trainable_only": 291, "length_images": 1, "iqa_live_mean": 0.3622024998520359, "iqa_live_min": 0.3622024998520359, "iqa_live_max": 0.3622024998520359, "iqa_csiq_mean": 0.617130696773529, "iqa_csiq_min": 0.617130696773529, "iqa_csiq_max": 0.617130696773529, "iqa_tid2013_mean": 0.25437741809421116, "iqa_tid2013_min": 0.25437741809421116, "iqa_tid2013_max": 0.25437741809421116, "iqa_kadid10k_mean": 0.3258056640625, "iqa_kadid10k_min": 0.3258056640625, "iqa_kadid10k_max": 0.3258056640625, "iqa_flive_mean": 0.6505573927754104, "iqa_flive_min": 0.6505573927754104, "iqa_flive_max": 0.6505573927754104, "iqa_spaq_mean": 0.4923185098050821, "iqa_spaq_min": 0.4923185098050821, "iqa_spaq_max": 0.4923185098050821, "iqa_clive_mean": 0.5200614929199219, "iqa_clive_min": 0.5200614929199219, "iqa_clive_max": 0.5200614929199219, "iqa_koniq10k_mean": 0.4530572216920179, "iqa_koniq10k_min": 0.4530572216920179, "iqa_koniq10k_max": 0.4530572216920179, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9211511611938477 }, { "lang": "en", "score": 0.02115238644182682 }, { "lang": "ja", "score": 0.010263399221003056 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3622024998520359, "iqa_v2_live_min": 0.3622024998520359, "iqa_v2_live_max": 0.3622024998520359, "iqa_v2_csiq_mean": 0.617130696773529, "iqa_v2_csiq_min": 0.617130696773529, "iqa_v2_csiq_max": 0.617130696773529, "iqa_v2_tid2013_mean": 0.25437741809421116, "iqa_v2_tid2013_min": 0.25437741809421116, "iqa_v2_tid2013_max": 0.25437741809421116, "iqa_v2_kadid10k_mean": 0.3258056640625, "iqa_v2_kadid10k_min": 0.3258056640625, "iqa_v2_kadid10k_max": 0.3258056640625, "iqa_v2_flive_mean": 0.6505573927754104, "iqa_v2_flive_min": 0.6505573927754104, "iqa_v2_flive_max": 0.6505573927754104, "iqa_v2_spaq_mean": 0.4923185098050821, "iqa_v2_spaq_min": 0.4923185098050821, "iqa_v2_spaq_max": 0.4923185098050821, "iqa_v2_clive_mean": 0.5200614929199219, "iqa_v2_clive_min": 0.5200614929199219, "iqa_v2_clive_max": 0.5200614929199219, "iqa_v2_koniq10k_mean": 0.4530572216920179, "iqa_v2_koniq10k_min": 0.4530572216920179, "iqa_v2_koniq10k_max": 0.4530572216920179, "imdecont": { "jpg": 0.3761877417564392 }, "imdecont_image_match": { "jpg": 189408 }, "imdecont_max": 0.3761877417564392, "imdecont_mean": 0.3761877417564392, "imdecont_min": 0.3761877417564392, "clip_score_clip_vitl14_224_prev_turn_only_min": 14.578125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 14.578125, "clip_score_clip_vitl14_224_prev_turn_only_max": 14.578125, "clip_score_dfn_public_prev_turn_only_min": 2.111328125, "clip_score_dfn_public_prev_turn_only_mean": 2.111328125, "clip_score_dfn_public_prev_turn_only_max": 2.111328125, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.4921875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.4921875, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.4921875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.5, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.5, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.5, "clip_score_clip_vitl14_224_next_turn_only_min": 23.09375, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.09375, "clip_score_clip_vitl14_224_next_turn_only_max": 23.09375, "clip_score_dfn_public_next_turn_only_min": 2.064453125, "clip_score_dfn_public_next_turn_only_mean": 2.064453125, "clip_score_dfn_public_next_turn_only_max": 2.064453125, "clip_score_siglip2_b16_224_next_turn_only_min": -7.2890625, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.2890625, "clip_score_siglip2_b16_224_next_turn_only_max": -7.2890625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.484375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.484375, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.765625, "clip_score_dfn_public_prev_and_next_turn_min": 2.74609375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.74609375, "clip_score_dfn_public_prev_and_next_turn_max": 2.74609375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -8.8984375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -8.8984375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -8.8984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.21875, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 6083.34 }, "im_clarity_mean": 6083.34, "im_clarity_min": 6083.34, "im_clarity_max": 6083.34, "im_luma": { "jpg": 232.32 }, "im_luma_mean": 232.32, "im_luma_min": 232.32, "im_luma_max": 232.32, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 3.03 }, "im_entropy_mean": 3.03, "im_entropy_min": 3.03, "im_entropy_max": 3.03, "unifilter_score_qwen2_5_1_5b": 3.6875, "unifilter_score_qwen3_0_6b": 1.5615234375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9211511611938477, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.02115238644182682, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.010263399221003056, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.4518912732601166, "text_quality_weborganizer_format_label": "News Article", "text_quality_weborganizer_format_score": 0.7730596661567688, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.9890833497047424, "text_quality_nvidia_edu_nemotron4_score": 1.640625, "text_quality_nvidia_edu_mixtral_score": 1.173828125, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 2.7418136596679688e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 1.7762184143066406e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.21875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.921875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.296875, "within_sample_repetition_detection": 4.0 }, "145": { "detoxify": 1, "length_chars": 216, "length_tokens": 2480, "length_tokens_text_only": 176, "length_tokens_trainable_only": 112, "length_images": 1, "iqa_live_mean": 0.697824381818675, "iqa_live_min": 0.697824381818675, "iqa_live_max": 0.697824381818675, "iqa_csiq_mean": 0.838688313961029, "iqa_csiq_min": 0.838688313961029, "iqa_csiq_max": 0.838688313961029, "iqa_tid2013_mean": 0.40845727920532227, "iqa_tid2013_min": 0.40845727920532227, "iqa_tid2013_max": 0.40845727920532227, "iqa_kadid10k_mean": 0.513671875, "iqa_kadid10k_min": 0.513671875, "iqa_kadid10k_max": 0.513671875, "iqa_flive_mean": 0.7033904104521781, "iqa_flive_min": 0.7033904104521781, "iqa_flive_max": 0.7033904104521781, "iqa_spaq_mean": 0.6976469405973801, "iqa_spaq_min": 0.6976469405973801, "iqa_spaq_max": 0.6976469405973801, "iqa_clive_mean": 0.5953455838290128, "iqa_clive_min": 0.5953455838290128, "iqa_clive_max": 0.5953455838290128, "iqa_koniq10k_mean": 0.6394523851799243, "iqa_koniq10k_min": 0.6394523851799243, "iqa_koniq10k_max": 0.6394523851799243, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.5280842185020447 }, { "lang": "en", "score": 0.3496767282485962 }, { "lang": "ko", "score": 0.04142552986741066 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.697824381818675, "iqa_v2_live_min": 0.697824381818675, "iqa_v2_live_max": 0.697824381818675, "iqa_v2_csiq_mean": 0.838688313961029, "iqa_v2_csiq_min": 0.838688313961029, "iqa_v2_csiq_max": 0.838688313961029, "iqa_v2_tid2013_mean": 0.40845727920532227, "iqa_v2_tid2013_min": 0.40845727920532227, "iqa_v2_tid2013_max": 0.40845727920532227, "iqa_v2_kadid10k_mean": 0.513671875, "iqa_v2_kadid10k_min": 0.513671875, "iqa_v2_kadid10k_max": 0.513671875, "iqa_v2_flive_mean": 0.7033904104521781, "iqa_v2_flive_min": 0.7033904104521781, "iqa_v2_flive_max": 0.7033904104521781, "iqa_v2_spaq_mean": 0.6976469405973801, "iqa_v2_spaq_min": 0.6976469405973801, "iqa_v2_spaq_max": 0.6976469405973801, "iqa_v2_clive_mean": 0.5953455838290128, "iqa_v2_clive_min": 0.5953455838290128, "iqa_v2_clive_max": 0.5953455838290128, "iqa_v2_koniq10k_mean": 0.6394523851799243, "iqa_v2_koniq10k_min": 0.6394523851799243, "iqa_v2_koniq10k_max": 0.6394523851799243, "imdecont": { "jpg": 0.2575269937515259 }, "imdecont_image_match": { "jpg": 238946 }, "imdecont_max": 0.2575269937515259, "imdecont_mean": 0.2575269937515259, "imdecont_min": 0.2575269937515259, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.953125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.953125, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.953125, "clip_score_dfn_public_prev_turn_only_min": 1.20703125, "clip_score_dfn_public_prev_turn_only_mean": 1.20703125, "clip_score_dfn_public_prev_turn_only_max": 1.20703125, "clip_score_siglip2_b16_224_prev_turn_only_min": -5.984375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -5.984375, "clip_score_siglip2_b16_224_prev_turn_only_max": -5.984375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.328125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.328125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.328125, "clip_score_clip_vitl14_224_next_turn_only_min": 24.828125, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.828125, "clip_score_clip_vitl14_224_next_turn_only_max": 24.828125, "clip_score_dfn_public_next_turn_only_min": 0.9833984375, "clip_score_dfn_public_next_turn_only_mean": 0.9833984375, "clip_score_dfn_public_next_turn_only_max": 0.9833984375, "clip_score_siglip2_b16_224_next_turn_only_min": -4.8984375, "clip_score_siglip2_b16_224_next_turn_only_mean": -4.8984375, "clip_score_siglip2_b16_224_next_turn_only_max": -4.8984375, "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": 25.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.078125, "clip_score_dfn_public_prev_and_next_turn_min": 0.157470703125, "clip_score_dfn_public_prev_and_next_turn_mean": 0.157470703125, "clip_score_dfn_public_prev_and_next_turn_max": 0.157470703125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.0625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.0625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.0625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.140625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.140625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.140625, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1707.35 }, "im_clarity_mean": 1707.35, "im_clarity_min": 1707.35, "im_clarity_max": 1707.35, "im_luma": { "jpg": 200.86 }, "im_luma_mean": 200.86, "im_luma_min": 200.86, "im_luma_max": 200.86, "im_saturation": { "jpg": 40.65 }, "im_saturation_mean": 40.65, "im_saturation_min": 40.65, "im_saturation_max": 40.65, "im_entropy": { "jpg": 5.85 }, "im_entropy_mean": 5.85, "im_entropy_min": 5.85, "im_entropy_max": 5.85, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.5280842185020447, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.3496767282485962, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.04142552986741066, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.6353051662445068, "text_quality_weborganizer_format_label": "Product Page", "text_quality_weborganizer_format_score": 0.3991093337535858, "text_quality_nvidia_domain_label": "Internet_and_Telecom", "text_quality_nvidia_domain_score": 0.6083553433418274, "text_quality_nvidia_edu_nemotron4_score": 1.486328125, "text_quality_nvidia_edu_mixtral_score": 0.7705078125, "text_quality_dclmbaseline_fasttext_score": 0.9340949654579163, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 4.7087669372558594e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00042635202407836914, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.28125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.15625, "within_sample_repetition_detection": 10.0 }, "161": { "detoxify": 1, "length_chars": 391, "length_tokens": 2591, "length_tokens_text_only": 287, "length_tokens_trainable_only": 223, "length_images": 1, "iqa_live_mean": 0.23854404025607634, "iqa_live_min": 0.23854404025607634, "iqa_live_max": 0.23854404025607634, "iqa_csiq_mean": 0.45335811376571655, "iqa_csiq_min": 0.45335811376571655, "iqa_csiq_max": 0.45335811376571655, "iqa_tid2013_mean": 0.16952498753865558, "iqa_tid2013_min": 0.16952498753865558, "iqa_tid2013_max": 0.16952498753865558, "iqa_kadid10k_mean": 0.1910400390625, "iqa_kadid10k_min": 0.1910400390625, "iqa_kadid10k_max": 0.1910400390625, "iqa_flive_mean": 0.5802448927754104, "iqa_flive_min": 0.5802448927754104, "iqa_flive_max": 0.5802448927754104, "iqa_spaq_mean": 0.548617584536774, "iqa_spaq_min": 0.548617584536774, "iqa_spaq_max": 0.548617584536774, "iqa_clive_mean": 0.3670469727179017, "iqa_clive_min": 0.3670469727179017, "iqa_clive_max": 0.3670469727179017, "iqa_koniq10k_mean": 0.42133373684353304, "iqa_koniq10k_min": 0.42133373684353304, "iqa_koniq10k_max": 0.42133373684353304, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8625887632369995 }, { "lang": "en", "score": 0.05556144937872887 }, { "lang": "ja", "score": 0.01545074861496687 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.23854404025607634, "iqa_v2_live_min": 0.23854404025607634, "iqa_v2_live_max": 0.23854404025607634, "iqa_v2_csiq_mean": 0.45335811376571655, "iqa_v2_csiq_min": 0.45335811376571655, "iqa_v2_csiq_max": 0.45335811376571655, "iqa_v2_tid2013_mean": 0.16952498753865558, "iqa_v2_tid2013_min": 0.16952498753865558, "iqa_v2_tid2013_max": 0.16952498753865558, "iqa_v2_kadid10k_mean": 0.1910400390625, "iqa_v2_kadid10k_min": 0.1910400390625, "iqa_v2_kadid10k_max": 0.1910400390625, "iqa_v2_flive_mean": 0.5802448927754104, "iqa_v2_flive_min": 0.5802448927754104, "iqa_v2_flive_max": 0.5802448927754104, "iqa_v2_spaq_mean": 0.548617584536774, "iqa_v2_spaq_min": 0.548617584536774, "iqa_v2_spaq_max": 0.548617584536774, "iqa_v2_clive_mean": 0.3670469727179017, "iqa_v2_clive_min": 0.3670469727179017, "iqa_v2_clive_max": 0.3670469727179017, "iqa_v2_koniq10k_mean": 0.42133373684353304, "iqa_v2_koniq10k_min": 0.42133373684353304, "iqa_v2_koniq10k_max": 0.42133373684353304, "imdecont": { "jpg": 0.4089285135269165 }, "imdecont_image_match": { "jpg": 215263 }, "imdecont_max": 0.4089285135269165, "imdecont_mean": 0.4089285135269165, "imdecont_min": 0.4089285135269165, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.765625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.765625, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.765625, "clip_score_dfn_public_prev_turn_only_min": 2.697265625, "clip_score_dfn_public_prev_turn_only_mean": 2.697265625, "clip_score_dfn_public_prev_turn_only_max": 2.697265625, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.7421875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.7421875, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.7421875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.4375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.4375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.4375, "clip_score_clip_vitl14_224_next_turn_only_min": 26.34375, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.34375, "clip_score_clip_vitl14_224_next_turn_only_max": 26.34375, "clip_score_dfn_public_next_turn_only_min": 2.44140625, "clip_score_dfn_public_next_turn_only_mean": 2.44140625, "clip_score_dfn_public_next_turn_only_max": 2.44140625, "clip_score_siglip2_b16_224_next_turn_only_min": -6.0546875, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.0546875, "clip_score_siglip2_b16_224_next_turn_only_max": -6.0546875, "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": 22.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.59375, "clip_score_dfn_public_prev_and_next_turn_min": 2.681640625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.681640625, "clip_score_dfn_public_prev_and_next_turn_max": 2.681640625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.9921875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.9921875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.9921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.421875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3680.1 }, "im_clarity_mean": 3680.1, "im_clarity_min": 3680.1, "im_clarity_max": 3680.1, "im_luma": { "jpg": 234.78 }, "im_luma_mean": 234.78, "im_luma_min": 234.78, "im_luma_max": 234.78, "im_saturation": { "jpg": 0.12 }, "im_saturation_mean": 0.12, "im_saturation_min": 0.12, "im_saturation_max": 0.12, "im_entropy": { "jpg": 2.21 }, "im_entropy_mean": 2.21, "im_entropy_min": 2.21, "im_entropy_max": 2.21, "unifilter_score_qwen2_5_1_5b": 0.392333984375, "unifilter_score_qwen3_0_6b": 0.3154296875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8625887632369995, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.05556144937872887, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.01545074861496687, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.5379338264465332, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.5289454460144043, "text_quality_nvidia_domain_label": "Finance", "text_quality_nvidia_domain_score": 0.9974912405014038, "text_quality_nvidia_edu_nemotron4_score": 1.4384765625, "text_quality_nvidia_edu_mixtral_score": 0.95947265625, "text_quality_dclmbaseline_fasttext_score": 0.6890451908111572, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 4.363059997558594e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0003097057342529297, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.84375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.84375, "within_sample_repetition_detection": 4.0 }, "163": { "detoxify": 1, "length_chars": 470, "length_tokens": 2675, "length_tokens_text_only": 371, "length_tokens_trainable_only": 306, "length_images": 1, "iqa_live_mean": 0.44817949545503866, "iqa_live_min": 0.44817949545503866, "iqa_live_max": 0.44817949545503866, "iqa_csiq_mean": 0.631168782711029, "iqa_csiq_min": 0.631168782711029, "iqa_csiq_max": 0.631168782711029, "iqa_tid2013_mean": 0.3472593625386556, "iqa_tid2013_min": 0.3472593625386556, "iqa_tid2013_max": 0.3472593625386556, "iqa_kadid10k_mean": 0.3677978515625, "iqa_kadid10k_min": 0.3677978515625, "iqa_kadid10k_max": 0.3677978515625, "iqa_flive_mean": 0.6154011427754104, "iqa_flive_min": 0.6154011427754104, "iqa_flive_max": 0.6154011427754104, "iqa_spaq_mean": 0.5252392701428347, "iqa_spaq_min": 0.5252392701428347, "iqa_spaq_max": 0.5252392701428347, "iqa_clive_mean": 0.3849604828189118, "iqa_clive_min": 0.3849604828189118, "iqa_clive_max": 0.3849604828189118, "iqa_koniq10k_mean": 0.5213968681566643, "iqa_koniq10k_min": 0.5213968681566643, "iqa_koniq10k_max": 0.5213968681566643, "zero_sequence_filter": 4, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.7934058308601379 }, { "lang": "en", "score": 0.09418678283691406 }, { "lang": "ja", "score": 0.03839977830648422 } ], "digit_sequence_filter": 4, "iqa_v2_live_mean": 0.44817949545503866, "iqa_v2_live_min": 0.44817949545503866, "iqa_v2_live_max": 0.44817949545503866, "iqa_v2_csiq_mean": 0.631168782711029, "iqa_v2_csiq_min": 0.631168782711029, "iqa_v2_csiq_max": 0.631168782711029, "iqa_v2_tid2013_mean": 0.3472593625386556, "iqa_v2_tid2013_min": 0.3472593625386556, "iqa_v2_tid2013_max": 0.3472593625386556, "iqa_v2_kadid10k_mean": 0.3677978515625, "iqa_v2_kadid10k_min": 0.3677978515625, "iqa_v2_kadid10k_max": 0.3677978515625, "iqa_v2_flive_mean": 0.6154011427754104, "iqa_v2_flive_min": 0.6154011427754104, "iqa_v2_flive_max": 0.6154011427754104, "iqa_v2_spaq_mean": 0.5252392701428347, "iqa_v2_spaq_min": 0.5252392701428347, "iqa_v2_spaq_max": 0.5252392701428347, "iqa_v2_clive_mean": 0.3849604828189118, "iqa_v2_clive_min": 0.3849604828189118, "iqa_v2_clive_max": 0.3849604828189118, "iqa_v2_koniq10k_mean": 0.5213968681566643, "iqa_v2_koniq10k_min": 0.5213968681566643, "iqa_v2_koniq10k_max": 0.5213968681566643, "imdecont": { "jpg": 0.3351946473121643 }, "imdecont_image_match": { "jpg": 105021 }, "imdecont_max": 0.3351946473121643, "imdecont_mean": 0.3351946473121643, "imdecont_min": 0.3351946473121643, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.28125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.28125, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.28125, "clip_score_dfn_public_prev_turn_only_min": 1.2451171875, "clip_score_dfn_public_prev_turn_only_mean": 1.2451171875, "clip_score_dfn_public_prev_turn_only_max": 1.2451171875, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.546875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.546875, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.546875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.28125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.28125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.28125, "clip_score_clip_vitl14_224_next_turn_only_min": 25.65625, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.65625, "clip_score_clip_vitl14_224_next_turn_only_max": 25.65625, "clip_score_dfn_public_next_turn_only_min": 3.1796875, "clip_score_dfn_public_next_turn_only_mean": 3.1796875, "clip_score_dfn_public_next_turn_only_max": 3.1796875, "clip_score_siglip2_b16_224_next_turn_only_min": -0.671875, "clip_score_siglip2_b16_224_next_turn_only_mean": -0.671875, "clip_score_siglip2_b16_224_next_turn_only_max": -0.671875, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.9375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.9375, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.9375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 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": 2.36328125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.36328125, "clip_score_dfn_public_prev_and_next_turn_max": 2.36328125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.3125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.3125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.828125, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1765.77 }, "im_clarity_mean": 1765.77, "im_clarity_min": 1765.77, "im_clarity_max": 1765.77, "im_luma": { "jpg": 198.97 }, "im_luma_mean": 198.97, "im_luma_min": 198.97, "im_luma_max": 198.97, "im_saturation": { "jpg": 4.53 }, "im_saturation_mean": 4.53, "im_saturation_min": 4.53, "im_saturation_max": 4.53, "im_entropy": { "jpg": 3.84 }, "im_entropy_mean": 3.84, "im_entropy_min": 3.84, "im_entropy_max": 3.84, "unifilter_score_qwen2_5_1_5b": 2.17578125, "unifilter_score_qwen3_0_6b": 2.73828125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.7934058308601379, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.09418678283691406, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.03839977830648422, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.3269188106060028, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.7921500205993652, "text_quality_nvidia_domain_label": "Internet_and_Telecom", "text_quality_nvidia_domain_score": 0.9991801381111145, "text_quality_nvidia_edu_nemotron4_score": 0.49560546875, "text_quality_nvidia_edu_mixtral_score": 0.2177734375, "text_quality_dclmbaseline_fasttext_score": 0.5539735555648804, "text_quality_dolma3_fasttext_score": 0.5910082459449768, "custom_fasttext_val_fasttext_score": 0.00018459558486938477, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00011086463928222656, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.953125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.546875, "within_sample_repetition_detection": 2.0 }, "158": { "detoxify": 1, "length_chars": 514, "length_tokens": 2677, "length_tokens_text_only": 373, "length_tokens_trainable_only": 310, "length_images": 1, "iqa_live_mean": 0.34570944429648043, "iqa_live_min": 0.34570944429648043, "iqa_live_max": 0.34570944429648043, "iqa_csiq_mean": 0.592350423336029, "iqa_csiq_min": 0.592350423336029, "iqa_csiq_max": 0.592350423336029, "iqa_tid2013_mean": 0.22377845976087782, "iqa_tid2013_min": 0.22377845976087782, "iqa_tid2013_max": 0.22377845976087782, "iqa_kadid10k_mean": 0.2598876953125, "iqa_kadid10k_min": 0.2598876953125, "iqa_kadid10k_max": 0.2598876953125, "iqa_flive_mean": 0.6248116541390468, "iqa_flive_min": 0.6248116541390468, "iqa_flive_max": 0.6248116541390468, "iqa_spaq_mean": 0.48381921016808715, "iqa_spaq_min": 0.48381921016808715, "iqa_spaq_max": 0.48381921016808715, "iqa_clive_mean": 0.5388430585764876, "iqa_clive_min": 0.5388430585764876, "iqa_clive_max": 0.5388430585764876, "iqa_koniq10k_mean": 0.4454814641162603, "iqa_koniq10k_min": 0.4454814641162603, "iqa_koniq10k_max": 0.4454814641162603, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8701007962226868 }, { "lang": "en", "score": 0.038873184472322464 }, { "lang": "ja", "score": 0.014529634267091751 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.34570944429648043, "iqa_v2_live_min": 0.34570944429648043, "iqa_v2_live_max": 0.34570944429648043, "iqa_v2_csiq_mean": 0.592350423336029, "iqa_v2_csiq_min": 0.592350423336029, "iqa_v2_csiq_max": 0.592350423336029, "iqa_v2_tid2013_mean": 0.22377845976087782, "iqa_v2_tid2013_min": 0.22377845976087782, "iqa_v2_tid2013_max": 0.22377845976087782, "iqa_v2_kadid10k_mean": 0.2598876953125, "iqa_v2_kadid10k_min": 0.2598876953125, "iqa_v2_kadid10k_max": 0.2598876953125, "iqa_v2_flive_mean": 0.6248116541390468, "iqa_v2_flive_min": 0.6248116541390468, "iqa_v2_flive_max": 0.6248116541390468, "iqa_v2_spaq_mean": 0.48381921016808715, "iqa_v2_spaq_min": 0.48381921016808715, "iqa_v2_spaq_max": 0.48381921016808715, "iqa_v2_clive_mean": 0.5388430585764876, "iqa_v2_clive_min": 0.5388430585764876, "iqa_v2_clive_max": 0.5388430585764876, "iqa_v2_koniq10k_mean": 0.4454814641162603, "iqa_v2_koniq10k_min": 0.4454814641162603, "iqa_v2_koniq10k_max": 0.4454814641162603, "imdecont": { "jpg": 0.3384876251220703 }, "imdecont_image_match": { "jpg": 189452 }, "imdecont_max": 0.3384876251220703, "imdecont_mean": 0.3384876251220703, "imdecont_min": 0.3384876251220703, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.03125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.03125, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.03125, "clip_score_dfn_public_prev_turn_only_min": 2.0546875, "clip_score_dfn_public_prev_turn_only_mean": 2.0546875, "clip_score_dfn_public_prev_turn_only_max": 2.0546875, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.140625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.140625, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.140625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.765625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.765625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.765625, "clip_score_clip_vitl14_224_next_turn_only_min": 21.328125, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.328125, "clip_score_clip_vitl14_224_next_turn_only_max": 21.328125, "clip_score_dfn_public_next_turn_only_min": 3.90234375, "clip_score_dfn_public_next_turn_only_mean": 3.90234375, "clip_score_dfn_public_next_turn_only_max": 3.90234375, "clip_score_siglip2_b16_224_next_turn_only_min": -6.5234375, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.5234375, "clip_score_siglip2_b16_224_next_turn_only_max": -6.5234375, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.78125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.78125, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.3125, "clip_score_dfn_public_prev_and_next_turn_min": 2.859375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.859375, "clip_score_dfn_public_prev_and_next_turn_max": 2.859375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.890625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.890625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.890625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.703125, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 9452.2 }, "im_clarity_mean": 9452.2, "im_clarity_min": 9452.2, "im_clarity_max": 9452.2, "im_luma": { "jpg": 226.09 }, "im_luma_mean": 226.09, "im_luma_min": 226.09, "im_luma_max": 226.09, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 3.2 }, "im_entropy_mean": 3.2, "im_entropy_min": 3.2, "im_entropy_max": 3.2, "unifilter_score_qwen2_5_1_5b": 2.298828125, "unifilter_score_qwen3_0_6b": 0.85205078125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8701007962226868, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.038873184472322464, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.014529634267091751, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.2500610947608948, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.24893240630626678, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9671562910079956, "text_quality_nvidia_edu_nemotron4_score": 1.9169921875, "text_quality_nvidia_edu_mixtral_score": 1.455078125, "text_quality_dclmbaseline_fasttext_score": 0.9940357208251953, "text_quality_dolma3_fasttext_score": 0.9980140328407288, "custom_fasttext_val_fasttext_score": 2.872943878173828e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 9.930133819580078e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.734375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.546875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 4.0 }, "165": { "detoxify": 1, "length_chars": 502, "length_tokens": 2695, "length_tokens_text_only": 391, "length_tokens_trainable_only": 328, "length_images": 1, "iqa_live_mean": 0.30798848470052076, "iqa_live_min": 0.30798848470052076, "iqa_live_max": 0.30798848470052076, "iqa_csiq_mean": 0.535221517086029, "iqa_csiq_min": 0.535221517086029, "iqa_csiq_max": 0.535221517086029, "iqa_tid2013_mean": 0.2673982514275445, "iqa_tid2013_min": 0.2673982514275445, "iqa_tid2013_max": 0.2673982514275445, "iqa_kadid10k_mean": 0.2969970703125, "iqa_kadid10k_min": 0.2969970703125, "iqa_kadid10k_max": 0.2969970703125, "iqa_flive_mean": 0.5879390215632891, "iqa_flive_min": 0.5879390215632891, "iqa_flive_max": 0.5879390215632891, "iqa_spaq_mean": 0.43304782443576395, "iqa_spaq_min": 0.43304782443576395, "iqa_spaq_max": 0.43304782443576395, "iqa_clive_mean": 0.32506464948557845, "iqa_clive_min": 0.32506464948557845, "iqa_clive_max": 0.32506464948557845, "iqa_koniq10k_mean": 0.45345179239908856, "iqa_koniq10k_min": 0.45345179239908856, "iqa_koniq10k_max": 0.45345179239908856, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8497859835624695 }, { "lang": "en", "score": 0.04659643396735191 }, { "lang": "ja", "score": 0.02488030306994915 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.30798848470052076, "iqa_v2_live_min": 0.30798848470052076, "iqa_v2_live_max": 0.30798848470052076, "iqa_v2_csiq_mean": 0.535221517086029, "iqa_v2_csiq_min": 0.535221517086029, "iqa_v2_csiq_max": 0.535221517086029, "iqa_v2_tid2013_mean": 0.2673982514275445, "iqa_v2_tid2013_min": 0.2673982514275445, "iqa_v2_tid2013_max": 0.2673982514275445, "iqa_v2_kadid10k_mean": 0.2969970703125, "iqa_v2_kadid10k_min": 0.2969970703125, "iqa_v2_kadid10k_max": 0.2969970703125, "iqa_v2_flive_mean": 0.5878995644925821, "iqa_v2_flive_min": 0.5878995644925821, "iqa_v2_flive_max": 0.5878995644925821, "iqa_v2_spaq_mean": 0.4330083673650569, "iqa_v2_spaq_min": 0.4330083673650569, "iqa_v2_spaq_max": 0.4330083673650569, "iqa_v2_clive_mean": 0.3251435636269926, "iqa_v2_clive_min": 0.3251435636269926, "iqa_v2_clive_max": 0.3251435636269926, "iqa_v2_koniq10k_mean": 0.45345179239908856, "iqa_v2_koniq10k_min": 0.45345179239908856, "iqa_v2_koniq10k_max": 0.45345179239908856, "imdecont": { "jpg": 0.36748766899108887 }, "imdecont_image_match": { "jpg": 105021 }, "imdecont_max": 0.36748766899108887, "imdecont_mean": 0.36748766899108887, "imdecont_min": 0.36748766899108887, "clip_score_clip_vitl14_224_prev_turn_only_min": 10.21875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 10.21875, "clip_score_clip_vitl14_224_prev_turn_only_max": 10.21875, "clip_score_dfn_public_prev_turn_only_min": 2.189453125, "clip_score_dfn_public_prev_turn_only_mean": 2.189453125, "clip_score_dfn_public_prev_turn_only_max": 2.189453125, "clip_score_siglip2_b16_224_prev_turn_only_min": -11.71875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -11.71875, "clip_score_siglip2_b16_224_prev_turn_only_max": -11.71875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 16.59375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 16.59375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 16.59375, "clip_score_clip_vitl14_224_next_turn_only_min": 21.171875, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.171875, "clip_score_clip_vitl14_224_next_turn_only_max": 21.171875, "clip_score_dfn_public_next_turn_only_min": 3.05859375, "clip_score_dfn_public_next_turn_only_mean": 3.05859375, "clip_score_dfn_public_next_turn_only_max": 3.05859375, "clip_score_siglip2_b16_224_next_turn_only_min": -2.90625, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.90625, "clip_score_siglip2_b16_224_next_turn_only_max": -2.90625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.90625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.90625, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 17.5, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 17.5, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 17.5, "clip_score_dfn_public_prev_and_next_turn_min": 3.20703125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.20703125, "clip_score_dfn_public_prev_and_next_turn_max": 3.20703125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.1484375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.1484375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.1484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.578125, "im_height": { "jpg": 2160 }, "im_height_mean": 2160.0, "im_height_min": 2160, "im_height_max": 2160, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5 }, "im_ar_mean": 0.5, "im_ar_min": 0.5, "im_ar_max": 0.5, "im_kilobytes": { "jpg": 6834.38 }, "im_kilobytes_mean": 6834.38, "im_kilobytes_min": 6834.38, "im_kilobytes_max": 6834.38, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2556.88 }, "im_clarity_mean": 2556.88, "im_clarity_min": 2556.88, "im_clarity_max": 2556.88, "im_luma": { "jpg": 238.31 }, "im_luma_mean": 238.31, "im_luma_min": 238.31, "im_luma_max": 238.31, "im_saturation": { "jpg": 0.61 }, "im_saturation_mean": 0.61, "im_saturation_min": 0.61, "im_saturation_max": 0.61, "im_entropy": { "jpg": 2.24 }, "im_entropy_mean": 2.24, "im_entropy_min": 2.24, "im_entropy_max": 2.24, "unifilter_score_qwen2_5_1_5b": 0.5478515625, "unifilter_score_qwen3_0_6b": 0.833984375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8497859835624695, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.04659643396735191, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.02488030306994915, "text_quality_weborganizer_topic_label": "Games", "text_quality_weborganizer_topic_score": 0.21042774617671967, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.5568622350692749, "text_quality_nvidia_domain_label": "Sensitive_Subjects", "text_quality_nvidia_domain_score": 0.5545435547828674, "text_quality_nvidia_edu_nemotron4_score": 1.03515625, "text_quality_nvidia_edu_mixtral_score": 0.487060546875, "text_quality_dclmbaseline_fasttext_score": 0.9789640307426453, "text_quality_dolma3_fasttext_score": 0.9955682754516602, "custom_fasttext_val_fasttext_score": 7.152557373046875e-06, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 2.6226043701171875e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.65625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.03125, "within_sample_repetition_detection": 6.0 }, "155": { "detoxify": 1, "length_chars": 543, "length_tokens": 2678, "length_tokens_text_only": 375, "length_tokens_trainable_only": 304, "length_images": 1, "iqa_live_mean": 0.4288849878792811, "iqa_live_min": 0.4288849878792811, "iqa_live_max": 0.4288849878792811, "iqa_csiq_mean": 0.658756673336029, "iqa_csiq_min": 0.658756673336029, "iqa_csiq_max": 0.658756673336029, "iqa_tid2013_mean": 0.3150328000386556, "iqa_tid2013_min": 0.3150328000386556, "iqa_tid2013_max": 0.3150328000386556, "iqa_kadid10k_mean": 0.3853759765625, "iqa_kadid10k_min": 0.3853759765625, "iqa_kadid10k_max": 0.3853759765625, "iqa_flive_mean": 0.6699900000986427, "iqa_flive_min": 0.6699900000986427, "iqa_flive_max": 0.6699900000986427, "iqa_spaq_mean": 0.5260875971630367, "iqa_spaq_min": 0.5260875971630367, "iqa_spaq_max": 0.5260875971630367, "iqa_clive_mean": 0.5271243085764876, "iqa_clive_min": 0.5271243085764876, "iqa_clive_max": 0.5271243085764876, "iqa_koniq10k_mean": 0.45431984795464414, "iqa_koniq10k_min": 0.45431984795464414, "iqa_koniq10k_max": 0.45431984795464414, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9014143347740173 }, { "lang": "en", "score": 0.022647427394986153 }, { "lang": "ta", "score": 0.01252578105777502 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.4288849878792811, "iqa_v2_live_min": 0.4288849878792811, "iqa_v2_live_max": 0.4288849878792811, "iqa_v2_csiq_mean": 0.658756673336029, "iqa_v2_csiq_min": 0.658756673336029, "iqa_v2_csiq_max": 0.658756673336029, "iqa_v2_tid2013_mean": 0.3150328000386556, "iqa_v2_tid2013_min": 0.3150328000386556, "iqa_v2_tid2013_max": 0.3150328000386556, "iqa_v2_kadid10k_mean": 0.3853759765625, "iqa_v2_kadid10k_min": 0.3853759765625, "iqa_v2_kadid10k_max": 0.3853759765625, "iqa_v2_flive_mean": 0.6699900000986427, "iqa_v2_flive_min": 0.6699900000986427, "iqa_v2_flive_max": 0.6699900000986427, "iqa_v2_spaq_mean": 0.5260875971630367, "iqa_v2_spaq_min": 0.5260875971630367, "iqa_v2_spaq_max": 0.5260875971630367, "iqa_v2_clive_mean": 0.5271243085764876, "iqa_v2_clive_min": 0.5271243085764876, "iqa_v2_clive_max": 0.5271243085764876, "iqa_v2_koniq10k_mean": 0.45431984795464414, "iqa_v2_koniq10k_min": 0.45431984795464414, "iqa_v2_koniq10k_max": 0.45431984795464414, "imdecont": { "jpg": 0.34819912910461426 }, "imdecont_image_match": { "jpg": 189408 }, "imdecont_max": 0.34819912910461426, "imdecont_mean": 0.34819912910461426, "imdecont_min": 0.34819912910461426, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.484375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.484375, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.484375, "clip_score_dfn_public_prev_turn_only_min": 1.703125, "clip_score_dfn_public_prev_turn_only_mean": 1.703125, "clip_score_dfn_public_prev_turn_only_max": 1.703125, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.5, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.5, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.5, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.5625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.5625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.5625, "clip_score_clip_vitl14_224_next_turn_only_min": 23.375, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.375, "clip_score_clip_vitl14_224_next_turn_only_max": 23.375, "clip_score_dfn_public_next_turn_only_min": 2.05859375, "clip_score_dfn_public_next_turn_only_mean": 2.05859375, "clip_score_dfn_public_next_turn_only_max": 2.05859375, "clip_score_siglip2_b16_224_next_turn_only_min": -6.65625, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.65625, "clip_score_siglip2_b16_224_next_turn_only_max": -6.65625, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.34375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.34375, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.921875, "clip_score_dfn_public_prev_and_next_turn_min": 2.677734375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.677734375, "clip_score_dfn_public_prev_and_next_turn_max": 2.677734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.671875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.671875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.671875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.359375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.359375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.359375, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 6147.43 }, "im_clarity_mean": 6147.43, "im_clarity_min": 6147.43, "im_clarity_max": 6147.43, "im_luma": { "jpg": 231.82 }, "im_luma_mean": 231.82, "im_luma_min": 231.82, "im_luma_max": 231.82, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 3.16 }, "im_entropy_mean": 3.16, "im_entropy_min": 3.16, "im_entropy_max": 3.16, "unifilter_score_qwen2_5_1_5b": -0.841796875, "unifilter_score_qwen3_0_6b": -2.63671875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9014143347740173, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.022647427394986153, "language_detection_annotation_nllb_2_lan": "ta", "language_detection_annotation_nllb_2_score": 0.01252578105777502, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.26686036586761475, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.47406572103500366, "text_quality_nvidia_domain_label": "Finance", "text_quality_nvidia_domain_score": 0.791779100894928, "text_quality_nvidia_edu_nemotron4_score": 2.45703125, "text_quality_nvidia_edu_mixtral_score": 1.953125, "text_quality_dclmbaseline_fasttext_score": 0.9992114901542664, "text_quality_dolma3_fasttext_score": 0.9969301223754883, "custom_fasttext_val_fasttext_score": 0.00020104646682739258, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 4.5418739318847656e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.546875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.265625, "within_sample_repetition_detection": 4.0 }, "160": { "detoxify": 1, "length_chars": 574, "length_tokens": 2694, "length_tokens_text_only": 391, "length_tokens_trainable_only": 327, "length_images": 1, "iqa_live_mean": 0.5230036648837002, "iqa_live_min": 0.5230036648837002, "iqa_live_max": 0.5230036648837002, "iqa_csiq_mean": 0.807438313961029, "iqa_csiq_min": 0.807438313961029, "iqa_csiq_max": 0.807438313961029, "iqa_tid2013_mean": 0.2896421750386556, "iqa_tid2013_min": 0.2896421750386556, "iqa_tid2013_max": 0.2896421750386556, "iqa_kadid10k_mean": 0.3670654296875, "iqa_kadid10k_min": 0.3670654296875, "iqa_kadid10k_max": 0.3670654296875, "iqa_flive_mean": 0.6599777684067235, "iqa_flive_min": 0.6599777684067235, "iqa_flive_max": 0.6599777684067235, "iqa_spaq_mean": 0.44839662494081445, "iqa_spaq_min": 0.44839662494081445, "iqa_spaq_max": 0.44839662494081445, "iqa_clive_mean": 0.574196593930023, "iqa_clive_min": 0.574196593930023, "iqa_clive_max": 0.574196593930023, "iqa_koniq10k_mean": 0.5177668176516138, "iqa_koniq10k_min": 0.5177668176516138, "iqa_koniq10k_max": 0.5177668176516138, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8933240175247192 }, { "lang": "en", "score": 0.026703616604208946 }, { "lang": "ta", "score": 0.010085376910865307 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5230036648837002, "iqa_v2_live_min": 0.5230036648837002, "iqa_v2_live_max": 0.5230036648837002, "iqa_v2_csiq_mean": 0.807438313961029, "iqa_v2_csiq_min": 0.807438313961029, "iqa_v2_csiq_max": 0.807438313961029, "iqa_v2_tid2013_mean": 0.2896421750386556, "iqa_v2_tid2013_min": 0.2896421750386556, "iqa_v2_tid2013_max": 0.2896421750386556, "iqa_v2_kadid10k_mean": 0.3670654296875, "iqa_v2_kadid10k_min": 0.3670654296875, "iqa_v2_kadid10k_max": 0.3670654296875, "iqa_v2_flive_mean": 0.6599777684067235, "iqa_v2_flive_min": 0.6599777684067235, "iqa_v2_flive_max": 0.6599777684067235, "iqa_v2_spaq_mean": 0.44839662494081445, "iqa_v2_spaq_min": 0.44839662494081445, "iqa_v2_spaq_max": 0.44839662494081445, "iqa_v2_clive_mean": 0.574196593930023, "iqa_v2_clive_min": 0.574196593930023, "iqa_v2_clive_max": 0.574196593930023, "iqa_v2_koniq10k_mean": 0.5177668176516138, "iqa_v2_koniq10k_min": 0.5177668176516138, "iqa_v2_koniq10k_max": 0.5177668176516138, "imdecont": { "jpg": 0.37932825088500977 }, "imdecont_image_match": { "jpg": 189125 }, "imdecont_max": 0.37932825088500977, "imdecont_mean": 0.37932825088500977, "imdecont_min": 0.37932825088500977, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.890625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.890625, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.890625, "clip_score_dfn_public_prev_turn_only_min": 1.9716796875, "clip_score_dfn_public_prev_turn_only_mean": 1.9716796875, "clip_score_dfn_public_prev_turn_only_max": 1.9716796875, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.0859375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.0859375, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.0859375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.125, "clip_score_clip_vitl14_224_next_turn_only_min": 20.984375, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.984375, "clip_score_clip_vitl14_224_next_turn_only_max": 20.984375, "clip_score_dfn_public_next_turn_only_min": 1.69140625, "clip_score_dfn_public_next_turn_only_mean": 1.69140625, "clip_score_dfn_public_next_turn_only_max": 1.69140625, "clip_score_siglip2_b16_224_next_turn_only_min": -11.0, "clip_score_siglip2_b16_224_next_turn_only_mean": -11.0, "clip_score_siglip2_b16_224_next_turn_only_max": -11.0, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.15625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.15625, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.15625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.125, "clip_score_dfn_public_prev_and_next_turn_min": 3.00390625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.00390625, "clip_score_dfn_public_prev_and_next_turn_max": 3.00390625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -9.390625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -9.390625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -9.390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.671875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.671875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.671875, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5293.46 }, "im_clarity_mean": 5293.46, "im_clarity_min": 5293.46, "im_clarity_max": 5293.46, "im_luma": { "jpg": 199.21 }, "im_luma_mean": 199.21, "im_luma_min": 199.21, "im_luma_max": 199.21, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 5.35 }, "im_entropy_mean": 5.35, "im_entropy_min": 5.35, "im_entropy_max": 5.35, "unifilter_score_qwen2_5_1_5b": -0.71728515625, "unifilter_score_qwen3_0_6b": 2.029296875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8933240175247192, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.026703616604208946, "language_detection_annotation_nllb_2_lan": "ta", "language_detection_annotation_nllb_2_score": 0.010085376910865307, "text_quality_weborganizer_topic_label": "Literature", "text_quality_weborganizer_topic_score": 0.32335910201072693, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.27873775362968445, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9947256445884705, "text_quality_nvidia_edu_nemotron4_score": 1.5419921875, "text_quality_nvidia_edu_mixtral_score": 1.0732421875, "text_quality_dclmbaseline_fasttext_score": 0.1055338978767395, "text_quality_dolma3_fasttext_score": 0.28770601749420166, "custom_fasttext_val_fasttext_score": 0.00015926361083984375, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 2.0503997802734375e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.28125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.984375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.296875, "within_sample_repetition_detection": 0.0 }, "173": { "detoxify": 1, "length_chars": 493, "length_tokens": 2719, "length_tokens_text_only": 415, "length_tokens_trainable_only": 356, "length_images": 1, "iqa_live_mean": 0.5594287063136245, "iqa_live_min": 0.5594287063136245, "iqa_live_max": 0.5594287063136245, "iqa_csiq_mean": 0.721256673336029, "iqa_csiq_min": 0.721256673336029, "iqa_csiq_max": 0.721256673336029, "iqa_tid2013_mean": 0.3763392236497667, "iqa_tid2013_min": 0.3763392236497667, "iqa_tid2013_max": 0.3763392236497667, "iqa_kadid10k_mean": 0.2225341796875, "iqa_kadid10k_min": 0.2225341796875, "iqa_kadid10k_max": 0.2225341796875, "iqa_flive_mean": 0.6765004167653094, "iqa_flive_min": 0.6765004167653094, "iqa_flive_max": 0.6765004167653094, "iqa_spaq_mean": 0.4933628891453599, "iqa_spaq_min": 0.4933628891453599, "iqa_spaq_max": 0.4933628891453599, "iqa_clive_mean": 0.4539708994855785, "iqa_clive_min": 0.4539708994855785, "iqa_clive_max": 0.4539708994855785, "iqa_koniq10k_mean": 0.6012579792677755, "iqa_koniq10k_min": 0.6012579792677755, "iqa_koniq10k_max": 0.6012579792677755, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.7747480869293213 }, { "lang": "ja", "score": 0.10399001091718674 }, { "lang": "en", "score": 0.04356423765420914 } ], "digit_sequence_filter": 3, "iqa_v2_live_mean": 0.5594287063136245, "iqa_v2_live_min": 0.5594287063136245, "iqa_v2_live_max": 0.5594287063136245, "iqa_v2_csiq_mean": 0.721256673336029, "iqa_v2_csiq_min": 0.721256673336029, "iqa_v2_csiq_max": 0.721256673336029, "iqa_v2_tid2013_mean": 0.3763392236497667, "iqa_v2_tid2013_min": 0.3763392236497667, "iqa_v2_tid2013_max": 0.3763392236497667, "iqa_v2_kadid10k_mean": 0.2225341796875, "iqa_v2_kadid10k_min": 0.2225341796875, "iqa_v2_kadid10k_max": 0.2225341796875, "iqa_v2_flive_mean": 0.6765004167653094, "iqa_v2_flive_min": 0.6765004167653094, "iqa_v2_flive_max": 0.6765004167653094, "iqa_v2_spaq_mean": 0.4933628891453599, "iqa_v2_spaq_min": 0.4933628891453599, "iqa_v2_spaq_max": 0.4933628891453599, "iqa_v2_clive_mean": 0.4539708994855785, "iqa_v2_clive_min": 0.4539708994855785, "iqa_v2_clive_max": 0.4539708994855785, "iqa_v2_koniq10k_mean": 0.6012579792677755, "iqa_v2_koniq10k_min": 0.6012579792677755, "iqa_v2_koniq10k_max": 0.6012579792677755, "imdecont": { "jpg": 0.44052064418792725 }, "imdecont_image_match": { "jpg": 189246 }, "imdecont_max": 0.44052064418792725, "imdecont_mean": 0.44052064418792725, "imdecont_min": 0.44052064418792725, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.234375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.234375, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.234375, "clip_score_dfn_public_prev_turn_only_min": 1.7001953125, "clip_score_dfn_public_prev_turn_only_mean": 1.7001953125, "clip_score_dfn_public_prev_turn_only_max": 1.7001953125, "clip_score_siglip2_b16_224_prev_turn_only_min": -11.09375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -11.09375, "clip_score_siglip2_b16_224_prev_turn_only_max": -11.09375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 16.3125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 16.3125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 16.3125, "clip_score_clip_vitl14_224_next_turn_only_min": 26.25, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.25, "clip_score_clip_vitl14_224_next_turn_only_max": 26.25, "clip_score_dfn_public_next_turn_only_min": 2.76171875, "clip_score_dfn_public_next_turn_only_mean": 2.76171875, "clip_score_dfn_public_next_turn_only_max": 2.76171875, "clip_score_siglip2_b16_224_next_turn_only_min": -2.296875, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.296875, "clip_score_siglip2_b16_224_next_turn_only_max": -2.296875, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.84375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.84375, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.84375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.3125, "clip_score_dfn_public_prev_and_next_turn_min": 1.318359375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.318359375, "clip_score_dfn_public_prev_and_next_turn_max": 1.318359375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.6875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.6875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.828125, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3657.28 }, "im_clarity_mean": 3657.28, "im_clarity_min": 3657.28, "im_clarity_max": 3657.28, "im_luma": { "jpg": 240.5 }, "im_luma_mean": 240.5, "im_luma_min": 240.5, "im_luma_max": 240.5, "im_saturation": { "jpg": 2.27 }, "im_saturation_mean": 2.27, "im_saturation_min": 2.27, "im_saturation_max": 2.27, "im_entropy": { "jpg": 2.13 }, "im_entropy_mean": 2.13, "im_entropy_min": 2.13, "im_entropy_max": 2.13, "unifilter_score_qwen2_5_1_5b": -1.0634765625, "unifilter_score_qwen3_0_6b": -0.130615234375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.7747480869293213, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.10399001091718674, "language_detection_annotation_nllb_2_lan": "en", "language_detection_annotation_nllb_2_score": 0.04356423765420914, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.23584890365600586, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.4787529706954956, "text_quality_nvidia_domain_label": "Jobs_and_Education", "text_quality_nvidia_domain_score": 0.5914233922958374, "text_quality_nvidia_edu_nemotron4_score": 0.359130859375, "text_quality_nvidia_edu_mixtral_score": 0.06536865234375, "text_quality_dclmbaseline_fasttext_score": 0.7796921730041504, "text_quality_dolma3_fasttext_score": 0.9978424906730652, "custom_fasttext_val_fasttext_score": 0.0025014877319335938, "custom_fasttext_core_fasttext_score": 0.00011157989501953125, "custom_fasttext_val_clean_fasttext_score": 0.0003095865249633789, "custom_fasttext_core_clean_fasttext_score": 0.003026425838470459, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.3125, "within_sample_repetition_detection": 4.0 }, "168": { "detoxify": 1, "length_chars": 429, "length_tokens": 2622, "length_tokens_text_only": 318, "length_tokens_trainable_only": 257, "length_images": 1, "iqa_live_mean": 0.23870186853890463, "iqa_live_min": 0.23870186853890463, "iqa_live_max": 0.23870186853890463, "iqa_csiq_mean": 0.47470515966415405, "iqa_csiq_min": 0.47470515966415405, "iqa_csiq_max": 0.47470515966415405, "iqa_tid2013_mean": 0.23766734864976669, "iqa_tid2013_min": 0.23766734864976669, "iqa_tid2013_max": 0.23766734864976669, "iqa_kadid10k_mean": 0.2825927734375, "iqa_kadid10k_min": 0.2825927734375, "iqa_kadid10k_max": 0.2825927734375, "iqa_flive_mean": 0.5524276579269255, "iqa_flive_min": 0.5524276579269255, "iqa_flive_max": 0.5524276579269255, "iqa_spaq_mean": 0.41470028655697605, "iqa_spaq_min": 0.41470028655697605, "iqa_spaq_max": 0.41470028655697605, "iqa_clive_mean": 0.32593270504113403, "iqa_clive_min": 0.32593270504113403, "iqa_clive_max": 0.32593270504113403, "iqa_koniq10k_mean": 0.44997957017686635, "iqa_koniq10k_min": 0.44997957017686635, "iqa_koniq10k_max": 0.44997957017686635, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9326249361038208 }, { "lang": "en", "score": 0.01929611712694168 }, { "lang": "ko", "score": 0.0078031327575445175 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.23870186853890463, "iqa_v2_live_min": 0.23870186853890463, "iqa_v2_live_max": 0.23870186853890463, "iqa_v2_csiq_mean": 0.47470515966415405, "iqa_v2_csiq_min": 0.47470515966415405, "iqa_v2_csiq_max": 0.47470515966415405, "iqa_v2_tid2013_mean": 0.23766734864976669, "iqa_v2_tid2013_min": 0.23766734864976669, "iqa_v2_tid2013_max": 0.23766734864976669, "iqa_v2_kadid10k_mean": 0.2825927734375, "iqa_v2_kadid10k_min": 0.2825927734375, "iqa_v2_kadid10k_max": 0.2825927734375, "iqa_v2_flive_mean": 0.5524276579269255, "iqa_v2_flive_min": 0.5524276579269255, "iqa_v2_flive_max": 0.5524276579269255, "iqa_v2_spaq_mean": 0.41470028655697605, "iqa_v2_spaq_min": 0.41470028655697605, "iqa_v2_spaq_max": 0.41470028655697605, "iqa_v2_clive_mean": 0.32593270504113403, "iqa_v2_clive_min": 0.32593270504113403, "iqa_v2_clive_max": 0.32593270504113403, "iqa_v2_koniq10k_mean": 0.44997957017686635, "iqa_v2_koniq10k_min": 0.44997957017686635, "iqa_v2_koniq10k_max": 0.44997957017686635, "imdecont": { "jpg": 0.4838182330131531 }, "imdecont_image_match": { "jpg": 189879 }, "imdecont_max": 0.4838182330131531, "imdecont_mean": 0.4838182330131531, "imdecont_min": 0.4838182330131531, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.78125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.78125, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.78125, "clip_score_dfn_public_prev_turn_only_min": 1.8291015625, "clip_score_dfn_public_prev_turn_only_mean": 1.8291015625, "clip_score_dfn_public_prev_turn_only_max": 1.8291015625, "clip_score_siglip2_b16_224_prev_turn_only_min": -6.171875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -6.171875, "clip_score_siglip2_b16_224_prev_turn_only_max": -6.171875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.828125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.828125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.828125, "clip_score_clip_vitl14_224_next_turn_only_min": 20.640625, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.640625, "clip_score_clip_vitl14_224_next_turn_only_max": 20.640625, "clip_score_dfn_public_next_turn_only_min": 3.013671875, "clip_score_dfn_public_next_turn_only_mean": 3.013671875, "clip_score_dfn_public_next_turn_only_max": 3.013671875, "clip_score_siglip2_b16_224_next_turn_only_min": -6.0625, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.0625, "clip_score_siglip2_b16_224_next_turn_only_max": -6.0625, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.53125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.53125, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.53125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.859375, "clip_score_dfn_public_prev_and_next_turn_min": 3.15234375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.15234375, "clip_score_dfn_public_prev_and_next_turn_max": 3.15234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.703125, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2391.39 }, "im_clarity_mean": 2391.39, "im_clarity_min": 2391.39, "im_clarity_max": 2391.39, "im_luma": { "jpg": 238.99 }, "im_luma_mean": 238.99, "im_luma_min": 238.99, "im_luma_max": 238.99, "im_saturation": { "jpg": 0.15 }, "im_saturation_mean": 0.15, "im_saturation_min": 0.15, "im_saturation_max": 0.15, "im_entropy": { "jpg": 1.88 }, "im_entropy_mean": 1.88, "im_entropy_min": 1.88, "im_entropy_max": 1.88, "unifilter_score_qwen2_5_1_5b": -0.603515625, "unifilter_score_qwen3_0_6b": -2.634765625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9326249361038208, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.01929611712694168, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.0078031327575445175, "text_quality_weborganizer_topic_label": "Literature", "text_quality_weborganizer_topic_score": 0.4135378301143646, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.45750969648361206, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.5134248733520508, "text_quality_nvidia_edu_nemotron4_score": 1.3466796875, "text_quality_nvidia_edu_mixtral_score": 0.80224609375, "text_quality_dclmbaseline_fasttext_score": 0.9999884366989136, "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": 4.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.3125, "within_sample_repetition_detection": 3.0 }, "171": { "detoxify": 1, "length_chars": 408, "length_tokens": 2600, "length_tokens_text_only": 297, "length_tokens_trainable_only": 230, "length_images": 1, "iqa_live_mean": 0.25874606045809656, "iqa_live_min": 0.25874606045809656, "iqa_live_max": 0.25874606045809656, "iqa_csiq_mean": 0.47864192724227905, "iqa_csiq_min": 0.47864192724227905, "iqa_csiq_max": 0.47864192724227905, "iqa_tid2013_mean": 0.17364825142754448, "iqa_tid2013_min": 0.17364825142754448, "iqa_tid2013_max": 0.17364825142754448, "iqa_kadid10k_mean": 0.2039794921875, "iqa_kadid10k_min": 0.2039794921875, "iqa_kadid10k_max": 0.2039794921875, "iqa_flive_mean": 0.6122840341895518, "iqa_flive_min": 0.6122840341895518, "iqa_flive_max": 0.6122840341895518, "iqa_spaq_mean": 0.5484202991832386, "iqa_spaq_min": 0.5484202991832386, "iqa_spaq_max": 0.5484202991832386, "iqa_clive_mean": 0.40109842473810375, "iqa_clive_min": 0.40109842473810375, "iqa_clive_max": 0.40109842473810375, "iqa_koniq10k_mean": 0.4616588631061593, "iqa_koniq10k_min": 0.4616588631061593, "iqa_koniq10k_max": 0.4616588631061593, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.6944611072540283 }, { "lang": "en", "score": 0.11016032844781876 }, { "lang": "ko", "score": 0.031164828687906265 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.25874606045809656, "iqa_v2_live_min": 0.25874606045809656, "iqa_v2_live_max": 0.25874606045809656, "iqa_v2_csiq_mean": 0.47864192724227905, "iqa_v2_csiq_min": 0.47864192724227905, "iqa_v2_csiq_max": 0.47864192724227905, "iqa_v2_tid2013_mean": 0.17364825142754448, "iqa_v2_tid2013_min": 0.17364825142754448, "iqa_v2_tid2013_max": 0.17364825142754448, "iqa_v2_kadid10k_mean": 0.2039794921875, "iqa_v2_kadid10k_min": 0.2039794921875, "iqa_v2_kadid10k_max": 0.2039794921875, "iqa_v2_flive_mean": 0.6122840341895518, "iqa_v2_flive_min": 0.6122840341895518, "iqa_v2_flive_max": 0.6122840341895518, "iqa_v2_spaq_mean": 0.5484202991832386, "iqa_v2_spaq_min": 0.5484202991832386, "iqa_v2_spaq_max": 0.5484202991832386, "iqa_v2_clive_mean": 0.40109842473810375, "iqa_v2_clive_min": 0.40109842473810375, "iqa_v2_clive_max": 0.40109842473810375, "iqa_v2_koniq10k_mean": 0.4616588631061593, "iqa_v2_koniq10k_min": 0.4616588631061593, "iqa_v2_koniq10k_max": 0.4616588631061593, "imdecont": { "jpg": 0.4052375555038452 }, "imdecont_image_match": { "jpg": 73099 }, "imdecont_max": 0.4052375555038452, "imdecont_mean": 0.4052375555038452, "imdecont_min": 0.4052375555038452, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.625, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.625, "clip_score_dfn_public_prev_turn_only_min": 2.466796875, "clip_score_dfn_public_prev_turn_only_mean": 2.466796875, "clip_score_dfn_public_prev_turn_only_max": 2.466796875, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.875, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.21875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.21875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.21875, "clip_score_clip_vitl14_224_next_turn_only_min": 26.265625, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.265625, "clip_score_clip_vitl14_224_next_turn_only_max": 26.265625, "clip_score_dfn_public_next_turn_only_min": 3.205078125, "clip_score_dfn_public_next_turn_only_mean": 3.205078125, "clip_score_dfn_public_next_turn_only_max": 3.205078125, "clip_score_siglip2_b16_224_next_turn_only_min": -4.8984375, "clip_score_siglip2_b16_224_next_turn_only_mean": -4.8984375, "clip_score_siglip2_b16_224_next_turn_only_max": -4.8984375, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.234375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.234375, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.234375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.890625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.890625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.890625, "clip_score_dfn_public_prev_and_next_turn_min": 4.21484375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.21484375, "clip_score_dfn_public_prev_and_next_turn_max": 4.21484375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.5234375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.5234375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.5234375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.265625, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4127.51 }, "im_clarity_mean": 4127.51, "im_clarity_min": 4127.51, "im_clarity_max": 4127.51, "im_luma": { "jpg": 232.56 }, "im_luma_mean": 232.56, "im_luma_min": 232.56, "im_luma_max": 232.56, "im_saturation": { "jpg": 0.13 }, "im_saturation_mean": 0.13, "im_saturation_min": 0.13, "im_saturation_max": 0.13, "im_entropy": { "jpg": 2.35 }, "im_entropy_mean": 2.35, "im_entropy_min": 2.35, "im_entropy_max": 2.35, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.6944611072540283, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.11016032844781876, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.031164828687906265, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.4935641288757324, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.1694742739200592, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.6594181060791016, "text_quality_nvidia_edu_nemotron4_score": 2.041015625, "text_quality_nvidia_edu_mixtral_score": 1.7255859375, "text_quality_dclmbaseline_fasttext_score": 0.9907323122024536, "text_quality_dolma3_fasttext_score": 0.9988889098167419, "custom_fasttext_val_fasttext_score": 4.172325134277344e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 1.9311904907226562e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.40625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.796875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.609375, "within_sample_repetition_detection": 4.0 }, "167": { "detoxify": 1, "length_chars": 327, "length_tokens": 2568, "length_tokens_text_only": 265, "length_tokens_trainable_only": 206, "length_images": 1, "iqa_live_mean": 0.26142914126617733, "iqa_live_min": 0.26142914126617733, "iqa_live_max": 0.26142914126617733, "iqa_csiq_mean": 0.49072688817977905, "iqa_csiq_min": 0.49072688817977905, "iqa_csiq_max": 0.49072688817977905, "iqa_tid2013_mean": 0.17017602920532227, "iqa_tid2013_min": 0.17017602920532227, "iqa_tid2013_max": 0.17017602920532227, "iqa_kadid10k_mean": 0.1695556640625, "iqa_kadid10k_min": 0.1695556640625, "iqa_kadid10k_max": 0.1695556640625, "iqa_flive_mean": 0.6099363384824811, "iqa_flive_min": 0.6099363384824811, "iqa_flive_max": 0.6099363384824811, "iqa_spaq_mean": 0.5240752865569761, "iqa_spaq_min": 0.5240752865569761, "iqa_spaq_max": 0.5240752865569761, "iqa_clive_mean": 0.5012010131219421, "iqa_clive_min": 0.5012010131219421, "iqa_clive_max": 0.5012010131219421, "iqa_koniq10k_mean": 0.4985117671465633, "iqa_koniq10k_min": 0.4985117671465633, "iqa_koniq10k_max": 0.4985117671465633, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8918684720993042 }, { "lang": "ja", "score": 0.029629040509462357 }, { "lang": "en", "score": 0.023195117712020874 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.26142914126617733, "iqa_v2_live_min": 0.26142914126617733, "iqa_v2_live_max": 0.26142914126617733, "iqa_v2_csiq_mean": 0.49072688817977905, "iqa_v2_csiq_min": 0.49072688817977905, "iqa_v2_csiq_max": 0.49072688817977905, "iqa_v2_tid2013_mean": 0.17017602920532227, "iqa_v2_tid2013_min": 0.17017602920532227, "iqa_v2_tid2013_max": 0.17017602920532227, "iqa_v2_kadid10k_mean": 0.1695556640625, "iqa_v2_kadid10k_min": 0.1695556640625, "iqa_v2_kadid10k_max": 0.1695556640625, "iqa_v2_flive_mean": 0.6099363384824811, "iqa_v2_flive_min": 0.6099363384824811, "iqa_v2_flive_max": 0.6099363384824811, "iqa_v2_spaq_mean": 0.5240752865569761, "iqa_v2_spaq_min": 0.5240752865569761, "iqa_v2_spaq_max": 0.5240752865569761, "iqa_v2_clive_mean": 0.5012010131219421, "iqa_v2_clive_min": 0.5012010131219421, "iqa_v2_clive_max": 0.5012010131219421, "iqa_v2_koniq10k_mean": 0.4985117671465633, "iqa_v2_koniq10k_min": 0.4985117671465633, "iqa_v2_koniq10k_max": 0.4985117671465633, "imdecont": { "jpg": 0.5029059648513794 }, "imdecont_image_match": { "jpg": 189130 }, "imdecont_max": 0.5029059648513794, "imdecont_mean": 0.5029059648513794, "imdecont_min": 0.5029059648513794, "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": 1.548828125, "clip_score_dfn_public_prev_turn_only_mean": 1.548828125, "clip_score_dfn_public_prev_turn_only_max": 1.548828125, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.53125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.53125, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.53125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.5625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.5625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.5625, "clip_score_clip_vitl14_224_next_turn_only_min": 27.953125, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.953125, "clip_score_clip_vitl14_224_next_turn_only_max": 27.953125, "clip_score_dfn_public_next_turn_only_min": 1.353515625, "clip_score_dfn_public_next_turn_only_mean": 1.353515625, "clip_score_dfn_public_next_turn_only_max": 1.353515625, "clip_score_siglip2_b16_224_next_turn_only_min": -7.8125, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.8125, "clip_score_siglip2_b16_224_next_turn_only_max": -7.8125, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.765625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.765625, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.25, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.25, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.25, "clip_score_dfn_public_prev_and_next_turn_min": 0.76904296875, "clip_score_dfn_public_prev_and_next_turn_mean": 0.76904296875, "clip_score_dfn_public_prev_and_next_turn_max": 0.76904296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.9375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.9375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.125, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3148.62 }, "im_clarity_mean": 3148.62, "im_clarity_min": 3148.62, "im_clarity_max": 3148.62, "im_luma": { "jpg": 236.66 }, "im_luma_mean": 236.66, "im_luma_min": 236.66, "im_luma_max": 236.66, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 1.45 }, "im_entropy_mean": 1.45, "im_entropy_min": 1.45, "im_entropy_max": 1.45, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8918684720993042, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.029629040509462357, "language_detection_annotation_nllb_2_lan": "en", "language_detection_annotation_nllb_2_score": 0.023195117712020874, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.41835880279541016, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.8215458989143372, "text_quality_nvidia_domain_label": "Internet_and_Telecom", "text_quality_nvidia_domain_score": 0.7976886630058289, "text_quality_nvidia_edu_nemotron4_score": 0.32861328125, "text_quality_nvidia_edu_mixtral_score": 0.22607421875, "text_quality_dclmbaseline_fasttext_score": 0.3465883731842041, "text_quality_dolma3_fasttext_score": 0.0013713836669921875, "custom_fasttext_val_fasttext_score": 3.8743019104003906e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0, "custom_fasttext_core_clean_fasttext_score": 4.887580871582031e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.71875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.09375, "within_sample_repetition_detection": 4.0 }, "154": { "detoxify": 1, "length_chars": 424, "length_tokens": 2622, "length_tokens_text_only": 318, "length_tokens_trainable_only": 257, "length_images": 1, "iqa_live_mean": 0.31524858571062175, "iqa_live_min": 0.31524858571062175, "iqa_live_max": 0.31524858571062175, "iqa_csiq_mean": 0.530033528804779, "iqa_csiq_min": 0.530033528804779, "iqa_csiq_max": 0.530033528804779, "iqa_tid2013_mean": 0.18992429309421113, "iqa_tid2013_min": 0.18992429309421113, "iqa_tid2013_max": 0.18992429309421113, "iqa_kadid10k_mean": 0.2208251953125, "iqa_kadid10k_min": 0.2208251953125, "iqa_kadid10k_max": 0.2208251953125, "iqa_flive_mean": 0.6181236806541983, "iqa_flive_min": 0.6181236806541983, "iqa_flive_max": 0.6181236806541983, "iqa_spaq_mean": 0.5489726981731377, "iqa_spaq_min": 0.5489726981731377, "iqa_spaq_max": 0.5489726981731377, "iqa_clive_mean": 0.44100925175830574, "iqa_clive_min": 0.44100925175830574, "iqa_clive_max": 0.44100925175830574, "iqa_koniq10k_mean": 0.4904625247223209, "iqa_koniq10k_min": 0.4904625247223209, "iqa_koniq10k_max": 0.4904625247223209, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9100988507270813 }, { "lang": "en", "score": 0.02692861296236515 }, { "lang": "ko", "score": 0.009562134742736816 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.31524858571062175, "iqa_v2_live_min": 0.31524858571062175, "iqa_v2_live_max": 0.31524858571062175, "iqa_v2_csiq_mean": 0.530033528804779, "iqa_v2_csiq_min": 0.530033528804779, "iqa_v2_csiq_max": 0.530033528804779, "iqa_v2_tid2013_mean": 0.18992429309421113, "iqa_v2_tid2013_min": 0.18992429309421113, "iqa_v2_tid2013_max": 0.18992429309421113, "iqa_v2_kadid10k_mean": 0.2208251953125, "iqa_v2_kadid10k_min": 0.2208251953125, "iqa_v2_kadid10k_max": 0.2208251953125, "iqa_v2_flive_mean": 0.6181236806541983, "iqa_v2_flive_min": 0.6181236806541983, "iqa_v2_flive_max": 0.6181236806541983, "iqa_v2_spaq_mean": 0.5489726981731377, "iqa_v2_spaq_min": 0.5489726981731377, "iqa_v2_spaq_max": 0.5489726981731377, "iqa_v2_clive_mean": 0.44100925175830574, "iqa_v2_clive_min": 0.44100925175830574, "iqa_v2_clive_max": 0.44100925175830574, "iqa_v2_koniq10k_mean": 0.4904625247223209, "iqa_v2_koniq10k_min": 0.4904625247223209, "iqa_v2_koniq10k_max": 0.4904625247223209, "imdecont": { "jpg": 0.3569834232330322 }, "imdecont_image_match": { "jpg": 215263 }, "imdecont_max": 0.3569834232330322, "imdecont_mean": 0.3569834232330322, "imdecont_min": 0.3569834232330322, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.640625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.640625, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.640625, "clip_score_dfn_public_prev_turn_only_min": 1.5947265625, "clip_score_dfn_public_prev_turn_only_mean": 1.5947265625, "clip_score_dfn_public_prev_turn_only_max": 1.5947265625, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.2109375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.2109375, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.2109375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.59375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.59375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.59375, "clip_score_clip_vitl14_224_next_turn_only_min": 28.421875, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.421875, "clip_score_clip_vitl14_224_next_turn_only_max": 28.421875, "clip_score_dfn_public_next_turn_only_min": 3.208984375, "clip_score_dfn_public_next_turn_only_mean": 3.208984375, "clip_score_dfn_public_next_turn_only_max": 3.208984375, "clip_score_siglip2_b16_224_next_turn_only_min": -5.0234375, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.0234375, "clip_score_siglip2_b16_224_next_turn_only_max": -5.0234375, "clip_score_longclip_vitl14_224_next_turn_only_min": 24.5, "clip_score_longclip_vitl14_224_next_turn_only_mean": 24.5, "clip_score_longclip_vitl14_224_next_turn_only_max": 24.5, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.609375, "clip_score_dfn_public_prev_and_next_turn_min": 4.08984375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.08984375, "clip_score_dfn_public_prev_and_next_turn_max": 4.08984375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.0859375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.0859375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.0859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.515625, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3847.23 }, "im_clarity_mean": 3847.23, "im_clarity_min": 3847.23, "im_clarity_max": 3847.23, "im_luma": { "jpg": 233.46 }, "im_luma_mean": 233.46, "im_luma_min": 233.46, "im_luma_max": 233.46, "im_saturation": { "jpg": 0.13 }, "im_saturation_mean": 0.13, "im_saturation_min": 0.13, "im_saturation_max": 0.13, "im_entropy": { "jpg": 2.28 }, "im_entropy_mean": 2.28, "im_entropy_min": 2.28, "im_entropy_max": 2.28, "unifilter_score_qwen2_5_1_5b": 2.03125, "unifilter_score_qwen3_0_6b": 0.498291015625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9100988507270813, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.02692861296236515, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.009562134742736816, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.43741849064826965, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.4694778621196747, "text_quality_nvidia_domain_label": "Internet_and_Telecom", "text_quality_nvidia_domain_score": 0.9993205070495605, "text_quality_nvidia_edu_nemotron4_score": 1.271484375, "text_quality_nvidia_edu_mixtral_score": 0.53662109375, "text_quality_dclmbaseline_fasttext_score": 0.9998842477798462, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 6.0439109802246094e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 1.5139579772949219e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.734375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.640625, "within_sample_repetition_detection": 4.0 }, "135": { "detoxify": 1, "length_chars": 394, "length_tokens": 2614, "length_tokens_text_only": 311, "length_tokens_trainable_only": 248, "length_images": 1, "iqa_live_mean": 0.5274438183717053, "iqa_live_min": 0.5274438183717053, "iqa_live_max": 0.5274438183717053, "iqa_csiq_mean": 0.670475423336029, "iqa_csiq_min": 0.670475423336029, "iqa_csiq_max": 0.670475423336029, "iqa_tid2013_mean": 0.3917472097608778, "iqa_tid2013_min": 0.3917472097608778, "iqa_tid2013_max": 0.3917472097608778, "iqa_kadid10k_mean": 0.3873291015625, "iqa_kadid10k_min": 0.3873291015625, "iqa_kadid10k_max": 0.3873291015625, "iqa_flive_mean": 0.6443379720052084, "iqa_flive_min": 0.6443379720052084, "iqa_flive_max": 0.6443379720052084, "iqa_spaq_mean": 0.5308816312539457, "iqa_spaq_min": 0.5308816312539457, "iqa_spaq_max": 0.5308816312539457, "iqa_clive_mean": 0.3952193212027502, "iqa_clive_min": 0.3952193212027502, "iqa_clive_max": 0.3952193212027502, "iqa_koniq10k_mean": 0.5182403025000987, "iqa_koniq10k_min": 0.5182403025000987, "iqa_koniq10k_max": 0.5182403025000987, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.7827751040458679 }, { "lang": "en", "score": 0.07632844895124435 }, { "lang": "ja", "score": 0.03655574843287468 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5274438183717053, "iqa_v2_live_min": 0.5274438183717053, "iqa_v2_live_max": 0.5274438183717053, "iqa_v2_csiq_mean": 0.670475423336029, "iqa_v2_csiq_min": 0.670475423336029, "iqa_v2_csiq_max": 0.670475423336029, "iqa_v2_tid2013_mean": 0.3917472097608778, "iqa_v2_tid2013_min": 0.3917472097608778, "iqa_v2_tid2013_max": 0.3917472097608778, "iqa_v2_kadid10k_mean": 0.3873291015625, "iqa_v2_kadid10k_min": 0.3873291015625, "iqa_v2_kadid10k_max": 0.3873291015625, "iqa_v2_flive_mean": 0.6443379720052084, "iqa_v2_flive_min": 0.6443379720052084, "iqa_v2_flive_max": 0.6443379720052084, "iqa_v2_spaq_mean": 0.5308816312539457, "iqa_v2_spaq_min": 0.5308816312539457, "iqa_v2_spaq_max": 0.5308816312539457, "iqa_v2_clive_mean": 0.3952193212027502, "iqa_v2_clive_min": 0.3952193212027502, "iqa_v2_clive_max": 0.3952193212027502, "iqa_v2_koniq10k_mean": 0.5182403025000987, "iqa_v2_koniq10k_min": 0.5182403025000987, "iqa_v2_koniq10k_max": 0.5182403025000987, "imdecont": { "jpg": 0.3580576181411743 }, "imdecont_image_match": { "jpg": 189211 }, "imdecont_max": 0.3580576181411743, "imdecont_mean": 0.3580576181411743, "imdecont_min": 0.3580576181411743, "clip_score_clip_vitl14_224_prev_turn_only_min": 13.390625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 13.390625, "clip_score_clip_vitl14_224_prev_turn_only_max": 13.390625, "clip_score_dfn_public_prev_turn_only_min": 0.9814453125, "clip_score_dfn_public_prev_turn_only_mean": 0.9814453125, "clip_score_dfn_public_prev_turn_only_max": 0.9814453125, "clip_score_siglip2_b16_224_prev_turn_only_min": -12.9375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -12.9375, "clip_score_siglip2_b16_224_prev_turn_only_max": -12.9375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.328125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.328125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.328125, "clip_score_clip_vitl14_224_next_turn_only_min": 28.65625, "clip_score_clip_vitl14_224_next_turn_only_mean": 28.65625, "clip_score_clip_vitl14_224_next_turn_only_max": 28.65625, "clip_score_dfn_public_next_turn_only_min": 1.5634765625, "clip_score_dfn_public_next_turn_only_mean": 1.5634765625, "clip_score_dfn_public_next_turn_only_max": 1.5634765625, "clip_score_siglip2_b16_224_next_turn_only_min": -8.03125, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.03125, "clip_score_siglip2_b16_224_next_turn_only_max": -8.03125, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.515625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.515625, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.25, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.25, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.25, "clip_score_dfn_public_prev_and_next_turn_min": 0.888671875, "clip_score_dfn_public_prev_and_next_turn_mean": 0.888671875, "clip_score_dfn_public_prev_and_next_turn_max": 0.888671875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -9.125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -9.125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -9.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.078125, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1556.1 }, "im_clarity_mean": 1556.1, "im_clarity_min": 1556.1, "im_clarity_max": 1556.1, "im_luma": { "jpg": 201.12 }, "im_luma_mean": 201.12, "im_luma_min": 201.12, "im_luma_max": 201.12, "im_saturation": { "jpg": 5.89 }, "im_saturation_mean": 5.89, "im_saturation_min": 5.89, "im_saturation_max": 5.89, "im_entropy": { "jpg": 3.7 }, "im_entropy_mean": 3.7, "im_entropy_min": 3.7, "im_entropy_max": 3.7, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.7827751040458679, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.07632844895124435, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.03655574843287468, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.5579227805137634, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.3853995203971863, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9988489151000977, "text_quality_nvidia_edu_nemotron4_score": 1.8115234375, "text_quality_nvidia_edu_mixtral_score": 1.3701171875, "text_quality_dclmbaseline_fasttext_score": 0.92646324634552, "text_quality_dolma3_fasttext_score": 0.948677122592926, "custom_fasttext_val_fasttext_score": 0.0005537867546081543, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00010609626770019531, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 4.0 }, "174": { "detoxify": 1, "length_chars": 370, "length_tokens": 2598, "length_tokens_text_only": 295, "length_tokens_trainable_only": 234, "length_images": 1, "iqa_live_mean": 0.5957883969701901, "iqa_live_min": 0.5957883969701901, "iqa_live_max": 0.5957883969701901, "iqa_csiq_mean": 0.713444173336029, "iqa_csiq_min": 0.713444173336029, "iqa_csiq_max": 0.713444173336029, "iqa_tid2013_mean": 0.38355493545532227, "iqa_tid2013_min": 0.38355493545532227, "iqa_tid2013_max": 0.38355493545532227, "iqa_kadid10k_mean": 0.3685302734375, "iqa_kadid10k_min": 0.3685302734375, "iqa_kadid10k_max": 0.3685302734375, "iqa_flive_mean": 0.6491172096946023, "iqa_flive_min": 0.6491172096946023, "iqa_flive_max": 0.6491172096946023, "iqa_spaq_mean": 0.45068513504182456, "iqa_spaq_min": 0.45068513504182456, "iqa_spaq_max": 0.45068513504182456, "iqa_clive_mean": 0.5287025914047704, "iqa_clive_min": 0.5287025914047704, "iqa_clive_max": 0.5287025914047704, "iqa_koniq10k_mean": 0.5586443429041391, "iqa_koniq10k_min": 0.5586443429041391, "iqa_koniq10k_max": 0.5586443429041391, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.914564847946167 }, { "lang": "en", "score": 0.017354389652609825 }, { "lang": "ko", "score": 0.010012452490627766 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5957883969701901, "iqa_v2_live_min": 0.5957883969701901, "iqa_v2_live_max": 0.5957883969701901, "iqa_v2_csiq_mean": 0.713444173336029, "iqa_v2_csiq_min": 0.713444173336029, "iqa_v2_csiq_max": 0.713444173336029, "iqa_v2_tid2013_mean": 0.38355493545532227, "iqa_v2_tid2013_min": 0.38355493545532227, "iqa_v2_tid2013_max": 0.38355493545532227, "iqa_v2_kadid10k_mean": 0.3685302734375, "iqa_v2_kadid10k_min": 0.3685302734375, "iqa_v2_kadid10k_max": 0.3685302734375, "iqa_v2_flive_mean": 0.6491172096946023, "iqa_v2_flive_min": 0.6491172096946023, "iqa_v2_flive_max": 0.6491172096946023, "iqa_v2_spaq_mean": 0.45068513504182456, "iqa_v2_spaq_min": 0.45068513504182456, "iqa_v2_spaq_max": 0.45068513504182456, "iqa_v2_clive_mean": 0.5287025914047704, "iqa_v2_clive_min": 0.5287025914047704, "iqa_v2_clive_max": 0.5287025914047704, "iqa_v2_koniq10k_mean": 0.5586443429041391, "iqa_v2_koniq10k_min": 0.5586443429041391, "iqa_v2_koniq10k_max": 0.5586443429041391, "imdecont": { "jpg": 0.3144965171813965 }, "imdecont_image_match": { "jpg": 194484 }, "imdecont_max": 0.3144965171813965, "imdecont_mean": 0.3144965171813965, "imdecont_min": 0.3144965171813965, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.828125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.828125, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.828125, "clip_score_dfn_public_prev_turn_only_min": 1.5537109375, "clip_score_dfn_public_prev_turn_only_mean": 1.5537109375, "clip_score_dfn_public_prev_turn_only_max": 1.5537109375, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.1953125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.1953125, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.1953125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.671875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.671875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.671875, "clip_score_clip_vitl14_224_next_turn_only_min": 23.15625, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.15625, "clip_score_clip_vitl14_224_next_turn_only_max": 23.15625, "clip_score_dfn_public_next_turn_only_min": 1.46484375, "clip_score_dfn_public_next_turn_only_mean": 1.46484375, "clip_score_dfn_public_next_turn_only_max": 1.46484375, "clip_score_siglip2_b16_224_next_turn_only_min": -10.1015625, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.1015625, "clip_score_siglip2_b16_224_next_turn_only_max": -10.1015625, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.1875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.1875, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.5625, "clip_score_dfn_public_prev_and_next_turn_min": 3.107421875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.107421875, "clip_score_dfn_public_prev_and_next_turn_max": 3.107421875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.78125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.78125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.78125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.140625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.140625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.140625, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2791.8 }, "im_clarity_mean": 2791.8, "im_clarity_min": 2791.8, "im_clarity_max": 2791.8, "im_luma": { "jpg": 210.76 }, "im_luma_mean": 210.76, "im_luma_min": 210.76, "im_luma_max": 210.76, "im_saturation": { "jpg": 3.85 }, "im_saturation_mean": 3.85, "im_saturation_min": 3.85, "im_saturation_max": 3.85, "im_entropy": { "jpg": 3.76 }, "im_entropy_mean": 3.76, "im_entropy_min": 3.76, "im_entropy_max": 3.76, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.914564847946167, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.017354389652609825, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.010012452490627766, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.6029189229011536, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.45103466510772705, "text_quality_nvidia_domain_label": "Finance", "text_quality_nvidia_domain_score": 0.6967170834541321, "text_quality_nvidia_edu_nemotron4_score": 1.2861328125, "text_quality_nvidia_edu_mixtral_score": 0.80712890625, "text_quality_dclmbaseline_fasttext_score": 0.9999227523803711, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 3.743171691894531e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 6.759166717529297e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.90625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.40625, "within_sample_repetition_detection": 2.0 }, "156": { "detoxify": 1, "length_chars": 532, "length_tokens": 2723, "length_tokens_text_only": 420, "length_tokens_trainable_only": 356, "length_images": 1, "iqa_live_mean": 0.6340617555560487, "iqa_live_min": 0.6340617555560487, "iqa_live_max": 0.6340617555560487, "iqa_csiq_mean": 0.811100423336029, "iqa_csiq_min": 0.811100423336029, "iqa_csiq_max": 0.811100423336029, "iqa_tid2013_mean": 0.4639314545525445, "iqa_tid2013_min": 0.4639314545525445, "iqa_tid2013_max": 0.4639314545525445, "iqa_kadid10k_mean": 0.52459716796875, "iqa_kadid10k_min": 0.52459716796875, "iqa_kadid10k_max": 0.52459716796875, "iqa_flive_mean": 0.6813930935329862, "iqa_flive_min": 0.6813930935329862, "iqa_flive_max": 0.6813930935329862, "iqa_spaq_mean": 0.592138733526673, "iqa_spaq_min": 0.592138733526673, "iqa_spaq_max": 0.592138733526673, "iqa_clive_mean": 0.5064093464552755, "iqa_clive_min": 0.5064093464552755, "iqa_clive_max": 0.5064093464552755, "iqa_koniq10k_mean": 0.5627478782576745, "iqa_koniq10k_min": 0.5627478782576745, "iqa_koniq10k_max": 0.5627478782576745, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8652087450027466 }, { "lang": "en", "score": 0.030353831127285957 }, { "lang": "ja", "score": 0.01764954999089241 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.6340617555560487, "iqa_v2_live_min": 0.6340617555560487, "iqa_v2_live_max": 0.6340617555560487, "iqa_v2_csiq_mean": 0.811100423336029, "iqa_v2_csiq_min": 0.811100423336029, "iqa_v2_csiq_max": 0.811100423336029, "iqa_v2_tid2013_mean": 0.4639314545525445, "iqa_v2_tid2013_min": 0.4639314545525445, "iqa_v2_tid2013_max": 0.4639314545525445, "iqa_v2_kadid10k_mean": 0.52459716796875, "iqa_v2_kadid10k_min": 0.52459716796875, "iqa_v2_kadid10k_max": 0.52459716796875, "iqa_v2_flive_mean": 0.6813930935329862, "iqa_v2_flive_min": 0.6813930935329862, "iqa_v2_flive_max": 0.6813930935329862, "iqa_v2_spaq_mean": 0.592138733526673, "iqa_v2_spaq_min": 0.592138733526673, "iqa_v2_spaq_max": 0.592138733526673, "iqa_v2_clive_mean": 0.5064093464552755, "iqa_v2_clive_min": 0.5064093464552755, "iqa_v2_clive_max": 0.5064093464552755, "iqa_v2_koniq10k_mean": 0.5627478782576745, "iqa_v2_koniq10k_min": 0.5627478782576745, "iqa_v2_koniq10k_max": 0.5627478782576745, "imdecont": { "jpg": 0.3143802881240845 }, "imdecont_image_match": { "jpg": 106418 }, "imdecont_max": 0.3143802881240845, "imdecont_mean": 0.3143802881240845, "imdecont_min": 0.3143802881240845, "clip_score_clip_vitl14_224_prev_turn_only_min": 9.921875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 9.921875, "clip_score_clip_vitl14_224_prev_turn_only_max": 9.921875, "clip_score_dfn_public_prev_turn_only_min": 2.4296875, "clip_score_dfn_public_prev_turn_only_mean": 2.4296875, "clip_score_dfn_public_prev_turn_only_max": 2.4296875, "clip_score_siglip2_b16_224_prev_turn_only_min": -10.234375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -10.234375, "clip_score_siglip2_b16_224_prev_turn_only_max": -10.234375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 15.359375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 15.359375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 15.359375, "clip_score_clip_vitl14_224_next_turn_only_min": 22.703125, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.703125, "clip_score_clip_vitl14_224_next_turn_only_max": 22.703125, "clip_score_dfn_public_next_turn_only_min": 3.826171875, "clip_score_dfn_public_next_turn_only_mean": 3.826171875, "clip_score_dfn_public_next_turn_only_max": 3.826171875, "clip_score_siglip2_b16_224_next_turn_only_min": -5.078125, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.078125, "clip_score_siglip2_b16_224_next_turn_only_max": -5.078125, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.0625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.0625, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 18.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 18.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 18.609375, "clip_score_dfn_public_prev_and_next_turn_min": 2.630859375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.630859375, "clip_score_dfn_public_prev_and_next_turn_max": 2.630859375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.6484375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.6484375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.6484375, "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": 1334 }, "im_height_mean": 1334.0, "im_height_min": 1334, "im_height_max": 1334, "im_width": { "jpg": 750 }, "im_width_mean": 750.0, "im_width_min": 750, "im_width_max": 750, "im_ar": { "jpg": 0.5622 }, "im_ar_mean": 0.5622, "im_ar_min": 0.5622, "im_ar_max": 0.5622, "im_kilobytes": { "jpg": 2931.15 }, "im_kilobytes_mean": 2931.15, "im_kilobytes_min": 2931.15, "im_kilobytes_max": 2931.15, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3813.52 }, "im_clarity_mean": 3813.52, "im_clarity_min": 3813.52, "im_clarity_max": 3813.52, "im_luma": { "jpg": 218.15 }, "im_luma_mean": 218.15, "im_luma_min": 218.15, "im_luma_max": 218.15, "im_saturation": { "jpg": 28.22 }, "im_saturation_mean": 28.22, "im_saturation_min": 28.22, "im_saturation_max": 28.22, "im_entropy": { "jpg": 4.25 }, "im_entropy_mean": 4.25, "im_entropy_min": 4.25, "im_entropy_max": 4.25, "unifilter_score_qwen2_5_1_5b": 0.265380859375, "unifilter_score_qwen3_0_6b": 2.2421875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8652087450027466, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.030353831127285957, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.01764954999089241, "text_quality_weborganizer_topic_label": "Adult", "text_quality_weborganizer_topic_score": 0.2704826295375824, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.6512971520423889, "text_quality_nvidia_domain_label": "Beauty_and_Fitness", "text_quality_nvidia_domain_score": 0.9723327159881592, "text_quality_nvidia_edu_nemotron4_score": 1.6005859375, "text_quality_nvidia_edu_mixtral_score": 1.0458984375, "text_quality_dclmbaseline_fasttext_score": 0.8529303669929504, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.00011873245239257812, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0009346604347229004, "custom_fasttext_core_clean_fasttext_score": 4.780292510986328e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.15625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.265625, "within_sample_repetition_detection": 4.0 }, "164": { "detoxify": 1, "length_chars": 510, "length_tokens": 2662, "length_tokens_text_only": 359, "length_tokens_trainable_only": 295, "length_images": 1, "iqa_live_mean": 0.8169847353540285, "iqa_live_min": 0.8169847353540285, "iqa_live_max": 0.8169847353540285, "iqa_csiq_mean": 0.831608235836029, "iqa_csiq_min": 0.831608235836029, "iqa_csiq_max": 0.831608235836029, "iqa_tid2013_mean": 0.6186352305942111, "iqa_tid2013_min": 0.6186352305942111, "iqa_tid2013_max": 0.6186352305942111, "iqa_kadid10k_mean": 0.71307373046875, "iqa_kadid10k_min": 0.71307373046875, "iqa_kadid10k_max": 0.71307373046875, "iqa_flive_mean": 0.7332988700481377, "iqa_flive_min": 0.7332988700481377, "iqa_flive_max": 0.7332988700481377, "iqa_spaq_mean": 0.7934487082741478, "iqa_spaq_min": 0.7934487082741478, "iqa_spaq_max": 0.7934487082741478, "iqa_clive_mean": 0.7522268584280304, "iqa_clive_min": 0.7522268584280304, "iqa_clive_max": 0.7522268584280304, "iqa_koniq10k_mean": 0.6935874861900253, "iqa_koniq10k_min": 0.6935874861900253, "iqa_koniq10k_max": 0.6935874861900253, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8332318663597107 }, { "lang": "en", "score": 0.050211481750011444 }, { "lang": "ja", "score": 0.04112564027309418 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.8169847353540285, "iqa_v2_live_min": 0.8169847353540285, "iqa_v2_live_max": 0.8169847353540285, "iqa_v2_csiq_mean": 0.831608235836029, "iqa_v2_csiq_min": 0.831608235836029, "iqa_v2_csiq_max": 0.831608235836029, "iqa_v2_tid2013_mean": 0.6186352305942111, "iqa_v2_tid2013_min": 0.6186352305942111, "iqa_v2_tid2013_max": 0.6186352305942111, "iqa_v2_kadid10k_mean": 0.71307373046875, "iqa_v2_kadid10k_min": 0.71307373046875, "iqa_v2_kadid10k_max": 0.71307373046875, "iqa_v2_flive_mean": 0.7332988700481377, "iqa_v2_flive_min": 0.7332988700481377, "iqa_v2_flive_max": 0.7332988700481377, "iqa_v2_spaq_mean": 0.7934487082741478, "iqa_v2_spaq_min": 0.7934487082741478, "iqa_v2_spaq_max": 0.7934487082741478, "iqa_v2_clive_mean": 0.7522268584280304, "iqa_v2_clive_min": 0.7522268584280304, "iqa_v2_clive_max": 0.7522268584280304, "iqa_v2_koniq10k_mean": 0.6935874861900253, "iqa_v2_koniq10k_min": 0.6935874861900253, "iqa_v2_koniq10k_max": 0.6935874861900253, "imdecont": { "jpg": 0.2577857971191406 }, "imdecont_image_match": { "jpg": 217448 }, "imdecont_max": 0.2577857971191406, "imdecont_mean": 0.2577857971191406, "imdecont_min": 0.2577857971191406, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.3125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.3125, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.3125, "clip_score_dfn_public_prev_turn_only_min": 1.5634765625, "clip_score_dfn_public_prev_turn_only_mean": 1.5634765625, "clip_score_dfn_public_prev_turn_only_max": 1.5634765625, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.3984375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.3984375, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.3984375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.84375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.84375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.84375, "clip_score_clip_vitl14_224_next_turn_only_min": 24.625, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.625, "clip_score_clip_vitl14_224_next_turn_only_max": 24.625, "clip_score_dfn_public_next_turn_only_min": 1.8935546875, "clip_score_dfn_public_next_turn_only_mean": 1.8935546875, "clip_score_dfn_public_next_turn_only_max": 1.8935546875, "clip_score_siglip2_b16_224_next_turn_only_min": -4.078125, "clip_score_siglip2_b16_224_next_turn_only_mean": -4.078125, "clip_score_siglip2_b16_224_next_turn_only_max": -4.078125, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.0625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.0625, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.6875, "clip_score_dfn_public_prev_and_next_turn_min": 1.57421875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.57421875, "clip_score_dfn_public_prev_and_next_turn_max": 1.57421875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.9609375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.9609375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.9609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.703125, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2093.1 }, "im_clarity_mean": 2093.1, "im_clarity_min": 2093.1, "im_clarity_max": 2093.1, "im_luma": { "jpg": 88.0 }, "im_luma_mean": 88.0, "im_luma_min": 88.0, "im_luma_max": 88.0, "im_saturation": { "jpg": 97.43 }, "im_saturation_mean": 97.43, "im_saturation_min": 97.43, "im_saturation_max": 97.43, "im_entropy": { "jpg": 6.46 }, "im_entropy_mean": 6.46, "im_entropy_min": 6.46, "im_entropy_max": 6.46, "unifilter_score_qwen2_5_1_5b": -1.19140625, "unifilter_score_qwen3_0_6b": -2.71484375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8332318663597107, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.050211481750011444, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.04112564027309418, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.39061808586120605, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.6390413045883179, "text_quality_nvidia_domain_label": "Internet_and_Telecom", "text_quality_nvidia_domain_score": 0.9997534155845642, "text_quality_nvidia_edu_nemotron4_score": 1.3203125, "text_quality_nvidia_edu_mixtral_score": 0.90283203125, "text_quality_dclmbaseline_fasttext_score": 0.07028234004974365, "text_quality_dolma3_fasttext_score": 0.5506623387336731, "custom_fasttext_val_fasttext_score": 0.00026553869247436523, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00027686357498168945, "custom_fasttext_core_clean_fasttext_score": 4.172325134277344e-06, "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": 2.953125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.234375, "within_sample_repetition_detection": 4.0 }, "172": { "detoxify": 1, "length_chars": 492, "length_tokens": 2619, "length_tokens_text_only": 316, "length_tokens_trainable_only": 252, "length_images": 1, "iqa_live_mean": 0.30830414126617733, "iqa_live_min": 0.30830414126617733, "iqa_live_max": 0.30830414126617733, "iqa_csiq_mean": 0.519291341304779, "iqa_csiq_min": 0.519291341304779, "iqa_csiq_max": 0.519291341304779, "iqa_tid2013_mean": 0.2780319319831, "iqa_tid2013_min": 0.2780319319831, "iqa_tid2013_max": 0.2780319319831, "iqa_kadid10k_mean": 0.3441162109375, "iqa_kadid10k_min": 0.3441162109375, "iqa_kadid10k_max": 0.3441162109375, "iqa_flive_mean": 0.5852559407552084, "iqa_flive_min": 0.5852559407552084, "iqa_flive_max": 0.5852559407552084, "iqa_spaq_mean": 0.4516715618095013, "iqa_spaq_min": 0.4516715618095013, "iqa_spaq_max": 0.4516715618095013, "iqa_clive_mean": 0.3150425535259825, "iqa_clive_min": 0.3150425535259825, "iqa_clive_max": 0.3150425535259825, "iqa_koniq10k_mean": 0.43001429239908856, "iqa_koniq10k_min": 0.43001429239908856, "iqa_koniq10k_max": 0.43001429239908856, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8689523339271545 }, { "lang": "ja", "score": 0.039615701884031296 }, { "lang": "en", "score": 0.028582273051142693 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.30830414126617733, "iqa_v2_live_min": 0.30830414126617733, "iqa_v2_live_max": 0.30830414126617733, "iqa_v2_csiq_mean": 0.519291341304779, "iqa_v2_csiq_min": 0.519291341304779, "iqa_v2_csiq_max": 0.519291341304779, "iqa_v2_tid2013_mean": 0.2780319319831, "iqa_v2_tid2013_min": 0.2780319319831, "iqa_v2_tid2013_max": 0.2780319319831, "iqa_v2_kadid10k_mean": 0.3441162109375, "iqa_v2_kadid10k_min": 0.3441162109375, "iqa_v2_kadid10k_max": 0.3441162109375, "iqa_v2_flive_mean": 0.5852559407552084, "iqa_v2_flive_min": 0.5852559407552084, "iqa_v2_flive_max": 0.5852559407552084, "iqa_v2_spaq_mean": 0.4516321047387942, "iqa_v2_spaq_min": 0.4516321047387942, "iqa_v2_spaq_max": 0.4516321047387942, "iqa_v2_clive_mean": 0.31488472524315425, "iqa_v2_clive_min": 0.31488472524315425, "iqa_v2_clive_max": 0.31488472524315425, "iqa_v2_koniq10k_mean": 0.43001429239908856, "iqa_v2_koniq10k_min": 0.43001429239908856, "iqa_v2_koniq10k_max": 0.43001429239908856, "imdecont": { "jpg": 0.44408392906188965 }, "imdecont_image_match": { "jpg": 215263 }, "imdecont_max": 0.44408392906188965, "imdecont_mean": 0.44408392906188965, "imdecont_min": 0.44408392906188965, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.78125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.78125, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.78125, "clip_score_dfn_public_prev_turn_only_min": 1.625, "clip_score_dfn_public_prev_turn_only_mean": 1.625, "clip_score_dfn_public_prev_turn_only_max": 1.625, "clip_score_siglip2_b16_224_prev_turn_only_min": -6.4453125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -6.4453125, "clip_score_siglip2_b16_224_prev_turn_only_max": -6.4453125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.171875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.171875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.171875, "clip_score_clip_vitl14_224_next_turn_only_min": 23.796875, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.796875, "clip_score_clip_vitl14_224_next_turn_only_max": 23.796875, "clip_score_dfn_public_next_turn_only_min": 2.8515625, "clip_score_dfn_public_next_turn_only_mean": 2.8515625, "clip_score_dfn_public_next_turn_only_max": 2.8515625, "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": 22.140625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.140625, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.140625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.359375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.359375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.359375, "clip_score_dfn_public_prev_and_next_turn_min": 2.900390625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.900390625, "clip_score_dfn_public_prev_and_next_turn_max": 2.900390625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.1640625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.1640625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.1640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.078125, "im_height": { "jpg": 2208 }, "im_height_mean": 2208.0, "im_height_min": 2208, "im_height_max": 2208, "im_width": { "jpg": 1242 }, "im_width_mean": 1242.0, "im_width_min": 1242, "im_width_max": 1242, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 8034.19 }, "im_kilobytes_mean": 8034.19, "im_kilobytes_min": 8034.19, "im_kilobytes_max": 8034.19, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1340.07 }, "im_clarity_mean": 1340.07, "im_clarity_min": 1340.07, "im_clarity_max": 1340.07, "im_luma": { "jpg": 243.02 }, "im_luma_mean": 243.02, "im_luma_min": 243.02, "im_luma_max": 243.02, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 2.09 }, "im_entropy_mean": 2.09, "im_entropy_min": 2.09, "im_entropy_max": 2.09, "unifilter_score_qwen2_5_1_5b": 1.2470703125, "unifilter_score_qwen3_0_6b": -1.662109375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8689523339271545, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.039615701884031296, "language_detection_annotation_nllb_2_lan": "en", "language_detection_annotation_nllb_2_score": 0.028582273051142693, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.9809829592704773, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.4106292128562927, "text_quality_nvidia_domain_label": "Law_and_Government", "text_quality_nvidia_domain_score": 0.9991181492805481, "text_quality_nvidia_edu_nemotron4_score": 1.5400390625, "text_quality_nvidia_edu_mixtral_score": 1.12109375, "text_quality_dclmbaseline_fasttext_score": 0.06312298774719238, "text_quality_dolma3_fasttext_score": 0.9189842343330383, "custom_fasttext_val_fasttext_score": 1.0609626770019531e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 7.581710815429688e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.421875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.296875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 6.0 }, "169": { "detoxify": 1, "length_chars": 389, "length_tokens": 2604, "length_tokens_text_only": 300, "length_tokens_trainable_only": 236, "length_images": 1, "iqa_live_mean": 0.5117152435610992, "iqa_live_min": 0.5117152435610992, "iqa_live_max": 0.5117152435610992, "iqa_csiq_mean": 0.627384603023529, "iqa_csiq_min": 0.627384603023529, "iqa_csiq_max": 0.627384603023529, "iqa_tid2013_mean": 0.36179929309421116, "iqa_tid2013_min": 0.36179929309421116, "iqa_tid2013_max": 0.36179929309421116, "iqa_kadid10k_mean": 0.3187255859375, "iqa_kadid10k_min": 0.3187255859375, "iqa_kadid10k_max": 0.3187255859375, "iqa_flive_mean": 0.6219312879774306, "iqa_flive_min": 0.6219312879774306, "iqa_flive_max": 0.6219312879774306, "iqa_spaq_mean": 0.5092690207741478, "iqa_spaq_min": 0.5092690207741478, "iqa_spaq_max": 0.5092690207741478, "iqa_clive_mean": 0.39474583635426536, "iqa_clive_min": 0.39474583635426536, "iqa_clive_max": 0.39474583635426536, "iqa_koniq10k_mean": 0.4908570954293916, "iqa_koniq10k_min": 0.4908570954293916, "iqa_koniq10k_max": 0.4908570954293916, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9143620133399963 }, { "lang": "en", "score": 0.023465020582079887 }, { "lang": "ja", "score": 0.01619626022875309 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5117152435610992, "iqa_v2_live_min": 0.5117152435610992, "iqa_v2_live_max": 0.5117152435610992, "iqa_v2_csiq_mean": 0.627384603023529, "iqa_v2_csiq_min": 0.627384603023529, "iqa_v2_csiq_max": 0.627384603023529, "iqa_v2_tid2013_mean": 0.36179929309421116, "iqa_v2_tid2013_min": 0.36179929309421116, "iqa_v2_tid2013_max": 0.36179929309421116, "iqa_v2_kadid10k_mean": 0.3187255859375, "iqa_v2_kadid10k_min": 0.3187255859375, "iqa_v2_kadid10k_max": 0.3187255859375, "iqa_v2_flive_mean": 0.6219707450481377, "iqa_v2_flive_min": 0.6219707450481377, "iqa_v2_flive_max": 0.6219707450481377, "iqa_v2_spaq_mean": 0.509219699435764, "iqa_v2_spaq_min": 0.509219699435764, "iqa_v2_spaq_max": 0.509219699435764, "iqa_v2_clive_mean": 0.3946669222128512, "iqa_v2_clive_min": 0.3946669222128512, "iqa_v2_clive_max": 0.3946669222128512, "iqa_v2_koniq10k_mean": 0.4908570954293916, "iqa_v2_koniq10k_min": 0.4908570954293916, "iqa_v2_koniq10k_max": 0.4908570954293916, "imdecont": { "jpg": 0.3531986474990845 }, "imdecont_image_match": { "jpg": 182157 }, "imdecont_max": 0.3531986474990845, "imdecont_mean": 0.3531986474990845, "imdecont_min": 0.3531986474990845, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.859375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.859375, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.859375, "clip_score_dfn_public_prev_turn_only_min": 0.66162109375, "clip_score_dfn_public_prev_turn_only_mean": 0.66162109375, "clip_score_dfn_public_prev_turn_only_max": 0.66162109375, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.015625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.015625, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.015625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.796875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.796875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.796875, "clip_score_clip_vitl14_224_next_turn_only_min": 25.25, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.25, "clip_score_clip_vitl14_224_next_turn_only_max": 25.25, "clip_score_dfn_public_next_turn_only_min": 1.8642578125, "clip_score_dfn_public_next_turn_only_mean": 1.8642578125, "clip_score_dfn_public_next_turn_only_max": 1.8642578125, "clip_score_siglip2_b16_224_next_turn_only_min": -2.7109375, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.7109375, "clip_score_siglip2_b16_224_next_turn_only_max": -2.7109375, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.84375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.84375, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.84375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.296875, "clip_score_dfn_public_prev_and_next_turn_min": 1.98046875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.98046875, "clip_score_dfn_public_prev_and_next_turn_max": 1.98046875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.3984375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.3984375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.3984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.078125, "im_height": { "jpg": 2160 }, "im_height_mean": 2160.0, "im_height_min": 2160, "im_height_max": 2160, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5 }, "im_ar_mean": 0.5, "im_ar_min": 0.5, "im_ar_max": 0.5, "im_kilobytes": { "jpg": 6834.38 }, "im_kilobytes_mean": 6834.38, "im_kilobytes_min": 6834.38, "im_kilobytes_max": 6834.38, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 723.33 }, "im_clarity_mean": 723.33, "im_clarity_min": 723.33, "im_clarity_max": 723.33, "im_luma": { "jpg": 209.18 }, "im_luma_mean": 209.18, "im_luma_min": 209.18, "im_luma_max": 209.18, "im_saturation": { "jpg": 27.29 }, "im_saturation_mean": 27.29, "im_saturation_min": 27.29, "im_saturation_max": 27.29, "im_entropy": { "jpg": 3.55 }, "im_entropy_mean": 3.55, "im_entropy_min": 3.55, "im_entropy_max": 3.55, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9143620133399963, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.023465020582079887, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.01619626022875309, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.6984692215919495, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.45644229650497437, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.8741889595985413, "text_quality_nvidia_edu_nemotron4_score": 1.41015625, "text_quality_nvidia_edu_mixtral_score": 0.98486328125, "text_quality_dclmbaseline_fasttext_score": 0.20064890384674072, "text_quality_dolma3_fasttext_score": 0.9999774694442749, "custom_fasttext_val_fasttext_score": 0.00040155649185180664, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 1.3709068298339844e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.09375, "within_sample_repetition_detection": 4.0 }, "170": { "detoxify": 1, "length_chars": 525, "length_tokens": 2681, "length_tokens_text_only": 377, "length_tokens_trainable_only": 313, "length_images": 1, "iqa_live_mean": 0.3924266545459477, "iqa_live_min": 0.3924266545459477, "iqa_live_max": 0.3924266545459477, "iqa_csiq_mean": 0.623356282711029, "iqa_csiq_min": 0.623356282711029, "iqa_csiq_max": 0.623356282711029, "iqa_tid2013_mean": 0.25437741809421116, "iqa_tid2013_min": 0.25437741809421116, "iqa_tid2013_max": 0.25437741809421116, "iqa_kadid10k_mean": 0.3153076171875, "iqa_kadid10k_min": 0.3153076171875, "iqa_kadid10k_max": 0.3153076171875, "iqa_flive_mean": 0.6499606045809659, "iqa_flive_min": 0.6499606045809659, "iqa_flive_max": 0.6499606045809659, "iqa_spaq_mean": 0.5124058578953599, "iqa_spaq_min": 0.5124058578953599, "iqa_spaq_max": 0.5124058578953599, "iqa_clive_mean": 0.5504434373643664, "iqa_clive_min": 0.5504434373643664, "iqa_clive_max": 0.5504434373643664, "iqa_koniq10k_mean": 0.45676618633848254, "iqa_koniq10k_min": 0.45676618633848254, "iqa_koniq10k_max": 0.45676618633848254, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8661355376243591 }, { "lang": "en", "score": 0.0452905148267746 }, { "lang": "ja", "score": 0.016465039923787117 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3924266545459477, "iqa_v2_live_min": 0.3924266545459477, "iqa_v2_live_max": 0.3924266545459477, "iqa_v2_csiq_mean": 0.623356282711029, "iqa_v2_csiq_min": 0.623356282711029, "iqa_v2_csiq_max": 0.623356282711029, "iqa_v2_tid2013_mean": 0.25437741809421116, "iqa_v2_tid2013_min": 0.25437741809421116, "iqa_v2_tid2013_max": 0.25437741809421116, "iqa_v2_kadid10k_mean": 0.3153076171875, "iqa_v2_kadid10k_min": 0.3153076171875, "iqa_v2_kadid10k_max": 0.3153076171875, "iqa_v2_flive_mean": 0.6499606045809659, "iqa_v2_flive_min": 0.6499606045809659, "iqa_v2_flive_max": 0.6499606045809659, "iqa_v2_spaq_mean": 0.5124058578953599, "iqa_v2_spaq_min": 0.5124058578953599, "iqa_v2_spaq_max": 0.5124058578953599, "iqa_v2_clive_mean": 0.5504434373643664, "iqa_v2_clive_min": 0.5504434373643664, "iqa_v2_clive_max": 0.5504434373643664, "iqa_v2_koniq10k_mean": 0.45676618633848254, "iqa_v2_koniq10k_min": 0.45676618633848254, "iqa_v2_koniq10k_max": 0.45676618633848254, "imdecont": { "jpg": 0.38538360595703125 }, "imdecont_image_match": { "jpg": 104197 }, "imdecont_max": 0.38538360595703125, "imdecont_mean": 0.38538360595703125, "imdecont_min": 0.38538360595703125, "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": 3.173828125, "clip_score_dfn_public_prev_turn_only_mean": 3.173828125, "clip_score_dfn_public_prev_turn_only_max": 3.173828125, "clip_score_siglip2_b16_224_prev_turn_only_min": -6.4609375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -6.4609375, "clip_score_siglip2_b16_224_prev_turn_only_max": -6.4609375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.5, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.5, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.5, "clip_score_clip_vitl14_224_next_turn_only_min": 22.46875, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.46875, "clip_score_clip_vitl14_224_next_turn_only_max": 22.46875, "clip_score_dfn_public_next_turn_only_min": 3.89453125, "clip_score_dfn_public_next_turn_only_mean": 3.89453125, "clip_score_dfn_public_next_turn_only_max": 3.89453125, "clip_score_siglip2_b16_224_next_turn_only_min": -9.8125, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.8125, "clip_score_siglip2_b16_224_next_turn_only_max": -9.8125, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.03125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.03125, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.359375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.359375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.359375, "clip_score_dfn_public_prev_and_next_turn_min": 3.76953125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.76953125, "clip_score_dfn_public_prev_and_next_turn_max": 3.76953125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.3125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.3125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.875, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 9368.22 }, "im_clarity_mean": 9368.22, "im_clarity_min": 9368.22, "im_clarity_max": 9368.22, "im_luma": { "jpg": 226.59 }, "im_luma_mean": 226.59, "im_luma_min": 226.59, "im_luma_max": 226.59, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 3.2 }, "im_entropy_mean": 3.2, "im_entropy_min": 3.2, "im_entropy_max": 3.2, "unifilter_score_qwen2_5_1_5b": -0.2919921875, "unifilter_score_qwen3_0_6b": -0.04156494140625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8661355376243591, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.0452905148267746, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.016465039923787117, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.7454646229743958, "text_quality_weborganizer_format_label": "News Article", "text_quality_weborganizer_format_score": 0.5635255575180054, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.8208351731300354, "text_quality_nvidia_edu_nemotron4_score": 1.6708984375, "text_quality_nvidia_edu_mixtral_score": 1.44921875, "text_quality_dclmbaseline_fasttext_score": 0.9999071359634399, "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": 4.029273986816406e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.671875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.40625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.265625, "within_sample_repetition_detection": 4.0 }, "181": { "detoxify": 1, "length_chars": 469, "length_tokens": 2640, "length_tokens_text_only": 337, "length_tokens_trainable_only": 273, "length_images": 1, "iqa_live_mean": 0.37467097272776584, "iqa_live_min": 0.37467097272776584, "iqa_live_max": 0.37467097272776584, "iqa_csiq_mean": 0.602848470211029, "iqa_csiq_min": 0.602848470211029, "iqa_csiq_max": 0.602848470211029, "iqa_tid2013_mean": 0.28953366809421116, "iqa_tid2013_min": 0.28953366809421116, "iqa_tid2013_max": 0.28953366809421116, "iqa_kadid10k_mean": 0.4012451171875, "iqa_kadid10k_min": 0.4012451171875, "iqa_kadid10k_max": 0.4012451171875, "iqa_flive_mean": 0.6275835133562185, "iqa_flive_min": 0.6275835133562185, "iqa_flive_max": 0.6275835133562185, "iqa_spaq_mean": 0.4938974091500947, "iqa_spaq_min": 0.4938974091500947, "iqa_spaq_max": 0.4938974091500947, "iqa_clive_mean": 0.4560621242330532, "iqa_clive_min": 0.4560621242330532, "iqa_clive_max": 0.4560621242330532, "iqa_koniq10k_mean": 0.44942717118696734, "iqa_koniq10k_min": 0.44942717118696734, "iqa_koniq10k_max": 0.44942717118696734, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9346436262130737 }, { "lang": "en", "score": 0.023114385083317757 }, { "lang": "ko", "score": 0.008619609288871288 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.37467097272776584, "iqa_v2_live_min": 0.37467097272776584, "iqa_v2_live_max": 0.37467097272776584, "iqa_v2_csiq_mean": 0.602848470211029, "iqa_v2_csiq_min": 0.602848470211029, "iqa_v2_csiq_max": 0.602848470211029, "iqa_v2_tid2013_mean": 0.28953366809421116, "iqa_v2_tid2013_min": 0.28953366809421116, "iqa_v2_tid2013_max": 0.28953366809421116, "iqa_v2_kadid10k_mean": 0.4012451171875, "iqa_v2_kadid10k_min": 0.4012451171875, "iqa_v2_kadid10k_max": 0.4012451171875, "iqa_v2_flive_mean": 0.6275835133562185, "iqa_v2_flive_min": 0.6275835133562185, "iqa_v2_flive_max": 0.6275835133562185, "iqa_v2_spaq_mean": 0.4938974091500947, "iqa_v2_spaq_min": 0.4938974091500947, "iqa_v2_spaq_max": 0.4938974091500947, "iqa_v2_clive_mean": 0.4560621242330532, "iqa_v2_clive_min": 0.4560621242330532, "iqa_v2_clive_max": 0.4560621242330532, "iqa_v2_koniq10k_mean": 0.44942717118696734, "iqa_v2_koniq10k_min": 0.44942717118696734, "iqa_v2_koniq10k_max": 0.44942717118696734, "imdecont": { "jpg": 0.4112284183502197 }, "imdecont_image_match": { "jpg": 215270 }, "imdecont_max": 0.4112284183502197, "imdecont_mean": 0.4112284183502197, "imdecont_min": 0.4112284183502197, "clip_score_clip_vitl14_224_prev_turn_only_min": 13.6328125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 13.6328125, "clip_score_clip_vitl14_224_prev_turn_only_max": 13.6328125, "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": -10.71875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -10.71875, "clip_score_siglip2_b16_224_prev_turn_only_max": -10.71875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.609375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.609375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.609375, "clip_score_clip_vitl14_224_next_turn_only_min": 25.4375, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.4375, "clip_score_clip_vitl14_224_next_turn_only_max": 25.4375, "clip_score_dfn_public_next_turn_only_min": 2.71875, "clip_score_dfn_public_next_turn_only_mean": 2.71875, "clip_score_dfn_public_next_turn_only_max": 2.71875, "clip_score_siglip2_b16_224_next_turn_only_min": -9.484375, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.484375, "clip_score_siglip2_b16_224_next_turn_only_max": -9.484375, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.140625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.140625, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.140625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.78125, "clip_score_dfn_public_prev_and_next_turn_min": 2.26171875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.26171875, "clip_score_dfn_public_prev_and_next_turn_max": 2.26171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.453125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.453125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.453125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.65625, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4848.72 }, "im_clarity_mean": 4848.72, "im_clarity_min": 4848.72, "im_clarity_max": 4848.72, "im_luma": { "jpg": 235.61 }, "im_luma_mean": 235.61, "im_luma_min": 235.61, "im_luma_max": 235.61, "im_saturation": { "jpg": 0.02 }, "im_saturation_mean": 0.02, "im_saturation_min": 0.02, "im_saturation_max": 0.02, "im_entropy": { "jpg": 2.74 }, "im_entropy_mean": 2.74, "im_entropy_min": 2.74, "im_entropy_max": 2.74, "unifilter_score_qwen2_5_1_5b": -1.625, "unifilter_score_qwen3_0_6b": -3.125, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9346436262130737, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.023114385083317757, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.008619609288871288, "text_quality_weborganizer_topic_label": "Finance & Business", "text_quality_weborganizer_topic_score": 0.5756723880767822, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.25738587975502014, "text_quality_nvidia_domain_label": "Autos_and_Vehicles", "text_quality_nvidia_domain_score": 0.957308828830719, "text_quality_nvidia_edu_nemotron4_score": 1.6806640625, "text_quality_nvidia_edu_mixtral_score": 1.3466796875, "text_quality_dclmbaseline_fasttext_score": 0.9651524424552917, "text_quality_dolma3_fasttext_score": 0.9995551705360413, "custom_fasttext_val_fasttext_score": 8.153915405273438e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0002523064613342285, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.96875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.59375, "within_sample_repetition_detection": 4.0 }, "183": { "detoxify": 1, "length_chars": 347, "length_tokens": 2576, "length_tokens_text_only": 272, "length_tokens_trainable_only": 208, "length_images": 1, "iqa_live_mean": 0.6995604929297861, "iqa_live_min": 0.6995604929297861, "iqa_live_max": 0.6995604929297861, "iqa_csiq_mean": 0.766422688961029, "iqa_csiq_min": 0.766422688961029, "iqa_csiq_max": 0.766422688961029, "iqa_tid2013_mean": 0.5250479910108778, "iqa_tid2013_min": 0.5250479910108778, "iqa_tid2013_max": 0.5250479910108778, "iqa_kadid10k_mean": 0.6390457153320312, "iqa_kadid10k_min": 0.6390457153320312, "iqa_kadid10k_max": 0.6390457153320312, "iqa_flive_mean": 0.6833462185329862, "iqa_flive_min": 0.6833462185329862, "iqa_flive_max": 0.6833462185329862, "iqa_spaq_mean": 0.6079215618095013, "iqa_spaq_min": 0.6079215618095013, "iqa_spaq_max": 0.6079215618095013, "iqa_clive_mean": 0.5029371242330533, "iqa_clive_min": 0.5029371242330533, "iqa_clive_max": 0.5029371242330533, "iqa_koniq10k_mean": 0.636453647806187, "iqa_koniq10k_min": 0.636453647806187, "iqa_koniq10k_max": 0.636453647806187, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.5821592211723328 }, { "lang": "en", "score": 0.13996738195419312 }, { "lang": "ja", "score": 0.06031099334359169 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.6995604929297861, "iqa_v2_live_min": 0.6995604929297861, "iqa_v2_live_max": 0.6995604929297861, "iqa_v2_csiq_mean": 0.766422688961029, "iqa_v2_csiq_min": 0.766422688961029, "iqa_v2_csiq_max": 0.766422688961029, "iqa_v2_tid2013_mean": 0.5250479910108778, "iqa_v2_tid2013_min": 0.5250479910108778, "iqa_v2_tid2013_max": 0.5250479910108778, "iqa_v2_kadid10k_mean": 0.6390457153320312, "iqa_v2_kadid10k_min": 0.6390457153320312, "iqa_v2_kadid10k_max": 0.6390457153320312, "iqa_v2_flive_mean": 0.6833462185329862, "iqa_v2_flive_min": 0.6833462185329862, "iqa_v2_flive_max": 0.6833462185329862, "iqa_v2_spaq_mean": 0.6079215618095013, "iqa_v2_spaq_min": 0.6079215618095013, "iqa_v2_spaq_max": 0.6079215618095013, "iqa_v2_clive_mean": 0.5029371242330533, "iqa_v2_clive_min": 0.5029371242330533, "iqa_v2_clive_max": 0.5029371242330533, "iqa_v2_koniq10k_mean": 0.636453647806187, "iqa_v2_koniq10k_min": 0.636453647806187, "iqa_v2_koniq10k_max": 0.636453647806187, "imdecont": { "jpg": 0.41452455520629883 }, "imdecont_image_match": { "jpg": 179992 }, "imdecont_max": 0.41452455520629883, "imdecont_mean": 0.41452455520629883, "imdecont_min": 0.41452455520629883, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.78125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.78125, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.78125, "clip_score_dfn_public_prev_turn_only_min": 1.265625, "clip_score_dfn_public_prev_turn_only_mean": 1.265625, "clip_score_dfn_public_prev_turn_only_max": 1.265625, "clip_score_siglip2_b16_224_prev_turn_only_min": -11.59375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -11.59375, "clip_score_siglip2_b16_224_prev_turn_only_max": -11.59375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 13.0390625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 13.0390625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 13.0390625, "clip_score_clip_vitl14_224_next_turn_only_min": 24.15625, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.15625, "clip_score_clip_vitl14_224_next_turn_only_max": 24.15625, "clip_score_dfn_public_next_turn_only_min": 0.52490234375, "clip_score_dfn_public_next_turn_only_mean": 0.52490234375, "clip_score_dfn_public_next_turn_only_max": 0.52490234375, "clip_score_siglip2_b16_224_next_turn_only_min": -2.4453125, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.4453125, "clip_score_siglip2_b16_224_next_turn_only_max": -2.4453125, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.953125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.953125, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.953125, "clip_score_dfn_public_prev_and_next_turn_min": 0.38623046875, "clip_score_dfn_public_prev_and_next_turn_mean": 0.38623046875, "clip_score_dfn_public_prev_and_next_turn_max": 0.38623046875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.3046875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.3046875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.3046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 19.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 19.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 19.796875, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1259.01 }, "im_clarity_mean": 1259.01, "im_clarity_min": 1259.01, "im_clarity_max": 1259.01, "im_luma": { "jpg": 168.89 }, "im_luma_mean": 168.89, "im_luma_min": 168.89, "im_luma_max": 168.89, "im_saturation": { "jpg": 124.73 }, "im_saturation_mean": 124.73, "im_saturation_min": 124.73, "im_saturation_max": 124.73, "im_entropy": { "jpg": 7.52 }, "im_entropy_mean": 7.52, "im_entropy_min": 7.52, "im_entropy_max": 7.52, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.5821592211723328, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.13996738195419312, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.06031099334359169, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.632618248462677, "text_quality_weborganizer_format_label": "Product Page", "text_quality_weborganizer_format_score": 0.3762013614177704, "text_quality_nvidia_domain_label": "Computers_and_Electronics", "text_quality_nvidia_domain_score": 0.9552801251411438, "text_quality_nvidia_edu_nemotron4_score": 1.7880859375, "text_quality_nvidia_edu_mixtral_score": 1.359375, "text_quality_dclmbaseline_fasttext_score": 0.9344853758811951, "text_quality_dolma3_fasttext_score": 0.9959700703620911, "custom_fasttext_val_fasttext_score": 0.002918839454650879, "custom_fasttext_core_fasttext_score": 3.838539123535156e-05, "custom_fasttext_val_clean_fasttext_score": 0.0024089813232421875, "custom_fasttext_core_clean_fasttext_score": 0.0002803206443786621, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.703125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.515625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 0.0 }, "180": { "detoxify": 1, "length_chars": 411, "length_tokens": 2638, "length_tokens_text_only": 335, "length_tokens_trainable_only": 270, "length_images": 1, "iqa_live_mean": 0.2892069190439551, "iqa_live_min": 0.2892069190439551, "iqa_live_max": 0.2892069190439551, "iqa_csiq_mean": 0.49597591161727905, "iqa_csiq_min": 0.49597591161727905, "iqa_csiq_max": 0.49597591161727905, "iqa_tid2013_mean": 0.24265866809421113, "iqa_tid2013_min": 0.24265866809421113, "iqa_tid2013_max": 0.24265866809421113, "iqa_kadid10k_mean": 0.2696533203125, "iqa_kadid10k_min": 0.2696533203125, "iqa_kadid10k_max": 0.2696533203125, "iqa_flive_mean": 0.6022816667653094, "iqa_flive_min": 0.6022816667653094, "iqa_flive_max": 0.6022816667653094, "iqa_spaq_mean": 0.5055896489307135, "iqa_spaq_min": 0.5055896489307135, "iqa_spaq_max": 0.5055896489307135, "iqa_clive_mean": 0.40240050807143707, "iqa_clive_min": 0.40240050807143707, "iqa_clive_max": 0.40240050807143707, "iqa_koniq10k_mean": 0.4376689641162603, "iqa_koniq10k_min": 0.4376689641162603, "iqa_koniq10k_max": 0.4376689641162603, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8152022957801819 }, { "lang": "en", "score": 0.07258091121912003 }, { "lang": "ko", "score": 0.018862608820199966 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.2892069190439551, "iqa_v2_live_min": 0.2892069190439551, "iqa_v2_live_max": 0.2892069190439551, "iqa_v2_csiq_mean": 0.49597591161727905, "iqa_v2_csiq_min": 0.49597591161727905, "iqa_v2_csiq_max": 0.49597591161727905, "iqa_v2_tid2013_mean": 0.24265866809421113, "iqa_v2_tid2013_min": 0.24265866809421113, "iqa_v2_tid2013_max": 0.24265866809421113, "iqa_v2_kadid10k_mean": 0.2696533203125, "iqa_v2_kadid10k_min": 0.2696533203125, "iqa_v2_kadid10k_max": 0.2696533203125, "iqa_v2_flive_mean": 0.6022816667653094, "iqa_v2_flive_min": 0.6022816667653094, "iqa_v2_flive_max": 0.6022816667653094, "iqa_v2_spaq_mean": 0.5055896489307135, "iqa_v2_spaq_min": 0.5055896489307135, "iqa_v2_spaq_max": 0.5055896489307135, "iqa_v2_clive_mean": 0.40240050807143707, "iqa_v2_clive_min": 0.40240050807143707, "iqa_v2_clive_max": 0.40240050807143707, "iqa_v2_koniq10k_mean": 0.4376689641162603, "iqa_v2_koniq10k_min": 0.4376689641162603, "iqa_v2_koniq10k_max": 0.4376689641162603, "imdecont": { "jpg": 0.3821311593055725 }, "imdecont_image_match": { "jpg": 189211 }, "imdecont_max": 0.3821311593055725, "imdecont_mean": 0.3821311593055725, "imdecont_min": 0.3821311593055725, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.265625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.265625, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.265625, "clip_score_dfn_public_prev_turn_only_min": 2.427734375, "clip_score_dfn_public_prev_turn_only_mean": 2.427734375, "clip_score_dfn_public_prev_turn_only_max": 2.427734375, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.96875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.96875, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.96875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.90625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.90625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.90625, "clip_score_clip_vitl14_224_next_turn_only_min": 19.984375, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.984375, "clip_score_clip_vitl14_224_next_turn_only_max": 19.984375, "clip_score_dfn_public_next_turn_only_min": 3.142578125, "clip_score_dfn_public_next_turn_only_mean": 3.142578125, "clip_score_dfn_public_next_turn_only_max": 3.142578125, "clip_score_siglip2_b16_224_next_turn_only_min": -1.5546875, "clip_score_siglip2_b16_224_next_turn_only_mean": -1.5546875, "clip_score_siglip2_b16_224_next_turn_only_max": -1.5546875, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.359375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.359375, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.359375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.21875, "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": -1.8515625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.8515625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.8515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.859375, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3624.22 }, "im_clarity_mean": 3624.22, "im_clarity_min": 3624.22, "im_clarity_max": 3624.22, "im_luma": { "jpg": 216.45 }, "im_luma_mean": 216.45, "im_luma_min": 216.45, "im_luma_max": 216.45, "im_saturation": { "jpg": 2.58 }, "im_saturation_mean": 2.58, "im_saturation_min": 2.58, "im_saturation_max": 2.58, "im_entropy": { "jpg": 2.75 }, "im_entropy_mean": 2.75, "im_entropy_min": 2.75, "im_entropy_max": 2.75, "unifilter_score_qwen2_5_1_5b": -2.46484375, "unifilter_score_qwen3_0_6b": -1.7138671875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8152022957801819, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.07258091121912003, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.018862608820199966, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.49501118063926697, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.31872013211250305, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.9999916553497314, "text_quality_nvidia_edu_nemotron4_score": 0.990234375, "text_quality_nvidia_edu_mixtral_score": 0.556640625, "text_quality_dclmbaseline_fasttext_score": 0.9952347278594971, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 4.839897155761719e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 3.0040740966796875e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.921875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.671875, "within_sample_repetition_detection": 4.0 }, "182": { "detoxify": 1, "length_chars": 510, "length_tokens": 2687, "length_tokens_text_only": 384, "length_tokens_trainable_only": 320, "length_images": 1, "iqa_live_mean": 0.4733531065661497, "iqa_live_min": 0.4733531065661497, "iqa_live_max": 0.4733531065661497, "iqa_csiq_mean": 0.615909993648529, "iqa_csiq_min": 0.615909993648529, "iqa_csiq_max": 0.615909993648529, "iqa_tid2013_mean": 0.35962915420532227, "iqa_tid2013_min": 0.35962915420532227, "iqa_tid2013_max": 0.35962915420532227, "iqa_kadid10k_mean": 0.3404541015625, "iqa_kadid10k_min": 0.3404541015625, "iqa_kadid10k_max": 0.3404541015625, "iqa_flive_mean": 0.6389668782552084, "iqa_flive_min": 0.6389668782552084, "iqa_flive_max": 0.6389668782552084, "iqa_spaq_mean": 0.5152171741832386, "iqa_spaq_min": 0.5152171741832386, "iqa_spaq_max": 0.5152171741832386, "iqa_clive_mean": 0.4846339755588108, "iqa_clive_min": 0.4846339755588108, "iqa_clive_max": 0.4846339755588108, "iqa_koniq10k_mean": 0.5065610095708057, "iqa_koniq10k_min": 0.5065610095708057, "iqa_koniq10k_max": 0.5065610095708057, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9652215838432312 }, { "lang": "en", "score": 0.00948675349354744 }, { "lang": "ja", "score": 0.005808631423860788 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.4733531065661497, "iqa_v2_live_min": 0.4733531065661497, "iqa_v2_live_max": 0.4733531065661497, "iqa_v2_csiq_mean": 0.615909993648529, "iqa_v2_csiq_min": 0.615909993648529, "iqa_v2_csiq_max": 0.615909993648529, "iqa_v2_tid2013_mean": 0.35962915420532227, "iqa_v2_tid2013_min": 0.35962915420532227, "iqa_v2_tid2013_max": 0.35962915420532227, "iqa_v2_kadid10k_mean": 0.3404541015625, "iqa_v2_kadid10k_min": 0.3404541015625, "iqa_v2_kadid10k_max": 0.3404541015625, "iqa_v2_flive_mean": 0.6389668782552084, "iqa_v2_flive_min": 0.6389668782552084, "iqa_v2_flive_max": 0.6389668782552084, "iqa_v2_spaq_mean": 0.5152171741832386, "iqa_v2_spaq_min": 0.5152171741832386, "iqa_v2_spaq_max": 0.5152171741832386, "iqa_v2_clive_mean": 0.4846339755588108, "iqa_v2_clive_min": 0.4846339755588108, "iqa_v2_clive_max": 0.4846339755588108, "iqa_v2_koniq10k_mean": 0.5065610095708057, "iqa_v2_koniq10k_min": 0.5065610095708057, "iqa_v2_koniq10k_max": 0.5065610095708057, "imdecont": { "jpg": 0.3196394443511963 }, "imdecont_image_match": { "jpg": 262065 }, "imdecont_max": 0.3196394443511963, "imdecont_mean": 0.3196394443511963, "imdecont_min": 0.3196394443511963, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.828125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.828125, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.828125, "clip_score_dfn_public_prev_turn_only_min": 3.26171875, "clip_score_dfn_public_prev_turn_only_mean": 3.26171875, "clip_score_dfn_public_prev_turn_only_max": 3.26171875, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.65625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.65625, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.65625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.25, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.25, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.25, "clip_score_clip_vitl14_224_next_turn_only_min": 18.859375, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.859375, "clip_score_clip_vitl14_224_next_turn_only_max": 18.859375, "clip_score_dfn_public_next_turn_only_min": 2.775390625, "clip_score_dfn_public_next_turn_only_mean": 2.775390625, "clip_score_dfn_public_next_turn_only_max": 2.775390625, "clip_score_siglip2_b16_224_next_turn_only_min": -7.515625, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.515625, "clip_score_siglip2_b16_224_next_turn_only_max": -7.515625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.4375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.4375, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.015625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.015625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.015625, "clip_score_dfn_public_prev_and_next_turn_min": 3.50390625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.50390625, "clip_score_dfn_public_prev_and_next_turn_max": 3.50390625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -8.7421875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -8.7421875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -8.7421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.34375, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2026.6 }, "im_clarity_mean": 2026.6, "im_clarity_min": 2026.6, "im_clarity_max": 2026.6, "im_luma": { "jpg": 212.13 }, "im_luma_mean": 212.13, "im_luma_min": 212.13, "im_luma_max": 212.13, "im_saturation": { "jpg": 3.39 }, "im_saturation_mean": 3.39, "im_saturation_min": 3.39, "im_saturation_max": 3.39, "im_entropy": { "jpg": 3.59 }, "im_entropy_mean": 3.59, "im_entropy_min": 3.59, "im_entropy_max": 3.59, "unifilter_score_qwen2_5_1_5b": -1.3408203125, "unifilter_score_qwen3_0_6b": -2.154296875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9652215838432312, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.00948675349354744, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.005808631423860788, "text_quality_weborganizer_topic_label": "Education & Jobs", "text_quality_weborganizer_topic_score": 0.3190844655036926, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.34080731868743896, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9938293099403381, "text_quality_nvidia_edu_nemotron4_score": 1.5966796875, "text_quality_nvidia_edu_mixtral_score": 1.1455078125, "text_quality_dclmbaseline_fasttext_score": 0.7805560827255249, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0003743171691894531, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 3.898143768310547e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 0.0 }, "166": { "detoxify": 1, "length_chars": 394, "length_tokens": 2591, "length_tokens_text_only": 287, "length_tokens_trainable_only": 220, "length_images": 1, "iqa_live_mean": 0.31035590894294507, "iqa_live_min": 0.31035590894294507, "iqa_live_max": 0.31035590894294507, "iqa_csiq_mean": 0.521305501461029, "iqa_csiq_min": 0.521305501461029, "iqa_csiq_max": 0.521305501461029, "iqa_tid2013_mean": 0.20229408476087782, "iqa_tid2013_min": 0.20229408476087782, "iqa_tid2013_max": 0.20229408476087782, "iqa_kadid10k_mean": 0.2508544921875, "iqa_kadid10k_min": 0.2508544921875, "iqa_kadid10k_max": 0.2508544921875, "iqa_flive_mean": 0.6035048359572286, "iqa_flive_min": 0.6035048359572286, "iqa_flive_max": 0.6035048359572286, "iqa_spaq_mean": 0.5612043900923296, "iqa_spaq_min": 0.5612043900923296, "iqa_spaq_max": 0.5612043900923296, "iqa_clive_mean": 0.40689861413204315, "iqa_clive_min": 0.40689861413204315, "iqa_clive_max": 0.40689861413204315, "iqa_koniq10k_mean": 0.4600016661364623, "iqa_koniq10k_min": 0.4600016661364623, "iqa_koniq10k_max": 0.4600016661364623, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.920051634311676 }, { "lang": "en", "score": 0.02572447434067726 }, { "lang": "ko", "score": 0.008574147708714008 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.31035590894294507, "iqa_v2_live_min": 0.31035590894294507, "iqa_v2_live_max": 0.31035590894294507, "iqa_v2_csiq_mean": 0.521305501461029, "iqa_v2_csiq_min": 0.521305501461029, "iqa_v2_csiq_max": 0.521305501461029, "iqa_v2_tid2013_mean": 0.20229408476087782, "iqa_v2_tid2013_min": 0.20229408476087782, "iqa_v2_tid2013_max": 0.20229408476087782, "iqa_v2_kadid10k_mean": 0.2508544921875, "iqa_v2_kadid10k_min": 0.2508544921875, "iqa_v2_kadid10k_max": 0.2508544921875, "iqa_v2_flive_mean": 0.6035048359572286, "iqa_v2_flive_min": 0.6035048359572286, "iqa_v2_flive_max": 0.6035048359572286, "iqa_v2_spaq_mean": 0.5612043900923296, "iqa_v2_spaq_min": 0.5612043900923296, "iqa_v2_spaq_max": 0.5612043900923296, "iqa_v2_clive_mean": 0.40689861413204315, "iqa_v2_clive_min": 0.40689861413204315, "iqa_v2_clive_max": 0.40689861413204315, "iqa_v2_koniq10k_mean": 0.4600016661364623, "iqa_v2_koniq10k_min": 0.4600016661364623, "iqa_v2_koniq10k_max": 0.4600016661364623, "imdecont": { "jpg": 0.4156379699707031 }, "imdecont_image_match": { "jpg": 258807 }, "imdecont_max": 0.4156379699707031, "imdecont_mean": 0.4156379699707031, "imdecont_min": 0.4156379699707031, "clip_score_clip_vitl14_224_prev_turn_only_min": 13.765625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 13.765625, "clip_score_clip_vitl14_224_prev_turn_only_max": 13.765625, "clip_score_dfn_public_prev_turn_only_min": 2.26171875, "clip_score_dfn_public_prev_turn_only_mean": 2.26171875, "clip_score_dfn_public_prev_turn_only_max": 2.26171875, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.78125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.78125, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.78125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.46875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.46875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.46875, "clip_score_clip_vitl14_224_next_turn_only_min": 22.75, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.75, "clip_score_clip_vitl14_224_next_turn_only_max": 22.75, "clip_score_dfn_public_next_turn_only_min": 2.455078125, "clip_score_dfn_public_next_turn_only_mean": 2.455078125, "clip_score_dfn_public_next_turn_only_max": 2.455078125, "clip_score_siglip2_b16_224_next_turn_only_min": -9.453125, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.453125, "clip_score_siglip2_b16_224_next_turn_only_max": -9.453125, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.125, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.625, "clip_score_dfn_public_prev_and_next_turn_min": 2.775390625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.775390625, "clip_score_dfn_public_prev_and_next_turn_max": 2.775390625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -7.046875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -7.046875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -7.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 19.71875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 19.71875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 19.71875, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4180.28 }, "im_clarity_mean": 4180.28, "im_clarity_min": 4180.28, "im_clarity_max": 4180.28, "im_luma": { "jpg": 232.36 }, "im_luma_mean": 232.36, "im_luma_min": 232.36, "im_luma_max": 232.36, "im_saturation": { "jpg": 0.1 }, "im_saturation_mean": 0.1, "im_saturation_min": 0.1, "im_saturation_max": 0.1, "im_entropy": { "jpg": 2.39 }, "im_entropy_mean": 2.39, "im_entropy_min": 2.39, "im_entropy_max": 2.39, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.920051634311676, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.02572447434067726, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.008574147708714008, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.7409382462501526, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.4190206527709961, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.6346496939659119, "text_quality_nvidia_edu_nemotron4_score": 1.8623046875, "text_quality_nvidia_edu_mixtral_score": 1.29296875, "text_quality_dclmbaseline_fasttext_score": 0.9725667238235474, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.00011897087097167969, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0005241036415100098, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.359375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.953125, "within_sample_repetition_detection": 4.0 }, "177": { "detoxify": 1, "length_chars": 423, "length_tokens": 2633, "length_tokens_text_only": 330, "length_tokens_trainable_only": 267, "length_images": 1, "iqa_live_mean": 0.6058894070712002, "iqa_live_min": 0.6058894070712002, "iqa_live_max": 0.6058894070712002, "iqa_csiq_mean": 0.715397298336029, "iqa_csiq_min": 0.715397298336029, "iqa_csiq_max": 0.715397298336029, "iqa_tid2013_mean": 0.3942428694831, "iqa_tid2013_min": 0.3942428694831, "iqa_tid2013_max": 0.3942428694831, "iqa_kadid10k_mean": 0.3768310546875, "iqa_kadid10k_min": 0.3768310546875, "iqa_kadid10k_max": 0.3768310546875, "iqa_flive_mean": 0.6800318245935922, "iqa_flive_min": 0.6800318245935922, "iqa_flive_max": 0.6800318245935922, "iqa_spaq_mean": 0.5598233926175821, "iqa_spaq_min": 0.5598233926175821, "iqa_spaq_max": 0.5598233926175821, "iqa_clive_mean": 0.5078100724653765, "iqa_clive_min": 0.5078100724653765, "iqa_clive_max": 0.5078100724653765, "iqa_koniq10k_mean": 0.5969966156314118, "iqa_koniq10k_min": 0.5969966156314118, "iqa_koniq10k_max": 0.5969966156314118, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.3760108947753906 }, { "lang": "en", "score": 0.1861487627029419 }, { "lang": "kn", "score": 0.06777072697877884 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.6058894070712002, "iqa_v2_live_min": 0.6058894070712002, "iqa_v2_live_max": 0.6058894070712002, "iqa_v2_csiq_mean": 0.715397298336029, "iqa_v2_csiq_min": 0.715397298336029, "iqa_v2_csiq_max": 0.715397298336029, "iqa_v2_tid2013_mean": 0.3942428694831, "iqa_v2_tid2013_min": 0.3942428694831, "iqa_v2_tid2013_max": 0.3942428694831, "iqa_v2_kadid10k_mean": 0.3768310546875, "iqa_v2_kadid10k_min": 0.3768310546875, "iqa_v2_kadid10k_max": 0.3768310546875, "iqa_v2_flive_mean": 0.6800318245935922, "iqa_v2_flive_min": 0.6800318245935922, "iqa_v2_flive_max": 0.6800318245935922, "iqa_v2_spaq_mean": 0.5598233926175821, "iqa_v2_spaq_min": 0.5598233926175821, "iqa_v2_spaq_max": 0.5598233926175821, "iqa_v2_clive_mean": 0.5078100724653765, "iqa_v2_clive_min": 0.5078100724653765, "iqa_v2_clive_max": 0.5078100724653765, "iqa_v2_koniq10k_mean": 0.5969966156314118, "iqa_v2_koniq10k_min": 0.5969966156314118, "iqa_v2_koniq10k_max": 0.5969966156314118, "imdecont": { "jpg": 0.3617452383041382 }, "imdecont_image_match": { "jpg": 182157 }, "imdecont_max": 0.3617452383041382, "imdecont_mean": 0.3617452383041382, "imdecont_min": 0.3617452383041382, "clip_score_clip_vitl14_224_prev_turn_only_min": 11.09375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 11.09375, "clip_score_clip_vitl14_224_prev_turn_only_max": 11.09375, "clip_score_dfn_public_prev_turn_only_min": 2.046875, "clip_score_dfn_public_prev_turn_only_mean": 2.046875, "clip_score_dfn_public_prev_turn_only_max": 2.046875, "clip_score_siglip2_b16_224_prev_turn_only_min": -10.1875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -10.1875, "clip_score_siglip2_b16_224_prev_turn_only_max": -10.1875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.359375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.359375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.359375, "clip_score_clip_vitl14_224_next_turn_only_min": 23.84375, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.84375, "clip_score_clip_vitl14_224_next_turn_only_max": 23.84375, "clip_score_dfn_public_next_turn_only_min": 2.392578125, "clip_score_dfn_public_next_turn_only_mean": 2.392578125, "clip_score_dfn_public_next_turn_only_max": 2.392578125, "clip_score_siglip2_b16_224_next_turn_only_min": -6.046875, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.046875, "clip_score_siglip2_b16_224_next_turn_only_max": -6.046875, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.21875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.21875, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 19.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 19.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 19.984375, "clip_score_dfn_public_prev_and_next_turn_min": 1.5390625, "clip_score_dfn_public_prev_and_next_turn_mean": 1.5390625, "clip_score_dfn_public_prev_and_next_turn_max": 1.5390625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.6796875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.6796875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.6796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.59375, "im_height": { "jpg": 1274 }, "im_height_mean": 1274.0, "im_height_min": 1274, "im_height_max": 1274, "im_width": { "jpg": 707 }, "im_width_mean": 707.0, "im_width_min": 707, "im_width_max": 707, "im_ar": { "jpg": 0.5549 }, "im_ar_mean": 0.5549, "im_ar_min": 0.5549, "im_ar_max": 0.5549, "im_kilobytes": { "jpg": 2638.82 }, "im_kilobytes_mean": 2638.82, "im_kilobytes_min": 2638.82, "im_kilobytes_max": 2638.82, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1545.43 }, "im_clarity_mean": 1545.43, "im_clarity_min": 1545.43, "im_clarity_max": 1545.43, "im_luma": { "jpg": 214.86 }, "im_luma_mean": 214.86, "im_luma_min": 214.86, "im_luma_max": 214.86, "im_saturation": { "jpg": 5.4 }, "im_saturation_mean": 5.4, "im_saturation_min": 5.4, "im_saturation_max": 5.4, "im_entropy": { "jpg": 3.36 }, "im_entropy_mean": 3.36, "im_entropy_min": 3.36, "im_entropy_max": 3.36, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.3760108947753906, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.1861487627029419, "language_detection_annotation_nllb_2_lan": "kn", "language_detection_annotation_nllb_2_score": 0.06777072697877884, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.6274346113204956, "text_quality_weborganizer_format_label": "Documentation", "text_quality_weborganizer_format_score": 0.4232795834541321, "text_quality_nvidia_domain_label": "Games", "text_quality_nvidia_domain_score": 0.48172810673713684, "text_quality_nvidia_edu_nemotron4_score": 1.66796875, "text_quality_nvidia_edu_mixtral_score": 1.0625, "text_quality_dclmbaseline_fasttext_score": 0.9953255653381348, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0017467737197875977, "custom_fasttext_core_fasttext_score": 4.088878631591797e-05, "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": 3.71875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.40625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.3125, "within_sample_repetition_detection": 3.0 }, "175": { "detoxify": 1, "length_chars": 422, "length_tokens": 2626, "length_tokens_text_only": 322, "length_tokens_trainable_only": 255, "length_images": 1, "iqa_live_mean": 0.3138281311651673, "iqa_live_min": 0.3138281311651673, "iqa_live_max": 0.3138281311651673, "iqa_csiq_mean": 0.563541829586029, "iqa_csiq_min": 0.563541829586029, "iqa_csiq_max": 0.563541829586029, "iqa_tid2013_mean": 0.2552454736497667, "iqa_tid2013_min": 0.2552454736497667, "iqa_tid2013_max": 0.2552454736497667, "iqa_kadid10k_mean": 0.3099365234375, "iqa_kadid10k_min": 0.3099365234375, "iqa_kadid10k_max": 0.3099365234375, "iqa_flive_mean": 0.6007625695430872, "iqa_flive_min": 0.6007625695430872, "iqa_flive_max": 0.6007625695430872, "iqa_spaq_mean": 0.5089336356731377, "iqa_spaq_min": 0.5089336356731377, "iqa_spaq_max": 0.5089336356731377, "iqa_clive_mean": 0.2836347252431542, "iqa_clive_min": 0.2836347252431542, "iqa_clive_max": 0.2836347252431542, "iqa_koniq10k_mean": 0.4474543176516138, "iqa_koniq10k_min": 0.4474543176516138, "iqa_koniq10k_max": 0.4474543176516138, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8082359433174133 }, { "lang": "en", "score": 0.06852954626083374 }, { "lang": "ja", "score": 0.02373870275914669 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3138281311651673, "iqa_v2_live_min": 0.3138281311651673, "iqa_v2_live_max": 0.3138281311651673, "iqa_v2_csiq_mean": 0.563541829586029, "iqa_v2_csiq_min": 0.563541829586029, "iqa_v2_csiq_max": 0.563541829586029, "iqa_v2_tid2013_mean": 0.2552454736497667, "iqa_v2_tid2013_min": 0.2552454736497667, "iqa_v2_tid2013_max": 0.2552454736497667, "iqa_v2_kadid10k_mean": 0.3099365234375, "iqa_v2_kadid10k_min": 0.3099365234375, "iqa_v2_kadid10k_max": 0.3099365234375, "iqa_v2_flive_mean": 0.6007625695430872, "iqa_v2_flive_min": 0.6007625695430872, "iqa_v2_flive_max": 0.6007625695430872, "iqa_v2_spaq_mean": 0.5089336356731377, "iqa_v2_spaq_min": 0.5089336356731377, "iqa_v2_spaq_max": 0.5089336356731377, "iqa_v2_clive_mean": 0.2836347252431542, "iqa_v2_clive_min": 0.2836347252431542, "iqa_v2_clive_max": 0.2836347252431542, "iqa_v2_koniq10k_mean": 0.4474543176516138, "iqa_v2_koniq10k_min": 0.4474543176516138, "iqa_v2_koniq10k_max": 0.4474543176516138, "imdecont": { "jpg": 0.3747389316558838 }, "imdecont_image_match": { "jpg": 189211 }, "imdecont_max": 0.3747389316558838, "imdecont_mean": 0.3747389316558838, "imdecont_min": 0.3747389316558838, "clip_score_clip_vitl14_224_prev_turn_only_min": 12.765625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 12.765625, "clip_score_clip_vitl14_224_prev_turn_only_max": 12.765625, "clip_score_dfn_public_prev_turn_only_min": 2.189453125, "clip_score_dfn_public_prev_turn_only_mean": 2.189453125, "clip_score_dfn_public_prev_turn_only_max": 2.189453125, "clip_score_siglip2_b16_224_prev_turn_only_min": -10.1484375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -10.1484375, "clip_score_siglip2_b16_224_prev_turn_only_max": -10.1484375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 15.53125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 15.53125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 15.53125, "clip_score_clip_vitl14_224_next_turn_only_min": 23.40625, "clip_score_clip_vitl14_224_next_turn_only_mean": 23.40625, "clip_score_clip_vitl14_224_next_turn_only_max": 23.40625, "clip_score_dfn_public_next_turn_only_min": 1.9375, "clip_score_dfn_public_next_turn_only_mean": 1.9375, "clip_score_dfn_public_next_turn_only_max": 1.9375, "clip_score_siglip2_b16_224_next_turn_only_min": -4.140625, "clip_score_siglip2_b16_224_next_turn_only_mean": -4.140625, "clip_score_siglip2_b16_224_next_turn_only_max": -4.140625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.125, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.34375, "clip_score_dfn_public_prev_and_next_turn_min": 1.7314453125, "clip_score_dfn_public_prev_and_next_turn_mean": 1.7314453125, "clip_score_dfn_public_prev_and_next_turn_max": 1.7314453125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.4296875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.4296875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.4296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.125, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4469.38 }, "im_clarity_mean": 4469.38, "im_clarity_min": 4469.38, "im_clarity_max": 4469.38, "im_luma": { "jpg": 209.97 }, "im_luma_mean": 209.97, "im_luma_min": 209.97, "im_luma_max": 209.97, "im_saturation": { "jpg": 0.96 }, "im_saturation_mean": 0.96, "im_saturation_min": 0.96, "im_saturation_max": 0.96, "im_entropy": { "jpg": 3.24 }, "im_entropy_mean": 3.24, "im_entropy_min": 3.24, "im_entropy_max": 3.24, "unifilter_score_qwen2_5_1_5b": 1.888671875, "unifilter_score_qwen3_0_6b": 0.059173583984375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8082359433174133, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.06852954626083374, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.02373870275914669, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.384652316570282, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.6131559610366821, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.9993322491645813, "text_quality_nvidia_edu_nemotron4_score": 1.5048828125, "text_quality_nvidia_edu_mixtral_score": 0.92333984375, "text_quality_dclmbaseline_fasttext_score": 0.9515007734298706, "text_quality_dolma3_fasttext_score": 0.9997001886367798, "custom_fasttext_val_fasttext_score": 0.0002619624137878418, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00031948089599609375, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.578125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.796875, "within_sample_repetition_detection": 4.0 }, "179": { "detoxify": 1, "length_chars": 546, "length_tokens": 2700, "length_tokens_text_only": 397, "length_tokens_trainable_only": 333, "length_images": 1, "iqa_live_mean": 0.28052636348839954, "iqa_live_min": 0.28052636348839954, "iqa_live_max": 0.28052636348839954, "iqa_csiq_mean": 0.49817317724227905, "iqa_csiq_min": 0.49817317724227905, "iqa_csiq_max": 0.49817317724227905, "iqa_tid2013_mean": 0.23137394587198892, "iqa_tid2013_min": 0.23137394587198892, "iqa_tid2013_max": 0.23137394587198892, "iqa_kadid10k_mean": 0.2845458984375, "iqa_kadid10k_min": 0.2845458984375, "iqa_kadid10k_max": 0.2845458984375, "iqa_flive_mean": 0.6080423990885417, "iqa_flive_min": 0.6080423990885417, "iqa_flive_max": 0.6080423990885417, "iqa_spaq_mean": 0.48131368617818815, "iqa_spaq_min": 0.48131368617818815, "iqa_spaq_max": 0.48131368617818815, "iqa_clive_mean": 0.2691145232229522, "iqa_clive_min": 0.2691145232229522, "iqa_clive_max": 0.2691145232229522, "iqa_koniq10k_mean": 0.4731803277526239, "iqa_koniq10k_min": 0.4731803277526239, "iqa_koniq10k_max": 0.4731803277526239, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9563980102539062 }, { "lang": "en", "score": 0.012207288295030594 }, { "lang": "ko", "score": 0.004655266180634499 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.28052636348839954, "iqa_v2_live_min": 0.28052636348839954, "iqa_v2_live_max": 0.28052636348839954, "iqa_v2_csiq_mean": 0.49817317724227905, "iqa_v2_csiq_min": 0.49817317724227905, "iqa_v2_csiq_max": 0.49817317724227905, "iqa_v2_tid2013_mean": 0.23137394587198892, "iqa_v2_tid2013_min": 0.23137394587198892, "iqa_v2_tid2013_max": 0.23137394587198892, "iqa_v2_kadid10k_mean": 0.2845458984375, "iqa_v2_kadid10k_min": 0.2845458984375, "iqa_v2_kadid10k_max": 0.2845458984375, "iqa_v2_flive_mean": 0.6080423990885417, "iqa_v2_flive_min": 0.6080423990885417, "iqa_v2_flive_max": 0.6080423990885417, "iqa_v2_spaq_mean": 0.48131368617818815, "iqa_v2_spaq_min": 0.48131368617818815, "iqa_v2_spaq_max": 0.48131368617818815, "iqa_v2_clive_mean": 0.2691145232229522, "iqa_v2_clive_min": 0.2691145232229522, "iqa_v2_clive_max": 0.2691145232229522, "iqa_v2_koniq10k_mean": 0.4731803277526239, "iqa_v2_koniq10k_min": 0.4731803277526239, "iqa_v2_koniq10k_max": 0.4731803277526239, "imdecont": { "jpg": 0.4463115930557251 }, "imdecont_image_match": { "jpg": 189135 }, "imdecont_max": 0.4463115930557251, "imdecont_mean": 0.4463115930557251, "imdecont_min": 0.4463115930557251, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.109375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.109375, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.109375, "clip_score_dfn_public_prev_turn_only_min": 2.259765625, "clip_score_dfn_public_prev_turn_only_mean": 2.259765625, "clip_score_dfn_public_prev_turn_only_max": 2.259765625, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.6328125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.6328125, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.6328125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.90625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.90625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.90625, "clip_score_clip_vitl14_224_next_turn_only_min": 21.296875, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.296875, "clip_score_clip_vitl14_224_next_turn_only_max": 21.296875, "clip_score_dfn_public_next_turn_only_min": 1.8623046875, "clip_score_dfn_public_next_turn_only_mean": 1.8623046875, "clip_score_dfn_public_next_turn_only_max": 1.8623046875, "clip_score_siglip2_b16_224_next_turn_only_min": -3.46875, "clip_score_siglip2_b16_224_next_turn_only_mean": -3.46875, "clip_score_siglip2_b16_224_next_turn_only_max": -3.46875, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.875, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.234375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.234375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.234375, "clip_score_dfn_public_prev_and_next_turn_min": 3.546875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.546875, "clip_score_dfn_public_prev_and_next_turn_max": 3.546875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.1015625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.1015625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.1015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.734375, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3930.39 }, "im_clarity_mean": 3930.39, "im_clarity_min": 3930.39, "im_clarity_max": 3930.39, "im_luma": { "jpg": 239.24 }, "im_luma_mean": 239.24, "im_luma_min": 239.24, "im_luma_max": 239.24, "im_saturation": { "jpg": 0.17 }, "im_saturation_mean": 0.17, "im_saturation_min": 0.17, "im_saturation_max": 0.17, "im_entropy": { "jpg": 1.98 }, "im_entropy_mean": 1.98, "im_entropy_min": 1.98, "im_entropy_max": 1.98, "unifilter_score_qwen2_5_1_5b": -0.857421875, "unifilter_score_qwen3_0_6b": 1.3984375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9563980102539062, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.012207288295030594, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.004655266180634499, "text_quality_weborganizer_topic_label": "Adult", "text_quality_weborganizer_topic_score": 0.6564677953720093, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.27562469244003296, "text_quality_nvidia_domain_label": "Internet_and_Telecom", "text_quality_nvidia_domain_score": 0.8972347378730774, "text_quality_nvidia_edu_nemotron4_score": 1.3701171875, "text_quality_nvidia_edu_mixtral_score": 0.826171875, "text_quality_dclmbaseline_fasttext_score": 0.9813432097434998, "text_quality_dolma3_fasttext_score": 0.9970374703407288, "custom_fasttext_val_fasttext_score": 1.2159347534179688e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 8.463859558105469e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.234375, "within_sample_repetition_detection": 4.0 }, "191": { "detoxify": 1, "length_chars": 995, "length_tokens": 2002, "length_tokens_text_only": 722, "length_tokens_trainable_only": 651, "length_images": 1, "iqa_live_mean": 0.4848351141419073, "iqa_live_min": 0.4848351141419073, "iqa_live_max": 0.4848351141419073, "iqa_csiq_mean": 0.634708821773529, "iqa_csiq_min": 0.634708821773529, "iqa_csiq_max": 0.634708821773529, "iqa_tid2013_mean": 0.3458487722608778, "iqa_tid2013_min": 0.3458487722608778, "iqa_tid2013_max": 0.3458487722608778, "iqa_kadid10k_mean": 0.5113525390625, "iqa_kadid10k_min": 0.5113525390625, "iqa_kadid10k_max": 0.5113525390625, "iqa_flive_mean": 0.6410115559895834, "iqa_flive_min": 0.6410115559895834, "iqa_flive_max": 0.6410115559895834, "iqa_spaq_mean": 0.5233847878196023, "iqa_spaq_min": 0.5233847878196023, "iqa_spaq_max": 0.5233847878196023, "iqa_clive_mean": 0.4058727302936593, "iqa_clive_min": 0.4058727302936593, "iqa_clive_max": 0.4058727302936593, "iqa_koniq10k_mean": 0.4843072216920179, "iqa_koniq10k_min": 0.4843072216920179, "iqa_koniq10k_max": 0.4843072216920179, "zero_sequence_filter": 3, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9653937816619873 }, { "lang": "en", "score": 0.006937745027244091 }, { "lang": "ja", "score": 0.0037300277035683393 } ], "digit_sequence_filter": 3, "iqa_v2_live_mean": 0.4848351141419073, "iqa_v2_live_min": 0.4848351141419073, "iqa_v2_live_max": 0.4848351141419073, "iqa_v2_csiq_mean": 0.634708821773529, "iqa_v2_csiq_min": 0.634708821773529, "iqa_v2_csiq_max": 0.634708821773529, "iqa_v2_tid2013_mean": 0.3458487722608778, "iqa_v2_tid2013_min": 0.3458487722608778, "iqa_v2_tid2013_max": 0.3458487722608778, "iqa_v2_kadid10k_mean": 0.5113525390625, "iqa_v2_kadid10k_min": 0.5113525390625, "iqa_v2_kadid10k_max": 0.5113525390625, "iqa_v2_flive_mean": 0.641006623855745, "iqa_v2_flive_min": 0.641006623855745, "iqa_v2_flive_max": 0.641006623855745, "iqa_v2_spaq_mean": 0.5234242448903094, "iqa_v2_spaq_min": 0.5234242448903094, "iqa_v2_spaq_max": 0.5234242448903094, "iqa_v2_clive_mean": 0.4058727302936593, "iqa_v2_clive_min": 0.4058727302936593, "iqa_v2_clive_max": 0.4058727302936593, "iqa_v2_koniq10k_mean": 0.4843072216920179, "iqa_v2_koniq10k_min": 0.4843072216920179, "iqa_v2_koniq10k_max": 0.4843072216920179, "imdecont": { "jpg": 0.3985642194747925 }, "imdecont_image_match": { "jpg": 86770 }, "imdecont_max": 0.3985642194747925, "imdecont_mean": 0.3985642194747925, "imdecont_min": 0.3985642194747925, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.265625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.265625, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.265625, "clip_score_dfn_public_prev_turn_only_min": 2.62109375, "clip_score_dfn_public_prev_turn_only_mean": 2.62109375, "clip_score_dfn_public_prev_turn_only_max": 2.62109375, "clip_score_siglip2_b16_224_prev_turn_only_min": -2.140625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.140625, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.140625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.53125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.53125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.53125, "clip_score_clip_vitl14_224_next_turn_only_min": 26.203125, "clip_score_clip_vitl14_224_next_turn_only_mean": 26.203125, "clip_score_clip_vitl14_224_next_turn_only_max": 26.203125, "clip_score_dfn_public_next_turn_only_min": 3.5, "clip_score_dfn_public_next_turn_only_mean": 3.5, "clip_score_dfn_public_next_turn_only_max": 3.5, "clip_score_siglip2_b16_224_next_turn_only_min": -7.8984375, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.8984375, "clip_score_siglip2_b16_224_next_turn_only_max": -7.8984375, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.09375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.09375, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.828125, "clip_score_dfn_public_prev_and_next_turn_min": 3.37890625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.37890625, "clip_score_dfn_public_prev_and_next_turn_max": 3.37890625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.421875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.421875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.953125, "im_height": { "jpg": 3749 }, "im_height_mean": 3749.0, "im_height_min": 3749, "im_height_max": 3749, "im_width": { "jpg": 1030 }, "im_width_mean": 1030.0, "im_width_min": 1030, "im_width_max": 1030, "im_ar": { "jpg": 0.2747 }, "im_ar_mean": 0.2747, "im_ar_min": 0.2747, "im_ar_max": 0.2747, "im_kilobytes": { "jpg": 11312.9 }, "im_kilobytes_mean": 11312.9, "im_kilobytes_min": 11312.9, "im_kilobytes_max": 11312.9, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1784.51 }, "im_clarity_mean": 1784.51, "im_clarity_min": 1784.51, "im_clarity_max": 1784.51, "im_luma": { "jpg": 242.2 }, "im_luma_mean": 242.2, "im_luma_min": 242.2, "im_luma_max": 242.2, "im_saturation": { "jpg": 0.26 }, "im_saturation_mean": 0.26, "im_saturation_min": 0.26, "im_saturation_max": 0.26, "im_entropy": { "jpg": 2.36 }, "im_entropy_mean": 2.36, "im_entropy_min": 2.36, "im_entropy_max": 2.36, "unifilter_score_qwen2_5_1_5b": -0.0596923828125, "unifilter_score_qwen3_0_6b": 0.4716796875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9653937816619873, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.006937745027244091, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.0037300277035683393, "text_quality_weborganizer_topic_label": "Science & Tech.", "text_quality_weborganizer_topic_score": 0.5316182374954224, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.36305299401283264, "text_quality_nvidia_domain_label": "Sensitive_Subjects", "text_quality_nvidia_domain_score": 0.9765959978103638, "text_quality_nvidia_edu_nemotron4_score": 2.505859375, "text_quality_nvidia_edu_mixtral_score": 1.9384765625, "text_quality_dclmbaseline_fasttext_score": 0.9944424033164978, "text_quality_dolma3_fasttext_score": 0.5017734169960022, "custom_fasttext_val_fasttext_score": 2.2292137145996094e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 3.337860107421875e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.65625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.03125, "within_sample_repetition_detection": 4.0 }, "186": { "detoxify": 1, "length_chars": 404, "length_tokens": 1038, "length_tokens_text_only": 271, "length_tokens_trainable_only": 200, "length_images": 1, "iqa_live_mean": 0.5830437631318064, "iqa_live_min": 0.5830437631318064, "iqa_live_max": 0.5830437631318064, "iqa_csiq_mean": 0.683903157711029, "iqa_csiq_min": 0.683903157711029, "iqa_csiq_max": 0.683903157711029, "iqa_tid2013_mean": 0.38236135906643337, "iqa_tid2013_min": 0.38236135906643337, "iqa_tid2013_max": 0.38236135906643337, "iqa_kadid10k_mean": 0.5684814453125, "iqa_kadid10k_min": 0.5684814453125, "iqa_kadid10k_max": 0.5684814453125, "iqa_flive_mean": 0.6594155051491478, "iqa_flive_min": 0.6594155051491478, "iqa_flive_max": 0.6594155051491478, "iqa_spaq_mean": 0.4710844405973801, "iqa_spaq_min": 0.4710844405973801, "iqa_spaq_max": 0.4710844405973801, "iqa_clive_mean": 0.4987250819350734, "iqa_clive_min": 0.4987250819350734, "iqa_clive_max": 0.4987250819350734, "iqa_koniq10k_mean": 0.5280256560354523, "iqa_koniq10k_min": 0.5280256560354523, "iqa_koniq10k_max": 0.5280256560354523, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9154020547866821 }, { "lang": "en", "score": 0.03142464905977249 }, { "lang": "ja", "score": 0.01975836046040058 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.5830437631318064, "iqa_v2_live_min": 0.5830437631318064, "iqa_v2_live_max": 0.5830437631318064, "iqa_v2_csiq_mean": 0.683903157711029, "iqa_v2_csiq_min": 0.683903157711029, "iqa_v2_csiq_max": 0.683903157711029, "iqa_v2_tid2013_mean": 0.38236135906643337, "iqa_v2_tid2013_min": 0.38236135906643337, "iqa_v2_tid2013_max": 0.38236135906643337, "iqa_v2_kadid10k_mean": 0.56842041015625, "iqa_v2_kadid10k_min": 0.56842041015625, "iqa_v2_kadid10k_max": 0.56842041015625, "iqa_v2_flive_mean": 0.6593859123461174, "iqa_v2_flive_min": 0.6593859123461174, "iqa_v2_flive_max": 0.6593859123461174, "iqa_v2_spaq_mean": 0.4710252549913195, "iqa_v2_spaq_min": 0.4710252549913195, "iqa_v2_spaq_max": 0.4710252549913195, "iqa_v2_clive_mean": 0.4987349462027502, "iqa_v2_clive_min": 0.4987349462027502, "iqa_v2_clive_max": 0.4987349462027502, "iqa_v2_koniq10k_mean": 0.5280256560354523, "iqa_v2_koniq10k_min": 0.5280256560354523, "iqa_v2_koniq10k_max": 0.5280256560354523, "imdecont": { "jpg": 0.3395180106163025 }, "imdecont_image_match": { "jpg": 262000 }, "imdecont_max": 0.3395180106163025, "imdecont_mean": 0.3395180106163025, "imdecont_min": 0.3395180106163025, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.5, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.5, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.5, "clip_score_dfn_public_prev_turn_only_min": 2.962890625, "clip_score_dfn_public_prev_turn_only_mean": 2.962890625, "clip_score_dfn_public_prev_turn_only_max": 2.962890625, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.2734375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.2734375, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.2734375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.703125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.703125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.703125, "clip_score_clip_vitl14_224_next_turn_only_min": 25.03125, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.03125, "clip_score_clip_vitl14_224_next_turn_only_max": 25.03125, "clip_score_dfn_public_next_turn_only_min": 1.5693359375, "clip_score_dfn_public_next_turn_only_mean": 1.5693359375, "clip_score_dfn_public_next_turn_only_max": 1.5693359375, "clip_score_siglip2_b16_224_next_turn_only_min": -6.6015625, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.6015625, "clip_score_siglip2_b16_224_next_turn_only_max": -6.6015625, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.65625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.65625, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.875, "clip_score_dfn_public_prev_and_next_turn_min": 2.189453125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.189453125, "clip_score_dfn_public_prev_and_next_turn_max": 2.189453125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -7.8984375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -7.8984375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -7.8984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.1875, "im_height": { "jpg": 854 }, "im_height_mean": 854.0, "im_height_min": 854, "im_height_max": 854, "im_width": { "jpg": 480 }, "im_width_mean": 480.0, "im_width_min": 480, "im_width_max": 480, "im_ar": { "jpg": 0.5621 }, "im_ar_mean": 0.5621, "im_ar_min": 0.5621, "im_ar_max": 0.5621, "im_kilobytes": { "jpg": 1200.94 }, "im_kilobytes_mean": 1200.94, "im_kilobytes_min": 1200.94, "im_kilobytes_max": 1200.94, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2611.99 }, "im_clarity_mean": 2611.99, "im_clarity_min": 2611.99, "im_clarity_max": 2611.99, "im_luma": { "jpg": 200.67 }, "im_luma_mean": 200.67, "im_luma_min": 200.67, "im_luma_max": 200.67, "im_saturation": { "jpg": 10.03 }, "im_saturation_mean": 10.03, "im_saturation_min": 10.03, "im_saturation_max": 10.03, "im_entropy": { "jpg": 5.5 }, "im_entropy_mean": 5.5, "im_entropy_min": 5.5, "im_entropy_max": 5.5, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9154020547866821, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.03142464905977249, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.01975836046040058, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.3356430232524872, "text_quality_weborganizer_format_label": "Documentation", "text_quality_weborganizer_format_score": 0.4459030032157898, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.48685064911842346, "text_quality_nvidia_edu_nemotron4_score": 2.4375, "text_quality_nvidia_edu_mixtral_score": 2.208984375, "text_quality_dclmbaseline_fasttext_score": 0.9987828135490417, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0004616975784301758, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 3.504753112792969e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.78125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.09375, "within_sample_repetition_detection": 2.0 }, "193": { "detoxify": 1, "length_chars": 494, "length_tokens": 2685, "length_tokens_text_only": 381, "length_tokens_trainable_only": 317, "length_images": 1, "iqa_live_mean": 0.5175869488956952, "iqa_live_min": 0.5175869488956952, "iqa_live_max": 0.5175869488956952, "iqa_csiq_mean": 0.671207845211029, "iqa_csiq_min": 0.671207845211029, "iqa_csiq_max": 0.671207845211029, "iqa_tid2013_mean": 0.32913870281643337, "iqa_tid2013_min": 0.32913870281643337, "iqa_tid2013_max": 0.32913870281643337, "iqa_kadid10k_mean": 0.2142333984375, "iqa_kadid10k_min": 0.2142333984375, "iqa_kadid10k_max": 0.2142333984375, "iqa_flive_mean": 0.6598791257299559, "iqa_flive_min": 0.6598791257299559, "iqa_flive_max": 0.6598791257299559, "iqa_spaq_mean": 0.5522870921125316, "iqa_spaq_min": 0.5522870921125316, "iqa_spaq_max": 0.5522870921125316, "iqa_clive_mean": 0.4733097962658815, "iqa_clive_min": 0.4733097962658815, "iqa_clive_max": 0.4733097962658815, "iqa_koniq10k_mean": 0.603783231793028, "iqa_koniq10k_min": 0.603783231793028, "iqa_koniq10k_max": 0.603783231793028, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8422417640686035 }, { "lang": "ja", "score": 0.05494995787739754 }, { "lang": "en", "score": 0.026848645880818367 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5175869488956952, "iqa_v2_live_min": 0.5175869488956952, "iqa_v2_live_max": 0.5175869488956952, "iqa_v2_csiq_mean": 0.671207845211029, "iqa_v2_csiq_min": 0.671207845211029, "iqa_v2_csiq_max": 0.671207845211029, "iqa_v2_tid2013_mean": 0.32913870281643337, "iqa_v2_tid2013_min": 0.32913870281643337, "iqa_v2_tid2013_max": 0.32913870281643337, "iqa_v2_kadid10k_mean": 0.2142333984375, "iqa_v2_kadid10k_min": 0.2142333984375, "iqa_v2_kadid10k_max": 0.2142333984375, "iqa_v2_flive_mean": 0.6598791257299559, "iqa_v2_flive_min": 0.6598791257299559, "iqa_v2_flive_max": 0.6598791257299559, "iqa_v2_spaq_mean": 0.5522870921125316, "iqa_v2_spaq_min": 0.5522870921125316, "iqa_v2_spaq_max": 0.5522870921125316, "iqa_v2_clive_mean": 0.4733097962658815, "iqa_v2_clive_min": 0.4733097962658815, "iqa_v2_clive_max": 0.4733097962658815, "iqa_v2_koniq10k_mean": 0.603783231793028, "iqa_v2_koniq10k_min": 0.603783231793028, "iqa_v2_koniq10k_max": 0.603783231793028, "imdecont": { "jpg": 0.37560367584228516 }, "imdecont_image_match": { "jpg": 215243 }, "imdecont_max": 0.37560367584228516, "imdecont_mean": 0.37560367584228516, "imdecont_min": 0.37560367584228516, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.21875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.21875, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.21875, "clip_score_dfn_public_prev_turn_only_min": 2.2109375, "clip_score_dfn_public_prev_turn_only_mean": 2.2109375, "clip_score_dfn_public_prev_turn_only_max": 2.2109375, "clip_score_siglip2_b16_224_prev_turn_only_min": -10.765625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -10.765625, "clip_score_siglip2_b16_224_prev_turn_only_max": -10.765625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 16.90625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 16.90625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 16.90625, "clip_score_clip_vitl14_224_next_turn_only_min": 29.765625, "clip_score_clip_vitl14_224_next_turn_only_mean": 29.765625, "clip_score_clip_vitl14_224_next_turn_only_max": 29.765625, "clip_score_dfn_public_next_turn_only_min": 1.380859375, "clip_score_dfn_public_next_turn_only_mean": 1.380859375, "clip_score_dfn_public_next_turn_only_max": 1.380859375, "clip_score_siglip2_b16_224_next_turn_only_min": -2.7265625, "clip_score_siglip2_b16_224_next_turn_only_mean": -2.7265625, "clip_score_siglip2_b16_224_next_turn_only_max": -2.7265625, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.90625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.90625, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.390625, "clip_score_dfn_public_prev_and_next_turn_min": 1.3330078125, "clip_score_dfn_public_prev_and_next_turn_mean": 1.3330078125, "clip_score_dfn_public_prev_and_next_turn_max": 1.3330078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.859375, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4019.77 }, "im_clarity_mean": 4019.77, "im_clarity_min": 4019.77, "im_clarity_max": 4019.77, "im_luma": { "jpg": 239.55 }, "im_luma_mean": 239.55, "im_luma_min": 239.55, "im_luma_max": 239.55, "im_saturation": { "jpg": 2.09 }, "im_saturation_mean": 2.09, "im_saturation_min": 2.09, "im_saturation_max": 2.09, "im_entropy": { "jpg": 2.63 }, "im_entropy_mean": 2.63, "im_entropy_min": 2.63, "im_entropy_max": 2.63, "unifilter_score_qwen2_5_1_5b": 0.2105712890625, "unifilter_score_qwen3_0_6b": -0.42431640625, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8422417640686035, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.05494995787739754, "language_detection_annotation_nllb_2_lan": "en", "language_detection_annotation_nllb_2_score": 0.026848645880818367, "text_quality_weborganizer_topic_label": "Hardware", "text_quality_weborganizer_topic_score": 0.5899749398231506, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.3722135126590729, "text_quality_nvidia_domain_label": "Internet_and_Telecom", "text_quality_nvidia_domain_score": 0.9999421834945679, "text_quality_nvidia_edu_nemotron4_score": 1.3955078125, "text_quality_nvidia_edu_mixtral_score": 0.921875, "text_quality_dclmbaseline_fasttext_score": 0.8872005939483643, "text_quality_dolma3_fasttext_score": 0.9955906271934509, "custom_fasttext_val_fasttext_score": 0.00013387203216552734, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0003718137741088867, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.828125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.40625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.421875, "within_sample_repetition_detection": 4.0 }, "187": { "detoxify": 1, "length_chars": 351, "length_tokens": 1035, "length_tokens_text_only": 267, "length_tokens_trainable_only": 204, "length_images": 1, "iqa_live_mean": 0.5559762126267558, "iqa_live_min": 0.5559762126267558, "iqa_live_max": 0.5559762126267558, "iqa_csiq_mean": 0.665836751461029, "iqa_csiq_min": 0.665836751461029, "iqa_csiq_max": 0.665836751461029, "iqa_tid2013_mean": 0.3395553694831, "iqa_tid2013_min": 0.3395553694831, "iqa_tid2013_max": 0.3395553694831, "iqa_kadid10k_mean": 0.39697265625, "iqa_kadid10k_min": 0.39697265625, "iqa_kadid10k_max": 0.39697265625, "iqa_flive_mean": 0.6630258271188447, "iqa_flive_min": 0.6630258271188447, "iqa_flive_max": 0.6630258271188447, "iqa_spaq_mean": 0.5500774961529357, "iqa_spaq_min": 0.5500774961529357, "iqa_spaq_max": 0.5500774961529357, "iqa_clive_mean": 0.5121700787785077, "iqa_clive_min": 0.5121700787785077, "iqa_clive_max": 0.5121700787785077, "iqa_koniq10k_mean": 0.5711127772475735, "iqa_koniq10k_min": 0.5711127772475735, "iqa_koniq10k_max": 0.5711127772475735, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.3732832968235016 }, { "lang": "en", "score": 0.22802302241325378 }, { "lang": "ja", "score": 0.07389478385448456 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.5559762126267558, "iqa_v2_live_min": 0.5559762126267558, "iqa_v2_live_max": 0.5559762126267558, "iqa_v2_csiq_mean": 0.665836751461029, "iqa_v2_csiq_min": 0.665836751461029, "iqa_v2_csiq_max": 0.665836751461029, "iqa_v2_tid2013_mean": 0.3395553694831, "iqa_v2_tid2013_min": 0.3395553694831, "iqa_v2_tid2013_max": 0.3395553694831, "iqa_v2_kadid10k_mean": 0.39697265625, "iqa_v2_kadid10k_min": 0.39697265625, "iqa_v2_kadid10k_max": 0.39697265625, "iqa_v2_flive_mean": 0.6630258271188447, "iqa_v2_flive_min": 0.6630258271188447, "iqa_v2_flive_max": 0.6630258271188447, "iqa_v2_spaq_mean": 0.5500774961529357, "iqa_v2_spaq_min": 0.5500774961529357, "iqa_v2_spaq_max": 0.5500774961529357, "iqa_v2_clive_mean": 0.5121700787785077, "iqa_v2_clive_min": 0.5121700787785077, "iqa_v2_clive_max": 0.5121700787785077, "iqa_v2_koniq10k_mean": 0.5711127772475735, "iqa_v2_koniq10k_min": 0.5711127772475735, "iqa_v2_koniq10k_max": 0.5711127772475735, "imdecont": { "jpg": 0.43942683935165405 }, "imdecont_image_match": { "jpg": 189630 }, "imdecont_max": 0.43942683935165405, "imdecont_mean": 0.43942683935165405, "imdecont_min": 0.43942683935165405, "clip_score_clip_vitl14_224_prev_turn_only_min": 14.7734375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 14.7734375, "clip_score_clip_vitl14_224_prev_turn_only_max": 14.7734375, "clip_score_dfn_public_prev_turn_only_min": 1.8798828125, "clip_score_dfn_public_prev_turn_only_mean": 1.8798828125, "clip_score_dfn_public_prev_turn_only_max": 1.8798828125, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.109375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.109375, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.109375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.359375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.359375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.359375, "clip_score_clip_vitl14_224_next_turn_only_min": 24.140625, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.140625, "clip_score_clip_vitl14_224_next_turn_only_max": 24.140625, "clip_score_dfn_public_next_turn_only_min": 2.265625, "clip_score_dfn_public_next_turn_only_mean": 2.265625, "clip_score_dfn_public_next_turn_only_max": 2.265625, "clip_score_siglip2_b16_224_next_turn_only_min": -5.7421875, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.7421875, "clip_score_siglip2_b16_224_next_turn_only_max": -5.7421875, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.765625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.765625, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.0625, "clip_score_dfn_public_prev_and_next_turn_min": 3.146484375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.146484375, "clip_score_dfn_public_prev_and_next_turn_max": 3.146484375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.5625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.5625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.5625, "im_height": { "jpg": 960 }, "im_height_mean": 960.0, "im_height_min": 960, "im_height_max": 960, "im_width": { "jpg": 540 }, "im_width_mean": 540.0, "im_width_min": 540, "im_width_max": 540, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 1518.75 }, "im_kilobytes_mean": 1518.75, "im_kilobytes_min": 1518.75, "im_kilobytes_max": 1518.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3889.28 }, "im_clarity_mean": 3889.28, "im_clarity_min": 3889.28, "im_clarity_max": 3889.28, "im_luma": { "jpg": 215.84 }, "im_luma_mean": 215.84, "im_luma_min": 215.84, "im_luma_max": 215.84, "im_saturation": { "jpg": 3.67 }, "im_saturation_mean": 3.67, "im_saturation_min": 3.67, "im_saturation_max": 3.67, "im_entropy": { "jpg": 3.97 }, "im_entropy_mean": 3.97, "im_entropy_min": 3.97, "im_entropy_max": 3.97, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.3732832968235016, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.22802302241325378, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.07389478385448456, "text_quality_weborganizer_topic_label": "Travel", "text_quality_weborganizer_topic_score": 0.26362961530685425, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.3900831341743469, "text_quality_nvidia_domain_label": "Travel_and_Transportation", "text_quality_nvidia_domain_score": 0.9940614104270935, "text_quality_nvidia_edu_nemotron4_score": 1.708984375, "text_quality_nvidia_edu_mixtral_score": 1.1201171875, "text_quality_dclmbaseline_fasttext_score": 0.9999618530273438, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 2.4318695068359375e-05, "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": 4.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.21875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.25, "within_sample_repetition_detection": 4.0 }, "184": { "detoxify": 1, "length_chars": 386, "length_tokens": 2611, "length_tokens_text_only": 307, "length_tokens_trainable_only": 243, "length_images": 1, "iqa_live_mean": 0.3782221090914023, "iqa_live_min": 0.3782221090914023, "iqa_live_max": 0.3782221090914023, "iqa_csiq_mean": 0.581608235836029, "iqa_csiq_min": 0.581608235836029, "iqa_csiq_max": 0.581608235836029, "iqa_tid2013_mean": 0.2995163069831, "iqa_tid2013_min": 0.2995163069831, "iqa_tid2013_max": 0.2995163069831, "iqa_kadid10k_mean": 0.2567138671875, "iqa_kadid10k_min": 0.2567138671875, "iqa_kadid10k_max": 0.2567138671875, "iqa_flive_mean": 0.6225428725733902, "iqa_flive_min": 0.6225428725733902, "iqa_flive_max": 0.6225428725733902, "iqa_spaq_mean": 0.4929313274345013, "iqa_spaq_min": 0.4929313274345013, "iqa_spaq_max": 0.4929313274345013, "iqa_clive_mean": 0.3586820737280027, "iqa_clive_min": 0.3586820737280027, "iqa_clive_max": 0.3586820737280027, "iqa_koniq10k_mean": 0.4790199742172704, "iqa_koniq10k_min": 0.4790199742172704, "iqa_koniq10k_max": 0.4790199742172704, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8074246644973755 }, { "lang": "en", "score": 0.07615191489458084 }, { "lang": "ja", "score": 0.04655369371175766 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.3782221090914023, "iqa_v2_live_min": 0.3782221090914023, "iqa_v2_live_max": 0.3782221090914023, "iqa_v2_csiq_mean": 0.581608235836029, "iqa_v2_csiq_min": 0.581608235836029, "iqa_v2_csiq_max": 0.581608235836029, "iqa_v2_tid2013_mean": 0.2995163069831, "iqa_v2_tid2013_min": 0.2995163069831, "iqa_v2_tid2013_max": 0.2995163069831, "iqa_v2_kadid10k_mean": 0.2567138671875, "iqa_v2_kadid10k_min": 0.2567138671875, "iqa_v2_kadid10k_max": 0.2567138671875, "iqa_v2_flive_mean": 0.6225428725733902, "iqa_v2_flive_min": 0.6225428725733902, "iqa_v2_flive_max": 0.6225428725733902, "iqa_v2_spaq_mean": 0.4929313274345013, "iqa_v2_spaq_min": 0.4929313274345013, "iqa_v2_spaq_max": 0.4929313274345013, "iqa_v2_clive_mean": 0.3586820737280027, "iqa_v2_clive_min": 0.3586820737280027, "iqa_v2_clive_max": 0.3586820737280027, "iqa_v2_koniq10k_mean": 0.4790199742172704, "iqa_v2_koniq10k_min": 0.4790199742172704, "iqa_v2_koniq10k_max": 0.4790199742172704, "imdecont": { "jpg": 0.4867240786552429 }, "imdecont_image_match": { "jpg": 107811 }, "imdecont_max": 0.4867240786552429, "imdecont_mean": 0.4867240786552429, "imdecont_min": 0.4867240786552429, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.4375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.4375, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.4375, "clip_score_dfn_public_prev_turn_only_min": 2.107421875, "clip_score_dfn_public_prev_turn_only_mean": 2.107421875, "clip_score_dfn_public_prev_turn_only_max": 2.107421875, "clip_score_siglip2_b16_224_prev_turn_only_min": -6.7734375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -6.7734375, "clip_score_siglip2_b16_224_prev_turn_only_max": -6.7734375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.53125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.53125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.53125, "clip_score_clip_vitl14_224_next_turn_only_min": 27.875, "clip_score_clip_vitl14_224_next_turn_only_mean": 27.875, "clip_score_clip_vitl14_224_next_turn_only_max": 27.875, "clip_score_dfn_public_next_turn_only_min": 2.96484375, "clip_score_dfn_public_next_turn_only_mean": 2.96484375, "clip_score_dfn_public_next_turn_only_max": 2.96484375, "clip_score_siglip2_b16_224_next_turn_only_min": -6.09375, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.09375, "clip_score_siglip2_b16_224_next_turn_only_max": -6.09375, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.359375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.359375, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.359375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.03125, "clip_score_dfn_public_prev_and_next_turn_min": 2.859375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.859375, "clip_score_dfn_public_prev_and_next_turn_max": 2.859375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -3.8125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.8125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.8125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.640625, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3519.29 }, "im_clarity_mean": 3519.29, "im_clarity_min": 3519.29, "im_clarity_max": 3519.29, "im_luma": { "jpg": 234.22 }, "im_luma_mean": 234.22, "im_luma_min": 234.22, "im_luma_max": 234.22, "im_saturation": { "jpg": 1.79 }, "im_saturation_mean": 1.79, "im_saturation_min": 1.79, "im_saturation_max": 1.79, "im_entropy": { "jpg": 3.41 }, "im_entropy_mean": 3.41, "im_entropy_min": 3.41, "im_entropy_max": 3.41, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8074246644973755, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.07615191489458084, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.04655369371175766, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.43839070200920105, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.6309836506843567, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.621368944644928, "text_quality_nvidia_edu_nemotron4_score": 1.494140625, "text_quality_nvidia_edu_mixtral_score": 1.0625, "text_quality_dclmbaseline_fasttext_score": 0.875268280506134, "text_quality_dolma3_fasttext_score": 0.999996542930603, "custom_fasttext_val_fasttext_score": 0.0009503960609436035, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0030806660652160645, "custom_fasttext_core_clean_fasttext_score": 0.00016456842422485352, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.21875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.515625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.703125, "within_sample_repetition_detection": 4.0 }, "195": { "detoxify": 1, "length_chars": 318, "length_tokens": 2569, "length_tokens_text_only": 266, "length_tokens_trainable_only": 201, "length_images": 1, "iqa_live_mean": 0.5458752025257456, "iqa_live_min": 0.5458752025257456, "iqa_live_max": 0.5458752025257456, "iqa_csiq_mean": 0.719547688961029, "iqa_csiq_min": 0.719547688961029, "iqa_csiq_max": 0.719547688961029, "iqa_tid2013_mean": 0.40677542156643337, "iqa_tid2013_min": 0.40677542156643337, "iqa_tid2013_max": 0.40677542156643337, "iqa_kadid10k_mean": 0.3013916015625, "iqa_kadid10k_min": 0.3013916015625, "iqa_kadid10k_max": 0.3013916015625, "iqa_flive_mean": 0.6199387059067235, "iqa_flive_min": 0.6199387059067235, "iqa_flive_max": 0.6199387059067235, "iqa_spaq_mean": 0.3662864607994003, "iqa_spaq_min": 0.3662864607994003, "iqa_spaq_max": 0.3662864607994003, "iqa_clive_mean": 0.2989440686774977, "iqa_clive_min": 0.2989440686774977, "iqa_clive_max": 0.2989440686774977, "iqa_koniq10k_mean": 0.49756479744959364, "iqa_koniq10k_min": 0.49756479744959364, "iqa_koniq10k_max": 0.49756479744959364, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.6810742616653442 }, { "lang": "en", "score": 0.15475977957248688 }, { "lang": "ko", "score": 0.04688128083944321 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5458752025257456, "iqa_v2_live_min": 0.5458752025257456, "iqa_v2_live_max": 0.5458752025257456, "iqa_v2_csiq_mean": 0.719547688961029, "iqa_v2_csiq_min": 0.719547688961029, "iqa_v2_csiq_max": 0.719547688961029, "iqa_v2_tid2013_mean": 0.40677542156643337, "iqa_v2_tid2013_min": 0.40677542156643337, "iqa_v2_tid2013_max": 0.40677542156643337, "iqa_v2_kadid10k_mean": 0.3013916015625, "iqa_v2_kadid10k_min": 0.3013916015625, "iqa_v2_kadid10k_max": 0.3013916015625, "iqa_v2_flive_mean": 0.6199387059067235, "iqa_v2_flive_min": 0.6199387059067235, "iqa_v2_flive_max": 0.6199387059067235, "iqa_v2_spaq_mean": 0.3662864607994003, "iqa_v2_spaq_min": 0.3662864607994003, "iqa_v2_spaq_max": 0.3662864607994003, "iqa_v2_clive_mean": 0.2989440686774977, "iqa_v2_clive_min": 0.2989440686774977, "iqa_v2_clive_max": 0.2989440686774977, "iqa_v2_koniq10k_mean": 0.49756479744959364, "iqa_v2_koniq10k_min": 0.49756479744959364, "iqa_v2_koniq10k_max": 0.49756479744959364, "imdecont": { "jpg": 0.40352487564086914 }, "imdecont_image_match": { "jpg": 180001 }, "imdecont_max": 0.40352487564086914, "imdecont_mean": 0.40352487564086914, "imdecont_min": 0.40352487564086914, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.71875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.71875, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.71875, "clip_score_dfn_public_prev_turn_only_min": 2.109375, "clip_score_dfn_public_prev_turn_only_mean": 2.109375, "clip_score_dfn_public_prev_turn_only_max": 2.109375, "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": 17.5, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.5, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.5, "clip_score_clip_vitl14_224_next_turn_only_min": 24.296875, "clip_score_clip_vitl14_224_next_turn_only_mean": 24.296875, "clip_score_clip_vitl14_224_next_turn_only_max": 24.296875, "clip_score_dfn_public_next_turn_only_min": 3.34375, "clip_score_dfn_public_next_turn_only_mean": 3.34375, "clip_score_dfn_public_next_turn_only_max": 3.34375, "clip_score_siglip2_b16_224_next_turn_only_min": -3.9140625, "clip_score_siglip2_b16_224_next_turn_only_mean": -3.9140625, "clip_score_siglip2_b16_224_next_turn_only_max": -3.9140625, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.5, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.5, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.5, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.125, "clip_score_dfn_public_prev_and_next_turn_min": 2.7421875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.7421875, "clip_score_dfn_public_prev_and_next_turn_max": 2.7421875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.234375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.234375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.234375, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 546.5 }, "im_clarity_mean": 546.5, "im_clarity_min": 546.5, "im_clarity_max": 546.5, "im_luma": { "jpg": 247.17 }, "im_luma_mean": 247.17, "im_luma_min": 247.17, "im_luma_max": 247.17, "im_saturation": { "jpg": 2.05 }, "im_saturation_mean": 2.05, "im_saturation_min": 2.05, "im_saturation_max": 2.05, "im_entropy": { "jpg": 2.8 }, "im_entropy_mean": 2.8, "im_entropy_min": 2.8, "im_entropy_max": 2.8, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.6810742616653442, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.15475977957248688, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.04688128083944321, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.829788088798523, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.24440006911754608, "text_quality_nvidia_domain_label": "Shopping", "text_quality_nvidia_domain_score": 0.8869016170501709, "text_quality_nvidia_edu_nemotron4_score": 1.134765625, "text_quality_nvidia_edu_mixtral_score": 0.7880859375, "text_quality_dclmbaseline_fasttext_score": 0.9859519600868225, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0004368424415588379, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00020962953567504883, "custom_fasttext_core_clean_fasttext_score": 1.609325408935547e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.84375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.65625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 4.0 }, "196": { "detoxify": 1, "length_chars": 379, "length_tokens": 2578, "length_tokens_text_only": 274, "length_tokens_trainable_only": 209, "length_images": 1, "iqa_live_mean": 0.312565504902541, "iqa_live_min": 0.312565504902541, "iqa_live_max": 0.312565504902541, "iqa_csiq_mean": 0.517582356929779, "iqa_csiq_min": 0.517582356929779, "iqa_csiq_max": 0.517582356929779, "iqa_tid2013_mean": 0.19534964031643337, "iqa_tid2013_min": 0.19534964031643337, "iqa_tid2013_max": 0.19534964031643337, "iqa_kadid10k_mean": 0.2418212890625, "iqa_kadid10k_min": 0.2418212890625, "iqa_kadid10k_max": 0.2418212890625, "iqa_flive_mean": 0.5921609281289457, "iqa_flive_min": 0.5921609281289457, "iqa_flive_max": 0.5921609281289457, "iqa_spaq_mean": 0.5508666375670771, "iqa_spaq_min": 0.5508666375670771, "iqa_spaq_max": 0.5508666375670771, "iqa_clive_mean": 0.39348321009163906, "iqa_clive_min": 0.39348321009163906, "iqa_clive_max": 0.39348321009163906, "iqa_koniq10k_mean": 0.4629214893687856, "iqa_koniq10k_min": 0.4629214893687856, "iqa_koniq10k_max": 0.4629214893687856, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9026456475257874 }, { "lang": "en", "score": 0.0397016815841198 }, { "lang": "ko", "score": 0.011051153764128685 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.312565504902541, "iqa_v2_live_min": 0.312565504902541, "iqa_v2_live_max": 0.312565504902541, "iqa_v2_csiq_mean": 0.517582356929779, "iqa_v2_csiq_min": 0.517582356929779, "iqa_v2_csiq_max": 0.517582356929779, "iqa_v2_tid2013_mean": 0.19534964031643337, "iqa_v2_tid2013_min": 0.19534964031643337, "iqa_v2_tid2013_max": 0.19534964031643337, "iqa_v2_kadid10k_mean": 0.2418212890625, "iqa_v2_kadid10k_min": 0.2418212890625, "iqa_v2_kadid10k_max": 0.2418212890625, "iqa_v2_flive_mean": 0.5921609281289457, "iqa_v2_flive_min": 0.5921609281289457, "iqa_v2_flive_max": 0.5921609281289457, "iqa_v2_spaq_mean": 0.5508666375670771, "iqa_v2_spaq_min": 0.5508666375670771, "iqa_v2_spaq_max": 0.5508666375670771, "iqa_v2_clive_mean": 0.39348321009163906, "iqa_v2_clive_min": 0.39348321009163906, "iqa_v2_clive_max": 0.39348321009163906, "iqa_v2_koniq10k_mean": 0.4629214893687856, "iqa_v2_koniq10k_min": 0.4629214893687856, "iqa_v2_koniq10k_max": 0.4629214893687856, "imdecont": { "jpg": 0.40685194730758667 }, "imdecont_image_match": { "jpg": 215263 }, "imdecont_max": 0.40685194730758667, "imdecont_mean": 0.40685194730758667, "imdecont_min": 0.40685194730758667, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.078125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.078125, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.078125, "clip_score_dfn_public_prev_turn_only_min": 1.7353515625, "clip_score_dfn_public_prev_turn_only_mean": 1.7353515625, "clip_score_dfn_public_prev_turn_only_max": 1.7353515625, "clip_score_siglip2_b16_224_prev_turn_only_min": -6.4921875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -6.4921875, "clip_score_siglip2_b16_224_prev_turn_only_max": -6.4921875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.46875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.46875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.46875, "clip_score_clip_vitl14_224_next_turn_only_min": 22.5625, "clip_score_clip_vitl14_224_next_turn_only_mean": 22.5625, "clip_score_clip_vitl14_224_next_turn_only_max": 22.5625, "clip_score_dfn_public_next_turn_only_min": 2.5625, "clip_score_dfn_public_next_turn_only_mean": 2.5625, "clip_score_dfn_public_next_turn_only_max": 2.5625, "clip_score_siglip2_b16_224_next_turn_only_min": -8.140625, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.140625, "clip_score_siglip2_b16_224_next_turn_only_max": -8.140625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.6875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.6875, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.078125, "clip_score_dfn_public_prev_and_next_turn_min": 2.8203125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.8203125, "clip_score_dfn_public_prev_and_next_turn_max": 2.8203125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -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": 24.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.078125, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3960.97 }, "im_clarity_mean": 3960.97, "im_clarity_min": 3960.97, "im_clarity_max": 3960.97, "im_luma": { "jpg": 233.33 }, "im_luma_mean": 233.33, "im_luma_min": 233.33, "im_luma_max": 233.33, "im_saturation": { "jpg": 0.13 }, "im_saturation_mean": 0.13, "im_saturation_min": 0.13, "im_saturation_max": 0.13, "im_entropy": { "jpg": 2.34 }, "im_entropy_mean": 2.34, "im_entropy_min": 2.34, "im_entropy_max": 2.34, "unifilter_score_qwen2_5_1_5b": 0.0, "unifilter_score_qwen3_0_6b": 0.0, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9026456475257874, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.0397016815841198, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.011051153764128685, "text_quality_weborganizer_topic_label": "Literature", "text_quality_weborganizer_topic_score": 0.2908834218978882, "text_quality_weborganizer_format_label": "Creative Writing", "text_quality_weborganizer_format_score": 0.3216915428638458, "text_quality_nvidia_domain_label": "Computers_and_Electronics", "text_quality_nvidia_domain_score": 0.9255357384681702, "text_quality_nvidia_edu_nemotron4_score": 1.15234375, "text_quality_nvidia_edu_mixtral_score": 0.90576171875, "text_quality_dclmbaseline_fasttext_score": 0.30338138341903687, "text_quality_dolma3_fasttext_score": 0.0050452351570129395, "custom_fasttext_val_fasttext_score": 2.5153160095214844e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00020557641983032227, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 5.15625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.96875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.1875, "within_sample_repetition_detection": 4.0 }, "176": { "detoxify": 1, "length_chars": 470, "length_tokens": 2639, "length_tokens_text_only": 335, "length_tokens_trainable_only": 271, "length_images": 1, "iqa_live_mean": 0.2566942927813288, "iqa_live_min": 0.2566942927813288, "iqa_live_max": 0.2566942927813288, "iqa_csiq_mean": 0.47406429052352905, "iqa_csiq_min": 0.47406429052352905, "iqa_csiq_max": 0.47406429052352905, "iqa_tid2013_mean": 0.23745033476087782, "iqa_tid2013_min": 0.23745033476087782, "iqa_tid2013_max": 0.23745033476087782, "iqa_kadid10k_mean": 0.2628173828125, "iqa_kadid10k_min": 0.2628173828125, "iqa_kadid10k_max": 0.2628173828125, "iqa_flive_mean": 0.595041294290562, "iqa_flive_min": 0.595041294290562, "iqa_flive_max": 0.595041294290562, "iqa_spaq_mean": 0.4601548320115215, "iqa_spaq_min": 0.4601548320115215, "iqa_spaq_max": 0.4601548320115215, "iqa_clive_mean": 0.37193964948557845, "iqa_clive_min": 0.37193964948557845, "iqa_clive_max": 0.37193964948557845, "iqa_koniq10k_mean": 0.46236909037888657, "iqa_koniq10k_min": 0.46236909037888657, "iqa_koniq10k_max": 0.46236909037888657, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.8432608842849731 }, { "lang": "en", "score": 0.044150013476610184 }, { "lang": "ja", "score": 0.031259603798389435 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.2566942927813288, "iqa_v2_live_min": 0.2566942927813288, "iqa_v2_live_max": 0.2566942927813288, "iqa_v2_csiq_mean": 0.47406429052352905, "iqa_v2_csiq_min": 0.47406429052352905, "iqa_v2_csiq_max": 0.47406429052352905, "iqa_v2_tid2013_mean": 0.23745033476087782, "iqa_v2_tid2013_min": 0.23745033476087782, "iqa_v2_tid2013_max": 0.23745033476087782, "iqa_v2_kadid10k_mean": 0.2628173828125, "iqa_v2_kadid10k_min": 0.2628173828125, "iqa_v2_kadid10k_max": 0.2628173828125, "iqa_v2_flive_mean": 0.595041294290562, "iqa_v2_flive_min": 0.595041294290562, "iqa_v2_flive_max": 0.595041294290562, "iqa_v2_spaq_mean": 0.4601548320115215, "iqa_v2_spaq_min": 0.4601548320115215, "iqa_v2_spaq_max": 0.4601548320115215, "iqa_v2_clive_mean": 0.37193964948557845, "iqa_v2_clive_min": 0.37193964948557845, "iqa_v2_clive_max": 0.37193964948557845, "iqa_v2_koniq10k_mean": 0.46236909037888657, "iqa_v2_koniq10k_min": 0.46236909037888657, "iqa_v2_koniq10k_max": 0.46236909037888657, "imdecont": { "jpg": 0.403783917427063 }, "imdecont_image_match": { "jpg": 189211 }, "imdecont_max": 0.403783917427063, "imdecont_mean": 0.403783917427063, "imdecont_min": 0.403783917427063, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.875, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.875, "clip_score_dfn_public_prev_turn_only_min": 1.63671875, "clip_score_dfn_public_prev_turn_only_mean": 1.63671875, "clip_score_dfn_public_prev_turn_only_max": 1.63671875, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.3671875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.3671875, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.3671875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.75, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.75, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.75, "clip_score_clip_vitl14_224_next_turn_only_min": 25.5625, "clip_score_clip_vitl14_224_next_turn_only_mean": 25.5625, "clip_score_clip_vitl14_224_next_turn_only_max": 25.5625, "clip_score_dfn_public_next_turn_only_min": 2.68359375, "clip_score_dfn_public_next_turn_only_mean": 2.68359375, "clip_score_dfn_public_next_turn_only_max": 2.68359375, "clip_score_siglip2_b16_224_next_turn_only_min": -8.15625, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.15625, "clip_score_siglip2_b16_224_next_turn_only_max": -8.15625, "clip_score_longclip_vitl14_224_next_turn_only_min": 23.859375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 23.859375, "clip_score_longclip_vitl14_224_next_turn_only_max": 23.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.8125, "clip_score_dfn_public_prev_and_next_turn_min": 3.00390625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.00390625, "clip_score_dfn_public_prev_and_next_turn_max": 3.00390625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.6328125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.6328125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.6328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.953125, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3708.89 }, "im_clarity_mean": 3708.89, "im_clarity_min": 3708.89, "im_clarity_max": 3708.89, "im_luma": { "jpg": 227.1 }, "im_luma_mean": 227.1, "im_luma_min": 227.1, "im_luma_max": 227.1, "im_saturation": { "jpg": 0.39 }, "im_saturation_mean": 0.39, "im_saturation_min": 0.39, "im_saturation_max": 0.39, "im_entropy": { "jpg": 2.87 }, "im_entropy_mean": 2.87, "im_entropy_min": 2.87, "im_entropy_max": 2.87, "unifilter_score_qwen2_5_1_5b": 0.11065673828125, "unifilter_score_qwen3_0_6b": -0.60546875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.8432608842849731, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.044150013476610184, "language_detection_annotation_nllb_2_lan": "ja", "language_detection_annotation_nllb_2_score": 0.031259603798389435, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.5583858489990234, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.1992506980895996, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.8268085718154907, "text_quality_nvidia_edu_nemotron4_score": 1.6435546875, "text_quality_nvidia_edu_mixtral_score": 1.212890625, "text_quality_dclmbaseline_fasttext_score": 0.08448773622512817, "text_quality_dolma3_fasttext_score": 0.9665575623512268, "custom_fasttext_val_fasttext_score": 0.00022786855697631836, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00029671192169189453, "custom_fasttext_core_clean_fasttext_score": 8.821487426757812e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 3.890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.390625, "within_sample_repetition_detection": 4.0 }, "185": { "detoxify": 1, "length_chars": 463, "length_tokens": 2642, "length_tokens_text_only": 338, "length_tokens_trainable_only": 274, "length_images": 1, "iqa_live_mean": 0.33213621197324805, "iqa_live_min": 0.33213621197324805, "iqa_live_max": 0.33213621197324805, "iqa_csiq_mean": 0.555973470211029, "iqa_csiq_min": 0.555973470211029, "iqa_csiq_max": 0.555973470211029, "iqa_tid2013_mean": 0.24179061253865558, "iqa_tid2013_min": 0.24179061253865558, "iqa_tid2013_max": 0.24179061253865558, "iqa_kadid10k_mean": 0.2781982421875, "iqa_kadid10k_min": 0.2781982421875, "iqa_kadid10k_max": 0.2781982421875, "iqa_flive_mean": 0.6163283839370266, "iqa_flive_min": 0.6163283839370266, "iqa_flive_max": 0.6163283839370266, "iqa_spaq_mean": 0.5353205517084912, "iqa_spaq_min": 0.5353205517084912, "iqa_spaq_max": 0.5353205517084912, "iqa_clive_mean": 0.3771479828189118, "iqa_clive_min": 0.3771479828189118, "iqa_clive_max": 0.3771479828189118, "iqa_koniq10k_mean": 0.44650734795464414, "iqa_koniq10k_min": 0.44650734795464414, "iqa_koniq10k_max": 0.44650734795464414, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9017478823661804 }, { "lang": "ja", "score": 0.026045186445116997 }, { "lang": "en", "score": 0.02048783004283905 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.33213621197324805, "iqa_v2_live_min": 0.33213621197324805, "iqa_v2_live_max": 0.33213621197324805, "iqa_v2_csiq_mean": 0.555973470211029, "iqa_v2_csiq_min": 0.555973470211029, "iqa_v2_csiq_max": 0.555973470211029, "iqa_v2_tid2013_mean": 0.24179061253865558, "iqa_v2_tid2013_min": 0.24179061253865558, "iqa_v2_tid2013_max": 0.24179061253865558, "iqa_v2_kadid10k_mean": 0.2781982421875, "iqa_v2_kadid10k_min": 0.2781982421875, "iqa_v2_kadid10k_max": 0.2781982421875, "iqa_v2_flive_mean": 0.6163283839370266, "iqa_v2_flive_min": 0.6163283839370266, "iqa_v2_flive_max": 0.6163283839370266, "iqa_v2_spaq_mean": 0.5353205517084912, "iqa_v2_spaq_min": 0.5353205517084912, "iqa_v2_spaq_max": 0.5353205517084912, "iqa_v2_clive_mean": 0.3771479828189118, "iqa_v2_clive_min": 0.3771479828189118, "iqa_v2_clive_max": 0.3771479828189118, "iqa_v2_koniq10k_mean": 0.44650734795464414, "iqa_v2_koniq10k_min": 0.44650734795464414, "iqa_v2_koniq10k_max": 0.44650734795464414, "imdecont": { "jpg": 0.38361871242523193 }, "imdecont_image_match": { "jpg": 189385 }, "imdecont_max": 0.38361871242523193, "imdecont_mean": 0.38361871242523193, "imdecont_min": 0.38361871242523193, "clip_score_clip_vitl14_224_prev_turn_only_min": 14.1484375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 14.1484375, "clip_score_clip_vitl14_224_prev_turn_only_max": 14.1484375, "clip_score_dfn_public_prev_turn_only_min": 3.0078125, "clip_score_dfn_public_prev_turn_only_mean": 3.0078125, "clip_score_dfn_public_prev_turn_only_max": 3.0078125, "clip_score_siglip2_b16_224_prev_turn_only_min": -9.765625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -9.765625, "clip_score_siglip2_b16_224_prev_turn_only_max": -9.765625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.984375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.984375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.984375, "clip_score_clip_vitl14_224_next_turn_only_min": 21.046875, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.046875, "clip_score_clip_vitl14_224_next_turn_only_max": 21.046875, "clip_score_dfn_public_next_turn_only_min": 2.4453125, "clip_score_dfn_public_next_turn_only_mean": 2.4453125, "clip_score_dfn_public_next_turn_only_max": 2.4453125, "clip_score_siglip2_b16_224_next_turn_only_min": -5.5078125, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.5078125, "clip_score_siglip2_b16_224_next_turn_only_max": -5.5078125, "clip_score_longclip_vitl14_224_next_turn_only_min": 22.640625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 22.640625, "clip_score_longclip_vitl14_224_next_turn_only_max": 22.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.078125, "clip_score_dfn_public_prev_and_next_turn_min": 2.359375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.359375, "clip_score_dfn_public_prev_and_next_turn_max": 2.359375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -5.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -5.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -5.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.234375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.234375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.234375, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4321.09 }, "im_clarity_mean": 4321.09, "im_clarity_min": 4321.09, "im_clarity_max": 4321.09, "im_luma": { "jpg": 235.13 }, "im_luma_mean": 235.13, "im_luma_min": 235.13, "im_luma_max": 235.13, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 2.7 }, "im_entropy_mean": 2.7, "im_entropy_min": 2.7, "im_entropy_max": 2.7, "unifilter_score_qwen2_5_1_5b": -1.1884765625, "unifilter_score_qwen3_0_6b": -0.47021484375, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9017478823661804, "language_detection_annotation_nllb_1_lan": "ja", "language_detection_annotation_nllb_1_score": 0.026045186445116997, "language_detection_annotation_nllb_2_lan": "en", "language_detection_annotation_nllb_2_score": 0.02048783004283905, "text_quality_weborganizer_topic_label": "Crime & Law", "text_quality_weborganizer_topic_score": 0.49439990520477295, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.4966542720794678, "text_quality_nvidia_domain_label": "Travel_and_Transportation", "text_quality_nvidia_domain_score": 0.9888787269592285, "text_quality_nvidia_edu_nemotron4_score": 1.7041015625, "text_quality_nvidia_edu_mixtral_score": 1.275390625, "text_quality_dclmbaseline_fasttext_score": 0.9611274600028992, "text_quality_dolma3_fasttext_score": 0.9999315738677979, "custom_fasttext_val_fasttext_score": 2.5987625122070312e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0003542900085449219, "custom_fasttext_core_clean_fasttext_score": 6.556510925292969e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.765625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.265625, "within_sample_repetition_detection": 6.0 }, "197": { "detoxify": 1, "length_chars": 431, "length_tokens": 2622, "length_tokens_text_only": 319, "length_tokens_trainable_only": 255, "length_images": 1, "iqa_live_mean": 0.3111450503570864, "iqa_live_min": 0.3111450503570864, "iqa_live_max": 0.3111450503570864, "iqa_csiq_mean": 0.558292806148529, "iqa_csiq_min": 0.558292806148529, "iqa_csiq_max": 0.558292806148529, "iqa_tid2013_mean": 0.23658227920532227, "iqa_tid2013_min": 0.23658227920532227, "iqa_tid2013_max": 0.23658227920532227, "iqa_kadid10k_mean": 0.2994384765625, "iqa_kadid10k_min": 0.2994384765625, "iqa_kadid10k_max": 0.2994384765625, "iqa_flive_mean": 0.6211618750986427, "iqa_flive_min": 0.6211618750986427, "iqa_flive_max": 0.6211618750986427, "iqa_spaq_mean": 0.5358729506983902, "iqa_spaq_min": 0.5358729506983902, "iqa_spaq_max": 0.5358729506983902, "iqa_clive_mean": 0.4933589203189118, "iqa_clive_min": 0.4933589203189118, "iqa_clive_max": 0.4933589203189118, "iqa_koniq10k_mean": 0.4326973732071694, "iqa_koniq10k_min": 0.4326973732071694, "iqa_koniq10k_max": 0.4326973732071694, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9145287871360779 }, { "lang": "en", "score": 0.017508942633867264 }, { "lang": "ta", "score": 0.00887301191687584 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.3111450503570864, "iqa_v2_live_min": 0.3111450503570864, "iqa_v2_live_max": 0.3111450503570864, "iqa_v2_csiq_mean": 0.558292806148529, "iqa_v2_csiq_min": 0.558292806148529, "iqa_v2_csiq_max": 0.558292806148529, "iqa_v2_tid2013_mean": 0.23658227920532227, "iqa_v2_tid2013_min": 0.23658227920532227, "iqa_v2_tid2013_max": 0.23658227920532227, "iqa_v2_kadid10k_mean": 0.2994384765625, "iqa_v2_kadid10k_min": 0.2994384765625, "iqa_v2_kadid10k_max": 0.2994384765625, "iqa_v2_flive_mean": 0.6211618750986427, "iqa_v2_flive_min": 0.6211618750986427, "iqa_v2_flive_max": 0.6211618750986427, "iqa_v2_spaq_mean": 0.5358729506983902, "iqa_v2_spaq_min": 0.5358729506983902, "iqa_v2_spaq_max": 0.5358729506983902, "iqa_v2_clive_mean": 0.4933589203189118, "iqa_v2_clive_min": 0.4933589203189118, "iqa_v2_clive_max": 0.4933589203189118, "iqa_v2_koniq10k_mean": 0.4326973732071694, "iqa_v2_koniq10k_min": 0.4326973732071694, "iqa_v2_koniq10k_max": 0.4326973732071694, "imdecont": { "jpg": 0.48417115211486816 }, "imdecont_image_match": { "jpg": 189211 }, "imdecont_max": 0.48417115211486816, "imdecont_mean": 0.48417115211486816, "imdecont_min": 0.48417115211486816, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.4375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.4375, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.4375, "clip_score_dfn_public_prev_turn_only_min": 2.701171875, "clip_score_dfn_public_prev_turn_only_mean": 2.701171875, "clip_score_dfn_public_prev_turn_only_max": 2.701171875, "clip_score_siglip2_b16_224_prev_turn_only_min": -8.703125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -8.703125, "clip_score_siglip2_b16_224_prev_turn_only_max": -8.703125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.125, "clip_score_clip_vitl14_224_next_turn_only_min": 19.265625, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.265625, "clip_score_clip_vitl14_224_next_turn_only_max": 19.265625, "clip_score_dfn_public_next_turn_only_min": 2.03515625, "clip_score_dfn_public_next_turn_only_mean": 2.03515625, "clip_score_dfn_public_next_turn_only_max": 2.03515625, "clip_score_siglip2_b16_224_next_turn_only_min": -6.578125, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.578125, "clip_score_siglip2_b16_224_next_turn_only_max": -6.578125, "clip_score_longclip_vitl14_224_next_turn_only_min": 20.375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 20.375, "clip_score_longclip_vitl14_224_next_turn_only_max": 20.375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.96875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.96875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.96875, "clip_score_dfn_public_prev_and_next_turn_min": 2.298828125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.298828125, "clip_score_dfn_public_prev_and_next_turn_max": 2.298828125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.8828125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.8828125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.8828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.625, "im_height": { "jpg": 1280 }, "im_height_mean": 1280.0, "im_height_min": 1280, "im_height_max": 1280, "im_width": { "jpg": 720 }, "im_width_mean": 720.0, "im_width_min": 720, "im_width_max": 720, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 2700.0 }, "im_kilobytes_mean": 2700.0, "im_kilobytes_min": 2700.0, "im_kilobytes_max": 2700.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5774.74 }, "im_clarity_mean": 5774.74, "im_clarity_min": 5774.74, "im_clarity_max": 5774.74, "im_luma": { "jpg": 213.11 }, "im_luma_mean": 213.11, "im_luma_min": 213.11, "im_luma_max": 213.11, "im_saturation": { "jpg": 2.3 }, "im_saturation_mean": 2.3, "im_saturation_min": 2.3, "im_saturation_max": 2.3, "im_entropy": { "jpg": 3.21 }, "im_entropy_mean": 3.21, "im_entropy_min": 3.21, "im_entropy_max": 3.21, "unifilter_score_qwen2_5_1_5b": 0.6650390625, "unifilter_score_qwen3_0_6b": 1.154296875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9145287871360779, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.017508942633867264, "language_detection_annotation_nllb_2_lan": "ta", "language_detection_annotation_nllb_2_score": 0.00887301191687584, "text_quality_weborganizer_topic_label": "Crime & Law", "text_quality_weborganizer_topic_score": 0.25426071882247925, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.4142860472202301, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.5143902897834778, "text_quality_nvidia_edu_nemotron4_score": 1.7841796875, "text_quality_nvidia_edu_mixtral_score": 1.53125, "text_quality_dclmbaseline_fasttext_score": 0.9999703168869019, "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": 7.3909759521484375e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.390625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.640625, "within_sample_repetition_detection": 4.0 }, "203": { "detoxify": 1, "length_chars": 470, "length_tokens": 2647, "length_tokens_text_only": 343, "length_tokens_trainable_only": 279, "length_images": 1, "iqa_live_mean": 0.24911853520557126, "iqa_live_min": 0.24911853520557126, "iqa_live_max": 0.24911853520557126, "iqa_csiq_mean": 0.46786922216415405, "iqa_csiq_min": 0.46786922216415405, "iqa_csiq_max": 0.46786922216415405, "iqa_tid2013_mean": 0.24287568198310003, "iqa_tid2013_min": 0.24287568198310003, "iqa_tid2013_max": 0.24287568198310003, "iqa_kadid10k_mean": 0.1815185546875, "iqa_kadid10k_min": 0.1815185546875, "iqa_kadid10k_max": 0.1815185546875, "iqa_flive_mean": 0.544299501361269, "iqa_flive_min": 0.544299501361269, "iqa_flive_max": 0.544299501361269, "iqa_spaq_mean": 0.3983256022135417, "iqa_spaq_min": 0.3983256022135417, "iqa_spaq_max": 0.3983256022135417, "iqa_clive_mean": 0.2867912908997199, "iqa_clive_min": 0.2867912908997199, "iqa_clive_max": 0.2867912908997199, "iqa_koniq10k_mean": 0.3751295070455532, "iqa_koniq10k_min": 0.3751295070455532, "iqa_koniq10k_max": 0.3751295070455532, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "zh", "score": 1.0 }, { "lang": "af", "score": 0.0 }, { "lang": "sq", "score": 0.0 } ], "language_detection_annotation_nllb_top3": [ { "lang": "zh", "score": 0.9155519008636475 }, { "lang": "en", "score": 0.028401315212249756 }, { "lang": "ko", "score": 0.008085856214165688 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.24911853520557126, "iqa_v2_live_min": 0.24911853520557126, "iqa_v2_live_max": 0.24911853520557126, "iqa_v2_csiq_mean": 0.46786922216415405, "iqa_v2_csiq_min": 0.46786922216415405, "iqa_v2_csiq_max": 0.46786922216415405, "iqa_v2_tid2013_mean": 0.24287568198310003, "iqa_v2_tid2013_min": 0.24287568198310003, "iqa_v2_tid2013_max": 0.24287568198310003, "iqa_v2_kadid10k_mean": 0.1815185546875, "iqa_v2_kadid10k_min": 0.1815185546875, "iqa_v2_kadid10k_max": 0.1815185546875, "iqa_v2_flive_mean": 0.544299501361269, "iqa_v2_flive_min": 0.544299501361269, "iqa_v2_flive_max": 0.544299501361269, "iqa_v2_spaq_mean": 0.3983256022135417, "iqa_v2_spaq_min": 0.3983256022135417, "iqa_v2_spaq_max": 0.3983256022135417, "iqa_v2_clive_mean": 0.2867912908997199, "iqa_v2_clive_min": 0.2867912908997199, "iqa_v2_clive_max": 0.2867912908997199, "iqa_v2_koniq10k_mean": 0.3751295070455532, "iqa_v2_koniq10k_min": 0.3751295070455532, "iqa_v2_koniq10k_max": 0.3751295070455532, "imdecont": { "jpg": 0.4076838493347168 }, "imdecont_image_match": { "jpg": 189130 }, "imdecont_max": 0.4076838493347168, "imdecont_mean": 0.4076838493347168, "imdecont_min": 0.4076838493347168, "clip_score_clip_vitl14_224_prev_turn_only_min": 14.8203125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 14.8203125, "clip_score_clip_vitl14_224_prev_turn_only_max": 14.8203125, "clip_score_dfn_public_prev_turn_only_min": 1.7919921875, "clip_score_dfn_public_prev_turn_only_mean": 1.7919921875, "clip_score_dfn_public_prev_turn_only_max": 1.7919921875, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.953125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.953125, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.953125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.390625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.390625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.390625, "clip_score_clip_vitl14_224_next_turn_only_min": 21.34375, "clip_score_clip_vitl14_224_next_turn_only_mean": 21.34375, "clip_score_clip_vitl14_224_next_turn_only_max": 21.34375, "clip_score_dfn_public_next_turn_only_min": 2.962890625, "clip_score_dfn_public_next_turn_only_mean": 2.962890625, "clip_score_dfn_public_next_turn_only_max": 2.962890625, "clip_score_siglip2_b16_224_next_turn_only_min": -7.890625, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.890625, "clip_score_siglip2_b16_224_next_turn_only_max": -7.890625, "clip_score_longclip_vitl14_224_next_turn_only_min": 21.515625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 21.515625, "clip_score_longclip_vitl14_224_next_turn_only_max": 21.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.28125, "clip_score_dfn_public_prev_and_next_turn_min": 2.693359375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.693359375, "clip_score_dfn_public_prev_and_next_turn_max": 2.693359375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -6.578125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -6.578125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -6.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.015625, "im_height": { "jpg": 1920 }, "im_height_mean": 1920.0, "im_height_min": 1920, "im_height_max": 1920, "im_width": { "jpg": 1080 }, "im_width_mean": 1080.0, "im_width_min": 1080, "im_width_max": 1080, "im_ar": { "jpg": 0.5625 }, "im_ar_mean": 0.5625, "im_ar_min": 0.5625, "im_ar_max": 0.5625, "im_kilobytes": { "jpg": 6075.0 }, "im_kilobytes_mean": 6075.0, "im_kilobytes_min": 6075.0, "im_kilobytes_max": 6075.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2989.75 }, "im_clarity_mean": 2989.75, "im_clarity_min": 2989.75, "im_clarity_max": 2989.75, "im_luma": { "jpg": 214.52 }, "im_luma_mean": 214.52, "im_luma_min": 214.52, "im_luma_max": 214.52, "im_saturation": { "jpg": 11.31 }, "im_saturation_mean": 11.31, "im_saturation_min": 11.31, "im_saturation_max": 11.31, "im_entropy": { "jpg": 2.8 }, "im_entropy_mean": 2.8, "im_entropy_min": 2.8, "im_entropy_max": 2.8, "unifilter_score_qwen2_5_1_5b": 0.0183258056640625, "unifilter_score_qwen3_0_6b": 0.354248046875, "language_detection_annotation_lingua_0_lan": "zh", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "af", "language_detection_annotation_lingua_1_score": 0.0, "language_detection_annotation_lingua_2_lan": "sq", "language_detection_annotation_lingua_2_score": 0.0, "language_detection_annotation_nllb_0_lan": "zh", "language_detection_annotation_nllb_0_score": 0.9155519008636475, "language_detection_annotation_nllb_1_lan": "en", "language_detection_annotation_nllb_1_score": 0.028401315212249756, "language_detection_annotation_nllb_2_lan": "ko", "language_detection_annotation_nllb_2_score": 0.008085856214165688, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.5084503293037415, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.3792066276073456, "text_quality_nvidia_domain_label": "Travel_and_Transportation", "text_quality_nvidia_domain_score": 0.664004385471344, "text_quality_nvidia_edu_nemotron4_score": 1.46484375, "text_quality_nvidia_edu_mixtral_score": 0.76220703125, "text_quality_dclmbaseline_fasttext_score": 0.966769278049469, "text_quality_dolma3_fasttext_score": 0.8886882662773132, "custom_fasttext_val_fasttext_score": 4.792213439941406e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 3.731250762939453e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 4.28125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 3.890625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.390625, "within_sample_repetition_detection": 4.0 } }