{ "6": { "detoxify": 0, "length_chars": 134, "length_tokens": 1869, "length_tokens_text_only": 78, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7816312000004932, "iqa_live_min": 0.7816312000004932, "iqa_live_max": 0.7816312000004932, "iqa_csiq_mean": 0.975162923336029, "iqa_csiq_min": 0.975162923336029, "iqa_csiq_max": 0.975162923336029, "iqa_tid2013_mean": 0.5663348833719889, "iqa_tid2013_min": 0.5663348833719889, "iqa_tid2013_max": 0.5663348833719889, "iqa_kadid10k_mean": 0.6551284790039062, "iqa_kadid10k_min": 0.6551284790039062, "iqa_kadid10k_max": 0.6551284790039062, "iqa_flive_mean": 0.726748996310764, "iqa_flive_min": 0.726748996310764, "iqa_flive_max": 0.726748996310764, "iqa_spaq_mean": 0.7161128496882893, "iqa_spaq_min": 0.7161128496882893, "iqa_spaq_max": 0.7161128496882893, "iqa_clive_mean": 0.7108758483270202, "iqa_clive_min": 0.7108758483270202, "iqa_clive_max": 0.7108758483270202, "iqa_koniq10k_mean": 0.687274354876894, "iqa_koniq10k_min": 0.687274354876894, "iqa_koniq10k_max": 0.687274354876894, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9602411967172408 }, { "lang": "tl", "score": 0.007655545236560942 }, { "lang": "nl", "score": 0.005899024192056944 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9664934277534485 }, { "lang": "nl", "score": 0.001883415854535997 }, { "lang": "de", "score": 0.0017612322699278593 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7816312000004932, "iqa_v2_live_min": 0.7816312000004932, "iqa_v2_live_max": 0.7816312000004932, "iqa_v2_csiq_mean": 0.975162923336029, "iqa_v2_csiq_min": 0.975162923336029, "iqa_v2_csiq_max": 0.975162923336029, "iqa_v2_tid2013_mean": 0.5663348833719889, "iqa_v2_tid2013_min": 0.5663348833719889, "iqa_v2_tid2013_max": 0.5663348833719889, "iqa_v2_kadid10k_mean": 0.655120849609375, "iqa_v2_kadid10k_min": 0.655120849609375, "iqa_v2_kadid10k_max": 0.655120849609375, "iqa_v2_flive_mean": 0.726748996310764, "iqa_v2_flive_min": 0.726748996310764, "iqa_v2_flive_max": 0.726748996310764, "iqa_v2_spaq_mean": 0.7161128496882893, "iqa_v2_spaq_min": 0.7161128496882893, "iqa_v2_spaq_max": 0.7161128496882893, "iqa_v2_clive_mean": 0.7107180200441919, "iqa_v2_clive_min": 0.7107180200441919, "iqa_v2_clive_max": 0.7107180200441919, "iqa_v2_koniq10k_mean": 0.687274354876894, "iqa_v2_koniq10k_min": 0.687274354876894, "iqa_v2_koniq10k_max": 0.687274354876894, "imdecont": { "jpg": 0.3112030029296875 }, "imdecont_image_match": { "jpg": 266045 }, "imdecont_max": 0.3112030029296875, "imdecont_mean": 0.3112030029296875, "imdecont_min": 0.3112030029296875, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.953125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.953125, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.953125, "clip_score_dfn_public_prev_turn_only_min": 2.7890625, "clip_score_dfn_public_prev_turn_only_mean": 2.7890625, "clip_score_dfn_public_prev_turn_only_max": 2.7890625, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.328125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.328125, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.328125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.609375, "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": 16.15625, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.15625, "clip_score_clip_vitl14_224_next_turn_only_max": 16.15625, "clip_score_dfn_public_next_turn_only_min": 1.142578125, "clip_score_dfn_public_next_turn_only_mean": 1.142578125, "clip_score_dfn_public_next_turn_only_max": 1.142578125, "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": 15.0546875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.0546875, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.0546875, "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": 2.91796875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.91796875, "clip_score_dfn_public_prev_and_next_turn_max": 2.91796875, "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": 21.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.109375, "im_height": { "jpg": 533 }, "im_height_mean": 533.0, "im_height_min": 533, "im_height_max": 533, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.5009 }, "im_ar_mean": 1.5009, "im_ar_min": 1.5009, "im_ar_max": 1.5009, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2161.34 }, "im_clarity_mean": 2161.34, "im_clarity_min": 2161.34, "im_clarity_max": 2161.34, "im_luma": { "jpg": 155.71 }, "im_luma_mean": 155.71, "im_luma_min": 155.71, "im_luma_max": 155.71, "im_saturation": { "jpg": 98.46 }, "im_saturation_mean": 98.46, "im_saturation_min": 98.46, "im_saturation_max": 98.46, "im_entropy": { "jpg": 7.19 }, "im_entropy_mean": 7.19, "im_entropy_min": 7.19, "im_entropy_max": 7.19, "unifilter_score_qwen2_5_1_5b": -0.0256195068359375, "unifilter_score_qwen3_0_6b": 0.515625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9602411967172408, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.007655545236560942, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.005899024192056944, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9664934277534485, "language_detection_annotation_nllb_1_lan": "nl", "language_detection_annotation_nllb_1_score": 0.001883415854535997, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.0017612322699278593, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7108094096183777, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.6116533875465393, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9984098672866821, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.014019548892974854, "text_quality_dolma3_fasttext_score": 0.0, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 2.968311309814453e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 4.0 }, "13": { "detoxify": 0, "length_chars": 161, "length_tokens": 1875, "length_tokens_text_only": 84, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7914165535358467, "iqa_live_min": 0.7914165535358467, "iqa_live_max": 0.7914165535358467, "iqa_csiq_mean": 0.774723470211029, "iqa_csiq_min": 0.774723470211029, "iqa_csiq_max": 0.774723470211029, "iqa_tid2013_mean": 0.5137225786844889, "iqa_tid2013_min": 0.5137225786844889, "iqa_tid2013_max": 0.5137225786844889, "iqa_kadid10k_mean": 0.54461669921875, "iqa_kadid10k_min": 0.54461669921875, "iqa_kadid10k_max": 0.54461669921875, "iqa_flive_mean": 0.6766187879774306, "iqa_flive_min": 0.6766187879774306, "iqa_flive_max": 0.6766187879774306, "iqa_spaq_mean": 0.5729231400923296, "iqa_spaq_min": 0.5729231400923296, "iqa_spaq_max": 0.5729231400923296, "iqa_clive_mean": 0.4842739297886088, "iqa_clive_min": 0.4842739297886088, "iqa_clive_max": 0.4842739297886088, "iqa_koniq10k_mean": 0.6238274237122199, "iqa_koniq10k_min": 0.6238274237122199, "iqa_koniq10k_max": 0.6238274237122199, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "da", "score": 2.41871367065969e-18 }, { "lang": "nb", "score": 3.391129360313732e-19 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9256470799446106 }, { "lang": "nl", "score": 0.005895188078284264 }, { "lang": "es", "score": 0.005215552635490894 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7914165535358467, "iqa_v2_live_min": 0.7914165535358467, "iqa_v2_live_max": 0.7914165535358467, "iqa_v2_csiq_mean": 0.774723470211029, "iqa_v2_csiq_min": 0.774723470211029, "iqa_v2_csiq_max": 0.774723470211029, "iqa_v2_tid2013_mean": 0.5137225786844889, "iqa_v2_tid2013_min": 0.5137225786844889, "iqa_v2_tid2013_max": 0.5137225786844889, "iqa_v2_kadid10k_mean": 0.544677734375, "iqa_v2_kadid10k_min": 0.544677734375, "iqa_v2_kadid10k_max": 0.544677734375, "iqa_v2_flive_mean": 0.6766779735834912, "iqa_v2_flive_min": 0.6766779735834912, "iqa_v2_flive_max": 0.6766779735834912, "iqa_v2_spaq_mean": 0.5728836830216225, "iqa_v2_spaq_min": 0.5728836830216225, "iqa_v2_spaq_max": 0.5728836830216225, "iqa_v2_clive_mean": 0.4842788619224472, "iqa_v2_clive_min": 0.4842788619224472, "iqa_v2_clive_max": 0.4842788619224472, "iqa_v2_koniq10k_mean": 0.6238274237122199, "iqa_v2_koniq10k_min": 0.6238274237122199, "iqa_v2_koniq10k_max": 0.6238274237122199, "imdecont": { "jpg": 0.26199448108673096 }, "imdecont_image_match": { "jpg": 265799 }, "imdecont_max": 0.26199448108673096, "imdecont_mean": 0.26199448108673096, "imdecont_min": 0.26199448108673096, "clip_score_clip_vitl14_224_prev_turn_only_min": 37.09375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 37.09375, "clip_score_clip_vitl14_224_prev_turn_only_max": 37.09375, "clip_score_dfn_public_prev_turn_only_min": 3.50390625, "clip_score_dfn_public_prev_turn_only_mean": 3.50390625, "clip_score_dfn_public_prev_turn_only_max": 3.50390625, "clip_score_siglip2_b16_224_prev_turn_only_min": 6.140625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 6.140625, "clip_score_siglip2_b16_224_prev_turn_only_max": 6.140625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 31.59375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 31.59375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 31.59375, "clip_score_clip_vitl14_224_next_turn_only_min": 18.265625, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.265625, "clip_score_clip_vitl14_224_next_turn_only_max": 18.265625, "clip_score_dfn_public_next_turn_only_min": -1.275390625, "clip_score_dfn_public_next_turn_only_mean": -1.275390625, "clip_score_dfn_public_next_turn_only_max": -1.275390625, "clip_score_siglip2_b16_224_next_turn_only_min": -10.9296875, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.9296875, "clip_score_siglip2_b16_224_next_turn_only_max": -10.9296875, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.6328125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.6328125, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.6328125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 36.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 36.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 36.8125, "clip_score_dfn_public_prev_and_next_turn_min": 3.0078125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.0078125, "clip_score_dfn_public_prev_and_next_turn_max": 3.0078125, "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": 31.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 31.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 31.375, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 7451.49 }, "im_clarity_mean": 7451.49, "im_clarity_min": 7451.49, "im_clarity_max": 7451.49, "im_luma": { "jpg": 135.19 }, "im_luma_mean": 135.19, "im_luma_min": 135.19, "im_luma_max": 135.19, "im_saturation": { "jpg": 48.69 }, "im_saturation_mean": 48.69, "im_saturation_min": 48.69, "im_saturation_max": 48.69, "im_entropy": { "jpg": 7.69 }, "im_entropy_mean": 7.69, "im_entropy_min": 7.69, "im_entropy_max": 7.69, "unifilter_score_qwen2_5_1_5b": -2.33984375, "unifilter_score_qwen3_0_6b": 0.1175537109375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "da", "language_detection_annotation_lingua_1_score": 2.41871367065969e-18, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 3.391129360313732e-19, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9256470799446106, "language_detection_annotation_nllb_1_lan": "nl", "language_detection_annotation_nllb_1_score": 0.005895188078284264, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.005215552635490894, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8810526728630066, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.7868056297302246, "text_quality_nvidia_domain_label": "Pets_and_Animals", "text_quality_nvidia_domain_score": 0.5943764448165894, "text_quality_nvidia_edu_nemotron4_score": 0.01120758056640625, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9288197159767151, "text_quality_dolma3_fasttext_score": 0.7123814225196838, "custom_fasttext_val_fasttext_score": 0.0011380910873413086, "custom_fasttext_core_fasttext_score": 0.00037169456481933594, "custom_fasttext_val_clean_fasttext_score": 0.0015979409217834473, "custom_fasttext_core_clean_fasttext_score": 0.0004980564117431641, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 8.0 }, "11": { "detoxify": 1, "length_chars": 123, "length_tokens": 3400, "length_tokens_text_only": 73, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.5282921453919074, "iqa_live_min": 0.5282921453919074, "iqa_live_max": 0.5282921453919074, "iqa_csiq_mean": 0.694645345211029, "iqa_csiq_min": 0.694645345211029, "iqa_csiq_max": 0.694645345211029, "iqa_tid2013_mean": 0.5018410682678223, "iqa_tid2013_min": 0.5018410682678223, "iqa_tid2013_max": 0.5018410682678223, "iqa_kadid10k_mean": 0.3226318359375, "iqa_kadid10k_min": 0.3226318359375, "iqa_kadid10k_max": 0.3226318359375, "iqa_flive_mean": 0.699405246310764, "iqa_flive_min": 0.699405246310764, "iqa_flive_max": 0.699405246310764, "iqa_spaq_mean": 0.44827825372869323, "iqa_spaq_min": 0.44827825372869323, "iqa_spaq_max": 0.44827825372869323, "iqa_clive_mean": 0.3997568843340633, "iqa_clive_min": 0.3997568843340633, "iqa_clive_max": 0.3997568843340633, "iqa_koniq10k_mean": 0.5494903025000987, "iqa_koniq10k_min": 0.5494903025000987, "iqa_koniq10k_max": 0.5494903025000987, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9703514835008666 }, { "lang": "tl", "score": 0.009817078955363729 }, { "lang": "la", "score": 0.005980368715252142 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8975239992141724 }, { "lang": "bn", "score": 0.007770061492919922 }, { "lang": "id", "score": 0.005480386316776276 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.5283365345964528, "iqa_v2_live_min": 0.5283365345964528, "iqa_v2_live_max": 0.5283365345964528, "iqa_v2_csiq_mean": 0.694645345211029, "iqa_v2_csiq_min": 0.694645345211029, "iqa_v2_csiq_max": 0.694645345211029, "iqa_v2_tid2013_mean": 0.5019021034240723, "iqa_v2_tid2013_min": 0.5019021034240723, "iqa_v2_tid2013_max": 0.5019021034240723, "iqa_v2_kadid10k_mean": 0.3226318359375, "iqa_v2_kadid10k_min": 0.3226318359375, "iqa_v2_kadid10k_max": 0.3226318359375, "iqa_v2_flive_mean": 0.699444703381471, "iqa_v2_flive_min": 0.699444703381471, "iqa_v2_flive_max": 0.699444703381471, "iqa_v2_spaq_mean": 0.4480415113044508, "iqa_v2_spaq_min": 0.4480415113044508, "iqa_v2_spaq_max": 0.4480415113044508, "iqa_v2_clive_mean": 0.3997963414047704, "iqa_v2_clive_min": 0.3997963414047704, "iqa_v2_clive_max": 0.3997963414047704, "iqa_v2_koniq10k_mean": 0.5494903025000987, "iqa_v2_koniq10k_min": 0.5494903025000987, "iqa_v2_koniq10k_max": 0.5494903025000987, "imdecont": { "jpg": 0.2729300856590271 }, "imdecont_image_match": { "jpg": 244853 }, "imdecont_max": 0.2729300856590271, "imdecont_mean": 0.2729300856590271, "imdecont_min": 0.2729300856590271, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.34375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.34375, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.34375, "clip_score_dfn_public_prev_turn_only_min": 2.0078125, "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": 2.078125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.078125, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.078125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.5625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.5625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.5625, "clip_score_clip_vitl14_224_next_turn_only_min": 15.34375, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.34375, "clip_score_clip_vitl14_224_next_turn_only_max": 15.34375, "clip_score_dfn_public_next_turn_only_min": -0.1484375, "clip_score_dfn_public_next_turn_only_mean": -0.1484375, "clip_score_dfn_public_next_turn_only_max": -0.1484375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.828125, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.828125, "clip_score_siglip2_b16_224_next_turn_only_max": -9.828125, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.109375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.109375, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.109375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.125, "clip_score_dfn_public_prev_and_next_turn_min": 2.041015625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.041015625, "clip_score_dfn_public_prev_and_next_turn_max": 2.041015625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.65625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.65625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.71875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.71875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.71875, "im_height": { "jpg": 644 }, "im_height_mean": 644.0, "im_height_min": 644, "im_height_max": 644, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.2811 }, "im_ar_mean": 1.2811, "im_ar_min": 1.2811, "im_ar_max": 1.2811, "im_kilobytes": { "jpg": 1556.54 }, "im_kilobytes_mean": 1556.54, "im_kilobytes_min": 1556.54, "im_kilobytes_max": 1556.54, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1715.67 }, "im_clarity_mean": 1715.67, "im_clarity_min": 1715.67, "im_clarity_max": 1715.67, "im_luma": { "jpg": 173.96 }, "im_luma_mean": 173.96, "im_luma_min": 173.96, "im_luma_max": 173.96, "im_saturation": { "jpg": 167.06 }, "im_saturation_mean": 167.06, "im_saturation_min": 167.06, "im_saturation_max": 167.06, "im_entropy": { "jpg": 6.74 }, "im_entropy_mean": 6.74, "im_entropy_min": 6.74, "im_entropy_max": 6.74, "unifilter_score_qwen2_5_1_5b": -1.4609375, "unifilter_score_qwen3_0_6b": -0.2406005859375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9703514835008666, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.009817078955363729, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.005980368715252142, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8975239992141724, "language_detection_annotation_nllb_1_lan": "bn", "language_detection_annotation_nllb_1_score": 0.007770061492919922, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.005480386316776276, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.5195460915565491, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.3731691539287567, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9827250838279724, "text_quality_nvidia_edu_nemotron4_score": 0.03192138671875, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9998762607574463, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 1.1920928955078125e-06, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0004418492317199707, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0625, "within_sample_repetition_detection": 8.0 }, "10": { "detoxify": 0, "length_chars": 111, "length_tokens": 1867, "length_tokens_text_only": 75, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6004443313136245, "iqa_live_min": 0.6004443313136245, "iqa_live_max": 0.6004443313136245, "iqa_csiq_mean": 0.821598470211029, "iqa_csiq_min": 0.821598470211029, "iqa_csiq_max": 0.821598470211029, "iqa_tid2013_mean": 0.34715085559421116, "iqa_tid2013_min": 0.34715085559421116, "iqa_tid2013_max": 0.34715085559421116, "iqa_kadid10k_mean": 0.3974609375, "iqa_kadid10k_min": 0.3974609375, "iqa_kadid10k_max": 0.3974609375, "iqa_flive_mean": 0.6691022160077337, "iqa_flive_min": 0.6691022160077337, "iqa_flive_max": 0.6691022160077337, "iqa_spaq_mean": 0.5875617133246528, "iqa_spaq_min": 0.5875617133246528, "iqa_spaq_max": 0.5875617133246528, "iqa_clive_mean": 0.4493938792835583, "iqa_clive_min": 0.4493938792835583, "iqa_clive_max": 0.4493938792835583, "iqa_koniq10k_mean": 0.6506581932607324, "iqa_koniq10k_min": 0.6506581932607324, "iqa_koniq10k_max": 0.6506581932607324, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8973148133926274 }, { "lang": "tl", "score": 0.02711672367467158 }, { "lang": "de", "score": 0.015405471069923514 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.877946138381958 }, { "lang": "de", "score": 0.015054715797305107 }, { "lang": "ms", "score": 0.005944020114839077 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6004443313136245, "iqa_v2_live_min": 0.6004443313136245, "iqa_v2_live_max": 0.6004443313136245, "iqa_v2_csiq_mean": 0.821598470211029, "iqa_v2_csiq_min": 0.821598470211029, "iqa_v2_csiq_max": 0.821598470211029, "iqa_v2_tid2013_mean": 0.34715085559421116, "iqa_v2_tid2013_min": 0.34715085559421116, "iqa_v2_tid2013_max": 0.34715085559421116, "iqa_v2_kadid10k_mean": 0.3974609375, "iqa_v2_kadid10k_min": 0.3974609375, "iqa_v2_kadid10k_max": 0.3974609375, "iqa_v2_flive_mean": 0.6691022160077337, "iqa_v2_flive_min": 0.6691022160077337, "iqa_v2_flive_max": 0.6691022160077337, "iqa_v2_spaq_mean": 0.5875617133246528, "iqa_v2_spaq_min": 0.5875617133246528, "iqa_v2_spaq_max": 0.5875617133246528, "iqa_v2_clive_mean": 0.4493938792835583, "iqa_v2_clive_min": 0.4493938792835583, "iqa_v2_clive_max": 0.4493938792835583, "iqa_v2_koniq10k_mean": 0.6506581932607324, "iqa_v2_koniq10k_min": 0.6506581932607324, "iqa_v2_koniq10k_max": 0.6506581932607324, "imdecont": { "jpg": 0.9144964814186096 }, "imdecont_image_match": { "jpg": 266011 }, "imdecont_max": 0.9144964814186096, "imdecont_mean": 0.9144964814186096, "imdecont_min": 0.9144964814186096, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.359375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.359375, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.359375, "clip_score_dfn_public_prev_turn_only_min": 2.1015625, "clip_score_dfn_public_prev_turn_only_mean": 2.1015625, "clip_score_dfn_public_prev_turn_only_max": 2.1015625, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.984375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.984375, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.984375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.1875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.1875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.1875, "clip_score_clip_vitl14_224_next_turn_only_min": 18.109375, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.109375, "clip_score_clip_vitl14_224_next_turn_only_max": 18.109375, "clip_score_dfn_public_next_turn_only_min": 1.5185546875, "clip_score_dfn_public_next_turn_only_mean": 1.5185546875, "clip_score_dfn_public_next_turn_only_max": 1.5185546875, "clip_score_siglip2_b16_224_next_turn_only_min": -6.8359375, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.8359375, "clip_score_siglip2_b16_224_next_turn_only_max": -6.8359375, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.0859375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.0859375, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.0859375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.578125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.578125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.578125, "clip_score_dfn_public_prev_and_next_turn_min": 2.009765625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.009765625, "clip_score_dfn_public_prev_and_next_turn_max": 2.009765625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.171875, "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": 399 }, "im_height_mean": 399.0, "im_height_min": 399, "im_height_max": 399, "im_width": { "jpg": 277 }, "im_width_mean": 277.0, "im_width_min": 277, "im_width_max": 277, "im_ar": { "jpg": 0.6942 }, "im_ar_mean": 0.6942, "im_ar_min": 0.6942, "im_ar_max": 0.6942, "im_kilobytes": { "jpg": 323.8 }, "im_kilobytes_mean": 323.8, "im_kilobytes_min": 323.8, "im_kilobytes_max": 323.8, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2556.28 }, "im_clarity_mean": 2556.28, "im_clarity_min": 2556.28, "im_clarity_max": 2556.28, "im_luma": { "jpg": 77.03 }, "im_luma_mean": 77.03, "im_luma_min": 77.03, "im_luma_max": 77.03, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 7.01 }, "im_entropy_mean": 7.01, "im_entropy_min": 7.01, "im_entropy_max": 7.01, "unifilter_score_qwen2_5_1_5b": 0.55419921875, "unifilter_score_qwen3_0_6b": 0.84228515625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8973148133926274, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.02711672367467158, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 0.015405471069923514, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.877946138381958, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.015054715797305107, "language_detection_annotation_nllb_2_lan": "ms", "language_detection_annotation_nllb_2_score": 0.005944020114839077, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8129020929336548, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.6079388856887817, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.998128354549408, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.6907954216003418, "text_quality_dolma3_fasttext_score": 0.0030028223991394043, "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": 10.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 3.53125, "within_sample_repetition_detection": 10.0 }, "2": { "detoxify": 0, "length_chars": 118, "length_tokens": 1862, "length_tokens_text_only": 70, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7750024121217053, "iqa_live_min": 0.7750024121217053, "iqa_live_max": 0.7750024121217053, "iqa_csiq_mean": 0.893619954586029, "iqa_csiq_min": 0.893619954586029, "iqa_csiq_max": 0.893619954586029, "iqa_tid2013_mean": 0.5353561507331001, "iqa_tid2013_min": 0.5353561507331001, "iqa_tid2013_max": 0.5353561507331001, "iqa_kadid10k_mean": 0.63037109375, "iqa_kadid10k_min": 0.63037109375, "iqa_kadid10k_max": 0.63037109375, "iqa_flive_mean": 0.7009835291390468, "iqa_flive_min": 0.7009835291390468, "iqa_flive_max": 0.7009835291390468, "iqa_spaq_mean": 0.5430935946377842, "iqa_spaq_min": 0.5430935946377842, "iqa_spaq_max": 0.5430935946377842, "iqa_clive_mean": 0.5160763287785077, "iqa_clive_min": 0.5160763287785077, "iqa_clive_max": 0.5160763287785077, "iqa_koniq10k_mean": 0.667703647806187, "iqa_koniq10k_min": 0.667703647806187, "iqa_koniq10k_max": 0.667703647806187, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9535329632262537 }, { "lang": "tl", "score": 0.01031759020587753 }, { "lang": "nb", "score": 0.004837743009549238 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8687418699264526 }, { "lang": "fr", "score": 0.007450908422470093 }, { "lang": "hi", "score": 0.005640500225126743 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7750024121217053, "iqa_v2_live_min": 0.7750024121217053, "iqa_v2_live_max": 0.7750024121217053, "iqa_v2_csiq_mean": 0.893619954586029, "iqa_v2_csiq_min": 0.893619954586029, "iqa_v2_csiq_max": 0.893619954586029, "iqa_v2_tid2013_mean": 0.5353561507331001, "iqa_v2_tid2013_min": 0.5353561507331001, "iqa_v2_tid2013_max": 0.5353561507331001, "iqa_v2_kadid10k_mean": 0.6302947998046875, "iqa_v2_kadid10k_min": 0.6302947998046875, "iqa_v2_kadid10k_max": 0.6302947998046875, "iqa_v2_flive_mean": 0.7009835291390468, "iqa_v2_flive_min": 0.7009835291390468, "iqa_v2_flive_max": 0.7009835291390468, "iqa_v2_spaq_mean": 0.5430541375670771, "iqa_v2_spaq_min": 0.5430541375670771, "iqa_v2_spaq_max": 0.5430541375670771, "iqa_v2_clive_mean": 0.5160960573138613, "iqa_v2_clive_min": 0.5160960573138613, "iqa_v2_clive_max": 0.5160960573138613, "iqa_v2_koniq10k_mean": 0.667703647806187, "iqa_v2_koniq10k_min": 0.667703647806187, "iqa_v2_koniq10k_max": 0.667703647806187, "imdecont": { "jpg": 0.2212216854095459 }, "imdecont_image_match": { "jpg": 261372 }, "imdecont_max": 0.2212216854095459, "imdecont_mean": 0.2212216854095459, "imdecont_min": 0.2212216854095459, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.125, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.125, "clip_score_dfn_public_prev_turn_only_min": 4.453125, "clip_score_dfn_public_prev_turn_only_mean": 4.453125, "clip_score_dfn_public_prev_turn_only_max": 4.453125, "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": 24.53125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.53125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.53125, "clip_score_clip_vitl14_224_next_turn_only_min": 12.3046875, "clip_score_clip_vitl14_224_next_turn_only_mean": 12.3046875, "clip_score_clip_vitl14_224_next_turn_only_max": 12.3046875, "clip_score_dfn_public_next_turn_only_min": 0.55615234375, "clip_score_dfn_public_next_turn_only_mean": 0.55615234375, "clip_score_dfn_public_next_turn_only_max": 0.55615234375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.9921875, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.9921875, "clip_score_siglip2_b16_224_next_turn_only_max": -9.9921875, "clip_score_longclip_vitl14_224_next_turn_only_min": 12.65625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 12.65625, "clip_score_longclip_vitl14_224_next_turn_only_max": 12.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.484375, "clip_score_dfn_public_prev_and_next_turn_min": 4.29296875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.29296875, "clip_score_dfn_public_prev_and_next_turn_max": 4.29296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 7.078125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 7.078125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 7.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.734375, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 558 }, "im_width_mean": 558.0, "im_width_min": 558, "im_width_max": 558, "im_ar": { "jpg": 0.6975 }, "im_ar_mean": 0.6975, "im_ar_min": 0.6975, "im_ar_max": 0.6975, "im_kilobytes": { "jpg": 1307.81 }, "im_kilobytes_mean": 1307.81, "im_kilobytes_min": 1307.81, "im_kilobytes_max": 1307.81, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1266.3 }, "im_clarity_mean": 1266.3, "im_clarity_min": 1266.3, "im_clarity_max": 1266.3, "im_luma": { "jpg": 177.93 }, "im_luma_mean": 177.93, "im_luma_min": 177.93, "im_luma_max": 177.93, "im_saturation": { "jpg": 32.62 }, "im_saturation_mean": 32.62, "im_saturation_min": 32.62, "im_saturation_max": 32.62, "im_entropy": { "jpg": 6.34 }, "im_entropy_mean": 6.34, "im_entropy_min": 6.34, "im_entropy_max": 6.34, "unifilter_score_qwen2_5_1_5b": -1.728515625, "unifilter_score_qwen3_0_6b": 2.48046875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9535329632262537, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.01031759020587753, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 0.004837743009549238, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8687418699264526, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.007450908422470093, "language_detection_annotation_nllb_2_lan": "hi", "language_detection_annotation_nllb_2_score": 0.005640500225126743, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8229755759239197, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.32916074991226196, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.8490459322929382, "text_quality_nvidia_edu_nemotron4_score": 0.0252532958984375, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.8443514108657837, "text_quality_dolma3_fasttext_score": 0.9999960660934448, "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": 9.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.875, "within_sample_repetition_detection": 10.0 }, "9": { "detoxify": 1, "length_chars": 336, "length_tokens": 1660, "length_tokens_text_only": 125, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6350876393944326, "iqa_live_min": 0.6350876393944326, "iqa_live_max": 0.6350876393944326, "iqa_csiq_mean": 0.781071126461029, "iqa_csiq_min": 0.781071126461029, "iqa_csiq_max": 0.781071126461029, "iqa_tid2013_mean": 0.48017358779907227, "iqa_tid2013_min": 0.48017358779907227, "iqa_tid2013_max": 0.48017358779907227, "iqa_kadid10k_mean": 0.53302001953125, "iqa_kadid10k_min": 0.53302001953125, "iqa_kadid10k_max": 0.53302001953125, "iqa_flive_mean": 0.6421579688486427, "iqa_flive_min": 0.6421579688486427, "iqa_flive_max": 0.6421579688486427, "iqa_spaq_mean": 0.5423833673650569, "iqa_spaq_min": 0.5423833673650569, "iqa_spaq_max": 0.5423833673650569, "iqa_clive_mean": 0.3997963414047704, "iqa_clive_min": 0.3997963414047704, "iqa_clive_max": 0.3997963414047704, "iqa_koniq10k_mean": 0.5749006560354523, "iqa_koniq10k_min": 0.5749006560354523, "iqa_koniq10k_max": 0.5749006560354523, "zero_sequence_filter": 3, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "da", "score": 1.019501855592563e-38 }, { "lang": "tl", "score": 5.840292029288078e-40 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9541783928871155 }, { "lang": "th", "score": 0.0022516536992043257 }, { "lang": "de", "score": 0.0022404715418815613 } ], "digit_sequence_filter": 3, "iqa_v2_live_mean": 0.6350876393944326, "iqa_v2_live_min": 0.6350876393944326, "iqa_v2_live_max": 0.6350876393944326, "iqa_v2_csiq_mean": 0.781071126461029, "iqa_v2_csiq_min": 0.781071126461029, "iqa_v2_csiq_max": 0.781071126461029, "iqa_v2_tid2013_mean": 0.48017358779907227, "iqa_v2_tid2013_min": 0.48017358779907227, "iqa_v2_tid2013_max": 0.48017358779907227, "iqa_v2_kadid10k_mean": 0.53302001953125, "iqa_v2_kadid10k_min": 0.53302001953125, "iqa_v2_kadid10k_max": 0.53302001953125, "iqa_v2_flive_mean": 0.6421579688486427, "iqa_v2_flive_min": 0.6421579688486427, "iqa_v2_flive_max": 0.6421579688486427, "iqa_v2_spaq_mean": 0.5423833673650569, "iqa_v2_spaq_min": 0.5423833673650569, "iqa_v2_spaq_max": 0.5423833673650569, "iqa_v2_clive_mean": 0.3997963414047704, "iqa_v2_clive_min": 0.3997963414047704, "iqa_v2_clive_max": 0.3997963414047704, "iqa_v2_koniq10k_mean": 0.5749006560354523, "iqa_v2_koniq10k_min": 0.5749006560354523, "iqa_v2_koniq10k_max": 0.5749006560354523, "imdecont": { "jpg": 0.28498339653015137 }, "imdecont_image_match": { "jpg": 265900 }, "imdecont_max": 0.28498339653015137, "imdecont_mean": 0.28498339653015137, "imdecont_min": 0.28498339653015137, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.0, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.0, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.0, "clip_score_dfn_public_prev_turn_only_min": 3.533203125, "clip_score_dfn_public_prev_turn_only_mean": 3.533203125, "clip_score_dfn_public_prev_turn_only_max": 3.533203125, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.171875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.171875, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.171875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.890625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.890625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.890625, "clip_score_clip_vitl14_224_next_turn_only_min": 18.328125, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.328125, "clip_score_clip_vitl14_224_next_turn_only_max": 18.328125, "clip_score_dfn_public_next_turn_only_min": 0.8583984375, "clip_score_dfn_public_next_turn_only_mean": 0.8583984375, "clip_score_dfn_public_next_turn_only_max": 0.8583984375, "clip_score_siglip2_b16_224_next_turn_only_min": -10.125, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.125, "clip_score_siglip2_b16_224_next_turn_only_max": -10.125, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.390625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.390625, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.40625, "clip_score_dfn_public_prev_and_next_turn_min": 2.91015625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.91015625, "clip_score_dfn_public_prev_and_next_turn_max": 2.91015625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 5.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 5.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 5.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 18.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 18.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 18.921875, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 177 }, "im_width_mean": 177.0, "im_width_min": 177, "im_width_max": 177, "im_ar": { "jpg": 0.2213 }, "im_ar_mean": 0.2213, "im_ar_min": 0.2213, "im_ar_max": 0.2213, "im_kilobytes": { "jpg": 414.84 }, "im_kilobytes_mean": 414.84, "im_kilobytes_min": 414.84, "im_kilobytes_max": 414.84, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2779.41 }, "im_clarity_mean": 2779.41, "im_clarity_min": 2779.41, "im_clarity_max": 2779.41, "im_luma": { "jpg": 42.97 }, "im_luma_mean": 42.97, "im_luma_min": 42.97, "im_luma_max": 42.97, "im_saturation": { "jpg": 46.11 }, "im_saturation_mean": 46.11, "im_saturation_min": 46.11, "im_saturation_max": 46.11, "im_entropy": { "jpg": 4.86 }, "im_entropy_mean": 4.86, "im_entropy_min": 4.86, "im_entropy_max": 4.86, "unifilter_score_qwen2_5_1_5b": 1.4638671875, "unifilter_score_qwen3_0_6b": 0.1395263671875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "da", "language_detection_annotation_lingua_1_score": 1.019501855592563e-38, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 5.840292029288078e-40, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9541783928871155, "language_detection_annotation_nllb_1_lan": "th", "language_detection_annotation_nllb_1_score": 0.0022516536992043257, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.0022404715418815613, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.9765222072601318, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.8889695405960083, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.8670973777770996, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.6426222324371338, "text_quality_dolma3_fasttext_score": 0.9955646395683289, "custom_fasttext_val_fasttext_score": 0.008288323879241943, "custom_fasttext_core_fasttext_score": 0.009228646755218506, "custom_fasttext_val_clean_fasttext_score": 0.004276871681213379, "custom_fasttext_core_clean_fasttext_score": 0.01452779769897461, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 4.0 }, "1": { "detoxify": 1, "length_chars": 142, "length_tokens": 1871, "length_tokens_text_only": 79, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7304948363641295, "iqa_live_min": 0.7304948363641295, "iqa_live_max": 0.7304948363641295, "iqa_csiq_mean": 0.902653157711029, "iqa_csiq_min": 0.902653157711029, "iqa_csiq_max": 0.902653157711029, "iqa_tid2013_mean": 0.4915091726515028, "iqa_tid2013_min": 0.4915091726515028, "iqa_tid2013_max": 0.4915091726515028, "iqa_kadid10k_mean": 0.4693603515625, "iqa_kadid10k_min": 0.4693603515625, "iqa_kadid10k_max": 0.4693603515625, "iqa_flive_mean": 0.7024434407552084, "iqa_flive_min": 0.7024434407552084, "iqa_flive_max": 0.7024434407552084, "iqa_spaq_mean": 0.6366463092842488, "iqa_spaq_min": 0.6366463092842488, "iqa_spaq_max": 0.6366463092842488, "iqa_clive_mean": 0.6411157473169192, "iqa_clive_min": 0.6411157473169192, "iqa_clive_max": 0.6411157473169192, "iqa_koniq10k_mean": 0.6762263750789141, "iqa_koniq10k_min": 0.6762263750789141, "iqa_koniq10k_max": 0.6762263750789141, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9866338327045817 }, { "lang": "tl", "score": 0.0032691125680227246 }, { "lang": "nl", "score": 0.001759273276432688 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9059075713157654 }, { "lang": "ru", "score": 0.0040467893704771996 }, { "lang": "es", "score": 0.003942475654184818 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7304948363641295, "iqa_v2_live_min": 0.7304948363641295, "iqa_v2_live_max": 0.7304948363641295, "iqa_v2_csiq_mean": 0.902653157711029, "iqa_v2_csiq_min": 0.902653157711029, "iqa_v2_csiq_max": 0.902653157711029, "iqa_v2_tid2013_mean": 0.4915176497565375, "iqa_v2_tid2013_min": 0.4915176497565375, "iqa_v2_tid2013_max": 0.4915176497565375, "iqa_v2_kadid10k_mean": 0.469482421875, "iqa_v2_kadid10k_min": 0.469482421875, "iqa_v2_kadid10k_max": 0.469482421875, "iqa_v2_flive_mean": 0.7024434407552084, "iqa_v2_flive_min": 0.7024434407552084, "iqa_v2_flive_max": 0.7024434407552084, "iqa_v2_spaq_mean": 0.6365673951428347, "iqa_v2_spaq_min": 0.6365673951428347, "iqa_v2_spaq_max": 0.6365673951428347, "iqa_v2_clive_mean": 0.6409579190340909, "iqa_v2_clive_min": 0.6409579190340909, "iqa_v2_clive_max": 0.6409579190340909, "iqa_v2_koniq10k_mean": 0.6762263750789141, "iqa_v2_koniq10k_min": 0.6762263750789141, "iqa_v2_koniq10k_max": 0.6762263750789141, "imdecont": { "jpg": 0.35490870475769043 }, "imdecont_image_match": { "jpg": 266005 }, "imdecont_max": 0.35490870475769043, "imdecont_mean": 0.35490870475769043, "imdecont_min": 0.35490870475769043, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.71875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.71875, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.71875, "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": 6.09375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 6.09375, "clip_score_siglip2_b16_224_prev_turn_only_max": 6.09375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.203125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.203125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.203125, "clip_score_clip_vitl14_224_next_turn_only_min": 20.109375, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.109375, "clip_score_clip_vitl14_224_next_turn_only_max": 20.109375, "clip_score_dfn_public_next_turn_only_min": 0.112548828125, "clip_score_dfn_public_next_turn_only_mean": 0.112548828125, "clip_score_dfn_public_next_turn_only_max": 0.112548828125, "clip_score_siglip2_b16_224_next_turn_only_min": -9.6328125, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.6328125, "clip_score_siglip2_b16_224_next_turn_only_max": -9.6328125, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.21875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.21875, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.421875, "clip_score_dfn_public_prev_and_next_turn_min": 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": 6.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 6.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 6.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 28.0, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.0, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.0, "im_height": { "jpg": 533 }, "im_height_mean": 533.0, "im_height_min": 533, "im_height_max": 533, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.5009 }, "im_ar_mean": 1.5009, "im_ar_min": 1.5009, "im_ar_max": 1.5009, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3155.71 }, "im_clarity_mean": 3155.71, "im_clarity_min": 3155.71, "im_clarity_max": 3155.71, "im_luma": { "jpg": 177.76 }, "im_luma_mean": 177.76, "im_luma_min": 177.76, "im_luma_max": 177.76, "im_saturation": { "jpg": 19.49 }, "im_saturation_mean": 19.49, "im_saturation_min": 19.49, "im_saturation_max": 19.49, "im_entropy": { "jpg": 6.87 }, "im_entropy_mean": 6.87, "im_entropy_min": 6.87, "im_entropy_max": 6.87, "unifilter_score_qwen2_5_1_5b": -1.5849609375, "unifilter_score_qwen3_0_6b": -0.5078125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9866338327045817, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.0032691125680227246, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.001759273276432688, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9059075713157654, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0040467893704771996, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.003942475654184818, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.6632080078125, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.3949236571788788, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9567708373069763, "text_quality_nvidia_edu_nemotron4_score": 0.56201171875, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.91742342710495, "text_quality_dolma3_fasttext_score": 0.998418390750885, "custom_fasttext_val_fasttext_score": 0.0016315579414367676, "custom_fasttext_core_fasttext_score": 5.8650970458984375e-05, "custom_fasttext_val_clean_fasttext_score": 0.00035250186920166016, "custom_fasttext_core_clean_fasttext_score": 0.00033926963806152344, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.6875, "within_sample_repetition_detection": 8.0 }, "4": { "detoxify": 1, "length_chars": 136, "length_tokens": 3401, "length_tokens_text_only": 73, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.5363956412883719, "iqa_live_min": 0.5363956412883719, "iqa_live_max": 0.5363956412883719, "iqa_csiq_mean": 0.788639485836029, "iqa_csiq_min": 0.788639485836029, "iqa_csiq_max": 0.788639485836029, "iqa_tid2013_mean": 0.3441126611497667, "iqa_tid2013_min": 0.3441126611497667, "iqa_tid2013_max": 0.3441126611497667, "iqa_kadid10k_mean": 0.3624267578125, "iqa_kadid10k_min": 0.3624267578125, "iqa_kadid10k_max": 0.3624267578125, "iqa_flive_mean": 0.6603920676491478, "iqa_flive_min": 0.6603920676491478, "iqa_flive_max": 0.6603920676491478, "iqa_spaq_mean": 0.5443562209004104, "iqa_spaq_min": 0.5443562209004104, "iqa_spaq_max": 0.5443562209004104, "iqa_clive_mean": 0.35970795756638657, "iqa_clive_min": 0.35970795756638657, "iqa_clive_max": 0.35970795756638657, "iqa_koniq10k_mean": 0.580898130782927, "iqa_koniq10k_min": 0.580898130782927, "iqa_koniq10k_max": 0.580898130782927, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9897002056302316 }, { "lang": "tl", "score": 0.003954693808639523 }, { "lang": "la", "score": 0.0018411309284232457 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8408234119415283 }, { "lang": "nl", "score": 0.013608256354928017 }, { "lang": "fr", "score": 0.012988184578716755 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.5363956412883719, "iqa_v2_live_min": 0.5363956412883719, "iqa_v2_live_max": 0.5363956412883719, "iqa_v2_csiq_mean": 0.788639485836029, "iqa_v2_csiq_min": 0.788639485836029, "iqa_v2_csiq_max": 0.788639485836029, "iqa_v2_tid2013_mean": 0.3441126611497667, "iqa_v2_tid2013_min": 0.3441126611497667, "iqa_v2_tid2013_max": 0.3441126611497667, "iqa_v2_kadid10k_mean": 0.3624267578125, "iqa_v2_kadid10k_min": 0.3624267578125, "iqa_v2_kadid10k_max": 0.3624267578125, "iqa_v2_flive_mean": 0.6603920676491478, "iqa_v2_flive_min": 0.6603920676491478, "iqa_v2_flive_max": 0.6603920676491478, "iqa_v2_spaq_mean": 0.5443562209004104, "iqa_v2_spaq_min": 0.5443562209004104, "iqa_v2_spaq_max": 0.5443562209004104, "iqa_v2_clive_mean": 0.35970795756638657, "iqa_v2_clive_min": 0.35970795756638657, "iqa_v2_clive_max": 0.35970795756638657, "iqa_v2_koniq10k_mean": 0.580898130782927, "iqa_v2_koniq10k_min": 0.580898130782927, "iqa_v2_koniq10k_max": 0.580898130782927, "imdecont": { "jpg": 0.3688986301422119 }, "imdecont_image_match": { "jpg": 324 }, "imdecont_max": 0.3688986301422119, "imdecont_mean": 0.3688986301422119, "imdecont_min": 0.3688986301422119, "clip_score_clip_vitl14_224_prev_turn_only_min": 31.03125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 31.03125, "clip_score_clip_vitl14_224_prev_turn_only_max": 31.03125, "clip_score_dfn_public_prev_turn_only_min": 2.662109375, "clip_score_dfn_public_prev_turn_only_mean": 2.662109375, "clip_score_dfn_public_prev_turn_only_max": 2.662109375, "clip_score_siglip2_b16_224_prev_turn_only_min": 6.25, "clip_score_siglip2_b16_224_prev_turn_only_mean": 6.25, "clip_score_siglip2_b16_224_prev_turn_only_max": 6.25, "clip_score_longclip_vitl14_224_prev_turn_only_min": 31.5625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 31.5625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 31.5625, "clip_score_clip_vitl14_224_next_turn_only_min": 17.15625, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.15625, "clip_score_clip_vitl14_224_next_turn_only_max": 17.15625, "clip_score_dfn_public_next_turn_only_min": 0.71728515625, "clip_score_dfn_public_next_turn_only_mean": 0.71728515625, "clip_score_dfn_public_next_turn_only_max": 0.71728515625, "clip_score_siglip2_b16_224_next_turn_only_min": -10.375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.375, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.515625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.515625, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.765625, "clip_score_dfn_public_prev_and_next_turn_min": 2.515625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.515625, "clip_score_dfn_public_prev_and_next_turn_max": 2.515625, "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": 31.671875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 31.671875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 31.671875, "im_height": { "jpg": 416 }, "im_height_mean": 416.0, "im_height_min": 416, "im_height_max": 416, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.3221 }, "im_ar_mean": 1.3221, "im_ar_min": 1.3221, "im_ar_max": 1.3221, "im_kilobytes": { "jpg": 670.31 }, "im_kilobytes_mean": 670.31, "im_kilobytes_min": 670.31, "im_kilobytes_max": 670.31, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2739.42 }, "im_clarity_mean": 2739.42, "im_clarity_min": 2739.42, "im_clarity_max": 2739.42, "im_luma": { "jpg": 42.49 }, "im_luma_mean": 42.49, "im_luma_min": 42.49, "im_luma_max": 42.49, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 5.49 }, "im_entropy_mean": 5.49, "im_entropy_min": 5.49, "im_entropy_max": 5.49, "unifilter_score_qwen2_5_1_5b": -1.109375, "unifilter_score_qwen3_0_6b": -3.47265625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9897002056302316, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.003954693808639523, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.0018411309284232457, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8408234119415283, "language_detection_annotation_nllb_1_lan": "nl", "language_detection_annotation_nllb_1_score": 0.013608256354928017, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.012988184578716755, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.904869019985199, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.3095182180404663, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9992434978485107, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.29941344261169434, "text_quality_dolma3_fasttext_score": 0.9999493360519409, "custom_fasttext_val_fasttext_score": 0.0002588629722595215, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0003298521041870117, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.5625, "within_sample_repetition_detection": 9.0 }, "0": { "detoxify": 1, "length_chars": 129, "length_tokens": 1862, "length_tokens_text_only": 70, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6577359979802911, "iqa_live_min": 0.6577359979802911, "iqa_live_max": 0.6577359979802911, "iqa_csiq_mean": 0.855045735836029, "iqa_csiq_min": 0.855045735836029, "iqa_csiq_max": 0.855045735836029, "iqa_tid2013_mean": 0.5034822358025445, "iqa_tid2013_min": 0.5034822358025445, "iqa_tid2013_max": 0.5034822358025445, "iqa_kadid10k_mean": 0.5009765625, "iqa_kadid10k_min": 0.5009765625, "iqa_kadid10k_max": 0.5009765625, "iqa_flive_mean": 0.7109661680279357, "iqa_flive_min": 0.7109661680279357, "iqa_flive_max": 0.7109661680279357, "iqa_spaq_mean": 0.5538653749408144, "iqa_spaq_min": 0.5538653749408144, "iqa_spaq_max": 0.5538653749408144, "iqa_clive_mean": 0.4751075590499724, "iqa_clive_min": 0.4751075590499724, "iqa_clive_max": 0.4751075590499724, "iqa_koniq10k_mean": 0.600468837853634, "iqa_koniq10k_min": 0.600468837853634, "iqa_koniq10k_max": 0.600468837853634, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9892811310346088 }, { "lang": "tl", "score": 0.0072806355915686445 }, { "lang": "nl", "score": 0.0007790043153237153 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9720094799995422 }, { "lang": "ro", "score": 0.0016552616143599153 }, { "lang": "te", "score": 0.0015982589684426785 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6577359979802911, "iqa_v2_live_min": 0.6577359979802911, "iqa_v2_live_max": 0.6577359979802911, "iqa_v2_csiq_mean": 0.855045735836029, "iqa_v2_csiq_min": 0.855045735836029, "iqa_v2_csiq_max": 0.855045735836029, "iqa_v2_tid2013_mean": 0.5034822358025445, "iqa_v2_tid2013_min": 0.5034822358025445, "iqa_v2_tid2013_max": 0.5034822358025445, "iqa_v2_kadid10k_mean": 0.5009765625, "iqa_v2_kadid10k_min": 0.5009765625, "iqa_v2_kadid10k_max": 0.5009765625, "iqa_v2_flive_mean": 0.7109661680279357, "iqa_v2_flive_min": 0.7109661680279357, "iqa_v2_flive_max": 0.7109661680279357, "iqa_v2_spaq_mean": 0.5538653749408144, "iqa_v2_spaq_min": 0.5538653749408144, "iqa_v2_spaq_max": 0.5538653749408144, "iqa_v2_clive_mean": 0.4751075590499724, "iqa_v2_clive_min": 0.4751075590499724, "iqa_v2_clive_max": 0.4751075590499724, "iqa_v2_koniq10k_mean": 0.600468837853634, "iqa_v2_koniq10k_min": 0.600468837853634, "iqa_v2_koniq10k_max": 0.600468837853634, "imdecont": { "jpg": 0.304196834564209 }, "imdecont_image_match": { "jpg": 265801 }, "imdecont_max": 0.304196834564209, "imdecont_mean": 0.304196834564209, "imdecont_min": 0.304196834564209, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.4296875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.4296875, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.4296875, "clip_score_dfn_public_prev_turn_only_min": 1.39453125, "clip_score_dfn_public_prev_turn_only_mean": 1.39453125, "clip_score_dfn_public_prev_turn_only_max": 1.39453125, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.671875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.671875, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.671875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 14.578125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 14.578125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 14.578125, "clip_score_clip_vitl14_224_next_turn_only_min": 13.390625, "clip_score_clip_vitl14_224_next_turn_only_mean": 13.390625, "clip_score_clip_vitl14_224_next_turn_only_max": 13.390625, "clip_score_dfn_public_next_turn_only_min": 1.30859375, "clip_score_dfn_public_next_turn_only_mean": 1.30859375, "clip_score_dfn_public_next_turn_only_max": 1.30859375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.765625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.765625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.765625, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.328125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.328125, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.328125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 14.359375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 14.359375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 14.359375, "clip_score_dfn_public_prev_and_next_turn_min": 1.708984375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.708984375, "clip_score_dfn_public_prev_and_next_turn_max": 1.708984375, "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": 14.5234375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 14.5234375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 14.5234375, "im_height": { "jpg": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 265 }, "im_width_mean": 265.0, "im_width_min": 265, "im_width_max": 265, "im_ar": { "jpg": 0.6625 }, "im_ar_mean": 0.6625, "im_ar_min": 0.6625, "im_ar_max": 0.6625, "im_kilobytes": { "jpg": 310.55 }, "im_kilobytes_mean": 310.55, "im_kilobytes_min": 310.55, "im_kilobytes_max": 310.55, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2997.73 }, "im_clarity_mean": 2997.73, "im_clarity_min": 2997.73, "im_clarity_max": 2997.73, "im_luma": { "jpg": 59.09 }, "im_luma_mean": 59.09, "im_luma_min": 59.09, "im_luma_max": 59.09, "im_saturation": { "jpg": 48.99 }, "im_saturation_mean": 48.99, "im_saturation_min": 48.99, "im_saturation_max": 48.99, "im_entropy": { "jpg": 6.41 }, "im_entropy_mean": 6.41, "im_entropy_min": 6.41, "im_entropy_max": 6.41, "unifilter_score_qwen2_5_1_5b": -0.25830078125, "unifilter_score_qwen3_0_6b": 1.9052734375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9892811310346088, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.0072806355915686445, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.0007790043153237153, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9720094799995422, "language_detection_annotation_nllb_1_lan": "ro", "language_detection_annotation_nllb_1_score": 0.0016552616143599153, "language_detection_annotation_nllb_2_lan": "te", "language_detection_annotation_nllb_2_score": 0.0015982589684426785, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.4501325488090515, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.42753544449806213, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.5343505144119263, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.8099759221076965, "text_quality_dolma3_fasttext_score": 0.7209293842315674, "custom_fasttext_val_fasttext_score": 7.87973403930664e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0001609325408935547, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.125, "within_sample_repetition_detection": 10.0 }, "5": { "detoxify": 1, "length_chars": 123, "length_tokens": 1869, "length_tokens_text_only": 77, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7360188262631194, "iqa_live_min": 0.7360188262631194, "iqa_live_max": 0.7360188262631194, "iqa_csiq_mean": 0.839664876461029, "iqa_csiq_min": 0.839664876461029, "iqa_csiq_max": 0.839664876461029, "iqa_tid2013_mean": 0.5866256819831001, "iqa_tid2013_min": 0.5866256819831001, "iqa_tid2013_max": 0.5866256819831001, "iqa_kadid10k_mean": 0.6350860595703125, "iqa_kadid10k_min": 0.6350860595703125, "iqa_kadid10k_max": 0.6350860595703125, "iqa_flive_mean": 0.7304579609572286, "iqa_flive_min": 0.7304579609572286, "iqa_flive_max": 0.7304579609572286, "iqa_spaq_mean": 0.6799701729206125, "iqa_spaq_min": 0.6799701729206125, "iqa_spaq_max": 0.6799701729206125, "iqa_clive_mean": 0.6676308988320707, "iqa_clive_min": 0.6676308988320707, "iqa_clive_max": 0.6676308988320707, "iqa_koniq10k_mean": 0.6501847084122475, "iqa_koniq10k_min": 0.6501847084122475, "iqa_koniq10k_max": 0.6501847084122475, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8971277952274734 }, { "lang": "tl", "score": 0.03239529644508075 }, { "lang": "nb", "score": 0.015012874219515106 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9028950333595276 }, { "lang": "de", "score": 0.00857570581138134 }, { "lang": "id", "score": 0.005130640231072903 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7360188262631194, "iqa_v2_live_min": 0.7360188262631194, "iqa_v2_live_max": 0.7360188262631194, "iqa_v2_csiq_mean": 0.839664876461029, "iqa_v2_csiq_min": 0.839664876461029, "iqa_v2_csiq_max": 0.839664876461029, "iqa_v2_tid2013_mean": 0.5865714285108777, "iqa_v2_tid2013_min": 0.5865714285108777, "iqa_v2_tid2013_max": 0.5865714285108777, "iqa_v2_kadid10k_mean": 0.6351852416992188, "iqa_v2_kadid10k_min": 0.6351852416992188, "iqa_v2_kadid10k_max": 0.6351852416992188, "iqa_v2_flive_mean": 0.7305368750986427, "iqa_v2_flive_min": 0.7305368750986427, "iqa_v2_flive_max": 0.7305368750986427, "iqa_v2_spaq_mean": 0.6799701729206125, "iqa_v2_spaq_min": 0.6799701729206125, "iqa_v2_spaq_max": 0.6799701729206125, "iqa_v2_clive_mean": 0.6676308988320707, "iqa_v2_clive_min": 0.6676308988320707, "iqa_v2_clive_max": 0.6676308988320707, "iqa_v2_koniq10k_mean": 0.6505003649779041, "iqa_v2_koniq10k_min": 0.6505003649779041, "iqa_v2_koniq10k_max": 0.6505003649779041, "imdecont": { "jpg": 0.3110562562942505 }, "imdecont_image_match": { "jpg": 265788 }, "imdecont_max": 0.3110562562942505, "imdecont_mean": 0.3110562562942505, "imdecont_min": 0.3110562562942505, "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": 5.12109375, "clip_score_dfn_public_prev_turn_only_mean": 5.12109375, "clip_score_dfn_public_prev_turn_only_max": 5.12109375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.5, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.5, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.5, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.953125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.953125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.953125, "clip_score_clip_vitl14_224_next_turn_only_min": 11.96875, "clip_score_clip_vitl14_224_next_turn_only_mean": 11.96875, "clip_score_clip_vitl14_224_next_turn_only_max": 11.96875, "clip_score_dfn_public_next_turn_only_min": -0.029754638671875, "clip_score_dfn_public_next_turn_only_mean": -0.029754638671875, "clip_score_dfn_public_next_turn_only_max": -0.029754638671875, "clip_score_siglip2_b16_224_next_turn_only_min": -10.9765625, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.9765625, "clip_score_siglip2_b16_224_next_turn_only_max": -10.9765625, "clip_score_longclip_vitl14_224_next_turn_only_min": 12.625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 12.625, "clip_score_longclip_vitl14_224_next_turn_only_max": 12.625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 19.328125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 19.328125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 19.328125, "clip_score_dfn_public_prev_and_next_turn_min": 4.8515625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.8515625, "clip_score_dfn_public_prev_and_next_turn_max": 4.8515625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.515625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.515625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 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": 341 }, "im_height_mean": 341.0, "im_height_min": 341, "im_height_max": 341, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.6129 }, "im_ar_mean": 1.6129, "im_ar_min": 1.6129, "im_ar_max": 1.6129, "im_kilobytes": { "jpg": 549.46 }, "im_kilobytes_mean": 549.46, "im_kilobytes_min": 549.46, "im_kilobytes_max": 549.46, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2648.39 }, "im_clarity_mean": 2648.39, "im_clarity_min": 2648.39, "im_clarity_max": 2648.39, "im_luma": { "jpg": 98.68 }, "im_luma_mean": 98.68, "im_luma_min": 98.68, "im_luma_max": 98.68, "im_saturation": { "jpg": 70.16 }, "im_saturation_mean": 70.16, "im_saturation_min": 70.16, "im_saturation_max": 70.16, "im_entropy": { "jpg": 7.47 }, "im_entropy_mean": 7.47, "im_entropy_min": 7.47, "im_entropy_max": 7.47, "unifilter_score_qwen2_5_1_5b": -0.2802734375, "unifilter_score_qwen3_0_6b": 2.2421875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8971277952274734, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.03239529644508075, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 0.015012874219515106, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9028950333595276, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.00857570581138134, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.005130640231072903, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.9068831205368042, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.3374382555484772, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.9044280052185059, "text_quality_nvidia_edu_nemotron4_score": 0.09356689453125, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9655717015266418, "text_quality_dolma3_fasttext_score": 0.970883846282959, "custom_fasttext_val_fasttext_score": 4.0531158447265625e-06, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 1.6689300537109375e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.0, "within_sample_repetition_detection": 10.0 }, "3": { "detoxify": 1, "length_chars": 162, "length_tokens": 3405, "length_tokens_text_only": 77, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7508546848489781, "iqa_live_min": 0.7508546848489781, "iqa_live_max": 0.7508546848489781, "iqa_csiq_mean": 0.857487142086029, "iqa_csiq_min": 0.857487142086029, "iqa_csiq_max": 0.857487142086029, "iqa_tid2013_mean": 0.5338913069831001, "iqa_tid2013_min": 0.5338913069831001, "iqa_tid2013_max": 0.5338913069831001, "iqa_kadid10k_mean": 0.55615234375, "iqa_kadid10k_min": 0.55615234375, "iqa_kadid10k_max": 0.55615234375, "iqa_flive_mean": 0.710058655401673, "iqa_flive_min": 0.710058655401673, "iqa_flive_max": 0.710058655401673, "iqa_spaq_mean": 0.5548912587791983, "iqa_spaq_min": 0.5548912587791983, "iqa_spaq_max": 0.5548912587791983, "iqa_clive_mean": 0.5479181848391138, "iqa_clive_min": 0.5479181848391138, "iqa_clive_max": 0.5479181848391138, "iqa_koniq10k_mean": 0.6553930417455809, "iqa_koniq10k_min": 0.6553930417455809, "iqa_koniq10k_max": 0.6553930417455809, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999908 }, { "lang": "da", "score": 9.249715451127655e-15 }, { "lang": "de", "score": 3.675693113125833e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7906087040901184 }, { "lang": "pt", "score": 0.015066622756421566 }, { "lang": "id", "score": 0.011293482035398483 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7508546848489781, "iqa_v2_live_min": 0.7508546848489781, "iqa_v2_live_max": 0.7508546848489781, "iqa_v2_csiq_mean": 0.857487142086029, "iqa_v2_csiq_min": 0.857487142086029, "iqa_v2_csiq_max": 0.857487142086029, "iqa_v2_tid2013_mean": 0.5338641802469889, "iqa_v2_tid2013_min": 0.5338641802469889, "iqa_v2_tid2013_max": 0.5338641802469889, "iqa_v2_kadid10k_mean": 0.55609130859375, "iqa_v2_kadid10k_min": 0.55609130859375, "iqa_v2_kadid10k_max": 0.55609130859375, "iqa_v2_flive_mean": 0.7099797412602589, "iqa_v2_flive_min": 0.7099797412602589, "iqa_v2_flive_max": 0.7099797412602589, "iqa_v2_spaq_mean": 0.5548123446377842, "iqa_v2_spaq_min": 0.5548123446377842, "iqa_v2_spaq_max": 0.5548123446377842, "iqa_v2_clive_mean": 0.5477603565562855, "iqa_v2_clive_min": 0.5477603565562855, "iqa_v2_clive_max": 0.5477603565562855, "iqa_v2_koniq10k_mean": 0.6552352134627526, "iqa_v2_koniq10k_min": 0.6552352134627526, "iqa_v2_koniq10k_max": 0.6552352134627526, "imdecont": { "jpg": 0.27704179286956787 }, "imdecont_image_match": { "jpg": 265811 }, "imdecont_max": 0.27704179286956787, "imdecont_mean": 0.27704179286956787, "imdecont_min": 0.27704179286956787, "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": 0.07080078125, "clip_score_dfn_public_prev_turn_only_mean": 0.07080078125, "clip_score_dfn_public_prev_turn_only_max": 0.07080078125, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.59375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.59375, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.59375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 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": 15.390625, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.390625, "clip_score_clip_vitl14_224_next_turn_only_max": 15.390625, "clip_score_dfn_public_next_turn_only_min": -0.70458984375, "clip_score_dfn_public_next_turn_only_mean": -0.70458984375, "clip_score_dfn_public_next_turn_only_max": -0.70458984375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.15625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.15625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.15625, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.734375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.734375, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 14.2734375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 14.2734375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 14.2734375, "clip_score_dfn_public_prev_and_next_turn_min": 0.33740234375, "clip_score_dfn_public_prev_and_next_turn_mean": 0.33740234375, "clip_score_dfn_public_prev_and_next_turn_max": 0.33740234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.046875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.046875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 15.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 15.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 15.640625, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 693 }, "im_width_mean": 693.0, "im_width_min": 693, "im_width_max": 693, "im_ar": { "jpg": 0.8662 }, "im_ar_mean": 0.8662, "im_ar_min": 0.8662, "im_ar_max": 0.8662, "im_kilobytes": { "jpg": 1624.22 }, "im_kilobytes_mean": 1624.22, "im_kilobytes_min": 1624.22, "im_kilobytes_max": 1624.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2236.81 }, "im_clarity_mean": 2236.81, "im_clarity_min": 2236.81, "im_clarity_max": 2236.81, "im_luma": { "jpg": 130.82 }, "im_luma_mean": 130.82, "im_luma_min": 130.82, "im_luma_max": 130.82, "im_saturation": { "jpg": 48.45 }, "im_saturation_mean": 48.45, "im_saturation_min": 48.45, "im_saturation_max": 48.45, "im_entropy": { "jpg": 6.71 }, "im_entropy_mean": 6.71, "im_entropy_min": 6.71, "im_entropy_max": 6.71, "unifilter_score_qwen2_5_1_5b": -1.345703125, "unifilter_score_qwen3_0_6b": 1.646484375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999908, "language_detection_annotation_lingua_1_lan": "da", "language_detection_annotation_lingua_1_score": 9.249715451127655e-15, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 3.675693113125833e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7906087040901184, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.015066622756421566, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.011293482035398483, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.6093069911003113, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5053157806396484, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9074329733848572, "text_quality_nvidia_edu_nemotron4_score": 0.423828125, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.003544151782989502, "text_quality_dolma3_fasttext_score": 0.0, "custom_fasttext_val_fasttext_score": 8.988380432128906e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00019806623458862305, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.625, "within_sample_repetition_detection": 4.0 }, "12": { "detoxify": 1, "length_chars": 130, "length_tokens": 1868, "length_tokens_text_only": 77, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7388597353540285, "iqa_live_min": 0.7388597353540285, "iqa_live_max": 0.7388597353540285, "iqa_csiq_mean": 0.856754720211029, "iqa_csiq_min": 0.856754720211029, "iqa_csiq_max": 0.856754720211029, "iqa_tid2013_mean": 0.5447148746914333, "iqa_tid2013_min": 0.5447148746914333, "iqa_tid2013_max": 0.5447148746914333, "iqa_kadid10k_mean": 0.6507110595703125, "iqa_kadid10k_min": 0.6507110595703125, "iqa_kadid10k_max": 0.6507110595703125, "iqa_flive_mean": 0.7366132639875316, "iqa_flive_min": 0.7366132639875316, "iqa_flive_max": 0.7366132639875316, "iqa_spaq_mean": 0.5914285062539457, "iqa_spaq_min": 0.5914285062539457, "iqa_spaq_max": 0.5914285062539457, "iqa_clive_mean": 0.6020532858492148, "iqa_clive_min": 0.6020532858492148, "iqa_clive_max": 0.6020532858492148, "iqa_koniq10k_mean": 0.6601278902304294, "iqa_koniq10k_min": 0.6601278902304294, "iqa_koniq10k_max": 0.6601278902304294, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9915380985428497 }, { "lang": "tl", "score": 0.0020941238367561173 }, { "lang": "nb", "score": 0.0012378895737639225 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9050024151802063 }, { "lang": "id", "score": 0.007108652498573065 }, { "lang": "hi", "score": 0.004230859223753214 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7388597353540285, "iqa_v2_live_min": 0.7388597353540285, "iqa_v2_live_max": 0.7388597353540285, "iqa_v2_csiq_mean": 0.856754720211029, "iqa_v2_csiq_min": 0.856754720211029, "iqa_v2_csiq_max": 0.856754720211029, "iqa_v2_tid2013_mean": 0.5446877479553223, "iqa_v2_tid2013_min": 0.5446877479553223, "iqa_v2_tid2013_max": 0.5446877479553223, "iqa_v2_kadid10k_mean": 0.6508064270019531, "iqa_v2_kadid10k_min": 0.6508064270019531, "iqa_v2_kadid10k_max": 0.6508064270019531, "iqa_v2_flive_mean": 0.7365343498461175, "iqa_v2_flive_min": 0.7365343498461175, "iqa_v2_flive_max": 0.7365343498461175, "iqa_v2_spaq_mean": 0.5914285062539457, "iqa_v2_spaq_min": 0.5914285062539457, "iqa_v2_spaq_max": 0.5914285062539457, "iqa_v2_clive_mean": 0.6019743717078007, "iqa_v2_clive_min": 0.6019743717078007, "iqa_v2_clive_max": 0.6019743717078007, "iqa_v2_koniq10k_mean": 0.6601278902304294, "iqa_v2_koniq10k_min": 0.6601278902304294, "iqa_v2_koniq10k_max": 0.6601278902304294, "imdecont": { "jpg": 0.24270623922348022 }, "imdecont_image_match": { "jpg": 40768 }, "imdecont_max": 0.24270623922348022, "imdecont_mean": 0.24270623922348022, "imdecont_min": 0.24270623922348022, "clip_score_clip_vitl14_224_prev_turn_only_min": 33.0, "clip_score_clip_vitl14_224_prev_turn_only_mean": 33.0, "clip_score_clip_vitl14_224_prev_turn_only_max": 33.0, "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": 1.15625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.15625, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.15625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.09375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.09375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.09375, "clip_score_clip_vitl14_224_next_turn_only_min": 17.4375, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.4375, "clip_score_clip_vitl14_224_next_turn_only_max": 17.4375, "clip_score_dfn_public_next_turn_only_min": 0.810546875, "clip_score_dfn_public_next_turn_only_mean": 0.810546875, "clip_score_dfn_public_next_turn_only_max": 0.810546875, "clip_score_siglip2_b16_224_next_turn_only_min": -7.6640625, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.6640625, "clip_score_siglip2_b16_224_next_turn_only_max": -7.6640625, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.625, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.6875, "clip_score_dfn_public_prev_and_next_turn_min": 3.021484375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.021484375, "clip_score_dfn_public_prev_and_next_turn_max": 3.021484375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.984375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.984375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.375, "im_height": { "jpg": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1526.81 }, "im_clarity_mean": 1526.81, "im_clarity_min": 1526.81, "im_clarity_max": 1526.81, "im_luma": { "jpg": 131.19 }, "im_luma_mean": 131.19, "im_luma_min": 131.19, "im_luma_max": 131.19, "im_saturation": { "jpg": 62.27 }, "im_saturation_mean": 62.27, "im_saturation_min": 62.27, "im_saturation_max": 62.27, "im_entropy": { "jpg": 7.56 }, "im_entropy_mean": 7.56, "im_entropy_min": 7.56, "im_entropy_max": 7.56, "unifilter_score_qwen2_5_1_5b": -0.85205078125, "unifilter_score_qwen3_0_6b": 2.087890625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9915380985428497, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.0020941238367561173, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 0.0012378895737639225, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9050024151802063, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.007108652498573065, "language_detection_annotation_nllb_2_lan": "hi", "language_detection_annotation_nllb_2_score": 0.004230859223753214, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.9018881916999817, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.3617788553237915, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9975958466529846, "text_quality_nvidia_edu_nemotron4_score": 0.301513671875, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9940391778945923, "text_quality_dolma3_fasttext_score": 0.9984242916107178, "custom_fasttext_val_fasttext_score": 3.695487976074219e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00011909008026123047, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 8.0 }, "8": { "detoxify": 1, "length_chars": 126, "length_tokens": 1868, "length_tokens_text_only": 77, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8542322101015033, "iqa_live_min": 0.8542322101015033, "iqa_live_max": 0.8542322101015033, "iqa_csiq_mean": 0.960514485836029, "iqa_csiq_min": 0.960514485836029, "iqa_csiq_max": 0.960514485836029, "iqa_tid2013_mean": 0.7050067583719889, "iqa_tid2013_min": 0.7050067583719889, "iqa_tid2013_max": 0.7050067583719889, "iqa_kadid10k_mean": 0.6609954833984375, "iqa_kadid10k_min": 0.6609954833984375, "iqa_kadid10k_max": 0.6609954833984375, "iqa_flive_mean": 0.73124710237137, "iqa_flive_min": 0.73124710237137, "iqa_flive_max": 0.73124710237137, "iqa_spaq_mean": 0.8246987082741478, "iqa_spaq_min": 0.8246987082741478, "iqa_spaq_max": 0.8246987082741478, "iqa_clive_mean": 0.7628013533775253, "iqa_clive_min": 0.7628013533775253, "iqa_clive_max": 0.7628013533775253, "iqa_koniq10k_mean": 0.7368324356849748, "iqa_koniq10k_min": 0.7368324356849748, "iqa_koniq10k_max": 0.7368324356849748, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9831415918805853 }, { "lang": "nb", "score": 0.003333523778620678 }, { "lang": "tl", "score": 0.0032822587962703033 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.804275631904602 }, { "lang": "id", "score": 0.014095112681388855 }, { "lang": "it", "score": 0.010232711210846901 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8542322101015033, "iqa_v2_live_min": 0.8542322101015033, "iqa_v2_live_max": 0.8542322101015033, "iqa_v2_csiq_mean": 0.960514485836029, "iqa_v2_csiq_min": 0.960514485836029, "iqa_v2_csiq_max": 0.960514485836029, "iqa_v2_tid2013_mean": 0.7051152653164333, "iqa_v2_tid2013_min": 0.7051152653164333, "iqa_v2_tid2013_max": 0.7051152653164333, "iqa_v2_kadid10k_mean": 0.660980224609375, "iqa_v2_kadid10k_min": 0.660980224609375, "iqa_v2_kadid10k_max": 0.660980224609375, "iqa_v2_flive_mean": 0.73124710237137, "iqa_v2_flive_min": 0.73124710237137, "iqa_v2_flive_max": 0.73124710237137, "iqa_v2_spaq_mean": 0.8246987082741478, "iqa_v2_spaq_min": 0.8246987082741478, "iqa_v2_spaq_max": 0.8246987082741478, "iqa_v2_clive_mean": 0.7628013533775253, "iqa_v2_clive_min": 0.7628013533775253, "iqa_v2_clive_max": 0.7628013533775253, "iqa_v2_koniq10k_mean": 0.7368324356849748, "iqa_v2_koniq10k_min": 0.7368324356849748, "iqa_v2_koniq10k_max": 0.7368324356849748, "imdecont": { "jpg": 0.37438303232192993 }, "imdecont_image_match": { "jpg": 265910 }, "imdecont_max": 0.37438303232192993, "imdecont_mean": 0.37438303232192993, "imdecont_min": 0.37438303232192993, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.828125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.828125, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.828125, "clip_score_dfn_public_prev_turn_only_min": 3.96484375, "clip_score_dfn_public_prev_turn_only_mean": 3.96484375, "clip_score_dfn_public_prev_turn_only_max": 3.96484375, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.375, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 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": 14.359375, "clip_score_clip_vitl14_224_next_turn_only_mean": 14.359375, "clip_score_clip_vitl14_224_next_turn_only_max": 14.359375, "clip_score_dfn_public_next_turn_only_min": 0.85205078125, "clip_score_dfn_public_next_turn_only_mean": 0.85205078125, "clip_score_dfn_public_next_turn_only_max": 0.85205078125, "clip_score_siglip2_b16_224_next_turn_only_min": -10.484375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.484375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.484375, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.046875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.046875, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.046875, "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": 3.453125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.453125, "clip_score_dfn_public_prev_and_next_turn_max": 3.453125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 18.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 18.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 18.921875, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3225.31 }, "im_clarity_mean": 3225.31, "im_clarity_min": 3225.31, "im_clarity_max": 3225.31, "im_luma": { "jpg": 125.8 }, "im_luma_mean": 125.8, "im_luma_min": 125.8, "im_luma_max": 125.8, "im_saturation": { "jpg": 37.94 }, "im_saturation_mean": 37.94, "im_saturation_min": 37.94, "im_saturation_max": 37.94, "im_entropy": { "jpg": 6.93 }, "im_entropy_mean": 6.93, "im_entropy_min": 6.93, "im_entropy_max": 6.93, "unifilter_score_qwen2_5_1_5b": 1.82421875, "unifilter_score_qwen3_0_6b": -1.1171875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9831415918805853, "language_detection_annotation_lingua_1_lan": "nb", "language_detection_annotation_lingua_1_score": 0.003333523778620678, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.0032822587962703033, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.804275631904602, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.014095112681388855, "language_detection_annotation_nllb_2_lan": "it", "language_detection_annotation_nllb_2_score": 0.010232711210846901, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7855367064476013, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.2954544723033905, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9654026031494141, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9986912608146667, "text_quality_dolma3_fasttext_score": 0.9999419450759888, "custom_fasttext_val_fasttext_score": 1.609325408935547e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 2.384185791015625e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 6.0 }, "14": { "detoxify": 1, "length_chars": 163, "length_tokens": 3410, "length_tokens_text_only": 82, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7634809474752406, "iqa_live_min": 0.7634809474752406, "iqa_live_max": 0.7634809474752406, "iqa_csiq_mean": 0.880680501461029, "iqa_csiq_min": 0.880680501461029, "iqa_csiq_max": 0.880680501461029, "iqa_tid2013_mean": 0.5714889632331001, "iqa_tid2013_min": 0.5714889632331001, "iqa_tid2013_max": 0.5714889632331001, "iqa_kadid10k_mean": 0.6586837768554688, "iqa_kadid10k_min": 0.6586837768554688, "iqa_kadid10k_max": 0.6586837768554688, "iqa_flive_mean": 0.7260387690380367, "iqa_flive_min": 0.7260387690380367, "iqa_flive_max": 0.7260387690380367, "iqa_spaq_mean": 0.6365673951428347, "iqa_spaq_min": 0.6365673951428347, "iqa_spaq_max": 0.6365673951428347, "iqa_clive_mean": 0.6057622504956796, "iqa_clive_min": 0.6057622504956796, "iqa_clive_max": 0.6057622504956796, "iqa_koniq10k_mean": 0.7216809205334597, "iqa_koniq10k_min": 0.7216809205334597, "iqa_koniq10k_max": 0.7216809205334597, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "tl", "score": 1.258979957768143e-21 }, { "lang": "da", "score": 7.944312873085638e-22 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9169654250144958 }, { "lang": "es", "score": 0.0035062097012996674 }, { "lang": "id", "score": 0.003465866670012474 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7634809474752406, "iqa_v2_live_min": 0.7634809474752406, "iqa_v2_live_max": 0.7634809474752406, "iqa_v2_csiq_mean": 0.880680501461029, "iqa_v2_csiq_min": 0.880680501461029, "iqa_v2_csiq_max": 0.880680501461029, "iqa_v2_tid2013_mean": 0.5714889632331001, "iqa_v2_tid2013_min": 0.5714889632331001, "iqa_v2_tid2013_max": 0.5714889632331001, "iqa_v2_kadid10k_mean": 0.6586837768554688, "iqa_v2_kadid10k_min": 0.6586837768554688, "iqa_v2_kadid10k_max": 0.6586837768554688, "iqa_v2_flive_mean": 0.7260387690380367, "iqa_v2_flive_min": 0.7260387690380367, "iqa_v2_flive_max": 0.7260387690380367, "iqa_v2_spaq_mean": 0.6365673951428347, "iqa_v2_spaq_min": 0.6365673951428347, "iqa_v2_spaq_max": 0.6365673951428347, "iqa_v2_clive_mean": 0.6057622504956796, "iqa_v2_clive_min": 0.6057622504956796, "iqa_v2_clive_max": 0.6057622504956796, "iqa_v2_koniq10k_mean": 0.7216809205334597, "iqa_v2_koniq10k_min": 0.7216809205334597, "iqa_v2_koniq10k_max": 0.7216809205334597, "imdecont": { "jpg": 0.26267093420028687 }, "imdecont_image_match": { "jpg": 225312 }, "imdecont_max": 0.26267093420028687, "imdecont_mean": 0.26267093420028687, "imdecont_min": 0.26267093420028687, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.515625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.515625, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.515625, "clip_score_dfn_public_prev_turn_only_min": 4.58203125, "clip_score_dfn_public_prev_turn_only_mean": 4.58203125, "clip_score_dfn_public_prev_turn_only_max": 4.58203125, "clip_score_siglip2_b16_224_prev_turn_only_min": 8.421875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 8.421875, "clip_score_siglip2_b16_224_prev_turn_only_max": 8.421875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 29.9375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 29.9375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 29.9375, "clip_score_clip_vitl14_224_next_turn_only_min": 18.71875, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.71875, "clip_score_clip_vitl14_224_next_turn_only_max": 18.71875, "clip_score_dfn_public_next_turn_only_min": 1.0537109375, "clip_score_dfn_public_next_turn_only_mean": 1.0537109375, "clip_score_dfn_public_next_turn_only_max": 1.0537109375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.359375, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.359375, "clip_score_siglip2_b16_224_next_turn_only_max": -9.359375, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.796875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.796875, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.4375, "clip_score_dfn_public_prev_and_next_turn_min": 4.3359375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.3359375, "clip_score_dfn_public_prev_and_next_turn_max": 4.3359375, "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": 30.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 30.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 30.046875, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 600 }, "im_width_mean": 600.0, "im_width_min": 600, "im_width_max": 600, "im_ar": { "jpg": 0.75 }, "im_ar_mean": 0.75, "im_ar_min": 0.75, "im_ar_max": 0.75, "im_kilobytes": { "jpg": 1406.25 }, "im_kilobytes_mean": 1406.25, "im_kilobytes_min": 1406.25, "im_kilobytes_max": 1406.25, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2727.46 }, "im_clarity_mean": 2727.46, "im_clarity_min": 2727.46, "im_clarity_max": 2727.46, "im_luma": { "jpg": 130.83 }, "im_luma_mean": 130.83, "im_luma_min": 130.83, "im_luma_max": 130.83, "im_saturation": { "jpg": 59.67 }, "im_saturation_mean": 59.67, "im_saturation_min": 59.67, "im_saturation_max": 59.67, "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": -1.8857421875, "unifilter_score_qwen3_0_6b": 0.8671875, "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": 1.258979957768143e-21, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 7.944312873085638e-22, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9169654250144958, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.0035062097012996674, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.003465866670012474, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.9380820393562317, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.5382998585700989, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.9861072301864624, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9989312887191772, "text_quality_dolma3_fasttext_score": 0.9979978799819946, "custom_fasttext_val_fasttext_score": 0.0063405632972717285, "custom_fasttext_core_fasttext_score": 0.0001016855239868164, "custom_fasttext_val_clean_fasttext_score": 0.003615438938140869, "custom_fasttext_core_clean_fasttext_score": 3.063678741455078e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.78125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.90625, "within_sample_repetition_detection": 9.0 }, "15": { "detoxify": 1, "length_chars": 105, "length_tokens": 1863, "length_tokens_text_only": 72, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8504443313136245, "iqa_live_min": 0.8504443313136245, "iqa_live_max": 0.8504443313136245, "iqa_csiq_mean": 0.846500813961029, "iqa_csiq_min": 0.846500813961029, "iqa_csiq_max": 0.846500813961029, "iqa_tid2013_mean": 0.6305709944831001, "iqa_tid2013_min": 0.6305709944831001, "iqa_tid2013_max": 0.6305709944831001, "iqa_kadid10k_mean": 0.6148834228515625, "iqa_kadid10k_min": 0.6148834228515625, "iqa_kadid10k_max": 0.6148834228515625, "iqa_flive_mean": 0.7336934407552084, "iqa_flive_min": 0.7336934407552084, "iqa_flive_max": 0.7336934407552084, "iqa_spaq_mean": 0.6602416375670771, "iqa_spaq_min": 0.6602416375670771, "iqa_spaq_max": 0.6602416375670771, "iqa_clive_mean": 0.6452192826704546, "iqa_clive_min": 0.6452192826704546, "iqa_clive_max": 0.6452192826704546, "iqa_koniq10k_mean": 0.7106329407354799, "iqa_koniq10k_min": 0.7106329407354799, "iqa_koniq10k_max": 0.7106329407354799, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9285059677193701 }, { "lang": "tl", "score": 0.02118451300667036 }, { "lang": "nb", "score": 0.009617214406124916 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9039307832717896 }, { "lang": "id", "score": 0.008915664628148079 }, { "lang": "de", "score": 0.007309262175112963 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8504443313136245, "iqa_v2_live_min": 0.8504443313136245, "iqa_v2_live_max": 0.8504443313136245, "iqa_v2_csiq_mean": 0.846500813961029, "iqa_v2_csiq_min": 0.846500813961029, "iqa_v2_csiq_max": 0.846500813961029, "iqa_v2_tid2013_mean": 0.6305709944831001, "iqa_v2_tid2013_min": 0.6305709944831001, "iqa_v2_tid2013_max": 0.6305709944831001, "iqa_v2_kadid10k_mean": 0.61492919921875, "iqa_v2_kadid10k_min": 0.61492919921875, "iqa_v2_kadid10k_max": 0.61492919921875, "iqa_v2_flive_mean": 0.7336934407552084, "iqa_v2_flive_min": 0.7336934407552084, "iqa_v2_flive_max": 0.7336934407552084, "iqa_v2_spaq_mean": 0.6602416375670771, "iqa_v2_spaq_min": 0.6602416375670771, "iqa_v2_spaq_max": 0.6602416375670771, "iqa_v2_clive_mean": 0.6452192826704546, "iqa_v2_clive_min": 0.6452192826704546, "iqa_v2_clive_max": 0.6452192826704546, "iqa_v2_koniq10k_mean": 0.7106329407354799, "iqa_v2_koniq10k_min": 0.7106329407354799, "iqa_v2_koniq10k_max": 0.7106329407354799, "imdecont": { "jpg": 0.28102344274520874 }, "imdecont_image_match": { "jpg": 265965 }, "imdecont_max": 0.28102344274520874, "imdecont_mean": 0.28102344274520874, "imdecont_min": 0.28102344274520874, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.8125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.8125, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.8125, "clip_score_dfn_public_prev_turn_only_min": 3.67578125, "clip_score_dfn_public_prev_turn_only_mean": 3.67578125, "clip_score_dfn_public_prev_turn_only_max": 3.67578125, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.9921875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.9921875, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.9921875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 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": 15.8203125, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.8203125, "clip_score_clip_vitl14_224_next_turn_only_max": 15.8203125, "clip_score_dfn_public_next_turn_only_min": -1.48828125, "clip_score_dfn_public_next_turn_only_mean": -1.48828125, "clip_score_dfn_public_next_turn_only_max": -1.48828125, "clip_score_siglip2_b16_224_next_turn_only_min": -10.3515625, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.3515625, "clip_score_siglip2_b16_224_next_turn_only_max": -10.3515625, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.296875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.296875, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.296875, "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": 3.6640625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.6640625, "clip_score_dfn_public_prev_and_next_turn_max": 3.6640625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.3359375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.3359375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.3359375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 18.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 18.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 18.109375, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1843.34 }, "im_clarity_mean": 1843.34, "im_clarity_min": 1843.34, "im_clarity_max": 1843.34, "im_luma": { "jpg": 126.31 }, "im_luma_mean": 126.31, "im_luma_min": 126.31, "im_luma_max": 126.31, "im_saturation": { "jpg": 82.44 }, "im_saturation_mean": 82.44, "im_saturation_min": 82.44, "im_saturation_max": 82.44, "im_entropy": { "jpg": 7.71 }, "im_entropy_mean": 7.71, "im_entropy_min": 7.71, "im_entropy_max": 7.71, "unifilter_score_qwen2_5_1_5b": -1.3173828125, "unifilter_score_qwen3_0_6b": -3.408203125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9285059677193701, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.02118451300667036, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 0.009617214406124916, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9039307832717896, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.008915664628148079, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.007309262175112963, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.9489332437515259, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.2864537835121155, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.9384955167770386, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.0377538800239563, "text_quality_dolma3_fasttext_score": 0.013198256492614746, "custom_fasttext_val_fasttext_score": 5.2928924560546875e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 6.67572021484375e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 8.0 }, "7": { "detoxify": 1, "length_chars": 182, "length_tokens": 3410, "length_tokens_text_only": 83, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7256021595964528, "iqa_live_min": 0.7256021595964528, "iqa_live_max": 0.7256021595964528, "iqa_csiq_mean": 0.857243001461029, "iqa_csiq_min": 0.857243001461029, "iqa_csiq_max": 0.857243001461029, "iqa_tid2013_mean": 0.5597159597608777, "iqa_tid2013_min": 0.5597159597608777, "iqa_tid2013_max": 0.5597159597608777, "iqa_kadid10k_mean": 0.555419921875, "iqa_kadid10k_min": 0.555419921875, "iqa_kadid10k_max": 0.555419921875, "iqa_flive_mean": 0.734561496310764, "iqa_flive_min": 0.734561496310764, "iqa_flive_max": 0.734561496310764, "iqa_spaq_mean": 0.6061854506983902, "iqa_spaq_min": 0.6061854506983902, "iqa_spaq_max": 0.6061854506983902, "iqa_clive_mean": 0.5852445737280028, "iqa_clive_min": 0.5852445737280028, "iqa_clive_max": 0.5852445737280028, "iqa_koniq10k_mean": 0.6310875247223209, "iqa_koniq10k_min": 0.6310875247223209, "iqa_koniq10k_max": 0.6310875247223209, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "de", "score": 9.747016107592224e-21 }, { "lang": "da", "score": 6.889884560235088e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9700145125389099 }, { "lang": "de", "score": 0.002310695592314005 }, { "lang": "ml", "score": 0.0020404034294188023 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.7256021595964528, "iqa_v2_live_min": 0.7256021595964528, "iqa_v2_live_max": 0.7256021595964528, "iqa_v2_csiq_mean": 0.857243001461029, "iqa_v2_csiq_min": 0.857243001461029, "iqa_v2_csiq_max": 0.857243001461029, "iqa_v2_tid2013_mean": 0.5597159597608777, "iqa_v2_tid2013_min": 0.5597159597608777, "iqa_v2_tid2013_max": 0.5597159597608777, "iqa_v2_kadid10k_mean": 0.555419921875, "iqa_v2_kadid10k_min": 0.555419921875, "iqa_v2_kadid10k_max": 0.555419921875, "iqa_v2_flive_mean": 0.734561496310764, "iqa_v2_flive_min": 0.734561496310764, "iqa_v2_flive_max": 0.734561496310764, "iqa_v2_spaq_mean": 0.6061854506983902, "iqa_v2_spaq_min": 0.6061854506983902, "iqa_v2_spaq_max": 0.6061854506983902, "iqa_v2_clive_mean": 0.5852445737280028, "iqa_v2_clive_min": 0.5852445737280028, "iqa_v2_clive_max": 0.5852445737280028, "iqa_v2_koniq10k_mean": 0.6310875247223209, "iqa_v2_koniq10k_min": 0.6310875247223209, "iqa_v2_koniq10k_max": 0.6310875247223209, "imdecont": { "jpg": 0.2736395597457886 }, "imdecont_image_match": { "jpg": 265975 }, "imdecont_max": 0.2736395597457886, "imdecont_mean": 0.2736395597457886, "imdecont_min": 0.2736395597457886, "clip_score_clip_vitl14_224_prev_turn_only_min": 33.34375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 33.34375, "clip_score_clip_vitl14_224_prev_turn_only_max": 33.34375, "clip_score_dfn_public_prev_turn_only_min": 4.87109375, "clip_score_dfn_public_prev_turn_only_mean": 4.87109375, "clip_score_dfn_public_prev_turn_only_max": 4.87109375, "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": 31.0625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 31.0625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 31.0625, "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": 0.87353515625, "clip_score_dfn_public_next_turn_only_mean": 0.87353515625, "clip_score_dfn_public_next_turn_only_max": 0.87353515625, "clip_score_siglip2_b16_224_next_turn_only_min": -10.53125, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.53125, "clip_score_siglip2_b16_224_next_turn_only_max": -10.53125, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.15625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.15625, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.15625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 33.5, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 33.5, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 33.5, "clip_score_dfn_public_prev_and_next_turn_min": 4.83203125, "clip_score_dfn_public_prev_and_next_turn_mean": 4.83203125, "clip_score_dfn_public_prev_and_next_turn_max": 4.83203125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 6.59375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 6.59375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 6.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 30.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 30.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 30.6875, "im_height": { "jpg": 618 }, "im_height_mean": 618.0, "im_height_min": 618, "im_height_max": 618, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.335 }, "im_ar_mean": 1.335, "im_ar_min": 1.335, "im_ar_max": 1.335, "im_kilobytes": { "jpg": 1493.7 }, "im_kilobytes_mean": 1493.7, "im_kilobytes_min": 1493.7, "im_kilobytes_max": 1493.7, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2505.81 }, "im_clarity_mean": 2505.81, "im_clarity_min": 2505.81, "im_clarity_max": 2505.81, "im_luma": { "jpg": 187.91 }, "im_luma_mean": 187.91, "im_luma_min": 187.91, "im_luma_max": 187.91, "im_saturation": { "jpg": 40.02 }, "im_saturation_mean": 40.02, "im_saturation_min": 40.02, "im_saturation_max": 40.02, "im_entropy": { "jpg": 6.78 }, "im_entropy_mean": 6.78, "im_entropy_min": 6.78, "im_entropy_max": 6.78, "unifilter_score_qwen2_5_1_5b": -0.640625, "unifilter_score_qwen3_0_6b": 0.57275390625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "de", "language_detection_annotation_lingua_1_score": 9.747016107592224e-21, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 6.889884560235088e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9700145125389099, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.002310695592314005, "language_detection_annotation_nllb_2_lan": "ml", "language_detection_annotation_nllb_2_score": 0.0020404034294188023, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.27467963099479675, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.6824709177017212, "text_quality_nvidia_domain_label": "Beauty_and_Fitness", "text_quality_nvidia_domain_score": 0.999784529209137, "text_quality_nvidia_edu_nemotron4_score": 1.24609375, "text_quality_nvidia_edu_mixtral_score": 0.9140625, "text_quality_dclmbaseline_fasttext_score": 0.9641410112380981, "text_quality_dolma3_fasttext_score": 0.9968104362487793, "custom_fasttext_val_fasttext_score": 0.0013371706008911133, "custom_fasttext_core_fasttext_score": 0.00017505884170532227, "custom_fasttext_val_clean_fasttext_score": 0.009158790111541748, "custom_fasttext_core_clean_fasttext_score": 0.000785529613494873, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 4.0 }, "17": { "detoxify": 1, "length_chars": 123, "length_tokens": 3400, "length_tokens_text_only": 73, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7985188262631194, "iqa_live_min": 0.7985188262631194, "iqa_live_max": 0.7985188262631194, "iqa_csiq_mean": 0.871403157711029, "iqa_csiq_min": 0.871403157711029, "iqa_csiq_max": 0.871403157711029, "iqa_tid2013_mean": 0.5931903521219889, "iqa_tid2013_min": 0.5931903521219889, "iqa_tid2013_max": 0.5931903521219889, "iqa_kadid10k_mean": 0.616455078125, "iqa_kadid10k_min": 0.616455078125, "iqa_kadid10k_max": 0.616455078125, "iqa_flive_mean": 0.730142304391572, "iqa_flive_min": 0.730142304391572, "iqa_flive_max": 0.730142304391572, "iqa_spaq_mean": 0.6809171426175822, "iqa_spaq_min": 0.6809171426175822, "iqa_spaq_max": 0.6809171426175822, "iqa_clive_mean": 0.5885589676673967, "iqa_clive_min": 0.5885589676673967, "iqa_clive_max": 0.5885589676673967, "iqa_koniq10k_mean": 0.6995849609375001, "iqa_koniq10k_min": 0.6995849609375001, "iqa_koniq10k_max": 0.6995849609375001, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8668709811228127 }, { "lang": "da", "score": 0.014764046043142158 }, { "lang": "ca", "score": 0.012710675830379185 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9077379107475281 }, { "lang": "hi", "score": 0.0064589111134409904 }, { "lang": "el", "score": 0.004174360539764166 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7985188262631194, "iqa_v2_live_min": 0.7985188262631194, "iqa_v2_live_max": 0.7985188262631194, "iqa_v2_csiq_mean": 0.871403157711029, "iqa_v2_csiq_min": 0.871403157711029, "iqa_v2_csiq_max": 0.871403157711029, "iqa_v2_tid2013_mean": 0.5931903521219889, "iqa_v2_tid2013_min": 0.5931903521219889, "iqa_v2_tid2013_max": 0.5931903521219889, "iqa_v2_kadid10k_mean": 0.616455078125, "iqa_v2_kadid10k_min": 0.616455078125, "iqa_v2_kadid10k_max": 0.616455078125, "iqa_v2_flive_mean": 0.730142304391572, "iqa_v2_flive_min": 0.730142304391572, "iqa_v2_flive_max": 0.730142304391572, "iqa_v2_spaq_mean": 0.6809171426175822, "iqa_v2_spaq_min": 0.6809171426175822, "iqa_v2_spaq_max": 0.6809171426175822, "iqa_v2_clive_mean": 0.5885589676673967, "iqa_v2_clive_min": 0.5885589676673967, "iqa_v2_clive_max": 0.5885589676673967, "iqa_v2_koniq10k_mean": 0.6995849609375001, "iqa_v2_koniq10k_min": 0.6995849609375001, "iqa_v2_koniq10k_max": 0.6995849609375001, "imdecont": { "jpg": 0.26893723011016846 }, "imdecont_image_match": { "jpg": 262306 }, "imdecont_max": 0.26893723011016846, "imdecont_mean": 0.26893723011016846, "imdecont_min": 0.26893723011016846, "clip_score_clip_vitl14_224_prev_turn_only_min": 12.3828125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 12.3828125, "clip_score_clip_vitl14_224_prev_turn_only_max": 12.3828125, "clip_score_dfn_public_prev_turn_only_min": 1.07421875, "clip_score_dfn_public_prev_turn_only_mean": 1.07421875, "clip_score_dfn_public_prev_turn_only_max": 1.07421875, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.5, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.5, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.5, "clip_score_longclip_vitl14_224_prev_turn_only_min": 14.9375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 14.9375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 14.9375, "clip_score_clip_vitl14_224_next_turn_only_min": 10.3671875, "clip_score_clip_vitl14_224_next_turn_only_mean": 10.3671875, "clip_score_clip_vitl14_224_next_turn_only_max": 10.3671875, "clip_score_dfn_public_next_turn_only_min": 0.69189453125, "clip_score_dfn_public_next_turn_only_mean": 0.69189453125, "clip_score_dfn_public_next_turn_only_max": 0.69189453125, "clip_score_siglip2_b16_224_next_turn_only_min": -10.3125, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.3125, "clip_score_siglip2_b16_224_next_turn_only_max": -10.3125, "clip_score_longclip_vitl14_224_next_turn_only_min": 12.9375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 12.9375, "clip_score_longclip_vitl14_224_next_turn_only_max": 12.9375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 12.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 12.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 12.484375, "clip_score_dfn_public_prev_and_next_turn_min": 1.4443359375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.4443359375, "clip_score_dfn_public_prev_and_next_turn_max": 1.4443359375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.796875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.796875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 14.8203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 14.8203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 14.8203125, "im_height": { "jpg": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 300 }, "im_width_mean": 300.0, "im_width_min": 300, "im_width_max": 300, "im_ar": { "jpg": 0.75 }, "im_ar_mean": 0.75, "im_ar_min": 0.75, "im_ar_max": 0.75, "im_kilobytes": { "jpg": 351.56 }, "im_kilobytes_mean": 351.56, "im_kilobytes_min": 351.56, "im_kilobytes_max": 351.56, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2568.1 }, "im_clarity_mean": 2568.1, "im_clarity_min": 2568.1, "im_clarity_max": 2568.1, "im_luma": { "jpg": 171.11 }, "im_luma_mean": 171.11, "im_luma_min": 171.11, "im_luma_max": 171.11, "im_saturation": { "jpg": 81.86 }, "im_saturation_mean": 81.86, "im_saturation_min": 81.86, "im_saturation_max": 81.86, "im_entropy": { "jpg": 7.21 }, "im_entropy_mean": 7.21, "im_entropy_min": 7.21, "im_entropy_max": 7.21, "unifilter_score_qwen2_5_1_5b": -2.44921875, "unifilter_score_qwen3_0_6b": -0.11639404296875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8668709811228127, "language_detection_annotation_lingua_1_lan": "da", "language_detection_annotation_lingua_1_score": 0.014764046043142158, "language_detection_annotation_lingua_2_lan": "ca", "language_detection_annotation_lingua_2_score": 0.012710675830379185, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9077379107475281, "language_detection_annotation_nllb_1_lan": "hi", "language_detection_annotation_nllb_1_score": 0.0064589111134409904, "language_detection_annotation_nllb_2_lan": "el", "language_detection_annotation_nllb_2_score": 0.004174360539764166, "text_quality_weborganizer_topic_label": "Religion", "text_quality_weborganizer_topic_score": 0.9781724214553833, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.6725351810455322, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9971376657485962, "text_quality_nvidia_edu_nemotron4_score": 0.5703125, "text_quality_nvidia_edu_mixtral_score": 0.04779052734375, "text_quality_dclmbaseline_fasttext_score": 0.9967471957206726, "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": 0.00037735700607299805, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 8.0 }, "24": { "detoxify": 1, "length_chars": 147, "length_tokens": 3403, "length_tokens_text_only": 75, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.640295972727766, "iqa_live_min": 0.640295972727766, "iqa_live_max": 0.640295972727766, "iqa_csiq_mean": 0.885807454586029, "iqa_csiq_min": 0.885807454586029, "iqa_csiq_max": 0.885807454586029, "iqa_tid2013_mean": 0.4913167423672146, "iqa_tid2013_min": 0.4913167423672146, "iqa_tid2013_max": 0.4913167423672146, "iqa_kadid10k_mean": 0.3392333984375, "iqa_kadid10k_min": 0.3392333984375, "iqa_kadid10k_max": 0.3392333984375, "iqa_flive_mean": 0.6826754483309659, "iqa_flive_min": 0.6826754483309659, "iqa_flive_max": 0.6826754483309659, "iqa_spaq_mean": 0.5863780012034407, "iqa_spaq_min": 0.5863780012034407, "iqa_spaq_max": 0.5863780012034407, "iqa_clive_mean": 0.6326719727179018, "iqa_clive_min": 0.6326719727179018, "iqa_clive_max": 0.6326719727179018, "iqa_koniq10k_mean": 0.6220913126011088, "iqa_koniq10k_min": 0.6220913126011088, "iqa_koniq10k_max": 0.6220913126011088, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.989800320744419 }, { "lang": "tl", "score": 0.005874837000902351 }, { "lang": "nl", "score": 0.0011837550138472505 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8917986750602722 }, { "lang": "fr", "score": 0.006302534136921167 }, { "lang": "ru", "score": 0.005173597950488329 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.640295972727766, "iqa_v2_live_min": 0.640295972727766, "iqa_v2_live_max": 0.640295972727766, "iqa_v2_csiq_mean": 0.885807454586029, "iqa_v2_csiq_min": 0.885807454586029, "iqa_v2_csiq_max": 0.885807454586029, "iqa_v2_tid2013_mean": 0.4913167423672146, "iqa_v2_tid2013_min": 0.4913167423672146, "iqa_v2_tid2013_max": 0.4913167423672146, "iqa_v2_kadid10k_mean": 0.3392333984375, "iqa_v2_kadid10k_min": 0.3392333984375, "iqa_v2_kadid10k_max": 0.3392333984375, "iqa_v2_flive_mean": 0.6826754483309659, "iqa_v2_flive_min": 0.6826754483309659, "iqa_v2_flive_max": 0.6826754483309659, "iqa_v2_spaq_mean": 0.5863780012034407, "iqa_v2_spaq_min": 0.5863780012034407, "iqa_v2_spaq_max": 0.5863780012034407, "iqa_v2_clive_mean": 0.6326719727179018, "iqa_v2_clive_min": 0.6326719727179018, "iqa_v2_clive_max": 0.6326719727179018, "iqa_v2_koniq10k_mean": 0.6220913126011088, "iqa_v2_koniq10k_min": 0.6220913126011088, "iqa_v2_koniq10k_max": 0.6220913126011088, "imdecont": { "jpg": 0.3375093340873718 }, "imdecont_image_match": { "jpg": 265891 }, "imdecont_max": 0.3375093340873718, "imdecont_mean": 0.3375093340873718, "imdecont_min": 0.3375093340873718, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.75, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.75, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.75, "clip_score_dfn_public_prev_turn_only_min": 3.205078125, "clip_score_dfn_public_prev_turn_only_mean": 3.205078125, "clip_score_dfn_public_prev_turn_only_max": 3.205078125, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.265625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.265625, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.265625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.125, "clip_score_clip_vitl14_224_next_turn_only_min": 15.890625, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.890625, "clip_score_clip_vitl14_224_next_turn_only_max": 15.890625, "clip_score_dfn_public_next_turn_only_min": 0.61376953125, "clip_score_dfn_public_next_turn_only_mean": 0.61376953125, "clip_score_dfn_public_next_turn_only_max": 0.61376953125, "clip_score_siglip2_b16_224_next_turn_only_min": -9.4375, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.4375, "clip_score_siglip2_b16_224_next_turn_only_max": -9.4375, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.328125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.328125, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.328125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.34375, "clip_score_dfn_public_prev_and_next_turn_min": 2.94140625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.94140625, "clip_score_dfn_public_prev_and_next_turn_max": 2.94140625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.203125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.203125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.09375, "im_height": { "jpg": 626 }, "im_height_mean": 626.0, "im_height_min": 626, "im_height_max": 626, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.278 }, "im_ar_mean": 1.278, "im_ar_min": 1.278, "im_ar_max": 1.278, "im_kilobytes": { "jpg": 1467.19 }, "im_kilobytes_mean": 1467.19, "im_kilobytes_min": 1467.19, "im_kilobytes_max": 1467.19, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2119.88 }, "im_clarity_mean": 2119.88, "im_clarity_min": 2119.88, "im_clarity_max": 2119.88, "im_luma": { "jpg": 125.01 }, "im_luma_mean": 125.01, "im_luma_min": 125.01, "im_luma_max": 125.01, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 7.31 }, "im_entropy_mean": 7.31, "im_entropy_min": 7.31, "im_entropy_max": 7.31, "unifilter_score_qwen2_5_1_5b": -0.397216796875, "unifilter_score_qwen3_0_6b": -1.626953125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.989800320744419, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.005874837000902351, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.0011837550138472505, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8917986750602722, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.006302534136921167, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.005173597950488329, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.7013950347900391, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.4294048845767975, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9945526719093323, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.15256166458129883, "text_quality_dolma3_fasttext_score": 0.9999847412109375, "custom_fasttext_val_fasttext_score": 0.0004984140396118164, "custom_fasttext_core_fasttext_score": 1.9431114196777344e-05, "custom_fasttext_val_clean_fasttext_score": 0.001237630844116211, "custom_fasttext_core_clean_fasttext_score": 3.600120544433594e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.71875, "within_sample_repetition_detection": 9.0 }, "30": { "detoxify": 1, "length_chars": 128, "length_tokens": 1870, "length_tokens_text_only": 79, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7230769070712002, "iqa_live_min": 0.7230769070712002, "iqa_live_max": 0.7230769070712002, "iqa_csiq_mean": 0.771549642086029, "iqa_csiq_min": 0.771549642086029, "iqa_csiq_max": 0.771549642086029, "iqa_tid2013_mean": 0.4960156016879611, "iqa_tid2013_min": 0.4960156016879611, "iqa_tid2013_max": 0.4960156016879611, "iqa_kadid10k_mean": 0.589599609375, "iqa_kadid10k_min": 0.589599609375, "iqa_kadid10k_max": 0.589599609375, "iqa_flive_mean": 0.6812944508562185, "iqa_flive_min": 0.6812944508562185, "iqa_flive_max": 0.6812944508562185, "iqa_spaq_mean": 0.5818009810014205, "iqa_spaq_min": 0.5818009810014205, "iqa_spaq_max": 0.5818009810014205, "iqa_clive_mean": 0.559163449990629, "iqa_clive_min": 0.559163449990629, "iqa_clive_max": 0.559163449990629, "iqa_koniq10k_mean": 0.5766367671465633, "iqa_koniq10k_min": 0.5766367671465633, "iqa_koniq10k_max": 0.5766367671465633, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8640101713805497 }, { "lang": "tl", "score": 0.028287149411021582 }, { "lang": "da", "score": 0.018053028874323217 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7602367997169495 }, { "lang": "id", "score": 0.011896779760718346 }, { "lang": "tr", "score": 0.00992489978671074 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7230769070712002, "iqa_v2_live_min": 0.7230769070712002, "iqa_v2_live_max": 0.7230769070712002, "iqa_v2_csiq_mean": 0.771549642086029, "iqa_v2_csiq_min": 0.771549642086029, "iqa_v2_csiq_max": 0.771549642086029, "iqa_v2_tid2013_mean": 0.49600882000393337, "iqa_v2_tid2013_min": 0.49600882000393337, "iqa_v2_tid2013_max": 0.49600882000393337, "iqa_v2_kadid10k_mean": 0.589630126953125, "iqa_v2_kadid10k_min": 0.589630126953125, "iqa_v2_kadid10k_max": 0.589630126953125, "iqa_v2_flive_mean": 0.6812944508562185, "iqa_v2_flive_min": 0.6812944508562185, "iqa_v2_flive_max": 0.6812944508562185, "iqa_v2_spaq_mean": 0.5817220668600064, "iqa_v2_spaq_min": 0.5817220668600064, "iqa_v2_spaq_max": 0.5817220668600064, "iqa_v2_clive_mean": 0.559202907061336, "iqa_v2_clive_min": 0.559202907061336, "iqa_v2_clive_max": 0.559202907061336, "iqa_v2_koniq10k_mean": 0.5767945954293916, "iqa_v2_koniq10k_min": 0.5767945954293916, "iqa_v2_koniq10k_max": 0.5767945954293916, "imdecont": { "jpg": 0.2180715799331665 }, "imdecont_image_match": { "jpg": 186039 }, "imdecont_max": 0.2180715799331665, "imdecont_mean": 0.2180715799331665, "imdecont_min": 0.2180715799331665, "clip_score_clip_vitl14_224_prev_turn_only_min": 33.53125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 33.53125, "clip_score_clip_vitl14_224_prev_turn_only_max": 33.53125, "clip_score_dfn_public_prev_turn_only_min": 2.52734375, "clip_score_dfn_public_prev_turn_only_mean": 2.52734375, "clip_score_dfn_public_prev_turn_only_max": 2.52734375, "clip_score_siglip2_b16_224_prev_turn_only_min": 6.15625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 6.15625, "clip_score_siglip2_b16_224_prev_turn_only_max": 6.15625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 30.046875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 30.046875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 30.046875, "clip_score_clip_vitl14_224_next_turn_only_min": 17.28125, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.28125, "clip_score_clip_vitl14_224_next_turn_only_max": 17.28125, "clip_score_dfn_public_next_turn_only_min": -0.435791015625, "clip_score_dfn_public_next_turn_only_mean": -0.435791015625, "clip_score_dfn_public_next_turn_only_max": -0.435791015625, "clip_score_siglip2_b16_224_next_turn_only_min": -7.671875, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.671875, "clip_score_siglip2_b16_224_next_turn_only_max": -7.671875, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.4296875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.4296875, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.4296875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 32.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 32.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 32.1875, "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": 6.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 6.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 6.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 29.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 29.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 29.515625, "im_height": { "jpg": 365 }, "im_height_mean": 365.0, "im_height_min": 365, "im_height_max": 365, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5068 }, "im_ar_mean": 1.5068, "im_ar_min": 1.5068, "im_ar_max": 1.5068, "im_kilobytes": { "jpg": 588.13 }, "im_kilobytes_mean": 588.13, "im_kilobytes_min": 588.13, "im_kilobytes_max": 588.13, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4402.01 }, "im_clarity_mean": 4402.01, "im_clarity_min": 4402.01, "im_clarity_max": 4402.01, "im_luma": { "jpg": 70.58 }, "im_luma_mean": 70.58, "im_luma_min": 70.58, "im_luma_max": 70.58, "im_saturation": { "jpg": 94.96 }, "im_saturation_mean": 94.96, "im_saturation_min": 94.96, "im_saturation_max": 94.96, "im_entropy": { "jpg": 7.19 }, "im_entropy_mean": 7.19, "im_entropy_min": 7.19, "im_entropy_max": 7.19, "unifilter_score_qwen2_5_1_5b": 0.28369140625, "unifilter_score_qwen3_0_6b": 1.92578125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8640101713805497, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.028287149411021582, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 0.018053028874323217, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7602367997169495, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.011896779760718346, "language_detection_annotation_nllb_2_lan": "tr", "language_detection_annotation_nllb_2_score": 0.00992489978671074, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.7553345561027527, "text_quality_weborganizer_format_label": "Personal Blog", "text_quality_weborganizer_format_score": 0.4197959899902344, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.6064199209213257, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.06702262163162231, "text_quality_dolma3_fasttext_score": 0.12781763076782227, "custom_fasttext_val_fasttext_score": 5.125999450683594e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00030159950256347656, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 10.0 }, "28": { "detoxify": 1, "length_chars": 138, "length_tokens": 1869, "length_tokens_text_only": 78, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7289165535358467, "iqa_live_min": 0.7289165535358467, "iqa_live_max": 0.7289165535358467, "iqa_csiq_mean": 0.845768392086029, "iqa_csiq_min": 0.845768392086029, "iqa_csiq_max": 0.845768392086029, "iqa_tid2013_mean": 0.5200566715664333, "iqa_tid2013_min": 0.5200566715664333, "iqa_tid2013_max": 0.5200566715664333, "iqa_kadid10k_mean": 0.55133056640625, "iqa_kadid10k_min": 0.55133056640625, "iqa_kadid10k_max": 0.55133056640625, "iqa_flive_mean": 0.7208304357047034, "iqa_flive_min": 0.7208304357047034, "iqa_flive_max": 0.7208304357047034, "iqa_spaq_mean": 0.5938748446377842, "iqa_spaq_min": 0.5938748446377842, "iqa_spaq_max": 0.5938748446377842, "iqa_clive_mean": 0.5942407858492148, "iqa_clive_min": 0.5942407858492148, "iqa_clive_max": 0.5942407858492148, "iqa_koniq10k_mean": 0.6714915265940657, "iqa_koniq10k_min": 0.6714915265940657, "iqa_koniq10k_max": 0.6714915265940657, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.921786746752067 }, { "lang": "tl", "score": 0.023643409983747997 }, { "lang": "nl", "score": 0.012164291103003965 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8698351979255676 }, { "lang": "pt", "score": 0.013926231302320957 }, { "lang": "it", "score": 0.013084660284221172 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7289165535358467, "iqa_v2_live_min": 0.7289165535358467, "iqa_v2_live_max": 0.7289165535358467, "iqa_v2_csiq_mean": 0.845768392086029, "iqa_v2_csiq_min": 0.845768392086029, "iqa_v2_csiq_max": 0.845768392086029, "iqa_v2_tid2013_mean": 0.5200566715664333, "iqa_v2_tid2013_min": 0.5200566715664333, "iqa_v2_tid2013_max": 0.5200566715664333, "iqa_v2_kadid10k_mean": 0.55133056640625, "iqa_v2_kadid10k_min": 0.55133056640625, "iqa_v2_kadid10k_max": 0.55133056640625, "iqa_v2_flive_mean": 0.7208304357047034, "iqa_v2_flive_min": 0.7208304357047034, "iqa_v2_flive_max": 0.7208304357047034, "iqa_v2_spaq_mean": 0.5938748446377842, "iqa_v2_spaq_min": 0.5938748446377842, "iqa_v2_spaq_max": 0.5938748446377842, "iqa_v2_clive_mean": 0.5942407858492148, "iqa_v2_clive_min": 0.5942407858492148, "iqa_v2_clive_max": 0.5942407858492148, "iqa_v2_koniq10k_mean": 0.6714915265940657, "iqa_v2_koniq10k_min": 0.6714915265940657, "iqa_v2_koniq10k_max": 0.6714915265940657, "imdecont": { "jpg": 0.2620108127593994 }, "imdecont_image_match": { "jpg": 108321 }, "imdecont_max": 0.2620108127593994, "imdecont_mean": 0.2620108127593994, "imdecont_min": 0.2620108127593994, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.8125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.8125, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.8125, "clip_score_dfn_public_prev_turn_only_min": 2.896484375, "clip_score_dfn_public_prev_turn_only_mean": 2.896484375, "clip_score_dfn_public_prev_turn_only_max": 2.896484375, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.390625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.390625, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.390625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.96875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.96875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.96875, "clip_score_clip_vitl14_224_next_turn_only_min": 14.125, "clip_score_clip_vitl14_224_next_turn_only_mean": 14.125, "clip_score_clip_vitl14_224_next_turn_only_max": 14.125, "clip_score_dfn_public_next_turn_only_min": -0.090576171875, "clip_score_dfn_public_next_turn_only_mean": -0.090576171875, "clip_score_dfn_public_next_turn_only_max": -0.090576171875, "clip_score_siglip2_b16_224_next_turn_only_min": -9.6328125, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.6328125, "clip_score_siglip2_b16_224_next_turn_only_max": -9.6328125, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.0703125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.0703125, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.0703125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.25, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.25, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.25, "clip_score_dfn_public_prev_and_next_turn_min": 2.828125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.828125, "clip_score_dfn_public_prev_and_next_turn_max": 2.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 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": 23.890625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.890625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.890625, "im_height": { "jpg": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 249 }, "im_width_mean": 249.0, "im_width_min": 249, "im_width_max": 249, "im_ar": { "jpg": 0.6225 }, "im_ar_mean": 0.6225, "im_ar_min": 0.6225, "im_ar_max": 0.6225, "im_kilobytes": { "jpg": 291.8 }, "im_kilobytes_mean": 291.8, "im_kilobytes_min": 291.8, "im_kilobytes_max": 291.8, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2414.74 }, "im_clarity_mean": 2414.74, "im_clarity_min": 2414.74, "im_clarity_max": 2414.74, "im_luma": { "jpg": 109.31 }, "im_luma_mean": 109.31, "im_luma_min": 109.31, "im_luma_max": 109.31, "im_saturation": { "jpg": 65.91 }, "im_saturation_mean": 65.91, "im_saturation_min": 65.91, "im_saturation_max": 65.91, "im_entropy": { "jpg": 7.78 }, "im_entropy_mean": 7.78, "im_entropy_min": 7.78, "im_entropy_max": 7.78, "unifilter_score_qwen2_5_1_5b": -0.56396484375, "unifilter_score_qwen3_0_6b": 0.51220703125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.921786746752067, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.023643409983747997, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.012164291103003965, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8698351979255676, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.013926231302320957, "language_detection_annotation_nllb_2_lan": "it", "language_detection_annotation_nllb_2_score": 0.013084660284221172, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.6782922148704529, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.3960002064704895, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.7260323166847229, "text_quality_nvidia_edu_nemotron4_score": 0.81005859375, "text_quality_nvidia_edu_mixtral_score": 0.279541015625, "text_quality_dclmbaseline_fasttext_score": 0.9983343482017517, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0008965730667114258, "custom_fasttext_core_fasttext_score": 1.3709068298339844e-05, "custom_fasttext_val_clean_fasttext_score": 0.0027422308921813965, "custom_fasttext_core_clean_fasttext_score": 5.459785461425781e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.25, "within_sample_repetition_detection": 4.0 }, "20": { "detoxify": 1, "length_chars": 178, "length_tokens": 1873, "length_tokens_text_only": 82, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.5392562789146346, "iqa_live_min": 0.5392562789146346, "iqa_live_max": 0.5392562789146346, "iqa_csiq_mean": 0.668278157711029, "iqa_csiq_min": 0.668278157711029, "iqa_csiq_max": 0.668278157711029, "iqa_tid2013_mean": 0.4105731646219889, "iqa_tid2013_min": 0.4105731646219889, "iqa_tid2013_max": 0.4105731646219889, "iqa_kadid10k_mean": 0.2274169921875, "iqa_kadid10k_min": 0.2274169921875, "iqa_kadid10k_max": 0.2274169921875, "iqa_flive_mean": 0.6678198612097539, "iqa_flive_min": 0.6678198612097539, "iqa_flive_max": 0.6678198612097539, "iqa_spaq_mean": 0.43194302645596594, "iqa_spaq_min": 0.43194302645596594, "iqa_spaq_max": 0.43194302645596594, "iqa_clive_mean": 0.399599056051235, "iqa_clive_min": 0.399599056051235, "iqa_clive_max": 0.399599056051235, "iqa_koniq10k_mean": 0.5457024237122199, "iqa_koniq10k_min": 0.5457024237122199, "iqa_koniq10k_max": 0.5457024237122199, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "tl", "score": 6.0663795623008816e-21 }, { "lang": "de", "score": 1.043503075913731e-24 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9233403205871582 }, { "lang": "ru", "score": 0.002871914068236947 }, { "lang": "tr", "score": 0.0028463490307331085 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.5392562789146346, "iqa_v2_live_min": 0.5392562789146346, "iqa_v2_live_max": 0.5392562789146346, "iqa_v2_csiq_mean": 0.668278157711029, "iqa_v2_csiq_min": 0.668278157711029, "iqa_v2_csiq_max": 0.668278157711029, "iqa_v2_tid2013_mean": 0.4105731646219889, "iqa_v2_tid2013_min": 0.4105731646219889, "iqa_v2_tid2013_max": 0.4105731646219889, "iqa_v2_kadid10k_mean": 0.2274169921875, "iqa_v2_kadid10k_min": 0.2274169921875, "iqa_v2_kadid10k_max": 0.2274169921875, "iqa_v2_flive_mean": 0.6678198612097539, "iqa_v2_flive_min": 0.6678198612097539, "iqa_v2_flive_max": 0.6678198612097539, "iqa_v2_spaq_mean": 0.43194302645596594, "iqa_v2_spaq_min": 0.43194302645596594, "iqa_v2_spaq_max": 0.43194302645596594, "iqa_v2_clive_mean": 0.399599056051235, "iqa_v2_clive_min": 0.399599056051235, "iqa_v2_clive_max": 0.399599056051235, "iqa_v2_koniq10k_mean": 0.5457024237122199, "iqa_v2_koniq10k_min": 0.5457024237122199, "iqa_v2_koniq10k_max": 0.5457024237122199, "imdecont": { "jpg": 0.2893019914627075 }, "imdecont_image_match": { "jpg": 17725 }, "imdecont_max": 0.2893019914627075, "imdecont_mean": 0.2893019914627075, "imdecont_min": 0.2893019914627075, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.5625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.5625, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.5625, "clip_score_dfn_public_prev_turn_only_min": 1.58984375, "clip_score_dfn_public_prev_turn_only_mean": 1.58984375, "clip_score_dfn_public_prev_turn_only_max": 1.58984375, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.609375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.609375, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.609375, "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": 16.265625, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.265625, "clip_score_clip_vitl14_224_next_turn_only_max": 16.265625, "clip_score_dfn_public_next_turn_only_min": -0.3134765625, "clip_score_dfn_public_next_turn_only_mean": -0.3134765625, "clip_score_dfn_public_next_turn_only_max": -0.3134765625, "clip_score_siglip2_b16_224_next_turn_only_min": -10.25, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.25, "clip_score_siglip2_b16_224_next_turn_only_max": -10.25, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.28125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.28125, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.8125, "clip_score_dfn_public_prev_and_next_turn_min": 1.7646484375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.7646484375, "clip_score_dfn_public_prev_and_next_turn_max": 1.7646484375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.4375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.4375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.390625, "im_height": { "jpg": 497 }, "im_height_mean": 497.0, "im_height_min": 497, "im_height_max": 497, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.66 }, "im_ar_mean": 1.66, "im_ar_min": 1.66, "im_ar_max": 1.66, "im_kilobytes": { "jpg": 1201.25 }, "im_kilobytes_mean": 1201.25, "im_kilobytes_min": 1201.25, "im_kilobytes_max": 1201.25, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4495.95 }, "im_clarity_mean": 4495.95, "im_clarity_min": 4495.95, "im_clarity_max": 4495.95, "im_luma": { "jpg": 220.38 }, "im_luma_mean": 220.38, "im_luma_min": 220.38, "im_luma_max": 220.38, "im_saturation": { "jpg": 25.91 }, "im_saturation_mean": 25.91, "im_saturation_min": 25.91, "im_saturation_max": 25.91, "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": 0.91064453125, "unifilter_score_qwen3_0_6b": 4.515625, "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": 6.0663795623008816e-21, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 1.043503075913731e-24, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9233403205871582, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.002871914068236947, "language_detection_annotation_nllb_2_lan": "tr", "language_detection_annotation_nllb_2_score": 0.0028463490307331085, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.5769423842430115, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.47802913188934326, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9994136095046997, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.037813663482666016, "text_quality_dolma3_fasttext_score": 0.9998657703399658, "custom_fasttext_val_fasttext_score": 0.0003552436828613281, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 5.507469177246094e-05, "custom_fasttext_core_clean_fasttext_score": 1.5020370483398438e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0625, "within_sample_repetition_detection": 9.0 }, "25": { "detoxify": 1, "length_chars": 119, "length_tokens": 1865, "length_tokens_text_only": 73, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7868395333338265, "iqa_live_min": 0.7868395333338265, "iqa_live_max": 0.7868395333338265, "iqa_csiq_mean": 0.922916829586029, "iqa_csiq_min": 0.922916829586029, "iqa_csiq_max": 0.922916829586029, "iqa_tid2013_mean": 0.5763717757331001, "iqa_tid2013_min": 0.5763717757331001, "iqa_tid2013_max": 0.5763717757331001, "iqa_kadid10k_mean": 0.54302978515625, "iqa_kadid10k_min": 0.54302978515625, "iqa_kadid10k_max": 0.54302978515625, "iqa_flive_mean": 0.7100191983309659, "iqa_flive_min": 0.7100191983309659, "iqa_flive_max": 0.7100191983309659, "iqa_spaq_mean": 0.6619777486781881, "iqa_spaq_min": 0.6619777486781881, "iqa_spaq_max": 0.6619777486781881, "iqa_clive_mean": 0.6014219727179018, "iqa_clive_min": 0.6014219727179018, "iqa_clive_max": 0.6014219727179018, "iqa_koniq10k_mean": 0.6866430417455809, "iqa_koniq10k_min": 0.6866430417455809, "iqa_koniq10k_max": 0.6866430417455809, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9426054892929624 }, { "lang": "tl", "score": 0.01944697174152837 }, { "lang": "fr", "score": 0.010318696695213965 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9007055759429932 }, { "lang": "pt", "score": 0.007668834179639816 }, { "lang": "it", "score": 0.006193521898239851 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7868395333338265, "iqa_v2_live_min": 0.7868395333338265, "iqa_v2_live_max": 0.7868395333338265, "iqa_v2_csiq_mean": 0.922916829586029, "iqa_v2_csiq_min": 0.922916829586029, "iqa_v2_csiq_max": 0.922916829586029, "iqa_v2_tid2013_mean": 0.5763717757331001, "iqa_v2_tid2013_min": 0.5763717757331001, "iqa_v2_tid2013_max": 0.5763717757331001, "iqa_v2_kadid10k_mean": 0.5430908203125, "iqa_v2_kadid10k_min": 0.5430908203125, "iqa_v2_kadid10k_max": 0.5430908203125, "iqa_v2_flive_mean": 0.7100191983309659, "iqa_v2_flive_min": 0.7100191983309659, "iqa_v2_flive_max": 0.7100191983309659, "iqa_v2_spaq_mean": 0.6621355769610164, "iqa_v2_spaq_min": 0.6621355769610164, "iqa_v2_spaq_max": 0.6621355769610164, "iqa_v2_clive_mean": 0.6015008868593159, "iqa_v2_clive_min": 0.6015008868593159, "iqa_v2_clive_max": 0.6015008868593159, "iqa_v2_koniq10k_mean": 0.6866430417455809, "iqa_v2_koniq10k_min": 0.6866430417455809, "iqa_v2_koniq10k_max": 0.6866430417455809, "imdecont": { "jpg": 0.2598983645439148 }, "imdecont_image_match": { "jpg": 265997 }, "imdecont_max": 0.2598983645439148, "imdecont_mean": 0.2598983645439148, "imdecont_min": 0.2598983645439148, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.15625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.15625, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.15625, "clip_score_dfn_public_prev_turn_only_min": 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": 0.359375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.359375, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.359375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.3125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.3125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.3125, "clip_score_clip_vitl14_224_next_turn_only_min": 16.984375, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.984375, "clip_score_clip_vitl14_224_next_turn_only_max": 16.984375, "clip_score_dfn_public_next_turn_only_min": 0.5009765625, "clip_score_dfn_public_next_turn_only_mean": 0.5009765625, "clip_score_dfn_public_next_turn_only_max": 0.5009765625, "clip_score_siglip2_b16_224_next_turn_only_min": -9.90625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.90625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.90625, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.6328125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.6328125, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.6328125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.953125, "clip_score_dfn_public_prev_and_next_turn_min": 2.466796875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.466796875, "clip_score_dfn_public_prev_and_next_turn_max": 2.466796875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.46875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.46875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 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": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1119.13 }, "im_clarity_mean": 1119.13, "im_clarity_min": 1119.13, "im_clarity_max": 1119.13, "im_luma": { "jpg": 140.43 }, "im_luma_mean": 140.43, "im_luma_min": 140.43, "im_luma_max": 140.43, "im_saturation": { "jpg": 67.61 }, "im_saturation_mean": 67.61, "im_saturation_min": 67.61, "im_saturation_max": 67.61, "im_entropy": { "jpg": 7.31 }, "im_entropy_mean": 7.31, "im_entropy_min": 7.31, "im_entropy_max": 7.31, "unifilter_score_qwen2_5_1_5b": -0.437255859375, "unifilter_score_qwen3_0_6b": 4.734375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9426054892929624, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.01944697174152837, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 0.010318696695213965, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9007055759429932, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.007668834179639816, "language_detection_annotation_nllb_2_lan": "it", "language_detection_annotation_nllb_2_score": 0.006193521898239851, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.7738539576530457, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.3207370936870575, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.4851260185241699, "text_quality_nvidia_edu_nemotron4_score": 0.75341796875, "text_quality_nvidia_edu_mixtral_score": 0.322265625, "text_quality_dclmbaseline_fasttext_score": 0.9959709048271179, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 1.1324882507324219e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0001869797706604004, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 7.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.21875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.71875, "within_sample_repetition_detection": 10.0 }, "26": { "detoxify": 0, "length_chars": 160, "length_tokens": 1876, "length_tokens_text_only": 85, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8447625131318064, "iqa_live_min": 0.8447625131318064, "iqa_live_max": 0.8447625131318064, "iqa_csiq_mean": 0.976627767086029, "iqa_csiq_min": 0.976627767086029, "iqa_csiq_max": 0.976627767086029, "iqa_tid2013_mean": 0.6329581472608777, "iqa_tid2013_min": 0.6329581472608777, "iqa_tid2013_max": 0.6329581472608777, "iqa_kadid10k_mean": 0.6661224365234375, "iqa_kadid10k_min": 0.6661224365234375, "iqa_kadid10k_max": 0.6661224365234375, "iqa_flive_mean": 0.7063891478259154, "iqa_flive_min": 0.7063891478259154, "iqa_flive_max": 0.7063891478259154, "iqa_spaq_mean": 0.6605572941327337, "iqa_spaq_min": 0.6605572941327337, "iqa_spaq_max": 0.6605572941327337, "iqa_clive_mean": 0.6370122119633839, "iqa_clive_min": 0.6370122119633839, "iqa_clive_max": 0.6370122119633839, "iqa_koniq10k_mean": 0.6901152639678031, "iqa_koniq10k_min": 0.6901152639678031, "iqa_koniq10k_max": 0.6901152639678031, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "fr", "score": 1.0815734071057449e-19 }, { "lang": "tl", "score": 2.8908942002512074e-20 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9150568842887878 }, { "lang": "it", "score": 0.010525969788432121 }, { "lang": "pt", "score": 0.00601190747693181 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8447625131318064, "iqa_v2_live_min": 0.8447625131318064, "iqa_v2_live_max": 0.8447625131318064, "iqa_v2_csiq_mean": 0.976627767086029, "iqa_v2_csiq_min": 0.976627767086029, "iqa_v2_csiq_max": 0.976627767086029, "iqa_v2_tid2013_mean": 0.6329581472608777, "iqa_v2_tid2013_min": 0.6329581472608777, "iqa_v2_tid2013_max": 0.6329581472608777, "iqa_v2_kadid10k_mean": 0.6661224365234375, "iqa_v2_kadid10k_min": 0.6661224365234375, "iqa_v2_kadid10k_max": 0.6661224365234375, "iqa_v2_flive_mean": 0.7063891478259154, "iqa_v2_flive_min": 0.7063891478259154, "iqa_v2_flive_max": 0.7063891478259154, "iqa_v2_spaq_mean": 0.6605572941327337, "iqa_v2_spaq_min": 0.6605572941327337, "iqa_v2_spaq_max": 0.6605572941327337, "iqa_v2_clive_mean": 0.6369332978219697, "iqa_v2_clive_min": 0.6369332978219697, "iqa_v2_clive_max": 0.6369332978219697, "iqa_v2_koniq10k_mean": 0.6901152639678031, "iqa_v2_koniq10k_min": 0.6901152639678031, "iqa_v2_koniq10k_max": 0.6901152639678031, "imdecont": { "jpg": 0.3612382411956787 }, "imdecont_image_match": { "jpg": 181131 }, "imdecont_max": 0.3612382411956787, "imdecont_mean": 0.3612382411956787, "imdecont_min": 0.3612382411956787, "clip_score_clip_vitl14_224_prev_turn_only_min": 35.21875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 35.21875, "clip_score_clip_vitl14_224_prev_turn_only_max": 35.21875, "clip_score_dfn_public_prev_turn_only_min": 2.65625, "clip_score_dfn_public_prev_turn_only_mean": 2.65625, "clip_score_dfn_public_prev_turn_only_max": 2.65625, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.59375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.59375, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.59375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 29.875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 29.875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 29.875, "clip_score_clip_vitl14_224_next_turn_only_min": 17.640625, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.640625, "clip_score_clip_vitl14_224_next_turn_only_max": 17.640625, "clip_score_dfn_public_next_turn_only_min": 0.76611328125, "clip_score_dfn_public_next_turn_only_mean": 0.76611328125, "clip_score_dfn_public_next_turn_only_max": 0.76611328125, "clip_score_siglip2_b16_224_next_turn_only_min": -10.4375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.4375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.4375, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.0625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.0625, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 35.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 35.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 35.21875, "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": 4.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 30.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 30.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 30.03125, "im_height": { "jpg": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2643.2 }, "im_clarity_mean": 2643.2, "im_clarity_min": 2643.2, "im_clarity_max": 2643.2, "im_luma": { "jpg": 155.64 }, "im_luma_mean": 155.64, "im_luma_min": 155.64, "im_luma_max": 155.64, "im_saturation": { "jpg": 52.95 }, "im_saturation_mean": 52.95, "im_saturation_min": 52.95, "im_saturation_max": 52.95, "im_entropy": { "jpg": 7.71 }, "im_entropy_mean": 7.71, "im_entropy_min": 7.71, "im_entropy_max": 7.71, "unifilter_score_qwen2_5_1_5b": -0.3603515625, "unifilter_score_qwen3_0_6b": -0.46337890625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "fr", "language_detection_annotation_lingua_1_score": 1.0815734071057449e-19, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 2.8908942002512074e-20, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9150568842887878, "language_detection_annotation_nllb_1_lan": "it", "language_detection_annotation_nllb_1_score": 0.010525969788432121, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.00601190747693181, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7258531451225281, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.4458214342594147, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9660862684249878, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.6689107418060303, "text_quality_dolma3_fasttext_score": 0.9914398789405823, "custom_fasttext_val_fasttext_score": 0.0003343820571899414, "custom_fasttext_core_fasttext_score": 0.00027757883071899414, "custom_fasttext_val_clean_fasttext_score": 0.002823173999786377, "custom_fasttext_core_clean_fasttext_score": 0.002405405044555664, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 8.0 }, "22": { "detoxify": 0, "length_chars": 127, "length_tokens": 3405, "length_tokens_text_only": 78, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7377549373742306, "iqa_live_min": 0.7377549373742306, "iqa_live_max": 0.7377549373742306, "iqa_csiq_mean": 0.795719563961029, "iqa_csiq_min": 0.795719563961029, "iqa_csiq_max": 0.795719563961029, "iqa_tid2013_mean": 0.4705368147956, "iqa_tid2013_min": 0.4705368147956, "iqa_tid2013_max": 0.4705368147956, "iqa_kadid10k_mean": 0.452880859375, "iqa_kadid10k_min": 0.452880859375, "iqa_kadid10k_max": 0.452880859375, "iqa_flive_mean": 0.7076912311592488, "iqa_flive_min": 0.7076912311592488, "iqa_flive_max": 0.7076912311592488, "iqa_spaq_mean": 0.6008982032236427, "iqa_spaq_min": 0.6008982032236427, "iqa_spaq_max": 0.6008982032236427, "iqa_clive_mean": 0.5958190686774977, "iqa_clive_min": 0.5958190686774977, "iqa_clive_max": 0.5958190686774977, "iqa_koniq10k_mean": 0.6492377387152778, "iqa_koniq10k_min": 0.6492377387152778, "iqa_koniq10k_max": 0.6492377387152778, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9072660489258454 }, { "lang": "tl", "score": 0.02722669743453742 }, { "lang": "fr", "score": 0.008293882491910499 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9427204132080078 }, { "lang": "pt", "score": 0.006820815149694681 }, { "lang": "de", "score": 0.003943081013858318 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7377549373742306, "iqa_v2_live_min": 0.7377549373742306, "iqa_v2_live_max": 0.7377549373742306, "iqa_v2_csiq_mean": 0.795719563961029, "iqa_v2_csiq_min": 0.795719563961029, "iqa_v2_csiq_max": 0.795719563961029, "iqa_v2_tid2013_mean": 0.4705503781636556, "iqa_v2_tid2013_min": 0.4705503781636556, "iqa_v2_tid2013_max": 0.4705503781636556, "iqa_v2_kadid10k_mean": 0.4527587890625, "iqa_v2_kadid10k_min": 0.4527587890625, "iqa_v2_kadid10k_max": 0.4527587890625, "iqa_v2_flive_mean": 0.7077306882299559, "iqa_v2_flive_min": 0.7077306882299559, "iqa_v2_flive_max": 0.7077306882299559, "iqa_v2_spaq_mean": 0.6006614607994003, "iqa_v2_spaq_min": 0.6006614607994003, "iqa_v2_spaq_max": 0.6006614607994003, "iqa_v2_clive_mean": 0.5957401545360835, "iqa_v2_clive_min": 0.5957401545360835, "iqa_v2_clive_max": 0.5957401545360835, "iqa_v2_koniq10k_mean": 0.6490799104324495, "iqa_v2_koniq10k_min": 0.6490799104324495, "iqa_v2_koniq10k_max": 0.6490799104324495, "imdecont": { "jpg": 0.20737147331237793 }, "imdecont_image_match": { "jpg": 218552 }, "imdecont_max": 0.20737147331237793, "imdecont_mean": 0.20737147331237793, "imdecont_min": 0.20737147331237793, "clip_score_clip_vitl14_224_prev_turn_only_min": 15.8359375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 15.8359375, "clip_score_clip_vitl14_224_prev_turn_only_max": 15.8359375, "clip_score_dfn_public_prev_turn_only_min": 0.5517578125, "clip_score_dfn_public_prev_turn_only_mean": 0.5517578125, "clip_score_dfn_public_prev_turn_only_max": 0.5517578125, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.1875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.1875, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.1875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 15.234375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 15.234375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 15.234375, "clip_score_clip_vitl14_224_next_turn_only_min": 16.203125, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.203125, "clip_score_clip_vitl14_224_next_turn_only_max": 16.203125, "clip_score_dfn_public_next_turn_only_min": -0.52392578125, "clip_score_dfn_public_next_turn_only_mean": -0.52392578125, "clip_score_dfn_public_next_turn_only_max": -0.52392578125, "clip_score_siglip2_b16_224_next_turn_only_min": -9.765625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.765625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.765625, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.2109375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.2109375, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.2109375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 15.8671875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 15.8671875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 15.8671875, "clip_score_dfn_public_prev_and_next_turn_min": 0.6865234375, "clip_score_dfn_public_prev_and_next_turn_mean": 0.6865234375, "clip_score_dfn_public_prev_and_next_turn_max": 0.6865234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.0625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.0625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.0625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 14.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 14.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 14.90625, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 666 }, "im_width_mean": 666.0, "im_width_min": 666, "im_width_max": 666, "im_ar": { "jpg": 0.8325 }, "im_ar_mean": 0.8325, "im_ar_min": 0.8325, "im_ar_max": 0.8325, "im_kilobytes": { "jpg": 1560.94 }, "im_kilobytes_mean": 1560.94, "im_kilobytes_min": 1560.94, "im_kilobytes_max": 1560.94, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1999.25 }, "im_clarity_mean": 1999.25, "im_clarity_min": 1999.25, "im_clarity_max": 1999.25, "im_luma": { "jpg": 132.26 }, "im_luma_mean": 132.26, "im_luma_min": 132.26, "im_luma_max": 132.26, "im_saturation": { "jpg": 64.11 }, "im_saturation_mean": 64.11, "im_saturation_min": 64.11, "im_saturation_max": 64.11, "im_entropy": { "jpg": 7.47 }, "im_entropy_mean": 7.47, "im_entropy_min": 7.47, "im_entropy_max": 7.47, "unifilter_score_qwen2_5_1_5b": -0.5263671875, "unifilter_score_qwen3_0_6b": -0.007465362548828125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9072660489258454, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.02722669743453742, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 0.008293882491910499, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9427204132080078, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.006820815149694681, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.003943081013858318, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7273502945899963, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.4807247221469879, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9873629808425903, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9999974966049194, "text_quality_dolma3_fasttext_score": 0.9882970452308655, "custom_fasttext_val_fasttext_score": 8.0108642578125e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0003044605255126953, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 4.0 }, "21": { "detoxify": 0, "length_chars": 215, "length_tokens": 1890, "length_tokens_text_only": 98, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7394910484853416, "iqa_live_min": 0.7394910484853416, "iqa_live_max": 0.7394910484853416, "iqa_csiq_mean": 0.824039876461029, "iqa_csiq_min": 0.824039876461029, "iqa_csiq_max": 0.824039876461029, "iqa_tid2013_mean": 0.5002541542053223, "iqa_tid2013_min": 0.5002541542053223, "iqa_tid2013_max": 0.5002541542053223, "iqa_kadid10k_mean": 0.506103515625, "iqa_kadid10k_min": 0.506103515625, "iqa_kadid10k_max": 0.506103515625, "iqa_flive_mean": 0.7124655367148044, "iqa_flive_min": 0.7124655367148044, "iqa_flive_max": 0.7124655367148044, "iqa_spaq_mean": 0.6254405012034407, "iqa_spaq_min": 0.6254405012034407, "iqa_spaq_max": 0.6254405012034407, "iqa_clive_mean": 0.5254671116067906, "iqa_clive_min": 0.5254671116067906, "iqa_clive_max": 0.5254671116067906, "iqa_koniq10k_mean": 0.6692819306344697, "iqa_koniq10k_min": 0.6692819306344697, "iqa_koniq10k_max": 0.6692819306344697, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "tl", "score": 1.0046178484117107e-18 }, { "lang": "de", "score": 8.822723190942878e-20 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8859070539474487 }, { "lang": "id", "score": 0.0071549867279827595 }, { "lang": "fr", "score": 0.004606340546160936 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.7394910484853416, "iqa_v2_live_min": 0.7394910484853416, "iqa_v2_live_max": 0.7394910484853416, "iqa_v2_csiq_mean": 0.824039876461029, "iqa_v2_csiq_min": 0.824039876461029, "iqa_v2_csiq_max": 0.824039876461029, "iqa_v2_tid2013_mean": 0.5002541542053223, "iqa_v2_tid2013_min": 0.5002541542053223, "iqa_v2_tid2013_max": 0.5002541542053223, "iqa_v2_kadid10k_mean": 0.506103515625, "iqa_v2_kadid10k_min": 0.506103515625, "iqa_v2_kadid10k_max": 0.506103515625, "iqa_v2_flive_mean": 0.7124655367148044, "iqa_v2_flive_min": 0.7124655367148044, "iqa_v2_flive_max": 0.7124655367148044, "iqa_v2_spaq_mean": 0.6254405012034407, "iqa_v2_spaq_min": 0.6254405012034407, "iqa_v2_spaq_max": 0.6254405012034407, "iqa_v2_clive_mean": 0.5254671116067906, "iqa_v2_clive_min": 0.5254671116067906, "iqa_v2_clive_max": 0.5254671116067906, "iqa_v2_koniq10k_mean": 0.6692819306344697, "iqa_v2_koniq10k_min": 0.6692819306344697, "iqa_v2_koniq10k_max": 0.6692819306344697, "imdecont": { "jpg": 0.30036062002182007 }, "imdecont_image_match": { "jpg": 262301 }, "imdecont_max": 0.30036062002182007, "imdecont_mean": 0.30036062002182007, "imdecont_min": 0.30036062002182007, "clip_score_clip_vitl14_224_prev_turn_only_min": 36.0, "clip_score_clip_vitl14_224_prev_turn_only_mean": 36.0, "clip_score_clip_vitl14_224_prev_turn_only_max": 36.0, "clip_score_dfn_public_prev_turn_only_min": 2.564453125, "clip_score_dfn_public_prev_turn_only_mean": 2.564453125, "clip_score_dfn_public_prev_turn_only_max": 2.564453125, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.34375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.34375, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.34375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.375, "clip_score_clip_vitl14_224_next_turn_only_min": 16.515625, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.515625, "clip_score_clip_vitl14_224_next_turn_only_max": 16.515625, "clip_score_dfn_public_next_turn_only_min": 0.10589599609375, "clip_score_dfn_public_next_turn_only_mean": 0.10589599609375, "clip_score_dfn_public_next_turn_only_max": 0.10589599609375, "clip_score_siglip2_b16_224_next_turn_only_min": -10.828125, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.828125, "clip_score_siglip2_b16_224_next_turn_only_max": -10.828125, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.828125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.828125, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 36.0, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 36.0, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 36.0, "clip_score_dfn_public_prev_and_next_turn_min": 2.650390625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.650390625, "clip_score_dfn_public_prev_and_next_turn_max": 2.650390625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.515625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.515625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.59375, "im_height": { "jpg": 476 }, "im_height_mean": 476.0, "im_height_min": 476, "im_height_max": 476, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.7332 }, "im_ar_mean": 1.7332, "im_ar_min": 1.7332, "im_ar_max": 1.7332, "im_kilobytes": { "jpg": 1150.49 }, "im_kilobytes_mean": 1150.49, "im_kilobytes_min": 1150.49, "im_kilobytes_max": 1150.49, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3378.45 }, "im_clarity_mean": 3378.45, "im_clarity_min": 3378.45, "im_clarity_max": 3378.45, "im_luma": { "jpg": 115.94 }, "im_luma_mean": 115.94, "im_luma_min": 115.94, "im_luma_max": 115.94, "im_saturation": { "jpg": 60.28 }, "im_saturation_mean": 60.28, "im_saturation_min": 60.28, "im_saturation_max": 60.28, "im_entropy": { "jpg": 7.64 }, "im_entropy_mean": 7.64, "im_entropy_min": 7.64, "im_entropy_max": 7.64, "unifilter_score_qwen2_5_1_5b": 0.77294921875, "unifilter_score_qwen3_0_6b": -1.466796875, "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": 1.0046178484117107e-18, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 8.822723190942878e-20, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8859070539474487, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.0071549867279827595, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.004606340546160936, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.9374976754188538, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.7322829961776733, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.41605865955352783, "text_quality_nvidia_edu_nemotron4_score": 0.007080078125, "text_quality_nvidia_edu_mixtral_score": 0.08563232421875, "text_quality_dclmbaseline_fasttext_score": 0.842206597328186, "text_quality_dolma3_fasttext_score": 0.40974849462509155, "custom_fasttext_val_fasttext_score": 0.004608094692230225, "custom_fasttext_core_fasttext_score": 0.00020939111709594727, "custom_fasttext_val_clean_fasttext_score": 0.01001739501953125, "custom_fasttext_core_clean_fasttext_score": 0.004516541957855225, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 3.59375, "within_sample_repetition_detection": 4.0 }, "23": { "detoxify": 1, "length_chars": 128, "length_tokens": 1868, "length_tokens_text_only": 76, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7985188262631194, "iqa_live_min": 0.7985188262631194, "iqa_live_max": 0.7985188262631194, "iqa_csiq_mean": 0.890934407711029, "iqa_csiq_min": 0.890934407711029, "iqa_csiq_max": 0.890934407711029, "iqa_tid2013_mean": 0.6072420014275445, "iqa_tid2013_min": 0.6072420014275445, "iqa_tid2013_max": 0.6072420014275445, "iqa_kadid10k_mean": 0.696258544921875, "iqa_kadid10k_min": 0.696258544921875, "iqa_kadid10k_max": 0.696258544921875, "iqa_flive_mean": 0.7243026579269256, "iqa_flive_min": 0.7243026579269256, "iqa_flive_max": 0.7243026579269256, "iqa_spaq_mean": 0.7090105769610164, "iqa_spaq_min": 0.7090105769610164, "iqa_spaq_max": 0.7090105769610164, "iqa_clive_mean": 0.7332874644886365, "iqa_clive_min": 0.7332874644886365, "iqa_clive_max": 0.7332874644886365, "iqa_koniq10k_mean": 0.68948395083649, "iqa_koniq10k_min": 0.68948395083649, "iqa_koniq10k_max": 0.68948395083649, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9598554695572662 }, { "lang": "tl", "score": 0.010828618208048398 }, { "lang": "fr", "score": 0.009327657060764185 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.960664689540863 }, { "lang": "nl", "score": 0.0024658257607370615 }, { "lang": "fr", "score": 0.0021429709158837795 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7985188262631194, "iqa_v2_live_min": 0.7985188262631194, "iqa_v2_live_max": 0.7985188262631194, "iqa_v2_csiq_mean": 0.890934407711029, "iqa_v2_csiq_min": 0.890934407711029, "iqa_v2_csiq_max": 0.890934407711029, "iqa_v2_tid2013_mean": 0.6072420014275445, "iqa_v2_tid2013_min": 0.6072420014275445, "iqa_v2_tid2013_max": 0.6072420014275445, "iqa_v2_kadid10k_mean": 0.69622802734375, "iqa_v2_kadid10k_min": 0.69622802734375, "iqa_v2_kadid10k_max": 0.69622802734375, "iqa_v2_flive_mean": 0.7243026579269256, "iqa_v2_flive_min": 0.7243026579269256, "iqa_v2_flive_max": 0.7243026579269256, "iqa_v2_spaq_mean": 0.7090105769610164, "iqa_v2_spaq_min": 0.7090105769610164, "iqa_v2_spaq_max": 0.7090105769610164, "iqa_v2_clive_mean": 0.7331296362058082, "iqa_v2_clive_min": 0.7331296362058082, "iqa_v2_clive_max": 0.7331296362058082, "iqa_v2_koniq10k_mean": 0.68948395083649, "iqa_v2_koniq10k_min": 0.68948395083649, "iqa_v2_koniq10k_max": 0.68948395083649, "imdecont": { "jpg": 0.3397599458694458 }, "imdecont_image_match": { "jpg": 265821 }, "imdecont_max": 0.3397599458694458, "imdecont_mean": 0.3397599458694458, "imdecont_min": 0.3397599458694458, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.21875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.21875, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.21875, "clip_score_dfn_public_prev_turn_only_min": 2.923828125, "clip_score_dfn_public_prev_turn_only_mean": 2.923828125, "clip_score_dfn_public_prev_turn_only_max": 2.923828125, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.03125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.03125, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.03125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.859375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.859375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.859375, "clip_score_clip_vitl14_224_next_turn_only_min": 19.0, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.0, "clip_score_clip_vitl14_224_next_turn_only_max": 19.0, "clip_score_dfn_public_next_turn_only_min": -0.05059814453125, "clip_score_dfn_public_next_turn_only_mean": -0.05059814453125, "clip_score_dfn_public_next_turn_only_max": -0.05059814453125, "clip_score_siglip2_b16_224_next_turn_only_min": -9.703125, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.703125, "clip_score_siglip2_b16_224_next_turn_only_max": -9.703125, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.109375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.109375, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.109375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.59375, "clip_score_dfn_public_prev_and_next_turn_min": 3.53515625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.53515625, "clip_score_dfn_public_prev_and_next_turn_max": 3.53515625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.046875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.046875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 28.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.25, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3337.45 }, "im_clarity_mean": 3337.45, "im_clarity_min": 3337.45, "im_clarity_max": 3337.45, "im_luma": { "jpg": 101.93 }, "im_luma_mean": 101.93, "im_luma_min": 101.93, "im_luma_max": 101.93, "im_saturation": { "jpg": 54.01 }, "im_saturation_mean": 54.01, "im_saturation_min": 54.01, "im_saturation_max": 54.01, "im_entropy": { "jpg": 7.11 }, "im_entropy_mean": 7.11, "im_entropy_min": 7.11, "im_entropy_max": 7.11, "unifilter_score_qwen2_5_1_5b": -0.1904296875, "unifilter_score_qwen3_0_6b": -5.85546875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9598554695572662, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.010828618208048398, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 0.009327657060764185, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.960664689540863, "language_detection_annotation_nllb_1_lan": "nl", "language_detection_annotation_nllb_1_score": 0.0024658257607370615, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.0021429709158837795, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.411708801984787, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5492513179779053, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9688748717308044, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.982187032699585, "text_quality_dolma3_fasttext_score": 0.9951916337013245, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 7.152557373046875e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.3125, "within_sample_repetition_detection": 10.0 }, "16": { "detoxify": 1, "length_chars": 147, "length_tokens": 1874, "length_tokens_text_only": 82, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7838407959600892, "iqa_live_min": 0.7838407959600892, "iqa_live_max": 0.7838407959600892, "iqa_csiq_mean": 0.929264485836029, "iqa_csiq_min": 0.929264485836029, "iqa_csiq_max": 0.929264485836029, "iqa_tid2013_mean": 0.5159605344136555, "iqa_tid2013_min": 0.5159605344136555, "iqa_tid2013_max": 0.5159605344136555, "iqa_kadid10k_mean": 0.623748779296875, "iqa_kadid10k_min": 0.623748779296875, "iqa_kadid10k_max": 0.623748779296875, "iqa_flive_mean": 0.6990895897451074, "iqa_flive_min": 0.6990895897451074, "iqa_flive_max": 0.6990895897451074, "iqa_spaq_mean": 0.6277290113044508, "iqa_spaq_min": 0.6277290113044508, "iqa_spaq_max": 0.6277290113044508, "iqa_clive_mean": 0.6725235755997475, "iqa_clive_min": 0.6725235755997475, "iqa_clive_max": 0.6725235755997475, "iqa_koniq10k_mean": 0.7084233447758839, "iqa_koniq10k_min": 0.7084233447758839, "iqa_koniq10k_max": 0.7084233447758839, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9721052975351511 }, { "lang": "tl", "score": 0.00913918411538687 }, { "lang": "nb", "score": 0.0022968614719761386 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9351121187210083 }, { "lang": "de", "score": 0.005779508501291275 }, { "lang": "fr", "score": 0.005435910075902939 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7839986242429174, "iqa_v2_live_min": 0.7839986242429174, "iqa_v2_live_max": 0.7839986242429174, "iqa_v2_csiq_mean": 0.929264485836029, "iqa_v2_csiq_min": 0.929264485836029, "iqa_v2_csiq_max": 0.929264485836029, "iqa_v2_tid2013_mean": 0.5159469710456001, "iqa_v2_tid2013_min": 0.5159469710456001, "iqa_v2_tid2013_max": 0.5159469710456001, "iqa_v2_kadid10k_mean": 0.623779296875, "iqa_v2_kadid10k_min": 0.623779296875, "iqa_v2_kadid10k_max": 0.623779296875, "iqa_v2_flive_mean": 0.6990895897451074, "iqa_v2_flive_min": 0.6990895897451074, "iqa_v2_flive_max": 0.6990895897451074, "iqa_v2_spaq_mean": 0.6277290113044508, "iqa_v2_spaq_min": 0.6277290113044508, "iqa_v2_spaq_max": 0.6277290113044508, "iqa_v2_clive_mean": 0.6725235755997475, "iqa_v2_clive_min": 0.6725235755997475, "iqa_v2_clive_max": 0.6725235755997475, "iqa_v2_koniq10k_mean": 0.7084233447758839, "iqa_v2_koniq10k_min": 0.7084233447758839, "iqa_v2_koniq10k_max": 0.7084233447758839, "imdecont": { "jpg": 0.2241426706314087 }, "imdecont_image_match": { "jpg": 265891 }, "imdecont_max": 0.2241426706314087, "imdecont_mean": 0.2241426706314087, "imdecont_min": 0.2241426706314087, "clip_score_clip_vitl14_224_prev_turn_only_min": 12.09375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 12.09375, "clip_score_clip_vitl14_224_prev_turn_only_max": 12.09375, "clip_score_dfn_public_prev_turn_only_min": 0.2244873046875, "clip_score_dfn_public_prev_turn_only_mean": 0.2244873046875, "clip_score_dfn_public_prev_turn_only_max": 0.2244873046875, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.296875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.296875, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.296875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 13.4609375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 13.4609375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 13.4609375, "clip_score_clip_vitl14_224_next_turn_only_min": 10.734375, "clip_score_clip_vitl14_224_next_turn_only_mean": 10.734375, "clip_score_clip_vitl14_224_next_turn_only_max": 10.734375, "clip_score_dfn_public_next_turn_only_min": 0.1007080078125, "clip_score_dfn_public_next_turn_only_mean": 0.1007080078125, "clip_score_dfn_public_next_turn_only_max": 0.1007080078125, "clip_score_siglip2_b16_224_next_turn_only_min": -10.171875, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.171875, "clip_score_siglip2_b16_224_next_turn_only_max": -10.171875, "clip_score_longclip_vitl14_224_next_turn_only_min": 11.7578125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 11.7578125, "clip_score_longclip_vitl14_224_next_turn_only_max": 11.7578125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 12.6796875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 12.6796875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 12.6796875, "clip_score_dfn_public_prev_and_next_turn_min": 0.28662109375, "clip_score_dfn_public_prev_and_next_turn_mean": 0.28662109375, "clip_score_dfn_public_prev_and_next_turn_max": 0.28662109375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.6875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.6875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 13.6484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 13.6484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 13.6484375, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 533 }, "im_width_mean": 533.0, "im_width_min": 533, "im_width_max": 533, "im_ar": { "jpg": 0.6663 }, "im_ar_mean": 0.6663, "im_ar_min": 0.6663, "im_ar_max": 0.6663, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2563.61 }, "im_clarity_mean": 2563.61, "im_clarity_min": 2563.61, "im_clarity_max": 2563.61, "im_luma": { "jpg": 152.36 }, "im_luma_mean": 152.36, "im_luma_min": 152.36, "im_luma_max": 152.36, "im_saturation": { "jpg": 35.79 }, "im_saturation_mean": 35.79, "im_saturation_min": 35.79, "im_saturation_max": 35.79, "im_entropy": { "jpg": 7.46 }, "im_entropy_mean": 7.46, "im_entropy_min": 7.46, "im_entropy_max": 7.46, "unifilter_score_qwen2_5_1_5b": -0.68115234375, "unifilter_score_qwen3_0_6b": 1.1435546875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9721052975351511, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.00913918411538687, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 0.0022968614719761386, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9351121187210083, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.005779508501291275, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.005435910075902939, "text_quality_weborganizer_topic_label": "Social Life", "text_quality_weborganizer_topic_score": 0.441095232963562, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.6057390570640564, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.4738273024559021, "text_quality_nvidia_edu_nemotron4_score": 0.007793426513671875, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9624637365341187, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 2.288818359375e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0005618929862976074, "custom_fasttext_core_clean_fasttext_score": 0.00044590234756469727, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.28125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.21875, "within_sample_repetition_detection": 8.0 }, "29": { "detoxify": 1, "length_chars": 204, "length_tokens": 1881, "length_tokens_text_only": 89, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7745289272732205, "iqa_live_min": 0.7745289272732205, "iqa_live_max": 0.7745289272732205, "iqa_csiq_mean": 0.977116048336029, "iqa_csiq_min": 0.977116048336029, "iqa_csiq_max": 0.977116048336029, "iqa_tid2013_mean": 0.6023591889275445, "iqa_tid2013_min": 0.6023591889275445, "iqa_tid2013_max": 0.6023591889275445, "iqa_kadid10k_mean": 0.6448335647583008, "iqa_kadid10k_min": 0.6448335647583008, "iqa_kadid10k_max": 0.6448335647583008, "iqa_flive_mean": 0.7210671781289457, "iqa_flive_min": 0.7210671781289457, "iqa_flive_max": 0.7210671781289457, "iqa_spaq_mean": 0.6976469405973801, "iqa_spaq_min": 0.6976469405973801, "iqa_spaq_max": 0.6976469405973801, "iqa_clive_mean": 0.7192407473169192, "iqa_clive_min": 0.7192407473169192, "iqa_clive_max": 0.7192407473169192, "iqa_koniq10k_mean": 0.7223122336647728, "iqa_koniq10k_min": 0.7223122336647728, "iqa_koniq10k_max": 0.7223122336647728, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 9.094700030404098e-25 }, { "lang": "da", "score": 5.535727835166054e-25 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7997551560401917 }, { "lang": "de", "score": 0.013161798007786274 }, { "lang": "fr", "score": 0.007830416783690453 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7745289272732205, "iqa_v2_live_min": 0.7745289272732205, "iqa_v2_live_max": 0.7745289272732205, "iqa_v2_csiq_mean": 0.977116048336029, "iqa_v2_csiq_min": 0.977116048336029, "iqa_v2_csiq_max": 0.977116048336029, "iqa_v2_tid2013_mean": 0.6023591889275445, "iqa_v2_tid2013_min": 0.6023591889275445, "iqa_v2_tid2013_max": 0.6023591889275445, "iqa_v2_kadid10k_mean": 0.6447820663452148, "iqa_v2_kadid10k_min": 0.6447820663452148, "iqa_v2_kadid10k_max": 0.6447820663452148, "iqa_v2_flive_mean": 0.7210671781289457, "iqa_v2_flive_min": 0.7210671781289457, "iqa_v2_flive_max": 0.7210671781289457, "iqa_v2_spaq_mean": 0.6976469405973801, "iqa_v2_spaq_min": 0.6976469405973801, "iqa_v2_spaq_max": 0.6976469405973801, "iqa_v2_clive_mean": 0.7192407473169192, "iqa_v2_clive_min": 0.7192407473169192, "iqa_v2_clive_max": 0.7192407473169192, "iqa_v2_koniq10k_mean": 0.7223122336647728, "iqa_v2_koniq10k_min": 0.7223122336647728, "iqa_v2_koniq10k_max": 0.7223122336647728, "imdecont": { "jpg": 0.326238751411438 }, "imdecont_image_match": { "jpg": 265859 }, "imdecont_max": 0.326238751411438, "imdecont_mean": 0.326238751411438, "imdecont_min": 0.326238751411438, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.515625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.515625, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.515625, "clip_score_dfn_public_prev_turn_only_min": 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": 4.5625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.5625, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.5625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 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": 17.390625, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.390625, "clip_score_clip_vitl14_224_next_turn_only_max": 17.390625, "clip_score_dfn_public_next_turn_only_min": 1.6640625, "clip_score_dfn_public_next_turn_only_mean": 1.6640625, "clip_score_dfn_public_next_turn_only_max": 1.6640625, "clip_score_siglip2_b16_224_next_turn_only_min": -9.859375, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.859375, "clip_score_siglip2_b16_224_next_turn_only_max": -9.859375, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.375, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.203125, "clip_score_dfn_public_prev_and_next_turn_min": 1.9736328125, "clip_score_dfn_public_prev_and_next_turn_mean": 1.9736328125, "clip_score_dfn_public_prev_and_next_turn_max": 1.9736328125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.390625, "im_height": { "jpg": 533 }, "im_height_mean": 533.0, "im_height_min": 533, "im_height_max": 533, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.5009 }, "im_ar_mean": 1.5009, "im_ar_min": 1.5009, "im_ar_max": 1.5009, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4217.31 }, "im_clarity_mean": 4217.31, "im_clarity_min": 4217.31, "im_clarity_max": 4217.31, "im_luma": { "jpg": 138.63 }, "im_luma_mean": 138.63, "im_luma_min": 138.63, "im_luma_max": 138.63, "im_saturation": { "jpg": 55.94 }, "im_saturation_mean": 55.94, "im_saturation_min": 55.94, "im_saturation_max": 55.94, "im_entropy": { "jpg": 7.01 }, "im_entropy_mean": 7.01, "im_entropy_min": 7.01, "im_entropy_max": 7.01, "unifilter_score_qwen2_5_1_5b": -0.378173828125, "unifilter_score_qwen3_0_6b": -2.240234375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 9.094700030404098e-25, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 5.535727835166054e-25, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7997551560401917, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.013161798007786274, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.007830416783690453, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.9937573671340942, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.7036135196685791, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9726529121398926, "text_quality_nvidia_edu_nemotron4_score": 0.51171875, "text_quality_nvidia_edu_mixtral_score": 0.2462158203125, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0011415481567382812, "custom_fasttext_core_fasttext_score": 0.00035703182220458984, "custom_fasttext_val_clean_fasttext_score": 0.0012333393096923828, "custom_fasttext_core_clean_fasttext_score": 0.0004023909568786621, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 5.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 3.875, "within_sample_repetition_detection": 4.0 }, "32": { "detoxify": 1, "length_chars": 108, "length_tokens": 1861, "length_tokens_text_only": 69, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7467511494954426, "iqa_live_min": 0.7467511494954426, "iqa_live_max": 0.7467511494954426, "iqa_csiq_mean": 0.880924642086029, "iqa_csiq_min": 0.880924642086029, "iqa_csiq_max": 0.880924642086029, "iqa_tid2013_mean": 0.5739846229553223, "iqa_tid2013_min": 0.5739846229553223, "iqa_tid2013_max": 0.5739846229553223, "iqa_kadid10k_mean": 0.55584716796875, "iqa_kadid10k_min": 0.55584716796875, "iqa_kadid10k_max": 0.55584716796875, "iqa_flive_mean": 0.7216984912602589, "iqa_flive_min": 0.7216984912602589, "iqa_flive_max": 0.7216984912602589, "iqa_spaq_mean": 0.6474575466579862, "iqa_spaq_min": 0.6474575466579862, "iqa_spaq_max": 0.6474575466579862, "iqa_clive_mean": 0.6025267706976997, "iqa_clive_min": 0.6025267706976997, "iqa_clive_max": 0.6025267706976997, "iqa_koniq10k_mean": 0.687274354876894, "iqa_koniq10k_min": 0.687274354876894, "iqa_koniq10k_max": 0.687274354876894, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9610060908707372 }, { "lang": "tl", "score": 0.010111958902573286 }, { "lang": "de", "score": 0.004962954499712572 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9506107568740845 }, { "lang": "nl", "score": 0.0028051789849996567 }, { "lang": "id", "score": 0.0028034686110913754 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7467511494954426, "iqa_v2_live_min": 0.7467511494954426, "iqa_v2_live_max": 0.7467511494954426, "iqa_v2_csiq_mean": 0.880924642086029, "iqa_v2_csiq_min": 0.880924642086029, "iqa_v2_csiq_max": 0.880924642086029, "iqa_v2_tid2013_mean": 0.5739303694831001, "iqa_v2_tid2013_min": 0.5739303694831001, "iqa_v2_tid2013_max": 0.5739303694831001, "iqa_v2_kadid10k_mean": 0.55584716796875, "iqa_v2_kadid10k_min": 0.55584716796875, "iqa_v2_kadid10k_max": 0.55584716796875, "iqa_v2_flive_mean": 0.7216984912602589, "iqa_v2_flive_min": 0.7216984912602589, "iqa_v2_flive_max": 0.7216984912602589, "iqa_v2_spaq_mean": 0.6474575466579862, "iqa_v2_spaq_min": 0.6474575466579862, "iqa_v2_spaq_max": 0.6474575466579862, "iqa_v2_clive_mean": 0.6025267706976997, "iqa_v2_clive_min": 0.6025267706976997, "iqa_v2_clive_max": 0.6025267706976997, "iqa_v2_koniq10k_mean": 0.687274354876894, "iqa_v2_koniq10k_min": 0.687274354876894, "iqa_v2_koniq10k_max": 0.687274354876894, "imdecont": { "jpg": 0.30551159381866455 }, "imdecont_image_match": { "jpg": 265929 }, "imdecont_max": 0.30551159381866455, "imdecont_mean": 0.30551159381866455, "imdecont_min": 0.30551159381866455, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.4375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.4375, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.4375, "clip_score_dfn_public_prev_turn_only_min": 4.55078125, "clip_score_dfn_public_prev_turn_only_mean": 4.55078125, "clip_score_dfn_public_prev_turn_only_max": 4.55078125, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.734375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.734375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.734375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.25, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.25, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.25, "clip_score_clip_vitl14_224_next_turn_only_min": 18.90625, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.90625, "clip_score_clip_vitl14_224_next_turn_only_max": 18.90625, "clip_score_dfn_public_next_turn_only_min": -0.2587890625, "clip_score_dfn_public_next_turn_only_mean": -0.2587890625, "clip_score_dfn_public_next_turn_only_max": -0.2587890625, "clip_score_siglip2_b16_224_next_turn_only_min": -10.5703125, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.5703125, "clip_score_siglip2_b16_224_next_turn_only_max": -10.5703125, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.828125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.828125, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.640625, "clip_score_dfn_public_prev_and_next_turn_min": 4.52734375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.52734375, "clip_score_dfn_public_prev_and_next_turn_max": 4.52734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.140625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.140625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.140625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.03125, "im_height": { "jpg": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1510.61 }, "im_clarity_mean": 1510.61, "im_clarity_min": 1510.61, "im_clarity_max": 1510.61, "im_luma": { "jpg": 147.01 }, "im_luma_mean": 147.01, "im_luma_min": 147.01, "im_luma_max": 147.01, "im_saturation": { "jpg": 62.82 }, "im_saturation_mean": 62.82, "im_saturation_min": 62.82, "im_saturation_max": 62.82, "im_entropy": { "jpg": 7.56 }, "im_entropy_mean": 7.56, "im_entropy_min": 7.56, "im_entropy_max": 7.56, "unifilter_score_qwen2_5_1_5b": 0.23486328125, "unifilter_score_qwen3_0_6b": 2.671875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9610060908707372, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.010111958902573286, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 0.004962954499712572, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9506107568740845, "language_detection_annotation_nllb_1_lan": "nl", "language_detection_annotation_nllb_1_score": 0.0028051789849996567, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.0028034686110913754, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.55646151304245, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.20587588846683502, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9815962910652161, "text_quality_nvidia_edu_nemotron4_score": 0.054779052734375, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.0002675652503967285, "text_quality_dolma3_fasttext_score": 0.00240933895111084, "custom_fasttext_val_fasttext_score": 1.52587890625e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 3.3020973205566406e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.65625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.84375, "within_sample_repetition_detection": 10.0 }, "31": { "detoxify": 1, "length_chars": 135, "length_tokens": 3406, "length_tokens_text_only": 78, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6324045585863518, "iqa_live_min": 0.6324045585863518, "iqa_live_max": 0.6324045585863518, "iqa_csiq_mean": 0.871891438961029, "iqa_csiq_min": 0.871891438961029, "iqa_csiq_max": 0.871891438961029, "iqa_tid2013_mean": 0.39456839031643337, "iqa_tid2013_min": 0.39456839031643337, "iqa_tid2013_max": 0.39456839031643337, "iqa_kadid10k_mean": 0.4417724609375, "iqa_kadid10k_min": 0.4417724609375, "iqa_kadid10k_max": 0.4417724609375, "iqa_flive_mean": 0.6558347759824811, "iqa_flive_min": 0.6558347759824811, "iqa_flive_max": 0.6558347759824811, "iqa_spaq_mean": 0.5382403749408144, "iqa_spaq_min": 0.5382403749408144, "iqa_spaq_max": 0.5382403749408144, "iqa_clive_mean": 0.47907453594785754, "iqa_clive_min": 0.47907453594785754, "iqa_clive_max": 0.47907453594785754, "iqa_koniq10k_mean": 0.561958736843533, "iqa_koniq10k_min": 0.561958736843533, "iqa_koniq10k_max": 0.561958736843533, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8865245513722066 }, { "lang": "tl", "score": 0.015619642615958038 }, { "lang": "nb", "score": 0.009934876867389713 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9700804948806763 }, { "lang": "de", "score": 0.0035928741563111544 }, { "lang": "fr", "score": 0.0025018160231411457 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6324045585863518, "iqa_v2_live_min": 0.6324045585863518, "iqa_v2_live_max": 0.6324045585863518, "iqa_v2_csiq_mean": 0.871891438961029, "iqa_v2_csiq_min": 0.871891438961029, "iqa_v2_csiq_max": 0.871891438961029, "iqa_v2_tid2013_mean": 0.39456839031643337, "iqa_v2_tid2013_min": 0.39456839031643337, "iqa_v2_tid2013_max": 0.39456839031643337, "iqa_v2_kadid10k_mean": 0.4417724609375, "iqa_v2_kadid10k_min": 0.4417724609375, "iqa_v2_kadid10k_max": 0.4417724609375, "iqa_v2_flive_mean": 0.6558347759824811, "iqa_v2_flive_min": 0.6558347759824811, "iqa_v2_flive_max": 0.6558347759824811, "iqa_v2_spaq_mean": 0.5382403749408144, "iqa_v2_spaq_min": 0.5382403749408144, "iqa_v2_spaq_max": 0.5382403749408144, "iqa_v2_clive_mean": 0.4790744974155619, "iqa_v2_clive_min": 0.4790744974155619, "iqa_v2_clive_max": 0.4790744974155619, "iqa_v2_koniq10k_mean": 0.561958736843533, "iqa_v2_koniq10k_min": 0.561958736843533, "iqa_v2_koniq10k_max": 0.561958736843533, "imdecont": { "jpg": 0.24638402462005615 }, "imdecont_image_match": { "jpg": 217934 }, "imdecont_max": 0.24638402462005615, "imdecont_mean": 0.24638402462005615, "imdecont_min": 0.24638402462005615, "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": 4.17578125, "clip_score_dfn_public_prev_turn_only_mean": 4.17578125, "clip_score_dfn_public_prev_turn_only_max": 4.17578125, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.5, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.5, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.5, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.34375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.34375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.34375, "clip_score_clip_vitl14_224_next_turn_only_min": 17.734375, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.734375, "clip_score_clip_vitl14_224_next_turn_only_max": 17.734375, "clip_score_dfn_public_next_turn_only_min": -0.27880859375, "clip_score_dfn_public_next_turn_only_mean": -0.27880859375, "clip_score_dfn_public_next_turn_only_max": -0.27880859375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.5, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.5, "clip_score_siglip2_b16_224_next_turn_only_max": -9.5, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.265625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.265625, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 16.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 16.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 16.921875, "clip_score_dfn_public_prev_and_next_turn_min": 3.83984375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.83984375, "clip_score_dfn_public_prev_and_next_turn_max": 3.83984375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 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": 601 }, "im_height_mean": 601.0, "im_height_min": 601, "im_height_max": 601, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.3727 }, "im_ar_mean": 1.3727, "im_ar_min": 1.3727, "im_ar_max": 1.3727, "im_kilobytes": { "jpg": 1452.61 }, "im_kilobytes_mean": 1452.61, "im_kilobytes_min": 1452.61, "im_kilobytes_max": 1452.61, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1119.53 }, "im_clarity_mean": 1119.53, "im_clarity_min": 1119.53, "im_clarity_max": 1119.53, "im_luma": { "jpg": 142.89 }, "im_luma_mean": 142.89, "im_luma_min": 142.89, "im_luma_max": 142.89, "im_saturation": { "jpg": 33.98 }, "im_saturation_mean": 33.98, "im_saturation_min": 33.98, "im_saturation_max": 33.98, "im_entropy": { "jpg": 7.67 }, "im_entropy_mean": 7.67, "im_entropy_min": 7.67, "im_entropy_max": 7.67, "unifilter_score_qwen2_5_1_5b": -1.8583984375, "unifilter_score_qwen3_0_6b": -2.06640625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8865245513722066, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.015619642615958038, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 0.009934876867389713, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9700804948806763, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.0035928741563111544, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.0025018160231411457, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8497800230979919, "text_quality_weborganizer_format_label": "Creative Writing", "text_quality_weborganizer_format_score": 0.3233165442943573, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.6031267642974854, "text_quality_nvidia_edu_nemotron4_score": 0.043731689453125, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.6059725284576416, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 3.7670135498046875e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0005106329917907715, "custom_fasttext_core_clean_fasttext_score": 0.0002658963203430176, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 3.5, "within_sample_repetition_detection": 4.0 }, "36": { "detoxify": 1, "length_chars": 186, "length_tokens": 1882, "length_tokens_text_only": 91, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7230769070712002, "iqa_live_min": 0.7230769070712002, "iqa_live_max": 0.7230769070712002, "iqa_csiq_mean": 0.874088704586029, "iqa_csiq_min": 0.874088704586029, "iqa_csiq_max": 0.874088704586029, "iqa_tid2013_mean": 0.5324264632331001, "iqa_tid2013_min": 0.5324264632331001, "iqa_tid2013_max": 0.5324264632331001, "iqa_kadid10k_mean": 0.62432861328125, "iqa_kadid10k_min": 0.62432861328125, "iqa_kadid10k_max": 0.62432861328125, "iqa_flive_mean": 0.6742710922703599, "iqa_flive_min": 0.6742710922703599, "iqa_flive_max": 0.6742710922703599, "iqa_spaq_mean": 0.5710686577690973, "iqa_spaq_min": 0.5710686577690973, "iqa_spaq_max": 0.5710686577690973, "iqa_clive_mean": 0.5732496242330533, "iqa_clive_min": 0.5732496242330533, "iqa_clive_max": 0.5732496242330533, "iqa_koniq10k_mean": 0.6243009085607047, "iqa_koniq10k_min": 0.6243009085607047, "iqa_koniq10k_max": 0.6243009085607047, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "eo", "score": 6.429035568672581e-24 }, { "lang": "tl", "score": 1.15243922282419e-24 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9163498878479004 }, { "lang": "vi", "score": 0.004168779123574495 }, { "lang": "de", "score": 0.0040642693638801575 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7230769070712002, "iqa_v2_live_min": 0.7230769070712002, "iqa_v2_live_max": 0.7230769070712002, "iqa_v2_csiq_mean": 0.874088704586029, "iqa_v2_csiq_min": 0.874088704586029, "iqa_v2_csiq_max": 0.874088704586029, "iqa_v2_tid2013_mean": 0.5324264632331001, "iqa_v2_tid2013_min": 0.5324264632331001, "iqa_v2_tid2013_max": 0.5324264632331001, "iqa_v2_kadid10k_mean": 0.624359130859375, "iqa_v2_kadid10k_min": 0.624359130859375, "iqa_v2_kadid10k_max": 0.624359130859375, "iqa_v2_flive_mean": 0.6742513637350064, "iqa_v2_flive_min": 0.6742513637350064, "iqa_v2_flive_max": 0.6742513637350064, "iqa_v2_spaq_mean": 0.5711870289812185, "iqa_v2_spaq_min": 0.5711870289812185, "iqa_v2_spaq_max": 0.5711870289812185, "iqa_v2_clive_mean": 0.5733285383744674, "iqa_v2_clive_min": 0.5733285383744674, "iqa_v2_clive_max": 0.5733285383744674, "iqa_v2_koniq10k_mean": 0.6243009085607047, "iqa_v2_koniq10k_min": 0.6243009085607047, "iqa_v2_koniq10k_max": 0.6243009085607047, "imdecont": { "jpg": 0.3594890832901001 }, "imdecont_image_match": { "jpg": 262303 }, "imdecont_max": 0.3594890832901001, "imdecont_mean": 0.3594890832901001, "imdecont_min": 0.3594890832901001, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.546875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.546875, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.546875, "clip_score_dfn_public_prev_turn_only_min": 0.2744140625, "clip_score_dfn_public_prev_turn_only_mean": 0.2744140625, "clip_score_dfn_public_prev_turn_only_max": 0.2744140625, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.4375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.4375, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.4375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 16.15625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 16.15625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 16.15625, "clip_score_clip_vitl14_224_next_turn_only_min": 14.2578125, "clip_score_clip_vitl14_224_next_turn_only_mean": 14.2578125, "clip_score_clip_vitl14_224_next_turn_only_max": 14.2578125, "clip_score_dfn_public_next_turn_only_min": 0.16064453125, "clip_score_dfn_public_next_turn_only_mean": 0.16064453125, "clip_score_dfn_public_next_turn_only_max": 0.16064453125, "clip_score_siglip2_b16_224_next_turn_only_min": -9.4375, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.4375, "clip_score_siglip2_b16_224_next_turn_only_max": -9.4375, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.390625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.390625, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 16.53125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 16.53125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 16.53125, "clip_score_dfn_public_prev_and_next_turn_min": 0.078125, "clip_score_dfn_public_prev_and_next_turn_mean": 0.078125, "clip_score_dfn_public_prev_and_next_turn_max": 0.078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.1875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.1875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 16.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 16.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 16.09375, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 551 }, "im_width_mean": 551.0, "im_width_min": 551, "im_width_max": 551, "im_ar": { "jpg": 0.6887 }, "im_ar_mean": 0.6887, "im_ar_min": 0.6887, "im_ar_max": 0.6887, "im_kilobytes": { "jpg": 1291.41 }, "im_kilobytes_mean": 1291.41, "im_kilobytes_min": 1291.41, "im_kilobytes_max": 1291.41, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2284.74 }, "im_clarity_mean": 2284.74, "im_clarity_min": 2284.74, "im_clarity_max": 2284.74, "im_luma": { "jpg": 69.69 }, "im_luma_mean": 69.69, "im_luma_min": 69.69, "im_luma_max": 69.69, "im_saturation": { "jpg": 78.96 }, "im_saturation_mean": 78.96, "im_saturation_min": 78.96, "im_saturation_max": 78.96, "im_entropy": { "jpg": 6.73 }, "im_entropy_mean": 6.73, "im_entropy_min": 6.73, "im_entropy_max": 6.73, "unifilter_score_qwen2_5_1_5b": -1.0771484375, "unifilter_score_qwen3_0_6b": 1.9853515625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "eo", "language_detection_annotation_lingua_1_score": 6.429035568672581e-24, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.15243922282419e-24, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9163498878479004, "language_detection_annotation_nllb_1_lan": "vi", "language_detection_annotation_nllb_1_score": 0.004168779123574495, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.0040642693638801575, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.71784907579422, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.49167805910110474, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9961826205253601, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.09413063526153564, "text_quality_dolma3_fasttext_score": 0.00465470552444458, "custom_fasttext_val_fasttext_score": 0.0010790824890136719, "custom_fasttext_core_fasttext_score": 0.0001830458641052246, "custom_fasttext_val_clean_fasttext_score": 0.004998981952667236, "custom_fasttext_core_clean_fasttext_score": 0.0003648996353149414, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 9.0 }, "19": { "detoxify": 1, "length_chars": 168, "length_tokens": 1875, "length_tokens_text_only": 83, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7743710989903922, "iqa_live_min": 0.7743710989903922, "iqa_live_max": 0.7743710989903922, "iqa_csiq_mean": 0.920231282711029, "iqa_csiq_min": 0.920231282711029, "iqa_csiq_max": 0.920231282711029, "iqa_tid2013_mean": 0.5921052826775445, "iqa_tid2013_min": 0.5921052826775445, "iqa_tid2013_max": 0.5921052826775445, "iqa_kadid10k_mean": 0.57916259765625, "iqa_kadid10k_min": 0.57916259765625, "iqa_kadid10k_max": 0.57916259765625, "iqa_flive_mean": 0.6885150947956125, "iqa_flive_min": 0.6885150947956125, "iqa_flive_max": 0.6885150947956125, "iqa_spaq_mean": 0.6870724456478852, "iqa_spaq_min": 0.6870724456478852, "iqa_spaq_max": 0.6870724456478852, "iqa_clive_mean": 0.7097710503472223, "iqa_clive_min": 0.7097710503472223, "iqa_clive_max": 0.7097710503472223, "iqa_koniq10k_mean": 0.6594965770991162, "iqa_koniq10k_min": 0.6594965770991162, "iqa_koniq10k_max": 0.6594965770991162, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "tl", "score": 6.286772107380192e-23 }, { "lang": "da", "score": 5.2229862754820226e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8543840050697327 }, { "lang": "de", "score": 0.010065064765512943 }, { "lang": "es", "score": 0.008713237941265106 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7743710989903922, "iqa_v2_live_min": 0.7743710989903922, "iqa_v2_live_max": 0.7743710989903922, "iqa_v2_csiq_mean": 0.920231282711029, "iqa_v2_csiq_min": 0.920231282711029, "iqa_v2_csiq_max": 0.920231282711029, "iqa_v2_tid2013_mean": 0.5920510292053223, "iqa_v2_tid2013_min": 0.5920510292053223, "iqa_v2_tid2013_max": 0.5920510292053223, "iqa_v2_kadid10k_mean": 0.57916259765625, "iqa_v2_kadid10k_min": 0.57916259765625, "iqa_v2_kadid10k_max": 0.57916259765625, "iqa_v2_flive_mean": 0.6884756377249054, "iqa_v2_flive_min": 0.6884756377249054, "iqa_v2_flive_max": 0.6884756377249054, "iqa_v2_spaq_mean": 0.6870724456478852, "iqa_v2_spaq_min": 0.6870724456478852, "iqa_v2_spaq_max": 0.6870724456478852, "iqa_v2_clive_mean": 0.7097710503472223, "iqa_v2_clive_min": 0.7097710503472223, "iqa_v2_clive_max": 0.7097710503472223, "iqa_v2_koniq10k_mean": 0.6594965770991162, "iqa_v2_koniq10k_min": 0.6594965770991162, "iqa_v2_koniq10k_max": 0.6594965770991162, "imdecont": { "jpg": 0.27776896953582764 }, "imdecont_image_match": { "jpg": 265959 }, "imdecont_max": 0.27776896953582764, "imdecont_mean": 0.27776896953582764, "imdecont_min": 0.27776896953582764, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.375, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.375, "clip_score_dfn_public_prev_turn_only_min": 3.892578125, "clip_score_dfn_public_prev_turn_only_mean": 3.892578125, "clip_score_dfn_public_prev_turn_only_max": 3.892578125, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.09375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.09375, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.09375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.46875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.46875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.46875, "clip_score_clip_vitl14_224_next_turn_only_min": 18.90625, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.90625, "clip_score_clip_vitl14_224_next_turn_only_max": 18.90625, "clip_score_dfn_public_next_turn_only_min": -0.49169921875, "clip_score_dfn_public_next_turn_only_mean": -0.49169921875, "clip_score_dfn_public_next_turn_only_max": -0.49169921875, "clip_score_siglip2_b16_224_next_turn_only_min": -8.8984375, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.8984375, "clip_score_siglip2_b16_224_next_turn_only_max": -8.8984375, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.359375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.359375, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.359375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.171875, "clip_score_dfn_public_prev_and_next_turn_min": 3.912109375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.912109375, "clip_score_dfn_public_prev_and_next_turn_max": 3.912109375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.375, "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": 552 }, "im_height_mean": 552.0, "im_height_min": 552, "im_height_max": 552, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.4493 }, "im_ar_mean": 1.4493, "im_ar_min": 1.4493, "im_ar_max": 1.4493, "im_kilobytes": { "jpg": 1293.75 }, "im_kilobytes_mean": 1293.75, "im_kilobytes_min": 1293.75, "im_kilobytes_max": 1293.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2786.97 }, "im_clarity_mean": 2786.97, "im_clarity_min": 2786.97, "im_clarity_max": 2786.97, "im_luma": { "jpg": 97.24 }, "im_luma_mean": 97.24, "im_luma_min": 97.24, "im_luma_max": 97.24, "im_saturation": { "jpg": 95.67 }, "im_saturation_mean": 95.67, "im_saturation_min": 95.67, "im_saturation_max": 95.67, "im_entropy": { "jpg": 7.32 }, "im_entropy_mean": 7.32, "im_entropy_min": 7.32, "im_entropy_max": 7.32, "unifilter_score_qwen2_5_1_5b": -2.599609375, "unifilter_score_qwen3_0_6b": -0.1837158203125, "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": 6.286772107380192e-23, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 5.2229862754820226e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8543840050697327, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.010065064765512943, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.008713237941265106, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.901605486869812, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.3583589792251587, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.9003149271011353, "text_quality_nvidia_edu_nemotron4_score": 0.056610107421875, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.0007652044296264648, "text_quality_dolma3_fasttext_score": 0.0, "custom_fasttext_val_fasttext_score": 0.001831352710723877, "custom_fasttext_core_fasttext_score": 1.1801719665527344e-05, "custom_fasttext_val_clean_fasttext_score": 0.0011197924613952637, "custom_fasttext_core_clean_fasttext_score": 0.00012552738189697266, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.0625, "within_sample_repetition_detection": 10.0 }, "27": { "detoxify": 1, "length_chars": 373, "length_tokens": 1919, "length_tokens_text_only": 128, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7607978666671599, "iqa_live_min": 0.7607978666671599, "iqa_live_max": 0.7607978666671599, "iqa_csiq_mean": 0.911198079586029, "iqa_csiq_min": 0.911198079586029, "iqa_csiq_max": 0.911198079586029, "iqa_tid2013_mean": 0.5605840153164333, "iqa_tid2013_min": 0.5605840153164333, "iqa_tid2013_max": 0.5605840153164333, "iqa_kadid10k_mean": 0.659393310546875, "iqa_kadid10k_min": 0.659393310546875, "iqa_kadid10k_max": 0.659393310546875, "iqa_flive_mean": 0.7168847286339963, "iqa_flive_min": 0.7168847286339963, "iqa_flive_max": 0.7168847286339963, "iqa_spaq_mean": 0.5989253496882891, "iqa_spaq_min": 0.5989253496882891, "iqa_spaq_max": 0.5989253496882891, "iqa_clive_mean": 0.6786788786300506, "iqa_clive_min": 0.6786788786300506, "iqa_clive_max": 0.6786788786300506, "iqa_koniq10k_mean": 0.6866430417455809, "iqa_koniq10k_min": 0.6866430417455809, "iqa_koniq10k_max": 0.6866430417455809, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "tl", "score": 8.245727693354555e-29 }, { "lang": "la", "score": 1.5970325651009535e-30 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8904190063476562 }, { "lang": "de", "score": 0.00989653542637825 }, { "lang": "es", "score": 0.0060639092698693275 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7607978666671599, "iqa_v2_live_min": 0.7607978666671599, "iqa_v2_live_max": 0.7607978666671599, "iqa_v2_csiq_mean": 0.911198079586029, "iqa_v2_csiq_min": 0.911198079586029, "iqa_v2_csiq_max": 0.911198079586029, "iqa_v2_tid2013_mean": 0.5605840153164333, "iqa_v2_tid2013_min": 0.5605840153164333, "iqa_v2_tid2013_max": 0.5605840153164333, "iqa_v2_kadid10k_mean": 0.65936279296875, "iqa_v2_kadid10k_min": 0.65936279296875, "iqa_v2_kadid10k_max": 0.65936279296875, "iqa_v2_flive_mean": 0.7169241857047034, "iqa_v2_flive_min": 0.7169241857047034, "iqa_v2_flive_max": 0.7169241857047034, "iqa_v2_spaq_mean": 0.5990042638297033, "iqa_v2_spaq_min": 0.5990042638297033, "iqa_v2_spaq_max": 0.5990042638297033, "iqa_v2_clive_mean": 0.6786788786300506, "iqa_v2_clive_min": 0.6786788786300506, "iqa_v2_clive_max": 0.6786788786300506, "iqa_v2_koniq10k_mean": 0.6866430417455809, "iqa_v2_koniq10k_min": 0.6866430417455809, "iqa_v2_koniq10k_max": 0.6866430417455809, "imdecont": { "jpg": 0.3021829128265381 }, "imdecont_image_match": { "jpg": 265788 }, "imdecont_max": 0.3021829128265381, "imdecont_mean": 0.3021829128265381, "imdecont_min": 0.3021829128265381, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.59375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.59375, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.59375, "clip_score_dfn_public_prev_turn_only_min": 2.986328125, "clip_score_dfn_public_prev_turn_only_mean": 2.986328125, "clip_score_dfn_public_prev_turn_only_max": 2.986328125, "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": 28.21875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.21875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.21875, "clip_score_clip_vitl14_224_next_turn_only_min": 17.0625, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.0625, "clip_score_clip_vitl14_224_next_turn_only_max": 17.0625, "clip_score_dfn_public_next_turn_only_min": 0.0986328125, "clip_score_dfn_public_next_turn_only_mean": 0.0986328125, "clip_score_dfn_public_next_turn_only_max": 0.0986328125, "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": 16.328125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.328125, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.328125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.546875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.546875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.546875, "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": 7.9375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 7.9375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 7.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 28.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.203125, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 534 }, "im_width_mean": 534.0, "im_width_min": 534, "im_width_max": 534, "im_ar": { "jpg": 0.6675 }, "im_ar_mean": 0.6675, "im_ar_min": 0.6675, "im_ar_max": 0.6675, "im_kilobytes": { "jpg": 1251.56 }, "im_kilobytes_mean": 1251.56, "im_kilobytes_min": 1251.56, "im_kilobytes_max": 1251.56, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3994.72 }, "im_clarity_mean": 3994.72, "im_clarity_min": 3994.72, "im_clarity_max": 3994.72, "im_luma": { "jpg": 79.95 }, "im_luma_mean": 79.95, "im_luma_min": 79.95, "im_luma_max": 79.95, "im_saturation": { "jpg": 76.93 }, "im_saturation_mean": 76.93, "im_saturation_min": 76.93, "im_saturation_max": 76.93, "im_entropy": { "jpg": 7.26 }, "im_entropy_mean": 7.26, "im_entropy_min": 7.26, "im_entropy_max": 7.26, "unifilter_score_qwen2_5_1_5b": 0.787109375, "unifilter_score_qwen3_0_6b": 1.4208984375, "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": 8.245727693354555e-29, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 1.5970325651009535e-30, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8904190063476562, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.00989653542637825, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.0060639092698693275, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.9898439645767212, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.5142109990119934, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.609041690826416, "text_quality_nvidia_edu_nemotron4_score": 0.67138671875, "text_quality_nvidia_edu_mixtral_score": 0.31103515625, "text_quality_dclmbaseline_fasttext_score": 0.9995306730270386, "text_quality_dolma3_fasttext_score": 0.9999938011169434, "custom_fasttext_val_fasttext_score": 0.02892690896987915, "custom_fasttext_core_fasttext_score": 0.012636661529541016, "custom_fasttext_val_clean_fasttext_score": 0.2235761284828186, "custom_fasttext_core_clean_fasttext_score": 0.20457684993743896, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0625, "within_sample_repetition_detection": 4.0 }, "35": { "detoxify": 1, "length_chars": 129, "length_tokens": 1863, "length_tokens_text_only": 71, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8244026646469579, "iqa_live_min": 0.8244026646469579, "iqa_live_max": 0.8244026646469579, "iqa_csiq_mean": 0.910953938961029, "iqa_csiq_min": 0.910953938961029, "iqa_csiq_max": 0.910953938961029, "iqa_tid2013_mean": 0.6473895708719889, "iqa_tid2013_min": 0.6473895708719889, "iqa_tid2013_max": 0.6473895708719889, "iqa_kadid10k_mean": 0.439453125, "iqa_kadid10k_min": 0.439453125, "iqa_kadid10k_max": 0.439453125, "iqa_flive_mean": 0.7190548675228852, "iqa_flive_min": 0.7190548675228852, "iqa_flive_max": 0.7190548675228852, "iqa_spaq_mean": 0.6018451729206125, "iqa_spaq_min": 0.6018451729206125, "iqa_spaq_max": 0.6018451729206125, "iqa_clive_mean": 0.5532054323138613, "iqa_clive_min": 0.5532054323138613, "iqa_clive_max": 0.5532054323138613, "iqa_koniq10k_mean": 0.6250900499748462, "iqa_koniq10k_min": 0.6250900499748462, "iqa_koniq10k_max": 0.6250900499748462, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9745680586957575 }, { "lang": "tl", "score": 0.005865035821498764 }, { "lang": "de", "score": 0.0027012377670568998 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.6955950260162354 }, { "lang": "de", "score": 0.021591534838080406 }, { "lang": "pt", "score": 0.016426974907517433 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8244026646469579, "iqa_v2_live_min": 0.8244026646469579, "iqa_v2_live_max": 0.8244026646469579, "iqa_v2_csiq_mean": 0.910953938961029, "iqa_v2_csiq_min": 0.910953938961029, "iqa_v2_csiq_max": 0.910953938961029, "iqa_v2_tid2013_mean": 0.6473895708719889, "iqa_v2_tid2013_min": 0.6473895708719889, "iqa_v2_tid2013_max": 0.6473895708719889, "iqa_v2_kadid10k_mean": 0.439453125, "iqa_v2_kadid10k_min": 0.439453125, "iqa_v2_kadid10k_max": 0.439453125, "iqa_v2_flive_mean": 0.7190154104521781, "iqa_v2_flive_min": 0.7190154104521781, "iqa_v2_flive_max": 0.7190154104521781, "iqa_v2_spaq_mean": 0.6018451729206125, "iqa_v2_spaq_min": 0.6018451729206125, "iqa_v2_spaq_max": 0.6018451729206125, "iqa_v2_clive_mean": 0.5532448893845684, "iqa_v2_clive_min": 0.5532448893845684, "iqa_v2_clive_max": 0.5532448893845684, "iqa_v2_koniq10k_mean": 0.6250900499748462, "iqa_v2_koniq10k_min": 0.6250900499748462, "iqa_v2_koniq10k_max": 0.6250900499748462, "imdecont": { "jpg": 0.41203761100769043 }, "imdecont_image_match": { "jpg": 265871 }, "imdecont_max": 0.41203761100769043, "imdecont_mean": 0.41203761100769043, "imdecont_min": 0.41203761100769043, "clip_score_clip_vitl14_224_prev_turn_only_min": 32.0, "clip_score_clip_vitl14_224_prev_turn_only_mean": 32.0, "clip_score_clip_vitl14_224_prev_turn_only_max": 32.0, "clip_score_dfn_public_prev_turn_only_min": 2.802734375, "clip_score_dfn_public_prev_turn_only_mean": 2.802734375, "clip_score_dfn_public_prev_turn_only_max": 2.802734375, "clip_score_siglip2_b16_224_prev_turn_only_min": 8.328125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 8.328125, "clip_score_siglip2_b16_224_prev_turn_only_max": 8.328125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 34.9375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 34.9375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 34.9375, "clip_score_clip_vitl14_224_next_turn_only_min": 16.609375, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.609375, "clip_score_clip_vitl14_224_next_turn_only_max": 16.609375, "clip_score_dfn_public_next_turn_only_min": -0.2734375, "clip_score_dfn_public_next_turn_only_mean": -0.2734375, "clip_score_dfn_public_next_turn_only_max": -0.2734375, "clip_score_siglip2_b16_224_next_turn_only_min": -10.828125, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.828125, "clip_score_siglip2_b16_224_next_turn_only_max": -10.828125, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.578125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.578125, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.578125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 31.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 31.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 31.34375, "clip_score_dfn_public_prev_and_next_turn_min": 3.01171875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.01171875, "clip_score_dfn_public_prev_and_next_turn_max": 3.01171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 7.78125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 7.78125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 7.78125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 34.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 34.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 34.6875, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4166.66 }, "im_clarity_mean": 4166.66, "im_clarity_min": 4166.66, "im_clarity_max": 4166.66, "im_luma": { "jpg": 199.12 }, "im_luma_mean": 199.12, "im_luma_min": 199.12, "im_luma_max": 199.12, "im_saturation": { "jpg": 18.07 }, "im_saturation_mean": 18.07, "im_saturation_min": 18.07, "im_saturation_max": 18.07, "im_entropy": { "jpg": 6.67 }, "im_entropy_mean": 6.67, "im_entropy_min": 6.67, "im_entropy_max": 6.67, "unifilter_score_qwen2_5_1_5b": 1.1689453125, "unifilter_score_qwen3_0_6b": 2.41015625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9745680586957575, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.005865035821498764, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 0.0027012377670568998, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.6955950260162354, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.021591534838080406, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.016426974907517433, "text_quality_weborganizer_topic_label": "Religion", "text_quality_weborganizer_topic_score": 0.9429833292961121, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.3615872859954834, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9996746778488159, "text_quality_nvidia_edu_nemotron4_score": 0.326416015625, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9977394938468933, "text_quality_dolma3_fasttext_score": 0.018643319606781006, "custom_fasttext_val_fasttext_score": 3.3020973205566406e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00034368038177490234, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.34375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 3.46875, "within_sample_repetition_detection": 10.0 }, "38": { "detoxify": 1, "length_chars": 162, "length_tokens": 1876, "length_tokens_text_only": 85, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6976665535358467, "iqa_live_min": 0.6976665535358467, "iqa_live_max": 0.6976665535358467, "iqa_csiq_mean": 0.796940267086029, "iqa_csiq_min": 0.796940267086029, "iqa_csiq_max": 0.796940267086029, "iqa_tid2013_mean": 0.4668611420525445, "iqa_tid2013_min": 0.4668611420525445, "iqa_tid2013_max": 0.4668611420525445, "iqa_kadid10k_mean": 0.3748779296875, "iqa_kadid10k_min": 0.3748779296875, "iqa_kadid10k_max": 0.3748779296875, "iqa_flive_mean": 0.6571960449218751, "iqa_flive_min": 0.6571960449218751, "iqa_flive_max": 0.6571960449218751, "iqa_spaq_mean": 0.5142800687539457, "iqa_spaq_min": 0.5142800687539457, "iqa_spaq_max": 0.5142800687539457, "iqa_clive_mean": 0.4549967833239623, "iqa_clive_min": 0.4549967833239623, "iqa_clive_max": 0.4549967833239623, "iqa_koniq10k_mean": 0.5774259085607047, "iqa_koniq10k_min": 0.5774259085607047, "iqa_koniq10k_max": 0.5774259085607047, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "tl", "score": 4.143870085059078e-17 }, { "lang": "la", "score": 2.464814387464462e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9381853938102722 }, { "lang": "pt", "score": 0.004167741630226374 }, { "lang": "de", "score": 0.003962532617151737 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6976665535358467, "iqa_v2_live_min": 0.6976665535358467, "iqa_v2_live_max": 0.6976665535358467, "iqa_v2_csiq_mean": 0.796940267086029, "iqa_v2_csiq_min": 0.796940267086029, "iqa_v2_csiq_max": 0.796940267086029, "iqa_v2_tid2013_mean": 0.4668611420525445, "iqa_v2_tid2013_min": 0.4668611420525445, "iqa_v2_tid2013_max": 0.4668611420525445, "iqa_v2_kadid10k_mean": 0.3748779296875, "iqa_v2_kadid10k_min": 0.3748779296875, "iqa_v2_kadid10k_max": 0.3748779296875, "iqa_v2_flive_mean": 0.6571960449218751, "iqa_v2_flive_min": 0.6571960449218751, "iqa_v2_flive_max": 0.6571960449218751, "iqa_v2_spaq_mean": 0.5142899330216225, "iqa_v2_spaq_min": 0.5142899330216225, "iqa_v2_spaq_max": 0.5142899330216225, "iqa_v2_clive_mean": 0.45501651185931585, "iqa_v2_clive_min": 0.45501651185931585, "iqa_v2_clive_max": 0.45501651185931585, "iqa_v2_koniq10k_mean": 0.5774259085607047, "iqa_v2_koniq10k_min": 0.5774259085607047, "iqa_v2_koniq10k_max": 0.5774259085607047, "imdecont": { "jpg": 0.30567848682403564 }, "imdecont_image_match": { "jpg": 265986 }, "imdecont_max": 0.30567848682403564, "imdecont_mean": 0.30567848682403564, "imdecont_min": 0.30567848682403564, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.953125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.953125, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.953125, "clip_score_dfn_public_prev_turn_only_min": 3.765625, "clip_score_dfn_public_prev_turn_only_mean": 3.765625, "clip_score_dfn_public_prev_turn_only_max": 3.765625, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.71875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.71875, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.71875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.671875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.671875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.671875, "clip_score_clip_vitl14_224_next_turn_only_min": 17.328125, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.328125, "clip_score_clip_vitl14_224_next_turn_only_max": 17.328125, "clip_score_dfn_public_next_turn_only_min": -0.564453125, "clip_score_dfn_public_next_turn_only_mean": -0.564453125, "clip_score_dfn_public_next_turn_only_max": -0.564453125, "clip_score_siglip2_b16_224_next_turn_only_min": -10.921875, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.921875, "clip_score_siglip2_b16_224_next_turn_only_max": -10.921875, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.515625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.515625, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.375, "clip_score_dfn_public_prev_and_next_turn_min": 3.7109375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.7109375, "clip_score_dfn_public_prev_and_next_turn_max": 3.7109375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.75, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.75, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.4375, "im_height": { "jpg": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2347.38 }, "im_clarity_mean": 2347.38, "im_clarity_min": 2347.38, "im_clarity_max": 2347.38, "im_luma": { "jpg": 138.9 }, "im_luma_mean": 138.9, "im_luma_min": 138.9, "im_luma_max": 138.9, "im_saturation": { "jpg": 50.2 }, "im_saturation_mean": 50.2, "im_saturation_min": 50.2, "im_saturation_max": 50.2, "im_entropy": { "jpg": 7.25 }, "im_entropy_mean": 7.25, "im_entropy_min": 7.25, "im_entropy_max": 7.25, "unifilter_score_qwen2_5_1_5b": 0.1705322265625, "unifilter_score_qwen3_0_6b": 0.98193359375, "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": 4.143870085059078e-17, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 2.464814387464462e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9381853938102722, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.004167741630226374, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.003962532617151737, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.9609839916229248, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.34533190727233887, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.908237099647522, "text_quality_nvidia_edu_nemotron4_score": 0.223388671875, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9754562973976135, "text_quality_dolma3_fasttext_score": 0.988584578037262, "custom_fasttext_val_fasttext_score": 0.0008864998817443848, "custom_fasttext_core_fasttext_score": 7.355213165283203e-05, "custom_fasttext_val_clean_fasttext_score": 0.00022155046463012695, "custom_fasttext_core_clean_fasttext_score": 1.33514404296875e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 9.0 }, "46": { "detoxify": 0, "length_chars": 139, "length_tokens": 1868, "length_tokens_text_only": 77, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.633035871717665, "iqa_live_min": 0.633035871717665, "iqa_live_max": 0.633035871717665, "iqa_csiq_mean": 0.822330892086029, "iqa_csiq_min": 0.822330892086029, "iqa_csiq_max": 0.822330892086029, "iqa_tid2013_mean": 0.4598353173997667, "iqa_tid2013_min": 0.4598353173997667, "iqa_tid2013_max": 0.4598353173997667, "iqa_kadid10k_mean": 0.5872802734375, "iqa_kadid10k_min": 0.5872802734375, "iqa_kadid10k_max": 0.5872802734375, "iqa_flive_mean": 0.6983793624723801, "iqa_flive_min": 0.6983793624723801, "iqa_flive_max": 0.6983793624723801, "iqa_spaq_mean": 0.48269468365293566, "iqa_spaq_min": 0.48269468365293566, "iqa_spaq_max": 0.48269468365293566, "iqa_clive_mean": 0.46625191274315425, "iqa_clive_min": 0.46625191274315425, "iqa_clive_max": 0.46625191274315425, "iqa_koniq10k_mean": 0.5846860095708057, "iqa_koniq10k_min": 0.5846860095708057, "iqa_koniq10k_max": 0.5846860095708057, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.934750065045342 }, { "lang": "eo", "score": 0.014849771602894739 }, { "lang": "tl", "score": 0.01446248374287061 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9241692423820496 }, { "lang": "de", "score": 0.006915625650435686 }, { "lang": "id", "score": 0.003661587368696928 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6329569575762508, "iqa_v2_live_min": 0.6329569575762508, "iqa_v2_live_max": 0.6329569575762508, "iqa_v2_csiq_mean": 0.822086751461029, "iqa_v2_csiq_min": 0.822086751461029, "iqa_v2_csiq_max": 0.822086751461029, "iqa_v2_tid2013_mean": 0.4598353173997667, "iqa_v2_tid2013_min": 0.4598353173997667, "iqa_v2_tid2013_max": 0.4598353173997667, "iqa_v2_kadid10k_mean": 0.587188720703125, "iqa_v2_kadid10k_min": 0.587188720703125, "iqa_v2_kadid10k_max": 0.587188720703125, "iqa_v2_flive_mean": 0.6983793624723801, "iqa_v2_flive_min": 0.6983793624723801, "iqa_v2_flive_max": 0.6983793624723801, "iqa_v2_spaq_mean": 0.4827045479206124, "iqa_v2_spaq_min": 0.4827045479206124, "iqa_v2_spaq_max": 0.4827045479206124, "iqa_v2_clive_mean": 0.4662913698138613, "iqa_v2_clive_min": 0.4662913698138613, "iqa_v2_clive_max": 0.4662913698138613, "iqa_v2_koniq10k_mean": 0.5846860095708057, "iqa_v2_koniq10k_min": 0.5846860095708057, "iqa_v2_koniq10k_max": 0.5846860095708057, "imdecont": { "jpg": 0.29129481315612793 }, "imdecont_image_match": { "jpg": 181028 }, "imdecont_max": 0.29129481315612793, "imdecont_mean": 0.29129481315612793, "imdecont_min": 0.29129481315612793, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.4375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.4375, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.4375, "clip_score_dfn_public_prev_turn_only_min": 3.283203125, "clip_score_dfn_public_prev_turn_only_mean": 3.283203125, "clip_score_dfn_public_prev_turn_only_max": 3.283203125, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.09375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.09375, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.09375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.3125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.3125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.3125, "clip_score_clip_vitl14_224_next_turn_only_min": 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": 0.77587890625, "clip_score_dfn_public_next_turn_only_mean": 0.77587890625, "clip_score_dfn_public_next_turn_only_max": 0.77587890625, "clip_score_siglip2_b16_224_next_turn_only_min": -10.796875, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.796875, "clip_score_siglip2_b16_224_next_turn_only_max": -10.796875, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.0859375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.0859375, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.0859375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.875, "clip_score_dfn_public_prev_and_next_turn_min": 3.40625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.40625, "clip_score_dfn_public_prev_and_next_turn_max": 3.40625, "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": 27.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.21875, "im_height": { "jpg": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1379.25 }, "im_clarity_mean": 1379.25, "im_clarity_min": 1379.25, "im_clarity_max": 1379.25, "im_luma": { "jpg": 45.46 }, "im_luma_mean": 45.46, "im_luma_min": 45.46, "im_luma_max": 45.46, "im_saturation": { "jpg": 140.64 }, "im_saturation_mean": 140.64, "im_saturation_min": 140.64, "im_saturation_max": 140.64, "im_entropy": { "jpg": 6.21 }, "im_entropy_mean": 6.21, "im_entropy_min": 6.21, "im_entropy_max": 6.21, "unifilter_score_qwen2_5_1_5b": -2.0078125, "unifilter_score_qwen3_0_6b": 0.0550537109375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.934750065045342, "language_detection_annotation_lingua_1_lan": "eo", "language_detection_annotation_lingua_1_score": 0.014849771602894739, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.01446248374287061, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9241692423820496, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.006915625650435686, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.003661587368696928, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.8909289836883545, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.627206027507782, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.6104117631912231, "text_quality_nvidia_edu_nemotron4_score": 0.25537109375, "text_quality_nvidia_edu_mixtral_score": 0.1103515625, "text_quality_dclmbaseline_fasttext_score": 0.9967160820960999, "text_quality_dolma3_fasttext_score": 0.9976177215576172, "custom_fasttext_val_fasttext_score": 0.0004013180732727051, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0004532337188720703, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.1875, "within_sample_repetition_detection": 8.0 }, "39": { "detoxify": 0, "length_chars": 123, "length_tokens": 3409, "length_tokens_text_only": 81, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.806094583838877, "iqa_live_min": 0.806094583838877, "iqa_live_max": 0.806094583838877, "iqa_csiq_mean": 0.938541829586029, "iqa_csiq_min": 0.938541829586029, "iqa_csiq_max": 0.938541829586029, "iqa_tid2013_mean": 0.5797354910108777, "iqa_tid2013_min": 0.5797354910108777, "iqa_tid2013_max": 0.5797354910108777, "iqa_kadid10k_mean": 0.61199951171875, "iqa_kadid10k_min": 0.61199951171875, "iqa_kadid10k_max": 0.61199951171875, "iqa_flive_mean": 0.699405246310764, "iqa_flive_min": 0.699405246310764, "iqa_flive_max": 0.699405246310764, "iqa_spaq_mean": 0.6140768648398044, "iqa_spaq_min": 0.6140768648398044, "iqa_spaq_max": 0.6140768648398044, "iqa_clive_mean": 0.5545864297886088, "iqa_clive_min": 0.5545864297886088, "iqa_clive_max": 0.5545864297886088, "iqa_koniq10k_mean": 0.6347175752273714, "iqa_koniq10k_min": 0.6347175752273714, "iqa_koniq10k_max": 0.6347175752273714, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9629840264962318 }, { "lang": "tl", "score": 0.011284893268443872 }, { "lang": "nl", "score": 0.003907266054352682 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9013792276382446 }, { "lang": "fr", "score": 0.010812216438353062 }, { "lang": "nl", "score": 0.0063798073679208755 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.806094583838877, "iqa_v2_live_min": 0.806094583838877, "iqa_v2_live_max": 0.806094583838877, "iqa_v2_csiq_mean": 0.938541829586029, "iqa_v2_csiq_min": 0.938541829586029, "iqa_v2_csiq_max": 0.938541829586029, "iqa_v2_tid2013_mean": 0.5797897444831001, "iqa_v2_tid2013_min": 0.5797897444831001, "iqa_v2_tid2013_max": 0.5797897444831001, "iqa_v2_kadid10k_mean": 0.61199951171875, "iqa_v2_kadid10k_min": 0.61199951171875, "iqa_v2_kadid10k_max": 0.61199951171875, "iqa_v2_flive_mean": 0.6993657892400569, "iqa_v2_flive_min": 0.6993657892400569, "iqa_v2_flive_max": 0.6993657892400569, "iqa_v2_spaq_mean": 0.6139979506983902, "iqa_v2_spaq_min": 0.6139979506983902, "iqa_v2_spaq_max": 0.6139979506983902, "iqa_v2_clive_mean": 0.5546258868593159, "iqa_v2_clive_min": 0.5546258868593159, "iqa_v2_clive_max": 0.5546258868593159, "iqa_v2_koniq10k_mean": 0.6347175752273714, "iqa_v2_koniq10k_min": 0.6347175752273714, "iqa_v2_koniq10k_max": 0.6347175752273714, "imdecont": { "jpg": 0.27440351247787476 }, "imdecont_image_match": { "jpg": 265975 }, "imdecont_max": 0.27440351247787476, "imdecont_mean": 0.27440351247787476, "imdecont_min": 0.27440351247787476, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.859375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.859375, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.859375, "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": 2.453125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.453125, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.453125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.546875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.546875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.546875, "clip_score_clip_vitl14_224_next_turn_only_min": 18.03125, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.03125, "clip_score_clip_vitl14_224_next_turn_only_max": 18.03125, "clip_score_dfn_public_next_turn_only_min": 1.2041015625, "clip_score_dfn_public_next_turn_only_mean": 1.2041015625, "clip_score_dfn_public_next_turn_only_max": 1.2041015625, "clip_score_siglip2_b16_224_next_turn_only_min": -10.0, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.0, "clip_score_siglip2_b16_224_next_turn_only_max": -10.0, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.671875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.671875, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.671875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.421875, "clip_score_dfn_public_prev_and_next_turn_min": 1.3818359375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.3818359375, "clip_score_dfn_public_prev_and_next_turn_max": 1.3818359375, "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": 17.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 17.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 17.53125, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 597 }, "im_width_mean": 597.0, "im_width_min": 597, "im_width_max": 597, "im_ar": { "jpg": 0.7462 }, "im_ar_mean": 0.7462, "im_ar_min": 0.7462, "im_ar_max": 0.7462, "im_kilobytes": { "jpg": 1399.22 }, "im_kilobytes_mean": 1399.22, "im_kilobytes_min": 1399.22, "im_kilobytes_max": 1399.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1318.98 }, "im_clarity_mean": 1318.98, "im_clarity_min": 1318.98, "im_clarity_max": 1318.98, "im_luma": { "jpg": 170.19 }, "im_luma_mean": 170.19, "im_luma_min": 170.19, "im_luma_max": 170.19, "im_saturation": { "jpg": 81.01 }, "im_saturation_mean": 81.01, "im_saturation_min": 81.01, "im_saturation_max": 81.01, "im_entropy": { "jpg": 7.56 }, "im_entropy_mean": 7.56, "im_entropy_min": 7.56, "im_entropy_max": 7.56, "unifilter_score_qwen2_5_1_5b": -1.4833984375, "unifilter_score_qwen3_0_6b": -0.3173828125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9629840264962318, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.011284893268443872, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.003907266054352682, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9013792276382446, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.010812216438353062, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.0063798073679208755, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7007887363433838, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.3451957106590271, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9985793828964233, "text_quality_nvidia_edu_nemotron4_score": 0.160400390625, "text_quality_nvidia_edu_mixtral_score": 0.14794921875, "text_quality_dclmbaseline_fasttext_score": 0.25248825550079346, "text_quality_dolma3_fasttext_score": 0.0021780729293823242, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 4.172325134277344e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.71875, "within_sample_repetition_detection": 10.0 }, "45": { "detoxify": 1, "length_chars": 76, "length_tokens": 1856, "length_tokens_text_only": 65, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6558420585863518, "iqa_live_min": 0.6558420585863518, "iqa_live_max": 0.6558420585863518, "iqa_csiq_mean": 0.779118001461029, "iqa_csiq_min": 0.779118001461029, "iqa_csiq_max": 0.779118001461029, "iqa_tid2013_mean": 0.3687437375386556, "iqa_tid2013_min": 0.3687437375386556, "iqa_tid2013_max": 0.3687437375386556, "iqa_kadid10k_mean": 0.3895263671875, "iqa_kadid10k_min": 0.3895263671875, "iqa_kadid10k_max": 0.3895263671875, "iqa_flive_mean": 0.7170030998461174, "iqa_flive_min": 0.7170030998461174, "iqa_flive_max": 0.7170030998461174, "iqa_spaq_mean": 0.5299543900923296, "iqa_spaq_min": 0.5299543900923296, "iqa_spaq_max": 0.5299543900923296, "iqa_clive_mean": 0.43455802069769967, "iqa_clive_min": 0.43455802069769967, "iqa_clive_max": 0.43455802069769967, "iqa_koniq10k_mean": 0.613252928762725, "iqa_koniq10k_min": 0.613252928762725, "iqa_koniq10k_max": 0.613252928762725, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8426130171946565 }, { "lang": "tl", "score": 0.02730607209551863 }, { "lang": "da", "score": 0.013386723744951519 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8865729570388794 }, { "lang": "hi", "score": 0.00811324268579483 }, { "lang": "id", "score": 0.006947093643248081 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6558420585863518, "iqa_v2_live_min": 0.6558420585863518, "iqa_v2_live_max": 0.6558420585863518, "iqa_v2_csiq_mean": 0.779118001461029, "iqa_v2_csiq_min": 0.779118001461029, "iqa_v2_csiq_max": 0.779118001461029, "iqa_v2_tid2013_mean": 0.3687437375386556, "iqa_v2_tid2013_min": 0.3687437375386556, "iqa_v2_tid2013_max": 0.3687437375386556, "iqa_v2_kadid10k_mean": 0.3895263671875, "iqa_v2_kadid10k_min": 0.3895263671875, "iqa_v2_kadid10k_max": 0.3895263671875, "iqa_v2_flive_mean": 0.7170030998461174, "iqa_v2_flive_min": 0.7170030998461174, "iqa_v2_flive_max": 0.7170030998461174, "iqa_v2_spaq_mean": 0.5299543900923296, "iqa_v2_spaq_min": 0.5299543900923296, "iqa_v2_spaq_max": 0.5299543900923296, "iqa_v2_clive_mean": 0.43455802069769967, "iqa_v2_clive_min": 0.43455802069769967, "iqa_v2_clive_max": 0.43455802069769967, "iqa_v2_koniq10k_mean": 0.613252928762725, "iqa_v2_koniq10k_min": 0.613252928762725, "iqa_v2_koniq10k_max": 0.613252928762725, "imdecont": { "jpg": 0.35994529724121094 }, "imdecont_image_match": { "jpg": 205402 }, "imdecont_max": 0.35994529724121094, "imdecont_mean": 0.35994529724121094, "imdecont_min": 0.35994529724121094, "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": 0.06097412109375, "clip_score_dfn_public_prev_turn_only_mean": 0.06097412109375, "clip_score_dfn_public_prev_turn_only_max": 0.06097412109375, "clip_score_siglip2_b16_224_prev_turn_only_min": -7.1796875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -7.1796875, "clip_score_siglip2_b16_224_prev_turn_only_max": -7.1796875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 12.03125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 12.03125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 12.03125, "clip_score_clip_vitl14_224_next_turn_only_min": 15.296875, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.296875, "clip_score_clip_vitl14_224_next_turn_only_max": 15.296875, "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": -9.609375, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.609375, "clip_score_siglip2_b16_224_next_turn_only_max": -9.609375, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.8515625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.8515625, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.8515625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 13.5859375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 13.5859375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 13.5859375, "clip_score_dfn_public_prev_and_next_turn_min": 0.2352294921875, "clip_score_dfn_public_prev_and_next_turn_mean": 0.2352294921875, "clip_score_dfn_public_prev_and_next_turn_max": 0.2352294921875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -7.34375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -7.34375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -7.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 9.8671875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 9.8671875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 9.8671875, "im_height": { "jpg": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 266 }, "im_width_mean": 266.0, "im_width_min": 266, "im_width_max": 266, "im_ar": { "jpg": 0.665 }, "im_ar_mean": 0.665, "im_ar_min": 0.665, "im_ar_max": 0.665, "im_kilobytes": { "jpg": 311.72 }, "im_kilobytes_mean": 311.72, "im_kilobytes_min": 311.72, "im_kilobytes_max": 311.72, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1439.59 }, "im_clarity_mean": 1439.59, "im_clarity_min": 1439.59, "im_clarity_max": 1439.59, "im_luma": { "jpg": 251.29 }, "im_luma_mean": 251.29, "im_luma_min": 251.29, "im_luma_max": 251.29, "im_saturation": { "jpg": 0.15 }, "im_saturation_mean": 0.15, "im_saturation_min": 0.15, "im_saturation_max": 0.15, "im_entropy": { "jpg": 0.52 }, "im_entropy_mean": 0.52, "im_entropy_min": 0.52, "im_entropy_max": 0.52, "unifilter_score_qwen2_5_1_5b": 1.55078125, "unifilter_score_qwen3_0_6b": -0.93115234375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8426130171946565, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.02730607209551863, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 0.013386723744951519, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8865729570388794, "language_detection_annotation_nllb_1_lan": "hi", "language_detection_annotation_nllb_1_score": 0.00811324268579483, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.006947093643248081, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.6676794290542603, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.6519900560379028, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9969663023948669, "text_quality_nvidia_edu_nemotron4_score": 0.0350341796875, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.01884305477142334, "text_quality_dolma3_fasttext_score": 0.8715832829475403, "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": 9.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0625, "within_sample_repetition_detection": 9.0 }, "18": { "detoxify": 1, "length_chars": 155, "length_tokens": 1869, "length_tokens_text_only": 77, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8599140282833215, "iqa_live_min": 0.8599140282833215, "iqa_live_max": 0.8599140282833215, "iqa_csiq_mean": 0.896793782711029, "iqa_csiq_min": 0.896793782711029, "iqa_csiq_max": 0.896793782711029, "iqa_tid2013_mean": 0.6587828000386555, "iqa_tid2013_min": 0.6587828000386555, "iqa_tid2013_max": 0.6587828000386555, "iqa_kadid10k_mean": 0.68878173828125, "iqa_kadid10k_min": 0.68878173828125, "iqa_kadid10k_max": 0.68878173828125, "iqa_flive_mean": 0.7306157892400569, "iqa_flive_min": 0.7306157892400569, "iqa_flive_max": 0.7306157892400569, "iqa_spaq_mean": 0.7306330517084912, "iqa_spaq_min": 0.7306330517084912, "iqa_spaq_max": 0.7306330517084912, "iqa_clive_mean": 0.6578455452967172, "iqa_clive_min": 0.6578455452967172, "iqa_clive_max": 0.6578455452967172, "iqa_koniq10k_mean": 0.7077920316445707, "iqa_koniq10k_min": 0.7077920316445707, "iqa_koniq10k_max": 0.7077920316445707, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999801441041 }, { "lang": "da", "score": 1.985265767031771e-08 }, { "lang": "de", "score": 2.700679124483837e-12 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8336987495422363 }, { "lang": "th", "score": 0.007663424126803875 }, { "lang": "pt", "score": 0.006466668099164963 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8599140282833215, "iqa_v2_live_min": 0.8599140282833215, "iqa_v2_live_max": 0.8599140282833215, "iqa_v2_csiq_mean": 0.896793782711029, "iqa_v2_csiq_min": 0.896793782711029, "iqa_v2_csiq_max": 0.896793782711029, "iqa_v2_tid2013_mean": 0.6587828000386555, "iqa_v2_tid2013_min": 0.6587828000386555, "iqa_v2_tid2013_max": 0.6587828000386555, "iqa_v2_kadid10k_mean": 0.688629150390625, "iqa_v2_kadid10k_min": 0.688629150390625, "iqa_v2_kadid10k_max": 0.688629150390625, "iqa_v2_flive_mean": 0.7306157892400569, "iqa_v2_flive_min": 0.7306157892400569, "iqa_v2_flive_max": 0.7306157892400569, "iqa_v2_spaq_mean": 0.7307908799913195, "iqa_v2_spaq_min": 0.7307908799913195, "iqa_v2_spaq_max": 0.7307908799913195, "iqa_v2_clive_mean": 0.6578455452967172, "iqa_v2_clive_min": 0.6578455452967172, "iqa_v2_clive_max": 0.6578455452967172, "iqa_v2_koniq10k_mean": 0.7077920316445707, "iqa_v2_koniq10k_min": 0.7077920316445707, "iqa_v2_koniq10k_max": 0.7077920316445707, "imdecont": { "jpg": 0.24884533882141113 }, "imdecont_image_match": { "jpg": 194196 }, "imdecont_max": 0.24884533882141113, "imdecont_mean": 0.24884533882141113, "imdecont_min": 0.24884533882141113, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.6875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.6875, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.6875, "clip_score_dfn_public_prev_turn_only_min": 2.216796875, "clip_score_dfn_public_prev_turn_only_mean": 2.216796875, "clip_score_dfn_public_prev_turn_only_max": 2.216796875, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.21875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.21875, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.21875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.90625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.90625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.90625, "clip_score_clip_vitl14_224_next_turn_only_min": 17.953125, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.953125, "clip_score_clip_vitl14_224_next_turn_only_max": 17.953125, "clip_score_dfn_public_next_turn_only_min": -0.1513671875, "clip_score_dfn_public_next_turn_only_mean": -0.1513671875, "clip_score_dfn_public_next_turn_only_max": -0.1513671875, "clip_score_siglip2_b16_224_next_turn_only_min": -10.421875, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.421875, "clip_score_siglip2_b16_224_next_turn_only_max": -10.421875, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.6015625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.6015625, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.6015625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.5625, "clip_score_dfn_public_prev_and_next_turn_min": 1.984375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.984375, "clip_score_dfn_public_prev_and_next_turn_max": 1.984375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.09375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.09375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.703125, "im_height": { "jpg": 329 }, "im_height_mean": 329.0, "im_height_min": 329, "im_height_max": 329, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.6717 }, "im_ar_mean": 1.6717, "im_ar_min": 1.6717, "im_ar_max": 1.6717, "im_kilobytes": { "jpg": 530.13 }, "im_kilobytes_mean": 530.13, "im_kilobytes_min": 530.13, "im_kilobytes_max": 530.13, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2626.07 }, "im_clarity_mean": 2626.07, "im_clarity_min": 2626.07, "im_clarity_max": 2626.07, "im_luma": { "jpg": 128.23 }, "im_luma_mean": 128.23, "im_luma_min": 128.23, "im_luma_max": 128.23, "im_saturation": { "jpg": 108.05 }, "im_saturation_mean": 108.05, "im_saturation_min": 108.05, "im_saturation_max": 108.05, "im_entropy": { "jpg": 6.58 }, "im_entropy_mean": 6.58, "im_entropy_min": 6.58, "im_entropy_max": 6.58, "unifilter_score_qwen2_5_1_5b": -1.009765625, "unifilter_score_qwen3_0_6b": -0.57763671875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999801441041, "language_detection_annotation_lingua_1_lan": "da", "language_detection_annotation_lingua_1_score": 1.985265767031771e-08, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 2.700679124483837e-12, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8336987495422363, "language_detection_annotation_nllb_1_lan": "th", "language_detection_annotation_nllb_1_score": 0.007663424126803875, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.006466668099164963, "text_quality_weborganizer_topic_label": "Education & Jobs", "text_quality_weborganizer_topic_score": 0.3318379819393158, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.27443429827690125, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.7479318976402283, "text_quality_nvidia_edu_nemotron4_score": 0.370849609375, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.05185812711715698, "text_quality_dolma3_fasttext_score": 0.02187401056289673, "custom_fasttext_val_fasttext_score": 0.0002468228340148926, "custom_fasttext_core_fasttext_score": 3.814697265625e-06, "custom_fasttext_val_clean_fasttext_score": 0.006657302379608154, "custom_fasttext_core_clean_fasttext_score": 2.8252601623535156e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.375, "within_sample_repetition_detection": 7.0 }, "41": { "detoxify": 0, "length_chars": 129, "length_tokens": 1865, "length_tokens_text_only": 74, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7884178161621094, "iqa_live_min": 0.7884178161621094, "iqa_live_max": 0.7884178161621094, "iqa_csiq_mean": 0.881168782711029, "iqa_csiq_min": 0.881168782711029, "iqa_csiq_max": 0.881168782711029, "iqa_tid2013_mean": 0.4908941586812337, "iqa_tid2013_min": 0.4908941586812337, "iqa_tid2013_max": 0.4908941586812337, "iqa_kadid10k_mean": 0.5548095703125, "iqa_kadid10k_min": 0.5548095703125, "iqa_kadid10k_max": 0.5548095703125, "iqa_flive_mean": 0.7011808144925822, "iqa_flive_min": 0.7011808144925822, "iqa_flive_max": 0.7011808144925822, "iqa_spaq_mean": 0.5678331779711174, "iqa_spaq_min": 0.5678331779711174, "iqa_spaq_max": 0.5678331779711174, "iqa_clive_mean": 0.5742755080714371, "iqa_clive_min": 0.5742755080714371, "iqa_clive_max": 0.5742755080714371, "iqa_koniq10k_mean": 0.6999006175031566, "iqa_koniq10k_min": 0.6999006175031566, "iqa_koniq10k_max": 0.6999006175031566, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9912436364785985 }, { "lang": "tl", "score": 0.003125428364799475 }, { "lang": "la", "score": 0.0009960834807759902 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9425872564315796 }, { "lang": "id", "score": 0.0034255648497492075 }, { "lang": "de", "score": 0.003249505767598748 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7884178161621094, "iqa_v2_live_min": 0.7884178161621094, "iqa_v2_live_max": 0.7884178161621094, "iqa_v2_csiq_mean": 0.881168782711029, "iqa_v2_csiq_min": 0.881168782711029, "iqa_v2_csiq_max": 0.881168782711029, "iqa_v2_tid2013_mean": 0.49090772204928923, "iqa_v2_tid2013_min": 0.49090772204928923, "iqa_v2_tid2013_max": 0.49090772204928923, "iqa_v2_kadid10k_mean": 0.5548095703125, "iqa_v2_kadid10k_min": 0.5548095703125, "iqa_v2_kadid10k_max": 0.5548095703125, "iqa_v2_flive_mean": 0.7011808144925822, "iqa_v2_flive_min": 0.7011808144925822, "iqa_v2_flive_max": 0.7011808144925822, "iqa_v2_spaq_mean": 0.5678726350418245, "iqa_v2_spaq_min": 0.5678726350418245, "iqa_v2_spaq_max": 0.5678726350418245, "iqa_v2_clive_mean": 0.5742755080714371, "iqa_v2_clive_min": 0.5742755080714371, "iqa_v2_clive_max": 0.5742755080714371, "iqa_v2_koniq10k_mean": 0.6999006175031566, "iqa_v2_koniq10k_min": 0.6999006175031566, "iqa_v2_koniq10k_max": 0.6999006175031566, "imdecont": { "jpg": 0.30396127700805664 }, "imdecont_image_match": { "jpg": 265993 }, "imdecont_max": 0.30396127700805664, "imdecont_mean": 0.30396127700805664, "imdecont_min": 0.30396127700805664, "clip_score_clip_vitl14_224_prev_turn_only_min": 13.3671875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 13.3671875, "clip_score_clip_vitl14_224_prev_turn_only_max": 13.3671875, "clip_score_dfn_public_prev_turn_only_min": 1.4658203125, "clip_score_dfn_public_prev_turn_only_mean": 1.4658203125, "clip_score_dfn_public_prev_turn_only_max": 1.4658203125, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.71875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.71875, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.71875, "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": 13.40625, "clip_score_clip_vitl14_224_next_turn_only_mean": 13.40625, "clip_score_clip_vitl14_224_next_turn_only_max": 13.40625, "clip_score_dfn_public_next_turn_only_min": 1.15234375, "clip_score_dfn_public_next_turn_only_mean": 1.15234375, "clip_score_dfn_public_next_turn_only_max": 1.15234375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.828125, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.828125, "clip_score_siglip2_b16_224_next_turn_only_max": -9.828125, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.40625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.40625, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 12.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 12.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 12.203125, "clip_score_dfn_public_prev_and_next_turn_min": 1.0087890625, "clip_score_dfn_public_prev_and_next_turn_mean": 1.0087890625, "clip_score_dfn_public_prev_and_next_turn_max": 1.0087890625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 16.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 16.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 16.59375, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 533 }, "im_width_mean": 533.0, "im_width_min": 533, "im_width_max": 533, "im_ar": { "jpg": 0.6663 }, "im_ar_mean": 0.6663, "im_ar_min": 0.6663, "im_ar_max": 0.6663, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1427.33 }, "im_clarity_mean": 1427.33, "im_clarity_min": 1427.33, "im_clarity_max": 1427.33, "im_luma": { "jpg": 65.58 }, "im_luma_mean": 65.58, "im_luma_min": 65.58, "im_luma_max": 65.58, "im_saturation": { "jpg": 28.43 }, "im_saturation_mean": 28.43, "im_saturation_min": 28.43, "im_saturation_max": 28.43, "im_entropy": { "jpg": 6.12 }, "im_entropy_mean": 6.12, "im_entropy_min": 6.12, "im_entropy_max": 6.12, "unifilter_score_qwen2_5_1_5b": -0.135498046875, "unifilter_score_qwen3_0_6b": 0.99658203125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9912436364785985, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.003125428364799475, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.0009960834807759902, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9425872564315796, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.0034255648497492075, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.003249505767598748, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.4965818226337433, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.3496412932872772, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.994314968585968, "text_quality_nvidia_edu_nemotron4_score": 0.1253662109375, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9997439980506897, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 1.3470649719238281e-05, "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": 9.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0625, "within_sample_repetition_detection": 10.0 }, "49": { "detoxify": 0, "length_chars": 204, "length_tokens": 1885, "length_tokens_text_only": 93, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7371236242429174, "iqa_live_min": 0.7371236242429174, "iqa_live_max": 0.7371236242429174, "iqa_csiq_mean": 0.914127767086029, "iqa_csiq_min": 0.914127767086029, "iqa_csiq_max": 0.914127767086029, "iqa_tid2013_mean": 0.5429245101081001, "iqa_tid2013_min": 0.5429245101081001, "iqa_tid2013_max": 0.5429245101081001, "iqa_kadid10k_mean": 0.682281494140625, "iqa_kadid10k_min": 0.682281494140625, "iqa_kadid10k_max": 0.682281494140625, "iqa_flive_mean": 0.6663204925228852, "iqa_flive_min": 0.6663204925228852, "iqa_flive_max": 0.6663204925228852, "iqa_spaq_mean": 0.5470787587791983, "iqa_spaq_min": 0.5470787587791983, "iqa_spaq_max": 0.5470787587791983, "iqa_clive_mean": 0.5921890181724472, "iqa_clive_min": 0.5921890181724472, "iqa_clive_max": 0.5921890181724472, "iqa_koniq10k_mean": 0.6375584457859849, "iqa_koniq10k_min": 0.6375584457859849, "iqa_koniq10k_max": 0.6375584457859849, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "de", "score": 2.49943493563705e-20 }, { "lang": "da", "score": 8.327690840319263e-21 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.949691116809845 }, { "lang": "id", "score": 0.002366518834605813 }, { "lang": "es", "score": 0.00224192813038826 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7371236242429174, "iqa_v2_live_min": 0.7371236242429174, "iqa_v2_live_max": 0.7371236242429174, "iqa_v2_csiq_mean": 0.914127767086029, "iqa_v2_csiq_min": 0.914127767086029, "iqa_v2_csiq_max": 0.914127767086029, "iqa_v2_tid2013_mean": 0.5429245101081001, "iqa_v2_tid2013_min": 0.5429245101081001, "iqa_v2_tid2013_max": 0.5429245101081001, "iqa_v2_kadid10k_mean": 0.682281494140625, "iqa_v2_kadid10k_min": 0.682281494140625, "iqa_v2_kadid10k_max": 0.682281494140625, "iqa_v2_flive_mean": 0.6663204925228852, "iqa_v2_flive_min": 0.6663204925228852, "iqa_v2_flive_max": 0.6663204925228852, "iqa_v2_spaq_mean": 0.5470787587791983, "iqa_v2_spaq_min": 0.5470787587791983, "iqa_v2_spaq_max": 0.5470787587791983, "iqa_v2_clive_mean": 0.5921890181724472, "iqa_v2_clive_min": 0.5921890181724472, "iqa_v2_clive_max": 0.5921890181724472, "iqa_v2_koniq10k_mean": 0.6375584457859849, "iqa_v2_koniq10k_min": 0.6375584457859849, "iqa_v2_koniq10k_max": 0.6375584457859849, "imdecont": { "jpg": 0.32316136360168457 }, "imdecont_image_match": { "jpg": 262302 }, "imdecont_max": 0.32316136360168457, "imdecont_mean": 0.32316136360168457, "imdecont_min": 0.32316136360168457, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.875, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.875, "clip_score_dfn_public_prev_turn_only_min": 4.68359375, "clip_score_dfn_public_prev_turn_only_mean": 4.68359375, "clip_score_dfn_public_prev_turn_only_max": 4.68359375, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.765625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.765625, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.765625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 16.4375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 16.4375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 16.4375, "clip_score_clip_vitl14_224_next_turn_only_min": 14.9375, "clip_score_clip_vitl14_224_next_turn_only_mean": 14.9375, "clip_score_clip_vitl14_224_next_turn_only_max": 14.9375, "clip_score_dfn_public_next_turn_only_min": -0.27099609375, "clip_score_dfn_public_next_turn_only_mean": -0.27099609375, "clip_score_dfn_public_next_turn_only_max": -0.27099609375, "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": 13.5234375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.5234375, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.5234375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 19.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 19.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 19.734375, "clip_score_dfn_public_prev_and_next_turn_min": 4.54296875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.54296875, "clip_score_dfn_public_prev_and_next_turn_max": 4.54296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.65625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.65625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 16.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 16.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 16.5625, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 564 }, "im_width_mean": 564.0, "im_width_min": 564, "im_width_max": 564, "im_ar": { "jpg": 0.705 }, "im_ar_mean": 0.705, "im_ar_min": 0.705, "im_ar_max": 0.705, "im_kilobytes": { "jpg": 1321.88 }, "im_kilobytes_mean": 1321.88, "im_kilobytes_min": 1321.88, "im_kilobytes_max": 1321.88, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2632.61 }, "im_clarity_mean": 2632.61, "im_clarity_min": 2632.61, "im_clarity_max": 2632.61, "im_luma": { "jpg": 59.53 }, "im_luma_mean": 59.53, "im_luma_min": 59.53, "im_luma_max": 59.53, "im_saturation": { "jpg": 79.35 }, "im_saturation_mean": 79.35, "im_saturation_min": 79.35, "im_saturation_max": 79.35, "im_entropy": { "jpg": 6.77 }, "im_entropy_mean": 6.77, "im_entropy_min": 6.77, "im_entropy_max": 6.77, "unifilter_score_qwen2_5_1_5b": -0.859375, "unifilter_score_qwen3_0_6b": 0.759765625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "de", "language_detection_annotation_lingua_1_score": 2.49943493563705e-20, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 8.327690840319263e-21, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.949691116809845, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.002366518834605813, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.00224192813038826, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.4988204836845398, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.8185997009277344, "text_quality_nvidia_domain_label": "Adult", "text_quality_nvidia_domain_score": 0.9998446702957153, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9959998726844788, "text_quality_dolma3_fasttext_score": 0.9999349117279053, "custom_fasttext_val_fasttext_score": 0.013535916805267334, "custom_fasttext_core_fasttext_score": 0.013146936893463135, "custom_fasttext_val_clean_fasttext_score": 0.020511746406555176, "custom_fasttext_core_clean_fasttext_score": 0.01396322250366211, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.40625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 3.59375, "within_sample_repetition_detection": 7.0 }, "40": { "detoxify": 1, "length_chars": 105, "length_tokens": 1863, "length_tokens_text_only": 72, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7405958464651397, "iqa_live_min": 0.7405958464651397, "iqa_live_max": 0.7405958464651397, "iqa_csiq_mean": 0.852604329586029, "iqa_csiq_min": 0.852604329586029, "iqa_csiq_max": 0.852604329586029, "iqa_tid2013_mean": 0.6645336680942111, "iqa_tid2013_min": 0.6645336680942111, "iqa_tid2013_max": 0.6645336680942111, "iqa_kadid10k_mean": 0.7110595703125, "iqa_kadid10k_min": 0.7110595703125, "iqa_kadid10k_max": 0.7110595703125, "iqa_flive_mean": 0.7295109912602589, "iqa_flive_min": 0.7295109912602589, "iqa_flive_max": 0.7295109912602589, "iqa_spaq_mean": 0.6169177739307135, "iqa_spaq_min": 0.6169177739307135, "iqa_spaq_max": 0.6169177739307135, "iqa_clive_mean": 0.6436409998421718, "iqa_clive_min": 0.6436409998421718, "iqa_clive_max": 0.6436409998421718, "iqa_koniq10k_mean": 0.6478172841698233, "iqa_koniq10k_min": 0.6478172841698233, "iqa_koniq10k_max": 0.6478172841698233, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8604196015877628 }, { "lang": "tl", "score": 0.02252783934026872 }, { "lang": "sv", "score": 0.010027490400654995 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9064342379570007 }, { "lang": "fr", "score": 0.006971185095608234 }, { "lang": "de", "score": 0.005159383174031973 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.7405958464651397, "iqa_v2_live_min": 0.7405958464651397, "iqa_v2_live_max": 0.7405958464651397, "iqa_v2_csiq_mean": 0.852604329586029, "iqa_v2_csiq_min": 0.852604329586029, "iqa_v2_csiq_max": 0.852604329586029, "iqa_v2_tid2013_mean": 0.6645336680942111, "iqa_v2_tid2013_min": 0.6645336680942111, "iqa_v2_tid2013_max": 0.6645336680942111, "iqa_v2_kadid10k_mean": 0.7110595703125, "iqa_v2_kadid10k_min": 0.7110595703125, "iqa_v2_kadid10k_max": 0.7110595703125, "iqa_v2_flive_mean": 0.7295109912602589, "iqa_v2_flive_min": 0.7295109912602589, "iqa_v2_flive_max": 0.7295109912602589, "iqa_v2_spaq_mean": 0.6169177739307135, "iqa_v2_spaq_min": 0.6169177739307135, "iqa_v2_spaq_max": 0.6169177739307135, "iqa_v2_clive_mean": 0.6436409998421718, "iqa_v2_clive_min": 0.6436409998421718, "iqa_v2_clive_max": 0.6436409998421718, "iqa_v2_koniq10k_mean": 0.6479751124526516, "iqa_v2_koniq10k_min": 0.6479751124526516, "iqa_v2_koniq10k_max": 0.6479751124526516, "imdecont": { "jpg": 0.30054473876953125 }, "imdecont_image_match": { "jpg": 324 }, "imdecont_max": 0.30054473876953125, "imdecont_mean": 0.30054473876953125, "imdecont_min": 0.30054473876953125, "clip_score_clip_vitl14_224_prev_turn_only_min": 23.96875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 23.96875, "clip_score_clip_vitl14_224_prev_turn_only_max": 23.96875, "clip_score_dfn_public_prev_turn_only_min": 2.501953125, "clip_score_dfn_public_prev_turn_only_mean": 2.501953125, "clip_score_dfn_public_prev_turn_only_max": 2.501953125, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.421875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.421875, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.421875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.21875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.21875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.21875, "clip_score_clip_vitl14_224_next_turn_only_min": 16.09375, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.09375, "clip_score_clip_vitl14_224_next_turn_only_max": 16.09375, "clip_score_dfn_public_next_turn_only_min": 0.1507568359375, "clip_score_dfn_public_next_turn_only_mean": 0.1507568359375, "clip_score_dfn_public_next_turn_only_max": 0.1507568359375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.796875, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.796875, "clip_score_siglip2_b16_224_next_turn_only_max": -9.796875, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.0625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.0625, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.71875, "clip_score_dfn_public_prev_and_next_turn_min": 1.5703125, "clip_score_dfn_public_prev_and_next_turn_mean": 1.5703125, "clip_score_dfn_public_prev_and_next_turn_max": 1.5703125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.453125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.453125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.453125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 28.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.03125, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1232.18 }, "im_clarity_mean": 1232.18, "im_clarity_min": 1232.18, "im_clarity_max": 1232.18, "im_luma": { "jpg": 52.45 }, "im_luma_mean": 52.45, "im_luma_min": 52.45, "im_luma_max": 52.45, "im_saturation": { "jpg": 195.42 }, "im_saturation_mean": 195.42, "im_saturation_min": 195.42, "im_saturation_max": 195.42, "im_entropy": { "jpg": 5.04 }, "im_entropy_mean": 5.04, "im_entropy_min": 5.04, "im_entropy_max": 5.04, "unifilter_score_qwen2_5_1_5b": 0.73583984375, "unifilter_score_qwen3_0_6b": 4.07421875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8604196015877628, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.02252783934026872, "language_detection_annotation_lingua_2_lan": "sv", "language_detection_annotation_lingua_2_score": 0.010027490400654995, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9064342379570007, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.006971185095608234, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.005159383174031973, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.2601377069950104, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.40512245893478394, "text_quality_nvidia_domain_label": "Games", "text_quality_nvidia_domain_score": 0.4311363697052002, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9992617964744568, "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": 2.6702880859375e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 10.0 }, "43": { "detoxify": 1, "length_chars": 116, "length_tokens": 1862, "length_tokens_text_only": 70, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7458041797984729, "iqa_live_min": 0.7458041797984729, "iqa_live_max": 0.7458041797984729, "iqa_csiq_mean": 0.885563313961029, "iqa_csiq_min": 0.885563313961029, "iqa_csiq_max": 0.885563313961029, "iqa_tid2013_mean": 0.5933531125386555, "iqa_tid2013_min": 0.5933531125386555, "iqa_tid2013_max": 0.5933531125386555, "iqa_kadid10k_mean": 0.5731201171875, "iqa_kadid10k_min": 0.5731201171875, "iqa_kadid10k_max": 0.5731201171875, "iqa_flive_mean": 0.7070204609572286, "iqa_flive_min": 0.7070204609572286, "iqa_flive_max": 0.7070204609572286, "iqa_spaq_mean": 0.6039758547387942, "iqa_spaq_min": 0.6039758547387942, "iqa_spaq_max": 0.6039758547387942, "iqa_clive_mean": 0.600475003020932, "iqa_clive_min": 0.600475003020932, "iqa_clive_max": 0.600475003020932, "iqa_koniq10k_mean": 0.6645470821496212, "iqa_koniq10k_min": 0.6645470821496212, "iqa_koniq10k_max": 0.6645470821496212, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9417679624324568 }, { "lang": "tl", "score": 0.015781427815362844 }, { "lang": "nn", "score": 0.005301462204288523 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8904129862785339 }, { "lang": "id", "score": 0.00542700057849288 }, { "lang": "fr", "score": 0.005373940337449312 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7458041797984729, "iqa_v2_live_min": 0.7458041797984729, "iqa_v2_live_max": 0.7458041797984729, "iqa_v2_csiq_mean": 0.885563313961029, "iqa_v2_csiq_min": 0.885563313961029, "iqa_v2_csiq_max": 0.885563313961029, "iqa_v2_tid2013_mean": 0.5933531125386555, "iqa_v2_tid2013_min": 0.5933531125386555, "iqa_v2_tid2013_max": 0.5933531125386555, "iqa_v2_kadid10k_mean": 0.5731201171875, "iqa_v2_kadid10k_min": 0.5731201171875, "iqa_v2_kadid10k_max": 0.5731201171875, "iqa_v2_flive_mean": 0.7070204609572286, "iqa_v2_flive_min": 0.7070204609572286, "iqa_v2_flive_max": 0.7070204609572286, "iqa_v2_spaq_mean": 0.6039758547387942, "iqa_v2_spaq_min": 0.6039758547387942, "iqa_v2_spaq_max": 0.6039758547387942, "iqa_v2_clive_mean": 0.6005539171623462, "iqa_v2_clive_min": 0.6005539171623462, "iqa_v2_clive_max": 0.6005539171623462, "iqa_v2_koniq10k_mean": 0.6645470821496212, "iqa_v2_koniq10k_min": 0.6645470821496212, "iqa_v2_koniq10k_max": 0.6645470821496212, "imdecont": { "jpg": 0.2869373559951782 }, "imdecont_image_match": { "jpg": 258509 }, "imdecont_max": 0.2869373559951782, "imdecont_mean": 0.2869373559951782, "imdecont_min": 0.2869373559951782, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.078125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.078125, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.078125, "clip_score_dfn_public_prev_turn_only_min": 2.4609375, "clip_score_dfn_public_prev_turn_only_mean": 2.4609375, "clip_score_dfn_public_prev_turn_only_max": 2.4609375, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.2734375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.2734375, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.2734375, "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": 15.4140625, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.4140625, "clip_score_clip_vitl14_224_next_turn_only_max": 15.4140625, "clip_score_dfn_public_next_turn_only_min": 0.0311126708984375, "clip_score_dfn_public_next_turn_only_mean": 0.0311126708984375, "clip_score_dfn_public_next_turn_only_max": 0.0311126708984375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.078125, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.078125, "clip_score_siglip2_b16_224_next_turn_only_max": -9.078125, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.5859375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.5859375, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.5859375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.65625, "clip_score_dfn_public_prev_and_next_turn_min": 2.263671875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.263671875, "clip_score_dfn_public_prev_and_next_turn_max": 2.263671875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.5078125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.5078125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.5078125, "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": 544 }, "im_height_mean": 544.0, "im_height_min": 544, "im_height_max": 544, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5165 }, "im_ar_mean": 1.5165, "im_ar_min": 1.5165, "im_ar_max": 1.5165, "im_kilobytes": { "jpg": 1314.84 }, "im_kilobytes_mean": 1314.84, "im_kilobytes_min": 1314.84, "im_kilobytes_max": 1314.84, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1021.14 }, "im_clarity_mean": 1021.14, "im_clarity_min": 1021.14, "im_clarity_max": 1021.14, "im_luma": { "jpg": 132.29 }, "im_luma_mean": 132.29, "im_luma_min": 132.29, "im_luma_max": 132.29, "im_saturation": { "jpg": 88.52 }, "im_saturation_mean": 88.52, "im_saturation_min": 88.52, "im_saturation_max": 88.52, "im_entropy": { "jpg": 7.04 }, "im_entropy_mean": 7.04, "im_entropy_min": 7.04, "im_entropy_max": 7.04, "unifilter_score_qwen2_5_1_5b": -3.60546875, "unifilter_score_qwen3_0_6b": 3.240234375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9417679624324568, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.015781427815362844, "language_detection_annotation_lingua_2_lan": "nn", "language_detection_annotation_lingua_2_score": 0.005301462204288523, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8904129862785339, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.00542700057849288, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.005373940337449312, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.6106168031692505, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.35002461075782776, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9665091037750244, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.6469766497612, "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": 8.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.4375, "within_sample_repetition_detection": 10.0 }, "33": { "detoxify": 1, "length_chars": 132, "length_tokens": 1862, "length_tokens_text_only": 70, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7590617555560487, "iqa_live_min": 0.7590617555560487, "iqa_live_max": 0.7590617555560487, "iqa_csiq_mean": 0.838688313961029, "iqa_csiq_min": 0.838688313961029, "iqa_csiq_max": 0.838688313961029, "iqa_tid2013_mean": 0.4671188460456, "iqa_tid2013_min": 0.4671188460456, "iqa_tid2013_max": 0.4671188460456, "iqa_kadid10k_mean": 0.5150146484375, "iqa_kadid10k_min": 0.5150146484375, "iqa_kadid10k_max": 0.5150146484375, "iqa_flive_mean": 0.6945914836845013, "iqa_flive_min": 0.6945914836845013, "iqa_flive_max": 0.6945914836845013, "iqa_spaq_mean": 0.586535829486269, "iqa_spaq_min": 0.586535829486269, "iqa_spaq_max": 0.586535829486269, "iqa_clive_mean": 0.5713556848391138, "iqa_clive_min": 0.5713556848391138, "iqa_clive_max": 0.5713556848391138, "iqa_koniq10k_mean": 0.6383475872001263, "iqa_koniq10k_min": 0.6383475872001263, "iqa_koniq10k_max": 0.6383475872001263, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9895119662526359 }, { "lang": "tl", "score": 0.0034373830520955974 }, { "lang": "la", "score": 0.0017665160463599492 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.6778762340545654 }, { "lang": "fr", "score": 0.02260352298617363 }, { "lang": "pt", "score": 0.01918010413646698 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7590617555560487, "iqa_v2_live_min": 0.7590617555560487, "iqa_v2_live_max": 0.7590617555560487, "iqa_v2_csiq_mean": 0.838688313961029, "iqa_v2_csiq_min": 0.838688313961029, "iqa_v2_csiq_max": 0.838688313961029, "iqa_v2_tid2013_mean": 0.4671324094136556, "iqa_v2_tid2013_min": 0.4671324094136556, "iqa_v2_tid2013_max": 0.4671324094136556, "iqa_v2_kadid10k_mean": 0.5150146484375, "iqa_v2_kadid10k_min": 0.5150146484375, "iqa_v2_kadid10k_max": 0.5150146484375, "iqa_v2_flive_mean": 0.6945914836845013, "iqa_v2_flive_min": 0.6945914836845013, "iqa_v2_flive_max": 0.6945914836845013, "iqa_v2_spaq_mean": 0.5866147436276832, "iqa_v2_spaq_min": 0.5866147436276832, "iqa_v2_spaq_max": 0.5866147436276832, "iqa_v2_clive_mean": 0.5713556848391138, "iqa_v2_clive_min": 0.5713556848391138, "iqa_v2_clive_max": 0.5713556848391138, "iqa_v2_koniq10k_mean": 0.6385054154829546, "iqa_v2_koniq10k_min": 0.6385054154829546, "iqa_v2_koniq10k_max": 0.6385054154829546, "imdecont": { "jpg": 0.2609427571296692 }, "imdecont_image_match": { "jpg": 108250 }, "imdecont_max": 0.2609427571296692, "imdecont_mean": 0.2609427571296692, "imdecont_min": 0.2609427571296692, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.53125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.53125, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.53125, "clip_score_dfn_public_prev_turn_only_min": 1.0166015625, "clip_score_dfn_public_prev_turn_only_mean": 1.0166015625, "clip_score_dfn_public_prev_turn_only_max": 1.0166015625, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.609375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.609375, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.609375, "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": 17.15625, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.15625, "clip_score_clip_vitl14_224_next_turn_only_max": 17.15625, "clip_score_dfn_public_next_turn_only_min": -0.67822265625, "clip_score_dfn_public_next_turn_only_mean": -0.67822265625, "clip_score_dfn_public_next_turn_only_max": -0.67822265625, "clip_score_siglip2_b16_224_next_turn_only_min": -9.53125, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.53125, "clip_score_siglip2_b16_224_next_turn_only_max": -9.53125, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.078125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.078125, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.96875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.96875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.96875, "clip_score_dfn_public_prev_and_next_turn_min": 0.900390625, "clip_score_dfn_public_prev_and_next_turn_mean": 0.900390625, "clip_score_dfn_public_prev_and_next_turn_max": 0.900390625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.8125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.8125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.8125, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3211.37 }, "im_clarity_mean": 3211.37, "im_clarity_min": 3211.37, "im_clarity_max": 3211.37, "im_luma": { "jpg": 118.98 }, "im_luma_mean": 118.98, "im_luma_min": 118.98, "im_luma_max": 118.98, "im_saturation": { "jpg": 32.46 }, "im_saturation_mean": 32.46, "im_saturation_min": 32.46, "im_saturation_max": 32.46, "im_entropy": { "jpg": 7.76 }, "im_entropy_mean": 7.76, "im_entropy_min": 7.76, "im_entropy_max": 7.76, "unifilter_score_qwen2_5_1_5b": 0.1649169921875, "unifilter_score_qwen3_0_6b": -0.2174072265625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9895119662526359, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.0034373830520955974, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.0017665160463599492, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.6778762340545654, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.02260352298617363, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.01918010413646698, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.4055069088935852, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.5467442870140076, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9598037600517273, "text_quality_nvidia_edu_nemotron4_score": 0.56103515625, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9982325434684753, "text_quality_dolma3_fasttext_score": 0.989467442035675, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0007951855659484863, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.78125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.40625, "within_sample_repetition_detection": 4.0 }, "48": { "detoxify": 1, "length_chars": 154, "length_tokens": 1356, "length_tokens_text_only": 77, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6489765282833215, "iqa_live_min": 0.6489765282833215, "iqa_live_max": 0.6489765282833215, "iqa_csiq_mean": 0.799869954586029, "iqa_csiq_min": 0.799869954586029, "iqa_csiq_max": 0.799869954586029, "iqa_tid2013_mean": 0.4568513764275445, "iqa_tid2013_min": 0.4568513764275445, "iqa_tid2013_max": 0.4568513764275445, "iqa_kadid10k_mean": 0.50439453125, "iqa_kadid10k_min": 0.50439453125, "iqa_kadid10k_max": 0.50439453125, "iqa_flive_mean": 0.7454516478259154, "iqa_flive_min": 0.7454516478259154, "iqa_flive_max": 0.7454516478259154, "iqa_spaq_mean": 0.6583476981731377, "iqa_spaq_min": 0.6583476981731377, "iqa_spaq_max": 0.6583476981731377, "iqa_clive_mean": 0.6526372119633839, "iqa_clive_min": 0.6526372119633839, "iqa_clive_max": 0.6526372119633839, "iqa_koniq10k_mean": 0.6329814641162603, "iqa_koniq10k_min": 0.6329814641162603, "iqa_koniq10k_max": 0.6329814641162603, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "tl", "score": 1.5594668851653297e-20 }, { "lang": "fr", "score": 1.239340822524421e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9748061299324036 }, { "lang": "ru", "score": 0.0014096422819420695 }, { "lang": "de", "score": 0.0012802567798644304 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6489765282833215, "iqa_v2_live_min": 0.6489765282833215, "iqa_v2_live_max": 0.6489765282833215, "iqa_v2_csiq_mean": 0.799869954586029, "iqa_v2_csiq_min": 0.799869954586029, "iqa_v2_csiq_max": 0.799869954586029, "iqa_v2_tid2013_mean": 0.4568513764275445, "iqa_v2_tid2013_min": 0.4568513764275445, "iqa_v2_tid2013_max": 0.4568513764275445, "iqa_v2_kadid10k_mean": 0.50439453125, "iqa_v2_kadid10k_min": 0.50439453125, "iqa_v2_kadid10k_max": 0.50439453125, "iqa_v2_flive_mean": 0.7454516478259154, "iqa_v2_flive_min": 0.7454516478259154, "iqa_v2_flive_max": 0.7454516478259154, "iqa_v2_spaq_mean": 0.6583476981731377, "iqa_v2_spaq_min": 0.6583476981731377, "iqa_v2_spaq_max": 0.6583476981731377, "iqa_v2_clive_mean": 0.6526372119633839, "iqa_v2_clive_min": 0.6526372119633839, "iqa_v2_clive_max": 0.6526372119633839, "iqa_v2_koniq10k_mean": 0.6329814641162603, "iqa_v2_koniq10k_min": 0.6329814641162603, "iqa_v2_koniq10k_max": 0.6329814641162603, "imdecont": { "jpg": 0.2905726432800293 }, "imdecont_image_match": { "jpg": 263678 }, "imdecont_max": 0.2905726432800293, "imdecont_mean": 0.2905726432800293, "imdecont_min": 0.2905726432800293, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.609375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.609375, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.609375, "clip_score_dfn_public_prev_turn_only_min": 2.708984375, "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": 3.203125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.203125, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.203125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.015625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.015625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.015625, "clip_score_clip_vitl14_224_next_turn_only_min": 17.453125, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.453125, "clip_score_clip_vitl14_224_next_turn_only_max": 17.453125, "clip_score_dfn_public_next_turn_only_min": 0.61328125, "clip_score_dfn_public_next_turn_only_mean": 0.61328125, "clip_score_dfn_public_next_turn_only_max": 0.61328125, "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": 15.578125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.578125, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.578125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.296875, "clip_score_dfn_public_prev_and_next_turn_min": 2.236328125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.236328125, "clip_score_dfn_public_prev_and_next_turn_max": 2.236328125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 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": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.0 }, "im_ar_mean": 1.0, "im_ar_min": 1.0, "im_ar_max": 1.0, "im_kilobytes": { "jpg": 1875.0 }, "im_kilobytes_mean": 1875.0, "im_kilobytes_min": 1875.0, "im_kilobytes_max": 1875.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2605.97 }, "im_clarity_mean": 2605.97, "im_clarity_min": 2605.97, "im_clarity_max": 2605.97, "im_luma": { "jpg": 125.69 }, "im_luma_mean": 125.69, "im_luma_min": 125.69, "im_luma_max": 125.69, "im_saturation": { "jpg": 66.64 }, "im_saturation_mean": 66.64, "im_saturation_min": 66.64, "im_saturation_max": 66.64, "im_entropy": { "jpg": 4.44 }, "im_entropy_mean": 4.44, "im_entropy_min": 4.44, "im_entropy_max": 4.44, "unifilter_score_qwen2_5_1_5b": -0.478515625, "unifilter_score_qwen3_0_6b": 1.6962890625, "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": 1.5594668851653297e-20, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 1.239340822524421e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9748061299324036, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0014096422819420695, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.0012802567798644304, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.8364877700805664, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.4353191554546356, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.8101140856742859, "text_quality_nvidia_edu_nemotron4_score": 0.1103515625, "text_quality_nvidia_edu_mixtral_score": 0.00264739990234375, "text_quality_dclmbaseline_fasttext_score": 0.9990413188934326, "text_quality_dolma3_fasttext_score": 0.9999490976333618, "custom_fasttext_val_fasttext_score": 0.00020235776901245117, "custom_fasttext_core_fasttext_score": 0.0004379153251647949, "custom_fasttext_val_clean_fasttext_score": 0.004935026168823242, "custom_fasttext_core_clean_fasttext_score": 0.00016176700592041016, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.125, "within_sample_repetition_detection": 4.0 }, "42": { "detoxify": 0, "length_chars": 141, "length_tokens": 1872, "length_tokens_text_only": 81, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7192890282833215, "iqa_live_min": 0.7192890282833215, "iqa_live_max": 0.7192890282833215, "iqa_csiq_mean": 0.893619954586029, "iqa_csiq_min": 0.893619954586029, "iqa_csiq_max": 0.893619954586029, "iqa_tid2013_mean": 0.5585223833719889, "iqa_tid2013_min": 0.5585223833719889, "iqa_tid2013_max": 0.5585223833719889, "iqa_kadid10k_mean": 0.6594390869140625, "iqa_kadid10k_min": 0.6594390869140625, "iqa_kadid10k_max": 0.6594390869140625, "iqa_flive_mean": 0.7133335922703599, "iqa_flive_min": 0.7133335922703599, "iqa_flive_max": 0.7133335922703599, "iqa_spaq_mean": 0.550787723425663, "iqa_spaq_min": 0.550787723425663, "iqa_spaq_max": 0.550787723425663, "iqa_clive_mean": 0.5722237403946694, "iqa_clive_min": 0.5722237403946694, "iqa_clive_max": 0.5722237403946694, "iqa_koniq10k_mean": 0.6443450619476011, "iqa_koniq10k_min": 0.6443450619476011, "iqa_koniq10k_max": 0.6443450619476011, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8938772117661148 }, { "lang": "la", "score": 0.023031126936149393 }, { "lang": "nl", "score": 0.021495523224576873 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9559979438781738 }, { "lang": "pt", "score": 0.0034001406747847795 }, { "lang": "de", "score": 0.002365574473515153 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7192890282833215, "iqa_v2_live_min": 0.7192890282833215, "iqa_v2_live_max": 0.7192890282833215, "iqa_v2_csiq_mean": 0.893619954586029, "iqa_v2_csiq_min": 0.893619954586029, "iqa_v2_csiq_max": 0.893619954586029, "iqa_v2_tid2013_mean": 0.5585223833719889, "iqa_v2_tid2013_min": 0.5585223833719889, "iqa_v2_tid2013_max": 0.5585223833719889, "iqa_v2_kadid10k_mean": 0.65948486328125, "iqa_v2_kadid10k_min": 0.65948486328125, "iqa_v2_kadid10k_max": 0.65948486328125, "iqa_v2_flive_mean": 0.7133335922703599, "iqa_v2_flive_min": 0.7133335922703599, "iqa_v2_flive_max": 0.7133335922703599, "iqa_v2_spaq_mean": 0.550787723425663, "iqa_v2_spaq_min": 0.550787723425663, "iqa_v2_spaq_max": 0.550787723425663, "iqa_v2_clive_mean": 0.5723026545360835, "iqa_v2_clive_min": 0.5723026545360835, "iqa_v2_clive_max": 0.5723026545360835, "iqa_v2_koniq10k_mean": 0.6445028902304294, "iqa_v2_koniq10k_min": 0.6445028902304294, "iqa_v2_koniq10k_max": 0.6445028902304294, "imdecont": { "jpg": 0.3103522062301636 }, "imdecont_image_match": { "jpg": 108409 }, "imdecont_max": 0.3103522062301636, "imdecont_mean": 0.3103522062301636, "imdecont_min": 0.3103522062301636, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.65625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.65625, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.65625, "clip_score_dfn_public_prev_turn_only_min": -0.62939453125, "clip_score_dfn_public_prev_turn_only_mean": -0.62939453125, "clip_score_dfn_public_prev_turn_only_max": -0.62939453125, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.140625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.140625, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.140625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.703125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.703125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.703125, "clip_score_clip_vitl14_224_next_turn_only_min": 19.53125, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.53125, "clip_score_clip_vitl14_224_next_turn_only_max": 19.53125, "clip_score_dfn_public_next_turn_only_min": 1.6962890625, "clip_score_dfn_public_next_turn_only_mean": 1.6962890625, "clip_score_dfn_public_next_turn_only_max": 1.6962890625, "clip_score_siglip2_b16_224_next_turn_only_min": -9.9140625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.9140625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.9140625, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.828125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.828125, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.734375, "clip_score_dfn_public_prev_and_next_turn_min": -0.3369140625, "clip_score_dfn_public_prev_and_next_turn_mean": -0.3369140625, "clip_score_dfn_public_prev_and_next_turn_max": -0.3369140625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 5.28125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 5.28125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 5.28125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.703125, "im_height": { "jpg": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1260.35 }, "im_clarity_mean": 1260.35, "im_clarity_min": 1260.35, "im_clarity_max": 1260.35, "im_luma": { "jpg": 68.59 }, "im_luma_mean": 68.59, "im_luma_min": 68.59, "im_luma_max": 68.59, "im_saturation": { "jpg": 117.43 }, "im_saturation_mean": 117.43, "im_saturation_min": 117.43, "im_saturation_max": 117.43, "im_entropy": { "jpg": 6.81 }, "im_entropy_mean": 6.81, "im_entropy_min": 6.81, "im_entropy_max": 6.81, "unifilter_score_qwen2_5_1_5b": -1.6748046875, "unifilter_score_qwen3_0_6b": -0.264892578125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8938772117661148, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 0.023031126936149393, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.021495523224576873, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9559979438781738, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.0034001406747847795, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.002365574473515153, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.7150360345840454, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.4637133479118347, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.7991302013397217, "text_quality_nvidia_edu_nemotron4_score": 0.79736328125, "text_quality_nvidia_edu_mixtral_score": 0.219970703125, "text_quality_dclmbaseline_fasttext_score": 0.9996851682662964, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0012714862823486328, "custom_fasttext_core_fasttext_score": 6.9141387939453125e-06, "custom_fasttext_val_clean_fasttext_score": 0.0009812712669372559, "custom_fasttext_core_clean_fasttext_score": 3.2901763916015625e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.125, "within_sample_repetition_detection": 4.0 }, "50": { "detoxify": 1, "length_chars": 304, "length_tokens": 1900, "length_tokens_text_only": 108, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6266438262631194, "iqa_live_min": 0.6266438262631194, "iqa_live_max": 0.6266438262631194, "iqa_csiq_mean": 0.793522298336029, "iqa_csiq_min": 0.793522298336029, "iqa_csiq_max": 0.793522298336029, "iqa_tid2013_mean": 0.47693872451782227, "iqa_tid2013_min": 0.47693872451782227, "iqa_tid2013_max": 0.47693872451782227, "iqa_kadid10k_mean": 0.4600830078125, "iqa_kadid10k_min": 0.4600830078125, "iqa_kadid10k_max": 0.4600830078125, "iqa_flive_mean": 0.691592746310764, "iqa_flive_min": 0.691592746310764, "iqa_flive_max": 0.691592746310764, "iqa_spaq_mean": 0.5769083042337437, "iqa_spaq_min": 0.5769083042337437, "iqa_spaq_max": 0.5769083042337437, "iqa_clive_mean": 0.4929643496118411, "iqa_clive_min": 0.4929643496118411, "iqa_clive_max": 0.4929643496118411, "iqa_koniq10k_mean": 0.590367827752624, "iqa_koniq10k_min": 0.590367827752624, "iqa_koniq10k_max": 0.590367827752624, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "tl", "score": 7.826439518604663e-23 }, { "lang": "fr", "score": 2.9594861944296394e-26 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9030221104621887 }, { "lang": "id", "score": 0.006721494719386101 }, { "lang": "de", "score": 0.0062271831557154655 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6266438262631194, "iqa_v2_live_min": 0.6266438262631194, "iqa_v2_live_max": 0.6266438262631194, "iqa_v2_csiq_mean": 0.793522298336029, "iqa_v2_csiq_min": 0.793522298336029, "iqa_v2_csiq_max": 0.793522298336029, "iqa_v2_tid2013_mean": 0.4769319428337945, "iqa_v2_tid2013_min": 0.4769319428337945, "iqa_v2_tid2013_max": 0.4769319428337945, "iqa_v2_kadid10k_mean": 0.4599609375, "iqa_v2_kadid10k_min": 0.4599609375, "iqa_v2_kadid10k_max": 0.4599609375, "iqa_v2_flive_mean": 0.691592746310764, "iqa_v2_flive_min": 0.691592746310764, "iqa_v2_flive_max": 0.691592746310764, "iqa_v2_spaq_mean": 0.5769083042337437, "iqa_v2_spaq_min": 0.5769083042337437, "iqa_v2_spaq_max": 0.5769083042337437, "iqa_v2_clive_mean": 0.4929742138795179, "iqa_v2_clive_min": 0.4929742138795179, "iqa_v2_clive_max": 0.4929742138795179, "iqa_v2_koniq10k_mean": 0.590367827752624, "iqa_v2_koniq10k_min": 0.590367827752624, "iqa_v2_koniq10k_max": 0.590367827752624, "imdecont": { "jpg": 0.3818766474723816 }, "imdecont_image_match": { "jpg": 266021 }, "imdecont_max": 0.3818766474723816, "imdecont_mean": 0.3818766474723816, "imdecont_min": 0.3818766474723816, "clip_score_clip_vitl14_224_prev_turn_only_min": 41.125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 41.125, "clip_score_clip_vitl14_224_prev_turn_only_max": 41.125, "clip_score_dfn_public_prev_turn_only_min": 4.0, "clip_score_dfn_public_prev_turn_only_mean": 4.0, "clip_score_dfn_public_prev_turn_only_max": 4.0, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.40625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.40625, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.40625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 31.6875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 31.6875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 31.6875, "clip_score_clip_vitl14_224_next_turn_only_min": 17.65625, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.65625, "clip_score_clip_vitl14_224_next_turn_only_max": 17.65625, "clip_score_dfn_public_next_turn_only_min": 1.2763671875, "clip_score_dfn_public_next_turn_only_mean": 1.2763671875, "clip_score_dfn_public_next_turn_only_max": 1.2763671875, "clip_score_siglip2_b16_224_next_turn_only_min": -11.296875, "clip_score_siglip2_b16_224_next_turn_only_mean": -11.296875, "clip_score_siglip2_b16_224_next_turn_only_max": -11.296875, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.34375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.34375, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 41.0, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 41.0, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 41.0, "clip_score_dfn_public_prev_and_next_turn_min": 3.91015625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.91015625, "clip_score_dfn_public_prev_and_next_turn_max": 3.91015625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 31.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 31.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 31.4375, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 480 }, "im_width_mean": 480.0, "im_width_min": 480, "im_width_max": 480, "im_ar": { "jpg": 0.6 }, "im_ar_mean": 0.6, "im_ar_min": 0.6, "im_ar_max": 0.6, "im_kilobytes": { "jpg": 1125.0 }, "im_kilobytes_mean": 1125.0, "im_kilobytes_min": 1125.0, "im_kilobytes_max": 1125.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4428.44 }, "im_clarity_mean": 4428.44, "im_clarity_min": 4428.44, "im_clarity_max": 4428.44, "im_luma": { "jpg": 109.28 }, "im_luma_mean": 109.28, "im_luma_min": 109.28, "im_luma_max": 109.28, "im_saturation": { "jpg": 23.28 }, "im_saturation_mean": 23.28, "im_saturation_min": 23.28, "im_saturation_max": 23.28, "im_entropy": { "jpg": 4.91 }, "im_entropy_mean": 4.91, "im_entropy_min": 4.91, "im_entropy_max": 4.91, "unifilter_score_qwen2_5_1_5b": -1.26953125, "unifilter_score_qwen3_0_6b": -0.5517578125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 7.826439518604663e-23, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 2.9594861944296394e-26, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9030221104621887, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.006721494719386101, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.0062271831557154655, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.9385273456573486, "text_quality_weborganizer_format_label": "Personal Blog", "text_quality_weborganizer_format_score": 0.33562415838241577, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.9967390894889832, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.08203125, "text_quality_dclmbaseline_fasttext_score": 0.6699394583702087, "text_quality_dolma3_fasttext_score": 0.7782557010650635, "custom_fasttext_val_fasttext_score": 0.009717881679534912, "custom_fasttext_core_fasttext_score": 0.0014113187789916992, "custom_fasttext_val_clean_fasttext_score": 0.08816760778427124, "custom_fasttext_core_clean_fasttext_score": 0.037539780139923096, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.6875, "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": 5.875, "within_sample_repetition_detection": 7.0 }, "47": { "detoxify": 1, "length_chars": 86, "length_tokens": 1345, "length_tokens_text_only": 66, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.496100107828776, "iqa_live_min": 0.496100107828776, "iqa_live_max": 0.496100107828776, "iqa_csiq_mean": 0.631290853023529, "iqa_csiq_min": 0.631290853023529, "iqa_csiq_max": 0.631290853023529, "iqa_tid2013_mean": 0.38480276531643337, "iqa_tid2013_min": 0.38480276531643337, "iqa_tid2013_max": 0.38480276531643337, "iqa_kadid10k_mean": 0.2515869140625, "iqa_kadid10k_min": 0.2515869140625, "iqa_kadid10k_max": 0.2515869140625, "iqa_flive_mean": 0.658429078381471, "iqa_flive_min": 0.658429078381471, "iqa_flive_max": 0.658429078381471, "iqa_spaq_mean": 0.4959917164812185, "iqa_spaq_min": 0.4959917164812185, "iqa_spaq_max": 0.4959917164812185, "iqa_clive_mean": 0.43471584898052795, "iqa_clive_min": 0.43471584898052795, "iqa_clive_max": 0.43471584898052795, "iqa_koniq10k_mean": 0.5905256560354523, "iqa_koniq10k_min": 0.5905256560354523, "iqa_koniq10k_max": 0.5905256560354523, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8350242462681595 }, { "lang": "tl", "score": 0.03396983910088469 }, { "lang": "la", "score": 0.025695625953643348 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9097564816474915 }, { "lang": "hi", "score": 0.007168472744524479 }, { "lang": "id", "score": 0.004907782189548016 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.496100107828776, "iqa_v2_live_min": 0.496100107828776, "iqa_v2_live_max": 0.496100107828776, "iqa_v2_csiq_mean": 0.631290853023529, "iqa_v2_csiq_min": 0.631290853023529, "iqa_v2_csiq_max": 0.631290853023529, "iqa_v2_tid2013_mean": 0.38480276531643337, "iqa_v2_tid2013_min": 0.38480276531643337, "iqa_v2_tid2013_max": 0.38480276531643337, "iqa_v2_kadid10k_mean": 0.2515869140625, "iqa_v2_kadid10k_min": 0.2515869140625, "iqa_v2_kadid10k_max": 0.2515869140625, "iqa_v2_flive_mean": 0.658429078381471, "iqa_v2_flive_min": 0.658429078381471, "iqa_v2_flive_max": 0.658429078381471, "iqa_v2_spaq_mean": 0.4959917164812185, "iqa_v2_spaq_min": 0.4959917164812185, "iqa_v2_spaq_max": 0.4959917164812185, "iqa_v2_clive_mean": 0.43471584898052795, "iqa_v2_clive_min": 0.43471584898052795, "iqa_v2_clive_max": 0.43471584898052795, "iqa_v2_koniq10k_mean": 0.5905256560354523, "iqa_v2_koniq10k_min": 0.5905256560354523, "iqa_v2_koniq10k_max": 0.5905256560354523, "imdecont": { "jpg": 0.32645463943481445 }, "imdecont_image_match": { "jpg": 202046 }, "imdecont_max": 0.32645463943481445, "imdecont_mean": 0.32645463943481445, "imdecont_min": 0.32645463943481445, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.390625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.390625, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.390625, "clip_score_dfn_public_prev_turn_only_min": 1.986328125, "clip_score_dfn_public_prev_turn_only_mean": 1.986328125, "clip_score_dfn_public_prev_turn_only_max": 1.986328125, "clip_score_siglip2_b16_224_prev_turn_only_min": -3.6328125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -3.6328125, "clip_score_siglip2_b16_224_prev_turn_only_max": -3.6328125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.921875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.921875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.921875, "clip_score_clip_vitl14_224_next_turn_only_min": 15.9921875, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.9921875, "clip_score_clip_vitl14_224_next_turn_only_max": 15.9921875, "clip_score_dfn_public_next_turn_only_min": 0.9033203125, "clip_score_dfn_public_next_turn_only_mean": 0.9033203125, "clip_score_dfn_public_next_turn_only_max": 0.9033203125, "clip_score_siglip2_b16_224_next_turn_only_min": -8.5234375, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.5234375, "clip_score_siglip2_b16_224_next_turn_only_max": -8.5234375, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.6015625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.6015625, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.6015625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.859375, "clip_score_dfn_public_prev_and_next_turn_min": 1.935546875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.935546875, "clip_score_dfn_public_prev_and_next_turn_max": 1.935546875, "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": 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": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.0 }, "im_ar_mean": 1.0, "im_ar_min": 1.0, "im_ar_max": 1.0, "im_kilobytes": { "jpg": 1875.0 }, "im_kilobytes_mean": 1875.0, "im_kilobytes_min": 1875.0, "im_kilobytes_max": 1875.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1018.42 }, "im_clarity_mean": 1018.42, "im_clarity_min": 1018.42, "im_clarity_max": 1018.42, "im_luma": { "jpg": 220.15 }, "im_luma_mean": 220.15, "im_luma_min": 220.15, "im_luma_max": 220.15, "im_saturation": { "jpg": 14.39 }, "im_saturation_mean": 14.39, "im_saturation_min": 14.39, "im_saturation_max": 14.39, "im_entropy": { "jpg": 1.38 }, "im_entropy_mean": 1.38, "im_entropy_min": 1.38, "im_entropy_max": 1.38, "unifilter_score_qwen2_5_1_5b": -0.38232421875, "unifilter_score_qwen3_0_6b": -1.583984375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8350242462681595, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.03396983910088469, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.025695625953643348, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9097564816474915, "language_detection_annotation_nllb_1_lan": "hi", "language_detection_annotation_nllb_1_score": 0.007168472744524479, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.004907782189548016, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.5256227850914001, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5169612765312195, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9607141017913818, "text_quality_nvidia_edu_nemotron4_score": 0.0129547119140625, "text_quality_nvidia_edu_mixtral_score": 0.0, "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": 2.7418136596679688e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0625, "within_sample_repetition_detection": 10.0 }, "44": { "detoxify": 0, "length_chars": 104, "length_tokens": 3399, "length_tokens_text_only": 72, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.526526441477766, "iqa_live_min": 0.526526441477766, "iqa_live_max": 0.526526441477766, "iqa_csiq_mean": 0.752994954586029, "iqa_csiq_min": 0.752994954586029, "iqa_csiq_max": 0.752994954586029, "iqa_tid2013_mean": 0.4174633555942111, "iqa_tid2013_min": 0.4174633555942111, "iqa_tid2013_max": 0.4174633555942111, "iqa_kadid10k_mean": 0.3299560546875, "iqa_kadid10k_min": 0.3299560546875, "iqa_kadid10k_max": 0.3299560546875, "iqa_flive_mean": 0.5922398422703599, "iqa_flive_min": 0.5922398422703599, "iqa_flive_max": 0.5922398422703599, "iqa_spaq_mean": 0.3971418900923296, "iqa_spaq_min": 0.3971418900923296, "iqa_spaq_max": 0.3971418900923296, "iqa_clive_mean": 0.3069933111017401, "iqa_clive_min": 0.3069933111017401, "iqa_clive_max": 0.3069933111017401, "iqa_koniq10k_mean": 0.5024574742172704, "iqa_koniq10k_min": 0.5024574742172704, "iqa_koniq10k_max": 0.5024574742172704, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9428276272491651 }, { "lang": "tl", "score": 0.016331112052040672 }, { "lang": "la", "score": 0.005941485074483301 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8758561015129089 }, { "lang": "id", "score": 0.012745488435029984 }, { "lang": "de", "score": 0.0062062605284154415 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.526526441477766, "iqa_v2_live_min": 0.526526441477766, "iqa_v2_live_max": 0.526526441477766, "iqa_v2_csiq_mean": 0.752994954586029, "iqa_v2_csiq_min": 0.752994954586029, "iqa_v2_csiq_max": 0.752994954586029, "iqa_v2_tid2013_mean": 0.4174633555942111, "iqa_v2_tid2013_min": 0.4174633555942111, "iqa_v2_tid2013_max": 0.4174633555942111, "iqa_v2_kadid10k_mean": 0.3299560546875, "iqa_v2_kadid10k_min": 0.3299560546875, "iqa_v2_kadid10k_max": 0.3299560546875, "iqa_v2_flive_mean": 0.5922398422703599, "iqa_v2_flive_min": 0.5922398422703599, "iqa_v2_flive_max": 0.5922398422703599, "iqa_v2_spaq_mean": 0.3971418900923296, "iqa_v2_spaq_min": 0.3971418900923296, "iqa_v2_spaq_max": 0.3971418900923296, "iqa_v2_clive_mean": 0.3069933111017401, "iqa_v2_clive_min": 0.3069933111017401, "iqa_v2_clive_max": 0.3069933111017401, "iqa_v2_koniq10k_mean": 0.5024574742172704, "iqa_v2_koniq10k_min": 0.5024574742172704, "iqa_v2_koniq10k_max": 0.5024574742172704, "imdecont": { "jpg": 0.2600080370903015 }, "imdecont_image_match": { "jpg": 232653 }, "imdecont_max": 0.2600080370903015, "imdecont_mean": 0.2600080370903015, "imdecont_min": 0.2600080370903015, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.046875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.046875, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.046875, "clip_score_dfn_public_prev_turn_only_min": 3.365234375, "clip_score_dfn_public_prev_turn_only_mean": 3.365234375, "clip_score_dfn_public_prev_turn_only_max": 3.365234375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.234375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.234375, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.234375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.390625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.390625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.390625, "clip_score_clip_vitl14_224_next_turn_only_min": 16.109375, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.109375, "clip_score_clip_vitl14_224_next_turn_only_max": 16.109375, "clip_score_dfn_public_next_turn_only_min": -0.429931640625, "clip_score_dfn_public_next_turn_only_mean": -0.429931640625, "clip_score_dfn_public_next_turn_only_max": -0.429931640625, "clip_score_siglip2_b16_224_next_turn_only_min": -10.3984375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.3984375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.3984375, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.921875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.921875, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.609375, "clip_score_dfn_public_prev_and_next_turn_min": 3.08984375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.08984375, "clip_score_dfn_public_prev_and_next_turn_max": 3.08984375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.75, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.75, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.125, "im_height": { "jpg": 612 }, "im_height_mean": 612.0, "im_height_min": 612, "im_height_max": 612, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.348 }, "im_ar_mean": 1.348, "im_ar_min": 1.348, "im_ar_max": 1.348, "im_kilobytes": { "jpg": 1479.2 }, "im_kilobytes_mean": 1479.2, "im_kilobytes_min": 1479.2, "im_kilobytes_max": 1479.2, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 616.7 }, "im_clarity_mean": 616.7, "im_clarity_min": 616.7, "im_clarity_max": 616.7, "im_luma": { "jpg": 63.6 }, "im_luma_mean": 63.6, "im_luma_min": 63.6, "im_luma_max": 63.6, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 6.96 }, "im_entropy_mean": 6.96, "im_entropy_min": 6.96, "im_entropy_max": 6.96, "unifilter_score_qwen2_5_1_5b": -1.00390625, "unifilter_score_qwen3_0_6b": -0.2481689453125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9428276272491651, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.016331112052040672, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.005941485074483301, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8758561015129089, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.012745488435029984, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.0062062605284154415, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7615548968315125, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.25981298089027405, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.9917680025100708, "text_quality_nvidia_edu_nemotron4_score": 0.062347412109375, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.5783416032791138, "text_quality_dolma3_fasttext_score": 0.2866870164871216, "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": 9.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 9.0 }, "52": { "detoxify": 0, "length_chars": 151, "length_tokens": 3408, "length_tokens_text_only": 81, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.798834482828776, "iqa_live_min": 0.798834482828776, "iqa_live_max": 0.798834482828776, "iqa_csiq_mean": 0.895084798336029, "iqa_csiq_min": 0.895084798336029, "iqa_csiq_max": 0.895084798336029, "iqa_tid2013_mean": 0.5994837548997667, "iqa_tid2013_min": 0.5994837548997667, "iqa_tid2013_max": 0.5994837548997667, "iqa_kadid10k_mean": 0.553466796875, "iqa_kadid10k_min": 0.553466796875, "iqa_kadid10k_max": 0.553466796875, "iqa_flive_mean": 0.7475034155026832, "iqa_flive_min": 0.7475034155026832, "iqa_flive_max": 0.7475034155026832, "iqa_spaq_mean": 0.6801280012034407, "iqa_spaq_min": 0.6801280012034407, "iqa_spaq_max": 0.6801280012034407, "iqa_clive_mean": 0.6345659121118411, "iqa_clive_min": 0.6345659121118411, "iqa_clive_max": 0.6345659121118411, "iqa_koniq10k_mean": 0.6793829407354799, "iqa_koniq10k_min": 0.6793829407354799, "iqa_koniq10k_max": 0.6793829407354799, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9572210991924802 }, { "lang": "tl", "score": 0.02504369247768574 }, { "lang": "nl", "score": 0.005375498071332777 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8043683767318726 }, { "lang": "de", "score": 0.012392857111990452 }, { "lang": "fr", "score": 0.011422982439398766 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.798834482828776, "iqa_v2_live_min": 0.798834482828776, "iqa_v2_live_max": 0.798834482828776, "iqa_v2_csiq_mean": 0.895084798336029, "iqa_v2_csiq_min": 0.895084798336029, "iqa_v2_csiq_max": 0.895084798336029, "iqa_v2_tid2013_mean": 0.5994837548997667, "iqa_v2_tid2013_min": 0.5994837548997667, "iqa_v2_tid2013_max": 0.5994837548997667, "iqa_v2_kadid10k_mean": 0.553466796875, "iqa_v2_kadid10k_min": 0.553466796875, "iqa_v2_kadid10k_max": 0.553466796875, "iqa_v2_flive_mean": 0.7475034155026832, "iqa_v2_flive_min": 0.7475034155026832, "iqa_v2_flive_max": 0.7475034155026832, "iqa_v2_spaq_mean": 0.6801280012034407, "iqa_v2_spaq_min": 0.6801280012034407, "iqa_v2_spaq_max": 0.6801280012034407, "iqa_v2_clive_mean": 0.6345659121118411, "iqa_v2_clive_min": 0.6345659121118411, "iqa_v2_clive_max": 0.6345659121118411, "iqa_v2_koniq10k_mean": 0.6793829407354799, "iqa_v2_koniq10k_min": 0.6793829407354799, "iqa_v2_koniq10k_max": 0.6793829407354799, "imdecont": { "jpg": 0.2821403741836548 }, "imdecont_image_match": { "jpg": 15457 }, "imdecont_max": 0.2821403741836548, "imdecont_mean": 0.2821403741836548, "imdecont_min": 0.2821403741836548, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.03125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.03125, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.03125, "clip_score_dfn_public_prev_turn_only_min": 4.85546875, "clip_score_dfn_public_prev_turn_only_mean": 4.85546875, "clip_score_dfn_public_prev_turn_only_max": 4.85546875, "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": 26.78125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.78125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.78125, "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": 0.08905029296875, "clip_score_dfn_public_next_turn_only_mean": 0.08905029296875, "clip_score_dfn_public_next_turn_only_max": 0.08905029296875, "clip_score_siglip2_b16_224_next_turn_only_min": -7.4140625, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.4140625, "clip_score_siglip2_b16_224_next_turn_only_max": -7.4140625, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.9921875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.9921875, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.9921875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.46875, "clip_score_dfn_public_prev_and_next_turn_min": 4.81640625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.81640625, "clip_score_dfn_public_prev_and_next_turn_max": 4.81640625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 9.453125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 9.453125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 9.453125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.203125, "im_height": { "jpg": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 320 }, "im_width_mean": 320.0, "im_width_min": 320, "im_width_max": 320, "im_ar": { "jpg": 0.8 }, "im_ar_mean": 0.8, "im_ar_min": 0.8, "im_ar_max": 0.8, "im_kilobytes": { "jpg": 375.0 }, "im_kilobytes_mean": 375.0, "im_kilobytes_min": 375.0, "im_kilobytes_max": 375.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 6021.85 }, "im_clarity_mean": 6021.85, "im_clarity_min": 6021.85, "im_clarity_max": 6021.85, "im_luma": { "jpg": 187.88 }, "im_luma_mean": 187.88, "im_luma_min": 187.88, "im_luma_max": 187.88, "im_saturation": { "jpg": 93.27 }, "im_saturation_mean": 93.27, "im_saturation_min": 93.27, "im_saturation_max": 93.27, "im_entropy": { "jpg": 4.84 }, "im_entropy_mean": 4.84, "im_entropy_min": 4.84, "im_entropy_max": 4.84, "unifilter_score_qwen2_5_1_5b": -1.3974609375, "unifilter_score_qwen3_0_6b": 1.38671875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9572210991924802, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.02504369247768574, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.005375498071332777, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8043683767318726, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.012392857111990452, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.011422982439398766, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.7888369560241699, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.7307829260826111, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.6417783498764038, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.003707587718963623, "text_quality_dolma3_fasttext_score": 0.0013766288757324219, "custom_fasttext_val_fasttext_score": 0.0004925727844238281, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0015847086906433105, "custom_fasttext_core_clean_fasttext_score": 1.430511474609375e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 8.0 }, "37": { "detoxify": 1, "length_chars": 138, "length_tokens": 1357, "length_tokens_text_only": 77, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7109241292934225, "iqa_live_min": 0.7109241292934225, "iqa_live_max": 0.7109241292934225, "iqa_csiq_mean": 0.852360188961029, "iqa_csiq_min": 0.852360188961029, "iqa_csiq_max": 0.852360188961029, "iqa_tid2013_mean": 0.4986197683546278, "iqa_tid2013_min": 0.4986197683546278, "iqa_tid2013_max": 0.4986197683546278, "iqa_kadid10k_mean": 0.3658447265625, "iqa_kadid10k_min": 0.3658447265625, "iqa_kadid10k_max": 0.3658447265625, "iqa_flive_mean": 0.7265911680279357, "iqa_flive_min": 0.7265911680279357, "iqa_flive_max": 0.7265911680279357, "iqa_spaq_mean": 0.5920598193852589, "iqa_spaq_min": 0.5920598193852589, "iqa_spaq_max": 0.5920598193852589, "iqa_clive_mean": 0.5784579575663865, "iqa_clive_min": 0.5784579575663865, "iqa_clive_max": 0.5784579575663865, "iqa_koniq10k_mean": 0.6115168176516138, "iqa_koniq10k_min": 0.6115168176516138, "iqa_koniq10k_max": 0.6115168176516138, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9770803538199522 }, { "lang": "tl", "score": 0.008302076117226878 }, { "lang": "la", "score": 0.0022910228197511144 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9019327163696289 }, { "lang": "th", "score": 0.0044489516876637936 }, { "lang": "bn", "score": 0.00424147816374898 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7109241292934225, "iqa_v2_live_min": 0.7109241292934225, "iqa_v2_live_max": 0.7109241292934225, "iqa_v2_csiq_mean": 0.852360188961029, "iqa_v2_csiq_min": 0.852360188961029, "iqa_v2_csiq_max": 0.852360188961029, "iqa_v2_tid2013_mean": 0.4986197683546278, "iqa_v2_tid2013_min": 0.4986197683546278, "iqa_v2_tid2013_max": 0.4986197683546278, "iqa_v2_kadid10k_mean": 0.3658447265625, "iqa_v2_kadid10k_min": 0.3658447265625, "iqa_v2_kadid10k_max": 0.3658447265625, "iqa_v2_flive_mean": 0.7265911680279357, "iqa_v2_flive_min": 0.7265911680279357, "iqa_v2_flive_max": 0.7265911680279357, "iqa_v2_spaq_mean": 0.5920598193852589, "iqa_v2_spaq_min": 0.5920598193852589, "iqa_v2_spaq_max": 0.5920598193852589, "iqa_v2_clive_mean": 0.5784579575663865, "iqa_v2_clive_min": 0.5784579575663865, "iqa_v2_clive_max": 0.5784579575663865, "iqa_v2_koniq10k_mean": 0.6115168176516138, "iqa_v2_koniq10k_min": 0.6115168176516138, "iqa_v2_koniq10k_max": 0.6115168176516138, "imdecont": { "jpg": 0.22490471601486206 }, "imdecont_image_match": { "jpg": 266364 }, "imdecont_max": 0.22490471601486206, "imdecont_mean": 0.22490471601486206, "imdecont_min": 0.22490471601486206, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.484375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.484375, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.484375, "clip_score_dfn_public_prev_turn_only_min": 3.4296875, "clip_score_dfn_public_prev_turn_only_mean": 3.4296875, "clip_score_dfn_public_prev_turn_only_max": 3.4296875, "clip_score_siglip2_b16_224_prev_turn_only_min": 7.4375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 7.4375, "clip_score_siglip2_b16_224_prev_turn_only_max": 7.4375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.8125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.8125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.8125, "clip_score_clip_vitl14_224_next_turn_only_min": 18.609375, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.609375, "clip_score_clip_vitl14_224_next_turn_only_max": 18.609375, "clip_score_dfn_public_next_turn_only_min": 0.49658203125, "clip_score_dfn_public_next_turn_only_mean": 0.49658203125, "clip_score_dfn_public_next_turn_only_max": 0.49658203125, "clip_score_siglip2_b16_224_next_turn_only_min": -10.109375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.109375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.109375, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.7578125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.7578125, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.7578125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.421875, "clip_score_dfn_public_prev_and_next_turn_min": 3.1171875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.1171875, "clip_score_dfn_public_prev_and_next_turn_max": 3.1171875, "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": 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": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.0 }, "im_ar_mean": 1.0, "im_ar_min": 1.0, "im_ar_max": 1.0, "im_kilobytes": { "jpg": 1875.0 }, "im_kilobytes_mean": 1875.0, "im_kilobytes_min": 1875.0, "im_kilobytes_max": 1875.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1897.11 }, "im_clarity_mean": 1897.11, "im_clarity_min": 1897.11, "im_clarity_max": 1897.11, "im_luma": { "jpg": 187.38 }, "im_luma_mean": 187.38, "im_luma_min": 187.38, "im_luma_max": 187.38, "im_saturation": { "jpg": 70.11 }, "im_saturation_mean": 70.11, "im_saturation_min": 70.11, "im_saturation_max": 70.11, "im_entropy": { "jpg": 5.38 }, "im_entropy_mean": 5.38, "im_entropy_min": 5.38, "im_entropy_max": 5.38, "unifilter_score_qwen2_5_1_5b": -0.50830078125, "unifilter_score_qwen3_0_6b": 1.591796875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9770803538199522, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.008302076117226878, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.0022910228197511144, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9019327163696289, "language_detection_annotation_nllb_1_lan": "th", "language_detection_annotation_nllb_1_score": 0.0044489516876637936, "language_detection_annotation_nllb_2_lan": "bn", "language_detection_annotation_nllb_2_score": 0.00424147816374898, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.23360006511211395, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.43650534749031067, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.254338800907135, "text_quality_nvidia_edu_nemotron4_score": 0.1171875, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.8865450024604797, "text_quality_dolma3_fasttext_score": 0.9999872446060181, "custom_fasttext_val_fasttext_score": 0.0003020763397216797, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0008414983749389648, "custom_fasttext_core_clean_fasttext_score": 2.753734588623047e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.96875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.71875, "within_sample_repetition_detection": 4.0 }, "51": { "detoxify": 1, "length_chars": 134, "length_tokens": 1865, "length_tokens_text_only": 74, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6535535484853416, "iqa_live_min": 0.6535535484853416, "iqa_live_max": 0.6535535484853416, "iqa_csiq_mean": 0.836491048336029, "iqa_csiq_min": 0.836491048336029, "iqa_csiq_max": 0.836491048336029, "iqa_tid2013_mean": 0.4368860986497667, "iqa_tid2013_min": 0.4368860986497667, "iqa_tid2013_max": 0.4368860986497667, "iqa_kadid10k_mean": 0.472412109375, "iqa_kadid10k_min": 0.472412109375, "iqa_kadid10k_max": 0.472412109375, "iqa_flive_mean": 0.7329042993410669, "iqa_flive_min": 0.7329042993410669, "iqa_flive_max": 0.7329042993410669, "iqa_spaq_mean": 0.627807925445865, "iqa_spaq_min": 0.627807925445865, "iqa_spaq_max": 0.627807925445865, "iqa_clive_mean": 0.6372489543876263, "iqa_clive_min": 0.6372489543876263, "iqa_clive_max": 0.6372489543876263, "iqa_koniq10k_mean": 0.6673879912405304, "iqa_koniq10k_min": 0.6673879912405304, "iqa_koniq10k_max": 0.6673879912405304, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9702792659275751 }, { "lang": "tl", "score": 0.005273141094165706 }, { "lang": "de", "score": 0.003247727880478882 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.844275176525116 }, { "lang": "de", "score": 0.007133279927074909 }, { "lang": "ro", "score": 0.006073507945984602 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6535535484853416, "iqa_v2_live_min": 0.6535535484853416, "iqa_v2_live_max": 0.6535535484853416, "iqa_v2_csiq_mean": 0.836491048336029, "iqa_v2_csiq_min": 0.836491048336029, "iqa_v2_csiq_max": 0.836491048336029, "iqa_v2_tid2013_mean": 0.4368860986497667, "iqa_v2_tid2013_min": 0.4368860986497667, "iqa_v2_tid2013_max": 0.4368860986497667, "iqa_v2_kadid10k_mean": 0.472412109375, "iqa_v2_kadid10k_min": 0.472412109375, "iqa_v2_kadid10k_max": 0.472412109375, "iqa_v2_flive_mean": 0.7329832134824811, "iqa_v2_flive_min": 0.7329832134824811, "iqa_v2_flive_max": 0.7329832134824811, "iqa_v2_spaq_mean": 0.6277290113044508, "iqa_v2_spaq_min": 0.6277290113044508, "iqa_v2_spaq_max": 0.6277290113044508, "iqa_v2_clive_mean": 0.6372489543876263, "iqa_v2_clive_min": 0.6372489543876263, "iqa_v2_clive_max": 0.6372489543876263, "iqa_v2_koniq10k_mean": 0.6673879912405304, "iqa_v2_koniq10k_min": 0.6673879912405304, "iqa_v2_koniq10k_max": 0.6673879912405304, "imdecont": { "jpg": 0.2549809217453003 }, "imdecont_image_match": { "jpg": 253418 }, "imdecont_max": 0.2549809217453003, "imdecont_mean": 0.2549809217453003, "imdecont_min": 0.2549809217453003, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.390625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.390625, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.390625, "clip_score_dfn_public_prev_turn_only_min": 4.1171875, "clip_score_dfn_public_prev_turn_only_mean": 4.1171875, "clip_score_dfn_public_prev_turn_only_max": 4.1171875, "clip_score_siglip2_b16_224_prev_turn_only_min": 6.015625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 6.015625, "clip_score_siglip2_b16_224_prev_turn_only_max": 6.015625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 29.6875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 29.6875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 29.6875, "clip_score_clip_vitl14_224_next_turn_only_min": 18.046875, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.046875, "clip_score_clip_vitl14_224_next_turn_only_max": 18.046875, "clip_score_dfn_public_next_turn_only_min": 0.48291015625, "clip_score_dfn_public_next_turn_only_mean": 0.48291015625, "clip_score_dfn_public_next_turn_only_max": 0.48291015625, "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": 13.515625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.515625, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.59375, "clip_score_dfn_public_prev_and_next_turn_min": 3.609375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.609375, "clip_score_dfn_public_prev_and_next_turn_max": 3.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 6.71875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 6.71875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 6.71875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 29.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 29.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 29.421875, "im_height": { "jpg": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1377.83 }, "im_clarity_mean": 1377.83, "im_clarity_min": 1377.83, "im_clarity_max": 1377.83, "im_luma": { "jpg": 136.1 }, "im_luma_mean": 136.1, "im_luma_min": 136.1, "im_luma_max": 136.1, "im_saturation": { "jpg": 25.65 }, "im_saturation_mean": 25.65, "im_saturation_min": 25.65, "im_saturation_max": 25.65, "im_entropy": { "jpg": 7.35 }, "im_entropy_mean": 7.35, "im_entropy_min": 7.35, "im_entropy_max": 7.35, "unifilter_score_qwen2_5_1_5b": 0.6162109375, "unifilter_score_qwen3_0_6b": -1.0244140625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9702792659275751, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.005273141094165706, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 0.003247727880478882, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.844275176525116, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.007133279927074909, "language_detection_annotation_nllb_2_lan": "ro", "language_detection_annotation_nllb_2_score": 0.006073507945984602, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.26075178384780884, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.4018714427947998, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.6399959325790405, "text_quality_nvidia_edu_nemotron4_score": 0.320068359375, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.0559694766998291, "text_quality_dolma3_fasttext_score": 0.0037162303924560547, "custom_fasttext_val_fasttext_score": 7.30752944946289e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.006932258605957031, "custom_fasttext_core_clean_fasttext_score": 1.621246337890625e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 8.0 }, "53": { "detoxify": 0, "length_chars": 100, "length_tokens": 1860, "length_tokens_text_only": 68, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7928370080813013, "iqa_live_min": 0.7928370080813013, "iqa_live_max": 0.7928370080813013, "iqa_csiq_mean": 0.839909017086029, "iqa_csiq_min": 0.839909017086029, "iqa_csiq_max": 0.839909017086029, "iqa_tid2013_mean": 0.5684507687886555, "iqa_tid2013_min": 0.5684507687886555, "iqa_tid2013_max": 0.5684507687886555, "iqa_kadid10k_mean": 0.55145263671875, "iqa_kadid10k_min": 0.55145263671875, "iqa_kadid10k_max": 0.55145263671875, "iqa_flive_mean": 0.6947098548966225, "iqa_flive_min": 0.6947098548966225, "iqa_flive_max": 0.6947098548966225, "iqa_spaq_mean": 0.6405131022135417, "iqa_spaq_min": 0.6405131022135417, "iqa_spaq_max": 0.6405131022135417, "iqa_clive_mean": 0.6597394846906566, "iqa_clive_min": 0.6597394846906566, "iqa_clive_max": 0.6597394846906566, "iqa_koniq10k_mean": 0.722943546796086, "iqa_koniq10k_min": 0.722943546796086, "iqa_koniq10k_max": 0.722943546796086, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8284321408665241 }, { "lang": "tl", "score": 0.02518238657383308 }, { "lang": "fr", "score": 0.02264174164109423 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8843623399734497 }, { "lang": "hi", "score": 0.007760245818644762 }, { "lang": "id", "score": 0.00596420094370842 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7928370080813013, "iqa_v2_live_min": 0.7928370080813013, "iqa_v2_live_max": 0.7928370080813013, "iqa_v2_csiq_mean": 0.839909017086029, "iqa_v2_csiq_min": 0.839909017086029, "iqa_v2_csiq_max": 0.839909017086029, "iqa_v2_tid2013_mean": 0.5684507687886555, "iqa_v2_tid2013_min": 0.5684507687886555, "iqa_v2_tid2013_max": 0.5684507687886555, "iqa_v2_kadid10k_mean": 0.55145263671875, "iqa_v2_kadid10k_min": 0.55145263671875, "iqa_v2_kadid10k_max": 0.55145263671875, "iqa_v2_flive_mean": 0.6947493119673296, "iqa_v2_flive_min": 0.6947493119673296, "iqa_v2_flive_max": 0.6947493119673296, "iqa_v2_spaq_mean": 0.6405131022135417, "iqa_v2_spaq_min": 0.6405131022135417, "iqa_v2_spaq_max": 0.6405131022135417, "iqa_v2_clive_mean": 0.6595816564078283, "iqa_v2_clive_min": 0.6595816564078283, "iqa_v2_clive_max": 0.6595816564078283, "iqa_v2_koniq10k_mean": 0.722943546796086, "iqa_v2_koniq10k_min": 0.722943546796086, "iqa_v2_koniq10k_max": 0.722943546796086, "imdecont": { "jpg": 0.27129220962524414 }, "imdecont_image_match": { "jpg": 164495 }, "imdecont_max": 0.27129220962524414, "imdecont_mean": 0.27129220962524414, "imdecont_min": 0.27129220962524414, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.015625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.015625, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.015625, "clip_score_dfn_public_prev_turn_only_min": 1.822265625, "clip_score_dfn_public_prev_turn_only_mean": 1.822265625, "clip_score_dfn_public_prev_turn_only_max": 1.822265625, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.4375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.4375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.4375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.0, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.0, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.0, "clip_score_clip_vitl14_224_next_turn_only_min": 17.546875, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.546875, "clip_score_clip_vitl14_224_next_turn_only_max": 17.546875, "clip_score_dfn_public_next_turn_only_min": 0.134033203125, "clip_score_dfn_public_next_turn_only_mean": 0.134033203125, "clip_score_dfn_public_next_turn_only_max": 0.134033203125, "clip_score_siglip2_b16_224_next_turn_only_min": -10.2265625, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.2265625, "clip_score_siglip2_b16_224_next_turn_only_max": -10.2265625, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.890625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.890625, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.890625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.0625, "clip_score_dfn_public_prev_and_next_turn_min": 2.255859375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.255859375, "clip_score_dfn_public_prev_and_next_turn_max": 2.255859375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.0, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.0, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.0, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.09375, "im_height": { "jpg": 362 }, "im_height_mean": 362.0, "im_height_min": 362, "im_height_max": 362, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5193 }, "im_ar_mean": 1.5193, "im_ar_min": 1.5193, "im_ar_max": 1.5193, "im_kilobytes": { "jpg": 583.3 }, "im_kilobytes_mean": 583.3, "im_kilobytes_min": 583.3, "im_kilobytes_max": 583.3, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1893.12 }, "im_clarity_mean": 1893.12, "im_clarity_min": 1893.12, "im_clarity_max": 1893.12, "im_luma": { "jpg": 95.86 }, "im_luma_mean": 95.86, "im_luma_min": 95.86, "im_luma_max": 95.86, "im_saturation": { "jpg": 54.35 }, "im_saturation_mean": 54.35, "im_saturation_min": 54.35, "im_saturation_max": 54.35, "im_entropy": { "jpg": 7.38 }, "im_entropy_mean": 7.38, "im_entropy_min": 7.38, "im_entropy_max": 7.38, "unifilter_score_qwen2_5_1_5b": 0.48974609375, "unifilter_score_qwen3_0_6b": -0.1278076171875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8284321408665241, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.02518238657383308, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 0.02264174164109423, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8843623399734497, "language_detection_annotation_nllb_1_lan": "hi", "language_detection_annotation_nllb_1_score": 0.007760245818644762, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.00596420094370842, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.43431562185287476, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.25354239344596863, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9701030254364014, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9999891519546509, "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": 2.849102020263672e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.625, "within_sample_repetition_detection": 10.0 }, "58": { "detoxify": 1, "length_chars": 138, "length_tokens": 1866, "length_tokens_text_only": 75, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8434998868691801, "iqa_live_min": 0.8434998868691801, "iqa_live_max": 0.8434998868691801, "iqa_csiq_mean": 0.939518392086029, "iqa_csiq_min": 0.939518392086029, "iqa_csiq_max": 0.939518392086029, "iqa_tid2013_mean": 0.6109312375386555, "iqa_tid2013_min": 0.6109312375386555, "iqa_tid2013_max": 0.6109312375386555, "iqa_kadid10k_mean": 0.75958251953125, "iqa_kadid10k_min": 0.75958251953125, "iqa_kadid10k_max": 0.75958251953125, "iqa_flive_mean": 0.7383493750986427, "iqa_flive_min": 0.7383493750986427, "iqa_flive_max": 0.7383493750986427, "iqa_spaq_mean": 0.7448375971630367, "iqa_spaq_min": 0.7448375971630367, "iqa_spaq_max": 0.7448375971630367, "iqa_clive_mean": 0.6931990806502526, "iqa_clive_min": 0.6931990806502526, "iqa_clive_max": 0.6931990806502526, "iqa_koniq10k_mean": 0.7339915265940657, "iqa_koniq10k_min": 0.7339915265940657, "iqa_koniq10k_max": 0.7339915265940657, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9936135475872032 }, { "lang": "tl", "score": 0.003261049447707087 }, { "lang": "nl", "score": 0.000618127832048814 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9506806135177612 }, { "lang": "id", "score": 0.002735762158408761 }, { "lang": "bn", "score": 0.0027171671390533447 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8434998868691801, "iqa_v2_live_min": 0.8434998868691801, "iqa_v2_live_max": 0.8434998868691801, "iqa_v2_csiq_mean": 0.939518392086029, "iqa_v2_csiq_min": 0.939518392086029, "iqa_v2_csiq_max": 0.939518392086029, "iqa_v2_tid2013_mean": 0.6109312375386555, "iqa_v2_tid2013_min": 0.6109312375386555, "iqa_v2_tid2013_max": 0.6109312375386555, "iqa_v2_kadid10k_mean": 0.75970458984375, "iqa_v2_kadid10k_min": 0.75970458984375, "iqa_v2_kadid10k_max": 0.75970458984375, "iqa_v2_flive_mean": 0.7383493750986427, "iqa_v2_flive_min": 0.7383493750986427, "iqa_v2_flive_max": 0.7383493750986427, "iqa_v2_spaq_mean": 0.7448375971630367, "iqa_v2_spaq_min": 0.7448375971630367, "iqa_v2_spaq_max": 0.7448375971630367, "iqa_v2_clive_mean": 0.6931990806502526, "iqa_v2_clive_min": 0.6931990806502526, "iqa_v2_clive_max": 0.6931990806502526, "iqa_v2_koniq10k_mean": 0.7343071831597223, "iqa_v2_koniq10k_min": 0.7343071831597223, "iqa_v2_koniq10k_max": 0.7343071831597223, "imdecont": { "jpg": 0.3411914110183716 }, "imdecont_image_match": { "jpg": 265788 }, "imdecont_max": 0.3411914110183716, "imdecont_mean": 0.3411914110183716, "imdecont_min": 0.3411914110183716, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.46875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.46875, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.46875, "clip_score_dfn_public_prev_turn_only_min": 2.263671875, "clip_score_dfn_public_prev_turn_only_mean": 2.263671875, "clip_score_dfn_public_prev_turn_only_max": 2.263671875, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.890625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.890625, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.890625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 31.46875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 31.46875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 31.46875, "clip_score_clip_vitl14_224_next_turn_only_min": 17.765625, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.765625, "clip_score_clip_vitl14_224_next_turn_only_max": 17.765625, "clip_score_dfn_public_next_turn_only_min": 0.368408203125, "clip_score_dfn_public_next_turn_only_mean": 0.368408203125, "clip_score_dfn_public_next_turn_only_max": 0.368408203125, "clip_score_siglip2_b16_224_next_turn_only_min": -10.890625, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.890625, "clip_score_siglip2_b16_224_next_turn_only_max": -10.890625, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.6640625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.6640625, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.6640625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.5, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.5, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.5, "clip_score_dfn_public_prev_and_next_turn_min": 2.248046875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.248046875, "clip_score_dfn_public_prev_and_next_turn_max": 2.248046875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 5.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 5.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 5.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 31.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 31.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 31.25, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3228.06 }, "im_clarity_mean": 3228.06, "im_clarity_min": 3228.06, "im_clarity_max": 3228.06, "im_luma": { "jpg": 107.58 }, "im_luma_mean": 107.58, "im_luma_min": 107.58, "im_luma_max": 107.58, "im_saturation": { "jpg": 108.25 }, "im_saturation_mean": 108.25, "im_saturation_min": 108.25, "im_saturation_max": 108.25, "im_entropy": { "jpg": 7.39 }, "im_entropy_mean": 7.39, "im_entropy_min": 7.39, "im_entropy_max": 7.39, "unifilter_score_qwen2_5_1_5b": 0.487060546875, "unifilter_score_qwen3_0_6b": -1.4892578125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9936135475872032, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.003261049447707087, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.000618127832048814, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9506806135177612, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.002735762158408761, "language_detection_annotation_nllb_2_lan": "bn", "language_detection_annotation_nllb_2_score": 0.0027171671390533447, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.4877857565879822, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.4261879622936249, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9481726884841919, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.00698089599609375, "text_quality_dclmbaseline_fasttext_score": 0.07879632711410522, "text_quality_dolma3_fasttext_score": 0.44569772481918335, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 1.71661376953125e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.125, "within_sample_repetition_detection": 8.0 }, "54": { "detoxify": 1, "length_chars": 130, "length_tokens": 1870, "length_tokens_text_only": 78, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7846299373742306, "iqa_live_min": 0.7846299373742306, "iqa_live_max": 0.7846299373742306, "iqa_csiq_mean": 0.918034017086029, "iqa_csiq_min": 0.918034017086029, "iqa_csiq_max": 0.918034017086029, "iqa_tid2013_mean": 0.5830449528164333, "iqa_tid2013_min": 0.5830449528164333, "iqa_tid2013_max": 0.5830449528164333, "iqa_kadid10k_mean": 0.7562255859375, "iqa_kadid10k_min": 0.7562255859375, "iqa_kadid10k_max": 0.7562255859375, "iqa_flive_mean": 0.7254863700481377, "iqa_flive_min": 0.7254863700481377, "iqa_flive_max": 0.7254863700481377, "iqa_spaq_mean": 0.7189537587791983, "iqa_spaq_min": 0.7189537587791983, "iqa_spaq_max": 0.7189537587791983, "iqa_clive_mean": 0.6785210503472223, "iqa_clive_min": 0.6785210503472223, "iqa_clive_max": 0.6785210503472223, "iqa_koniq10k_mean": 0.6980066781092172, "iqa_koniq10k_min": 0.6980066781092172, "iqa_koniq10k_max": 0.6980066781092172, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.928302482389207 }, { "lang": "fr", "score": 0.014257319495600431 }, { "lang": "tl", "score": 0.010685772621046244 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8512823581695557 }, { "lang": "fr", "score": 0.007319100666791201 }, { "lang": "de", "score": 0.006823300383985043 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7847877656570589, "iqa_v2_live_min": 0.7847877656570589, "iqa_v2_live_max": 0.7847877656570589, "iqa_v2_csiq_mean": 0.918034017086029, "iqa_v2_csiq_min": 0.918034017086029, "iqa_v2_csiq_max": 0.918034017086029, "iqa_v2_tid2013_mean": 0.5830449528164333, "iqa_v2_tid2013_min": 0.5830449528164333, "iqa_v2_tid2013_max": 0.5830449528164333, "iqa_v2_kadid10k_mean": 0.7562255859375, "iqa_v2_kadid10k_min": 0.7562255859375, "iqa_v2_kadid10k_max": 0.7562255859375, "iqa_v2_flive_mean": 0.7254074559067235, "iqa_v2_flive_min": 0.7254074559067235, "iqa_v2_flive_max": 0.7254074559067235, "iqa_v2_spaq_mean": 0.7189537587791983, "iqa_v2_spaq_min": 0.7189537587791983, "iqa_v2_spaq_max": 0.7189537587791983, "iqa_v2_clive_mean": 0.6785210503472223, "iqa_v2_clive_min": 0.6785210503472223, "iqa_v2_clive_max": 0.6785210503472223, "iqa_v2_koniq10k_mean": 0.6980066781092172, "iqa_v2_koniq10k_min": 0.6980066781092172, "iqa_v2_koniq10k_max": 0.6980066781092172, "imdecont": { "jpg": 0.35370349884033203 }, "imdecont_image_match": { "jpg": 262303 }, "imdecont_max": 0.35370349884033203, "imdecont_mean": 0.35370349884033203, "imdecont_min": 0.35370349884033203, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.046875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.046875, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.046875, "clip_score_dfn_public_prev_turn_only_min": 4.33984375, "clip_score_dfn_public_prev_turn_only_mean": 4.33984375, "clip_score_dfn_public_prev_turn_only_max": 4.33984375, "clip_score_siglip2_b16_224_prev_turn_only_min": 7.203125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 7.203125, "clip_score_siglip2_b16_224_prev_turn_only_max": 7.203125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.9375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.9375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.9375, "clip_score_clip_vitl14_224_next_turn_only_min": 19.0, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.0, "clip_score_clip_vitl14_224_next_turn_only_max": 19.0, "clip_score_dfn_public_next_turn_only_min": 0.1627197265625, "clip_score_dfn_public_next_turn_only_mean": 0.1627197265625, "clip_score_dfn_public_next_turn_only_max": 0.1627197265625, "clip_score_siglip2_b16_224_next_turn_only_min": -10.0625, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.0625, "clip_score_siglip2_b16_224_next_turn_only_max": -10.0625, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.015625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.015625, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.015625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.96875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.96875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.96875, "clip_score_dfn_public_prev_and_next_turn_min": 4.39453125, "clip_score_dfn_public_prev_and_next_turn_mean": 4.39453125, "clip_score_dfn_public_prev_and_next_turn_max": 4.39453125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 7.09375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 7.09375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 7.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 28.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.078125, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3232.27 }, "im_clarity_mean": 3232.27, "im_clarity_min": 3232.27, "im_clarity_max": 3232.27, "im_luma": { "jpg": 115.07 }, "im_luma_mean": 115.07, "im_luma_min": 115.07, "im_luma_max": 115.07, "im_saturation": { "jpg": 98.61 }, "im_saturation_mean": 98.61, "im_saturation_min": 98.61, "im_saturation_max": 98.61, "im_entropy": { "jpg": 7.63 }, "im_entropy_mean": 7.63, "im_entropy_min": 7.63, "im_entropy_max": 7.63, "unifilter_score_qwen2_5_1_5b": -1.408203125, "unifilter_score_qwen3_0_6b": 0.12158203125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.928302482389207, "language_detection_annotation_lingua_1_lan": "fr", "language_detection_annotation_lingua_1_score": 0.014257319495600431, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.010685772621046244, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8512823581695557, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.007319100666791201, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.006823300383985043, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.5284535884857178, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.5824763774871826, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9968522191047668, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.11043977737426758, "text_quality_dolma3_fasttext_score": 9.66787338256836e-05, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 7.56978988647461e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.4375, "within_sample_repetition_detection": 8.0 }, "61": { "detoxify": 0, "length_chars": 128, "length_tokens": 1870, "length_tokens_text_only": 79, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8507599878792811, "iqa_live_min": 0.8507599878792811, "iqa_live_max": 0.8507599878792811, "iqa_csiq_mean": 0.960026204586029, "iqa_csiq_min": 0.960026204586029, "iqa_csiq_max": 0.960026204586029, "iqa_tid2013_mean": 0.7045727305942111, "iqa_tid2013_min": 0.7045727305942111, "iqa_tid2013_max": 0.7045727305942111, "iqa_kadid10k_mean": 0.8182373046875, "iqa_kadid10k_min": 0.8182373046875, "iqa_kadid10k_max": 0.8182373046875, "iqa_flive_mean": 0.7294320771188447, "iqa_flive_min": 0.7294320771188447, "iqa_flive_max": 0.7294320771188447, "iqa_spaq_mean": 0.7437327991832386, "iqa_spaq_min": 0.7437327991832386, "iqa_spaq_max": 0.7437327991832386, "iqa_clive_mean": 0.7320248382260102, "iqa_clive_min": 0.7320248382260102, "iqa_clive_max": 0.7320248382260102, "iqa_koniq10k_mean": 0.7409359710385102, "iqa_koniq10k_min": 0.7409359710385102, "iqa_koniq10k_max": 0.7409359710385102, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.7693352079446185 }, { "lang": "fr", "score": 0.07526243369722091 }, { "lang": "nl", "score": 0.03257816842077451 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.865109920501709 }, { "lang": "it", "score": 0.009979883208870888 }, { "lang": "es", "score": 0.007028896827250719 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8507599878792811, "iqa_v2_live_min": 0.8507599878792811, "iqa_v2_live_max": 0.8507599878792811, "iqa_v2_csiq_mean": 0.960026204586029, "iqa_v2_csiq_min": 0.960026204586029, "iqa_v2_csiq_max": 0.960026204586029, "iqa_v2_tid2013_mean": 0.7045727305942111, "iqa_v2_tid2013_min": 0.7045727305942111, "iqa_v2_tid2013_max": 0.7045727305942111, "iqa_v2_kadid10k_mean": 0.8182373046875, "iqa_v2_kadid10k_min": 0.8182373046875, "iqa_v2_kadid10k_max": 0.8182373046875, "iqa_v2_flive_mean": 0.7293531629774306, "iqa_v2_flive_min": 0.7293531629774306, "iqa_v2_flive_max": 0.7293531629774306, "iqa_v2_spaq_mean": 0.7437327991832386, "iqa_v2_spaq_min": 0.7437327991832386, "iqa_v2_spaq_max": 0.7437327991832386, "iqa_v2_clive_mean": 0.7320248382260102, "iqa_v2_clive_min": 0.7320248382260102, "iqa_v2_clive_max": 0.7320248382260102, "iqa_v2_koniq10k_mean": 0.7409359710385102, "iqa_v2_koniq10k_min": 0.7409359710385102, "iqa_v2_koniq10k_max": 0.7409359710385102, "imdecont": { "jpg": 0.36725640296936035 }, "imdecont_image_match": { "jpg": 262306 }, "imdecont_max": 0.36725640296936035, "imdecont_mean": 0.36725640296936035, "imdecont_min": 0.36725640296936035, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.34375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.34375, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.34375, "clip_score_dfn_public_prev_turn_only_min": 1.4873046875, "clip_score_dfn_public_prev_turn_only_mean": 1.4873046875, "clip_score_dfn_public_prev_turn_only_max": 1.4873046875, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.71875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.71875, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.71875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.71875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.71875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.71875, "clip_score_clip_vitl14_224_next_turn_only_min": 16.234375, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.234375, "clip_score_clip_vitl14_224_next_turn_only_max": 16.234375, "clip_score_dfn_public_next_turn_only_min": 0.88232421875, "clip_score_dfn_public_next_turn_only_mean": 0.88232421875, "clip_score_dfn_public_next_turn_only_max": 0.88232421875, "clip_score_siglip2_b16_224_next_turn_only_min": -9.2421875, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.2421875, "clip_score_siglip2_b16_224_next_turn_only_max": -9.2421875, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.90625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.90625, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.9375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.9375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.9375, "clip_score_dfn_public_prev_and_next_turn_min": 1.76171875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.76171875, "clip_score_dfn_public_prev_and_next_turn_max": 1.76171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.75, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.75, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.59375, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3091.79 }, "im_clarity_mean": 3091.79, "im_clarity_min": 3091.79, "im_clarity_max": 3091.79, "im_luma": { "jpg": 130.36 }, "im_luma_mean": 130.36, "im_luma_min": 130.36, "im_luma_max": 130.36, "im_saturation": { "jpg": 77.52 }, "im_saturation_mean": 77.52, "im_saturation_min": 77.52, "im_saturation_max": 77.52, "im_entropy": { "jpg": 7.56 }, "im_entropy_mean": 7.56, "im_entropy_min": 7.56, "im_entropy_max": 7.56, "unifilter_score_qwen2_5_1_5b": -0.984375, "unifilter_score_qwen3_0_6b": 0.68896484375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.7693352079446185, "language_detection_annotation_lingua_1_lan": "fr", "language_detection_annotation_lingua_1_score": 0.07526243369722091, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.03257816842077451, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.865109920501709, "language_detection_annotation_nllb_1_lan": "it", "language_detection_annotation_nllb_1_score": 0.009979883208870888, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.007028896827250719, "text_quality_weborganizer_topic_label": "Crime & Law", "text_quality_weborganizer_topic_score": 0.49177467823028564, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.5937902331352234, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.48597973585128784, "text_quality_nvidia_edu_nemotron4_score": 0.4599609375, "text_quality_nvidia_edu_mixtral_score": 0.263671875, "text_quality_dclmbaseline_fasttext_score": 0.19033271074295044, "text_quality_dolma3_fasttext_score": 0.736140787601471, "custom_fasttext_val_fasttext_score": 5.650520324707031e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0010148286819458008, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 2.0 }, "56": { "detoxify": 1, "length_chars": 131, "length_tokens": 1866, "length_tokens_text_only": 74, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7833673111116043, "iqa_live_min": 0.7833673111116043, "iqa_live_max": 0.7833673111116043, "iqa_csiq_mean": 0.859684407711029, "iqa_csiq_min": 0.859684407711029, "iqa_csiq_max": 0.859684407711029, "iqa_tid2013_mean": 0.5800067583719889, "iqa_tid2013_min": 0.5800067583719889, "iqa_tid2013_max": 0.5800067583719889, "iqa_kadid10k_mean": 0.60333251953125, "iqa_kadid10k_min": 0.60333251953125, "iqa_kadid10k_max": 0.60333251953125, "iqa_flive_mean": 0.7276170518663195, "iqa_flive_min": 0.7276170518663195, "iqa_flive_max": 0.7276170518663195, "iqa_spaq_mean": 0.6591368395872791, "iqa_spaq_min": 0.6591368395872791, "iqa_spaq_max": 0.6591368395872791, "iqa_clive_mean": 0.6426940301452021, "iqa_clive_min": 0.6426940301452021, "iqa_clive_max": 0.6426940301452021, "iqa_koniq10k_mean": 0.7071607185132577, "iqa_koniq10k_min": 0.7071607185132577, "iqa_koniq10k_max": 0.7071607185132577, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9856680399899682 }, { "lang": "tl", "score": 0.0038746906939509814 }, { "lang": "nb", "score": 0.002161414928634543 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9653462767601013 }, { "lang": "de", "score": 0.0028121417853981256 }, { "lang": "es", "score": 0.0022042777854949236 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7833673111116043, "iqa_v2_live_min": 0.7833673111116043, "iqa_v2_live_max": 0.7833673111116043, "iqa_v2_csiq_mean": 0.859684407711029, "iqa_v2_csiq_min": 0.859684407711029, "iqa_v2_csiq_max": 0.859684407711029, "iqa_v2_tid2013_mean": 0.5800067583719889, "iqa_v2_tid2013_min": 0.5800067583719889, "iqa_v2_tid2013_max": 0.5800067583719889, "iqa_v2_kadid10k_mean": 0.603302001953125, "iqa_v2_kadid10k_min": 0.603302001953125, "iqa_v2_kadid10k_max": 0.603302001953125, "iqa_v2_flive_mean": 0.7276170518663195, "iqa_v2_flive_min": 0.7276170518663195, "iqa_v2_flive_max": 0.7276170518663195, "iqa_v2_spaq_mean": 0.6591368395872791, "iqa_v2_spaq_min": 0.6591368395872791, "iqa_v2_spaq_max": 0.6591368395872791, "iqa_v2_clive_mean": 0.6426940301452021, "iqa_v2_clive_min": 0.6426940301452021, "iqa_v2_clive_max": 0.6426940301452021, "iqa_v2_koniq10k_mean": 0.7071607185132577, "iqa_v2_koniq10k_min": 0.7071607185132577, "iqa_v2_koniq10k_max": 0.7071607185132577, "imdecont": { "jpg": 0.3737567067146301 }, "imdecont_image_match": { "jpg": 108238 }, "imdecont_max": 0.3737567067146301, "imdecont_mean": 0.3737567067146301, "imdecont_min": 0.3737567067146301, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.078125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.078125, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.078125, "clip_score_dfn_public_prev_turn_only_min": 4.046875, "clip_score_dfn_public_prev_turn_only_mean": 4.046875, "clip_score_dfn_public_prev_turn_only_max": 4.046875, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.4375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.4375, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.4375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.390625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.390625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.390625, "clip_score_clip_vitl14_224_next_turn_only_min": 17.0625, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.0625, "clip_score_clip_vitl14_224_next_turn_only_max": 17.0625, "clip_score_dfn_public_next_turn_only_min": -0.37890625, "clip_score_dfn_public_next_turn_only_mean": -0.37890625, "clip_score_dfn_public_next_turn_only_max": -0.37890625, "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": 16.328125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.328125, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.328125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.296875, "clip_score_dfn_public_prev_and_next_turn_min": 3.9921875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.9921875, "clip_score_dfn_public_prev_and_next_turn_max": 3.9921875, "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": 28.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.609375, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3181.18 }, "im_clarity_mean": 3181.18, "im_clarity_min": 3181.18, "im_clarity_max": 3181.18, "im_luma": { "jpg": 106.27 }, "im_luma_mean": 106.27, "im_luma_min": 106.27, "im_luma_max": 106.27, "im_saturation": { "jpg": 91.22 }, "im_saturation_mean": 91.22, "im_saturation_min": 91.22, "im_saturation_max": 91.22, "im_entropy": { "jpg": 7.47 }, "im_entropy_mean": 7.47, "im_entropy_min": 7.47, "im_entropy_max": 7.47, "unifilter_score_qwen2_5_1_5b": -1.61328125, "unifilter_score_qwen3_0_6b": -1.087890625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9856680399899682, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.0038746906939509814, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 0.002161414928634543, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9653462767601013, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.0028121417853981256, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.0022042777854949236, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7260915040969849, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.3407910466194153, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9993067979812622, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.6742275357246399, "text_quality_dolma3_fasttext_score": 0.9990621209144592, "custom_fasttext_val_fasttext_score": 0.00016433000564575195, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 5.8531761169433594e-05, "custom_fasttext_core_clean_fasttext_score": 7.748603820800781e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.25, "within_sample_repetition_detection": 6.0 }, "34": { "detoxify": 0, "length_chars": 134, "length_tokens": 1867, "length_tokens_text_only": 76, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.736334482828776, "iqa_live_min": 0.736334482828776, "iqa_live_max": 0.736334482828776, "iqa_csiq_mean": 0.836246907711029, "iqa_csiq_min": 0.836246907711029, "iqa_csiq_max": 0.836246907711029, "iqa_tid2013_mean": 0.5251564979553223, "iqa_tid2013_min": 0.5251564979553223, "iqa_tid2013_max": 0.5251564979553223, "iqa_kadid10k_mean": 0.427978515625, "iqa_kadid10k_min": 0.427978515625, "iqa_kadid10k_max": 0.427978515625, "iqa_flive_mean": 0.695538453381471, "iqa_flive_min": 0.695538453381471, "iqa_flive_max": 0.695538453381471, "iqa_spaq_mean": 0.5371750340317235, "iqa_spaq_min": 0.5371750340317235, "iqa_spaq_max": 0.5371750340317235, "iqa_clive_mean": 0.5405002555461845, "iqa_clive_min": 0.5405002555461845, "iqa_clive_max": 0.5405002555461845, "iqa_koniq10k_mean": 0.6033097469445431, "iqa_koniq10k_min": 0.6033097469445431, "iqa_koniq10k_max": 0.6033097469445431, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9743031304464751 }, { "lang": "tl", "score": 0.011768718466925494 }, { "lang": "yo", "score": 0.0022333515288936166 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8181004524230957 }, { "lang": "es", "score": 0.012953832745552063 }, { "lang": "de", "score": 0.012890053912997246 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.736334482828776, "iqa_v2_live_min": 0.736334482828776, "iqa_v2_live_max": 0.736334482828776, "iqa_v2_csiq_mean": 0.836246907711029, "iqa_v2_csiq_min": 0.836246907711029, "iqa_v2_csiq_max": 0.836246907711029, "iqa_v2_tid2013_mean": 0.5251564979553223, "iqa_v2_tid2013_min": 0.5251564979553223, "iqa_v2_tid2013_max": 0.5251564979553223, "iqa_v2_kadid10k_mean": 0.4278564453125, "iqa_v2_kadid10k_min": 0.4278564453125, "iqa_v2_kadid10k_max": 0.4278564453125, "iqa_v2_flive_mean": 0.6955779104521781, "iqa_v2_flive_min": 0.6955779104521781, "iqa_v2_flive_max": 0.6955779104521781, "iqa_v2_spaq_mean": 0.5372539481731377, "iqa_v2_spaq_min": 0.5372539481731377, "iqa_v2_spaq_max": 0.5372539481731377, "iqa_v2_clive_mean": 0.5404607984754775, "iqa_v2_clive_min": 0.5404607984754775, "iqa_v2_clive_max": 0.5404607984754775, "iqa_v2_koniq10k_mean": 0.6033097469445431, "iqa_v2_koniq10k_min": 0.6033097469445431, "iqa_v2_koniq10k_max": 0.6033097469445431, "imdecont": { "jpg": 0.29152339696884155 }, "imdecont_image_match": { "jpg": 148678 }, "imdecont_max": 0.29152339696884155, "imdecont_mean": 0.29152339696884155, "imdecont_min": 0.29152339696884155, "clip_score_clip_vitl14_224_prev_turn_only_min": 39.03125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 39.03125, "clip_score_clip_vitl14_224_prev_turn_only_max": 39.03125, "clip_score_dfn_public_prev_turn_only_min": 4.77734375, "clip_score_dfn_public_prev_turn_only_mean": 4.77734375, "clip_score_dfn_public_prev_turn_only_max": 4.77734375, "clip_score_siglip2_b16_224_prev_turn_only_min": 11.734375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 11.734375, "clip_score_siglip2_b16_224_prev_turn_only_max": 11.734375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 35.46875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 35.46875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 35.46875, "clip_score_clip_vitl14_224_next_turn_only_min": 17.28125, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.28125, "clip_score_clip_vitl14_224_next_turn_only_max": 17.28125, "clip_score_dfn_public_next_turn_only_min": 0.185791015625, "clip_score_dfn_public_next_turn_only_mean": 0.185791015625, "clip_score_dfn_public_next_turn_only_max": 0.185791015625, "clip_score_siglip2_b16_224_next_turn_only_min": -10.40625, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.40625, "clip_score_siglip2_b16_224_next_turn_only_max": -10.40625, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.9296875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.9296875, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.9296875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 37.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 37.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 37.34375, "clip_score_dfn_public_prev_and_next_turn_min": 4.6875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.6875, "clip_score_dfn_public_prev_and_next_turn_max": 4.6875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 10.078125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 10.078125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 10.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 35.28125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 35.28125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 35.28125, "im_height": { "jpg": 378 }, "im_height_mean": 378.0, "im_height_min": 378, "im_height_max": 378, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.455 }, "im_ar_mean": 1.455, "im_ar_min": 1.455, "im_ar_max": 1.455, "im_kilobytes": { "jpg": 609.08 }, "im_kilobytes_mean": 609.08, "im_kilobytes_min": 609.08, "im_kilobytes_max": 609.08, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3529.11 }, "im_clarity_mean": 3529.11, "im_clarity_min": 3529.11, "im_clarity_max": 3529.11, "im_luma": { "jpg": 94.93 }, "im_luma_mean": 94.93, "im_luma_min": 94.93, "im_luma_max": 94.93, "im_saturation": { "jpg": 37.33 }, "im_saturation_mean": 37.33, "im_saturation_min": 37.33, "im_saturation_max": 37.33, "im_entropy": { "jpg": 7.37 }, "im_entropy_mean": 7.37, "im_entropy_min": 7.37, "im_entropy_max": 7.37, "unifilter_score_qwen2_5_1_5b": -1.2373046875, "unifilter_score_qwen3_0_6b": -0.1181640625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9743031304464751, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.011768718466925494, "language_detection_annotation_lingua_2_lan": "yo", "language_detection_annotation_lingua_2_score": 0.0022333515288936166, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8181004524230957, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.012953832745552063, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.012890053912997246, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.809143602848053, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.618314802646637, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9938031435012817, "text_quality_nvidia_edu_nemotron4_score": 0.17431640625, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.028684496879577637, "text_quality_dolma3_fasttext_score": 0.010157465934753418, "custom_fasttext_val_fasttext_score": 0.00040227174758911133, "custom_fasttext_core_fasttext_score": 1.0728836059570312e-06, "custom_fasttext_val_clean_fasttext_score": 0.0009552240371704102, "custom_fasttext_core_clean_fasttext_score": 6.270408630371094e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 8.0 }, "62": { "detoxify": 0, "length_chars": 158, "length_tokens": 1872, "length_tokens_text_only": 80, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7690049373742306, "iqa_live_min": 0.7690049373742306, "iqa_live_max": 0.7690049373742306, "iqa_csiq_mean": 0.858951985836029, "iqa_csiq_min": 0.858951985836029, "iqa_csiq_max": 0.858951985836029, "iqa_tid2013_mean": 0.5308802392747667, "iqa_tid2013_min": 0.5308802392747667, "iqa_tid2013_max": 0.5308802392747667, "iqa_kadid10k_mean": 0.6491928100585938, "iqa_kadid10k_min": 0.6491928100585938, "iqa_kadid10k_max": 0.6491928100585938, "iqa_flive_mean": 0.6996419887350064, "iqa_flive_min": 0.6996419887350064, "iqa_flive_max": 0.6996419887350064, "iqa_spaq_mean": 0.63285843049637, "iqa_spaq_min": 0.63285843049637, "iqa_spaq_max": 0.63285843049637, "iqa_clive_mean": 0.6502697877209597, "iqa_clive_min": 0.6502697877209597, "iqa_clive_max": 0.6502697877209597, "iqa_koniq10k_mean": 0.6727541528566919, "iqa_koniq10k_min": 0.6727541528566919, "iqa_koniq10k_max": 0.6727541528566919, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "da", "score": 2.4728428917967734e-22 }, { "lang": "tl", "score": 6.927949012125199e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9399453997612 }, { "lang": "de", "score": 0.004750431980937719 }, { "lang": "it", "score": 0.004073648247867823 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7690049373742306, "iqa_v2_live_min": 0.7690049373742306, "iqa_v2_live_max": 0.7690049373742306, "iqa_v2_csiq_mean": 0.858951985836029, "iqa_v2_csiq_min": 0.858951985836029, "iqa_v2_csiq_max": 0.858951985836029, "iqa_v2_tid2013_mean": 0.5308802392747667, "iqa_v2_tid2013_min": 0.5308802392747667, "iqa_v2_tid2013_max": 0.5308802392747667, "iqa_v2_kadid10k_mean": 0.6492576599121094, "iqa_v2_kadid10k_min": 0.6492576599121094, "iqa_v2_kadid10k_max": 0.6492576599121094, "iqa_v2_flive_mean": 0.6996419887350064, "iqa_v2_flive_min": 0.6996419887350064, "iqa_v2_flive_max": 0.6996419887350064, "iqa_v2_spaq_mean": 0.63285843049637, "iqa_v2_spaq_min": 0.63285843049637, "iqa_v2_spaq_max": 0.63285843049637, "iqa_v2_clive_mean": 0.6502697877209597, "iqa_v2_clive_min": 0.6502697877209597, "iqa_v2_clive_max": 0.6502697877209597, "iqa_v2_koniq10k_mean": 0.6727541528566919, "iqa_v2_koniq10k_min": 0.6727541528566919, "iqa_v2_koniq10k_max": 0.6727541528566919, "imdecont": { "jpg": 0.24018114805221558 }, "imdecont_image_match": { "jpg": 40065 }, "imdecont_max": 0.24018114805221558, "imdecont_mean": 0.24018114805221558, "imdecont_min": 0.24018114805221558, "clip_score_clip_vitl14_224_prev_turn_only_min": 32.9375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 32.9375, "clip_score_clip_vitl14_224_prev_turn_only_max": 32.9375, "clip_score_dfn_public_prev_turn_only_min": 2.89453125, "clip_score_dfn_public_prev_turn_only_mean": 2.89453125, "clip_score_dfn_public_prev_turn_only_max": 2.89453125, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.125, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 31.71875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 31.71875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 31.71875, "clip_score_clip_vitl14_224_next_turn_only_min": 17.71875, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.71875, "clip_score_clip_vitl14_224_next_turn_only_max": 17.71875, "clip_score_dfn_public_next_turn_only_min": -0.5224609375, "clip_score_dfn_public_next_turn_only_mean": -0.5224609375, "clip_score_dfn_public_next_turn_only_max": -0.5224609375, "clip_score_siglip2_b16_224_next_turn_only_min": -7.9453125, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.9453125, "clip_score_siglip2_b16_224_next_turn_only_max": -7.9453125, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.640625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.640625, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 32.625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 32.625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 32.625, "clip_score_dfn_public_prev_and_next_turn_min": 2.78125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.78125, "clip_score_dfn_public_prev_and_next_turn_max": 2.78125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.546875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.546875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 31.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 31.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 31.859375, "im_height": { "jpg": 384 }, "im_height_mean": 384.0, "im_height_min": 384, "im_height_max": 384, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.4323 }, "im_ar_mean": 1.4323, "im_ar_min": 1.4323, "im_ar_max": 1.4323, "im_kilobytes": { "jpg": 618.75 }, "im_kilobytes_mean": 618.75, "im_kilobytes_min": 618.75, "im_kilobytes_max": 618.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5762.87 }, "im_clarity_mean": 5762.87, "im_clarity_min": 5762.87, "im_clarity_max": 5762.87, "im_luma": { "jpg": 104.16 }, "im_luma_mean": 104.16, "im_luma_min": 104.16, "im_luma_max": 104.16, "im_saturation": { "jpg": 52.19 }, "im_saturation_mean": 52.19, "im_saturation_min": 52.19, "im_saturation_max": 52.19, "im_entropy": { "jpg": 7.66 }, "im_entropy_mean": 7.66, "im_entropy_min": 7.66, "im_entropy_max": 7.66, "unifilter_score_qwen2_5_1_5b": -1.22265625, "unifilter_score_qwen3_0_6b": 0.480224609375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "da", "language_detection_annotation_lingua_1_score": 2.4728428917967734e-22, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 6.927949012125199e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9399453997612, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.004750431980937719, "language_detection_annotation_nllb_2_lan": "it", "language_detection_annotation_nllb_2_score": 0.004073648247867823, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.6688455939292908, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.4707300364971161, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9957500696182251, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9999334812164307, "text_quality_dolma3_fasttext_score": 0.9790043830871582, "custom_fasttext_val_fasttext_score": 0.0010160207748413086, "custom_fasttext_core_fasttext_score": 0.0002079606056213379, "custom_fasttext_val_clean_fasttext_score": 0.0066890716552734375, "custom_fasttext_core_clean_fasttext_score": 0.0038042664527893066, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.59375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.46875, "within_sample_repetition_detection": 10.0 }, "64": { "detoxify": 1, "length_chars": 189, "length_tokens": 3419, "length_tokens_text_only": 92, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7549582202025134, "iqa_live_min": 0.7549582202025134, "iqa_live_max": 0.7549582202025134, "iqa_csiq_mean": 0.949772298336029, "iqa_csiq_min": 0.949772298336029, "iqa_csiq_max": 0.949772298336029, "iqa_tid2013_mean": 0.5462068451775445, "iqa_tid2013_min": 0.5462068451775445, "iqa_tid2013_max": 0.5462068451775445, "iqa_kadid10k_mean": 0.5640869140625, "iqa_kadid10k_min": 0.5640869140625, "iqa_kadid10k_max": 0.5640869140625, "iqa_flive_mean": 0.6867395266137942, "iqa_flive_min": 0.6867395266137942, "iqa_flive_max": 0.6867395266137942, "iqa_spaq_mean": 0.7189537587791983, "iqa_spaq_min": 0.7189537587791983, "iqa_spaq_max": 0.7189537587791983, "iqa_clive_mean": 0.7676940301452021, "iqa_clive_min": 0.7676940301452021, "iqa_clive_max": 0.7676940301452021, "iqa_koniq10k_mean": 0.6651783952809344, "iqa_koniq10k_min": 0.6651783952809344, "iqa_koniq10k_max": 0.6651783952809344, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999405 }, { "lang": "sv", "score": 5.204171301825716e-14 }, { "lang": "tl", "score": 3.668191985542383e-15 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9489328265190125 }, { "lang": "de", "score": 0.00482613779604435 }, { "lang": "fr", "score": 0.0031443864572793245 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7549582202025134, "iqa_v2_live_min": 0.7549582202025134, "iqa_v2_live_max": 0.7549582202025134, "iqa_v2_csiq_mean": 0.949772298336029, "iqa_v2_csiq_min": 0.949772298336029, "iqa_v2_csiq_max": 0.949772298336029, "iqa_v2_tid2013_mean": 0.5462068451775445, "iqa_v2_tid2013_min": 0.5462068451775445, "iqa_v2_tid2013_max": 0.5462068451775445, "iqa_v2_kadid10k_mean": 0.5640869140625, "iqa_v2_kadid10k_min": 0.5640869140625, "iqa_v2_kadid10k_max": 0.5640869140625, "iqa_v2_flive_mean": 0.6867000695430872, "iqa_v2_flive_min": 0.6867000695430872, "iqa_v2_flive_max": 0.6867000695430872, "iqa_v2_spaq_mean": 0.7191115870620266, "iqa_v2_spaq_min": 0.7191115870620266, "iqa_v2_spaq_max": 0.7191115870620266, "iqa_v2_clive_mean": 0.7676940301452021, "iqa_v2_clive_min": 0.7676940301452021, "iqa_v2_clive_max": 0.7676940301452021, "iqa_v2_koniq10k_mean": 0.6651783952809344, "iqa_v2_koniq10k_min": 0.6651783952809344, "iqa_v2_koniq10k_max": 0.6651783952809344, "imdecont": { "jpg": 0.34636402130126953 }, "imdecont_image_match": { "jpg": 265900 }, "imdecont_max": 0.34636402130126953, "imdecont_mean": 0.34636402130126953, "imdecont_min": 0.34636402130126953, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.21875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.21875, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.21875, "clip_score_dfn_public_prev_turn_only_min": 4.09765625, "clip_score_dfn_public_prev_turn_only_mean": 4.09765625, "clip_score_dfn_public_prev_turn_only_max": 4.09765625, "clip_score_siglip2_b16_224_prev_turn_only_min": 7.515625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 7.515625, "clip_score_siglip2_b16_224_prev_turn_only_max": 7.515625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 30.6875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 30.6875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 30.6875, "clip_score_clip_vitl14_224_next_turn_only_min": 18.734375, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.734375, "clip_score_clip_vitl14_224_next_turn_only_max": 18.734375, "clip_score_dfn_public_next_turn_only_min": -0.38623046875, "clip_score_dfn_public_next_turn_only_mean": -0.38623046875, "clip_score_dfn_public_next_turn_only_max": -0.38623046875, "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": 14.71875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.71875, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.4375, "clip_score_dfn_public_prev_and_next_turn_min": 3.662109375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.662109375, "clip_score_dfn_public_prev_and_next_turn_max": 3.662109375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 9.4375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 9.4375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 9.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 30.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 30.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 30.734375, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 600 }, "im_width_mean": 600.0, "im_width_min": 600, "im_width_max": 600, "im_ar": { "jpg": 0.75 }, "im_ar_mean": 0.75, "im_ar_min": 0.75, "im_ar_max": 0.75, "im_kilobytes": { "jpg": 1406.25 }, "im_kilobytes_mean": 1406.25, "im_kilobytes_min": 1406.25, "im_kilobytes_max": 1406.25, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3671.92 }, "im_clarity_mean": 3671.92, "im_clarity_min": 3671.92, "im_clarity_max": 3671.92, "im_luma": { "jpg": 122.0 }, "im_luma_mean": 122.0, "im_luma_min": 122.0, "im_luma_max": 122.0, "im_saturation": { "jpg": 96.64 }, "im_saturation_mean": 96.64, "im_saturation_min": 96.64, "im_saturation_max": 96.64, "im_entropy": { "jpg": 7.5 }, "im_entropy_mean": 7.5, "im_entropy_min": 7.5, "im_entropy_max": 7.5, "unifilter_score_qwen2_5_1_5b": 1.552734375, "unifilter_score_qwen3_0_6b": 0.25146484375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999405, "language_detection_annotation_lingua_1_lan": "sv", "language_detection_annotation_lingua_1_score": 5.204171301825716e-14, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 3.668191985542383e-15, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9489328265190125, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.00482613779604435, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.0031443864572793245, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.6930525898933411, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.46115192770957947, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.6405619382858276, "text_quality_nvidia_edu_nemotron4_score": 0.012847900390625, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.998018205165863, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.00021511316299438477, "custom_fasttext_core_fasttext_score": 0.00012099742889404297, "custom_fasttext_val_clean_fasttext_score": 0.023877322673797607, "custom_fasttext_core_clean_fasttext_score": 0.01245582103729248, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 9.0 }, "60": { "detoxify": 0, "length_chars": 137, "length_tokens": 1866, "length_tokens_text_only": 75, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7934683212126143, "iqa_live_min": 0.7934683212126143, "iqa_live_max": 0.7934683212126143, "iqa_csiq_mean": 0.914127767086029, "iqa_csiq_min": 0.914127767086029, "iqa_csiq_max": 0.914127767086029, "iqa_tid2013_mean": 0.5910202132331001, "iqa_tid2013_min": 0.5910202132331001, "iqa_tid2013_max": 0.5910202132331001, "iqa_kadid10k_mean": 0.6259307861328125, "iqa_kadid10k_min": 0.6259307861328125, "iqa_kadid10k_max": 0.6259307861328125, "iqa_flive_mean": 0.718975953381471, "iqa_flive_min": 0.718975953381471, "iqa_flive_max": 0.718975953381471, "iqa_spaq_mean": 0.6481677739307135, "iqa_spaq_min": 0.6481677739307135, "iqa_spaq_max": 0.6481677739307135, "iqa_clive_mean": 0.6818354442866162, "iqa_clive_min": 0.6818354442866162, "iqa_clive_max": 0.6818354442866162, "iqa_koniq10k_mean": 0.6683349609375001, "iqa_koniq10k_min": 0.6683349609375001, "iqa_koniq10k_max": 0.6683349609375001, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.97173700092656 }, { "lang": "tl", "score": 0.019699587573640143 }, { "lang": "nl", "score": 0.0024855914389419675 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8962751626968384 }, { "lang": "de", "score": 0.00687410170212388 }, { "lang": "fr", "score": 0.006439672317355871 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7934683212126143, "iqa_v2_live_min": 0.7934683212126143, "iqa_v2_live_max": 0.7934683212126143, "iqa_v2_csiq_mean": 0.914127767086029, "iqa_v2_csiq_min": 0.914127767086029, "iqa_v2_csiq_max": 0.914127767086029, "iqa_v2_tid2013_mean": 0.5909659597608777, "iqa_v2_tid2013_min": 0.5909659597608777, "iqa_v2_tid2013_max": 0.5909659597608777, "iqa_v2_kadid10k_mean": 0.626068115234375, "iqa_v2_kadid10k_min": 0.626068115234375, "iqa_v2_kadid10k_max": 0.626068115234375, "iqa_v2_flive_mean": 0.7190154104521781, "iqa_v2_flive_min": 0.7190154104521781, "iqa_v2_flive_max": 0.7190154104521781, "iqa_v2_spaq_mean": 0.6480888597892993, "iqa_v2_spaq_min": 0.6480888597892993, "iqa_v2_spaq_max": 0.6480888597892993, "iqa_v2_clive_mean": 0.6818354442866162, "iqa_v2_clive_min": 0.6818354442866162, "iqa_v2_clive_max": 0.6818354442866162, "iqa_v2_koniq10k_mean": 0.6683349609375001, "iqa_v2_koniq10k_min": 0.6683349609375001, "iqa_v2_koniq10k_max": 0.6683349609375001, "imdecont": { "jpg": 0.36108702421188354 }, "imdecont_image_match": { "jpg": 265788 }, "imdecont_max": 0.36108702421188354, "imdecont_mean": 0.36108702421188354, "imdecont_min": 0.36108702421188354, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.25, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.25, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.25, "clip_score_dfn_public_prev_turn_only_min": 2.47265625, "clip_score_dfn_public_prev_turn_only_mean": 2.47265625, "clip_score_dfn_public_prev_turn_only_max": 2.47265625, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.84375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.84375, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.84375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.3125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.3125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.3125, "clip_score_clip_vitl14_224_next_turn_only_min": 17.9375, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.9375, "clip_score_clip_vitl14_224_next_turn_only_max": 17.9375, "clip_score_dfn_public_next_turn_only_min": -0.671875, "clip_score_dfn_public_next_turn_only_mean": -0.671875, "clip_score_dfn_public_next_turn_only_max": -0.671875, "clip_score_siglip2_b16_224_next_turn_only_min": -10.75, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.75, "clip_score_siglip2_b16_224_next_turn_only_max": -10.75, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.296875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.296875, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.640625, "clip_score_dfn_public_prev_and_next_turn_min": 2.453125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.453125, "clip_score_dfn_public_prev_and_next_turn_max": 2.453125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.546875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.546875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.03125, "im_height": { "jpg": 335 }, "im_height_mean": 335.0, "im_height_min": 335, "im_height_max": 335, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.6418 }, "im_ar_mean": 1.6418, "im_ar_min": 1.6418, "im_ar_max": 1.6418, "im_kilobytes": { "jpg": 539.79 }, "im_kilobytes_mean": 539.79, "im_kilobytes_min": 539.79, "im_kilobytes_max": 539.79, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5270.95 }, "im_clarity_mean": 5270.95, "im_clarity_min": 5270.95, "im_clarity_max": 5270.95, "im_luma": { "jpg": 111.21 }, "im_luma_mean": 111.21, "im_luma_min": 111.21, "im_luma_max": 111.21, "im_saturation": { "jpg": 57.09 }, "im_saturation_mean": 57.09, "im_saturation_min": 57.09, "im_saturation_max": 57.09, "im_entropy": { "jpg": 7.28 }, "im_entropy_mean": 7.28, "im_entropy_min": 7.28, "im_entropy_max": 7.28, "unifilter_score_qwen2_5_1_5b": -1.076171875, "unifilter_score_qwen3_0_6b": -1.4892578125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.97173700092656, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.019699587573640143, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.0024855914389419675, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8962751626968384, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.00687410170212388, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.006439672317355871, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.4673505127429962, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.5543853640556335, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.5161769986152649, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.6571577787399292, "text_quality_dolma3_fasttext_score": 0.9987137317657471, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0001475811004638672, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 4.0 }, "65": { "detoxify": 0, "length_chars": 194, "length_tokens": 1886, "length_tokens_text_only": 94, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7819468565661498, "iqa_live_min": 0.7819468565661498, "iqa_live_max": 0.7819468565661498, "iqa_csiq_mean": 0.967350423336029, "iqa_csiq_min": 0.967350423336029, "iqa_csiq_max": 0.967350423336029, "iqa_tid2013_mean": 0.5181035465664333, "iqa_tid2013_min": 0.5181035465664333, "iqa_tid2013_max": 0.5181035465664333, "iqa_kadid10k_mean": 0.4794921875, "iqa_kadid10k_min": 0.4794921875, "iqa_kadid10k_max": 0.4794921875, "iqa_flive_mean": 0.6765793309067235, "iqa_flive_min": 0.6765793309067235, "iqa_flive_max": 0.6765793309067235, "iqa_spaq_mean": 0.6311223193852589, "iqa_spaq_min": 0.6311223193852589, "iqa_spaq_max": 0.6311223193852589, "iqa_clive_mean": 0.6267534121118411, "iqa_clive_min": 0.6267534121118411, "iqa_clive_max": 0.6267534121118411, "iqa_koniq10k_mean": 0.6999006175031566, "iqa_koniq10k_min": 0.6999006175031566, "iqa_koniq10k_max": 0.6999006175031566, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "tl", "score": 2.5056966520198457e-18 }, { "lang": "nb", "score": 7.93533793840308e-20 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9253811240196228 }, { "lang": "ru", "score": 0.004888494499027729 }, { "lang": "fr", "score": 0.004872585646808147 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7819468565661498, "iqa_v2_live_min": 0.7819468565661498, "iqa_v2_live_max": 0.7819468565661498, "iqa_v2_csiq_mean": 0.967350423336029, "iqa_v2_csiq_min": 0.967350423336029, "iqa_v2_csiq_max": 0.967350423336029, "iqa_v2_tid2013_mean": 0.5181306733025445, "iqa_v2_tid2013_min": 0.5181306733025445, "iqa_v2_tid2013_max": 0.5181306733025445, "iqa_v2_kadid10k_mean": 0.4794921875, "iqa_v2_kadid10k_min": 0.4794921875, "iqa_v2_kadid10k_max": 0.4794921875, "iqa_v2_flive_mean": 0.6765398738360164, "iqa_v2_flive_min": 0.6765398738360164, "iqa_v2_flive_max": 0.6765398738360164, "iqa_v2_spaq_mean": 0.6311223193852589, "iqa_v2_spaq_min": 0.6311223193852589, "iqa_v2_spaq_max": 0.6311223193852589, "iqa_v2_clive_mean": 0.626674497970427, "iqa_v2_clive_min": 0.626674497970427, "iqa_v2_clive_max": 0.626674497970427, "iqa_v2_koniq10k_mean": 0.6999006175031566, "iqa_v2_koniq10k_min": 0.6999006175031566, "iqa_v2_koniq10k_max": 0.6999006175031566, "imdecont": { "jpg": 0.339971661567688 }, "imdecont_image_match": { "jpg": 108250 }, "imdecont_max": 0.339971661567688, "imdecont_mean": 0.339971661567688, "imdecont_min": 0.339971661567688, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.296875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.296875, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.296875, "clip_score_dfn_public_prev_turn_only_min": 3.3046875, "clip_score_dfn_public_prev_turn_only_mean": 3.3046875, "clip_score_dfn_public_prev_turn_only_max": 3.3046875, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.1875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.1875, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.1875, "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": 20.28125, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.28125, "clip_score_clip_vitl14_224_next_turn_only_max": 20.28125, "clip_score_dfn_public_next_turn_only_min": 0.6005859375, "clip_score_dfn_public_next_turn_only_mean": 0.6005859375, "clip_score_dfn_public_next_turn_only_max": 0.6005859375, "clip_score_siglip2_b16_224_next_turn_only_min": -6.953125, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.953125, "clip_score_siglip2_b16_224_next_turn_only_max": -6.953125, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.5, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.5, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.5, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 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": 3.171875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.171875, "clip_score_dfn_public_prev_and_next_turn_max": 3.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.15625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.15625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.15625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.078125, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4374.94 }, "im_clarity_mean": 4374.94, "im_clarity_min": 4374.94, "im_clarity_max": 4374.94, "im_luma": { "jpg": 109.54 }, "im_luma_mean": 109.54, "im_luma_min": 109.54, "im_luma_max": 109.54, "im_saturation": { "jpg": 25.4 }, "im_saturation_mean": 25.4, "im_saturation_min": 25.4, "im_saturation_max": 25.4, "im_entropy": { "jpg": 7.55 }, "im_entropy_mean": 7.55, "im_entropy_min": 7.55, "im_entropy_max": 7.55, "unifilter_score_qwen2_5_1_5b": -1.1669921875, "unifilter_score_qwen3_0_6b": -1.119140625, "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": 2.5056966520198457e-18, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 7.93533793840308e-20, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9253811240196228, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.004888494499027729, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.004872585646808147, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.34078383445739746, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.748667299747467, "text_quality_nvidia_domain_label": "Adult", "text_quality_nvidia_domain_score": 0.9992318153381348, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9933573603630066, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.00014269351959228516, "custom_fasttext_core_fasttext_score": 7.021427154541016e-05, "custom_fasttext_val_clean_fasttext_score": 0.002959132194519043, "custom_fasttext_core_clean_fasttext_score": 0.004486024379730225, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 5.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 3.96875, "within_sample_repetition_detection": 4.0 }, "73": { "detoxify": 1, "length_chars": 102, "length_tokens": 1858, "length_tokens_text_only": 67, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8114607454550387, "iqa_live_min": 0.8114607454550387, "iqa_live_max": 0.8114607454550387, "iqa_csiq_mean": 0.936588704586029, "iqa_csiq_min": 0.936588704586029, "iqa_csiq_max": 0.936588704586029, "iqa_tid2013_mean": 0.6442428694831001, "iqa_tid2013_min": 0.6442428694831001, "iqa_tid2013_max": 0.6442428694831001, "iqa_kadid10k_mean": 0.720703125, "iqa_kadid10k_min": 0.720703125, "iqa_kadid10k_max": 0.720703125, "iqa_flive_mean": 0.6859109281289457, "iqa_flive_min": 0.6859109281289457, "iqa_flive_max": 0.6859109281289457, "iqa_spaq_mean": 0.6449322941327337, "iqa_spaq_min": 0.6449322941327337, "iqa_spaq_max": 0.6449322941327337, "iqa_clive_mean": 0.6086031595865886, "iqa_clive_min": 0.6086031595865886, "iqa_clive_max": 0.6086031595865886, "iqa_koniq10k_mean": 0.6891682942708334, "iqa_koniq10k_min": 0.6891682942708334, "iqa_koniq10k_max": 0.6891682942708334, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9867470144769797 }, { "lang": "tl", "score": 0.004934341482263231 }, { "lang": "la", "score": 0.001595401867118425 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8382627367973328 }, { "lang": "pt", "score": 0.012813249602913857 }, { "lang": "es", "score": 0.009935743175446987 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8114607454550387, "iqa_v2_live_min": 0.8114607454550387, "iqa_v2_live_max": 0.8114607454550387, "iqa_v2_csiq_mean": 0.936588704586029, "iqa_v2_csiq_min": 0.936588704586029, "iqa_v2_csiq_max": 0.936588704586029, "iqa_v2_tid2013_mean": 0.6442428694831001, "iqa_v2_tid2013_min": 0.6442428694831001, "iqa_v2_tid2013_max": 0.6442428694831001, "iqa_v2_kadid10k_mean": 0.720703125, "iqa_v2_kadid10k_min": 0.720703125, "iqa_v2_kadid10k_max": 0.720703125, "iqa_v2_flive_mean": 0.6859109281289457, "iqa_v2_flive_min": 0.6859109281289457, "iqa_v2_flive_max": 0.6859109281289457, "iqa_v2_spaq_mean": 0.6449322941327337, "iqa_v2_spaq_min": 0.6449322941327337, "iqa_v2_spaq_max": 0.6449322941327337, "iqa_v2_clive_mean": 0.6086031595865886, "iqa_v2_clive_min": 0.6086031595865886, "iqa_v2_clive_max": 0.6086031595865886, "iqa_v2_koniq10k_mean": 0.6891682942708334, "iqa_v2_koniq10k_min": 0.6891682942708334, "iqa_v2_koniq10k_max": 0.6891682942708334, "imdecont": { "jpg": 0.2859227657318115 }, "imdecont_image_match": { "jpg": 265974 }, "imdecont_max": 0.2859227657318115, "imdecont_mean": 0.2859227657318115, "imdecont_min": 0.2859227657318115, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.25, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.25, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.25, "clip_score_dfn_public_prev_turn_only_min": 2.45703125, "clip_score_dfn_public_prev_turn_only_mean": 2.45703125, "clip_score_dfn_public_prev_turn_only_max": 2.45703125, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.09375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.09375, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.09375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.140625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.140625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.140625, "clip_score_clip_vitl14_224_next_turn_only_min": 13.5234375, "clip_score_clip_vitl14_224_next_turn_only_mean": 13.5234375, "clip_score_clip_vitl14_224_next_turn_only_max": 13.5234375, "clip_score_dfn_public_next_turn_only_min": 0.7294921875, "clip_score_dfn_public_next_turn_only_mean": 0.7294921875, "clip_score_dfn_public_next_turn_only_max": 0.7294921875, "clip_score_siglip2_b16_224_next_turn_only_min": -9.5703125, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.5703125, "clip_score_siglip2_b16_224_next_turn_only_max": -9.5703125, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.265625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.265625, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.3125, "clip_score_dfn_public_prev_and_next_turn_min": 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": 2.625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.78125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.78125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.78125, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2879.64 }, "im_clarity_mean": 2879.64, "im_clarity_min": 2879.64, "im_clarity_max": 2879.64, "im_luma": { "jpg": 152.95 }, "im_luma_mean": 152.95, "im_luma_min": 152.95, "im_luma_max": 152.95, "im_saturation": { "jpg": 61.15 }, "im_saturation_mean": 61.15, "im_saturation_min": 61.15, "im_saturation_max": 61.15, "im_entropy": { "jpg": 7.24 }, "im_entropy_mean": 7.24, "im_entropy_min": 7.24, "im_entropy_max": 7.24, "unifilter_score_qwen2_5_1_5b": -0.78515625, "unifilter_score_qwen3_0_6b": 0.334716796875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9867470144769797, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.004934341482263231, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.001595401867118425, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8382627367973328, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.012813249602913857, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.009935743175446987, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8548927903175354, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5073816776275635, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9985567927360535, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9200630784034729, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 8.344650268554688e-06, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 2.2292137145996094e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 9.0 }, "63": { "detoxify": 1, "length_chars": 133, "length_tokens": 3402, "length_tokens_text_only": 75, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7912587252530184, "iqa_live_min": 0.7912587252530184, "iqa_live_max": 0.7912587252530184, "iqa_csiq_mean": 0.938541829586029, "iqa_csiq_min": 0.938541829586029, "iqa_csiq_max": 0.938541829586029, "iqa_tid2013_mean": 0.6408791542053223, "iqa_tid2013_min": 0.6408791542053223, "iqa_tid2013_max": 0.6408791542053223, "iqa_kadid10k_mean": 0.72216796875, "iqa_kadid10k_min": 0.72216796875, "iqa_kadid10k_max": 0.72216796875, "iqa_flive_mean": 0.7464775316642993, "iqa_flive_min": 0.7464775316642993, "iqa_flive_max": 0.7464775316642993, "iqa_spaq_mean": 0.7350522436276832, "iqa_spaq_min": 0.7350522436276832, "iqa_spaq_max": 0.7350522436276832, "iqa_clive_mean": 0.7181359493371213, "iqa_clive_min": 0.7181359493371213, "iqa_clive_max": 0.7181359493371213, "iqa_koniq10k_mean": 0.7118955669981061, "iqa_koniq10k_min": 0.7118955669981061, "iqa_koniq10k_max": 0.7118955669981061, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9407181091239298 }, { "lang": "tl", "score": 0.023506588000069908 }, { "lang": "de", "score": 0.006078387092587125 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8930558562278748 }, { "lang": "ru", "score": 0.005545465741306543 }, { "lang": "id", "score": 0.0053192926570773125 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7912587252530184, "iqa_v2_live_min": 0.7912587252530184, "iqa_v2_live_max": 0.7912587252530184, "iqa_v2_csiq_mean": 0.938541829586029, "iqa_v2_csiq_min": 0.938541829586029, "iqa_v2_csiq_max": 0.938541829586029, "iqa_v2_tid2013_mean": 0.6408791542053223, "iqa_v2_tid2013_min": 0.6408791542053223, "iqa_v2_tid2013_max": 0.6408791542053223, "iqa_v2_kadid10k_mean": 0.72216796875, "iqa_v2_kadid10k_min": 0.72216796875, "iqa_v2_kadid10k_max": 0.72216796875, "iqa_v2_flive_mean": 0.7464775316642993, "iqa_v2_flive_min": 0.7464775316642993, "iqa_v2_flive_max": 0.7464775316642993, "iqa_v2_spaq_mean": 0.7350522436276832, "iqa_v2_spaq_min": 0.7350522436276832, "iqa_v2_spaq_max": 0.7350522436276832, "iqa_v2_clive_mean": 0.7181359493371213, "iqa_v2_clive_min": 0.7181359493371213, "iqa_v2_clive_max": 0.7181359493371213, "iqa_v2_koniq10k_mean": 0.7118955669981061, "iqa_v2_koniq10k_min": 0.7118955669981061, "iqa_v2_koniq10k_max": 0.7118955669981061, "imdecont": { "jpg": 0.8408910036087036 }, "imdecont_image_match": { "jpg": 262306 }, "imdecont_max": 0.8408910036087036, "imdecont_mean": 0.8408910036087036, "imdecont_min": 0.8408910036087036, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.125, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.125, "clip_score_dfn_public_prev_turn_only_min": 2.45703125, "clip_score_dfn_public_prev_turn_only_mean": 2.45703125, "clip_score_dfn_public_prev_turn_only_max": 2.45703125, "clip_score_siglip2_b16_224_prev_turn_only_min": 8.125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 8.125, "clip_score_siglip2_b16_224_prev_turn_only_max": 8.125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.3125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.3125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.3125, "clip_score_clip_vitl14_224_next_turn_only_min": 15.140625, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.140625, "clip_score_clip_vitl14_224_next_turn_only_max": 15.140625, "clip_score_dfn_public_next_turn_only_min": 1.75, "clip_score_dfn_public_next_turn_only_mean": 1.75, "clip_score_dfn_public_next_turn_only_max": 1.75, "clip_score_siglip2_b16_224_next_turn_only_min": -8.875, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.875, "clip_score_siglip2_b16_224_next_turn_only_max": -8.875, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.5, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.5, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.5, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.296875, "clip_score_dfn_public_prev_and_next_turn_min": 2.39453125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.39453125, "clip_score_dfn_public_prev_and_next_turn_max": 2.39453125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 8.25, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 8.25, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 8.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.84375, "im_height": { "jpg": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 291 }, "im_width_mean": 291.0, "im_width_min": 291, "im_width_max": 291, "im_ar": { "jpg": 0.7275 }, "im_ar_mean": 0.7275, "im_ar_min": 0.7275, "im_ar_max": 0.7275, "im_kilobytes": { "jpg": 341.02 }, "im_kilobytes_mean": 341.02, "im_kilobytes_min": 341.02, "im_kilobytes_max": 341.02, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3596.51 }, "im_clarity_mean": 3596.51, "im_clarity_min": 3596.51, "im_clarity_max": 3596.51, "im_luma": { "jpg": 120.8 }, "im_luma_mean": 120.8, "im_luma_min": 120.8, "im_luma_max": 120.8, "im_saturation": { "jpg": 77.55 }, "im_saturation_mean": 77.55, "im_saturation_min": 77.55, "im_saturation_max": 77.55, "im_entropy": { "jpg": 7.77 }, "im_entropy_mean": 7.77, "im_entropy_min": 7.77, "im_entropy_max": 7.77, "unifilter_score_qwen2_5_1_5b": -0.95947265625, "unifilter_score_qwen3_0_6b": -2.5234375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9407181091239298, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.023506588000069908, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 0.006078387092587125, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8930558562278748, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.005545465741306543, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.0053192926570773125, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.9340599179267883, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.6500281095504761, "text_quality_nvidia_domain_label": "Sensitive_Subjects", "text_quality_nvidia_domain_score": 0.615478515625, "text_quality_nvidia_edu_nemotron4_score": 0.0626220703125, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.001448988914489746, "text_quality_dolma3_fasttext_score": 0.00020903348922729492, "custom_fasttext_val_fasttext_score": 0.0002918243408203125, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0008951425552368164, "custom_fasttext_core_clean_fasttext_score": 1.621246337890625e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 8.0 }, "66": { "detoxify": 0, "length_chars": 145, "length_tokens": 1868, "length_tokens_text_only": 77, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.729074381818675, "iqa_live_min": 0.729074381818675, "iqa_live_max": 0.729074381818675, "iqa_csiq_mean": 0.848453938961029, "iqa_csiq_min": 0.848453938961029, "iqa_csiq_max": 0.848453938961029, "iqa_tid2013_mean": 0.46366018719143337, "iqa_tid2013_min": 0.46366018719143337, "iqa_tid2013_max": 0.46366018719143337, "iqa_kadid10k_mean": 0.3519287109375, "iqa_kadid10k_min": 0.3519287109375, "iqa_kadid10k_max": 0.3519287109375, "iqa_flive_mean": 0.7003916730784407, "iqa_flive_min": 0.7003916730784407, "iqa_flive_max": 0.7003916730784407, "iqa_spaq_mean": 0.5970314102943498, "iqa_spaq_min": 0.5970314102943498, "iqa_spaq_max": 0.5970314102943498, "iqa_clive_mean": 0.5659895232229523, "iqa_clive_min": 0.5659895232229523, "iqa_clive_max": 0.5659895232229523, "iqa_koniq10k_mean": 0.6534991023516414, "iqa_koniq10k_min": 0.6534991023516414, "iqa_koniq10k_max": 0.6534991023516414, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9776919891940018 }, { "lang": "tl", "score": 0.015075198465219644 }, { "lang": "nl", "score": 0.0021686994688061385 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8593503832817078 }, { "lang": "de", "score": 0.009432030841708183 }, { "lang": "es", "score": 0.00530990632250905 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.729074381818675, "iqa_v2_live_min": 0.729074381818675, "iqa_v2_live_max": 0.729074381818675, "iqa_v2_csiq_mean": 0.848453938961029, "iqa_v2_csiq_min": 0.848453938961029, "iqa_v2_csiq_max": 0.848453938961029, "iqa_v2_tid2013_mean": 0.46366018719143337, "iqa_v2_tid2013_min": 0.46366018719143337, "iqa_v2_tid2013_max": 0.46366018719143337, "iqa_v2_kadid10k_mean": 0.3519287109375, "iqa_v2_kadid10k_min": 0.3519287109375, "iqa_v2_kadid10k_max": 0.3519287109375, "iqa_v2_flive_mean": 0.7003916730784407, "iqa_v2_flive_min": 0.7003916730784407, "iqa_v2_flive_max": 0.7003916730784407, "iqa_v2_spaq_mean": 0.5970314102943498, "iqa_v2_spaq_min": 0.5970314102943498, "iqa_v2_spaq_max": 0.5970314102943498, "iqa_v2_clive_mean": 0.5659895232229523, "iqa_v2_clive_min": 0.5659895232229523, "iqa_v2_clive_max": 0.5659895232229523, "iqa_v2_koniq10k_mean": 0.6534991023516414, "iqa_v2_koniq10k_min": 0.6534991023516414, "iqa_v2_koniq10k_max": 0.6534991023516414, "imdecont": { "jpg": 0.30418670177459717 }, "imdecont_image_match": { "jpg": 266005 }, "imdecont_max": 0.30418670177459717, "imdecont_mean": 0.30418670177459717, "imdecont_min": 0.30418670177459717, "clip_score_clip_vitl14_224_prev_turn_only_min": 23.484375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 23.484375, "clip_score_clip_vitl14_224_prev_turn_only_max": 23.484375, "clip_score_dfn_public_prev_turn_only_min": 1.66796875, "clip_score_dfn_public_prev_turn_only_mean": 1.66796875, "clip_score_dfn_public_prev_turn_only_max": 1.66796875, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.796875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.796875, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.796875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.921875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.921875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.921875, "clip_score_clip_vitl14_224_next_turn_only_min": 17.265625, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.265625, "clip_score_clip_vitl14_224_next_turn_only_max": 17.265625, "clip_score_dfn_public_next_turn_only_min": 0.6875, "clip_score_dfn_public_next_turn_only_mean": 0.6875, "clip_score_dfn_public_next_turn_only_max": 0.6875, "clip_score_siglip2_b16_224_next_turn_only_min": -9.75, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.75, "clip_score_siglip2_b16_224_next_turn_only_max": -9.75, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.4140625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.4140625, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.4140625, "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": 1.75, "clip_score_dfn_public_prev_and_next_turn_mean": 1.75, "clip_score_dfn_public_prev_and_next_turn_max": 1.75, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.765625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.765625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.171875, "im_height": { "jpg": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 240 }, "im_width_mean": 240.0, "im_width_min": 240, "im_width_max": 240, "im_ar": { "jpg": 0.6 }, "im_ar_mean": 0.6, "im_ar_min": 0.6, "im_ar_max": 0.6, "im_kilobytes": { "jpg": 281.25 }, "im_kilobytes_mean": 281.25, "im_kilobytes_min": 281.25, "im_kilobytes_max": 281.25, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4112.86 }, "im_clarity_mean": 4112.86, "im_clarity_min": 4112.86, "im_clarity_max": 4112.86, "im_luma": { "jpg": 147.84 }, "im_luma_mean": 147.84, "im_luma_min": 147.84, "im_luma_max": 147.84, "im_saturation": { "jpg": 25.51 }, "im_saturation_mean": 25.51, "im_saturation_min": 25.51, "im_saturation_max": 25.51, "im_entropy": { "jpg": 5.6 }, "im_entropy_mean": 5.6, "im_entropy_min": 5.6, "im_entropy_max": 5.6, "unifilter_score_qwen2_5_1_5b": -1.251953125, "unifilter_score_qwen3_0_6b": 0.453369140625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9776919891940018, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.015075198465219644, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.0021686994688061385, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8593503832817078, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.009432030841708183, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.00530990632250905, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.86741042137146, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.43979954719543457, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9882656335830688, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.0012775659561157227, "text_quality_dolma3_fasttext_score": 0.00022548437118530273, "custom_fasttext_val_fasttext_score": 7.927417755126953e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00022369623184204102, "custom_fasttext_core_clean_fasttext_score": 3.4570693969726562e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0625, "within_sample_repetition_detection": 4.0 }, "72": { "detoxify": 1, "length_chars": 179, "length_tokens": 1881, "length_tokens_text_only": 90, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7232347353540285, "iqa_live_min": 0.7232347353540285, "iqa_live_max": 0.7232347353540285, "iqa_csiq_mean": 0.813785970211029, "iqa_csiq_min": 0.813785970211029, "iqa_csiq_max": 0.813785970211029, "iqa_tid2013_mean": 0.4732494884067111, "iqa_tid2013_min": 0.4732494884067111, "iqa_tid2013_max": 0.4732494884067111, "iqa_kadid10k_mean": 0.4627685546875, "iqa_kadid10k_min": 0.4627685546875, "iqa_kadid10k_max": 0.4627685546875, "iqa_flive_mean": 0.7199229230784407, "iqa_flive_min": 0.7199229230784407, "iqa_flive_max": 0.7199229230784407, "iqa_spaq_mean": 0.7342631022135417, "iqa_spaq_min": 0.7342631022135417, "iqa_spaq_max": 0.7342631022135417, "iqa_clive_mean": 0.7206612018623738, "iqa_clive_min": 0.7206612018623738, "iqa_clive_max": 0.7206612018623738, "iqa_koniq10k_mean": 0.6421354659880051, "iqa_koniq10k_min": 0.6421354659880051, "iqa_koniq10k_max": 0.6421354659880051, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "de", "score": 5.379409206812857e-18 }, { "lang": "nl", "score": 1.189059804279953e-18 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.961692750453949 }, { "lang": "de", "score": 0.002254418097436428 }, { "lang": "nl", "score": 0.0018702432280406356 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7232347353540285, "iqa_v2_live_min": 0.7232347353540285, "iqa_v2_live_max": 0.7232347353540285, "iqa_v2_csiq_mean": 0.813785970211029, "iqa_v2_csiq_min": 0.813785970211029, "iqa_v2_csiq_max": 0.813785970211029, "iqa_v2_tid2013_mean": 0.4732494884067111, "iqa_v2_tid2013_min": 0.4732494884067111, "iqa_v2_tid2013_max": 0.4732494884067111, "iqa_v2_kadid10k_mean": 0.4627685546875, "iqa_v2_kadid10k_min": 0.4627685546875, "iqa_v2_kadid10k_max": 0.4627685546875, "iqa_v2_flive_mean": 0.7199623801491478, "iqa_v2_flive_min": 0.7199623801491478, "iqa_v2_flive_max": 0.7199623801491478, "iqa_v2_spaq_mean": 0.7342631022135417, "iqa_v2_spaq_min": 0.7342631022135417, "iqa_v2_spaq_max": 0.7342631022135417, "iqa_v2_clive_mean": 0.7206612018623738, "iqa_v2_clive_min": 0.7206612018623738, "iqa_v2_clive_max": 0.7206612018623738, "iqa_v2_koniq10k_mean": 0.6421354659880051, "iqa_v2_koniq10k_min": 0.6421354659880051, "iqa_v2_koniq10k_max": 0.6421354659880051, "imdecont": { "jpg": 0.3657535910606384 }, "imdecont_image_match": { "jpg": 108035 }, "imdecont_max": 0.3657535910606384, "imdecont_mean": 0.3657535910606384, "imdecont_min": 0.3657535910606384, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.65625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.65625, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.65625, "clip_score_dfn_public_prev_turn_only_min": 3.22265625, "clip_score_dfn_public_prev_turn_only_mean": 3.22265625, "clip_score_dfn_public_prev_turn_only_max": 3.22265625, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.578125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.578125, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.578125, "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": 13.890625, "clip_score_clip_vitl14_224_next_turn_only_mean": 13.890625, "clip_score_clip_vitl14_224_next_turn_only_max": 13.890625, "clip_score_dfn_public_next_turn_only_min": 0.36328125, "clip_score_dfn_public_next_turn_only_mean": 0.36328125, "clip_score_dfn_public_next_turn_only_max": 0.36328125, "clip_score_siglip2_b16_224_next_turn_only_min": -9.359375, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.359375, "clip_score_siglip2_b16_224_next_turn_only_max": -9.359375, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.71875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.71875, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.71875, "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": 2.7734375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.7734375, "clip_score_dfn_public_prev_and_next_turn_max": 2.7734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 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": 22.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.25, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5961.03 }, "im_clarity_mean": 5961.03, "im_clarity_min": 5961.03, "im_clarity_max": 5961.03, "im_luma": { "jpg": 199.04 }, "im_luma_mean": 199.04, "im_luma_min": 199.04, "im_luma_max": 199.04, "im_saturation": { "jpg": 24.17 }, "im_saturation_mean": 24.17, "im_saturation_min": 24.17, "im_saturation_max": 24.17, "im_entropy": { "jpg": 3.52 }, "im_entropy_mean": 3.52, "im_entropy_min": 3.52, "im_entropy_max": 3.52, "unifilter_score_qwen2_5_1_5b": -1.5751953125, "unifilter_score_qwen3_0_6b": -1.4169921875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "de", "language_detection_annotation_lingua_1_score": 5.379409206812857e-18, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 1.189059804279953e-18, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.961692750453949, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.002254418097436428, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.0018702432280406356, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.6611161231994629, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.4185275435447693, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9953082203865051, "text_quality_nvidia_edu_nemotron4_score": 0.30615234375, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.0804104208946228, "text_quality_dolma3_fasttext_score": 8.58306884765625e-06, "custom_fasttext_val_fasttext_score": 4.4465065002441406e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0005733966827392578, "custom_fasttext_core_clean_fasttext_score": 6.496906280517578e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 8.0 }, "55": { "detoxify": 1, "length_chars": 91, "length_tokens": 1861, "length_tokens_text_only": 69, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7183420585863518, "iqa_live_min": 0.7183420585863518, "iqa_live_max": 0.7183420585863518, "iqa_csiq_mean": 0.876774251461029, "iqa_csiq_min": 0.876774251461029, "iqa_csiq_max": 0.876774251461029, "iqa_tid2013_mean": 0.5203821923997667, "iqa_tid2013_min": 0.5203821923997667, "iqa_tid2013_max": 0.5203821923997667, "iqa_kadid10k_mean": 0.4813232421875, "iqa_kadid10k_min": 0.4813232421875, "iqa_kadid10k_max": 0.4813232421875, "iqa_flive_mean": 0.6786508271188447, "iqa_flive_min": 0.6786508271188447, "iqa_flive_max": 0.6786508271188447, "iqa_spaq_mean": 0.45516351256707704, "iqa_spaq_min": 0.45516351256707704, "iqa_spaq_max": 0.45516351256707704, "iqa_clive_mean": 0.513432705041134, "iqa_clive_min": 0.513432705041134, "iqa_clive_max": 0.513432705041134, "iqa_koniq10k_mean": 0.6238274237122199, "iqa_koniq10k_min": 0.6238274237122199, "iqa_koniq10k_max": 0.6238274237122199, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8241381359887276 }, { "lang": "nb", "score": 0.033615788929952636 }, { "lang": "tl", "score": 0.02433797323178661 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8359972834587097 }, { "lang": "fr", "score": 0.013273379765450954 }, { "lang": "hi", "score": 0.013039006851613522 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7183420585863518, "iqa_v2_live_min": 0.7183420585863518, "iqa_v2_live_max": 0.7183420585863518, "iqa_v2_csiq_mean": 0.876774251461029, "iqa_v2_csiq_min": 0.876774251461029, "iqa_v2_csiq_max": 0.876774251461029, "iqa_v2_tid2013_mean": 0.5203550656636555, "iqa_v2_tid2013_min": 0.5203550656636555, "iqa_v2_tid2013_max": 0.5203550656636555, "iqa_v2_kadid10k_mean": 0.4813232421875, "iqa_v2_kadid10k_min": 0.4813232421875, "iqa_v2_kadid10k_max": 0.4813232421875, "iqa_v2_flive_mean": 0.6786508271188447, "iqa_v2_flive_min": 0.6786508271188447, "iqa_v2_flive_max": 0.6786508271188447, "iqa_v2_spaq_mean": 0.45516351256707704, "iqa_v2_spaq_min": 0.45516351256707704, "iqa_v2_spaq_max": 0.45516351256707704, "iqa_v2_clive_mean": 0.513393247970427, "iqa_v2_clive_min": 0.513393247970427, "iqa_v2_clive_max": 0.513393247970427, "iqa_v2_koniq10k_mean": 0.6238274237122199, "iqa_v2_koniq10k_min": 0.6238274237122199, "iqa_v2_koniq10k_max": 0.6238274237122199, "imdecont": { "jpg": 0.30852556228637695 }, "imdecont_image_match": { "jpg": 265975 }, "imdecont_max": 0.30852556228637695, "imdecont_mean": 0.30852556228637695, "imdecont_min": 0.30852556228637695, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.578125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.578125, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.578125, "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": -2.296875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.296875, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.296875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 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": 18.46875, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.46875, "clip_score_clip_vitl14_224_next_turn_only_max": 18.46875, "clip_score_dfn_public_next_turn_only_min": 2.177734375, "clip_score_dfn_public_next_turn_only_mean": 2.177734375, "clip_score_dfn_public_next_turn_only_max": 2.177734375, "clip_score_siglip2_b16_224_next_turn_only_min": -10.84375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.84375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.84375, "clip_score_longclip_vitl14_224_next_turn_only_min": 18.25, "clip_score_longclip_vitl14_224_next_turn_only_mean": 18.25, "clip_score_longclip_vitl14_224_next_turn_only_max": 18.25, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.03125, "clip_score_dfn_public_prev_and_next_turn_min": 2.248046875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.248046875, "clip_score_dfn_public_prev_and_next_turn_max": 2.248046875, "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": 24.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.96875, "im_height": { "jpg": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 573.57 }, "im_clarity_mean": 573.57, "im_clarity_min": 573.57, "im_clarity_max": 573.57, "im_luma": { "jpg": 201.6 }, "im_luma_mean": 201.6, "im_luma_min": 201.6, "im_luma_max": 201.6, "im_saturation": { "jpg": 42.35 }, "im_saturation_mean": 42.35, "im_saturation_min": 42.35, "im_saturation_max": 42.35, "im_entropy": { "jpg": 6.66 }, "im_entropy_mean": 6.66, "im_entropy_min": 6.66, "im_entropy_max": 6.66, "unifilter_score_qwen2_5_1_5b": -0.33251953125, "unifilter_score_qwen3_0_6b": -1.513671875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8241381359887276, "language_detection_annotation_lingua_1_lan": "nb", "language_detection_annotation_lingua_1_score": 0.033615788929952636, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.02433797323178661, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8359972834587097, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.013273379765450954, "language_detection_annotation_nllb_2_lan": "hi", "language_detection_annotation_nllb_2_score": 0.013039006851613522, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.9546272158622742, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.3330763578414917, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.9354199171066284, "text_quality_nvidia_edu_nemotron4_score": 0.1053466796875, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.06129932403564453, "text_quality_dolma3_fasttext_score": 0.001801908016204834, "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": 9.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0625, "within_sample_repetition_detection": 9.0 }, "67": { "detoxify": 1, "length_chars": 109, "length_tokens": 1862, "length_tokens_text_only": 71, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7284430686873619, "iqa_live_min": 0.7284430686873619, "iqa_live_max": 0.7284430686873619, "iqa_csiq_mean": 0.845280110836029, "iqa_csiq_min": 0.845280110836029, "iqa_csiq_max": 0.845280110836029, "iqa_tid2013_mean": 0.5547788937886555, "iqa_tid2013_min": 0.5547788937886555, "iqa_tid2013_max": 0.5547788937886555, "iqa_kadid10k_mean": 0.4993896484375, "iqa_kadid10k_min": 0.4993896484375, "iqa_kadid10k_max": 0.4993896484375, "iqa_flive_mean": 0.7254074559067235, "iqa_flive_min": 0.7254074559067235, "iqa_flive_max": 0.7254074559067235, "iqa_spaq_mean": 0.657400728476168, "iqa_spaq_min": 0.657400728476168, "iqa_spaq_max": 0.657400728476168, "iqa_clive_mean": 0.6644743331755051, "iqa_clive_min": 0.6644743331755051, "iqa_clive_max": 0.6644743331755051, "iqa_koniq10k_mean": 0.645449859927399, "iqa_koniq10k_min": 0.645449859927399, "iqa_koniq10k_max": 0.645449859927399, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9059076276384579 }, { "lang": "tl", "score": 0.015347310935682488 }, { "lang": "nl", "score": 0.011984376755859543 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8906286954879761 }, { "lang": "fr", "score": 0.006070708390325308 }, { "lang": "id", "score": 0.005829310975968838 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7284430686873619, "iqa_v2_live_min": 0.7284430686873619, "iqa_v2_live_max": 0.7284430686873619, "iqa_v2_csiq_mean": 0.845280110836029, "iqa_v2_csiq_min": 0.845280110836029, "iqa_v2_csiq_max": 0.845280110836029, "iqa_v2_tid2013_mean": 0.5548331472608778, "iqa_v2_tid2013_min": 0.5548331472608778, "iqa_v2_tid2013_max": 0.5548331472608778, "iqa_v2_kadid10k_mean": 0.4993896484375, "iqa_v2_kadid10k_min": 0.4993896484375, "iqa_v2_kadid10k_max": 0.4993896484375, "iqa_v2_flive_mean": 0.7254074559067235, "iqa_v2_flive_min": 0.7254074559067235, "iqa_v2_flive_max": 0.7254074559067235, "iqa_v2_spaq_mean": 0.6575585567589962, "iqa_v2_spaq_min": 0.6575585567589962, "iqa_v2_spaq_max": 0.6575585567589962, "iqa_v2_clive_mean": 0.6644743331755051, "iqa_v2_clive_min": 0.6644743331755051, "iqa_v2_clive_max": 0.6644743331755051, "iqa_v2_koniq10k_mean": 0.6456076882102273, "iqa_v2_koniq10k_min": 0.6456076882102273, "iqa_v2_koniq10k_max": 0.6456076882102273, "imdecont": { "jpg": 0.27618229389190674 }, "imdecont_image_match": { "jpg": 266027 }, "imdecont_max": 0.27618229389190674, "imdecont_mean": 0.27618229389190674, "imdecont_min": 0.27618229389190674, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.6875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.6875, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.6875, "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": 2.59375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.59375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.59375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.953125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.953125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.953125, "clip_score_clip_vitl14_224_next_turn_only_min": 15.0234375, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.0234375, "clip_score_clip_vitl14_224_next_turn_only_max": 15.0234375, "clip_score_dfn_public_next_turn_only_min": -0.73583984375, "clip_score_dfn_public_next_turn_only_mean": -0.73583984375, "clip_score_dfn_public_next_turn_only_max": -0.73583984375, "clip_score_siglip2_b16_224_next_turn_only_min": -12.0546875, "clip_score_siglip2_b16_224_next_turn_only_mean": -12.0546875, "clip_score_siglip2_b16_224_next_turn_only_max": -12.0546875, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.5, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.5, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.5, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.046875, "clip_score_dfn_public_prev_and_next_turn_min": 2.595703125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.595703125, "clip_score_dfn_public_prev_and_next_turn_max": 2.595703125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.546875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.546875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 28.78125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.78125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.78125, "im_height": { "jpg": 365 }, "im_height_mean": 365.0, "im_height_min": 365, "im_height_max": 365, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5068 }, "im_ar_mean": 1.5068, "im_ar_min": 1.5068, "im_ar_max": 1.5068, "im_kilobytes": { "jpg": 588.13 }, "im_kilobytes_mean": 588.13, "im_kilobytes_min": 588.13, "im_kilobytes_max": 588.13, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2318.48 }, "im_clarity_mean": 2318.48, "im_clarity_min": 2318.48, "im_clarity_max": 2318.48, "im_luma": { "jpg": 126.14 }, "im_luma_mean": 126.14, "im_luma_min": 126.14, "im_luma_max": 126.14, "im_saturation": { "jpg": 56.56 }, "im_saturation_mean": 56.56, "im_saturation_min": 56.56, "im_saturation_max": 56.56, "im_entropy": { "jpg": 7.77 }, "im_entropy_mean": 7.77, "im_entropy_min": 7.77, "im_entropy_max": 7.77, "unifilter_score_qwen2_5_1_5b": 0.1990966796875, "unifilter_score_qwen3_0_6b": 3.306640625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9059076276384579, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.015347310935682488, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.011984376755859543, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8906286954879761, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.006070708390325308, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.005829310975968838, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.5953187942504883, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.509982168674469, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9966087341308594, "text_quality_nvidia_edu_nemotron4_score": 0.14892578125, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9015285968780518, "text_quality_dolma3_fasttext_score": 0.9630976319313049, "custom_fasttext_val_fasttext_score": 1.3947486877441406e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 7.867813110351562e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 4.0 }, "74": { "detoxify": 0, "length_chars": 293, "length_tokens": 1898, "length_tokens_text_only": 107, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7557473616166548, "iqa_live_min": 0.7557473616166548, "iqa_live_max": 0.7557473616166548, "iqa_csiq_mean": 0.905826985836029, "iqa_csiq_min": 0.905826985836029, "iqa_csiq_max": 0.905826985836029, "iqa_tid2013_mean": 0.5870597097608777, "iqa_tid2013_min": 0.5870597097608777, "iqa_tid2013_max": 0.5870597097608777, "iqa_kadid10k_mean": 0.54931640625, "iqa_kadid10k_min": 0.54931640625, "iqa_kadid10k_max": 0.54931640625, "iqa_flive_mean": 0.7058762059067235, "iqa_flive_min": 0.7058762059067235, "iqa_flive_max": 0.7058762059067235, "iqa_spaq_mean": 0.5936381022135417, "iqa_spaq_min": 0.5936381022135417, "iqa_spaq_max": 0.5936381022135417, "iqa_clive_mean": 0.6545311513573233, "iqa_clive_min": 0.6545311513573233, "iqa_clive_max": 0.6545311513573233, "iqa_koniq10k_mean": 0.6287201004798967, "iqa_koniq10k_min": 0.6287201004798967, "iqa_koniq10k_max": 0.6287201004798967, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "tl", "score": 3.303502231867802e-27 }, { "lang": "da", "score": 1.1374205989245712e-29 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9605843424797058 }, { "lang": "de", "score": 0.0026429598219692707 }, { "lang": "fr", "score": 0.002030385425314307 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7557473616166548, "iqa_v2_live_min": 0.7557473616166548, "iqa_v2_live_max": 0.7557473616166548, "iqa_v2_csiq_mean": 0.905826985836029, "iqa_v2_csiq_min": 0.905826985836029, "iqa_v2_csiq_max": 0.905826985836029, "iqa_v2_tid2013_mean": 0.5870597097608777, "iqa_v2_tid2013_min": 0.5870597097608777, "iqa_v2_tid2013_max": 0.5870597097608777, "iqa_v2_kadid10k_mean": 0.54931640625, "iqa_v2_kadid10k_min": 0.54931640625, "iqa_v2_kadid10k_max": 0.54931640625, "iqa_v2_flive_mean": 0.7058762059067235, "iqa_v2_flive_min": 0.7058762059067235, "iqa_v2_flive_max": 0.7058762059067235, "iqa_v2_spaq_mean": 0.5936381022135417, "iqa_v2_spaq_min": 0.5936381022135417, "iqa_v2_spaq_max": 0.5936381022135417, "iqa_v2_clive_mean": 0.6545311513573233, "iqa_v2_clive_min": 0.6545311513573233, "iqa_v2_clive_max": 0.6545311513573233, "iqa_v2_koniq10k_mean": 0.6287201004798967, "iqa_v2_koniq10k_min": 0.6287201004798967, "iqa_v2_koniq10k_max": 0.6287201004798967, "imdecont": { "jpg": 0.390979528427124 }, "imdecont_image_match": { "jpg": 266015 }, "imdecont_max": 0.390979528427124, "imdecont_mean": 0.390979528427124, "imdecont_min": 0.390979528427124, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.640625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.640625, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.640625, "clip_score_dfn_public_prev_turn_only_min": 3.158203125, "clip_score_dfn_public_prev_turn_only_mean": 3.158203125, "clip_score_dfn_public_prev_turn_only_max": 3.158203125, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.671875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.671875, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.671875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.15625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.15625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.15625, "clip_score_clip_vitl14_224_next_turn_only_min": 18.671875, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.671875, "clip_score_clip_vitl14_224_next_turn_only_max": 18.671875, "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": -9.171875, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.171875, "clip_score_siglip2_b16_224_next_turn_only_max": -9.171875, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.109375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.109375, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.109375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.3125, "clip_score_dfn_public_prev_and_next_turn_min": 3.24609375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.24609375, "clip_score_dfn_public_prev_and_next_turn_max": 3.24609375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.359375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.359375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.359375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 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": 500 }, "im_height_mean": 500.0, "im_height_min": 500, "im_height_max": 500, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.6 }, "im_ar_mean": 1.6, "im_ar_min": 1.6, "im_ar_max": 1.6, "im_kilobytes": { "jpg": 1171.88 }, "im_kilobytes_mean": 1171.88, "im_kilobytes_min": 1171.88, "im_kilobytes_max": 1171.88, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4057.05 }, "im_clarity_mean": 4057.05, "im_clarity_min": 4057.05, "im_clarity_max": 4057.05, "im_luma": { "jpg": 107.95 }, "im_luma_mean": 107.95, "im_luma_min": 107.95, "im_luma_max": 107.95, "im_saturation": { "jpg": 80.32 }, "im_saturation_mean": 80.32, "im_saturation_min": 80.32, "im_saturation_max": 80.32, "im_entropy": { "jpg": 7.36 }, "im_entropy_mean": 7.36, "im_entropy_min": 7.36, "im_entropy_max": 7.36, "unifilter_score_qwen2_5_1_5b": 1.6357421875, "unifilter_score_qwen3_0_6b": 0.2447509765625, "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": 3.303502231867802e-27, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 1.1374205989245712e-29, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9605843424797058, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.0026429598219692707, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.002030385425314307, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.961376965045929, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.884479820728302, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.859954297542572, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9829135537147522, "text_quality_dolma3_fasttext_score": 0.9993719458580017, "custom_fasttext_val_fasttext_score": 0.00845479965209961, "custom_fasttext_core_fasttext_score": 0.00427478551864624, "custom_fasttext_val_clean_fasttext_score": 0.12370568513870239, "custom_fasttext_core_clean_fasttext_score": 0.0633993148803711, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 7.0 }, "75": { "detoxify": 1, "length_chars": 124, "length_tokens": 1863, "length_tokens_text_only": 72, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8532852404045336, "iqa_live_min": 0.8532852404045336, "iqa_live_max": 0.8532852404045336, "iqa_csiq_mean": 0.923160970211029, "iqa_csiq_min": 0.923160970211029, "iqa_csiq_max": 0.923160970211029, "iqa_tid2013_mean": 0.5824481646219889, "iqa_tid2013_min": 0.5824481646219889, "iqa_tid2013_max": 0.5824481646219889, "iqa_kadid10k_mean": 0.6635589599609375, "iqa_kadid10k_min": 0.6635589599609375, "iqa_kadid10k_max": 0.6635589599609375, "iqa_flive_mean": 0.7348771528764205, "iqa_flive_min": 0.7348771528764205, "iqa_flive_max": 0.7348771528764205, "iqa_spaq_mean": 0.7296860820115215, "iqa_spaq_min": 0.7296860820115215, "iqa_spaq_max": 0.7296860820115215, "iqa_clive_mean": 0.7953139796401516, "iqa_clive_min": 0.7953139796401516, "iqa_clive_max": 0.7953139796401516, "iqa_koniq10k_mean": 0.7232592033617424, "iqa_koniq10k_min": 0.7232592033617424, "iqa_koniq10k_max": 0.7232592033617424, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9744041241244465 }, { "lang": "tl", "score": 0.005422426439942202 }, { "lang": "la", "score": 0.002581285007102938 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8076115250587463 }, { "lang": "de", "score": 0.023492230102419853 }, { "lang": "fr", "score": 0.00909150205552578 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8532852404045336, "iqa_v2_live_min": 0.8532852404045336, "iqa_v2_live_max": 0.8532852404045336, "iqa_v2_csiq_mean": 0.923160970211029, "iqa_v2_csiq_min": 0.923160970211029, "iqa_v2_csiq_max": 0.923160970211029, "iqa_v2_tid2013_mean": 0.5824481646219889, "iqa_v2_tid2013_min": 0.5824481646219889, "iqa_v2_tid2013_max": 0.5824481646219889, "iqa_v2_kadid10k_mean": 0.663543701171875, "iqa_v2_kadid10k_min": 0.663543701171875, "iqa_v2_kadid10k_max": 0.663543701171875, "iqa_v2_flive_mean": 0.7348771528764205, "iqa_v2_flive_min": 0.7348771528764205, "iqa_v2_flive_max": 0.7348771528764205, "iqa_v2_spaq_mean": 0.7296860820115215, "iqa_v2_spaq_min": 0.7296860820115215, "iqa_v2_spaq_max": 0.7296860820115215, "iqa_v2_clive_mean": 0.7953139796401516, "iqa_v2_clive_min": 0.7953139796401516, "iqa_v2_clive_max": 0.7953139796401516, "iqa_v2_koniq10k_mean": 0.7232592033617424, "iqa_v2_koniq10k_min": 0.7232592033617424, "iqa_v2_koniq10k_max": 0.7232592033617424, "imdecont": { "jpg": 0.3464430570602417 }, "imdecont_image_match": { "jpg": 266005 }, "imdecont_max": 0.3464430570602417, "imdecont_mean": 0.3464430570602417, "imdecont_min": 0.3464430570602417, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.515625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.515625, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.515625, "clip_score_dfn_public_prev_turn_only_min": 2.59375, "clip_score_dfn_public_prev_turn_only_mean": 2.59375, "clip_score_dfn_public_prev_turn_only_max": 2.59375, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.21875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.21875, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.21875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.3125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.3125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.3125, "clip_score_clip_vitl14_224_next_turn_only_min": 17.265625, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.265625, "clip_score_clip_vitl14_224_next_turn_only_max": 17.265625, "clip_score_dfn_public_next_turn_only_min": 0.282470703125, "clip_score_dfn_public_next_turn_only_mean": 0.282470703125, "clip_score_dfn_public_next_turn_only_max": 0.282470703125, "clip_score_siglip2_b16_224_next_turn_only_min": -10.25, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.25, "clip_score_siglip2_b16_224_next_turn_only_max": -10.25, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.734375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.734375, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.171875, "clip_score_dfn_public_prev_and_next_turn_min": 2.779296875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.779296875, "clip_score_dfn_public_prev_and_next_turn_max": 2.779296875, "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": 27.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.375, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4484.68 }, "im_clarity_mean": 4484.68, "im_clarity_min": 4484.68, "im_clarity_max": 4484.68, "im_luma": { "jpg": 167.07 }, "im_luma_mean": 167.07, "im_luma_min": 167.07, "im_luma_max": 167.07, "im_saturation": { "jpg": 68.85 }, "im_saturation_mean": 68.85, "im_saturation_min": 68.85, "im_saturation_max": 68.85, "im_entropy": { "jpg": 7.35 }, "im_entropy_mean": 7.35, "im_entropy_min": 7.35, "im_entropy_max": 7.35, "unifilter_score_qwen2_5_1_5b": 0.0831298828125, "unifilter_score_qwen3_0_6b": 3.759765625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9744041241244465, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.005422426439942202, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.002581285007102938, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8076115250587463, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.023492230102419853, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.00909150205552578, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.6788753867149353, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.45181095600128174, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9992031455039978, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.6277391314506531, "text_quality_dolma3_fasttext_score": 0.9999938011169434, "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": 9.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 9.0 }, "68": { "detoxify": 1, "length_chars": 135, "length_tokens": 3401, "length_tokens_text_only": 74, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7625339777782709, "iqa_live_min": 0.7625339777782709, "iqa_live_max": 0.7625339777782709, "iqa_csiq_mean": 0.861149251461029, "iqa_csiq_min": 0.861149251461029, "iqa_csiq_max": 0.861149251461029, "iqa_tid2013_mean": 0.5141430430942111, "iqa_tid2013_min": 0.5141430430942111, "iqa_tid2013_max": 0.5141430430942111, "iqa_kadid10k_mean": 0.4796142578125, "iqa_kadid10k_min": 0.4796142578125, "iqa_kadid10k_max": 0.4796142578125, "iqa_flive_mean": 0.728406193280461, "iqa_flive_min": 0.728406193280461, "iqa_flive_max": 0.728406193280461, "iqa_spaq_mean": 0.7386822941327337, "iqa_spaq_min": 0.7386822941327337, "iqa_spaq_max": 0.7386822941327337, "iqa_clive_mean": 0.6357496242330533, "iqa_clive_min": 0.6357496242330533, "iqa_clive_max": 0.6357496242330533, "iqa_koniq10k_mean": 0.7109485973011365, "iqa_koniq10k_min": 0.7109485973011365, "iqa_koniq10k_max": 0.7109485973011365, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9862680878933224 }, { "lang": "tl", "score": 0.00682943573165567 }, { "lang": "nl", "score": 0.0013925155596885349 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8983297348022461 }, { "lang": "es", "score": 0.006566586438566446 }, { "lang": "ru", "score": 0.005770641379058361 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7625339777782709, "iqa_v2_live_min": 0.7625339777782709, "iqa_v2_live_max": 0.7625339777782709, "iqa_v2_csiq_mean": 0.861149251461029, "iqa_v2_csiq_min": 0.861149251461029, "iqa_v2_csiq_max": 0.861149251461029, "iqa_v2_tid2013_mean": 0.5141430430942111, "iqa_v2_tid2013_min": 0.5141430430942111, "iqa_v2_tid2013_max": 0.5141430430942111, "iqa_v2_kadid10k_mean": 0.4796142578125, "iqa_v2_kadid10k_min": 0.4796142578125, "iqa_v2_kadid10k_max": 0.4796142578125, "iqa_v2_flive_mean": 0.728406193280461, "iqa_v2_flive_min": 0.728406193280461, "iqa_v2_flive_max": 0.728406193280461, "iqa_v2_spaq_mean": 0.7386822941327337, "iqa_v2_spaq_min": 0.7386822941327337, "iqa_v2_spaq_max": 0.7386822941327337, "iqa_v2_clive_mean": 0.6357496242330533, "iqa_v2_clive_min": 0.6357496242330533, "iqa_v2_clive_max": 0.6357496242330533, "iqa_v2_koniq10k_mean": 0.7109485973011365, "iqa_v2_koniq10k_min": 0.7109485973011365, "iqa_v2_koniq10k_max": 0.7109485973011365, "imdecont": { "jpg": 0.23886078596115112 }, "imdecont_image_match": { "jpg": 270960 }, "imdecont_max": 0.23886078596115112, "imdecont_mean": 0.23886078596115112, "imdecont_min": 0.23886078596115112, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.765625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.765625, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.765625, "clip_score_dfn_public_prev_turn_only_min": 0.275634765625, "clip_score_dfn_public_prev_turn_only_mean": 0.275634765625, "clip_score_dfn_public_prev_turn_only_max": 0.275634765625, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.453125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.453125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.453125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 16.6875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 16.6875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 16.6875, "clip_score_clip_vitl14_224_next_turn_only_min": 18.671875, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.671875, "clip_score_clip_vitl14_224_next_turn_only_max": 18.671875, "clip_score_dfn_public_next_turn_only_min": 0.2449951171875, "clip_score_dfn_public_next_turn_only_mean": 0.2449951171875, "clip_score_dfn_public_next_turn_only_max": 0.2449951171875, "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": 15.8046875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.8046875, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.8046875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 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": 0.81103515625, "clip_score_dfn_public_prev_and_next_turn_mean": 0.81103515625, "clip_score_dfn_public_prev_and_next_turn_max": 0.81103515625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.484375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.484375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 16.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 16.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 16.484375, "im_height": { "jpg": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 307 }, "im_width_mean": 307.0, "im_width_min": 307, "im_width_max": 307, "im_ar": { "jpg": 0.7675 }, "im_ar_mean": 0.7675, "im_ar_min": 0.7675, "im_ar_max": 0.7675, "im_kilobytes": { "jpg": 359.77 }, "im_kilobytes_mean": 359.77, "im_kilobytes_min": 359.77, "im_kilobytes_max": 359.77, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3754.73 }, "im_clarity_mean": 3754.73, "im_clarity_min": 3754.73, "im_clarity_max": 3754.73, "im_luma": { "jpg": 140.48 }, "im_luma_mean": 140.48, "im_luma_min": 140.48, "im_luma_max": 140.48, "im_saturation": { "jpg": 12.25 }, "im_saturation_mean": 12.25, "im_saturation_min": 12.25, "im_saturation_max": 12.25, "im_entropy": { "jpg": 5.48 }, "im_entropy_mean": 5.48, "im_entropy_min": 5.48, "im_entropy_max": 5.48, "unifilter_score_qwen2_5_1_5b": 0.301025390625, "unifilter_score_qwen3_0_6b": 1.5888671875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9862680878933224, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.00682943573165567, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.0013925155596885349, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8983297348022461, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.006566586438566446, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.005770641379058361, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8665382862091064, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5824040770530701, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9028836488723755, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9889459013938904, "text_quality_dolma3_fasttext_score": 0.9999244213104248, "custom_fasttext_val_fasttext_score": 1.1920928955078125e-07, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0001577138900756836, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.125, "within_sample_repetition_detection": 6.0 }, "83": { "detoxify": 0, "length_chars": 146, "length_tokens": 337, "length_tokens_text_only": 81, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7450150383843316, "iqa_live_min": 0.7450150383843316, "iqa_live_max": 0.7450150383843316, "iqa_csiq_mean": 0.902897298336029, "iqa_csiq_min": 0.902897298336029, "iqa_csiq_max": 0.902897298336029, "iqa_tid2013_mean": 0.5128409597608778, "iqa_tid2013_min": 0.5128409597608778, "iqa_tid2013_max": 0.5128409597608778, "iqa_kadid10k_mean": 0.6158447265625, "iqa_kadid10k_min": 0.6158447265625, "iqa_kadid10k_max": 0.6158447265625, "iqa_flive_mean": 0.7028774685329862, "iqa_flive_min": 0.7028774685329862, "iqa_flive_max": 0.7028774685329862, "iqa_spaq_mean": 0.6952795163549559, "iqa_spaq_min": 0.6952795163549559, "iqa_spaq_max": 0.6952795163549559, "iqa_clive_mean": 0.6469553937815657, "iqa_clive_min": 0.6469553937815657, "iqa_clive_max": 0.6469553937815657, "iqa_koniq10k_mean": 0.6576026377051768, "iqa_koniq10k_min": 0.6576026377051768, "iqa_koniq10k_max": 0.6576026377051768, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9850600421532537 }, { "lang": "tl", "score": 0.008576819319899466 }, { "lang": "nl", "score": 0.00172723380918014 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8577235341072083 }, { "lang": "de", "score": 0.010015823878347874 }, { "lang": "fr", "score": 0.009947950020432472 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.7450150383843316, "iqa_v2_live_min": 0.7450150383843316, "iqa_v2_live_max": 0.7450150383843316, "iqa_v2_csiq_mean": 0.902897298336029, "iqa_v2_csiq_min": 0.902897298336029, "iqa_v2_csiq_max": 0.902897298336029, "iqa_v2_tid2013_mean": 0.5128409597608778, "iqa_v2_tid2013_min": 0.5128409597608778, "iqa_v2_tid2013_max": 0.5128409597608778, "iqa_v2_kadid10k_mean": 0.6158447265625, "iqa_v2_kadid10k_min": 0.6158447265625, "iqa_v2_kadid10k_max": 0.6158447265625, "iqa_v2_flive_mean": 0.7028774685329862, "iqa_v2_flive_min": 0.7028774685329862, "iqa_v2_flive_max": 0.7028774685329862, "iqa_v2_spaq_mean": 0.6952795163549559, "iqa_v2_spaq_min": 0.6952795163549559, "iqa_v2_spaq_max": 0.6952795163549559, "iqa_v2_clive_mean": 0.6469553937815657, "iqa_v2_clive_min": 0.6469553937815657, "iqa_v2_clive_max": 0.6469553937815657, "iqa_v2_koniq10k_mean": 0.6576026377051768, "iqa_v2_koniq10k_min": 0.6576026377051768, "iqa_v2_koniq10k_max": 0.6576026377051768, "imdecont": { "jpg": 0.2910282611846924 }, "imdecont_image_match": { "jpg": 265976 }, "imdecont_max": 0.2910282611846924, "imdecont_mean": 0.2910282611846924, "imdecont_min": 0.2910282611846924, "clip_score_clip_vitl14_224_prev_turn_only_min": 39.3125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 39.3125, "clip_score_clip_vitl14_224_prev_turn_only_max": 39.3125, "clip_score_dfn_public_prev_turn_only_min": 3.359375, "clip_score_dfn_public_prev_turn_only_mean": 3.359375, "clip_score_dfn_public_prev_turn_only_max": 3.359375, "clip_score_siglip2_b16_224_prev_turn_only_min": 8.71875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 8.71875, "clip_score_siglip2_b16_224_prev_turn_only_max": 8.71875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 33.75, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 33.75, "clip_score_longclip_vitl14_224_prev_turn_only_max": 33.75, "clip_score_clip_vitl14_224_next_turn_only_min": 17.296875, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.296875, "clip_score_clip_vitl14_224_next_turn_only_max": 17.296875, "clip_score_dfn_public_next_turn_only_min": 1.7763671875, "clip_score_dfn_public_next_turn_only_mean": 1.7763671875, "clip_score_dfn_public_next_turn_only_max": 1.7763671875, "clip_score_siglip2_b16_224_next_turn_only_min": -7.5078125, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.5078125, "clip_score_siglip2_b16_224_next_turn_only_max": -7.5078125, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.265625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.265625, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 38.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 38.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 38.03125, "clip_score_dfn_public_prev_and_next_turn_min": 3.2265625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.2265625, "clip_score_dfn_public_prev_and_next_turn_max": 3.2265625, "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": 33.0, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 33.0, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 33.0, "im_height": { "jpg": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 400 }, "im_width_mean": 400.0, "im_width_min": 400, "im_width_max": 400, "im_ar": { "jpg": 1.0 }, "im_ar_mean": 1.0, "im_ar_min": 1.0, "im_ar_max": 1.0, "im_kilobytes": { "jpg": 468.75 }, "im_kilobytes_mean": 468.75, "im_kilobytes_min": 468.75, "im_kilobytes_max": 468.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 6135.78 }, "im_clarity_mean": 6135.78, "im_clarity_min": 6135.78, "im_clarity_max": 6135.78, "im_luma": { "jpg": 207.79 }, "im_luma_mean": 207.79, "im_luma_min": 207.79, "im_luma_max": 207.79, "im_saturation": { "jpg": 43.21 }, "im_saturation_mean": 43.21, "im_saturation_min": 43.21, "im_saturation_max": 43.21, "im_entropy": { "jpg": 5.41 }, "im_entropy_mean": 5.41, "im_entropy_min": 5.41, "im_entropy_max": 5.41, "unifilter_score_qwen2_5_1_5b": -1.2451171875, "unifilter_score_qwen3_0_6b": -0.360107421875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9850600421532537, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.008576819319899466, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.00172723380918014, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8577235341072083, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.010015823878347874, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.009947950020432472, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.4035723805427551, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.46397536993026733, "text_quality_nvidia_domain_label": "Sensitive_Subjects", "text_quality_nvidia_domain_score": 0.39176592230796814, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.06758010387420654, "text_quality_dolma3_fasttext_score": 0.6537286639213562, "custom_fasttext_val_fasttext_score": 0.0001659989356994629, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0014948844909667969, "custom_fasttext_core_clean_fasttext_score": 2.014636993408203e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 3.3125, "within_sample_repetition_detection": 9.0 }, "85": { "detoxify": 1, "length_chars": 105, "length_tokens": 3395, "length_tokens_text_only": 67, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7465933212126143, "iqa_live_min": 0.7465933212126143, "iqa_live_max": 0.7465933212126143, "iqa_csiq_mean": 0.915104329586029, "iqa_csiq_min": 0.915104329586029, "iqa_csiq_max": 0.915104329586029, "iqa_tid2013_mean": 0.6061569319831001, "iqa_tid2013_min": 0.6061569319831001, "iqa_tid2013_max": 0.6061569319831001, "iqa_kadid10k_mean": 0.6392364501953125, "iqa_kadid10k_min": 0.6392364501953125, "iqa_kadid10k_max": 0.6392364501953125, "iqa_flive_mean": 0.7396909155026832, "iqa_flive_min": 0.7396909155026832, "iqa_flive_max": 0.7396909155026832, "iqa_spaq_mean": 0.7713527486781881, "iqa_spaq_min": 0.7713527486781881, "iqa_spaq_max": 0.7713527486781881, "iqa_clive_mean": 0.730288727114899, "iqa_clive_min": 0.730288727114899, "iqa_clive_max": 0.730288727114899, "iqa_koniq10k_mean": 0.7276783952809344, "iqa_koniq10k_min": 0.7276783952809344, "iqa_koniq10k_max": 0.7276783952809344, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9723976783994678 }, { "lang": "tl", "score": 0.01182568833717702 }, { "lang": "la", "score": 0.0031527565467172744 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.937311589717865 }, { "lang": "id", "score": 0.004561456385999918 }, { "lang": "hi", "score": 0.0031365531031042337 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7465933212126143, "iqa_v2_live_min": 0.7465933212126143, "iqa_v2_live_max": 0.7465933212126143, "iqa_v2_csiq_mean": 0.915104329586029, "iqa_v2_csiq_min": 0.915104329586029, "iqa_v2_csiq_max": 0.915104329586029, "iqa_v2_tid2013_mean": 0.6061569319831001, "iqa_v2_tid2013_min": 0.6061569319831001, "iqa_v2_tid2013_max": 0.6061569319831001, "iqa_v2_kadid10k_mean": 0.6392364501953125, "iqa_v2_kadid10k_min": 0.6392364501953125, "iqa_v2_kadid10k_max": 0.6392364501953125, "iqa_v2_flive_mean": 0.7396909155026832, "iqa_v2_flive_min": 0.7396909155026832, "iqa_v2_flive_max": 0.7396909155026832, "iqa_v2_spaq_mean": 0.7713527486781881, "iqa_v2_spaq_min": 0.7713527486781881, "iqa_v2_spaq_max": 0.7713527486781881, "iqa_v2_clive_mean": 0.730288727114899, "iqa_v2_clive_min": 0.730288727114899, "iqa_v2_clive_max": 0.730288727114899, "iqa_v2_koniq10k_mean": 0.7276783952809344, "iqa_v2_koniq10k_min": 0.7276783952809344, "iqa_v2_koniq10k_max": 0.7276783952809344, "imdecont": { "jpg": 0.2630881667137146 }, "imdecont_image_match": { "jpg": 108333 }, "imdecont_max": 0.2630881667137146, "imdecont_mean": 0.2630881667137146, "imdecont_min": 0.2630881667137146, "clip_score_clip_vitl14_224_prev_turn_only_min": 37.125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 37.125, "clip_score_clip_vitl14_224_prev_turn_only_max": 37.125, "clip_score_dfn_public_prev_turn_only_min": 3.359375, "clip_score_dfn_public_prev_turn_only_mean": 3.359375, "clip_score_dfn_public_prev_turn_only_max": 3.359375, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.875, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 33.40625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 33.40625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 33.40625, "clip_score_clip_vitl14_224_next_turn_only_min": 16.046875, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.046875, "clip_score_clip_vitl14_224_next_turn_only_max": 16.046875, "clip_score_dfn_public_next_turn_only_min": 1.3017578125, "clip_score_dfn_public_next_turn_only_mean": 1.3017578125, "clip_score_dfn_public_next_turn_only_max": 1.3017578125, "clip_score_siglip2_b16_224_next_turn_only_min": -10.90625, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.90625, "clip_score_siglip2_b16_224_next_turn_only_max": -10.90625, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.359375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.359375, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.359375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 37.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 37.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 37.09375, "clip_score_dfn_public_prev_and_next_turn_min": 3.53515625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.53515625, "clip_score_dfn_public_prev_and_next_turn_max": 3.53515625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 33.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 33.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 33.375, "im_height": { "jpg": 428 }, "im_height_mean": 428.0, "im_height_min": 428, "im_height_max": 428, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.285 }, "im_ar_mean": 1.285, "im_ar_min": 1.285, "im_ar_max": 1.285, "im_kilobytes": { "jpg": 689.65 }, "im_kilobytes_mean": 689.65, "im_kilobytes_min": 689.65, "im_kilobytes_max": 689.65, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2534.7 }, "im_clarity_mean": 2534.7, "im_clarity_min": 2534.7, "im_clarity_max": 2534.7, "im_luma": { "jpg": 116.91 }, "im_luma_mean": 116.91, "im_luma_min": 116.91, "im_luma_max": 116.91, "im_saturation": { "jpg": 59.9 }, "im_saturation_mean": 59.9, "im_saturation_min": 59.9, "im_saturation_max": 59.9, "im_entropy": { "jpg": 7.53 }, "im_entropy_mean": 7.53, "im_entropy_min": 7.53, "im_entropy_max": 7.53, "unifilter_score_qwen2_5_1_5b": -0.5234375, "unifilter_score_qwen3_0_6b": -0.0214691162109375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9723976783994678, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.01182568833717702, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.0031527565467172744, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.937311589717865, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.004561456385999918, "language_detection_annotation_nllb_2_lan": "hi", "language_detection_annotation_nllb_2_score": 0.0031365531031042337, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.405859112739563, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.3201148211956024, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.977506160736084, "text_quality_nvidia_edu_nemotron4_score": 0.150390625, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.032552242279052734, "text_quality_dolma3_fasttext_score": 0.8913694620132446, "custom_fasttext_val_fasttext_score": 2.467632293701172e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 4.661083221435547e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.5, "within_sample_repetition_detection": 9.0 }, "82": { "detoxify": 1, "length_chars": 130, "length_tokens": 1866, "length_tokens_text_only": 75, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.42225620000049313, "iqa_live_min": 0.42225620000049313, "iqa_live_max": 0.42225620000049313, "iqa_csiq_mean": 0.631779134273529, "iqa_csiq_min": 0.631779134273529, "iqa_csiq_max": 0.631779134273529, "iqa_tid2013_mean": 0.3407489458719889, "iqa_tid2013_min": 0.3407489458719889, "iqa_tid2013_max": 0.3407489458719889, "iqa_kadid10k_mean": 0.2037353515625, "iqa_kadid10k_min": 0.2037353515625, "iqa_kadid10k_max": 0.2037353515625, "iqa_flive_mean": 0.6187549937855115, "iqa_flive_min": 0.6187549937855115, "iqa_flive_max": 0.6187549937855115, "iqa_spaq_mean": 0.6788653749408144, "iqa_spaq_min": 0.6788653749408144, "iqa_spaq_max": 0.6788653749408144, "iqa_clive_mean": 0.5068039171623462, "iqa_clive_min": 0.5068039171623462, "iqa_clive_max": 0.5068039171623462, "iqa_koniq10k_mean": 0.5673248984596947, "iqa_koniq10k_min": 0.5673248984596947, "iqa_koniq10k_max": 0.5673248984596947, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9615956743356405 }, { "lang": "tl", "score": 0.007958115265280877 }, { "lang": "fr", "score": 0.004686446667686937 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9407899975776672 }, { "lang": "nl", "score": 0.0032404570374637842 }, { "lang": "fr", "score": 0.0028786829207092524 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.42225620000049313, "iqa_v2_live_min": 0.42225620000049313, "iqa_v2_live_max": 0.42225620000049313, "iqa_v2_csiq_mean": 0.631779134273529, "iqa_v2_csiq_min": 0.631779134273529, "iqa_v2_csiq_max": 0.631779134273529, "iqa_v2_tid2013_mean": 0.3407489458719889, "iqa_v2_tid2013_min": 0.3407489458719889, "iqa_v2_tid2013_max": 0.3407489458719889, "iqa_v2_kadid10k_mean": 0.2037353515625, "iqa_v2_kadid10k_min": 0.2037353515625, "iqa_v2_kadid10k_max": 0.2037353515625, "iqa_v2_flive_mean": 0.6187549937855115, "iqa_v2_flive_min": 0.6187549937855115, "iqa_v2_flive_max": 0.6187549937855115, "iqa_v2_spaq_mean": 0.6788653749408144, "iqa_v2_spaq_min": 0.6788653749408144, "iqa_v2_spaq_max": 0.6788653749408144, "iqa_v2_clive_mean": 0.5068039171623462, "iqa_v2_clive_min": 0.5068039171623462, "iqa_v2_clive_max": 0.5068039171623462, "iqa_v2_koniq10k_mean": 0.5673248984596947, "iqa_v2_koniq10k_min": 0.5673248984596947, "iqa_v2_koniq10k_max": 0.5673248984596947, "imdecont": { "jpg": 0.2673906087875366 }, "imdecont_image_match": { "jpg": 225277 }, "imdecont_max": 0.2673906087875366, "imdecont_mean": 0.2673906087875366, "imdecont_min": 0.2673906087875366, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.5, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.5, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.5, "clip_score_dfn_public_prev_turn_only_min": 2.40625, "clip_score_dfn_public_prev_turn_only_mean": 2.40625, "clip_score_dfn_public_prev_turn_only_max": 2.40625, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.046875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.046875, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.046875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.125, "clip_score_clip_vitl14_224_next_turn_only_min": 17.75, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.75, "clip_score_clip_vitl14_224_next_turn_only_max": 17.75, "clip_score_dfn_public_next_turn_only_min": 1.48046875, "clip_score_dfn_public_next_turn_only_mean": 1.48046875, "clip_score_dfn_public_next_turn_only_max": 1.48046875, "clip_score_siglip2_b16_224_next_turn_only_min": -10.65625, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.65625, "clip_score_siglip2_b16_224_next_turn_only_max": -10.65625, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.4375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.4375, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 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": 2.201171875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.201171875, "clip_score_dfn_public_prev_and_next_turn_max": 2.201171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.890625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.890625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.890625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.921875, "im_height": { "jpg": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 234 }, "im_width_mean": 234.0, "im_width_min": 234, "im_width_max": 234, "im_ar": { "jpg": 0.585 }, "im_ar_mean": 0.585, "im_ar_min": 0.585, "im_ar_max": 0.585, "im_kilobytes": { "jpg": 274.22 }, "im_kilobytes_mean": 274.22, "im_kilobytes_min": 274.22, "im_kilobytes_max": 274.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 6286.89 }, "im_clarity_mean": 6286.89, "im_clarity_min": 6286.89, "im_clarity_max": 6286.89, "im_luma": { "jpg": 124.37 }, "im_luma_mean": 124.37, "im_luma_min": 124.37, "im_luma_max": 124.37, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 6.28 }, "im_entropy_mean": 6.28, "im_entropy_min": 6.28, "im_entropy_max": 6.28, "unifilter_score_qwen2_5_1_5b": -1.3115234375, "unifilter_score_qwen3_0_6b": 1.9150390625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9615956743356405, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.007958115265280877, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 0.004686446667686937, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9407899975776672, "language_detection_annotation_nllb_1_lan": "nl", "language_detection_annotation_nllb_1_score": 0.0032404570374637842, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.0028786829207092524, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.44549715518951416, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.4001840353012085, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9965394735336304, "text_quality_nvidia_edu_nemotron4_score": 0.02496337890625, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.10284233093261719, "text_quality_dolma3_fasttext_score": 1.239776611328125e-05, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 1.6689300537109375e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 7.0 }, "81": { "detoxify": 1, "length_chars": 167, "length_tokens": 1875, "length_tokens_text_only": 83, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8412902909095841, "iqa_live_min": 0.8412902909095841, "iqa_live_max": 0.8412902909095841, "iqa_csiq_mean": 0.962955892086029, "iqa_csiq_min": 0.962955892086029, "iqa_csiq_max": 0.962955892086029, "iqa_tid2013_mean": 0.5874937375386555, "iqa_tid2013_min": 0.5874937375386555, "iqa_tid2013_max": 0.5874937375386555, "iqa_kadid10k_mean": 0.70477294921875, "iqa_kadid10k_min": 0.70477294921875, "iqa_kadid10k_max": 0.70477294921875, "iqa_flive_mean": 0.697195650351168, "iqa_flive_min": 0.697195650351168, "iqa_flive_max": 0.697195650351168, "iqa_spaq_mean": 0.592138733526673, "iqa_spaq_min": 0.592138733526673, "iqa_spaq_max": 0.592138733526673, "iqa_clive_mean": 0.6238335888795179, "iqa_clive_min": 0.6238335888795179, "iqa_clive_max": 0.6238335888795179, "iqa_koniq10k_mean": 0.6617061730587122, "iqa_koniq10k_min": 0.6617061730587122, "iqa_koniq10k_max": 0.6617061730587122, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999998788 }, { "lang": "eo", "score": 8.243625203779095e-14 }, { "lang": "la", "score": 2.90649888177873e-14 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8992450833320618 }, { "lang": "pt", "score": 0.008787151426076889 }, { "lang": "es", "score": 0.0062758829444646835 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8412902909095841, "iqa_v2_live_min": 0.8412902909095841, "iqa_v2_live_max": 0.8412902909095841, "iqa_v2_csiq_mean": 0.962955892086029, "iqa_v2_csiq_min": 0.962955892086029, "iqa_v2_csiq_max": 0.962955892086029, "iqa_v2_tid2013_mean": 0.5874394840664333, "iqa_v2_tid2013_min": 0.5874394840664333, "iqa_v2_tid2013_max": 0.5874394840664333, "iqa_v2_kadid10k_mean": 0.704742431640625, "iqa_v2_kadid10k_min": 0.704742431640625, "iqa_v2_kadid10k_max": 0.704742431640625, "iqa_v2_flive_mean": 0.6972351074218751, "iqa_v2_flive_min": 0.6972351074218751, "iqa_v2_flive_max": 0.6972351074218751, "iqa_v2_spaq_mean": 0.5922176476680872, "iqa_v2_spaq_min": 0.5922176476680872, "iqa_v2_spaq_max": 0.5922176476680872, "iqa_v2_clive_mean": 0.6238335888795179, "iqa_v2_clive_min": 0.6238335888795179, "iqa_v2_clive_max": 0.6238335888795179, "iqa_v2_koniq10k_mean": 0.6617061730587122, "iqa_v2_koniq10k_min": 0.6617061730587122, "iqa_v2_koniq10k_max": 0.6617061730587122, "imdecont": { "jpg": 0.28217804431915283 }, "imdecont_image_match": { "jpg": 265900 }, "imdecont_max": 0.28217804431915283, "imdecont_mean": 0.28217804431915283, "imdecont_min": 0.28217804431915283, "clip_score_clip_vitl14_224_prev_turn_only_min": 13.515625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 13.515625, "clip_score_clip_vitl14_224_prev_turn_only_max": 13.515625, "clip_score_dfn_public_prev_turn_only_min": -0.416015625, "clip_score_dfn_public_prev_turn_only_mean": -0.416015625, "clip_score_dfn_public_prev_turn_only_max": -0.416015625, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.359375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.359375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.359375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 15.0390625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 15.0390625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 15.0390625, "clip_score_clip_vitl14_224_next_turn_only_min": 15.234375, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.234375, "clip_score_clip_vitl14_224_next_turn_only_max": 15.234375, "clip_score_dfn_public_next_turn_only_min": -0.25, "clip_score_dfn_public_next_turn_only_mean": -0.25, "clip_score_dfn_public_next_turn_only_max": -0.25, "clip_score_siglip2_b16_224_next_turn_only_min": -8.859375, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.859375, "clip_score_siglip2_b16_224_next_turn_only_max": -8.859375, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.5625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.5625, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 13.625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 13.625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 13.625, "clip_score_dfn_public_prev_and_next_turn_min": -0.78955078125, "clip_score_dfn_public_prev_and_next_turn_mean": -0.78955078125, "clip_score_dfn_public_prev_and_next_turn_max": -0.78955078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.921875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.921875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 15.0390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 15.0390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 15.0390625, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 525 }, "im_width_mean": 525.0, "im_width_min": 525, "im_width_max": 525, "im_ar": { "jpg": 0.6562 }, "im_ar_mean": 0.6562, "im_ar_min": 0.6562, "im_ar_max": 0.6562, "im_kilobytes": { "jpg": 1230.47 }, "im_kilobytes_mean": 1230.47, "im_kilobytes_min": 1230.47, "im_kilobytes_max": 1230.47, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1620.09 }, "im_clarity_mean": 1620.09, "im_clarity_min": 1620.09, "im_clarity_max": 1620.09, "im_luma": { "jpg": 80.08 }, "im_luma_mean": 80.08, "im_luma_min": 80.08, "im_luma_max": 80.08, "im_saturation": { "jpg": 91.61 }, "im_saturation_mean": 91.61, "im_saturation_min": 91.61, "im_saturation_max": 91.61, "im_entropy": { "jpg": 7.28 }, "im_entropy_mean": 7.28, "im_entropy_min": 7.28, "im_entropy_max": 7.28, "unifilter_score_qwen2_5_1_5b": -2.0234375, "unifilter_score_qwen3_0_6b": -0.52685546875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999998788, "language_detection_annotation_lingua_1_lan": "eo", "language_detection_annotation_lingua_1_score": 8.243625203779095e-14, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 2.90649888177873e-14, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8992450833320618, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.008787151426076889, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.0062758829444646835, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.31124016642570496, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.49982982873916626, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9854704141616821, "text_quality_nvidia_edu_nemotron4_score": 0.44091796875, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.06131559610366821, "text_quality_dolma3_fasttext_score": 0.8806421160697937, "custom_fasttext_val_fasttext_score": 0.00013136863708496094, "custom_fasttext_core_fasttext_score": 2.956390380859375e-05, "custom_fasttext_val_clean_fasttext_score": 0.008042395114898682, "custom_fasttext_core_clean_fasttext_score": 0.0014060735702514648, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.78125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.53125, "within_sample_repetition_detection": 9.0 }, "77": { "detoxify": 0, "length_chars": 153, "length_tokens": 1872, "length_tokens_text_only": 81, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.564459482828776, "iqa_live_min": 0.564459482828776, "iqa_live_max": 0.564459482828776, "iqa_csiq_mean": 0.783268392086029, "iqa_csiq_min": 0.783268392086029, "iqa_csiq_max": 0.783268392086029, "iqa_tid2013_mean": 0.30298852920532227, "iqa_tid2013_min": 0.30298852920532227, "iqa_tid2013_max": 0.30298852920532227, "iqa_kadid10k_mean": 0.2720947265625, "iqa_kadid10k_min": 0.2720947265625, "iqa_kadid10k_max": 0.2720947265625, "iqa_flive_mean": 0.650217075540562, "iqa_flive_min": 0.650217075540562, "iqa_flive_max": 0.650217075540562, "iqa_spaq_mean": 0.5004848904079862, "iqa_spaq_min": 0.5004848904079862, "iqa_spaq_max": 0.5004848904079862, "iqa_clive_mean": 0.49401982625325525, "iqa_clive_min": 0.49401982625325525, "iqa_clive_max": 0.49401982625325525, "iqa_koniq10k_mean": 0.65823395083649, "iqa_koniq10k_min": 0.65823395083649, "iqa_koniq10k_max": 0.65823395083649, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9932030997851439 }, { "lang": "tl", "score": 0.0024499588707605083 }, { "lang": "nb", "score": 0.0010963576772239137 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.919343888759613 }, { "lang": "de", "score": 0.0049370210617780685 }, { "lang": "fr", "score": 0.004506929311901331 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.564459482828776, "iqa_v2_live_min": 0.564459482828776, "iqa_v2_live_max": 0.564459482828776, "iqa_v2_csiq_mean": 0.783268392086029, "iqa_v2_csiq_min": 0.783268392086029, "iqa_v2_csiq_max": 0.783268392086029, "iqa_v2_tid2013_mean": 0.30298852920532227, "iqa_v2_tid2013_min": 0.30298852920532227, "iqa_v2_tid2013_max": 0.30298852920532227, "iqa_v2_kadid10k_mean": 0.2720947265625, "iqa_v2_kadid10k_min": 0.2720947265625, "iqa_v2_kadid10k_max": 0.2720947265625, "iqa_v2_flive_mean": 0.650217075540562, "iqa_v2_flive_min": 0.650217075540562, "iqa_v2_flive_max": 0.650217075540562, "iqa_v2_spaq_mean": 0.5004503654711174, "iqa_v2_spaq_min": 0.5004503654711174, "iqa_v2_spaq_max": 0.5004503654711174, "iqa_v2_clive_mean": 0.49401982625325525, "iqa_v2_clive_min": 0.49401982625325525, "iqa_v2_clive_max": 0.49401982625325525, "iqa_v2_koniq10k_mean": 0.65823395083649, "iqa_v2_koniq10k_min": 0.65823395083649, "iqa_v2_koniq10k_max": 0.65823395083649, "imdecont": { "jpg": 0.31383824348449707 }, "imdecont_image_match": { "jpg": 266015 }, "imdecont_max": 0.31383824348449707, "imdecont_mean": 0.31383824348449707, "imdecont_min": 0.31383824348449707, "clip_score_clip_vitl14_224_prev_turn_only_min": 11.234375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 11.234375, "clip_score_clip_vitl14_224_prev_turn_only_max": 11.234375, "clip_score_dfn_public_prev_turn_only_min": -0.826171875, "clip_score_dfn_public_prev_turn_only_mean": -0.826171875, "clip_score_dfn_public_prev_turn_only_max": -0.826171875, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.640625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.640625, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.640625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 12.0703125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 12.0703125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 12.0703125, "clip_score_clip_vitl14_224_next_turn_only_min": 13.328125, "clip_score_clip_vitl14_224_next_turn_only_mean": 13.328125, "clip_score_clip_vitl14_224_next_turn_only_max": 13.328125, "clip_score_dfn_public_next_turn_only_min": 0.890625, "clip_score_dfn_public_next_turn_only_mean": 0.890625, "clip_score_dfn_public_next_turn_only_max": 0.890625, "clip_score_siglip2_b16_224_next_turn_only_min": -10.4609375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.4609375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.4609375, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.1015625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.1015625, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.1015625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 11.4609375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 11.4609375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 11.4609375, "clip_score_dfn_public_prev_and_next_turn_min": -1.1240234375, "clip_score_dfn_public_prev_and_next_turn_mean": -1.1240234375, "clip_score_dfn_public_prev_and_next_turn_max": -1.1240234375, "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": 11.8984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 11.8984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 11.8984375, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 544 }, "im_width_mean": 544.0, "im_width_min": 544, "im_width_max": 544, "im_ar": { "jpg": 0.68 }, "im_ar_mean": 0.68, "im_ar_min": 0.68, "im_ar_max": 0.68, "im_kilobytes": { "jpg": 1275.0 }, "im_kilobytes_mean": 1275.0, "im_kilobytes_min": 1275.0, "im_kilobytes_max": 1275.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2183.43 }, "im_clarity_mean": 2183.43, "im_clarity_min": 2183.43, "im_clarity_max": 2183.43, "im_luma": { "jpg": 94.1 }, "im_luma_mean": 94.1, "im_luma_min": 94.1, "im_luma_max": 94.1, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 7.34 }, "im_entropy_mean": 7.34, "im_entropy_min": 7.34, "im_entropy_max": 7.34, "unifilter_score_qwen2_5_1_5b": 0.75390625, "unifilter_score_qwen3_0_6b": -1.720703125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9932030997851439, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.0024499588707605083, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 0.0010963576772239137, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.919343888759613, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.0049370210617780685, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.004506929311901331, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8948442339897156, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.38754069805145264, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9068605899810791, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.5724974274635315, "text_quality_dolma3_fasttext_score": 0.00013148784637451172, "custom_fasttext_val_fasttext_score": 0.00015175342559814453, "custom_fasttext_core_fasttext_score": 6.175041198730469e-05, "custom_fasttext_val_clean_fasttext_score": 0.0006538033485412598, "custom_fasttext_core_clean_fasttext_score": 0.00011301040649414062, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 4.0 }, "59": { "detoxify": 0, "length_chars": 111, "length_tokens": 3401, "length_tokens_text_only": 73, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6829885232328163, "iqa_live_min": 0.6829885232328163, "iqa_live_max": 0.6829885232328163, "iqa_csiq_mean": 0.907291829586029, "iqa_csiq_min": 0.907291829586029, "iqa_csiq_max": 0.907291829586029, "iqa_tid2013_mean": 0.4996234575907389, "iqa_tid2013_min": 0.4996234575907389, "iqa_tid2013_max": 0.4996234575907389, "iqa_kadid10k_mean": 0.6522293090820312, "iqa_kadid10k_min": 0.6522293090820312, "iqa_kadid10k_max": 0.6522293090820312, "iqa_flive_mean": 0.627899169921875, "iqa_flive_min": 0.627899169921875, "iqa_flive_max": 0.627899169921875, "iqa_spaq_mean": 0.432534882516572, "iqa_spaq_min": 0.432534882516572, "iqa_spaq_max": 0.432534882516572, "iqa_clive_mean": 0.4432780333239623, "iqa_clive_min": 0.4432780333239623, "iqa_clive_max": 0.4432780333239623, "iqa_koniq10k_mean": 0.5872112620960583, "iqa_koniq10k_min": 0.5872112620960583, "iqa_koniq10k_max": 0.5872112620960583, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8702441322102297 }, { "lang": "tl", "score": 0.028423652772573024 }, { "lang": "nb", "score": 0.018897246543584156 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8769207000732422 }, { "lang": "id", "score": 0.009620445780456066 }, { "lang": "es", "score": 0.007948624901473522 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6829885232328163, "iqa_v2_live_min": 0.6829885232328163, "iqa_v2_live_max": 0.6829885232328163, "iqa_v2_csiq_mean": 0.907291829586029, "iqa_v2_csiq_min": 0.907291829586029, "iqa_v2_csiq_max": 0.907291829586029, "iqa_v2_tid2013_mean": 0.4996234575907389, "iqa_v2_tid2013_min": 0.4996234575907389, "iqa_v2_tid2013_max": 0.4996234575907389, "iqa_v2_kadid10k_mean": 0.6522598266601562, "iqa_v2_kadid10k_min": 0.6522598266601562, "iqa_v2_kadid10k_max": 0.6522598266601562, "iqa_v2_flive_mean": 0.6279188984572286, "iqa_v2_flive_min": 0.6279188984572286, "iqa_v2_flive_max": 0.6279188984572286, "iqa_v2_spaq_mean": 0.43249542544586494, "iqa_v2_spaq_min": 0.43249542544586494, "iqa_v2_spaq_max": 0.43249542544586494, "iqa_v2_clive_mean": 0.4433174903946694, "iqa_v2_clive_min": 0.4433174903946694, "iqa_v2_clive_max": 0.4433174903946694, "iqa_v2_koniq10k_mean": 0.5872112620960583, "iqa_v2_koniq10k_min": 0.5872112620960583, "iqa_v2_koniq10k_max": 0.5872112620960583, "imdecont": { "jpg": 0.25807809829711914 }, "imdecont_image_match": { "jpg": 41125 }, "imdecont_max": 0.25807809829711914, "imdecont_mean": 0.25807809829711914, "imdecont_min": 0.25807809829711914, "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": -0.3955078125, "clip_score_dfn_public_prev_turn_only_mean": -0.3955078125, "clip_score_dfn_public_prev_turn_only_max": -0.3955078125, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.609375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.609375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.609375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 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": 14.7578125, "clip_score_clip_vitl14_224_next_turn_only_mean": 14.7578125, "clip_score_clip_vitl14_224_next_turn_only_max": 14.7578125, "clip_score_dfn_public_next_turn_only_min": 0.3330078125, "clip_score_dfn_public_next_turn_only_mean": 0.3330078125, "clip_score_dfn_public_next_turn_only_max": 0.3330078125, "clip_score_siglip2_b16_224_next_turn_only_min": -10.15625, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.15625, "clip_score_siglip2_b16_224_next_turn_only_max": -10.15625, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.6015625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.6015625, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.6015625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 16.234375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 16.234375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 16.234375, "clip_score_dfn_public_prev_and_next_turn_min": -0.46240234375, "clip_score_dfn_public_prev_and_next_turn_mean": -0.46240234375, "clip_score_dfn_public_prev_and_next_turn_max": -0.46240234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 13.5859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 13.5859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 13.5859375, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 588 }, "im_width_mean": 588.0, "im_width_min": 588, "im_width_max": 588, "im_ar": { "jpg": 0.735 }, "im_ar_mean": 0.735, "im_ar_min": 0.735, "im_ar_max": 0.735, "im_kilobytes": { "jpg": 1378.12 }, "im_kilobytes_mean": 1378.12, "im_kilobytes_min": 1378.12, "im_kilobytes_max": 1378.12, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 615.66 }, "im_clarity_mean": 615.66, "im_clarity_min": 615.66, "im_clarity_max": 615.66, "im_luma": { "jpg": 51.22 }, "im_luma_mean": 51.22, "im_luma_min": 51.22, "im_luma_max": 51.22, "im_saturation": { "jpg": 103.48 }, "im_saturation_mean": 103.48, "im_saturation_min": 103.48, "im_saturation_max": 103.48, "im_entropy": { "jpg": 6.96 }, "im_entropy_mean": 6.96, "im_entropy_min": 6.96, "im_entropy_max": 6.96, "unifilter_score_qwen2_5_1_5b": -2.4609375, "unifilter_score_qwen3_0_6b": 0.3076171875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8702441322102297, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.028423652772573024, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 0.018897246543584156, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8769207000732422, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.009620445780456066, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.007948624901473522, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.9601266980171204, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.22439661622047424, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.9084456562995911, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.996978223323822, "text_quality_dolma3_fasttext_score": 0.9903786778450012, "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": 10.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.5, "within_sample_repetition_detection": 10.0 }, "76": { "detoxify": 0, "length_chars": 202, "length_tokens": 1887, "length_tokens_text_only": 96, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7257599878792811, "iqa_live_min": 0.7257599878792811, "iqa_live_max": 0.7257599878792811, "iqa_csiq_mean": 0.807194173336029, "iqa_csiq_min": 0.807194173336029, "iqa_csiq_max": 0.807194173336029, "iqa_tid2013_mean": 0.489412784576416, "iqa_tid2013_min": 0.489412784576416, "iqa_tid2013_max": 0.489412784576416, "iqa_kadid10k_mean": 0.4796142578125, "iqa_kadid10k_min": 0.4796142578125, "iqa_kadid10k_max": 0.4796142578125, "iqa_flive_mean": 0.7069810038865215, "iqa_flive_min": 0.7069810038865215, "iqa_flive_max": 0.7069810038865215, "iqa_spaq_mean": 0.590402622415562, "iqa_spaq_min": 0.590402622415562, "iqa_spaq_max": 0.590402622415562, "iqa_clive_mean": 0.6156265181724472, "iqa_clive_min": 0.6156265181724472, "iqa_clive_max": 0.6156265181724472, "iqa_koniq10k_mean": 0.6394523851799243, "iqa_koniq10k_min": 0.6394523851799243, "iqa_koniq10k_max": 0.6394523851799243, "zero_sequence_filter": 3, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999998730061 }, { "lang": "la", "score": 1.2678919105136348e-10 }, { "lang": "nl", "score": 2.0432269180163006e-13 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8499609231948853 }, { "lang": "fr", "score": 0.013662722893059254 }, { "lang": "it", "score": 0.011425608769059181 } ], "digit_sequence_filter": 3, "iqa_v2_live_mean": 0.7257599878792811, "iqa_v2_live_min": 0.7257599878792811, "iqa_v2_live_max": 0.7257599878792811, "iqa_v2_csiq_mean": 0.807194173336029, "iqa_v2_csiq_min": 0.807194173336029, "iqa_v2_csiq_max": 0.807194173336029, "iqa_v2_tid2013_mean": 0.48939116795857746, "iqa_v2_tid2013_min": 0.48939116795857746, "iqa_v2_tid2013_max": 0.48939116795857746, "iqa_v2_kadid10k_mean": 0.4796142578125, "iqa_v2_kadid10k_min": 0.4796142578125, "iqa_v2_kadid10k_max": 0.4796142578125, "iqa_v2_flive_mean": 0.7069810038865215, "iqa_v2_flive_min": 0.7069810038865215, "iqa_v2_flive_max": 0.7069810038865215, "iqa_v2_spaq_mean": 0.5903237082741478, "iqa_v2_spaq_min": 0.5903237082741478, "iqa_v2_spaq_max": 0.5903237082741478, "iqa_v2_clive_mean": 0.6157054323138613, "iqa_v2_clive_min": 0.6157054323138613, "iqa_v2_clive_max": 0.6157054323138613, "iqa_v2_koniq10k_mean": 0.6394523851799243, "iqa_v2_koniq10k_min": 0.6394523851799243, "iqa_v2_koniq10k_max": 0.6394523851799243, "imdecont": { "jpg": 0.24663668870925903 }, "imdecont_image_match": { "jpg": 228317 }, "imdecont_max": 0.24663668870925903, "imdecont_mean": 0.24663668870925903, "imdecont_min": 0.24663668870925903, "clip_score_clip_vitl14_224_prev_turn_only_min": 31.0625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 31.0625, "clip_score_clip_vitl14_224_prev_turn_only_max": 31.0625, "clip_score_dfn_public_prev_turn_only_min": 4.41796875, "clip_score_dfn_public_prev_turn_only_mean": 4.41796875, "clip_score_dfn_public_prev_turn_only_max": 4.41796875, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.09375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.09375, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.09375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.484375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.484375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.484375, "clip_score_clip_vitl14_224_next_turn_only_min": 14.4765625, "clip_score_clip_vitl14_224_next_turn_only_mean": 14.4765625, "clip_score_clip_vitl14_224_next_turn_only_max": 14.4765625, "clip_score_dfn_public_next_turn_only_min": 1.0224609375, "clip_score_dfn_public_next_turn_only_mean": 1.0224609375, "clip_score_dfn_public_next_turn_only_max": 1.0224609375, "clip_score_siglip2_b16_224_next_turn_only_min": -10.859375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.859375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.859375, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.3046875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.3046875, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.3046875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 31.109375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 31.109375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 31.109375, "clip_score_dfn_public_prev_and_next_turn_min": 4.3359375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.3359375, "clip_score_dfn_public_prev_and_next_turn_max": 4.3359375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.703125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.703125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.078125, "im_height": { "jpg": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2370.88 }, "im_clarity_mean": 2370.88, "im_clarity_min": 2370.88, "im_clarity_max": 2370.88, "im_luma": { "jpg": 100.28 }, "im_luma_mean": 100.28, "im_luma_min": 100.28, "im_luma_max": 100.28, "im_saturation": { "jpg": 62.49 }, "im_saturation_mean": 62.49, "im_saturation_min": 62.49, "im_saturation_max": 62.49, "im_entropy": { "jpg": 6.72 }, "im_entropy_mean": 6.72, "im_entropy_min": 6.72, "im_entropy_max": 6.72, "unifilter_score_qwen2_5_1_5b": 0.72119140625, "unifilter_score_qwen3_0_6b": -0.77490234375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999998730061, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.2678919105136348e-10, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 2.0432269180163006e-13, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8499609231948853, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.013662722893059254, "language_detection_annotation_nllb_2_lan": "it", "language_detection_annotation_nllb_2_score": 0.011425608769059181, "text_quality_weborganizer_topic_label": "Religion", "text_quality_weborganizer_topic_score": 0.684167742729187, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.814997673034668, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9997965693473816, "text_quality_nvidia_edu_nemotron4_score": 0.5068359375, "text_quality_nvidia_edu_mixtral_score": 0.1888427734375, "text_quality_dclmbaseline_fasttext_score": 0.30568206310272217, "text_quality_dolma3_fasttext_score": 0.8284592628479004, "custom_fasttext_val_fasttext_score": 0.004272043704986572, "custom_fasttext_core_fasttext_score": 0.00011944770812988281, "custom_fasttext_val_clean_fasttext_score": 0.01302272081375122, "custom_fasttext_core_clean_fasttext_score": 0.001648545265197754, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0625, "within_sample_repetition_detection": 4.0 }, "84": { "detoxify": 1, "length_chars": 147, "length_tokens": 1875, "length_tokens_text_only": 84, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7090301898994831, "iqa_live_min": 0.7090301898994831, "iqa_live_max": 0.7090301898994831, "iqa_csiq_mean": 0.905094563961029, "iqa_csiq_min": 0.905094563961029, "iqa_csiq_max": 0.905094563961029, "iqa_tid2013_mean": 0.6047463417053223, "iqa_tid2013_min": 0.6047463417053223, "iqa_tid2013_max": 0.6047463417053223, "iqa_kadid10k_mean": 0.697540283203125, "iqa_kadid10k_min": 0.697540283203125, "iqa_kadid10k_max": 0.697540283203125, "iqa_flive_mean": 0.718936496310764, "iqa_flive_min": 0.718936496310764, "iqa_flive_max": 0.718936496310764, "iqa_spaq_mean": 0.6952795163549559, "iqa_spaq_min": 0.6952795163549559, "iqa_spaq_max": 0.6952795163549559, "iqa_clive_mean": 0.7170311513573233, "iqa_clive_min": 0.7170311513573233, "iqa_clive_max": 0.7170311513573233, "iqa_koniq10k_mean": 0.6875900114425506, "iqa_koniq10k_min": 0.6875900114425506, "iqa_koniq10k_max": 0.6875900114425506, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9783610724696856 }, { "lang": "nl", "score": 0.005059538915353795 }, { "lang": "tl", "score": 0.0032157836140750714 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9552900195121765 }, { "lang": "it", "score": 0.0038579104002565145 }, { "lang": "fr", "score": 0.0028454370331019163 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.7090301898994831, "iqa_v2_live_min": 0.7090301898994831, "iqa_v2_live_max": 0.7090301898994831, "iqa_v2_csiq_mean": 0.905094563961029, "iqa_v2_csiq_min": 0.905094563961029, "iqa_v2_csiq_max": 0.905094563961029, "iqa_v2_tid2013_mean": 0.6047463417053223, "iqa_v2_tid2013_min": 0.6047463417053223, "iqa_v2_tid2013_max": 0.6047463417053223, "iqa_v2_kadid10k_mean": 0.697540283203125, "iqa_v2_kadid10k_min": 0.697540283203125, "iqa_v2_kadid10k_max": 0.697540283203125, "iqa_v2_flive_mean": 0.718936496310764, "iqa_v2_flive_min": 0.718936496310764, "iqa_v2_flive_max": 0.718936496310764, "iqa_v2_spaq_mean": 0.6952795163549559, "iqa_v2_spaq_min": 0.6952795163549559, "iqa_v2_spaq_max": 0.6952795163549559, "iqa_v2_clive_mean": 0.7170311513573233, "iqa_v2_clive_min": 0.7170311513573233, "iqa_v2_clive_max": 0.7170311513573233, "iqa_v2_koniq10k_mean": 0.6875900114425506, "iqa_v2_koniq10k_min": 0.6875900114425506, "iqa_v2_koniq10k_max": 0.6875900114425506, "imdecont": { "jpg": 0.3273983597755432 }, "imdecont_image_match": { "jpg": 265861 }, "imdecont_max": 0.3273983597755432, "imdecont_mean": 0.3273983597755432, "imdecont_min": 0.3273983597755432, "clip_score_clip_vitl14_224_prev_turn_only_min": 35.03125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 35.03125, "clip_score_clip_vitl14_224_prev_turn_only_max": 35.03125, "clip_score_dfn_public_prev_turn_only_min": 2.8125, "clip_score_dfn_public_prev_turn_only_mean": 2.8125, "clip_score_dfn_public_prev_turn_only_max": 2.8125, "clip_score_siglip2_b16_224_prev_turn_only_min": 10.421875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 10.421875, "clip_score_siglip2_b16_224_prev_turn_only_max": 10.421875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 31.765625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 31.765625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 31.765625, "clip_score_clip_vitl14_224_next_turn_only_min": 16.53125, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.53125, "clip_score_clip_vitl14_224_next_turn_only_max": 16.53125, "clip_score_dfn_public_next_turn_only_min": 0.2474365234375, "clip_score_dfn_public_next_turn_only_mean": 0.2474365234375, "clip_score_dfn_public_next_turn_only_max": 0.2474365234375, "clip_score_siglip2_b16_224_next_turn_only_min": -10.375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.375, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.25, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.25, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.25, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 35.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 35.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 35.46875, "clip_score_dfn_public_prev_and_next_turn_min": 2.52734375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.52734375, "clip_score_dfn_public_prev_and_next_turn_max": 2.52734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 10.0625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 10.0625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 10.0625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 31.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 31.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 31.734375, "im_height": { "jpg": 533 }, "im_height_mean": 533.0, "im_height_min": 533, "im_height_max": 533, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.5009 }, "im_ar_mean": 1.5009, "im_ar_min": 1.5009, "im_ar_max": 1.5009, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2611.3 }, "im_clarity_mean": 2611.3, "im_clarity_min": 2611.3, "im_clarity_max": 2611.3, "im_luma": { "jpg": 79.33 }, "im_luma_mean": 79.33, "im_luma_min": 79.33, "im_luma_max": 79.33, "im_saturation": { "jpg": 82.18 }, "im_saturation_mean": 82.18, "im_saturation_min": 82.18, "im_saturation_max": 82.18, "im_entropy": { "jpg": 6.35 }, "im_entropy_mean": 6.35, "im_entropy_min": 6.35, "im_entropy_max": 6.35, "unifilter_score_qwen2_5_1_5b": -0.623046875, "unifilter_score_qwen3_0_6b": -2.294921875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9783610724696856, "language_detection_annotation_lingua_1_lan": "nl", "language_detection_annotation_lingua_1_score": 0.005059538915353795, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.0032157836140750714, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9552900195121765, "language_detection_annotation_nllb_1_lan": "it", "language_detection_annotation_nllb_1_score": 0.0038579104002565145, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.0028454370331019163, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7434239983558655, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5717905163764954, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.99591064453125, "text_quality_nvidia_edu_nemotron4_score": 0.09381103515625, "text_quality_nvidia_edu_mixtral_score": 0.055267333984375, "text_quality_dclmbaseline_fasttext_score": 0.0005909204483032227, "text_quality_dolma3_fasttext_score": 0.0033882856369018555, "custom_fasttext_val_fasttext_score": 0.0010399222373962402, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.007170617580413818, "custom_fasttext_core_clean_fasttext_score": 0.0011928081512451172, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0625, "within_sample_repetition_detection": 10.0 }, "88": { "detoxify": 0, "length_chars": 184, "length_tokens": 3415, "length_tokens_text_only": 87, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7256021595964528, "iqa_live_min": 0.7256021595964528, "iqa_live_max": 0.7256021595964528, "iqa_csiq_mean": 0.804752767086029, "iqa_csiq_min": 0.804752767086029, "iqa_csiq_max": 0.804752767086029, "iqa_tid2013_mean": 0.5043096012539333, "iqa_tid2013_min": 0.5043096012539333, "iqa_tid2013_max": 0.5043096012539333, "iqa_kadid10k_mean": 0.600799560546875, "iqa_kadid10k_min": 0.600799560546875, "iqa_kadid10k_max": 0.600799560546875, "iqa_flive_mean": 0.7107688826744003, "iqa_flive_min": 0.7107688826744003, "iqa_flive_max": 0.7107688826744003, "iqa_spaq_mean": 0.7170598193852589, "iqa_spaq_min": 0.7170598193852589, "iqa_spaq_max": 0.7170598193852589, "iqa_clive_mean": 0.7156106968118687, "iqa_clive_min": 0.7156106968118687, "iqa_clive_max": 0.7156106968118687, "iqa_koniq10k_mean": 0.6664410215435607, "iqa_koniq10k_min": 0.6664410215435607, "iqa_koniq10k_max": 0.6664410215435607, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999623755 }, { "lang": "da", "score": 3.699652979685539e-11 }, { "lang": "la", "score": 4.1413244172605774e-13 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7360477447509766 }, { "lang": "pt", "score": 0.018499216064810753 }, { "lang": "es", "score": 0.011164447292685509 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7256021595964528, "iqa_v2_live_min": 0.7256021595964528, "iqa_v2_live_max": 0.7256021595964528, "iqa_v2_csiq_mean": 0.804752767086029, "iqa_v2_csiq_min": 0.804752767086029, "iqa_v2_csiq_max": 0.804752767086029, "iqa_v2_tid2013_mean": 0.5043096012539333, "iqa_v2_tid2013_min": 0.5043096012539333, "iqa_v2_tid2013_max": 0.5043096012539333, "iqa_v2_kadid10k_mean": 0.600799560546875, "iqa_v2_kadid10k_min": 0.600799560546875, "iqa_v2_kadid10k_max": 0.600799560546875, "iqa_v2_flive_mean": 0.7107688826744003, "iqa_v2_flive_min": 0.7107688826744003, "iqa_v2_flive_max": 0.7107688826744003, "iqa_v2_spaq_mean": 0.7170598193852589, "iqa_v2_spaq_min": 0.7170598193852589, "iqa_v2_spaq_max": 0.7170598193852589, "iqa_v2_clive_mean": 0.7156106968118687, "iqa_v2_clive_min": 0.7156106968118687, "iqa_v2_clive_max": 0.7156106968118687, "iqa_v2_koniq10k_mean": 0.6661253649779041, "iqa_v2_koniq10k_min": 0.6661253649779041, "iqa_v2_koniq10k_max": 0.6661253649779041, "imdecont": { "jpg": 0.23854678869247437 }, "imdecont_image_match": { "jpg": 68438 }, "imdecont_max": 0.23854678869247437, "imdecont_mean": 0.23854678869247437, "imdecont_min": 0.23854678869247437, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.0, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.0, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.0, "clip_score_dfn_public_prev_turn_only_min": 1.732421875, "clip_score_dfn_public_prev_turn_only_mean": 1.732421875, "clip_score_dfn_public_prev_turn_only_max": 1.732421875, "clip_score_siglip2_b16_224_prev_turn_only_min": 10.875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 10.875, "clip_score_siglip2_b16_224_prev_turn_only_max": 10.875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.640625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.640625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.640625, "clip_score_clip_vitl14_224_next_turn_only_min": 15.453125, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.453125, "clip_score_clip_vitl14_224_next_turn_only_max": 15.453125, "clip_score_dfn_public_next_turn_only_min": -0.75146484375, "clip_score_dfn_public_next_turn_only_mean": -0.75146484375, "clip_score_dfn_public_next_turn_only_max": -0.75146484375, "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": 16.234375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.234375, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.234375, "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": 1.6064453125, "clip_score_dfn_public_prev_and_next_turn_mean": 1.6064453125, "clip_score_dfn_public_prev_and_next_turn_max": 1.6064453125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 9.671875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 9.671875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 9.671875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.21875, "im_height": { "jpg": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 349 }, "im_width_mean": 349.0, "im_width_min": 349, "im_width_max": 349, "im_ar": { "jpg": 0.8725 }, "im_ar_mean": 0.8725, "im_ar_min": 0.8725, "im_ar_max": 0.8725, "im_kilobytes": { "jpg": 408.98 }, "im_kilobytes_mean": 408.98, "im_kilobytes_min": 408.98, "im_kilobytes_max": 408.98, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 7249.89 }, "im_clarity_mean": 7249.89, "im_clarity_min": 7249.89, "im_clarity_max": 7249.89, "im_luma": { "jpg": 123.6 }, "im_luma_mean": 123.6, "im_luma_min": 123.6, "im_luma_max": 123.6, "im_saturation": { "jpg": 71.94 }, "im_saturation_mean": 71.94, "im_saturation_min": 71.94, "im_saturation_max": 71.94, "im_entropy": { "jpg": 6.83 }, "im_entropy_mean": 6.83, "im_entropy_min": 6.83, "im_entropy_max": 6.83, "unifilter_score_qwen2_5_1_5b": -0.927734375, "unifilter_score_qwen3_0_6b": -1.0546875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999623755, "language_detection_annotation_lingua_1_lan": "da", "language_detection_annotation_lingua_1_score": 3.699652979685539e-11, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 4.1413244172605774e-13, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7360477447509766, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.018499216064810753, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.011164447292685509, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.47451627254486084, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.6297011375427246, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9731934070587158, "text_quality_nvidia_edu_nemotron4_score": 0.31298828125, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.05760163068771362, "text_quality_dolma3_fasttext_score": 0.0, "custom_fasttext_val_fasttext_score": 0.00043088197708129883, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.010019361972808838, "custom_fasttext_core_clean_fasttext_score": 0.00040084123611450195, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.71875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 3.28125, "within_sample_repetition_detection": 3.0 }, "78": { "detoxify": 0, "length_chars": 117, "length_tokens": 1865, "length_tokens_text_only": 74, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8010440787883719, "iqa_live_min": 0.8010440787883719, "iqa_live_max": 0.8010440787883719, "iqa_csiq_mean": 0.971744954586029, "iqa_csiq_min": 0.971744954586029, "iqa_csiq_max": 0.971744954586029, "iqa_tid2013_mean": 0.5628084076775445, "iqa_tid2013_min": 0.5628084076775445, "iqa_tid2013_max": 0.5628084076775445, "iqa_kadid10k_mean": 0.486572265625, "iqa_kadid10k_min": 0.486572265625, "iqa_kadid10k_max": 0.486572265625, "iqa_flive_mean": 0.6982215341895518, "iqa_flive_min": 0.6982215341895518, "iqa_flive_max": 0.6982215341895518, "iqa_spaq_mean": 0.6594524961529357, "iqa_spaq_min": 0.6594524961529357, "iqa_spaq_max": 0.6594524961529357, "iqa_clive_mean": 0.6687356968118687, "iqa_clive_min": 0.6687356968118687, "iqa_clive_max": 0.6687356968118687, "iqa_koniq10k_mean": 0.7141051629577021, "iqa_koniq10k_min": 0.7141051629577021, "iqa_koniq10k_max": 0.7141051629577021, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8986410568657484 }, { "lang": "tl", "score": 0.023443453632007564 }, { "lang": "la", "score": 0.021335096342167313 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9439852237701416 }, { "lang": "de", "score": 0.005167121533304453 }, { "lang": "fr", "score": 0.0033897573594003916 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8008862505055437, "iqa_v2_live_min": 0.8008862505055437, "iqa_v2_live_max": 0.8008862505055437, "iqa_v2_csiq_mean": 0.971744954586029, "iqa_v2_csiq_min": 0.971744954586029, "iqa_v2_csiq_max": 0.971744954586029, "iqa_v2_tid2013_mean": 0.5628084076775445, "iqa_v2_tid2013_min": 0.5628084076775445, "iqa_v2_tid2013_max": 0.5628084076775445, "iqa_v2_kadid10k_mean": 0.486572265625, "iqa_v2_kadid10k_min": 0.486572265625, "iqa_v2_kadid10k_max": 0.486572265625, "iqa_v2_flive_mean": 0.6982215341895518, "iqa_v2_flive_min": 0.6982215341895518, "iqa_v2_flive_max": 0.6982215341895518, "iqa_v2_spaq_mean": 0.6594524961529357, "iqa_v2_spaq_min": 0.6594524961529357, "iqa_v2_spaq_max": 0.6594524961529357, "iqa_v2_clive_mean": 0.6687356968118687, "iqa_v2_clive_min": 0.6687356968118687, "iqa_v2_clive_max": 0.6687356968118687, "iqa_v2_koniq10k_mean": 0.7141051629577021, "iqa_v2_koniq10k_min": 0.7141051629577021, "iqa_v2_koniq10k_max": 0.7141051629577021, "imdecont": { "jpg": 0.3452876806259155 }, "imdecont_image_match": { "jpg": 266021 }, "imdecont_max": 0.3452876806259155, "imdecont_mean": 0.3452876806259155, "imdecont_min": 0.3452876806259155, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.578125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.578125, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.578125, "clip_score_dfn_public_prev_turn_only_min": -0.183349609375, "clip_score_dfn_public_prev_turn_only_mean": -0.183349609375, "clip_score_dfn_public_prev_turn_only_max": -0.183349609375, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.375, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.328125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.328125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.328125, "clip_score_clip_vitl14_224_next_turn_only_min": 15.96875, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.96875, "clip_score_clip_vitl14_224_next_turn_only_max": 15.96875, "clip_score_dfn_public_next_turn_only_min": 0.49658203125, "clip_score_dfn_public_next_turn_only_mean": 0.49658203125, "clip_score_dfn_public_next_turn_only_max": 0.49658203125, "clip_score_siglip2_b16_224_next_turn_only_min": -10.1875, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.1875, "clip_score_siglip2_b16_224_next_turn_only_max": -10.1875, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.0234375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.0234375, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.0234375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 17.0, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 17.0, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 17.0, "clip_score_dfn_public_prev_and_next_turn_min": -0.267333984375, "clip_score_dfn_public_prev_and_next_turn_mean": -0.267333984375, "clip_score_dfn_public_prev_and_next_turn_max": -0.267333984375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.234375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.234375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.234375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 17.546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 17.546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 17.546875, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 533 }, "im_width_mean": 533.0, "im_width_min": 533, "im_width_max": 533, "im_ar": { "jpg": 0.6663 }, "im_ar_mean": 0.6663, "im_ar_min": 0.6663, "im_ar_max": 0.6663, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1353.11 }, "im_clarity_mean": 1353.11, "im_clarity_min": 1353.11, "im_clarity_max": 1353.11, "im_luma": { "jpg": 142.29 }, "im_luma_mean": 142.29, "im_luma_min": 142.29, "im_luma_max": 142.29, "im_saturation": { "jpg": 27.02 }, "im_saturation_mean": 27.02, "im_saturation_min": 27.02, "im_saturation_max": 27.02, "im_entropy": { "jpg": 7.65 }, "im_entropy_mean": 7.65, "im_entropy_min": 7.65, "im_entropy_max": 7.65, "unifilter_score_qwen2_5_1_5b": -2.03515625, "unifilter_score_qwen3_0_6b": 2.806640625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8986410568657484, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.023443453632007564, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.021335096342167313, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9439852237701416, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.005167121533304453, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.0033897573594003916, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8474807739257812, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5070928931236267, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.600166380405426, "text_quality_nvidia_edu_nemotron4_score": 0.06011962890625, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.992033839225769, "text_quality_dolma3_fasttext_score": 0.9997307658195496, "custom_fasttext_val_fasttext_score": 0.00011229515075683594, "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": 9.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 9.0 }, "91": { "detoxify": 0, "length_chars": 155, "length_tokens": 1872, "length_tokens_text_only": 80, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7219721090914023, "iqa_live_min": 0.7219721090914023, "iqa_live_max": 0.7219721090914023, "iqa_csiq_mean": 0.823551595211029, "iqa_csiq_min": 0.823551595211029, "iqa_csiq_max": 0.823551595211029, "iqa_tid2013_mean": 0.5579255951775445, "iqa_tid2013_min": 0.5579255951775445, "iqa_tid2013_max": 0.5579255951775445, "iqa_kadid10k_mean": 0.6324462890625, "iqa_kadid10k_min": 0.6324462890625, "iqa_kadid10k_max": 0.6324462890625, "iqa_flive_mean": 0.7043373801491478, "iqa_flive_min": 0.7043373801491478, "iqa_flive_max": 0.7043373801491478, "iqa_spaq_mean": 0.6505351981731377, "iqa_spaq_min": 0.6505351981731377, "iqa_spaq_max": 0.6505351981731377, "iqa_clive_mean": 0.5653582100916391, "iqa_clive_min": 0.5653582100916391, "iqa_clive_max": 0.5653582100916391, "iqa_koniq10k_mean": 0.6257213631061593, "iqa_koniq10k_min": 0.6257213631061593, "iqa_koniq10k_max": 0.6257213631061593, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999979175452 }, { "lang": "la", "score": 2.082435211816182e-09 }, { "lang": "nl", "score": 1.8939551342651202e-14 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9562931060791016 }, { "lang": "de", "score": 0.004873557016253471 }, { "lang": "ru", "score": 0.0020456367637962103 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7219721090914023, "iqa_v2_live_min": 0.7219721090914023, "iqa_v2_live_max": 0.7219721090914023, "iqa_v2_csiq_mean": 0.823551595211029, "iqa_v2_csiq_min": 0.823551595211029, "iqa_v2_csiq_max": 0.823551595211029, "iqa_v2_tid2013_mean": 0.5579255951775445, "iqa_v2_tid2013_min": 0.5579255951775445, "iqa_v2_tid2013_max": 0.5579255951775445, "iqa_v2_kadid10k_mean": 0.6324844360351562, "iqa_v2_kadid10k_min": 0.6324844360351562, "iqa_v2_kadid10k_max": 0.6324844360351562, "iqa_v2_flive_mean": 0.7042979230784407, "iqa_v2_flive_min": 0.7042979230784407, "iqa_v2_flive_max": 0.7042979230784407, "iqa_v2_spaq_mean": 0.6505351981731377, "iqa_v2_spaq_min": 0.6505351981731377, "iqa_v2_spaq_max": 0.6505351981731377, "iqa_v2_clive_mean": 0.5653582100916391, "iqa_v2_clive_min": 0.5653582100916391, "iqa_v2_clive_max": 0.5653582100916391, "iqa_v2_koniq10k_mean": 0.6257213631061593, "iqa_v2_koniq10k_min": 0.6257213631061593, "iqa_v2_koniq10k_max": 0.6257213631061593, "imdecont": { "jpg": 0.2975200414657593 }, "imdecont_image_match": { "jpg": 215813 }, "imdecont_max": 0.2975200414657593, "imdecont_mean": 0.2975200414657593, "imdecont_min": 0.2975200414657593, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.703125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.703125, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.703125, "clip_score_dfn_public_prev_turn_only_min": 1.6904296875, "clip_score_dfn_public_prev_turn_only_mean": 1.6904296875, "clip_score_dfn_public_prev_turn_only_max": 1.6904296875, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.5, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.5, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.5, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.3125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.3125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.3125, "clip_score_clip_vitl14_224_next_turn_only_min": 17.8125, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.8125, "clip_score_clip_vitl14_224_next_turn_only_max": 17.8125, "clip_score_dfn_public_next_turn_only_min": 1.4921875, "clip_score_dfn_public_next_turn_only_mean": 1.4921875, "clip_score_dfn_public_next_turn_only_max": 1.4921875, "clip_score_siglip2_b16_224_next_turn_only_min": -10.4375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.4375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.4375, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.65625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.65625, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.09375, "clip_score_dfn_public_prev_and_next_turn_min": 1.5634765625, "clip_score_dfn_public_prev_and_next_turn_mean": 1.5634765625, "clip_score_dfn_public_prev_and_next_turn_max": 1.5634765625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.6875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.6875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.328125, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2759.99 }, "im_clarity_mean": 2759.99, "im_clarity_min": 2759.99, "im_clarity_max": 2759.99, "im_luma": { "jpg": 72.01 }, "im_luma_mean": 72.01, "im_luma_min": 72.01, "im_luma_max": 72.01, "im_saturation": { "jpg": 112.57 }, "im_saturation_mean": 112.57, "im_saturation_min": 112.57, "im_saturation_max": 112.57, "im_entropy": { "jpg": 6.84 }, "im_entropy_mean": 6.84, "im_entropy_min": 6.84, "im_entropy_max": 6.84, "unifilter_score_qwen2_5_1_5b": -0.90087890625, "unifilter_score_qwen3_0_6b": -0.62890625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999979175452, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.082435211816182e-09, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 1.8939551342651202e-14, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9562931060791016, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.004873557016253471, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.0020456367637962103, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.4824846386909485, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.31555432081222534, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.5668811798095703, "text_quality_nvidia_edu_nemotron4_score": 0.8115234375, "text_quality_nvidia_edu_mixtral_score": 0.56396484375, "text_quality_dclmbaseline_fasttext_score": 0.6663439273834229, "text_quality_dolma3_fasttext_score": 0.9993118047714233, "custom_fasttext_val_fasttext_score": 0.0021387338638305664, "custom_fasttext_core_fasttext_score": 4.076957702636719e-05, "custom_fasttext_val_clean_fasttext_score": 0.027235209941864014, "custom_fasttext_core_clean_fasttext_score": 0.001842498779296875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 5.96875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.71875, "within_sample_repetition_detection": 4.0 }, "92": { "detoxify": 0, "length_chars": 216, "length_tokens": 1889, "length_tokens_text_only": 97, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7688471090914023, "iqa_live_min": 0.7688471090914023, "iqa_live_max": 0.7688471090914023, "iqa_csiq_mean": 0.878971517086029, "iqa_csiq_min": 0.878971517086029, "iqa_csiq_max": 0.878971517086029, "iqa_tid2013_mean": 0.4875757959153917, "iqa_tid2013_min": 0.4875757959153917, "iqa_tid2013_max": 0.4875757959153917, "iqa_kadid10k_mean": 0.4140625, "iqa_kadid10k_min": 0.4140625, "iqa_kadid10k_max": 0.4140625, "iqa_flive_mean": 0.714477847320865, "iqa_flive_min": 0.714477847320865, "iqa_flive_max": 0.714477847320865, "iqa_spaq_mean": 0.5952163850418245, "iqa_spaq_min": 0.5952163850418245, "iqa_spaq_max": 0.5952163850418245, "iqa_clive_mean": 0.6252540434249725, "iqa_clive_min": 0.6252540434249725, "iqa_clive_max": 0.6252540434249725, "iqa_koniq10k_mean": 0.7109485973011365, "iqa_koniq10k_min": 0.7109485973011365, "iqa_koniq10k_max": 0.7109485973011365, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999994 }, { "lang": "tl", "score": 6.089854860139198e-16 }, { "lang": "yo", "score": 6.999488323053812e-19 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8813270330429077 }, { "lang": "id", "score": 0.012937943451106548 }, { "lang": "fr", "score": 0.007104707881808281 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7688471090914023, "iqa_v2_live_min": 0.7688471090914023, "iqa_v2_live_max": 0.7688471090914023, "iqa_v2_csiq_mean": 0.878971517086029, "iqa_v2_csiq_min": 0.878971517086029, "iqa_v2_csiq_max": 0.878971517086029, "iqa_v2_tid2013_mean": 0.4875927501254611, "iqa_v2_tid2013_min": 0.4875927501254611, "iqa_v2_tid2013_max": 0.4875927501254611, "iqa_v2_kadid10k_mean": 0.4140625, "iqa_v2_kadid10k_min": 0.4140625, "iqa_v2_kadid10k_max": 0.4140625, "iqa_v2_flive_mean": 0.714517304391572, "iqa_v2_flive_min": 0.714517304391572, "iqa_v2_flive_max": 0.714517304391572, "iqa_v2_spaq_mean": 0.5952163850418245, "iqa_v2_spaq_min": 0.5952163850418245, "iqa_v2_spaq_max": 0.5952163850418245, "iqa_v2_clive_mean": 0.6252540434249725, "iqa_v2_clive_min": 0.6252540434249725, "iqa_v2_clive_max": 0.6252540434249725, "iqa_v2_koniq10k_mean": 0.7109485973011365, "iqa_v2_koniq10k_min": 0.7109485973011365, "iqa_v2_koniq10k_max": 0.7109485973011365, "imdecont": { "jpg": 0.29253172874450684 }, "imdecont_image_match": { "jpg": 265940 }, "imdecont_max": 0.29253172874450684, "imdecont_mean": 0.29253172874450684, "imdecont_min": 0.29253172874450684, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.734375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.734375, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.734375, "clip_score_dfn_public_prev_turn_only_min": 1.29296875, "clip_score_dfn_public_prev_turn_only_mean": 1.29296875, "clip_score_dfn_public_prev_turn_only_max": 1.29296875, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.5, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.5, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.5, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.984375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.984375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.984375, "clip_score_clip_vitl14_224_next_turn_only_min": 16.578125, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.578125, "clip_score_clip_vitl14_224_next_turn_only_max": 16.578125, "clip_score_dfn_public_next_turn_only_min": 0.73974609375, "clip_score_dfn_public_next_turn_only_mean": 0.73974609375, "clip_score_dfn_public_next_turn_only_max": 0.73974609375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.4375, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.4375, "clip_score_siglip2_b16_224_next_turn_only_max": -9.4375, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.3671875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.3671875, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.3671875, "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": 1.134765625, "clip_score_dfn_public_prev_and_next_turn_mean": 1.134765625, "clip_score_dfn_public_prev_and_next_turn_max": 1.134765625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.40625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.40625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.40625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.0, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.0, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.0, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 530 }, "im_width_mean": 530.0, "im_width_min": 530, "im_width_max": 530, "im_ar": { "jpg": 0.6625 }, "im_ar_mean": 0.6625, "im_ar_min": 0.6625, "im_ar_max": 0.6625, "im_kilobytes": { "jpg": 1242.19 }, "im_kilobytes_mean": 1242.19, "im_kilobytes_min": 1242.19, "im_kilobytes_max": 1242.19, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3549.5 }, "im_clarity_mean": 3549.5, "im_clarity_min": 3549.5, "im_clarity_max": 3549.5, "im_luma": { "jpg": 118.47 }, "im_luma_mean": 118.47, "im_luma_min": 118.47, "im_luma_max": 118.47, "im_saturation": { "jpg": 51.14 }, "im_saturation_mean": 51.14, "im_saturation_min": 51.14, "im_saturation_max": 51.14, "im_entropy": { "jpg": 7.39 }, "im_entropy_mean": 7.39, "im_entropy_min": 7.39, "im_entropy_max": 7.39, "unifilter_score_qwen2_5_1_5b": 0.481201171875, "unifilter_score_qwen3_0_6b": 0.4658203125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999994, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 6.089854860139198e-16, "language_detection_annotation_lingua_2_lan": "yo", "language_detection_annotation_lingua_2_score": 6.999488323053812e-19, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8813270330429077, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.012937943451106548, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.007104707881808281, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8905750513076782, "text_quality_weborganizer_format_label": "Creative Writing", "text_quality_weborganizer_format_score": 0.20860198140144348, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9812342524528503, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.7646652460098267, "text_quality_dolma3_fasttext_score": 0.9999908208847046, "custom_fasttext_val_fasttext_score": 5.412101745605469e-05, "custom_fasttext_core_fasttext_score": 2.09808349609375e-05, "custom_fasttext_val_clean_fasttext_score": 0.0006424784660339355, "custom_fasttext_core_clean_fasttext_score": 0.00042515993118286133, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 5.15625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 5.59375, "within_sample_repetition_detection": 3.0 }, "94": { "detoxify": 0, "length_chars": 141, "length_tokens": 1870, "length_tokens_text_only": 79, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.5509059790408972, "iqa_live_min": 0.5509059790408972, "iqa_live_max": 0.5509059790408972, "iqa_csiq_mean": 0.767643392086029, "iqa_csiq_min": 0.767643392086029, "iqa_csiq_max": 0.767643392086029, "iqa_tid2013_mean": 0.2994078000386556, "iqa_tid2013_min": 0.2994078000386556, "iqa_tid2013_max": 0.2994078000386556, "iqa_kadid10k_mean": 0.4122314453125, "iqa_kadid10k_min": 0.4122314453125, "iqa_kadid10k_max": 0.4122314453125, "iqa_flive_mean": 0.69609085237137, "iqa_flive_min": 0.69609085237137, "iqa_flive_max": 0.69609085237137, "iqa_spaq_mean": 0.7238464355468751, "iqa_spaq_min": 0.7238464355468751, "iqa_spaq_max": 0.7238464355468751, "iqa_clive_mean": 0.6452192826704546, "iqa_clive_min": 0.6452192826704546, "iqa_clive_max": 0.6452192826704546, "iqa_koniq10k_mean": 0.7201026377051768, "iqa_koniq10k_min": 0.7201026377051768, "iqa_koniq10k_max": 0.7201026377051768, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9479669100336298 }, { "lang": "la", "score": 0.01694129830698706 }, { "lang": "tl", "score": 0.00979126870739188 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8408471941947937 }, { "lang": "de", "score": 0.018004093319177628 }, { "lang": "id", "score": 0.00999459344893694 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.5509059790408972, "iqa_v2_live_min": 0.5509059790408972, "iqa_v2_live_max": 0.5509059790408972, "iqa_v2_csiq_mean": 0.767643392086029, "iqa_v2_csiq_min": 0.767643392086029, "iqa_v2_csiq_max": 0.767643392086029, "iqa_v2_tid2013_mean": 0.2994078000386556, "iqa_v2_tid2013_min": 0.2994078000386556, "iqa_v2_tid2013_max": 0.2994078000386556, "iqa_v2_kadid10k_mean": 0.4122314453125, "iqa_v2_kadid10k_min": 0.4122314453125, "iqa_v2_kadid10k_max": 0.4122314453125, "iqa_v2_flive_mean": 0.69609085237137, "iqa_v2_flive_min": 0.69609085237137, "iqa_v2_flive_max": 0.69609085237137, "iqa_v2_spaq_mean": 0.7238464355468751, "iqa_v2_spaq_min": 0.7238464355468751, "iqa_v2_spaq_max": 0.7238464355468751, "iqa_v2_clive_mean": 0.6452192826704546, "iqa_v2_clive_min": 0.6452192826704546, "iqa_v2_clive_max": 0.6452192826704546, "iqa_v2_koniq10k_mean": 0.7201026377051768, "iqa_v2_koniq10k_min": 0.7201026377051768, "iqa_v2_koniq10k_max": 0.7201026377051768, "imdecont": { "jpg": 0.3079794645309448 }, "imdecont_image_match": { "jpg": 266021 }, "imdecont_max": 0.3079794645309448, "imdecont_mean": 0.3079794645309448, "imdecont_min": 0.3079794645309448, "clip_score_clip_vitl14_224_prev_turn_only_min": 17.734375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 17.734375, "clip_score_clip_vitl14_224_prev_turn_only_max": 17.734375, "clip_score_dfn_public_prev_turn_only_min": 0.95458984375, "clip_score_dfn_public_prev_turn_only_mean": 0.95458984375, "clip_score_dfn_public_prev_turn_only_max": 0.95458984375, "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": 17.1875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.1875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.1875, "clip_score_clip_vitl14_224_next_turn_only_min": 10.5390625, "clip_score_clip_vitl14_224_next_turn_only_mean": 10.5390625, "clip_score_clip_vitl14_224_next_turn_only_max": 10.5390625, "clip_score_dfn_public_next_turn_only_min": -0.1156005859375, "clip_score_dfn_public_next_turn_only_mean": -0.1156005859375, "clip_score_dfn_public_next_turn_only_max": -0.1156005859375, "clip_score_siglip2_b16_224_next_turn_only_min": -5.9140625, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.9140625, "clip_score_siglip2_b16_224_next_turn_only_max": -5.9140625, "clip_score_longclip_vitl14_224_next_turn_only_min": 11.3671875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 11.3671875, "clip_score_longclip_vitl14_224_next_turn_only_max": 11.3671875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 17.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 17.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 17.953125, "clip_score_dfn_public_prev_and_next_turn_min": 1.09375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.09375, "clip_score_dfn_public_prev_and_next_turn_max": 1.09375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 8.71875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 8.71875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 8.71875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 17.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 17.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 17.109375, "im_height": { "jpg": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 267 }, "im_width_mean": 267.0, "im_width_min": 267, "im_width_max": 267, "im_ar": { "jpg": 0.6675 }, "im_ar_mean": 0.6675, "im_ar_min": 0.6675, "im_ar_max": 0.6675, "im_kilobytes": { "jpg": 312.89 }, "im_kilobytes_mean": 312.89, "im_kilobytes_min": 312.89, "im_kilobytes_max": 312.89, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5976.76 }, "im_clarity_mean": 5976.76, "im_clarity_min": 5976.76, "im_clarity_max": 5976.76, "im_luma": { "jpg": 98.62 }, "im_luma_mean": 98.62, "im_luma_min": 98.62, "im_luma_max": 98.62, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 7.51 }, "im_entropy_mean": 7.51, "im_entropy_min": 7.51, "im_entropy_max": 7.51, "unifilter_score_qwen2_5_1_5b": -1.2919921875, "unifilter_score_qwen3_0_6b": 0.82958984375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9479669100336298, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 0.01694129830698706, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.00979126870739188, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8408471941947937, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.018004093319177628, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.00999459344893694, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.41682755947113037, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.903968095779419, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9062099456787109, "text_quality_nvidia_edu_nemotron4_score": 0.393798828125, "text_quality_nvidia_edu_mixtral_score": 0.154296875, "text_quality_dclmbaseline_fasttext_score": 0.8868412971496582, "text_quality_dolma3_fasttext_score": 0.991519570350647, "custom_fasttext_val_fasttext_score": 9.34600830078125e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.000674128532409668, "custom_fasttext_core_clean_fasttext_score": 2.1696090698242188e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 7.0 }, "71": { "detoxify": 1, "length_chars": 136, "length_tokens": 1871, "length_tokens_text_only": 80, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7789481191924124, "iqa_live_min": 0.7789481191924124, "iqa_live_max": 0.7789481191924124, "iqa_csiq_mean": 0.830875813961029, "iqa_csiq_min": 0.830875813961029, "iqa_csiq_max": 0.830875813961029, "iqa_tid2013_mean": 0.5643817583719889, "iqa_tid2013_min": 0.5643817583719889, "iqa_tid2013_max": 0.5643817583719889, "iqa_kadid10k_mean": 0.725341796875, "iqa_kadid10k_min": 0.725341796875, "iqa_kadid10k_max": 0.725341796875, "iqa_flive_mean": 0.7295109912602589, "iqa_flive_min": 0.7295109912602589, "iqa_flive_max": 0.7295109912602589, "iqa_spaq_mean": 0.707590122415562, "iqa_spaq_min": 0.707590122415562, "iqa_spaq_max": 0.707590122415562, "iqa_clive_mean": 0.7064566564078284, "iqa_clive_min": 0.7064566564078284, "iqa_clive_max": 0.7064566564078284, "iqa_koniq10k_mean": 0.6920092033617424, "iqa_koniq10k_min": 0.6920092033617424, "iqa_koniq10k_max": 0.6920092033617424, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.985557102095684 }, { "lang": "tl", "score": 0.0052080752256462425 }, { "lang": "da", "score": 0.0016839401082324077 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9588151574134827 }, { "lang": "te", "score": 0.005482278764247894 }, { "lang": "nl", "score": 0.004201911855489016 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7789481191924124, "iqa_v2_live_min": 0.7789481191924124, "iqa_v2_live_max": 0.7789481191924124, "iqa_v2_csiq_mean": 0.830875813961029, "iqa_v2_csiq_min": 0.830875813961029, "iqa_v2_csiq_max": 0.830875813961029, "iqa_v2_tid2013_mean": 0.5643817583719889, "iqa_v2_tid2013_min": 0.5643817583719889, "iqa_v2_tid2013_max": 0.5643817583719889, "iqa_v2_kadid10k_mean": 0.72528076171875, "iqa_v2_kadid10k_min": 0.72528076171875, "iqa_v2_kadid10k_max": 0.72528076171875, "iqa_v2_flive_mean": 0.7295109912602589, "iqa_v2_flive_min": 0.7295109912602589, "iqa_v2_flive_max": 0.7295109912602589, "iqa_v2_spaq_mean": 0.707590122415562, "iqa_v2_spaq_min": 0.707590122415562, "iqa_v2_spaq_max": 0.707590122415562, "iqa_v2_clive_mean": 0.7064566564078284, "iqa_v2_clive_min": 0.7064566564078284, "iqa_v2_clive_max": 0.7064566564078284, "iqa_v2_koniq10k_mean": 0.6920092033617424, "iqa_v2_koniq10k_min": 0.6920092033617424, "iqa_v2_koniq10k_max": 0.6920092033617424, "imdecont": { "jpg": 0.24745535850524902 }, "imdecont_image_match": { "jpg": 265891 }, "imdecont_max": 0.24745535850524902, "imdecont_mean": 0.24745535850524902, "imdecont_min": 0.24745535850524902, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.265625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.265625, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.265625, "clip_score_dfn_public_prev_turn_only_min": 2.37890625, "clip_score_dfn_public_prev_turn_only_mean": 2.37890625, "clip_score_dfn_public_prev_turn_only_max": 2.37890625, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.109375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.109375, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.109375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.25, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.25, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.25, "clip_score_clip_vitl14_224_next_turn_only_min": 13.2421875, "clip_score_clip_vitl14_224_next_turn_only_mean": 13.2421875, "clip_score_clip_vitl14_224_next_turn_only_max": 13.2421875, "clip_score_dfn_public_next_turn_only_min": -1.6083984375, "clip_score_dfn_public_next_turn_only_mean": -1.6083984375, "clip_score_dfn_public_next_turn_only_max": -1.6083984375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.890625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.890625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.890625, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.796875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.796875, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.65625, "clip_score_dfn_public_prev_and_next_turn_min": 2.30078125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.30078125, "clip_score_dfn_public_prev_and_next_turn_max": 2.30078125, "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": 26.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.21875, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5286.69 }, "im_clarity_mean": 5286.69, "im_clarity_min": 5286.69, "im_clarity_max": 5286.69, "im_luma": { "jpg": 144.55 }, "im_luma_mean": 144.55, "im_luma_min": 144.55, "im_luma_max": 144.55, "im_saturation": { "jpg": 39.82 }, "im_saturation_mean": 39.82, "im_saturation_min": 39.82, "im_saturation_max": 39.82, "im_entropy": { "jpg": 7.59 }, "im_entropy_mean": 7.59, "im_entropy_min": 7.59, "im_entropy_max": 7.59, "unifilter_score_qwen2_5_1_5b": -0.8212890625, "unifilter_score_qwen3_0_6b": 1.0068359375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.985557102095684, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.0052080752256462425, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 0.0016839401082324077, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9588151574134827, "language_detection_annotation_nllb_1_lan": "te", "language_detection_annotation_nllb_1_score": 0.005482278764247894, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.004201911855489016, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.9460136890411377, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.36236998438835144, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9983269572257996, "text_quality_nvidia_edu_nemotron4_score": 0.263671875, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9808794260025024, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.00044041872024536133, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.004912137985229492, "custom_fasttext_core_clean_fasttext_score": 0.00018543004989624023, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 10.0 }, "80": { "detoxify": 0, "length_chars": 157, "length_tokens": 3418, "length_tokens_text_only": 91, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7806842303035235, "iqa_live_min": 0.7806842303035235, "iqa_live_max": 0.7806842303035235, "iqa_csiq_mean": 0.965397298336029, "iqa_csiq_min": 0.965397298336029, "iqa_csiq_max": 0.965397298336029, "iqa_tid2013_mean": 0.5825024180942111, "iqa_tid2013_min": 0.5825024180942111, "iqa_tid2013_max": 0.5825024180942111, "iqa_kadid10k_mean": 0.75274658203125, "iqa_kadid10k_min": 0.75274658203125, "iqa_kadid10k_max": 0.75274658203125, "iqa_flive_mean": 0.6880416099471276, "iqa_flive_min": 0.6880416099471276, "iqa_flive_max": 0.6880416099471276, "iqa_spaq_mean": 0.5795913850418245, "iqa_spaq_min": 0.5795913850418245, "iqa_spaq_max": 0.5795913850418245, "iqa_clive_mean": 0.6170469727179018, "iqa_clive_min": 0.6170469727179018, "iqa_clive_max": 0.6170469727179018, "iqa_koniq10k_mean": 0.677804657907197, "iqa_koniq10k_min": 0.677804657907197, "iqa_koniq10k_max": 0.677804657907197, "zero_sequence_filter": 2, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9745055577354798 }, { "lang": "tl", "score": 0.010172314064751671 }, { "lang": "nl", "score": 0.0027597575317718946 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8437626361846924 }, { "lang": "bn", "score": 0.0074148597195744514 }, { "lang": "id", "score": 0.006950512994080782 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.7806842303035235, "iqa_v2_live_min": 0.7806842303035235, "iqa_v2_live_max": 0.7806842303035235, "iqa_v2_csiq_mean": 0.965397298336029, "iqa_v2_csiq_min": 0.965397298336029, "iqa_v2_csiq_max": 0.965397298336029, "iqa_v2_tid2013_mean": 0.5825024180942111, "iqa_v2_tid2013_min": 0.5825024180942111, "iqa_v2_tid2013_max": 0.5825024180942111, "iqa_v2_kadid10k_mean": 0.752685546875, "iqa_v2_kadid10k_min": 0.752685546875, "iqa_v2_kadid10k_max": 0.752685546875, "iqa_v2_flive_mean": 0.6880416099471276, "iqa_v2_flive_min": 0.6880416099471276, "iqa_v2_flive_max": 0.6880416099471276, "iqa_v2_spaq_mean": 0.5797492133246528, "iqa_v2_spaq_min": 0.5797492133246528, "iqa_v2_spaq_max": 0.5797492133246528, "iqa_v2_clive_mean": 0.6170469727179018, "iqa_v2_clive_min": 0.6170469727179018, "iqa_v2_clive_max": 0.6170469727179018, "iqa_v2_koniq10k_mean": 0.677804657907197, "iqa_v2_koniq10k_min": 0.677804657907197, "iqa_v2_koniq10k_max": 0.677804657907197, "imdecont": { "jpg": 0.384901762008667 }, "imdecont_image_match": { "jpg": 181174 }, "imdecont_max": 0.384901762008667, "imdecont_mean": 0.384901762008667, "imdecont_min": 0.384901762008667, "clip_score_clip_vitl14_224_prev_turn_only_min": 34.9375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 34.9375, "clip_score_clip_vitl14_224_prev_turn_only_max": 34.9375, "clip_score_dfn_public_prev_turn_only_min": 3.541015625, "clip_score_dfn_public_prev_turn_only_mean": 3.541015625, "clip_score_dfn_public_prev_turn_only_max": 3.541015625, "clip_score_siglip2_b16_224_prev_turn_only_min": 10.3125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 10.3125, "clip_score_siglip2_b16_224_prev_turn_only_max": 10.3125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 31.515625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 31.515625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 31.515625, "clip_score_clip_vitl14_224_next_turn_only_min": 17.1875, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.1875, "clip_score_clip_vitl14_224_next_turn_only_max": 17.1875, "clip_score_dfn_public_next_turn_only_min": 0.347900390625, "clip_score_dfn_public_next_turn_only_mean": 0.347900390625, "clip_score_dfn_public_next_turn_only_max": 0.347900390625, "clip_score_siglip2_b16_224_next_turn_only_min": -10.96875, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.96875, "clip_score_siglip2_b16_224_next_turn_only_max": -10.96875, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.5, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.5, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.5, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 34.84375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 34.84375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 34.84375, "clip_score_dfn_public_prev_and_next_turn_min": 3.390625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.390625, "clip_score_dfn_public_prev_and_next_turn_max": 3.390625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 8.40625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 8.40625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 8.40625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 31.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 31.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 31.21875, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 592 }, "im_width_mean": 592.0, "im_width_min": 592, "im_width_max": 592, "im_ar": { "jpg": 0.74 }, "im_ar_mean": 0.74, "im_ar_min": 0.74, "im_ar_max": 0.74, "im_kilobytes": { "jpg": 1387.5 }, "im_kilobytes_mean": 1387.5, "im_kilobytes_min": 1387.5, "im_kilobytes_max": 1387.5, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2471.15 }, "im_clarity_mean": 2471.15, "im_clarity_min": 2471.15, "im_clarity_max": 2471.15, "im_luma": { "jpg": 91.84 }, "im_luma_mean": 91.84, "im_luma_min": 91.84, "im_luma_max": 91.84, "im_saturation": { "jpg": 78.41 }, "im_saturation_mean": 78.41, "im_saturation_min": 78.41, "im_saturation_max": 78.41, "im_entropy": { "jpg": 7.23 }, "im_entropy_mean": 7.23, "im_entropy_min": 7.23, "im_entropy_max": 7.23, "unifilter_score_qwen2_5_1_5b": -0.379150390625, "unifilter_score_qwen3_0_6b": -2.3828125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9745055577354798, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.010172314064751671, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.0027597575317718946, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8437626361846924, "language_detection_annotation_nllb_1_lan": "bn", "language_detection_annotation_nllb_1_score": 0.0074148597195744514, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.006950512994080782, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.4959867000579834, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.4157993793487549, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.5976235866546631, "text_quality_nvidia_edu_nemotron4_score": 0.1602783203125, "text_quality_nvidia_edu_mixtral_score": 0.0033512115478515625, "text_quality_dclmbaseline_fasttext_score": 0.9463874101638794, "text_quality_dolma3_fasttext_score": 0.9990235567092896, "custom_fasttext_val_fasttext_score": 8.90493392944336e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0005246996879577637, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 11.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 10.0 }, "95": { "detoxify": 1, "length_chars": 109, "length_tokens": 1864, "length_tokens_text_only": 73, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8029380181823114, "iqa_live_min": 0.8029380181823114, "iqa_live_max": 0.8029380181823114, "iqa_csiq_mean": 0.925846517086029, "iqa_csiq_min": 0.925846517086029, "iqa_csiq_max": 0.925846517086029, "iqa_tid2013_mean": 0.6635571055942111, "iqa_tid2013_min": 0.6635571055942111, "iqa_tid2013_max": 0.6635571055942111, "iqa_kadid10k_mean": 0.6549835205078125, "iqa_kadid10k_min": 0.6549835205078125, "iqa_kadid10k_max": 0.6549835205078125, "iqa_flive_mean": 0.7255652841895518, "iqa_flive_min": 0.7255652841895518, "iqa_flive_max": 0.7255652841895518, "iqa_spaq_mean": 0.7890295163549559, "iqa_spaq_min": 0.7890295163549559, "iqa_spaq_max": 0.7890295163549559, "iqa_clive_mean": 0.735812717013889, "iqa_clive_min": 0.735812717013889, "iqa_clive_max": 0.735812717013889, "iqa_koniq10k_mean": 0.6976910215435607, "iqa_koniq10k_min": 0.6976910215435607, "iqa_koniq10k_max": 0.6976910215435607, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.873663250917091 }, { "lang": "tl", "score": 0.018770892086398098 }, { "lang": "la", "score": 0.014291475526815745 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7574213147163391 }, { "lang": "hi", "score": 0.01170368306338787 }, { "lang": "te", "score": 0.01045856811106205 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8029380181823114, "iqa_v2_live_min": 0.8029380181823114, "iqa_v2_live_max": 0.8029380181823114, "iqa_v2_csiq_mean": 0.925846517086029, "iqa_v2_csiq_min": 0.925846517086029, "iqa_v2_csiq_max": 0.925846517086029, "iqa_v2_tid2013_mean": 0.6635571055942111, "iqa_v2_tid2013_min": 0.6635571055942111, "iqa_v2_tid2013_max": 0.6635571055942111, "iqa_v2_kadid10k_mean": 0.6549758911132812, "iqa_v2_kadid10k_min": 0.6549758911132812, "iqa_v2_kadid10k_max": 0.6549758911132812, "iqa_v2_flive_mean": 0.7255652841895518, "iqa_v2_flive_min": 0.7255652841895518, "iqa_v2_flive_max": 0.7255652841895518, "iqa_v2_spaq_mean": 0.7890295163549559, "iqa_v2_spaq_min": 0.7890295163549559, "iqa_v2_spaq_max": 0.7890295163549559, "iqa_v2_clive_mean": 0.7356548887310607, "iqa_v2_clive_min": 0.7356548887310607, "iqa_v2_clive_max": 0.7356548887310607, "iqa_v2_koniq10k_mean": 0.6976910215435607, "iqa_v2_koniq10k_min": 0.6976910215435607, "iqa_v2_koniq10k_max": 0.6976910215435607, "imdecont": { "jpg": 0.38026654720306396 }, "imdecont_image_match": { "jpg": 265891 }, "imdecont_max": 0.38026654720306396, "imdecont_mean": 0.38026654720306396, "imdecont_min": 0.38026654720306396, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.953125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.953125, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.953125, "clip_score_dfn_public_prev_turn_only_min": 3.45703125, "clip_score_dfn_public_prev_turn_only_mean": 3.45703125, "clip_score_dfn_public_prev_turn_only_max": 3.45703125, "clip_score_siglip2_b16_224_prev_turn_only_min": 6.046875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 6.046875, "clip_score_siglip2_b16_224_prev_turn_only_max": 6.046875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.90625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.90625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.90625, "clip_score_clip_vitl14_224_next_turn_only_min": 15.890625, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.890625, "clip_score_clip_vitl14_224_next_turn_only_max": 15.890625, "clip_score_dfn_public_next_turn_only_min": 1.0751953125, "clip_score_dfn_public_next_turn_only_mean": 1.0751953125, "clip_score_dfn_public_next_turn_only_max": 1.0751953125, "clip_score_siglip2_b16_224_next_turn_only_min": -9.640625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.640625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.640625, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.21875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.21875, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.21875, "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": 3.046875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.046875, "clip_score_dfn_public_prev_and_next_turn_max": 3.046875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 5.953125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 5.953125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 5.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.21875, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2464.83 }, "im_clarity_mean": 2464.83, "im_clarity_min": 2464.83, "im_clarity_max": 2464.83, "im_luma": { "jpg": 141.98 }, "im_luma_mean": 141.98, "im_luma_min": 141.98, "im_luma_max": 141.98, "im_saturation": { "jpg": 38.59 }, "im_saturation_mean": 38.59, "im_saturation_min": 38.59, "im_saturation_max": 38.59, "im_entropy": { "jpg": 7.25 }, "im_entropy_mean": 7.25, "im_entropy_min": 7.25, "im_entropy_max": 7.25, "unifilter_score_qwen2_5_1_5b": 0.446533203125, "unifilter_score_qwen3_0_6b": -5.35546875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.873663250917091, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.018770892086398098, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.014291475526815745, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7574213147163391, "language_detection_annotation_nllb_1_lan": "hi", "language_detection_annotation_nllb_1_score": 0.01170368306338787, "language_detection_annotation_nllb_2_lan": "te", "language_detection_annotation_nllb_2_score": 0.01045856811106205, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.6505753397941589, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.6679561734199524, "text_quality_nvidia_domain_label": "Computers_and_Electronics", "text_quality_nvidia_domain_score": 0.3113625943660736, "text_quality_nvidia_edu_nemotron4_score": 0.31103515625, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9738174676895142, "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": 8.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 8.0 }, "87": { "detoxify": 0, "length_chars": 144, "length_tokens": 1356, "length_tokens_text_only": 77, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.5930658590914022, "iqa_live_min": 0.5930658590914022, "iqa_live_max": 0.5930658590914022, "iqa_csiq_mean": 0.740543782711029, "iqa_csiq_min": 0.740543782711029, "iqa_csiq_max": 0.740543782711029, "iqa_tid2013_mean": 0.4417146576775445, "iqa_tid2013_min": 0.4417146576775445, "iqa_tid2013_max": 0.4417146576775445, "iqa_kadid10k_mean": 0.3848876953125, "iqa_kadid10k_min": 0.3848876953125, "iqa_kadid10k_max": 0.3848876953125, "iqa_flive_mean": 0.6825176200481377, "iqa_flive_min": 0.6825176200481377, "iqa_flive_max": 0.6825176200481377, "iqa_spaq_mean": 0.584878632516572, "iqa_spaq_min": 0.584878632516572, "iqa_spaq_max": 0.584878632516572, "iqa_clive_mean": 0.5074746873643664, "iqa_clive_min": 0.5074746873643664, "iqa_clive_max": 0.5074746873643664, "iqa_koniq10k_mean": 0.6107276762374725, "iqa_koniq10k_min": 0.6107276762374725, "iqa_koniq10k_max": 0.6107276762374725, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9823543075159368 }, { "lang": "tl", "score": 0.005231672255186424 }, { "lang": "fr", "score": 0.0024267083003804615 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9523413777351379 }, { "lang": "hi", "score": 0.0023471813183277845 }, { "lang": "th", "score": 0.002193957334384322 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.5930658590914022, "iqa_v2_live_min": 0.5930658590914022, "iqa_v2_live_max": 0.5930658590914022, "iqa_v2_csiq_mean": 0.740543782711029, "iqa_v2_csiq_min": 0.740543782711029, "iqa_v2_csiq_max": 0.740543782711029, "iqa_v2_tid2013_mean": 0.4417146576775445, "iqa_v2_tid2013_min": 0.4417146576775445, "iqa_v2_tid2013_max": 0.4417146576775445, "iqa_v2_kadid10k_mean": 0.3848876953125, "iqa_v2_kadid10k_min": 0.3848876953125, "iqa_v2_kadid10k_max": 0.3848876953125, "iqa_v2_flive_mean": 0.6825176200481377, "iqa_v2_flive_min": 0.6825176200481377, "iqa_v2_flive_max": 0.6825176200481377, "iqa_v2_spaq_mean": 0.584878632516572, "iqa_v2_spaq_min": 0.584878632516572, "iqa_v2_spaq_max": 0.584878632516572, "iqa_v2_clive_mean": 0.5074746873643664, "iqa_v2_clive_min": 0.5074746873643664, "iqa_v2_clive_max": 0.5074746873643664, "iqa_v2_koniq10k_mean": 0.6107276762374725, "iqa_v2_koniq10k_min": 0.6107276762374725, "iqa_v2_koniq10k_max": 0.6107276762374725, "imdecont": { "jpg": 0.29041481018066406 }, "imdecont_image_match": { "jpg": 17265 }, "imdecont_max": 0.29041481018066406, "imdecont_mean": 0.29041481018066406, "imdecont_min": 0.29041481018066406, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.921875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.921875, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.921875, "clip_score_dfn_public_prev_turn_only_min": 1.5, "clip_score_dfn_public_prev_turn_only_mean": 1.5, "clip_score_dfn_public_prev_turn_only_max": 1.5, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.265625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.265625, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.265625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.8125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.8125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.8125, "clip_score_clip_vitl14_224_next_turn_only_min": 16.875, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.875, "clip_score_clip_vitl14_224_next_turn_only_max": 16.875, "clip_score_dfn_public_next_turn_only_min": 0.0002853870391845703, "clip_score_dfn_public_next_turn_only_mean": 0.0002853870391845703, "clip_score_dfn_public_next_turn_only_max": 0.0002853870391845703, "clip_score_siglip2_b16_224_next_turn_only_min": -8.0234375, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.0234375, "clip_score_siglip2_b16_224_next_turn_only_max": -8.0234375, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.875, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.078125, "clip_score_dfn_public_prev_and_next_turn_min": 1.0537109375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.0537109375, "clip_score_dfn_public_prev_and_next_turn_max": 1.0537109375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.53125, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.0 }, "im_ar_mean": 1.0, "im_ar_min": 1.0, "im_ar_max": 1.0, "im_kilobytes": { "jpg": 1875.0 }, "im_kilobytes_mean": 1875.0, "im_kilobytes_min": 1875.0, "im_kilobytes_max": 1875.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2890.1 }, "im_clarity_mean": 2890.1, "im_clarity_min": 2890.1, "im_clarity_max": 2890.1, "im_luma": { "jpg": 233.77 }, "im_luma_mean": 233.77, "im_luma_min": 233.77, "im_luma_max": 233.77, "im_saturation": { "jpg": 37.09 }, "im_saturation_mean": 37.09, "im_saturation_min": 37.09, "im_saturation_max": 37.09, "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": 0.501953125, "unifilter_score_qwen3_0_6b": -0.184326171875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9823543075159368, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.005231672255186424, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 0.0024267083003804615, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9523413777351379, "language_detection_annotation_nllb_1_lan": "hi", "language_detection_annotation_nllb_1_score": 0.0023471813183277845, "language_detection_annotation_nllb_2_lan": "th", "language_detection_annotation_nllb_2_score": 0.002193957334384322, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.2547449767589569, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.6087042689323425, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.5253525972366333, "text_quality_nvidia_edu_nemotron4_score": 0.1546630859375, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.999784529209137, "text_quality_dolma3_fasttext_score": 0.9974080324172974, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 3.325939178466797e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 8.0 }, "70": { "detoxify": 1, "length_chars": 120, "length_tokens": 3398, "length_tokens_text_only": 71, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7934683212126143, "iqa_live_min": 0.7934683212126143, "iqa_live_max": 0.7934683212126143, "iqa_csiq_mean": 0.831608235836029, "iqa_csiq_min": 0.831608235836029, "iqa_csiq_max": 0.831608235836029, "iqa_tid2013_mean": 0.5469121403164333, "iqa_tid2013_min": 0.5469121403164333, "iqa_tid2013_max": 0.5469121403164333, "iqa_kadid10k_mean": 0.58453369140625, "iqa_kadid10k_min": 0.58453369140625, "iqa_kadid10k_max": 0.58453369140625, "iqa_flive_mean": 0.7226454609572286, "iqa_flive_min": 0.7226454609572286, "iqa_flive_max": 0.7226454609572286, "iqa_spaq_mean": 0.6219682789812185, "iqa_spaq_min": 0.6219682789812185, "iqa_spaq_max": 0.6219682789812185, "iqa_clive_mean": 0.6067092201926492, "iqa_clive_min": 0.6067092201926492, "iqa_clive_max": 0.6067092201926492, "iqa_koniq10k_mean": 0.6607592033617424, "iqa_koniq10k_min": 0.6607592033617424, "iqa_koniq10k_max": 0.6607592033617424, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9434919363225422 }, { "lang": "tl", "score": 0.01756244187488996 }, { "lang": "la", "score": 0.007584127004322566 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9172554612159729 }, { "lang": "fr", "score": 0.004900724161416292 }, { "lang": "hi", "score": 0.00424802815541625 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7934683212126143, "iqa_v2_live_min": 0.7934683212126143, "iqa_v2_live_max": 0.7934683212126143, "iqa_v2_csiq_mean": 0.831608235836029, "iqa_v2_csiq_min": 0.831608235836029, "iqa_v2_csiq_max": 0.831608235836029, "iqa_v2_tid2013_mean": 0.5469121403164333, "iqa_v2_tid2013_min": 0.5469121403164333, "iqa_v2_tid2013_max": 0.5469121403164333, "iqa_v2_kadid10k_mean": 0.58453369140625, "iqa_v2_kadid10k_min": 0.58453369140625, "iqa_v2_kadid10k_max": 0.58453369140625, "iqa_v2_flive_mean": 0.7226454609572286, "iqa_v2_flive_min": 0.7226454609572286, "iqa_v2_flive_max": 0.7226454609572286, "iqa_v2_spaq_mean": 0.6219682789812185, "iqa_v2_spaq_min": 0.6219682789812185, "iqa_v2_spaq_max": 0.6219682789812185, "iqa_v2_clive_mean": 0.6067092201926492, "iqa_v2_clive_min": 0.6067092201926492, "iqa_v2_clive_max": 0.6067092201926492, "iqa_v2_koniq10k_mean": 0.6607592033617424, "iqa_v2_koniq10k_min": 0.6607592033617424, "iqa_v2_koniq10k_max": 0.6607592033617424, "imdecont": { "jpg": 0.23709559440612793 }, "imdecont_image_match": { "jpg": 215573 }, "imdecont_max": 0.23709559440612793, "imdecont_mean": 0.23709559440612793, "imdecont_min": 0.23709559440612793, "clip_score_clip_vitl14_224_prev_turn_only_min": 32.75, "clip_score_clip_vitl14_224_prev_turn_only_mean": 32.75, "clip_score_clip_vitl14_224_prev_turn_only_max": 32.75, "clip_score_dfn_public_prev_turn_only_min": 5.09375, "clip_score_dfn_public_prev_turn_only_mean": 5.09375, "clip_score_dfn_public_prev_turn_only_max": 5.09375, "clip_score_siglip2_b16_224_prev_turn_only_min": 8.265625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 8.265625, "clip_score_siglip2_b16_224_prev_turn_only_max": 8.265625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.015625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.015625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.015625, "clip_score_clip_vitl14_224_next_turn_only_min": 16.484375, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.484375, "clip_score_clip_vitl14_224_next_turn_only_max": 16.484375, "clip_score_dfn_public_next_turn_only_min": 0.951171875, "clip_score_dfn_public_next_turn_only_mean": 0.951171875, "clip_score_dfn_public_next_turn_only_max": 0.951171875, "clip_score_siglip2_b16_224_next_turn_only_min": -11.0703125, "clip_score_siglip2_b16_224_next_turn_only_mean": -11.0703125, "clip_score_siglip2_b16_224_next_turn_only_max": -11.0703125, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.109375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.109375, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.109375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 32.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 32.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 32.21875, "clip_score_dfn_public_prev_and_next_turn_min": 4.82421875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.82421875, "clip_score_dfn_public_prev_and_next_turn_max": 4.82421875, "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": 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": 395 }, "im_height_mean": 395.0, "im_height_min": 395, "im_height_max": 395, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.3924 }, "im_ar_mean": 1.3924, "im_ar_min": 1.3924, "im_ar_max": 1.3924, "im_kilobytes": { "jpg": 636.47 }, "im_kilobytes_mean": 636.47, "im_kilobytes_min": 636.47, "im_kilobytes_max": 636.47, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2697.05 }, "im_clarity_mean": 2697.05, "im_clarity_min": 2697.05, "im_clarity_max": 2697.05, "im_luma": { "jpg": 168.01 }, "im_luma_mean": 168.01, "im_luma_min": 168.01, "im_luma_max": 168.01, "im_saturation": { "jpg": 61.96 }, "im_saturation_mean": 61.96, "im_saturation_min": 61.96, "im_saturation_max": 61.96, "im_entropy": { "jpg": 7.35 }, "im_entropy_mean": 7.35, "im_entropy_min": 7.35, "im_entropy_max": 7.35, "unifilter_score_qwen2_5_1_5b": -1.0732421875, "unifilter_score_qwen3_0_6b": 4.16015625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9434919363225422, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.01756244187488996, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.007584127004322566, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9172554612159729, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.004900724161416292, "language_detection_annotation_nllb_2_lan": "hi", "language_detection_annotation_nllb_2_score": 0.00424802815541625, "text_quality_weborganizer_topic_label": "Religion", "text_quality_weborganizer_topic_score": 0.3592240810394287, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5141098499298096, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9953896999359131, "text_quality_nvidia_edu_nemotron4_score": 0.131591796875, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.7411876320838928, "text_quality_dolma3_fasttext_score": 0.9999693632125854, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 10.0 }, "69": { "detoxify": 1, "length_chars": 192, "length_tokens": 3416, "length_tokens_text_only": 89, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7948887757580689, "iqa_live_min": 0.7948887757580689, "iqa_live_max": 0.7948887757580689, "iqa_csiq_mean": 0.868717610836029, "iqa_csiq_min": 0.868717610836029, "iqa_csiq_max": 0.868717610836029, "iqa_tid2013_mean": 0.5711091889275445, "iqa_tid2013_min": 0.5711091889275445, "iqa_tid2013_max": 0.5711091889275445, "iqa_kadid10k_mean": 0.7978515625, "iqa_kadid10k_min": 0.7978515625, "iqa_kadid10k_max": 0.7978515625, "iqa_flive_mean": 0.7393752589370266, "iqa_flive_min": 0.7393752589370266, "iqa_flive_max": 0.7393752589370266, "iqa_spaq_mean": 0.7601469405973801, "iqa_spaq_min": 0.7601469405973801, "iqa_spaq_max": 0.7601469405973801, "iqa_clive_mean": 0.7209768584280304, "iqa_clive_min": 0.7209768584280304, "iqa_clive_max": 0.7209768584280304, "iqa_koniq10k_mean": 0.7567187993213385, "iqa_koniq10k_min": 0.7567187993213385, "iqa_koniq10k_max": 0.7567187993213385, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 1.0096356562539498e-20 }, { "lang": "tl", "score": 3.1421822809599844e-21 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9511568546295166 }, { "lang": "it", "score": 0.002349342219531536 }, { "lang": "de", "score": 0.002236706670373678 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7948887757580689, "iqa_v2_live_min": 0.7948887757580689, "iqa_v2_live_max": 0.7948887757580689, "iqa_v2_csiq_mean": 0.868717610836029, "iqa_v2_csiq_min": 0.868717610836029, "iqa_v2_csiq_max": 0.868717610836029, "iqa_v2_tid2013_mean": 0.5711091889275445, "iqa_v2_tid2013_min": 0.5711091889275445, "iqa_v2_tid2013_max": 0.5711091889275445, "iqa_v2_kadid10k_mean": 0.7978515625, "iqa_v2_kadid10k_min": 0.7978515625, "iqa_v2_kadid10k_max": 0.7978515625, "iqa_v2_flive_mean": 0.7393752589370266, "iqa_v2_flive_min": 0.7393752589370266, "iqa_v2_flive_max": 0.7393752589370266, "iqa_v2_spaq_mean": 0.7601469405973801, "iqa_v2_spaq_min": 0.7601469405973801, "iqa_v2_spaq_max": 0.7601469405973801, "iqa_v2_clive_mean": 0.7209768584280304, "iqa_v2_clive_min": 0.7209768584280304, "iqa_v2_clive_max": 0.7209768584280304, "iqa_v2_koniq10k_mean": 0.7567187993213385, "iqa_v2_koniq10k_min": 0.7567187993213385, "iqa_v2_koniq10k_max": 0.7567187993213385, "imdecont": { "jpg": 0.23208802938461304 }, "imdecont_image_match": { "jpg": 266017 }, "imdecont_max": 0.23208802938461304, "imdecont_mean": 0.23208802938461304, "imdecont_min": 0.23208802938461304, "clip_score_clip_vitl14_224_prev_turn_only_min": 31.953125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 31.953125, "clip_score_clip_vitl14_224_prev_turn_only_max": 31.953125, "clip_score_dfn_public_prev_turn_only_min": 2.986328125, "clip_score_dfn_public_prev_turn_only_mean": 2.986328125, "clip_score_dfn_public_prev_turn_only_max": 2.986328125, "clip_score_siglip2_b16_224_prev_turn_only_min": 7.03125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 7.03125, "clip_score_siglip2_b16_224_prev_turn_only_max": 7.03125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.640625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.640625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.640625, "clip_score_clip_vitl14_224_next_turn_only_min": 15.2578125, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.2578125, "clip_score_clip_vitl14_224_next_turn_only_max": 15.2578125, "clip_score_dfn_public_next_turn_only_min": 0.12042236328125, "clip_score_dfn_public_next_turn_only_mean": 0.12042236328125, "clip_score_dfn_public_next_turn_only_max": 0.12042236328125, "clip_score_siglip2_b16_224_next_turn_only_min": -8.84375, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.84375, "clip_score_siglip2_b16_224_next_turn_only_max": -8.84375, "clip_score_longclip_vitl14_224_next_turn_only_min": 12.375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 12.375, "clip_score_longclip_vitl14_224_next_turn_only_max": 12.375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 31.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 31.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 31.78125, "clip_score_dfn_public_prev_and_next_turn_min": 3.056640625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.056640625, "clip_score_dfn_public_prev_and_next_turn_max": 3.056640625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 6.984375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 6.984375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 6.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.5625, "im_height": { "jpg": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 299 }, "im_width_mean": 299.0, "im_width_min": 299, "im_width_max": 299, "im_ar": { "jpg": 0.7475 }, "im_ar_mean": 0.7475, "im_ar_min": 0.7475, "im_ar_max": 0.7475, "im_kilobytes": { "jpg": 350.39 }, "im_kilobytes_mean": 350.39, "im_kilobytes_min": 350.39, "im_kilobytes_max": 350.39, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2655.77 }, "im_clarity_mean": 2655.77, "im_clarity_min": 2655.77, "im_clarity_max": 2655.77, "im_luma": { "jpg": 88.05 }, "im_luma_mean": 88.05, "im_luma_min": 88.05, "im_luma_max": 88.05, "im_saturation": { "jpg": 145.98 }, "im_saturation_mean": 145.98, "im_saturation_min": 145.98, "im_saturation_max": 145.98, "im_entropy": { "jpg": 7.46 }, "im_entropy_mean": 7.46, "im_entropy_min": 7.46, "im_entropy_max": 7.46, "unifilter_score_qwen2_5_1_5b": -1.365234375, "unifilter_score_qwen3_0_6b": 0.314453125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.0096356562539498e-20, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 3.1421822809599844e-21, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9511568546295166, "language_detection_annotation_nllb_1_lan": "it", "language_detection_annotation_nllb_1_score": 0.002349342219531536, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.002236706670373678, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7665330171585083, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.6914869546890259, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9621010422706604, "text_quality_nvidia_edu_nemotron4_score": 0.3173828125, "text_quality_nvidia_edu_mixtral_score": 0.027801513671875, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 8.821487426757812e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00030982494354248047, "custom_fasttext_core_clean_fasttext_score": 0.0012744665145874023, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 7.0 }, "99": { "detoxify": 0, "length_chars": 109, "length_tokens": 3398, "length_tokens_text_only": 70, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7723193313136245, "iqa_live_min": 0.7723193313136245, "iqa_live_max": 0.7723193313136245, "iqa_csiq_mean": 0.945866048336029, "iqa_csiq_min": 0.945866048336029, "iqa_csiq_max": 0.945866048336029, "iqa_tid2013_mean": 0.5408086246914333, "iqa_tid2013_min": 0.5408086246914333, "iqa_tid2013_max": 0.5408086246914333, "iqa_kadid10k_mean": 0.6380767822265625, "iqa_kadid10k_min": 0.6380767822265625, "iqa_kadid10k_max": 0.6380767822265625, "iqa_flive_mean": 0.7249339710582386, "iqa_flive_min": 0.7249339710582386, "iqa_flive_max": 0.7249339710582386, "iqa_spaq_mean": 0.6520345668600064, "iqa_spaq_min": 0.6520345668600064, "iqa_spaq_max": 0.6520345668600064, "iqa_clive_mean": 0.647113222064394, "iqa_clive_min": 0.647113222064394, "iqa_clive_max": 0.647113222064394, "iqa_koniq10k_mean": 0.6951657690183082, "iqa_koniq10k_min": 0.6951657690183082, "iqa_koniq10k_max": 0.6951657690183082, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9630715232958424 }, { "lang": "tl", "score": 0.016762653831996696 }, { "lang": "nl", "score": 0.0022891287672152736 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9353551268577576 }, { "lang": "pt", "score": 0.006895582191646099 }, { "lang": "tr", "score": 0.004230218008160591 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7723193313136245, "iqa_v2_live_min": 0.7723193313136245, "iqa_v2_live_max": 0.7723193313136245, "iqa_v2_csiq_mean": 0.945866048336029, "iqa_v2_csiq_min": 0.945866048336029, "iqa_v2_csiq_max": 0.945866048336029, "iqa_v2_tid2013_mean": 0.5407814979553223, "iqa_v2_tid2013_min": 0.5407814979553223, "iqa_v2_tid2013_max": 0.5407814979553223, "iqa_v2_kadid10k_mean": 0.6380882263183594, "iqa_v2_kadid10k_min": 0.6380882263183594, "iqa_v2_kadid10k_max": 0.6380882263183594, "iqa_v2_flive_mean": 0.7248550569168245, "iqa_v2_flive_min": 0.7248550569168245, "iqa_v2_flive_max": 0.7248550569168245, "iqa_v2_spaq_mean": 0.6520345668600064, "iqa_v2_spaq_min": 0.6520345668600064, "iqa_v2_spaq_max": 0.6520345668600064, "iqa_v2_clive_mean": 0.647113222064394, "iqa_v2_clive_min": 0.647113222064394, "iqa_v2_clive_max": 0.647113222064394, "iqa_v2_koniq10k_mean": 0.6951657690183082, "iqa_v2_koniq10k_min": 0.6951657690183082, "iqa_v2_koniq10k_max": 0.6951657690183082, "imdecont": { "jpg": 0.2665647864341736 }, "imdecont_image_match": { "jpg": 265788 }, "imdecont_max": 0.2665647864341736, "imdecont_mean": 0.2665647864341736, "imdecont_min": 0.2665647864341736, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.828125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.828125, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.828125, "clip_score_dfn_public_prev_turn_only_min": 0.83154296875, "clip_score_dfn_public_prev_turn_only_mean": 0.83154296875, "clip_score_dfn_public_prev_turn_only_max": 0.83154296875, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.125, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 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": 14.96875, "clip_score_clip_vitl14_224_next_turn_only_mean": 14.96875, "clip_score_clip_vitl14_224_next_turn_only_max": 14.96875, "clip_score_dfn_public_next_turn_only_min": 1.439453125, "clip_score_dfn_public_next_turn_only_mean": 1.439453125, "clip_score_dfn_public_next_turn_only_max": 1.439453125, "clip_score_siglip2_b16_224_next_turn_only_min": -8.78125, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.78125, "clip_score_siglip2_b16_224_next_turn_only_max": -8.78125, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.21875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.21875, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.25, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.25, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.25, "clip_score_dfn_public_prev_and_next_turn_min": 0.5693359375, "clip_score_dfn_public_prev_and_next_turn_mean": 0.5693359375, "clip_score_dfn_public_prev_and_next_turn_max": 0.5693359375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.203125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.203125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 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": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 593 }, "im_width_mean": 593.0, "im_width_min": 593, "im_width_max": 593, "im_ar": { "jpg": 0.7412 }, "im_ar_mean": 0.7412, "im_ar_min": 0.7412, "im_ar_max": 0.7412, "im_kilobytes": { "jpg": 1389.84 }, "im_kilobytes_mean": 1389.84, "im_kilobytes_min": 1389.84, "im_kilobytes_max": 1389.84, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2019.75 }, "im_clarity_mean": 2019.75, "im_clarity_min": 2019.75, "im_clarity_max": 2019.75, "im_luma": { "jpg": 141.71 }, "im_luma_mean": 141.71, "im_luma_min": 141.71, "im_luma_max": 141.71, "im_saturation": { "jpg": 57.63 }, "im_saturation_mean": 57.63, "im_saturation_min": 57.63, "im_saturation_max": 57.63, "im_entropy": { "jpg": 7.68 }, "im_entropy_mean": 7.68, "im_entropy_min": 7.68, "im_entropy_max": 7.68, "unifilter_score_qwen2_5_1_5b": -2.826171875, "unifilter_score_qwen3_0_6b": -0.8798828125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9630715232958424, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.016762653831996696, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.0022891287672152736, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9353551268577576, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.006895582191646099, "language_detection_annotation_nllb_2_lan": "tr", "language_detection_annotation_nllb_2_score": 0.004230218008160591, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.6019772887229919, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5984206199645996, "text_quality_nvidia_domain_label": "Adult", "text_quality_nvidia_domain_score": 0.4925759732723236, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.022517502307891846, "text_quality_dolma3_fasttext_score": 0.005810976028442383, "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": 9.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.21875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.78125, "within_sample_repetition_detection": 9.0 }, "86": { "detoxify": 0, "length_chars": 163, "length_tokens": 1874, "length_tokens_text_only": 82, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7839986242429174, "iqa_live_min": 0.7839986242429174, "iqa_live_max": 0.7839986242429174, "iqa_csiq_mean": 0.853336751461029, "iqa_csiq_min": 0.853336751461029, "iqa_csiq_max": 0.853336751461029, "iqa_tid2013_mean": 0.5642732514275445, "iqa_tid2013_min": 0.5642732514275445, "iqa_tid2013_max": 0.5642732514275445, "iqa_kadid10k_mean": 0.486328125, "iqa_kadid10k_min": 0.486328125, "iqa_kadid10k_max": 0.486328125, "iqa_flive_mean": 0.6766977021188447, "iqa_flive_min": 0.6766977021188447, "iqa_flive_max": 0.6766977021188447, "iqa_spaq_mean": 0.48885985095091544, "iqa_spaq_min": 0.48885985095091544, "iqa_spaq_max": 0.48885985095091544, "iqa_clive_mean": 0.5140442896370936, "iqa_clive_min": 0.5140442896370936, "iqa_clive_max": 0.5140442896370936, "iqa_koniq10k_mean": 0.605992827752624, "iqa_koniq10k_min": 0.605992827752624, "iqa_koniq10k_max": 0.605992827752624, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999985265 }, { "lang": "tl", "score": 1.4712916204637601e-12 }, { "lang": "la", "score": 1.953530520913657e-15 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9827499389648438 }, { "lang": "nl", "score": 0.0013505375245586038 }, { "lang": "fr", "score": 0.0011798952473327518 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7839986242429174, "iqa_v2_live_min": 0.7839986242429174, "iqa_v2_live_max": 0.7839986242429174, "iqa_v2_csiq_mean": 0.853336751461029, "iqa_v2_csiq_min": 0.853336751461029, "iqa_v2_csiq_max": 0.853336751461029, "iqa_v2_tid2013_mean": 0.5642732514275445, "iqa_v2_tid2013_min": 0.5642732514275445, "iqa_v2_tid2013_max": 0.5642732514275445, "iqa_v2_kadid10k_mean": 0.486328125, "iqa_v2_kadid10k_min": 0.486328125, "iqa_v2_kadid10k_max": 0.486328125, "iqa_v2_flive_mean": 0.6766977021188447, "iqa_v2_flive_min": 0.6766977021188447, "iqa_v2_flive_max": 0.6766977021188447, "iqa_v2_spaq_mean": 0.48886478308475384, "iqa_v2_spaq_min": 0.48886478308475384, "iqa_v2_spaq_max": 0.48886478308475384, "iqa_v2_clive_mean": 0.5140640181724472, "iqa_v2_clive_min": 0.5140640181724472, "iqa_v2_clive_max": 0.5140640181724472, "iqa_v2_koniq10k_mean": 0.605992827752624, "iqa_v2_koniq10k_min": 0.605992827752624, "iqa_v2_koniq10k_max": 0.605992827752624, "imdecont": { "jpg": 0.2832719087600708 }, "imdecont_image_match": { "jpg": 265959 }, "imdecont_max": 0.2832719087600708, "imdecont_mean": 0.2832719087600708, "imdecont_min": 0.2832719087600708, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.75, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.75, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.75, "clip_score_dfn_public_prev_turn_only_min": 1.6201171875, "clip_score_dfn_public_prev_turn_only_mean": 1.6201171875, "clip_score_dfn_public_prev_turn_only_max": 1.6201171875, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.109375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.109375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.109375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.46875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.46875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.46875, "clip_score_clip_vitl14_224_next_turn_only_min": 18.046875, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.046875, "clip_score_clip_vitl14_224_next_turn_only_max": 18.046875, "clip_score_dfn_public_next_turn_only_min": 0.623046875, "clip_score_dfn_public_next_turn_only_mean": 0.623046875, "clip_score_dfn_public_next_turn_only_max": 0.623046875, "clip_score_siglip2_b16_224_next_turn_only_min": -6.484375, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.484375, "clip_score_siglip2_b16_224_next_turn_only_max": -6.484375, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.71875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.71875, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 18.609375, "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": 1.583984375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.583984375, "clip_score_dfn_public_prev_and_next_turn_max": 1.583984375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.96875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.96875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.453125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.453125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.453125, "im_height": { "jpg": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1756.4 }, "im_clarity_mean": 1756.4, "im_clarity_min": 1756.4, "im_clarity_max": 1756.4, "im_luma": { "jpg": 150.35 }, "im_luma_mean": 150.35, "im_luma_min": 150.35, "im_luma_max": 150.35, "im_saturation": { "jpg": 91.87 }, "im_saturation_mean": 91.87, "im_saturation_min": 91.87, "im_saturation_max": 91.87, "im_entropy": { "jpg": 7.85 }, "im_entropy_mean": 7.85, "im_entropy_min": 7.85, "im_entropy_max": 7.85, "unifilter_score_qwen2_5_1_5b": -0.6552734375, "unifilter_score_qwen3_0_6b": -0.7021484375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999985265, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 1.4712916204637601e-12, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 1.953530520913657e-15, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9827499389648438, "language_detection_annotation_nllb_1_lan": "nl", "language_detection_annotation_nllb_1_score": 0.0013505375245586038, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.0011798952473327518, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.9097161293029785, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.9235117435455322, "text_quality_nvidia_domain_label": "Sensitive_Subjects", "text_quality_nvidia_domain_score": 0.22507095336914062, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.26855844259262085, "text_quality_dolma3_fasttext_score": 0.9999099969863892, "custom_fasttext_val_fasttext_score": 2.384185791015625e-07, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00419306755065918, "custom_fasttext_core_clean_fasttext_score": 0.0014219284057617188, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.46875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.78125, "within_sample_repetition_detection": 4.0 }, "93": { "detoxify": 1, "length_chars": 164, "length_tokens": 1870, "length_tokens_text_only": 79, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8532852404045336, "iqa_live_min": 0.8532852404045336, "iqa_live_max": 0.8532852404045336, "iqa_csiq_mean": 0.922428548336029, "iqa_csiq_min": 0.922428548336029, "iqa_csiq_max": 0.922428548336029, "iqa_tid2013_mean": 0.7142298486497667, "iqa_tid2013_min": 0.7142298486497667, "iqa_tid2013_max": 0.7142298486497667, "iqa_kadid10k_mean": 0.6844482421875, "iqa_kadid10k_min": 0.6844482421875, "iqa_kadid10k_max": 0.6844482421875, "iqa_flive_mean": 0.751843693280461, "iqa_flive_min": 0.751843693280461, "iqa_flive_max": 0.751843693280461, "iqa_spaq_mean": 0.7860307789812185, "iqa_spaq_min": 0.7860307789812185, "iqa_spaq_max": 0.7860307789812185, "iqa_clive_mean": 0.684518525094697, "iqa_clive_min": 0.684518525094697, "iqa_clive_max": 0.684518525094697, "iqa_koniq10k_mean": 0.7169460720486112, "iqa_koniq10k_min": 0.7169460720486112, "iqa_koniq10k_max": 0.7169460720486112, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "tl", "score": 1.9416169710513606e-25 }, { "lang": "fr", "score": 7.427820081830432e-31 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.948898196220398 }, { "lang": "te", "score": 0.0021761686075478792 }, { "lang": "fr", "score": 0.002118723699823022 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8532852404045336, "iqa_v2_live_min": 0.8532852404045336, "iqa_v2_live_max": 0.8532852404045336, "iqa_v2_csiq_mean": 0.922428548336029, "iqa_v2_csiq_min": 0.922428548336029, "iqa_v2_csiq_max": 0.922428548336029, "iqa_v2_tid2013_mean": 0.7142298486497667, "iqa_v2_tid2013_min": 0.7142298486497667, "iqa_v2_tid2013_max": 0.7142298486497667, "iqa_v2_kadid10k_mean": 0.684417724609375, "iqa_v2_kadid10k_min": 0.684417724609375, "iqa_v2_kadid10k_max": 0.684417724609375, "iqa_v2_flive_mean": 0.751843693280461, "iqa_v2_flive_min": 0.751843693280461, "iqa_v2_flive_max": 0.751843693280461, "iqa_v2_spaq_mean": 0.7861886072640468, "iqa_v2_spaq_min": 0.7861886072640468, "iqa_v2_spaq_max": 0.7861886072640468, "iqa_v2_clive_mean": 0.684518525094697, "iqa_v2_clive_min": 0.684518525094697, "iqa_v2_clive_max": 0.684518525094697, "iqa_v2_koniq10k_mean": 0.7169460720486112, "iqa_v2_koniq10k_min": 0.7169460720486112, "iqa_v2_koniq10k_max": 0.7169460720486112, "imdecont": { "jpg": 0.31154584884643555 }, "imdecont_image_match": { "jpg": 265826 }, "imdecont_max": 0.31154584884643555, "imdecont_mean": 0.31154584884643555, "imdecont_min": 0.31154584884643555, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.8125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.8125, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.8125, "clip_score_dfn_public_prev_turn_only_min": 4.40625, "clip_score_dfn_public_prev_turn_only_mean": 4.40625, "clip_score_dfn_public_prev_turn_only_max": 4.40625, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.921875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.921875, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.921875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.5625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.5625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.5625, "clip_score_clip_vitl14_224_next_turn_only_min": 15.6875, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.6875, "clip_score_clip_vitl14_224_next_turn_only_max": 15.6875, "clip_score_dfn_public_next_turn_only_min": 0.309326171875, "clip_score_dfn_public_next_turn_only_mean": 0.309326171875, "clip_score_dfn_public_next_turn_only_max": 0.309326171875, "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": 15.5859375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.5859375, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.5859375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.6875, "clip_score_dfn_public_prev_and_next_turn_min": 4.3125, "clip_score_dfn_public_prev_and_next_turn_mean": 4.3125, "clip_score_dfn_public_prev_and_next_turn_max": 4.3125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.515625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.515625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.34375, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4771.07 }, "im_clarity_mean": 4771.07, "im_clarity_min": 4771.07, "im_clarity_max": 4771.07, "im_luma": { "jpg": 179.88 }, "im_luma_mean": 179.88, "im_luma_min": 179.88, "im_luma_max": 179.88, "im_saturation": { "jpg": 74.16 }, "im_saturation_mean": 74.16, "im_saturation_min": 74.16, "im_saturation_max": 74.16, "im_entropy": { "jpg": 6.98 }, "im_entropy_mean": 6.98, "im_entropy_min": 6.98, "im_entropy_max": 6.98, "unifilter_score_qwen2_5_1_5b": -1.369140625, "unifilter_score_qwen3_0_6b": -0.5908203125, "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": 1.9416169710513606e-25, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 7.427820081830432e-31, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.948898196220398, "language_detection_annotation_nllb_1_lan": "te", "language_detection_annotation_nllb_1_score": 0.0021761686075478792, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.002118723699823022, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.6672289967536926, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.5183565616607666, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.5430507659912109, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.2604619860649109, "text_quality_dolma3_fasttext_score": 0.9927400946617126, "custom_fasttext_val_fasttext_score": 0.0006818771362304688, "custom_fasttext_core_fasttext_score": 8.177757263183594e-05, "custom_fasttext_val_clean_fasttext_score": 0.004232227802276611, "custom_fasttext_core_clean_fasttext_score": 4.7087669372558594e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 8.0 }, "79": { "detoxify": 0, "length_chars": 111, "length_tokens": 1864, "length_tokens_text_only": 73, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7776854929297861, "iqa_live_min": 0.7776854929297861, "iqa_live_max": 0.7776854929297861, "iqa_csiq_mean": 0.923405110836029, "iqa_csiq_min": 0.923405110836029, "iqa_csiq_max": 0.923405110836029, "iqa_tid2013_mean": 0.6007858382331001, "iqa_tid2013_min": 0.6007858382331001, "iqa_tid2013_max": 0.6007858382331001, "iqa_kadid10k_mean": 0.73089599609375, "iqa_kadid10k_min": 0.73089599609375, "iqa_kadid10k_max": 0.73089599609375, "iqa_flive_mean": 0.7120315089370266, "iqa_flive_min": 0.7120315089370266, "iqa_flive_max": 0.7120315089370266, "iqa_spaq_mean": 0.5926122183751579, "iqa_spaq_min": 0.5926122183751579, "iqa_spaq_max": 0.5926122183751579, "iqa_clive_mean": 0.592110104031033, "iqa_clive_min": 0.592110104031033, "iqa_clive_max": 0.592110104031033, "iqa_koniq10k_mean": 0.6951657690183082, "iqa_koniq10k_min": 0.6951657690183082, "iqa_koniq10k_max": 0.6951657690183082, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9153314525107225 }, { "lang": "tl", "score": 0.023550609339278272 }, { "lang": "yo", "score": 0.005923613144415169 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9480825066566467 }, { "lang": "id", "score": 0.0026626347098499537 }, { "lang": "hi", "score": 0.002619575010612607 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7776854929297861, "iqa_v2_live_min": 0.7776854929297861, "iqa_v2_live_max": 0.7776854929297861, "iqa_v2_csiq_mean": 0.923405110836029, "iqa_v2_csiq_min": 0.923405110836029, "iqa_v2_csiq_max": 0.923405110836029, "iqa_v2_tid2013_mean": 0.6007858382331001, "iqa_v2_tid2013_min": 0.6007858382331001, "iqa_v2_tid2013_max": 0.6007858382331001, "iqa_v2_kadid10k_mean": 0.73089599609375, "iqa_v2_kadid10k_min": 0.73089599609375, "iqa_v2_kadid10k_max": 0.73089599609375, "iqa_v2_flive_mean": 0.7120709660077337, "iqa_v2_flive_min": 0.7120709660077337, "iqa_v2_flive_max": 0.7120709660077337, "iqa_v2_spaq_mean": 0.5926122183751579, "iqa_v2_spaq_min": 0.5926122183751579, "iqa_v2_spaq_max": 0.5926122183751579, "iqa_v2_clive_mean": 0.592110104031033, "iqa_v2_clive_min": 0.592110104031033, "iqa_v2_clive_max": 0.592110104031033, "iqa_v2_koniq10k_mean": 0.6951657690183082, "iqa_v2_koniq10k_min": 0.6951657690183082, "iqa_v2_koniq10k_max": 0.6951657690183082, "imdecont": { "jpg": 0.32783710956573486 }, "imdecont_image_match": { "jpg": 265840 }, "imdecont_max": 0.32783710956573486, "imdecont_mean": 0.32783710956573486, "imdecont_min": 0.32783710956573486, "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": 0.84912109375, "clip_score_dfn_public_prev_turn_only_mean": 0.84912109375, "clip_score_dfn_public_prev_turn_only_max": 0.84912109375, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.0625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.0625, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.0625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 14.4765625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 14.4765625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 14.4765625, "clip_score_clip_vitl14_224_next_turn_only_min": 17.5, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.5, "clip_score_clip_vitl14_224_next_turn_only_max": 17.5, "clip_score_dfn_public_next_turn_only_min": 1.607421875, "clip_score_dfn_public_next_turn_only_mean": 1.607421875, "clip_score_dfn_public_next_turn_only_max": 1.607421875, "clip_score_siglip2_b16_224_next_turn_only_min": -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": 16.640625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.640625, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.640625, "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": 0.64404296875, "clip_score_dfn_public_prev_and_next_turn_mean": 0.64404296875, "clip_score_dfn_public_prev_and_next_turn_max": 0.64404296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.703125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.703125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 14.4296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 14.4296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 14.4296875, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 534 }, "im_width_mean": 534.0, "im_width_min": 534, "im_width_max": 534, "im_ar": { "jpg": 0.6675 }, "im_ar_mean": 0.6675, "im_ar_min": 0.6675, "im_ar_max": 0.6675, "im_kilobytes": { "jpg": 1251.56 }, "im_kilobytes_mean": 1251.56, "im_kilobytes_min": 1251.56, "im_kilobytes_max": 1251.56, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1822.87 }, "im_clarity_mean": 1822.87, "im_clarity_min": 1822.87, "im_clarity_max": 1822.87, "im_luma": { "jpg": 122.88 }, "im_luma_mean": 122.88, "im_luma_min": 122.88, "im_luma_max": 122.88, "im_saturation": { "jpg": 94.94 }, "im_saturation_mean": 94.94, "im_saturation_min": 94.94, "im_saturation_max": 94.94, "im_entropy": { "jpg": 7.23 }, "im_entropy_mean": 7.23, "im_entropy_min": 7.23, "im_entropy_max": 7.23, "unifilter_score_qwen2_5_1_5b": -1.66796875, "unifilter_score_qwen3_0_6b": -0.6015625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9153314525107225, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.023550609339278272, "language_detection_annotation_lingua_2_lan": "yo", "language_detection_annotation_lingua_2_score": 0.005923613144415169, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9480825066566467, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.0026626347098499537, "language_detection_annotation_nllb_2_lan": "hi", "language_detection_annotation_nllb_2_score": 0.002619575010612607, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8029153347015381, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.6285216212272644, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9949211478233337, "text_quality_nvidia_edu_nemotron4_score": 0.0295257568359375, "text_quality_nvidia_edu_mixtral_score": 0.1314697265625, "text_quality_dclmbaseline_fasttext_score": 0.9960929155349731, "text_quality_dolma3_fasttext_score": 0.9968393445014954, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0001575946807861328, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 7.0 }, "89": { "detoxify": 1, "length_chars": 166, "length_tokens": 3409, "length_tokens_text_only": 82, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6663376393944326, "iqa_live_min": 0.6663376393944326, "iqa_live_max": 0.6663376393944326, "iqa_csiq_mean": 0.839664876461029, "iqa_csiq_min": 0.839664876461029, "iqa_csiq_max": 0.839664876461029, "iqa_tid2013_mean": 0.4334138764275445, "iqa_tid2013_min": 0.4334138764275445, "iqa_tid2013_max": 0.4334138764275445, "iqa_kadid10k_mean": 0.3919677734375, "iqa_kadid10k_min": 0.3919677734375, "iqa_kadid10k_max": 0.3919677734375, "iqa_flive_mean": 0.7008257008562185, "iqa_flive_min": 0.7008257008562185, "iqa_flive_max": 0.7008257008562185, "iqa_spaq_mean": 0.5036414560645518, "iqa_spaq_min": 0.5036414560645518, "iqa_spaq_max": 0.5036414560645518, "iqa_clive_mean": 0.5154252871118411, "iqa_clive_min": 0.5154252871118411, "iqa_clive_max": 0.5154252871118411, "iqa_koniq10k_mean": 0.630614039873836, "iqa_koniq10k_min": 0.630614039873836, "iqa_koniq10k_max": 0.630614039873836, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999939 }, { "lang": "tl", "score": 5.6890132865896974e-15 }, { "lang": "la", "score": 4.0517949040336337e-16 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8336007595062256 }, { "lang": "id", "score": 0.007847551256418228 }, { "lang": "hi", "score": 0.006597636733204126 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6663376393944326, "iqa_v2_live_min": 0.6663376393944326, "iqa_v2_live_max": 0.6663376393944326, "iqa_v2_csiq_mean": 0.839664876461029, "iqa_v2_csiq_min": 0.839664876461029, "iqa_v2_csiq_max": 0.839664876461029, "iqa_v2_tid2013_mean": 0.4334138764275445, "iqa_v2_tid2013_min": 0.4334138764275445, "iqa_v2_tid2013_max": 0.4334138764275445, "iqa_v2_kadid10k_mean": 0.3919677734375, "iqa_v2_kadid10k_min": 0.3919677734375, "iqa_v2_kadid10k_max": 0.3919677734375, "iqa_v2_flive_mean": 0.7008257008562185, "iqa_v2_flive_min": 0.7008257008562185, "iqa_v2_flive_max": 0.7008257008562185, "iqa_v2_spaq_mean": 0.5036414560645518, "iqa_v2_spaq_min": 0.5036414560645518, "iqa_v2_spaq_max": 0.5036414560645518, "iqa_v2_clive_mean": 0.5154252871118411, "iqa_v2_clive_min": 0.5154252871118411, "iqa_v2_clive_max": 0.5154252871118411, "iqa_v2_koniq10k_mean": 0.630614039873836, "iqa_v2_koniq10k_min": 0.630614039873836, "iqa_v2_koniq10k_max": 0.630614039873836, "imdecont": { "jpg": 0.2608488202095032 }, "imdecont_image_match": { "jpg": 37628 }, "imdecont_max": 0.2608488202095032, "imdecont_mean": 0.2608488202095032, "imdecont_min": 0.2608488202095032, "clip_score_clip_vitl14_224_prev_turn_only_min": 31.90625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 31.90625, "clip_score_clip_vitl14_224_prev_turn_only_max": 31.90625, "clip_score_dfn_public_prev_turn_only_min": 2.509765625, "clip_score_dfn_public_prev_turn_only_mean": 2.509765625, "clip_score_dfn_public_prev_turn_only_max": 2.509765625, "clip_score_siglip2_b16_224_prev_turn_only_min": 6.796875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 6.796875, "clip_score_siglip2_b16_224_prev_turn_only_max": 6.796875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 32.5, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 32.5, "clip_score_longclip_vitl14_224_prev_turn_only_max": 32.5, "clip_score_clip_vitl14_224_next_turn_only_min": 17.546875, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.546875, "clip_score_clip_vitl14_224_next_turn_only_max": 17.546875, "clip_score_dfn_public_next_turn_only_min": 0.08551025390625, "clip_score_dfn_public_next_turn_only_mean": 0.08551025390625, "clip_score_dfn_public_next_turn_only_max": 0.08551025390625, "clip_score_siglip2_b16_224_next_turn_only_min": -9.265625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.265625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.265625, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.8671875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.8671875, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.8671875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 31.84375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 31.84375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 31.84375, "clip_score_dfn_public_prev_and_next_turn_min": 2.1953125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.1953125, "clip_score_dfn_public_prev_and_next_turn_max": 2.1953125, "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": 31.5, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 31.5, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 31.5, "im_height": { "jpg": 607 }, "im_height_mean": 607.0, "im_height_min": 607, "im_height_max": 607, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.3591 }, "im_ar_mean": 1.3591, "im_ar_min": 1.3591, "im_ar_max": 1.3591, "im_kilobytes": { "jpg": 1467.11 }, "im_kilobytes_mean": 1467.11, "im_kilobytes_min": 1467.11, "im_kilobytes_max": 1467.11, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1083.42 }, "im_clarity_mean": 1083.42, "im_clarity_min": 1083.42, "im_clarity_max": 1083.42, "im_luma": { "jpg": 95.77 }, "im_luma_mean": 95.77, "im_luma_min": 95.77, "im_luma_max": 95.77, "im_saturation": { "jpg": 29.98 }, "im_saturation_mean": 29.98, "im_saturation_min": 29.98, "im_saturation_max": 29.98, "im_entropy": { "jpg": 7.22 }, "im_entropy_mean": 7.22, "im_entropy_min": 7.22, "im_entropy_max": 7.22, "unifilter_score_qwen2_5_1_5b": -1.49609375, "unifilter_score_qwen3_0_6b": -0.69287109375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999939, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 5.6890132865896974e-15, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 4.0517949040336337e-16, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8336007595062256, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.007847551256418228, "language_detection_annotation_nllb_2_lan": "hi", "language_detection_annotation_nllb_2_score": 0.006597636733204126, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7477170825004578, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.7845951914787292, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9823421835899353, "text_quality_nvidia_edu_nemotron4_score": 0.35302734375, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9851575493812561, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 8.440017700195312e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00022619962692260742, "custom_fasttext_core_clean_fasttext_score": 4.76837158203125e-07, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 10.0 }, "96": { "detoxify": 1, "length_chars": 198, "length_tokens": 1877, "length_tokens_text_only": 86, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7309683212126143, "iqa_live_min": 0.7309683212126143, "iqa_live_max": 0.7309683212126143, "iqa_csiq_mean": 0.873356282711029, "iqa_csiq_min": 0.873356282711029, "iqa_csiq_max": 0.873356282711029, "iqa_tid2013_mean": 0.5032313134935167, "iqa_tid2013_min": 0.5032313134935167, "iqa_tid2013_max": 0.5032313134935167, "iqa_kadid10k_mean": 0.47998046875, "iqa_kadid10k_min": 0.47998046875, "iqa_kadid10k_max": 0.47998046875, "iqa_flive_mean": 0.7128995644925822, "iqa_flive_min": 0.7128995644925822, "iqa_flive_max": 0.7128995644925822, "iqa_spaq_mean": 0.6580320416074811, "iqa_spaq_min": 0.6580320416074811, "iqa_spaq_max": 0.6580320416074811, "iqa_clive_mean": 0.6668417574179294, "iqa_clive_min": 0.6668417574179294, "iqa_clive_max": 0.6668417574179294, "iqa_koniq10k_mean": 0.682223849826389, "iqa_koniq10k_min": 0.682223849826389, "iqa_koniq10k_max": 0.682223849826389, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "tl", "score": 8.887589569336848e-19 }, { "lang": "nl", "score": 8.138468463735233e-19 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9217069745063782 }, { "lang": "te", "score": 0.00448041083291173 }, { "lang": "pt", "score": 0.0039613861590623856 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7309683212126143, "iqa_v2_live_min": 0.7309683212126143, "iqa_v2_live_max": 0.7309683212126143, "iqa_v2_csiq_mean": 0.873356282711029, "iqa_v2_csiq_min": 0.873356282711029, "iqa_v2_csiq_max": 0.873356282711029, "iqa_v2_tid2013_mean": 0.5032380951775445, "iqa_v2_tid2013_min": 0.5032380951775445, "iqa_v2_tid2013_max": 0.5032380951775445, "iqa_v2_kadid10k_mean": 0.47998046875, "iqa_v2_kadid10k_min": 0.47998046875, "iqa_v2_kadid10k_max": 0.47998046875, "iqa_v2_flive_mean": 0.7128995644925822, "iqa_v2_flive_min": 0.7128995644925822, "iqa_v2_flive_max": 0.7128995644925822, "iqa_v2_spaq_mean": 0.6580320416074811, "iqa_v2_spaq_min": 0.6580320416074811, "iqa_v2_spaq_max": 0.6580320416074811, "iqa_v2_clive_mean": 0.6666839291351011, "iqa_v2_clive_min": 0.6666839291351011, "iqa_v2_clive_max": 0.6666839291351011, "iqa_v2_koniq10k_mean": 0.682223849826389, "iqa_v2_koniq10k_min": 0.682223849826389, "iqa_v2_koniq10k_max": 0.682223849826389, "imdecont": { "jpg": 0.28349781036376953 }, "imdecont_image_match": { "jpg": 265921 }, "imdecont_max": 0.28349781036376953, "imdecont_mean": 0.28349781036376953, "imdecont_min": 0.28349781036376953, "clip_score_clip_vitl14_224_prev_turn_only_min": 23.625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 23.625, "clip_score_clip_vitl14_224_prev_turn_only_max": 23.625, "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": 2.78125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.78125, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.78125, "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": 16.9375, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.9375, "clip_score_clip_vitl14_224_next_turn_only_max": 16.9375, "clip_score_dfn_public_next_turn_only_min": 1.3076171875, "clip_score_dfn_public_next_turn_only_mean": 1.3076171875, "clip_score_dfn_public_next_turn_only_max": 1.3076171875, "clip_score_siglip2_b16_224_next_turn_only_min": -10.25, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.25, "clip_score_siglip2_b16_224_next_turn_only_max": -10.25, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.3046875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.3046875, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.3046875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.640625, "clip_score_dfn_public_prev_and_next_turn_min": 2.30078125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.30078125, "clip_score_dfn_public_prev_and_next_turn_max": 2.30078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.515625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.515625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.46875, "im_height": { "jpg": 533 }, "im_height_mean": 533.0, "im_height_min": 533, "im_height_max": 533, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.5009 }, "im_ar_mean": 1.5009, "im_ar_min": 1.5009, "im_ar_max": 1.5009, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4084.04 }, "im_clarity_mean": 4084.04, "im_clarity_min": 4084.04, "im_clarity_max": 4084.04, "im_luma": { "jpg": 166.54 }, "im_luma_mean": 166.54, "im_luma_min": 166.54, "im_luma_max": 166.54, "im_saturation": { "jpg": 50.67 }, "im_saturation_mean": 50.67, "im_saturation_min": 50.67, "im_saturation_max": 50.67, "im_entropy": { "jpg": 7.47 }, "im_entropy_mean": 7.47, "im_entropy_min": 7.47, "im_entropy_max": 7.47, "unifilter_score_qwen2_5_1_5b": -1.1376953125, "unifilter_score_qwen3_0_6b": -2.537109375, "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": 8.887589569336848e-19, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 8.138468463735233e-19, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9217069745063782, "language_detection_annotation_nllb_1_lan": "te", "language_detection_annotation_nllb_1_score": 0.00448041083291173, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.0039613861590623856, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.8850014209747314, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5386943817138672, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9938044548034668, "text_quality_nvidia_edu_nemotron4_score": 0.65234375, "text_quality_nvidia_edu_mixtral_score": 0.0970458984375, "text_quality_dclmbaseline_fasttext_score": 0.7646488547325134, "text_quality_dolma3_fasttext_score": 0.9999781847000122, "custom_fasttext_val_fasttext_score": 0.0008866786956787109, "custom_fasttext_core_fasttext_score": 0.00047898292541503906, "custom_fasttext_val_clean_fasttext_score": 0.0023996829986572266, "custom_fasttext_core_clean_fasttext_score": 0.0006380677223205566, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 8.0 }, "98": { "detoxify": 0, "length_chars": 104, "length_tokens": 1862, "length_tokens_text_only": 70, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6984556949499882, "iqa_live_min": 0.6984556949499882, "iqa_live_max": 0.6984556949499882, "iqa_csiq_mean": 0.862369954586029, "iqa_csiq_min": 0.862369954586029, "iqa_csiq_max": 0.862369954586029, "iqa_tid2013_mean": 0.4932520654466417, "iqa_tid2013_min": 0.4932520654466417, "iqa_tid2013_max": 0.4932520654466417, "iqa_kadid10k_mean": 0.562744140625, "iqa_kadid10k_min": 0.562744140625, "iqa_kadid10k_max": 0.562744140625, "iqa_flive_mean": 0.7170030998461174, "iqa_flive_min": 0.7170030998461174, "iqa_flive_max": 0.7170030998461174, "iqa_spaq_mean": 0.6543230769610164, "iqa_spaq_min": 0.6543230769610164, "iqa_spaq_max": 0.6543230769610164, "iqa_clive_mean": 0.5689882605966896, "iqa_clive_min": 0.5689882605966896, "iqa_clive_max": 0.5689882605966896, "iqa_koniq10k_mean": 0.6838021326546718, "iqa_koniq10k_min": 0.6838021326546718, "iqa_koniq10k_max": 0.6838021326546718, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8528051125038284 }, { "lang": "tl", "score": 0.018214953391522133 }, { "lang": "da", "score": 0.013760195413825439 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.927397608757019 }, { "lang": "de", "score": 0.004363046959042549 }, { "lang": "fr", "score": 0.004102705977857113 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6984556949499882, "iqa_v2_live_min": 0.6984556949499882, "iqa_v2_live_max": 0.6984556949499882, "iqa_v2_csiq_mean": 0.862369954586029, "iqa_v2_csiq_min": 0.862369954586029, "iqa_v2_csiq_max": 0.862369954586029, "iqa_v2_tid2013_mean": 0.4932520654466417, "iqa_v2_tid2013_min": 0.4932520654466417, "iqa_v2_tid2013_max": 0.4932520654466417, "iqa_v2_kadid10k_mean": 0.562744140625, "iqa_v2_kadid10k_min": 0.562744140625, "iqa_v2_kadid10k_max": 0.562744140625, "iqa_v2_flive_mean": 0.7170030998461174, "iqa_v2_flive_min": 0.7170030998461174, "iqa_v2_flive_max": 0.7170030998461174, "iqa_v2_spaq_mean": 0.6543230769610164, "iqa_v2_spaq_min": 0.6543230769610164, "iqa_v2_spaq_max": 0.6543230769610164, "iqa_v2_clive_mean": 0.5689882605966896, "iqa_v2_clive_min": 0.5689882605966896, "iqa_v2_clive_max": 0.5689882605966896, "iqa_v2_koniq10k_mean": 0.6838021326546718, "iqa_v2_koniq10k_min": 0.6838021326546718, "iqa_v2_koniq10k_max": 0.6838021326546718, "imdecont": { "jpg": 0.9360015392303467 }, "imdecont_image_match": { "jpg": 265970 }, "imdecont_max": 0.9360015392303467, "imdecont_mean": 0.9360015392303467, "imdecont_min": 0.9360015392303467, "clip_score_clip_vitl14_224_prev_turn_only_min": 16.546875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 16.546875, "clip_score_clip_vitl14_224_prev_turn_only_max": 16.546875, "clip_score_dfn_public_prev_turn_only_min": 1.76171875, "clip_score_dfn_public_prev_turn_only_mean": 1.76171875, "clip_score_dfn_public_prev_turn_only_max": 1.76171875, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.859375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.859375, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.859375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 15.1953125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 15.1953125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 15.1953125, "clip_score_clip_vitl14_224_next_turn_only_min": 14.859375, "clip_score_clip_vitl14_224_next_turn_only_mean": 14.859375, "clip_score_clip_vitl14_224_next_turn_only_max": 14.859375, "clip_score_dfn_public_next_turn_only_min": -0.6669921875, "clip_score_dfn_public_next_turn_only_mean": -0.6669921875, "clip_score_dfn_public_next_turn_only_max": -0.6669921875, "clip_score_siglip2_b16_224_next_turn_only_min": -9.671875, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.671875, "clip_score_siglip2_b16_224_next_turn_only_max": -9.671875, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.453125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.453125, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.453125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 16.375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 16.375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 16.375, "clip_score_dfn_public_prev_and_next_turn_min": 1.208984375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.208984375, "clip_score_dfn_public_prev_and_next_turn_max": 1.208984375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 14.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 14.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 14.90625, "im_height": { "jpg": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 266 }, "im_width_mean": 266.0, "im_width_min": 266, "im_width_max": 266, "im_ar": { "jpg": 0.665 }, "im_ar_mean": 0.665, "im_ar_min": 0.665, "im_ar_max": 0.665, "im_kilobytes": { "jpg": 311.72 }, "im_kilobytes_mean": 311.72, "im_kilobytes_min": 311.72, "im_kilobytes_max": 311.72, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2195.16 }, "im_clarity_mean": 2195.16, "im_clarity_min": 2195.16, "im_clarity_max": 2195.16, "im_luma": { "jpg": 149.24 }, "im_luma_mean": 149.24, "im_luma_min": 149.24, "im_luma_max": 149.24, "im_saturation": { "jpg": 50.95 }, "im_saturation_mean": 50.95, "im_saturation_min": 50.95, "im_saturation_max": 50.95, "im_entropy": { "jpg": 7.43 }, "im_entropy_mean": 7.43, "im_entropy_min": 7.43, "im_entropy_max": 7.43, "unifilter_score_qwen2_5_1_5b": -1.2294921875, "unifilter_score_qwen3_0_6b": -0.1131591796875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8528051125038284, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.018214953391522133, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 0.013760195413825439, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.927397608757019, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.004363046959042549, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.004102705977857113, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.5239049792289734, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.3099389970302582, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.6429787874221802, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9995564818382263, "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": 1.6450881958007812e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.0, "within_sample_repetition_detection": 3.0 }, "97": { "detoxify": 0, "length_chars": 93, "length_tokens": 1856, "length_tokens_text_only": 65, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6594721090914022, "iqa_live_min": 0.6594721090914022, "iqa_live_max": 0.6594721090914022, "iqa_csiq_mean": 0.802311360836029, "iqa_csiq_min": 0.802311360836029, "iqa_csiq_max": 0.802311360836029, "iqa_tid2013_mean": 0.3716734250386556, "iqa_tid2013_min": 0.3716734250386556, "iqa_tid2013_max": 0.3716734250386556, "iqa_kadid10k_mean": 0.2457275390625, "iqa_kadid10k_min": 0.2457275390625, "iqa_kadid10k_max": 0.2457275390625, "iqa_flive_mean": 0.6414058184382891, "iqa_flive_min": 0.6414058184382891, "iqa_flive_max": 0.6414058184382891, "iqa_spaq_mean": 0.5201493080216225, "iqa_spaq_min": 0.5201493080216225, "iqa_spaq_max": 0.5201493080216225, "iqa_clive_mean": 0.37533295756638657, "iqa_clive_min": 0.37533295756638657, "iqa_clive_max": 0.37533295756638657, "iqa_koniq10k_mean": 0.6135685853283815, "iqa_koniq10k_min": 0.6135685853283815, "iqa_koniq10k_max": 0.6135685853283815, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9402142553490389 }, { "lang": "tl", "score": 0.027960461629306592 }, { "lang": "nl", "score": 0.011431203811883348 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8520985841751099 }, { "lang": "fr", "score": 0.010487113147974014 }, { "lang": "de", "score": 0.007689797785133123 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6594721090914022, "iqa_v2_live_min": 0.6594721090914022, "iqa_v2_live_max": 0.6594721090914022, "iqa_v2_csiq_mean": 0.802311360836029, "iqa_v2_csiq_min": 0.802311360836029, "iqa_v2_csiq_max": 0.802311360836029, "iqa_v2_tid2013_mean": 0.3716734250386556, "iqa_v2_tid2013_min": 0.3716734250386556, "iqa_v2_tid2013_max": 0.3716734250386556, "iqa_v2_kadid10k_mean": 0.2457275390625, "iqa_v2_kadid10k_min": 0.2457275390625, "iqa_v2_kadid10k_max": 0.2457275390625, "iqa_v2_flive_mean": 0.6414136019620029, "iqa_v2_flive_min": 0.6414136019620029, "iqa_v2_flive_max": 0.6414136019620029, "iqa_v2_spaq_mean": 0.5201098509509154, "iqa_v2_spaq_min": 0.5201098509509154, "iqa_v2_spaq_max": 0.5201098509509154, "iqa_v2_clive_mean": 0.37533295756638657, "iqa_v2_clive_min": 0.37533295756638657, "iqa_v2_clive_max": 0.37533295756638657, "iqa_v2_koniq10k_mean": 0.6135685853283815, "iqa_v2_koniq10k_min": 0.6135685853283815, "iqa_v2_koniq10k_max": 0.6135685853283815, "imdecont": { "jpg": 0.2785031795501709 }, "imdecont_image_match": { "jpg": 182866 }, "imdecont_max": 0.2785031795501709, "imdecont_mean": 0.2785031795501709, "imdecont_min": 0.2785031795501709, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.875, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.875, "clip_score_dfn_public_prev_turn_only_min": 3.822265625, "clip_score_dfn_public_prev_turn_only_mean": 3.822265625, "clip_score_dfn_public_prev_turn_only_max": 3.822265625, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.5, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.5, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.5, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.859375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.859375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.859375, "clip_score_clip_vitl14_224_next_turn_only_min": 12.78125, "clip_score_clip_vitl14_224_next_turn_only_mean": 12.78125, "clip_score_clip_vitl14_224_next_turn_only_max": 12.78125, "clip_score_dfn_public_next_turn_only_min": 1.0498046875, "clip_score_dfn_public_next_turn_only_mean": 1.0498046875, "clip_score_dfn_public_next_turn_only_max": 1.0498046875, "clip_score_siglip2_b16_224_next_turn_only_min": -8.2421875, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.2421875, "clip_score_siglip2_b16_224_next_turn_only_max": -8.2421875, "clip_score_longclip_vitl14_224_next_turn_only_min": 12.734375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 12.734375, "clip_score_longclip_vitl14_224_next_turn_only_max": 12.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.078125, "clip_score_dfn_public_prev_and_next_turn_min": 3.720703125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.720703125, "clip_score_dfn_public_prev_and_next_turn_max": 3.720703125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.671875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.671875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.671875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.1875, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 533 }, "im_width_mean": 533.0, "im_width_min": 533, "im_width_max": 533, "im_ar": { "jpg": 0.6663 }, "im_ar_mean": 0.6663, "im_ar_min": 0.6663, "im_ar_max": 0.6663, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1387.79 }, "im_clarity_mean": 1387.79, "im_clarity_min": 1387.79, "im_clarity_max": 1387.79, "im_luma": { "jpg": 197.66 }, "im_luma_mean": 197.66, "im_luma_min": 197.66, "im_luma_max": 197.66, "im_saturation": { "jpg": 4.66 }, "im_saturation_mean": 4.66, "im_saturation_min": 4.66, "im_saturation_max": 4.66, "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": 1.470703125, "unifilter_score_qwen3_0_6b": 2.46484375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9402142553490389, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.027960461629306592, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.011431203811883348, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8520985841751099, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.010487113147974014, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.007689797785133123, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8364408016204834, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.3356998562812805, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.7223626375198364, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.7310155034065247, "text_quality_dolma3_fasttext_score": 0.9921088218688965, "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": 10.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 9.0 }, "100": { "detoxify": 1, "length_chars": 106, "length_tokens": 3394, "length_tokens_text_only": 67, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7945731191924124, "iqa_live_min": 0.7945731191924124, "iqa_live_max": 0.7945731191924124, "iqa_csiq_mean": 0.877018392086029, "iqa_csiq_min": 0.877018392086029, "iqa_csiq_max": 0.877018392086029, "iqa_tid2013_mean": 0.5893383555942111, "iqa_tid2013_min": 0.5893383555942111, "iqa_tid2013_max": 0.5893383555942111, "iqa_kadid10k_mean": 0.5054931640625, "iqa_kadid10k_min": 0.5054931640625, "iqa_kadid10k_max": 0.5054931640625, "iqa_flive_mean": 0.7058762059067235, "iqa_flive_min": 0.7058762059067235, "iqa_flive_max": 0.7058762059067235, "iqa_spaq_mean": 0.5230691312539457, "iqa_spaq_min": 0.5230691312539457, "iqa_spaq_max": 0.5230691312539457, "iqa_clive_mean": 0.5789314424148714, "iqa_clive_min": 0.5789314424148714, "iqa_clive_max": 0.5789314424148714, "iqa_koniq10k_mean": 0.6506581932607324, "iqa_koniq10k_min": 0.6506581932607324, "iqa_koniq10k_max": 0.6506581932607324, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9878965284321242 }, { "lang": "tl", "score": 0.005418540829706676 }, { "lang": "nb", "score": 0.0012293511681390381 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.938484787940979 }, { "lang": "de", "score": 0.006456343457102776 }, { "lang": "id", "score": 0.005963933654129505 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7945731191924124, "iqa_v2_live_min": 0.7945731191924124, "iqa_v2_live_max": 0.7945731191924124, "iqa_v2_csiq_mean": 0.877018392086029, "iqa_v2_csiq_min": 0.877018392086029, "iqa_v2_csiq_max": 0.877018392086029, "iqa_v2_tid2013_mean": 0.5893383555942111, "iqa_v2_tid2013_min": 0.5893383555942111, "iqa_v2_tid2013_max": 0.5893383555942111, "iqa_v2_kadid10k_mean": 0.5054931640625, "iqa_v2_kadid10k_min": 0.5054931640625, "iqa_v2_kadid10k_max": 0.5054931640625, "iqa_v2_flive_mean": 0.7059156629774306, "iqa_v2_flive_min": 0.7059156629774306, "iqa_v2_flive_max": 0.7059156629774306, "iqa_v2_spaq_mean": 0.5230888597892993, "iqa_v2_spaq_min": 0.5230888597892993, "iqa_v2_spaq_max": 0.5230888597892993, "iqa_v2_clive_mean": 0.5790103565562855, "iqa_v2_clive_min": 0.5790103565562855, "iqa_v2_clive_max": 0.5790103565562855, "iqa_v2_koniq10k_mean": 0.6506581932607324, "iqa_v2_koniq10k_min": 0.6506581932607324, "iqa_v2_koniq10k_max": 0.6506581932607324, "imdecont": { "jpg": 0.2453935742378235 }, "imdecont_image_match": { "jpg": 10644 }, "imdecont_max": 0.2453935742378235, "imdecont_mean": 0.2453935742378235, "imdecont_min": 0.2453935742378235, "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": 1.8515625, "clip_score_dfn_public_prev_turn_only_mean": 1.8515625, "clip_score_dfn_public_prev_turn_only_max": 1.8515625, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.296875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.296875, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.296875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.0, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.0, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.0, "clip_score_clip_vitl14_224_next_turn_only_min": 14.390625, "clip_score_clip_vitl14_224_next_turn_only_mean": 14.390625, "clip_score_clip_vitl14_224_next_turn_only_max": 14.390625, "clip_score_dfn_public_next_turn_only_min": -0.276611328125, "clip_score_dfn_public_next_turn_only_mean": -0.276611328125, "clip_score_dfn_public_next_turn_only_max": -0.276611328125, "clip_score_siglip2_b16_224_next_turn_only_min": -9.78125, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.78125, "clip_score_siglip2_b16_224_next_turn_only_max": -9.78125, "clip_score_longclip_vitl14_224_next_turn_only_min": 12.7578125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 12.7578125, "clip_score_longclip_vitl14_224_next_turn_only_max": 12.7578125, "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": 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": 2.890625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.890625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.890625, "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": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 600 }, "im_width_mean": 600.0, "im_width_min": 600, "im_width_max": 600, "im_ar": { "jpg": 0.75 }, "im_ar_mean": 0.75, "im_ar_min": 0.75, "im_ar_max": 0.75, "im_kilobytes": { "jpg": 1406.25 }, "im_kilobytes_mean": 1406.25, "im_kilobytes_min": 1406.25, "im_kilobytes_max": 1406.25, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1933.82 }, "im_clarity_mean": 1933.82, "im_clarity_min": 1933.82, "im_clarity_max": 1933.82, "im_luma": { "jpg": 157.58 }, "im_luma_mean": 157.58, "im_luma_min": 157.58, "im_luma_max": 157.58, "im_saturation": { "jpg": 36.49 }, "im_saturation_mean": 36.49, "im_saturation_min": 36.49, "im_saturation_max": 36.49, "im_entropy": { "jpg": 7.73 }, "im_entropy_mean": 7.73, "im_entropy_min": 7.73, "im_entropy_max": 7.73, "unifilter_score_qwen2_5_1_5b": -1.0283203125, "unifilter_score_qwen3_0_6b": 0.7744140625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9878965284321242, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.005418540829706676, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 0.0012293511681390381, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.938484787940979, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.006456343457102776, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.005963933654129505, "text_quality_weborganizer_topic_label": "Social Life", "text_quality_weborganizer_topic_score": 0.8349312543869019, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.3663276135921478, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9993863105773926, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.03409397602081299, "text_quality_dolma3_fasttext_score": 0.9999963045120239, "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": 9.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 9.0 }, "90": { "detoxify": 0, "length_chars": 116, "length_tokens": 1867, "length_tokens_text_only": 75, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7246551898994831, "iqa_live_min": 0.7246551898994831, "iqa_live_max": 0.7246551898994831, "iqa_csiq_mean": 0.856022298336029, "iqa_csiq_min": 0.856022298336029, "iqa_csiq_max": 0.856022298336029, "iqa_tid2013_mean": 0.5919425222608777, "iqa_tid2013_min": 0.5919425222608777, "iqa_tid2013_max": 0.5919425222608777, "iqa_kadid10k_mean": 0.467041015625, "iqa_kadid10k_min": 0.467041015625, "iqa_kadid10k_max": 0.467041015625, "iqa_flive_mean": 0.7325886427754105, "iqa_flive_min": 0.7325886427754105, "iqa_flive_max": 0.7325886427754105, "iqa_spaq_mean": 0.585431031506471, "iqa_spaq_min": 0.585431031506471, "iqa_spaq_max": 0.585431031506471, "iqa_clive_mean": 0.5503645232229523, "iqa_clive_min": 0.5503645232229523, "iqa_clive_max": 0.5503645232229523, "iqa_koniq10k_mean": 0.5936822216920179, "iqa_koniq10k_min": 0.5936822216920179, "iqa_koniq10k_max": 0.5936822216920179, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9082915147724661 }, { "lang": "la", "score": 0.015520177313896369 }, { "lang": "tl", "score": 0.010210634736274175 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.783695638179779 }, { "lang": "de", "score": 0.038609545677900314 }, { "lang": "es", "score": 0.015556389465928078 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7248130181823114, "iqa_v2_live_min": 0.7248130181823114, "iqa_v2_live_max": 0.7248130181823114, "iqa_v2_csiq_mean": 0.856022298336029, "iqa_v2_csiq_min": 0.856022298336029, "iqa_v2_csiq_max": 0.856022298336029, "iqa_v2_tid2013_mean": 0.5918882687886555, "iqa_v2_tid2013_min": 0.5918882687886555, "iqa_v2_tid2013_max": 0.5918882687886555, "iqa_v2_kadid10k_mean": 0.467041015625, "iqa_v2_kadid10k_min": 0.467041015625, "iqa_v2_kadid10k_max": 0.467041015625, "iqa_v2_flive_mean": 0.7325886427754105, "iqa_v2_flive_min": 0.7325886427754105, "iqa_v2_flive_max": 0.7325886427754105, "iqa_v2_spaq_mean": 0.585431031506471, "iqa_v2_spaq_min": 0.585431031506471, "iqa_v2_spaq_max": 0.585431031506471, "iqa_v2_clive_mean": 0.5503645232229523, "iqa_v2_clive_min": 0.5503645232229523, "iqa_v2_clive_max": 0.5503645232229523, "iqa_v2_koniq10k_mean": 0.5936822216920179, "iqa_v2_koniq10k_min": 0.5936822216920179, "iqa_v2_koniq10k_max": 0.5936822216920179, "imdecont": { "jpg": 0.27576589584350586 }, "imdecont_image_match": { "jpg": 240850 }, "imdecont_max": 0.27576589584350586, "imdecont_mean": 0.27576589584350586, "imdecont_min": 0.27576589584350586, "clip_score_clip_vitl14_224_prev_turn_only_min": 33.0625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 33.0625, "clip_score_clip_vitl14_224_prev_turn_only_max": 33.0625, "clip_score_dfn_public_prev_turn_only_min": 2.3515625, "clip_score_dfn_public_prev_turn_only_mean": 2.3515625, "clip_score_dfn_public_prev_turn_only_max": 2.3515625, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.328125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.328125, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.328125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 31.28125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 31.28125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 31.28125, "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": 1.0224609375, "clip_score_dfn_public_next_turn_only_mean": 1.0224609375, "clip_score_dfn_public_next_turn_only_max": 1.0224609375, "clip_score_siglip2_b16_224_next_turn_only_min": -7.5390625, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.5390625, "clip_score_siglip2_b16_224_next_turn_only_max": -7.5390625, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.09375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.09375, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 33.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 33.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 33.09375, "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": 2.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 31.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 31.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 31.34375, "im_height": { "jpg": 547 }, "im_height_mean": 547.0, "im_height_min": 547, "im_height_max": 547, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5082 }, "im_ar_mean": 1.5082, "im_ar_min": 1.5082, "im_ar_max": 1.5082, "im_kilobytes": { "jpg": 1322.09 }, "im_kilobytes_mean": 1322.09, "im_kilobytes_min": 1322.09, "im_kilobytes_max": 1322.09, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1065.19 }, "im_clarity_mean": 1065.19, "im_clarity_min": 1065.19, "im_clarity_max": 1065.19, "im_luma": { "jpg": 124.5 }, "im_luma_mean": 124.5, "im_luma_min": 124.5, "im_luma_max": 124.5, "im_saturation": { "jpg": 109.42 }, "im_saturation_mean": 109.42, "im_saturation_min": 109.42, "im_saturation_max": 109.42, "im_entropy": { "jpg": 7.21 }, "im_entropy_mean": 7.21, "im_entropy_min": 7.21, "im_entropy_max": 7.21, "unifilter_score_qwen2_5_1_5b": -3.451171875, "unifilter_score_qwen3_0_6b": 0.779296875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9082915147724661, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 0.015520177313896369, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.010210634736274175, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.783695638179779, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.038609545677900314, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.015556389465928078, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7560791969299316, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.7146995067596436, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.8778083920478821, "text_quality_nvidia_edu_nemotron4_score": 0.058135986328125, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.1383291482925415, "text_quality_dolma3_fasttext_score": 0.7898290753364563, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 9.119510650634766e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.875, "within_sample_repetition_detection": 3.0 }, "110": { "detoxify": 0, "length_chars": 132, "length_tokens": 1356, "length_tokens_text_only": 77, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6014702151520084, "iqa_live_min": 0.6014702151520084, "iqa_live_max": 0.6014702151520084, "iqa_csiq_mean": 0.821354329586029, "iqa_csiq_min": 0.821354329586029, "iqa_csiq_max": 0.821354329586029, "iqa_tid2013_mean": 0.3920727305942111, "iqa_tid2013_min": 0.3920727305942111, "iqa_tid2013_max": 0.3920727305942111, "iqa_kadid10k_mean": 0.1932373046875, "iqa_kadid10k_min": 0.1932373046875, "iqa_kadid10k_max": 0.1932373046875, "iqa_flive_mean": 0.7091116857047034, "iqa_flive_min": 0.7091116857047034, "iqa_flive_max": 0.7091116857047034, "iqa_spaq_mean": 0.5985307789812185, "iqa_spaq_min": 0.5985307789812185, "iqa_spaq_max": 0.5985307789812185, "iqa_clive_mean": 0.5542707732229523, "iqa_clive_min": 0.5542707732229523, "iqa_clive_max": 0.5542707732229523, "iqa_koniq10k_mean": 0.5850016661364623, "iqa_koniq10k_min": 0.5850016661364623, "iqa_koniq10k_max": 0.5850016661364623, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.936263434303896 }, { "lang": "tl", "score": 0.01762026666799708 }, { "lang": "nl", "score": 0.0077084699547970426 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9233486652374268 }, { "lang": "fr", "score": 0.006776638329029083 }, { "lang": "nl", "score": 0.005382508039474487 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6014702151520084, "iqa_v2_live_min": 0.6014702151520084, "iqa_v2_live_max": 0.6014702151520084, "iqa_v2_csiq_mean": 0.821354329586029, "iqa_v2_csiq_min": 0.821354329586029, "iqa_v2_csiq_max": 0.821354329586029, "iqa_v2_tid2013_mean": 0.3920727305942111, "iqa_v2_tid2013_min": 0.3920727305942111, "iqa_v2_tid2013_max": 0.3920727305942111, "iqa_v2_kadid10k_mean": 0.1932373046875, "iqa_v2_kadid10k_min": 0.1932373046875, "iqa_v2_kadid10k_max": 0.1932373046875, "iqa_v2_flive_mean": 0.7091116857047034, "iqa_v2_flive_min": 0.7091116857047034, "iqa_v2_flive_max": 0.7091116857047034, "iqa_v2_spaq_mean": 0.5985307789812185, "iqa_v2_spaq_min": 0.5985307789812185, "iqa_v2_spaq_max": 0.5985307789812185, "iqa_v2_clive_mean": 0.5542707732229523, "iqa_v2_clive_min": 0.5542707732229523, "iqa_v2_clive_max": 0.5542707732229523, "iqa_v2_koniq10k_mean": 0.5850016661364623, "iqa_v2_koniq10k_min": 0.5850016661364623, "iqa_v2_koniq10k_max": 0.5850016661364623, "imdecont": { "jpg": 0.2805384397506714 }, "imdecont_image_match": { "jpg": 248768 }, "imdecont_max": 0.2805384397506714, "imdecont_mean": 0.2805384397506714, "imdecont_min": 0.2805384397506714, "clip_score_clip_vitl14_224_prev_turn_only_min": 31.171875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 31.171875, "clip_score_clip_vitl14_224_prev_turn_only_max": 31.171875, "clip_score_dfn_public_prev_turn_only_min": 0.8486328125, "clip_score_dfn_public_prev_turn_only_mean": 0.8486328125, "clip_score_dfn_public_prev_turn_only_max": 0.8486328125, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.21875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.21875, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.21875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.640625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.640625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.640625, "clip_score_clip_vitl14_224_next_turn_only_min": 16.671875, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.671875, "clip_score_clip_vitl14_224_next_turn_only_max": 16.671875, "clip_score_dfn_public_next_turn_only_min": 0.367919921875, "clip_score_dfn_public_next_turn_only_mean": 0.367919921875, "clip_score_dfn_public_next_turn_only_max": 0.367919921875, "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": 14.734375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.734375, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 31.0, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 31.0, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 31.0, "clip_score_dfn_public_prev_and_next_turn_min": 1.1435546875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.1435546875, "clip_score_dfn_public_prev_and_next_turn_max": 1.1435546875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.953125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.953125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.421875, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 784 }, "im_width_mean": 784.0, "im_width_min": 784, "im_width_max": 784, "im_ar": { "jpg": 0.98 }, "im_ar_mean": 0.98, "im_ar_min": 0.98, "im_ar_max": 0.98, "im_kilobytes": { "jpg": 1837.5 }, "im_kilobytes_mean": 1837.5, "im_kilobytes_min": 1837.5, "im_kilobytes_max": 1837.5, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1937.24 }, "im_clarity_mean": 1937.24, "im_clarity_min": 1937.24, "im_clarity_max": 1937.24, "im_luma": { "jpg": 187.97 }, "im_luma_mean": 187.97, "im_luma_min": 187.97, "im_luma_max": 187.97, "im_saturation": { "jpg": 15.26 }, "im_saturation_mean": 15.26, "im_saturation_min": 15.26, "im_saturation_max": 15.26, "im_entropy": { "jpg": 6.53 }, "im_entropy_mean": 6.53, "im_entropy_min": 6.53, "im_entropy_max": 6.53, "unifilter_score_qwen2_5_1_5b": -0.314453125, "unifilter_score_qwen3_0_6b": -1.6962890625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.936263434303896, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.01762026666799708, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.0077084699547970426, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9233486652374268, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.006776638329029083, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.005382508039474487, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.5783774256706238, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.4170587658882141, "text_quality_nvidia_domain_label": "Adult", "text_quality_nvidia_domain_score": 0.6793031096458435, "text_quality_nvidia_edu_nemotron4_score": 0.302978515625, "text_quality_nvidia_edu_mixtral_score": 0.04888916015625, "text_quality_dclmbaseline_fasttext_score": 0.9424606561660767, "text_quality_dolma3_fasttext_score": 0.8814263939857483, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 4.839897155761719e-05, "custom_fasttext_core_clean_fasttext_score": 6.759166717529297e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 9.0 }, "103": { "detoxify": 1, "length_chars": 151, "length_tokens": 1872, "length_tokens_text_only": 80, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7778433212126143, "iqa_live_min": 0.7778433212126143, "iqa_live_max": 0.7778433212126143, "iqa_csiq_mean": 0.981998860836029, "iqa_csiq_min": 0.981998860836029, "iqa_csiq_max": 0.981998860836029, "iqa_tid2013_mean": 0.5176966455247667, "iqa_tid2013_min": 0.5176966455247667, "iqa_tid2013_max": 0.5176966455247667, "iqa_kadid10k_mean": 0.4456787109375, "iqa_kadid10k_min": 0.4456787109375, "iqa_kadid10k_max": 0.4456787109375, "iqa_flive_mean": 0.7051659786339963, "iqa_flive_min": 0.7051659786339963, "iqa_flive_max": 0.7051659786339963, "iqa_spaq_mean": 0.6897555264559659, "iqa_spaq_min": 0.6897555264559659, "iqa_spaq_max": 0.6897555264559659, "iqa_clive_mean": 0.7249225654987375, "iqa_clive_min": 0.7249225654987375, "iqa_clive_max": 0.7249225654987375, "iqa_koniq10k_mean": 0.716314758917298, "iqa_koniq10k_min": 0.716314758917298, "iqa_koniq10k_max": 0.716314758917298, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9869065274592317 }, { "lang": "tl", "score": 0.004270321408278887 }, { "lang": "nl", "score": 0.0012001279177445824 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9623216986656189 }, { "lang": "ru", "score": 0.0020564536098390818 }, { "lang": "id", "score": 0.001712373341433704 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7778433212126143, "iqa_v2_live_min": 0.7778433212126143, "iqa_v2_live_max": 0.7778433212126143, "iqa_v2_csiq_mean": 0.981998860836029, "iqa_v2_csiq_min": 0.981998860836029, "iqa_v2_csiq_max": 0.981998860836029, "iqa_v2_tid2013_mean": 0.5176966455247667, "iqa_v2_tid2013_min": 0.5176966455247667, "iqa_v2_tid2013_max": 0.5176966455247667, "iqa_v2_kadid10k_mean": 0.4456787109375, "iqa_v2_kadid10k_min": 0.4456787109375, "iqa_v2_kadid10k_max": 0.4456787109375, "iqa_v2_flive_mean": 0.7052054357047033, "iqa_v2_flive_min": 0.7052054357047033, "iqa_v2_flive_max": 0.7052054357047033, "iqa_v2_spaq_mean": 0.6897555264559659, "iqa_v2_spaq_min": 0.6897555264559659, "iqa_v2_spaq_max": 0.6897555264559659, "iqa_v2_clive_mean": 0.7249225654987375, "iqa_v2_clive_min": 0.7249225654987375, "iqa_v2_clive_max": 0.7249225654987375, "iqa_v2_koniq10k_mean": 0.716314758917298, "iqa_v2_koniq10k_min": 0.716314758917298, "iqa_v2_koniq10k_max": 0.716314758917298, "imdecont": { "jpg": 0.3542395830154419 }, "imdecont_image_match": { "jpg": 266015 }, "imdecont_max": 0.3542395830154419, "imdecont_mean": 0.3542395830154419, "imdecont_min": 0.3542395830154419, "clip_score_clip_vitl14_224_prev_turn_only_min": 7.375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 7.375, "clip_score_clip_vitl14_224_prev_turn_only_max": 7.375, "clip_score_dfn_public_prev_turn_only_min": 1.669921875, "clip_score_dfn_public_prev_turn_only_mean": 1.669921875, "clip_score_dfn_public_prev_turn_only_max": 1.669921875, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.140625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.140625, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.140625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 13.0, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 13.0, "clip_score_longclip_vitl14_224_prev_turn_only_max": 13.0, "clip_score_clip_vitl14_224_next_turn_only_min": 12.0703125, "clip_score_clip_vitl14_224_next_turn_only_mean": 12.0703125, "clip_score_clip_vitl14_224_next_turn_only_max": 12.0703125, "clip_score_dfn_public_next_turn_only_min": 1.888671875, "clip_score_dfn_public_next_turn_only_mean": 1.888671875, "clip_score_dfn_public_next_turn_only_max": 1.888671875, "clip_score_siglip2_b16_224_next_turn_only_min": -10.046875, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.046875, "clip_score_siglip2_b16_224_next_turn_only_max": -10.046875, "clip_score_longclip_vitl14_224_next_turn_only_min": 12.5859375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 12.5859375, "clip_score_longclip_vitl14_224_next_turn_only_max": 12.5859375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 9.7578125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 9.7578125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 9.7578125, "clip_score_dfn_public_prev_and_next_turn_min": 1.369140625, "clip_score_dfn_public_prev_and_next_turn_mean": 1.369140625, "clip_score_dfn_public_prev_and_next_turn_max": 1.369140625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 12.8046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 12.8046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 12.8046875, "im_height": { "jpg": 799 }, "im_height_mean": 799.0, "im_height_min": 799, "im_height_max": 799, "im_width": { "jpg": 531 }, "im_width_mean": 531.0, "im_width_min": 531, "im_width_max": 531, "im_ar": { "jpg": 0.6646 }, "im_ar_mean": 0.6646, "im_ar_min": 0.6646, "im_ar_max": 0.6646, "im_kilobytes": { "jpg": 1242.98 }, "im_kilobytes_mean": 1242.98, "im_kilobytes_min": 1242.98, "im_kilobytes_max": 1242.98, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2639.34 }, "im_clarity_mean": 2639.34, "im_clarity_min": 2639.34, "im_clarity_max": 2639.34, "im_luma": { "jpg": 142.04 }, "im_luma_mean": 142.04, "im_luma_min": 142.04, "im_luma_max": 142.04, "im_saturation": { "jpg": 32.68 }, "im_saturation_mean": 32.68, "im_saturation_min": 32.68, "im_saturation_max": 32.68, "im_entropy": { "jpg": 7.49 }, "im_entropy_mean": 7.49, "im_entropy_min": 7.49, "im_entropy_max": 7.49, "unifilter_score_qwen2_5_1_5b": 0.73779296875, "unifilter_score_qwen3_0_6b": -0.6552734375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9869065274592317, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.004270321408278887, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.0012001279177445824, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9623216986656189, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0020564536098390818, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.001712373341433704, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.46471336483955383, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.4115501940250397, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.8158512711524963, "text_quality_nvidia_edu_nemotron4_score": 0.4931640625, "text_quality_nvidia_edu_mixtral_score": 0.38720703125, "text_quality_dclmbaseline_fasttext_score": 0.998924970626831, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.005215466022491455, "custom_fasttext_core_fasttext_score": 0.0003961920738220215, "custom_fasttext_val_clean_fasttext_score": 0.005608737468719482, "custom_fasttext_core_clean_fasttext_score": 0.0002949237823486328, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 3.75, "within_sample_repetition_detection": 4.0 }, "101": { "detoxify": 0, "length_chars": 129, "length_tokens": 1864, "length_tokens_text_only": 72, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6945099878792811, "iqa_live_min": 0.6945099878792811, "iqa_live_max": 0.6945099878792811, "iqa_csiq_mean": 0.866276204586029, "iqa_csiq_min": 0.866276204586029, "iqa_csiq_max": 0.866276204586029, "iqa_tid2013_mean": 0.5019563568962945, "iqa_tid2013_min": 0.5019563568962945, "iqa_tid2013_max": 0.5019563568962945, "iqa_kadid10k_mean": 0.48388671875, "iqa_kadid10k_min": 0.48388671875, "iqa_kadid10k_max": 0.48388671875, "iqa_flive_mean": 0.6862265846946023, "iqa_flive_min": 0.6862265846946023, "iqa_flive_max": 0.6862265846946023, "iqa_spaq_mean": 0.534945709536774, "iqa_spaq_min": 0.534945709536774, "iqa_spaq_max": 0.534945709536774, "iqa_clive_mean": 0.5715135131219421, "iqa_clive_min": 0.5715135131219421, "iqa_clive_max": 0.5715135131219421, "iqa_koniq10k_mean": 0.6547617286142677, "iqa_koniq10k_min": 0.6547617286142677, "iqa_koniq10k_max": 0.6547617286142677, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9592658250321435 }, { "lang": "tl", "score": 0.01083619590311708 }, { "lang": "nl", "score": 0.004767336143895592 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8854286074638367 }, { "lang": "fr", "score": 0.007871052250266075 }, { "lang": "es", "score": 0.00601297989487648 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6945099878792811, "iqa_v2_live_min": 0.6945099878792811, "iqa_v2_live_max": 0.6945099878792811, "iqa_v2_csiq_mean": 0.866276204586029, "iqa_v2_csiq_min": 0.866276204586029, "iqa_v2_csiq_max": 0.866276204586029, "iqa_v2_tid2013_mean": 0.5019902653164333, "iqa_v2_tid2013_min": 0.5019902653164333, "iqa_v2_tid2013_max": 0.5019902653164333, "iqa_v2_kadid10k_mean": 0.48388671875, "iqa_v2_kadid10k_min": 0.48388671875, "iqa_v2_kadid10k_max": 0.48388671875, "iqa_v2_flive_mean": 0.6862265846946023, "iqa_v2_flive_min": 0.6862265846946023, "iqa_v2_flive_max": 0.6862265846946023, "iqa_v2_spaq_mean": 0.534945709536774, "iqa_v2_spaq_min": 0.534945709536774, "iqa_v2_spaq_max": 0.534945709536774, "iqa_v2_clive_mean": 0.571434598980528, "iqa_v2_clive_min": 0.571434598980528, "iqa_v2_clive_max": 0.571434598980528, "iqa_v2_koniq10k_mean": 0.6547617286142677, "iqa_v2_koniq10k_min": 0.6547617286142677, "iqa_v2_koniq10k_max": 0.6547617286142677, "imdecont": { "jpg": 0.22877806425094604 }, "imdecont_image_match": { "jpg": 261136 }, "imdecont_max": 0.22877806425094604, "imdecont_mean": 0.22877806425094604, "imdecont_min": 0.22877806425094604, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.34375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.34375, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.34375, "clip_score_dfn_public_prev_turn_only_min": 3.47265625, "clip_score_dfn_public_prev_turn_only_mean": 3.47265625, "clip_score_dfn_public_prev_turn_only_max": 3.47265625, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.5, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.5, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.5, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.53125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.53125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.53125, "clip_score_clip_vitl14_224_next_turn_only_min": 17.59375, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.59375, "clip_score_clip_vitl14_224_next_turn_only_max": 17.59375, "clip_score_dfn_public_next_turn_only_min": 0.035003662109375, "clip_score_dfn_public_next_turn_only_mean": 0.035003662109375, "clip_score_dfn_public_next_turn_only_max": 0.035003662109375, "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": 15.71875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.71875, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.71875, "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": 3.455078125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.455078125, "clip_score_dfn_public_prev_and_next_turn_max": 3.455078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.09375, "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": 514 }, "im_height_mean": 514.0, "im_height_min": 514, "im_height_max": 514, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.6051 }, "im_ar_mean": 1.6051, "im_ar_min": 1.6051, "im_ar_max": 1.6051, "im_kilobytes": { "jpg": 1242.33 }, "im_kilobytes_mean": 1242.33, "im_kilobytes_min": 1242.33, "im_kilobytes_max": 1242.33, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1499.1 }, "im_clarity_mean": 1499.1, "im_clarity_min": 1499.1, "im_clarity_max": 1499.1, "im_luma": { "jpg": 152.86 }, "im_luma_mean": 152.86, "im_luma_min": 152.86, "im_luma_max": 152.86, "im_saturation": { "jpg": 25.01 }, "im_saturation_mean": 25.01, "im_saturation_min": 25.01, "im_saturation_max": 25.01, "im_entropy": { "jpg": 7.23 }, "im_entropy_mean": 7.23, "im_entropy_min": 7.23, "im_entropy_max": 7.23, "unifilter_score_qwen2_5_1_5b": -1.34375, "unifilter_score_qwen3_0_6b": -0.394287109375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9592658250321435, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.01083619590311708, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.004767336143895592, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8854286074638367, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.007871052250266075, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.00601297989487648, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.6334808468818665, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.40103879570961, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9528781771659851, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9712560176849365, "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": 3.6954879760742188e-06, "custom_fasttext_core_clean_fasttext_score": 1.0251998901367188e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.65625, "within_sample_repetition_detection": 9.0 }, "102": { "detoxify": 0, "length_chars": 161, "length_tokens": 3410, "length_tokens_text_only": 82, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7690049373742306, "iqa_live_min": 0.7690049373742306, "iqa_live_max": 0.7690049373742306, "iqa_csiq_mean": 0.792789876461029, "iqa_csiq_min": 0.792789876461029, "iqa_csiq_max": 0.792789876461029, "iqa_tid2013_mean": 0.5344609684414333, "iqa_tid2013_min": 0.5344609684414333, "iqa_tid2013_max": 0.5344609684414333, "iqa_kadid10k_mean": 0.5545654296875, "iqa_kadid10k_min": 0.5545654296875, "iqa_kadid10k_max": 0.5545654296875, "iqa_flive_mean": 0.7411902841895518, "iqa_flive_min": 0.7411902841895518, "iqa_flive_max": 0.7411902841895518, "iqa_spaq_mean": 0.7211633547387942, "iqa_spaq_min": 0.7211633547387942, "iqa_spaq_max": 0.7211633547387942, "iqa_clive_mean": 0.6399320351957071, "iqa_clive_min": 0.6399320351957071, "iqa_clive_max": 0.6399320351957071, "iqa_koniq10k_mean": 0.6755950619476011, "iqa_koniq10k_min": 0.6755950619476011, "iqa_koniq10k_max": 0.6755950619476011, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "nn", "score": 6.718448665037181e-21 }, { "lang": "da", "score": 1.5111740700082966e-21 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9939565062522888 }, { "lang": "de", "score": 0.000712695240508765 }, { "lang": "ru", "score": 0.0006976714939810336 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7690049373742306, "iqa_v2_live_min": 0.7690049373742306, "iqa_v2_live_max": 0.7690049373742306, "iqa_v2_csiq_mean": 0.792789876461029, "iqa_v2_csiq_min": 0.792789876461029, "iqa_v2_csiq_max": 0.792789876461029, "iqa_v2_tid2013_mean": 0.5344609684414333, "iqa_v2_tid2013_min": 0.5344609684414333, "iqa_v2_tid2013_max": 0.5344609684414333, "iqa_v2_kadid10k_mean": 0.5545654296875, "iqa_v2_kadid10k_min": 0.5545654296875, "iqa_v2_kadid10k_max": 0.5545654296875, "iqa_v2_flive_mean": 0.7411902841895518, "iqa_v2_flive_min": 0.7411902841895518, "iqa_v2_flive_max": 0.7411902841895518, "iqa_v2_spaq_mean": 0.7211633547387942, "iqa_v2_spaq_min": 0.7211633547387942, "iqa_v2_spaq_max": 0.7211633547387942, "iqa_v2_clive_mean": 0.6399320351957071, "iqa_v2_clive_min": 0.6399320351957071, "iqa_v2_clive_max": 0.6399320351957071, "iqa_v2_koniq10k_mean": 0.6755950619476011, "iqa_v2_koniq10k_min": 0.6755950619476011, "iqa_v2_koniq10k_max": 0.6755950619476011, "imdecont": { "jpg": 0.25279712677001953 }, "imdecont_image_match": { "jpg": 266027 }, "imdecont_max": 0.25279712677001953, "imdecont_mean": 0.25279712677001953, "imdecont_min": 0.25279712677001953, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.078125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.078125, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.078125, "clip_score_dfn_public_prev_turn_only_min": 2.8359375, "clip_score_dfn_public_prev_turn_only_mean": 2.8359375, "clip_score_dfn_public_prev_turn_only_max": 2.8359375, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.046875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.046875, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.046875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.75, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.75, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.75, "clip_score_clip_vitl14_224_next_turn_only_min": 17.5, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.5, "clip_score_clip_vitl14_224_next_turn_only_max": 17.5, "clip_score_dfn_public_next_turn_only_min": 1.419921875, "clip_score_dfn_public_next_turn_only_mean": 1.419921875, "clip_score_dfn_public_next_turn_only_max": 1.419921875, "clip_score_siglip2_b16_224_next_turn_only_min": -6.59375, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.59375, "clip_score_siglip2_b16_224_next_turn_only_max": -6.59375, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.3125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.3125, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.3125, "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": 3.28515625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.28515625, "clip_score_dfn_public_prev_and_next_turn_max": 3.28515625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.828125, "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": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 300 }, "im_width_mean": 300.0, "im_width_min": 300, "im_width_max": 300, "im_ar": { "jpg": 0.75 }, "im_ar_mean": 0.75, "im_ar_min": 0.75, "im_ar_max": 0.75, "im_kilobytes": { "jpg": 351.56 }, "im_kilobytes_mean": 351.56, "im_kilobytes_min": 351.56, "im_kilobytes_max": 351.56, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 6196.95 }, "im_clarity_mean": 6196.95, "im_clarity_min": 6196.95, "im_clarity_max": 6196.95, "im_luma": { "jpg": 148.35 }, "im_luma_mean": 148.35, "im_luma_min": 148.35, "im_luma_max": 148.35, "im_saturation": { "jpg": 75.44 }, "im_saturation_mean": 75.44, "im_saturation_min": 75.44, "im_saturation_max": 75.44, "im_entropy": { "jpg": 7.82 }, "im_entropy_mean": 7.82, "im_entropy_min": 7.82, "im_entropy_max": 7.82, "unifilter_score_qwen2_5_1_5b": 0.666015625, "unifilter_score_qwen3_0_6b": 0.30712890625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "nn", "language_detection_annotation_lingua_1_score": 6.718448665037181e-21, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 1.5111740700082966e-21, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9939565062522888, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.000712695240508765, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.0006976714939810336, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7501453161239624, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.6735677719116211, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9989639520645142, "text_quality_nvidia_edu_nemotron4_score": 0.031768798828125, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9920145869255066, "text_quality_dolma3_fasttext_score": 0.999951958656311, "custom_fasttext_val_fasttext_score": 0.004815280437469482, "custom_fasttext_core_fasttext_score": 0.0016425848007202148, "custom_fasttext_val_clean_fasttext_score": 0.005250990390777588, "custom_fasttext_core_clean_fasttext_score": 0.0017661452293395996, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.5625, "within_sample_repetition_detection": 4.0 }, "105": { "detoxify": 0, "length_chars": 175, "length_tokens": 1875, "length_tokens_text_only": 83, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7069784222227153, "iqa_live_min": 0.7069784222227153, "iqa_live_max": 0.7069784222227153, "iqa_csiq_mean": 0.797916829586029, "iqa_csiq_min": 0.797916829586029, "iqa_csiq_max": 0.797916829586029, "iqa_tid2013_mean": 0.4683124224344889, "iqa_tid2013_min": 0.4683124224344889, "iqa_tid2013_max": 0.4683124224344889, "iqa_kadid10k_mean": 0.6128387451171875, "iqa_kadid10k_min": 0.6128387451171875, "iqa_kadid10k_max": 0.6128387451171875, "iqa_flive_mean": 0.7487660417653094, "iqa_flive_min": 0.7487660417653094, "iqa_flive_max": 0.7487660417653094, "iqa_spaq_mean": 0.7273186577690973, "iqa_spaq_min": 0.7273186577690973, "iqa_spaq_max": 0.7273186577690973, "iqa_clive_mean": 0.751437717013889, "iqa_clive_min": 0.751437717013889, "iqa_clive_max": 0.751437717013889, "iqa_koniq10k_mean": 0.7191556680082072, "iqa_koniq10k_min": 0.7191556680082072, "iqa_koniq10k_max": 0.7191556680082072, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "nn", "score": 2.283488595623861e-23 }, { "lang": "tl", "score": 3.826181912196751e-24 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9094770550727844 }, { "lang": "pt", "score": 0.005387299694120884 }, { "lang": "es", "score": 0.0051414454355835915 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7069784222227153, "iqa_v2_live_min": 0.7069784222227153, "iqa_v2_live_max": 0.7069784222227153, "iqa_v2_csiq_mean": 0.797916829586029, "iqa_v2_csiq_min": 0.797916829586029, "iqa_v2_csiq_max": 0.797916829586029, "iqa_v2_tid2013_mean": 0.4683259858025445, "iqa_v2_tid2013_min": 0.4683259858025445, "iqa_v2_tid2013_max": 0.4683259858025445, "iqa_v2_kadid10k_mean": 0.612823486328125, "iqa_v2_kadid10k_min": 0.612823486328125, "iqa_v2_kadid10k_max": 0.612823486328125, "iqa_v2_flive_mean": 0.7487660417653094, "iqa_v2_flive_min": 0.7487660417653094, "iqa_v2_flive_max": 0.7487660417653094, "iqa_v2_spaq_mean": 0.7273186577690973, "iqa_v2_spaq_min": 0.7273186577690973, "iqa_v2_spaq_max": 0.7273186577690973, "iqa_v2_clive_mean": 0.751437717013889, "iqa_v2_clive_min": 0.751437717013889, "iqa_v2_clive_max": 0.751437717013889, "iqa_v2_koniq10k_mean": 0.7191556680082072, "iqa_v2_koniq10k_min": 0.7191556680082072, "iqa_v2_koniq10k_max": 0.7191556680082072, "imdecont": { "jpg": 0.3210498094558716 }, "imdecont_image_match": { "jpg": 108238 }, "imdecont_max": 0.3210498094558716, "imdecont_mean": 0.3210498094558716, "imdecont_min": 0.3210498094558716, "clip_score_clip_vitl14_224_prev_turn_only_min": 32.21875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 32.21875, "clip_score_clip_vitl14_224_prev_turn_only_max": 32.21875, "clip_score_dfn_public_prev_turn_only_min": 3.103515625, "clip_score_dfn_public_prev_turn_only_mean": 3.103515625, "clip_score_dfn_public_prev_turn_only_max": 3.103515625, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.71875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.71875, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.71875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.3125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.3125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.3125, "clip_score_clip_vitl14_224_next_turn_only_min": 16.328125, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.328125, "clip_score_clip_vitl14_224_next_turn_only_max": 16.328125, "clip_score_dfn_public_next_turn_only_min": -0.304443359375, "clip_score_dfn_public_next_turn_only_mean": -0.304443359375, "clip_score_dfn_public_next_turn_only_max": -0.304443359375, "clip_score_siglip2_b16_224_next_turn_only_min": -10.4609375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.4609375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.4609375, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.25, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.25, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.25, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 32.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 32.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 32.09375, "clip_score_dfn_public_prev_and_next_turn_min": 3.134765625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.134765625, "clip_score_dfn_public_prev_and_next_turn_max": 3.134765625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.90625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.90625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 28.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.203125, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 6065.3 }, "im_clarity_mean": 6065.3, "im_clarity_min": 6065.3, "im_clarity_max": 6065.3, "im_luma": { "jpg": 143.27 }, "im_luma_mean": 143.27, "im_luma_min": 143.27, "im_luma_max": 143.27, "im_saturation": { "jpg": 83.35 }, "im_saturation_mean": 83.35, "im_saturation_min": 83.35, "im_saturation_max": 83.35, "im_entropy": { "jpg": 7.64 }, "im_entropy_mean": 7.64, "im_entropy_min": 7.64, "im_entropy_max": 7.64, "unifilter_score_qwen2_5_1_5b": -1.6240234375, "unifilter_score_qwen3_0_6b": -0.2037353515625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "nn", "language_detection_annotation_lingua_1_score": 2.283488595623861e-23, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 3.826181912196751e-24, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9094770550727844, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.005387299694120884, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.0051414454355835915, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.941611647605896, "text_quality_weborganizer_format_label": "Creative Writing", "text_quality_weborganizer_format_score": 0.23955635726451874, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9959740042686462, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9995027780532837, "text_quality_dolma3_fasttext_score": 0.9825252294540405, "custom_fasttext_val_fasttext_score": 0.00125044584274292, "custom_fasttext_core_fasttext_score": 1.1086463928222656e-05, "custom_fasttext_val_clean_fasttext_score": 0.0012412071228027344, "custom_fasttext_core_clean_fasttext_score": 3.8743019104003906e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 5.71875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 4.34375, "within_sample_repetition_detection": 10.0 }, "57": { "detoxify": 0, "length_chars": 193, "length_tokens": 868, "length_tokens_text_only": 100, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7667953414146346, "iqa_live_min": 0.7667953414146346, "iqa_live_max": 0.7667953414146346, "iqa_csiq_mean": 0.845768392086029, "iqa_csiq_min": 0.845768392086029, "iqa_csiq_max": 0.845768392086029, "iqa_tid2013_mean": 0.5507098833719889, "iqa_tid2013_min": 0.5507098833719889, "iqa_tid2013_max": 0.5507098833719889, "iqa_kadid10k_mean": 0.6629180908203125, "iqa_kadid10k_min": 0.6629180908203125, "iqa_kadid10k_max": 0.6629180908203125, "iqa_flive_mean": 0.715069703381471, "iqa_flive_min": 0.715069703381471, "iqa_flive_max": 0.715069703381471, "iqa_spaq_mean": 0.5933224456478852, "iqa_spaq_min": 0.5933224456478852, "iqa_spaq_max": 0.5933224456478852, "iqa_clive_mean": 0.5791681848391138, "iqa_clive_min": 0.5791681848391138, "iqa_clive_max": 0.5791681848391138, "iqa_koniq10k_mean": 0.6803299104324495, "iqa_koniq10k_min": 0.6803299104324495, "iqa_koniq10k_max": 0.6803299104324495, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999999 }, { "lang": "nb", "score": 7.682317713612042e-17 }, { "lang": "de", "score": 6.061386819651801e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8383167386054993 }, { "lang": "hu", "score": 0.012229975312948227 }, { "lang": "fr", "score": 0.010236380621790886 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7667953414146346, "iqa_v2_live_min": 0.7667953414146346, "iqa_v2_live_max": 0.7667953414146346, "iqa_v2_csiq_mean": 0.845768392086029, "iqa_v2_csiq_min": 0.845768392086029, "iqa_v2_csiq_max": 0.845768392086029, "iqa_v2_tid2013_mean": 0.5507098833719889, "iqa_v2_tid2013_min": 0.5507098833719889, "iqa_v2_tid2013_max": 0.5507098833719889, "iqa_v2_kadid10k_mean": 0.6629180908203125, "iqa_v2_kadid10k_min": 0.6629180908203125, "iqa_v2_kadid10k_max": 0.6629180908203125, "iqa_v2_flive_mean": 0.715069703381471, "iqa_v2_flive_min": 0.715069703381471, "iqa_v2_flive_max": 0.715069703381471, "iqa_v2_spaq_mean": 0.5933224456478852, "iqa_v2_spaq_min": 0.5933224456478852, "iqa_v2_spaq_max": 0.5933224456478852, "iqa_v2_clive_mean": 0.5791681848391138, "iqa_v2_clive_min": 0.5791681848391138, "iqa_v2_clive_max": 0.5791681848391138, "iqa_v2_koniq10k_mean": 0.6803299104324495, "iqa_v2_koniq10k_min": 0.6803299104324495, "iqa_v2_koniq10k_max": 0.6803299104324495, "imdecont": { "jpg": 0.26392555236816406 }, "imdecont_image_match": { "jpg": 265963 }, "imdecont_max": 0.26392555236816406, "imdecont_mean": 0.26392555236816406, "imdecont_min": 0.26392555236816406, "clip_score_clip_vitl14_224_prev_turn_only_min": 33.6875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 33.6875, "clip_score_clip_vitl14_224_prev_turn_only_max": 33.6875, "clip_score_dfn_public_prev_turn_only_min": 1.7822265625, "clip_score_dfn_public_prev_turn_only_mean": 1.7822265625, "clip_score_dfn_public_prev_turn_only_max": 1.7822265625, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.453125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.453125, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.453125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.296875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.296875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.296875, "clip_score_clip_vitl14_224_next_turn_only_min": 16.609375, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.609375, "clip_score_clip_vitl14_224_next_turn_only_max": 16.609375, "clip_score_dfn_public_next_turn_only_min": 1.1435546875, "clip_score_dfn_public_next_turn_only_mean": 1.1435546875, "clip_score_dfn_public_next_turn_only_max": 1.1435546875, "clip_score_siglip2_b16_224_next_turn_only_min": -8.4609375, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.4609375, "clip_score_siglip2_b16_224_next_turn_only_max": -8.4609375, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.8828125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.8828125, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.8828125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 33.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 33.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 33.28125, "clip_score_dfn_public_prev_and_next_turn_min": 2.060546875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.060546875, "clip_score_dfn_public_prev_and_next_turn_max": 2.060546875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 7.125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 7.125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 7.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 28.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.078125, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 423 }, "im_width_mean": 423.0, "im_width_min": 423, "im_width_max": 423, "im_ar": { "jpg": 0.5288 }, "im_ar_mean": 0.5288, "im_ar_min": 0.5288, "im_ar_max": 0.5288, "im_kilobytes": { "jpg": 991.41 }, "im_kilobytes_mean": 991.41, "im_kilobytes_min": 991.41, "im_kilobytes_max": 991.41, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3142.97 }, "im_clarity_mean": 3142.97, "im_clarity_min": 3142.97, "im_clarity_max": 3142.97, "im_luma": { "jpg": 131.78 }, "im_luma_mean": 131.78, "im_luma_min": 131.78, "im_luma_max": 131.78, "im_saturation": { "jpg": 38.21 }, "im_saturation_mean": 38.21, "im_saturation_min": 38.21, "im_saturation_max": 38.21, "im_entropy": { "jpg": 6.81 }, "im_entropy_mean": 6.81, "im_entropy_min": 6.81, "im_entropy_max": 6.81, "unifilter_score_qwen2_5_1_5b": 1.2802734375, "unifilter_score_qwen3_0_6b": 0.72607421875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999999, "language_detection_annotation_lingua_1_lan": "nb", "language_detection_annotation_lingua_1_score": 7.682317713612042e-17, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 6.061386819651801e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8383167386054993, "language_detection_annotation_nllb_1_lan": "hu", "language_detection_annotation_nllb_1_score": 0.012229975312948227, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.010236380621790886, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.5400213003158569, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.2680445909500122, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.9588435888290405, "text_quality_nvidia_edu_nemotron4_score": 0.49267578125, "text_quality_nvidia_edu_mixtral_score": 0.09832763671875, "text_quality_dclmbaseline_fasttext_score": 0.0002670884132385254, "text_quality_dolma3_fasttext_score": 0.0, "custom_fasttext_val_fasttext_score": 0.0007203221321105957, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0015831589698791504, "custom_fasttext_core_clean_fasttext_score": 0.0001245737075805664, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.40625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 4.71875, "within_sample_repetition_detection": 4.0 }, "112": { "detoxify": 1, "length_chars": 105, "length_tokens": 1863, "length_tokens_text_only": 71, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7696362505055437, "iqa_live_min": 0.7696362505055437, "iqa_live_max": 0.7696362505055437, "iqa_csiq_mean": 0.944401204586029, "iqa_csiq_min": 0.944401204586029, "iqa_csiq_max": 0.944401204586029, "iqa_tid2013_mean": 0.5875479910108777, "iqa_tid2013_min": 0.5875479910108777, "iqa_tid2013_max": 0.5875479910108777, "iqa_kadid10k_mean": 0.575439453125, "iqa_kadid10k_min": 0.575439453125, "iqa_kadid10k_max": 0.575439453125, "iqa_flive_mean": 0.7100191983309659, "iqa_flive_min": 0.7100191983309659, "iqa_flive_max": 0.7100191983309659, "iqa_spaq_mean": 0.5984518648398044, "iqa_spaq_min": 0.5984518648398044, "iqa_spaq_max": 0.5984518648398044, "iqa_clive_mean": 0.5925835888795179, "iqa_clive_min": 0.5925835888795179, "iqa_clive_max": 0.5925835888795179, "iqa_koniq10k_mean": 0.7172617286142677, "iqa_koniq10k_min": 0.7172617286142677, "iqa_koniq10k_max": 0.7172617286142677, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.7247950521088452 }, { "lang": "nn", "score": 0.026571919600349492 }, { "lang": "nb", "score": 0.02563615210084162 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9110461473464966 }, { "lang": "nl", "score": 0.006594246253371239 }, { "lang": "id", "score": 0.005519012454897165 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7696362505055437, "iqa_v2_live_min": 0.7696362505055437, "iqa_v2_live_max": 0.7696362505055437, "iqa_v2_csiq_mean": 0.944401204586029, "iqa_v2_csiq_min": 0.944401204586029, "iqa_v2_csiq_max": 0.944401204586029, "iqa_v2_tid2013_mean": 0.5875479910108777, "iqa_v2_tid2013_min": 0.5875479910108777, "iqa_v2_tid2013_max": 0.5875479910108777, "iqa_v2_kadid10k_mean": 0.575439453125, "iqa_v2_kadid10k_min": 0.575439453125, "iqa_v2_kadid10k_max": 0.575439453125, "iqa_v2_flive_mean": 0.7100191983309659, "iqa_v2_flive_min": 0.7100191983309659, "iqa_v2_flive_max": 0.7100191983309659, "iqa_v2_spaq_mean": 0.5984518648398044, "iqa_v2_spaq_min": 0.5984518648398044, "iqa_v2_spaq_max": 0.5984518648398044, "iqa_v2_clive_mean": 0.5925835888795179, "iqa_v2_clive_min": 0.5925835888795179, "iqa_v2_clive_max": 0.5925835888795179, "iqa_v2_koniq10k_mean": 0.7172617286142677, "iqa_v2_koniq10k_min": 0.7172617286142677, "iqa_v2_koniq10k_max": 0.7172617286142677, "imdecont": { "jpg": 0.3144565224647522 }, "imdecont_image_match": { "jpg": 266005 }, "imdecont_max": 0.3144565224647522, "imdecont_mean": 0.3144565224647522, "imdecont_min": 0.3144565224647522, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.125, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.125, "clip_score_dfn_public_prev_turn_only_min": 2.447265625, "clip_score_dfn_public_prev_turn_only_mean": 2.447265625, "clip_score_dfn_public_prev_turn_only_max": 2.447265625, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.109375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.109375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.109375, "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": 17.265625, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.265625, "clip_score_clip_vitl14_224_next_turn_only_max": 17.265625, "clip_score_dfn_public_next_turn_only_min": 1.1318359375, "clip_score_dfn_public_next_turn_only_mean": 1.1318359375, "clip_score_dfn_public_next_turn_only_max": 1.1318359375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.984375, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.984375, "clip_score_siglip2_b16_224_next_turn_only_max": -9.984375, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.7734375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.7734375, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.7734375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 19.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 19.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 19.78125, "clip_score_dfn_public_prev_and_next_turn_min": 1.763671875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.763671875, "clip_score_dfn_public_prev_and_next_turn_max": 1.763671875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.484375, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2002.43 }, "im_clarity_mean": 2002.43, "im_clarity_min": 2002.43, "im_clarity_max": 2002.43, "im_luma": { "jpg": 117.77 }, "im_luma_mean": 117.77, "im_luma_min": 117.77, "im_luma_max": 117.77, "im_saturation": { "jpg": 69.63 }, "im_saturation_mean": 69.63, "im_saturation_min": 69.63, "im_saturation_max": 69.63, "im_entropy": { "jpg": 7.21 }, "im_entropy_mean": 7.21, "im_entropy_min": 7.21, "im_entropy_max": 7.21, "unifilter_score_qwen2_5_1_5b": -1.478515625, "unifilter_score_qwen3_0_6b": 2.013671875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.7247950521088452, "language_detection_annotation_lingua_1_lan": "nn", "language_detection_annotation_lingua_1_score": 0.026571919600349492, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 0.02563615210084162, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9110461473464966, "language_detection_annotation_nllb_1_lan": "nl", "language_detection_annotation_nllb_1_score": 0.006594246253371239, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.005519012454897165, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.8109924793243408, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.3543302118778229, "text_quality_nvidia_domain_label": "Computers_and_Electronics", "text_quality_nvidia_domain_score": 0.7225378155708313, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.97799152135849, "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": 8.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.125, "within_sample_repetition_detection": 9.0 }, "106": { "detoxify": 1, "length_chars": 125, "length_tokens": 1098, "length_tokens_text_only": 75, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.5449676898994831, "iqa_live_min": 0.5449676898994831, "iqa_live_max": 0.5449676898994831, "iqa_csiq_mean": 0.805973470211029, "iqa_csiq_min": 0.805973470211029, "iqa_csiq_max": 0.805973470211029, "iqa_tid2013_mean": 0.5116066932678223, "iqa_tid2013_min": 0.5116066932678223, "iqa_tid2013_max": 0.5116066932678223, "iqa_kadid10k_mean": 0.4561767578125, "iqa_kadid10k_min": 0.4561767578125, "iqa_kadid10k_max": 0.4561767578125, "iqa_flive_mean": 0.682714905401673, "iqa_flive_min": 0.682714905401673, "iqa_flive_max": 0.682714905401673, "iqa_spaq_mean": 0.4954340770991162, "iqa_spaq_min": 0.4954340770991162, "iqa_spaq_max": 0.4954340770991162, "iqa_clive_mean": 0.5674099777684067, "iqa_clive_min": 0.5674099777684067, "iqa_clive_max": 0.5674099777684067, "iqa_koniq10k_mean": 0.5147680802778765, "iqa_koniq10k_min": 0.5147680802778765, "iqa_koniq10k_max": 0.5147680802778765, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8506037009532693 }, { "lang": "nl", "score": 0.03011157643719179 }, { "lang": "de", "score": 0.024871557866589927 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8825930953025818 }, { "lang": "fr", "score": 0.010595305822789669 }, { "lang": "nl", "score": 0.006243604701012373 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.5449676898994831, "iqa_v2_live_min": 0.5449676898994831, "iqa_v2_live_max": 0.5449676898994831, "iqa_v2_csiq_mean": 0.805973470211029, "iqa_v2_csiq_min": 0.805973470211029, "iqa_v2_csiq_max": 0.805973470211029, "iqa_v2_tid2013_mean": 0.5116066932678223, "iqa_v2_tid2013_min": 0.5116066932678223, "iqa_v2_tid2013_max": 0.5116066932678223, "iqa_v2_kadid10k_mean": 0.4561767578125, "iqa_v2_kadid10k_min": 0.4561767578125, "iqa_v2_kadid10k_max": 0.4561767578125, "iqa_v2_flive_mean": 0.682714905401673, "iqa_v2_flive_min": 0.682714905401673, "iqa_v2_flive_max": 0.682714905401673, "iqa_v2_spaq_mean": 0.4954340770991162, "iqa_v2_spaq_min": 0.4954340770991162, "iqa_v2_spaq_max": 0.4954340770991162, "iqa_v2_clive_mean": 0.5674099777684067, "iqa_v2_clive_min": 0.5674099777684067, "iqa_v2_clive_max": 0.5674099777684067, "iqa_v2_koniq10k_mean": 0.5147680802778765, "iqa_v2_koniq10k_min": 0.5147680802778765, "iqa_v2_koniq10k_max": 0.5147680802778765, "imdecont": { "jpg": 0.38262808322906494 }, "imdecont_image_match": { "jpg": 17699 }, "imdecont_max": 0.38262808322906494, "imdecont_mean": 0.38262808322906494, "imdecont_min": 0.38262808322906494, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.078125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.078125, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.078125, "clip_score_dfn_public_prev_turn_only_min": 2.65234375, "clip_score_dfn_public_prev_turn_only_mean": 2.65234375, "clip_score_dfn_public_prev_turn_only_max": 2.65234375, "clip_score_siglip2_b16_224_prev_turn_only_min": 6.0625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 6.0625, "clip_score_siglip2_b16_224_prev_turn_only_max": 6.0625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.0, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.0, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.0, "clip_score_clip_vitl14_224_next_turn_only_min": 18.21875, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.21875, "clip_score_clip_vitl14_224_next_turn_only_max": 18.21875, "clip_score_dfn_public_next_turn_only_min": 0.79736328125, "clip_score_dfn_public_next_turn_only_mean": 0.79736328125, "clip_score_dfn_public_next_turn_only_max": 0.79736328125, "clip_score_siglip2_b16_224_next_turn_only_min": -10.109375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.109375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.109375, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.265625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.265625, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.296875, "clip_score_dfn_public_prev_and_next_turn_min": 2.51953125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.51953125, "clip_score_dfn_public_prev_and_next_turn_max": 2.51953125, "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": 24.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.96875, "im_height": { "jpg": 291 }, "im_height_mean": 291.0, "im_height_min": 291, "im_height_max": 291, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 2.8351 }, "im_ar_mean": 2.8351, "im_ar_min": 2.8351, "im_ar_max": 2.8351, "im_kilobytes": { "jpg": 703.34 }, "im_kilobytes_mean": 703.34, "im_kilobytes_min": 703.34, "im_kilobytes_max": 703.34, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4095.87 }, "im_clarity_mean": 4095.87, "im_clarity_min": 4095.87, "im_clarity_max": 4095.87, "im_luma": { "jpg": 180.78 }, "im_luma_mean": 180.78, "im_luma_min": 180.78, "im_luma_max": 180.78, "im_saturation": { "jpg": 7.79 }, "im_saturation_mean": 7.79, "im_saturation_min": 7.79, "im_saturation_max": 7.79, "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": -1.62890625, "unifilter_score_qwen3_0_6b": 0.67919921875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8506037009532693, "language_detection_annotation_lingua_1_lan": "nl", "language_detection_annotation_lingua_1_score": 0.03011157643719179, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 0.024871557866589927, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8825930953025818, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.010595305822789669, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.006243604701012373, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.32136663794517517, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.3735835552215576, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.5511489510536194, "text_quality_nvidia_edu_nemotron4_score": 0.245361328125, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9793286919593811, "text_quality_dolma3_fasttext_score": 0.9998518228530884, "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": 9.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 8.0 }, "114": { "detoxify": 1, "length_chars": 171, "length_tokens": 1879, "length_tokens_text_only": 88, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7901539272732205, "iqa_live_min": 0.7901539272732205, "iqa_live_max": 0.7901539272732205, "iqa_csiq_mean": 0.903873860836029, "iqa_csiq_min": 0.903873860836029, "iqa_csiq_max": 0.903873860836029, "iqa_tid2013_mean": 0.5515779389275445, "iqa_tid2013_min": 0.5515779389275445, "iqa_tid2013_max": 0.5515779389275445, "iqa_kadid10k_mean": 0.44775390625, "iqa_kadid10k_min": 0.44775390625, "iqa_kadid10k_max": 0.44775390625, "iqa_flive_mean": 0.7211460922703599, "iqa_flive_min": 0.7211460922703599, "iqa_flive_max": 0.7211460922703599, "iqa_spaq_mean": 0.5465658168600064, "iqa_spaq_min": 0.5465658168600064, "iqa_spaq_max": 0.5465658168600064, "iqa_clive_mean": 0.543577907061336, "iqa_clive_min": 0.543577907061336, "iqa_clive_max": 0.543577907061336, "iqa_koniq10k_mean": 0.6268261610859572, "iqa_koniq10k_min": 0.6268261610859572, "iqa_koniq10k_max": 0.6268261610859572, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "tl", "score": 9.526783446556394e-19 }, { "lang": "da", "score": 5.921528505247645e-21 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9447641968727112 }, { "lang": "id", "score": 0.005463872104883194 }, { "lang": "bn", "score": 0.003832208923995495 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7901539272732205, "iqa_v2_live_min": 0.7901539272732205, "iqa_v2_live_max": 0.7901539272732205, "iqa_v2_csiq_mean": 0.903873860836029, "iqa_v2_csiq_min": 0.903873860836029, "iqa_v2_csiq_max": 0.903873860836029, "iqa_v2_tid2013_mean": 0.5515779389275445, "iqa_v2_tid2013_min": 0.5515779389275445, "iqa_v2_tid2013_max": 0.5515779389275445, "iqa_v2_kadid10k_mean": 0.4478759765625, "iqa_v2_kadid10k_min": 0.4478759765625, "iqa_v2_kadid10k_max": 0.4478759765625, "iqa_v2_flive_mean": 0.7211460922703599, "iqa_v2_flive_min": 0.7211460922703599, "iqa_v2_flive_max": 0.7211460922703599, "iqa_v2_spaq_mean": 0.5466841880721276, "iqa_v2_spaq_min": 0.5466841880721276, "iqa_v2_spaq_max": 0.5466841880721276, "iqa_v2_clive_mean": 0.5436568212027502, "iqa_v2_clive_min": 0.5436568212027502, "iqa_v2_clive_max": 0.5436568212027502, "iqa_v2_koniq10k_mean": 0.6268261610859572, "iqa_v2_koniq10k_min": 0.6268261610859572, "iqa_v2_koniq10k_max": 0.6268261610859572, "imdecont": { "jpg": 0.30830109119415283 }, "imdecont_image_match": { "jpg": 265976 }, "imdecont_max": 0.30830109119415283, "imdecont_mean": 0.30830109119415283, "imdecont_min": 0.30830109119415283, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.171875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.171875, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.171875, "clip_score_dfn_public_prev_turn_only_min": 3.171875, "clip_score_dfn_public_prev_turn_only_mean": 3.171875, "clip_score_dfn_public_prev_turn_only_max": 3.171875, "clip_score_siglip2_b16_224_prev_turn_only_min": 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": 27.09375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.09375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.09375, "clip_score_clip_vitl14_224_next_turn_only_min": 15.359375, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.359375, "clip_score_clip_vitl14_224_next_turn_only_max": 15.359375, "clip_score_dfn_public_next_turn_only_min": 0.51025390625, "clip_score_dfn_public_next_turn_only_mean": 0.51025390625, "clip_score_dfn_public_next_turn_only_max": 0.51025390625, "clip_score_siglip2_b16_224_next_turn_only_min": -10.53125, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.53125, "clip_score_siglip2_b16_224_next_turn_only_max": -10.53125, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.171875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.171875, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.0, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.0, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.0, "clip_score_dfn_public_prev_and_next_turn_min": 3.087890625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.087890625, "clip_score_dfn_public_prev_and_next_turn_max": 3.087890625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 7.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 7.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 7.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.953125, "im_height": { "jpg": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3448.81 }, "im_clarity_mean": 3448.81, "im_clarity_min": 3448.81, "im_clarity_max": 3448.81, "im_luma": { "jpg": 226.49 }, "im_luma_mean": 226.49, "im_luma_min": 226.49, "im_luma_max": 226.49, "im_saturation": { "jpg": 30.77 }, "im_saturation_mean": 30.77, "im_saturation_min": 30.77, "im_saturation_max": 30.77, "im_entropy": { "jpg": 6.15 }, "im_entropy_mean": 6.15, "im_entropy_min": 6.15, "im_entropy_max": 6.15, "unifilter_score_qwen2_5_1_5b": 0.81787109375, "unifilter_score_qwen3_0_6b": -1.388671875, "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": 9.526783446556394e-19, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 5.921528505247645e-21, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9447641968727112, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.005463872104883194, "language_detection_annotation_nllb_2_lan": "bn", "language_detection_annotation_nllb_2_score": 0.003832208923995495, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.4858914017677307, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.7893006801605225, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9107249975204468, "text_quality_nvidia_edu_nemotron4_score": 0.10150146484375, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.05096536874771118, "text_quality_dolma3_fasttext_score": 2.586841583251953e-05, "custom_fasttext_val_fasttext_score": 0.00010073184967041016, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0004943609237670898, "custom_fasttext_core_clean_fasttext_score": 0.00013566017150878906, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 10.0 }, "115": { "detoxify": 0, "length_chars": 192, "length_tokens": 3418, "length_tokens_text_only": 90, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.4767464146469578, "iqa_live_min": 0.4767464146469578, "iqa_live_max": 0.4767464146469578, "iqa_csiq_mean": 0.699039876461029, "iqa_csiq_min": 0.699039876461029, "iqa_csiq_max": 0.699039876461029, "iqa_tid2013_mean": 0.3487784597608778, "iqa_tid2013_min": 0.3487784597608778, "iqa_tid2013_max": 0.3487784597608778, "iqa_kadid10k_mean": 0.2215576171875, "iqa_kadid10k_min": 0.2215576171875, "iqa_kadid10k_max": 0.2215576171875, "iqa_flive_mean": 0.6274848706794508, "iqa_flive_min": 0.6274848706794508, "iqa_flive_max": 0.6274848706794508, "iqa_spaq_mean": 0.4768155801175821, "iqa_spaq_min": 0.4768155801175821, "iqa_spaq_max": 0.4768155801175821, "iqa_clive_mean": 0.4742863587658815, "iqa_clive_min": 0.4742863587658815, "iqa_clive_max": 0.4742863587658815, "iqa_koniq10k_mean": 0.5144524237122199, "iqa_koniq10k_min": 0.5144524237122199, "iqa_koniq10k_max": 0.5144524237122199, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999998931 }, { "lang": "la", "score": 1.068545536297893e-13 }, { "lang": "yo", "score": 5.17417592514878e-20 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9487510919570923 }, { "lang": "de", "score": 0.006770804990082979 }, { "lang": "id", "score": 0.0030131146777421236 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.4767069575762507, "iqa_v2_live_min": 0.4767069575762507, "iqa_v2_live_max": 0.4767069575762507, "iqa_v2_csiq_mean": 0.699039876461029, "iqa_v2_csiq_min": 0.699039876461029, "iqa_v2_csiq_max": 0.699039876461029, "iqa_v2_tid2013_mean": 0.3487784597608778, "iqa_v2_tid2013_min": 0.3487784597608778, "iqa_v2_tid2013_max": 0.3487784597608778, "iqa_v2_kadid10k_mean": 0.2215576171875, "iqa_v2_kadid10k_min": 0.2215576171875, "iqa_v2_kadid10k_max": 0.2215576171875, "iqa_v2_flive_mean": 0.6274848706794508, "iqa_v2_flive_min": 0.6274848706794508, "iqa_v2_flive_max": 0.6274848706794508, "iqa_v2_spaq_mean": 0.4768846299913195, "iqa_v2_spaq_min": 0.4768846299913195, "iqa_v2_spaq_max": 0.4768846299913195, "iqa_v2_clive_mean": 0.474318417635831, "iqa_v2_clive_min": 0.474318417635831, "iqa_v2_clive_max": 0.474318417635831, "iqa_v2_koniq10k_mean": 0.5144524237122199, "iqa_v2_koniq10k_min": 0.5144524237122199, "iqa_v2_koniq10k_max": 0.5144524237122199, "imdecont": { "jpg": 0.23992884159088135 }, "imdecont_image_match": { "jpg": 247954 }, "imdecont_max": 0.23992884159088135, "imdecont_mean": 0.23992884159088135, "imdecont_min": 0.23992884159088135, "clip_score_clip_vitl14_224_prev_turn_only_min": 32.40625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 32.40625, "clip_score_clip_vitl14_224_prev_turn_only_max": 32.40625, "clip_score_dfn_public_prev_turn_only_min": 1.310546875, "clip_score_dfn_public_prev_turn_only_mean": 1.310546875, "clip_score_dfn_public_prev_turn_only_max": 1.310546875, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.515625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.515625, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.515625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.046875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.046875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.046875, "clip_score_clip_vitl14_224_next_turn_only_min": 18.171875, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.171875, "clip_score_clip_vitl14_224_next_turn_only_max": 18.171875, "clip_score_dfn_public_next_turn_only_min": -0.432861328125, "clip_score_dfn_public_next_turn_only_mean": -0.432861328125, "clip_score_dfn_public_next_turn_only_max": -0.432861328125, "clip_score_siglip2_b16_224_next_turn_only_min": -8.4921875, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.4921875, "clip_score_siglip2_b16_224_next_turn_only_max": -8.4921875, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.9296875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.9296875, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.9296875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 32.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 32.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 32.21875, "clip_score_dfn_public_prev_and_next_turn_min": 1.2783203125, "clip_score_dfn_public_prev_and_next_turn_mean": 1.2783203125, "clip_score_dfn_public_prev_and_next_turn_max": 1.2783203125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.640625, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 583 }, "im_width_mean": 583.0, "im_width_min": 583, "im_width_max": 583, "im_ar": { "jpg": 0.7288 }, "im_ar_mean": 0.7288, "im_ar_min": 0.7288, "im_ar_max": 0.7288, "im_kilobytes": { "jpg": 1366.41 }, "im_kilobytes_mean": 1366.41, "im_kilobytes_min": 1366.41, "im_kilobytes_max": 1366.41, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3789.44 }, "im_clarity_mean": 3789.44, "im_clarity_min": 3789.44, "im_clarity_max": 3789.44, "im_luma": { "jpg": 107.33 }, "im_luma_mean": 107.33, "im_luma_min": 107.33, "im_luma_max": 107.33, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 7.63 }, "im_entropy_mean": 7.63, "im_entropy_min": 7.63, "im_entropy_max": 7.63, "unifilter_score_qwen2_5_1_5b": 1.8837890625, "unifilter_score_qwen3_0_6b": -0.37841796875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999998931, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.068545536297893e-13, "language_detection_annotation_lingua_2_lan": "yo", "language_detection_annotation_lingua_2_score": 5.17417592514878e-20, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9487510919570923, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.006770804990082979, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.0030131146777421236, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.4991074204444885, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.7428736686706543, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9553169012069702, "text_quality_nvidia_edu_nemotron4_score": 0.19091796875, "text_quality_nvidia_edu_mixtral_score": 0.3271484375, "text_quality_dclmbaseline_fasttext_score": 0.0008676648139953613, "text_quality_dolma3_fasttext_score": 0.002293407917022705, "custom_fasttext_val_fasttext_score": 0.0007832646369934082, "custom_fasttext_core_fasttext_score": 2.4557113647460938e-05, "custom_fasttext_val_clean_fasttext_score": 0.0013067126274108887, "custom_fasttext_core_clean_fasttext_score": 6.0439109802246094e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.375, "within_sample_repetition_detection": 3.0 }, "117": { "detoxify": 1, "length_chars": 113, "length_tokens": 1349, "length_tokens_text_only": 70, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7571678161621094, "iqa_live_min": 0.7571678161621094, "iqa_live_max": 0.7571678161621094, "iqa_csiq_mean": 0.863590657711029, "iqa_csiq_min": 0.863590657711029, "iqa_csiq_max": 0.863590657711029, "iqa_tid2013_mean": 0.5639477305942111, "iqa_tid2013_min": 0.5639477305942111, "iqa_tid2013_max": 0.5639477305942111, "iqa_kadid10k_mean": 0.6360321044921875, "iqa_kadid10k_min": 0.6360321044921875, "iqa_kadid10k_max": 0.6360321044921875, "iqa_flive_mean": 0.7012991857047033, "iqa_flive_min": 0.7012991857047033, "iqa_flive_max": 0.7012991857047033, "iqa_spaq_mean": 0.5572192259509154, "iqa_spaq_min": 0.5572192259509154, "iqa_spaq_max": 0.5572192259509154, "iqa_clive_mean": 0.5275977934249724, "iqa_clive_min": 0.5275977934249724, "iqa_clive_max": 0.5275977934249724, "iqa_koniq10k_mean": 0.6875900114425506, "iqa_koniq10k_min": 0.6875900114425506, "iqa_koniq10k_max": 0.6875900114425506, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9833885651423325 }, { "lang": "tl", "score": 0.012755487410131822 }, { "lang": "nl", "score": 0.0008327758804803543 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8625531792640686 }, { "lang": "fr", "score": 0.013381490483880043 }, { "lang": "es", "score": 0.0060133496299386024 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7571678161621094, "iqa_v2_live_min": 0.7571678161621094, "iqa_v2_live_max": 0.7571678161621094, "iqa_v2_csiq_mean": 0.863590657711029, "iqa_v2_csiq_min": 0.863590657711029, "iqa_v2_csiq_max": 0.863590657711029, "iqa_v2_tid2013_mean": 0.5639477305942111, "iqa_v2_tid2013_min": 0.5639477305942111, "iqa_v2_tid2013_max": 0.5639477305942111, "iqa_v2_kadid10k_mean": 0.6360893249511719, "iqa_v2_kadid10k_min": 0.6360893249511719, "iqa_v2_kadid10k_max": 0.6360893249511719, "iqa_v2_flive_mean": 0.7013386427754104, "iqa_v2_flive_min": 0.7013386427754104, "iqa_v2_flive_max": 0.7013386427754104, "iqa_v2_spaq_mean": 0.5571403118095013, "iqa_v2_spaq_min": 0.5571403118095013, "iqa_v2_spaq_max": 0.5571403118095013, "iqa_v2_clive_mean": 0.5275188792835582, "iqa_v2_clive_min": 0.5275188792835582, "iqa_v2_clive_max": 0.5275188792835582, "iqa_v2_koniq10k_mean": 0.6875900114425506, "iqa_v2_koniq10k_min": 0.6875900114425506, "iqa_v2_koniq10k_max": 0.6875900114425506, "imdecont": { "jpg": 0.21961849927902222 }, "imdecont_image_match": { "jpg": 152254 }, "imdecont_max": 0.21961849927902222, "imdecont_mean": 0.21961849927902222, "imdecont_min": 0.21961849927902222, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.65625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.65625, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.65625, "clip_score_dfn_public_prev_turn_only_min": 1.625, "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": 3.296875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.296875, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.296875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.453125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.453125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.453125, "clip_score_clip_vitl14_224_next_turn_only_min": 17.609375, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.609375, "clip_score_clip_vitl14_224_next_turn_only_max": 17.609375, "clip_score_dfn_public_next_turn_only_min": 0.63916015625, "clip_score_dfn_public_next_turn_only_mean": 0.63916015625, "clip_score_dfn_public_next_turn_only_max": 0.63916015625, "clip_score_siglip2_b16_224_next_turn_only_min": -10.4375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.4375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.4375, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.4765625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.4765625, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.4765625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.265625, "clip_score_dfn_public_prev_and_next_turn_min": 1.8896484375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.8896484375, "clip_score_dfn_public_prev_and_next_turn_max": 1.8896484375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.359375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.359375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.359375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 18.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 18.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 18.9375, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 712 }, "im_width_mean": 712.0, "im_width_min": 712, "im_width_max": 712, "im_ar": { "jpg": 0.89 }, "im_ar_mean": 0.89, "im_ar_min": 0.89, "im_ar_max": 0.89, "im_kilobytes": { "jpg": 1668.75 }, "im_kilobytes_mean": 1668.75, "im_kilobytes_min": 1668.75, "im_kilobytes_max": 1668.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1505.86 }, "im_clarity_mean": 1505.86, "im_clarity_min": 1505.86, "im_clarity_max": 1505.86, "im_luma": { "jpg": 119.33 }, "im_luma_mean": 119.33, "im_luma_min": 119.33, "im_luma_max": 119.33, "im_saturation": { "jpg": 91.33 }, "im_saturation_mean": 91.33, "im_saturation_min": 91.33, "im_saturation_max": 91.33, "im_entropy": { "jpg": 7.56 }, "im_entropy_mean": 7.56, "im_entropy_min": 7.56, "im_entropy_max": 7.56, "unifilter_score_qwen2_5_1_5b": 0.3349609375, "unifilter_score_qwen3_0_6b": -0.098388671875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9833885651423325, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.012755487410131822, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.0008327758804803543, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8625531792640686, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.013381490483880043, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.0060133496299386024, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.6501992344856262, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.2823386788368225, "text_quality_nvidia_domain_label": "Adult", "text_quality_nvidia_domain_score": 0.9973294734954834, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.09445655345916748, "text_quality_dolma3_fasttext_score": 0.9930031299591064, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 5.6743621826171875e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0625, "within_sample_repetition_detection": 8.0 }, "104": { "detoxify": 0, "length_chars": 145, "length_tokens": 1875, "length_tokens_text_only": 83, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7809998868691801, "iqa_live_min": 0.7809998868691801, "iqa_live_max": 0.7809998868691801, "iqa_csiq_mean": 0.891666829586029, "iqa_csiq_min": 0.891666829586029, "iqa_csiq_max": 0.891666829586029, "iqa_tid2013_mean": 0.5470206472608778, "iqa_tid2013_min": 0.5470206472608778, "iqa_tid2013_max": 0.5470206472608778, "iqa_kadid10k_mean": 0.4871826171875, "iqa_kadid10k_min": 0.4871826171875, "iqa_kadid10k_max": 0.4871826171875, "iqa_flive_mean": 0.7246972286339963, "iqa_flive_min": 0.7246972286339963, "iqa_flive_max": 0.7246972286339963, "iqa_spaq_mean": 0.7011191628196023, "iqa_spaq_min": 0.7011191628196023, "iqa_spaq_max": 0.7011191628196023, "iqa_clive_mean": 0.702353121054293, "iqa_clive_min": 0.702353121054293, "iqa_clive_max": 0.702353121054293, "iqa_koniq10k_mean": 0.7081076882102273, "iqa_koniq10k_min": 0.7081076882102273, "iqa_koniq10k_max": 0.7081076882102273, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9871275966047408 }, { "lang": "tl", "score": 0.003494111015641412 }, { "lang": "da", "score": 0.0011824222445015024 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9333468675613403 }, { "lang": "de", "score": 0.004139401484280825 }, { "lang": "te", "score": 0.004086934961378574 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7809998868691801, "iqa_v2_live_min": 0.7809998868691801, "iqa_v2_live_max": 0.7809998868691801, "iqa_v2_csiq_mean": 0.891666829586029, "iqa_v2_csiq_min": 0.891666829586029, "iqa_v2_csiq_max": 0.891666829586029, "iqa_v2_tid2013_mean": 0.5470206472608778, "iqa_v2_tid2013_min": 0.5470206472608778, "iqa_v2_tid2013_max": 0.5470206472608778, "iqa_v2_kadid10k_mean": 0.4871826171875, "iqa_v2_kadid10k_min": 0.4871826171875, "iqa_v2_kadid10k_max": 0.4871826171875, "iqa_v2_flive_mean": 0.7246972286339963, "iqa_v2_flive_min": 0.7246972286339963, "iqa_v2_flive_max": 0.7246972286339963, "iqa_v2_spaq_mean": 0.7012769911024306, "iqa_v2_spaq_min": 0.7012769911024306, "iqa_v2_spaq_max": 0.7012769911024306, "iqa_v2_clive_mean": 0.702353121054293, "iqa_v2_clive_min": 0.702353121054293, "iqa_v2_clive_max": 0.702353121054293, "iqa_v2_koniq10k_mean": 0.7081076882102273, "iqa_v2_koniq10k_min": 0.7081076882102273, "iqa_v2_koniq10k_max": 0.7081076882102273, "imdecont": { "jpg": 0.3357408046722412 }, "imdecont_image_match": { "jpg": 266008 }, "imdecont_max": 0.3357408046722412, "imdecont_mean": 0.3357408046722412, "imdecont_min": 0.3357408046722412, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.75, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.75, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.75, "clip_score_dfn_public_prev_turn_only_min": 2.896484375, "clip_score_dfn_public_prev_turn_only_mean": 2.896484375, "clip_score_dfn_public_prev_turn_only_max": 2.896484375, "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": 27.046875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.046875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.046875, "clip_score_clip_vitl14_224_next_turn_only_min": 16.78125, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.78125, "clip_score_clip_vitl14_224_next_turn_only_max": 16.78125, "clip_score_dfn_public_next_turn_only_min": 0.62939453125, "clip_score_dfn_public_next_turn_only_mean": 0.62939453125, "clip_score_dfn_public_next_turn_only_max": 0.62939453125, "clip_score_siglip2_b16_224_next_turn_only_min": -6.828125, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.828125, "clip_score_siglip2_b16_224_next_turn_only_max": -6.828125, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.71875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.71875, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 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": 2.845703125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.845703125, "clip_score_dfn_public_prev_and_next_turn_max": 2.845703125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 6.1875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 6.1875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 6.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.90625, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4900.27 }, "im_clarity_mean": 4900.27, "im_clarity_min": 4900.27, "im_clarity_max": 4900.27, "im_luma": { "jpg": 188.68 }, "im_luma_mean": 188.68, "im_luma_min": 188.68, "im_luma_max": 188.68, "im_saturation": { "jpg": 12.89 }, "im_saturation_mean": 12.89, "im_saturation_min": 12.89, "im_saturation_max": 12.89, "im_entropy": { "jpg": 5.83 }, "im_entropy_mean": 5.83, "im_entropy_min": 5.83, "im_entropy_max": 5.83, "unifilter_score_qwen2_5_1_5b": 1.4697265625, "unifilter_score_qwen3_0_6b": -0.8017578125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9871275966047408, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.003494111015641412, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 0.0011824222445015024, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9333468675613403, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.004139401484280825, "language_detection_annotation_nllb_2_lan": "te", "language_detection_annotation_nllb_2_score": 0.004086934961378574, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.945772111415863, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.9143475294113159, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9881862998008728, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.48432987928390503, "text_quality_dolma3_fasttext_score": 0.986839234828949, "custom_fasttext_val_fasttext_score": 0.00016552209854125977, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0005716085433959961, "custom_fasttext_core_clean_fasttext_score": 2.2649765014648438e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.9375, "within_sample_repetition_detection": 0.0 }, "108": { "detoxify": 1, "length_chars": 174, "length_tokens": 851, "length_tokens_text_only": 84, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7350718565661498, "iqa_live_min": 0.7350718565661498, "iqa_live_max": 0.7350718565661498, "iqa_csiq_mean": 0.821110188961029, "iqa_csiq_min": 0.821110188961029, "iqa_csiq_max": 0.821110188961029, "iqa_tid2013_mean": 0.4195792410108778, "iqa_tid2013_min": 0.4195792410108778, "iqa_tid2013_max": 0.4195792410108778, "iqa_kadid10k_mean": 0.3006591796875, "iqa_kadid10k_min": 0.3006591796875, "iqa_kadid10k_max": 0.3006591796875, "iqa_flive_mean": 0.6845693877249054, "iqa_flive_min": 0.6845693877249054, "iqa_flive_max": 0.6845693877249054, "iqa_spaq_mean": 0.5962422688802084, "iqa_spaq_min": 0.5962422688802084, "iqa_spaq_max": 0.5962422688802084, "iqa_clive_mean": 0.53907980100073, "iqa_clive_min": 0.53907980100073, "iqa_clive_max": 0.53907980100073, "iqa_koniq10k_mean": 0.5936822216920179, "iqa_koniq10k_min": 0.5936822216920179, "iqa_koniq10k_max": 0.5936822216920179, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999996 }, { "lang": "tl", "score": 3.397133088419748e-16 }, { "lang": "da", "score": 9.156158290179467e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9545648694038391 }, { "lang": "de", "score": 0.0029370321426540613 }, { "lang": "fr", "score": 0.002689532469958067 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7350718565661498, "iqa_v2_live_min": 0.7350718565661498, "iqa_v2_live_max": 0.7350718565661498, "iqa_v2_csiq_mean": 0.821110188961029, "iqa_v2_csiq_min": 0.821110188961029, "iqa_v2_csiq_max": 0.821110188961029, "iqa_v2_tid2013_mean": 0.4195792410108778, "iqa_v2_tid2013_min": 0.4195792410108778, "iqa_v2_tid2013_max": 0.4195792410108778, "iqa_v2_kadid10k_mean": 0.3006591796875, "iqa_v2_kadid10k_min": 0.3006591796875, "iqa_v2_kadid10k_max": 0.3006591796875, "iqa_v2_flive_mean": 0.6845693877249054, "iqa_v2_flive_min": 0.6845693877249054, "iqa_v2_flive_max": 0.6845693877249054, "iqa_v2_spaq_mean": 0.5962422688802084, "iqa_v2_spaq_min": 0.5962422688802084, "iqa_v2_spaq_max": 0.5962422688802084, "iqa_v2_clive_mean": 0.53907980100073, "iqa_v2_clive_min": 0.53907980100073, "iqa_v2_clive_max": 0.53907980100073, "iqa_v2_koniq10k_mean": 0.5936822216920179, "iqa_v2_koniq10k_min": 0.5936822216920179, "iqa_v2_koniq10k_max": 0.5936822216920179, "imdecont": { "jpg": 0.42379212379455566 }, "imdecont_image_match": { "jpg": 265913 }, "imdecont_max": 0.42379212379455566, "imdecont_mean": 0.42379212379455566, "imdecont_min": 0.42379212379455566, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.421875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.421875, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.421875, "clip_score_dfn_public_prev_turn_only_min": 4.0625, "clip_score_dfn_public_prev_turn_only_mean": 4.0625, "clip_score_dfn_public_prev_turn_only_max": 4.0625, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.703125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.703125, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.703125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 30.828125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 30.828125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 30.828125, "clip_score_clip_vitl14_224_next_turn_only_min": 20.390625, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.390625, "clip_score_clip_vitl14_224_next_turn_only_max": 20.390625, "clip_score_dfn_public_next_turn_only_min": 0.21435546875, "clip_score_dfn_public_next_turn_only_mean": 0.21435546875, "clip_score_dfn_public_next_turn_only_max": 0.21435546875, "clip_score_siglip2_b16_224_next_turn_only_min": -6.4921875, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.4921875, "clip_score_siglip2_b16_224_next_turn_only_max": -6.4921875, "clip_score_longclip_vitl14_224_next_turn_only_min": 18.21875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 18.21875, "clip_score_longclip_vitl14_224_next_turn_only_max": 18.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.609375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.609375, "clip_score_dfn_public_prev_and_next_turn_min": 3.955078125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.955078125, "clip_score_dfn_public_prev_and_next_turn_max": 3.955078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 5.203125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 5.203125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 5.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 30.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 30.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 30.828125, "im_height": { "jpg": 283 }, "im_height_mean": 283.0, "im_height_min": 283, "im_height_max": 283, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.9435 }, "im_ar_mean": 1.9435, "im_ar_min": 1.9435, "im_ar_max": 1.9435, "im_kilobytes": { "jpg": 456.01 }, "im_kilobytes_mean": 456.01, "im_kilobytes_min": 456.01, "im_kilobytes_max": 456.01, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 11558.33 }, "im_clarity_mean": 11558.33, "im_clarity_min": 11558.33, "im_clarity_max": 11558.33, "im_luma": { "jpg": 201.46 }, "im_luma_mean": 201.46, "im_luma_min": 201.46, "im_luma_max": 201.46, "im_saturation": { "jpg": 4.7 }, "im_saturation_mean": 4.7, "im_saturation_min": 4.7, "im_saturation_max": 4.7, "im_entropy": { "jpg": 3.45 }, "im_entropy_mean": 3.45, "im_entropy_min": 3.45, "im_entropy_max": 3.45, "unifilter_score_qwen2_5_1_5b": 0.1651611328125, "unifilter_score_qwen3_0_6b": -1.455078125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999996, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 3.397133088419748e-16, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 9.156158290179467e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9545648694038391, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.0029370321426540613, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.002689532469958067, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.6407595276832581, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.8050928115844727, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9643518924713135, "text_quality_nvidia_edu_nemotron4_score": 0.380126953125, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.7857082486152649, "text_quality_dolma3_fasttext_score": 0.9999779462814331, "custom_fasttext_val_fasttext_score": 3.1828880310058594e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0005171895027160645, "custom_fasttext_core_clean_fasttext_score": 0.00034427642822265625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 9.0 }, "111": { "detoxify": 0, "length_chars": 177, "length_tokens": 1887, "length_tokens_text_only": 95, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7809998868691801, "iqa_live_min": 0.7809998868691801, "iqa_live_max": 0.7809998868691801, "iqa_csiq_mean": 0.870670735836029, "iqa_csiq_min": 0.870670735836029, "iqa_csiq_max": 0.870670735836029, "iqa_tid2013_mean": 0.5184019406636555, "iqa_tid2013_min": 0.5184019406636555, "iqa_tid2013_max": 0.5184019406636555, "iqa_kadid10k_mean": 0.60479736328125, "iqa_kadid10k_min": 0.60479736328125, "iqa_kadid10k_max": 0.60479736328125, "iqa_flive_mean": 0.7218563195430872, "iqa_flive_min": 0.7218563195430872, "iqa_flive_max": 0.7218563195430872, "iqa_spaq_mean": 0.7486254759509154, "iqa_spaq_min": 0.7486254759509154, "iqa_spaq_max": 0.7486254759509154, "iqa_clive_mean": 0.7568038786300506, "iqa_clive_min": 0.7568038786300506, "iqa_clive_max": 0.7568038786300506, "iqa_koniq10k_mean": 0.7248374861900253, "iqa_koniq10k_min": 0.7248374861900253, "iqa_koniq10k_max": 0.7248374861900253, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999981 }, { "lang": "nl", "score": 1.9660868017565185e-15 }, { "lang": "da", "score": 1.2645216896346246e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7871536612510681 }, { "lang": "de", "score": 0.011821107007563114 }, { "lang": "fi", "score": 0.010059124790132046 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7811577151520084, "iqa_v2_live_min": 0.7811577151520084, "iqa_v2_live_max": 0.7811577151520084, "iqa_v2_csiq_mean": 0.870670735836029, "iqa_v2_csiq_min": 0.870670735836029, "iqa_v2_csiq_max": 0.870670735836029, "iqa_v2_tid2013_mean": 0.5184290673997667, "iqa_v2_tid2013_min": 0.5184290673997667, "iqa_v2_tid2013_max": 0.5184290673997667, "iqa_v2_kadid10k_mean": 0.604827880859375, "iqa_v2_kadid10k_min": 0.604827880859375, "iqa_v2_kadid10k_max": 0.604827880859375, "iqa_v2_flive_mean": 0.7218168624723801, "iqa_v2_flive_min": 0.7218168624723801, "iqa_v2_flive_max": 0.7218168624723801, "iqa_v2_spaq_mean": 0.7484676476680872, "iqa_v2_spaq_min": 0.7484676476680872, "iqa_v2_spaq_max": 0.7484676476680872, "iqa_v2_clive_mean": 0.7568038786300506, "iqa_v2_clive_min": 0.7568038786300506, "iqa_v2_clive_max": 0.7568038786300506, "iqa_v2_koniq10k_mean": 0.7248374861900253, "iqa_v2_koniq10k_min": 0.7248374861900253, "iqa_v2_koniq10k_max": 0.7248374861900253, "imdecont": { "jpg": 0.31620025634765625 }, "imdecont_image_match": { "jpg": 266021 }, "imdecont_max": 0.31620025634765625, "imdecont_mean": 0.31620025634765625, "imdecont_min": 0.31620025634765625, "clip_score_clip_vitl14_224_prev_turn_only_min": 38.1875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 38.1875, "clip_score_clip_vitl14_224_prev_turn_only_max": 38.1875, "clip_score_dfn_public_prev_turn_only_min": 0.225341796875, "clip_score_dfn_public_prev_turn_only_mean": 0.225341796875, "clip_score_dfn_public_prev_turn_only_max": 0.225341796875, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.03125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.03125, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.03125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 32.46875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 32.46875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 32.46875, "clip_score_clip_vitl14_224_next_turn_only_min": 16.484375, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.484375, "clip_score_clip_vitl14_224_next_turn_only_max": 16.484375, "clip_score_dfn_public_next_turn_only_min": -0.059112548828125, "clip_score_dfn_public_next_turn_only_mean": -0.059112548828125, "clip_score_dfn_public_next_turn_only_max": -0.059112548828125, "clip_score_siglip2_b16_224_next_turn_only_min": -8.515625, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.515625, "clip_score_siglip2_b16_224_next_turn_only_max": -8.515625, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.9921875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.9921875, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.9921875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 38.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 38.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 38.21875, "clip_score_dfn_public_prev_and_next_turn_min": 0.1812744140625, "clip_score_dfn_public_prev_and_next_turn_mean": 0.1812744140625, "clip_score_dfn_public_prev_and_next_turn_max": 0.1812744140625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.1875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.1875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 32.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 32.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 32.09375, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3995.21 }, "im_clarity_mean": 3995.21, "im_clarity_min": 3995.21, "im_clarity_max": 3995.21, "im_luma": { "jpg": 130.71 }, "im_luma_mean": 130.71, "im_luma_min": 130.71, "im_luma_max": 130.71, "im_saturation": { "jpg": 80.93 }, "im_saturation_mean": 80.93, "im_saturation_min": 80.93, "im_saturation_max": 80.93, "im_entropy": { "jpg": 7.54 }, "im_entropy_mean": 7.54, "im_entropy_min": 7.54, "im_entropy_max": 7.54, "unifilter_score_qwen2_5_1_5b": -0.5322265625, "unifilter_score_qwen3_0_6b": 0.73974609375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999981, "language_detection_annotation_lingua_1_lan": "nl", "language_detection_annotation_lingua_1_score": 1.9660868017565185e-15, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 1.2645216896346246e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7871536612510681, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.011821107007563114, "language_detection_annotation_nllb_2_lan": "fi", "language_detection_annotation_nllb_2_score": 0.010059124790132046, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.3627503514289856, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.788115918636322, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.34102141857147217, "text_quality_nvidia_edu_nemotron4_score": 0.063720703125, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.4361874461174011, "text_quality_dolma3_fasttext_score": 0.995311975479126, "custom_fasttext_val_fasttext_score": 0.0002625584602355957, "custom_fasttext_core_fasttext_score": 2.1338462829589844e-05, "custom_fasttext_val_clean_fasttext_score": 0.00030517578125, "custom_fasttext_core_clean_fasttext_score": 0.00016707181930541992, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 5.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 4.8125, "within_sample_repetition_detection": 0.0 }, "120": { "detoxify": 0, "length_chars": 148, "length_tokens": 1871, "length_tokens_text_only": 80, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.821088270707564, "iqa_live_min": 0.821088270707564, "iqa_live_max": 0.821088270707564, "iqa_csiq_mean": 0.751774251461029, "iqa_csiq_min": 0.751774251461029, "iqa_csiq_max": 0.751774251461029, "iqa_tid2013_mean": 0.6312220361497667, "iqa_tid2013_min": 0.6312220361497667, "iqa_tid2013_max": 0.6312220361497667, "iqa_kadid10k_mean": 0.5174560546875, "iqa_kadid10k_min": 0.5174560546875, "iqa_kadid10k_max": 0.5174560546875, "iqa_flive_mean": 0.7504232387350064, "iqa_flive_min": 0.7504232387350064, "iqa_flive_max": 0.7504232387350064, "iqa_spaq_mean": 0.7722997183751579, "iqa_spaq_min": 0.7722997183751579, "iqa_spaq_max": 0.7722997183751579, "iqa_clive_mean": 0.6534263533775253, "iqa_clive_min": 0.6534263533775253, "iqa_clive_max": 0.6534263533775253, "iqa_koniq10k_mean": 0.6939031427556819, "iqa_koniq10k_min": 0.6939031427556819, "iqa_koniq10k_max": 0.6939031427556819, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9812125857122298 }, { "lang": "tl", "score": 0.00378260011392557 }, { "lang": "de", "score": 0.002740864793415776 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9473490715026855 }, { "lang": "fr", "score": 0.0033466361928731203 }, { "lang": "th", "score": 0.002578817307949066 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.821088270707564, "iqa_v2_live_min": 0.821088270707564, "iqa_v2_live_max": 0.821088270707564, "iqa_v2_csiq_mean": 0.751774251461029, "iqa_v2_csiq_min": 0.751774251461029, "iqa_v2_csiq_max": 0.751774251461029, "iqa_v2_tid2013_mean": 0.6312220361497667, "iqa_v2_tid2013_min": 0.6312220361497667, "iqa_v2_tid2013_max": 0.6312220361497667, "iqa_v2_kadid10k_mean": 0.5174560546875, "iqa_v2_kadid10k_min": 0.5174560546875, "iqa_v2_kadid10k_max": 0.5174560546875, "iqa_v2_flive_mean": 0.7504232387350064, "iqa_v2_flive_min": 0.7504232387350064, "iqa_v2_flive_max": 0.7504232387350064, "iqa_v2_spaq_mean": 0.7724575466579862, "iqa_v2_spaq_min": 0.7724575466579862, "iqa_v2_spaq_max": 0.7724575466579862, "iqa_v2_clive_mean": 0.6534263533775253, "iqa_v2_clive_min": 0.6534263533775253, "iqa_v2_clive_max": 0.6534263533775253, "iqa_v2_koniq10k_mean": 0.6939031427556819, "iqa_v2_koniq10k_min": 0.6939031427556819, "iqa_v2_koniq10k_max": 0.6939031427556819, "imdecont": { "jpg": 0.31877750158309937 }, "imdecont_image_match": { "jpg": 181443 }, "imdecont_max": 0.31877750158309937, "imdecont_mean": 0.31877750158309937, "imdecont_min": 0.31877750158309937, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.125, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.125, "clip_score_dfn_public_prev_turn_only_min": 3.337890625, "clip_score_dfn_public_prev_turn_only_mean": 3.337890625, "clip_score_dfn_public_prev_turn_only_max": 3.337890625, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.140625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.140625, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.140625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.4375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.4375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.4375, "clip_score_clip_vitl14_224_next_turn_only_min": 17.0, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.0, "clip_score_clip_vitl14_224_next_turn_only_max": 17.0, "clip_score_dfn_public_next_turn_only_min": -1.279296875, "clip_score_dfn_public_next_turn_only_mean": -1.279296875, "clip_score_dfn_public_next_turn_only_max": -1.279296875, "clip_score_siglip2_b16_224_next_turn_only_min": -8.4921875, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.4921875, "clip_score_siglip2_b16_224_next_turn_only_max": -8.4921875, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.03125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.03125, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.03125, "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": 3.341796875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.341796875, "clip_score_dfn_public_prev_and_next_turn_max": 3.341796875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.390625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.390625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 28.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.6875, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4350.63 }, "im_clarity_mean": 4350.63, "im_clarity_min": 4350.63, "im_clarity_max": 4350.63, "im_luma": { "jpg": 194.26 }, "im_luma_mean": 194.26, "im_luma_min": 194.26, "im_luma_max": 194.26, "im_saturation": { "jpg": 83.65 }, "im_saturation_mean": 83.65, "im_saturation_min": 83.65, "im_saturation_max": 83.65, "im_entropy": { "jpg": 5.2 }, "im_entropy_mean": 5.2, "im_entropy_min": 5.2, "im_entropy_max": 5.2, "unifilter_score_qwen2_5_1_5b": -0.2705078125, "unifilter_score_qwen3_0_6b": 0.3388671875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9812125857122298, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.00378260011392557, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 0.002740864793415776, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9473490715026855, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.0033466361928731203, "language_detection_annotation_nllb_2_lan": "th", "language_detection_annotation_nllb_2_score": 0.002578817307949066, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.8795822858810425, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.5929316878318787, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9998741149902344, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9992375373840332, "text_quality_dolma3_fasttext_score": 0.5802048444747925, "custom_fasttext_val_fasttext_score": 4.410743713378906e-06, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 3.528594970703125e-05, "custom_fasttext_core_clean_fasttext_score": 3.2186508178710938e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 4.0 }, "119": { "detoxify": 0, "length_chars": 194, "length_tokens": 3422, "length_tokens_text_only": 94, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8466564525257457, "iqa_live_min": 0.8466564525257457, "iqa_live_max": 0.8466564525257457, "iqa_csiq_mean": 0.916569173336029, "iqa_csiq_min": 0.916569173336029, "iqa_csiq_max": 0.916569173336029, "iqa_tid2013_mean": 0.5915084944831001, "iqa_tid2013_min": 0.5915084944831001, "iqa_tid2013_max": 0.5915084944831001, "iqa_kadid10k_mean": 0.68463134765625, "iqa_kadid10k_min": 0.68463134765625, "iqa_kadid10k_max": 0.68463134765625, "iqa_flive_mean": 0.7246183144925822, "iqa_flive_min": 0.7246183144925822, "iqa_flive_max": 0.7246183144925822, "iqa_spaq_mean": 0.7591999709004105, "iqa_spaq_min": 0.7591999709004105, "iqa_spaq_max": 0.7591999709004105, "iqa_clive_mean": 0.7163998382260102, "iqa_clive_min": 0.7163998382260102, "iqa_clive_max": 0.7163998382260102, "iqa_koniq10k_mean": 0.68948395083649, "iqa_koniq10k_min": 0.68948395083649, "iqa_koniq10k_max": 0.68948395083649, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "fr", "score": 7.268525005785224e-23 }, { "lang": "de", "score": 3.0757861598190634e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.954311728477478 }, { "lang": "de", "score": 0.0037618326023221016 }, { "lang": "fr", "score": 0.003085174597799778 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8466564525257457, "iqa_v2_live_min": 0.8466564525257457, "iqa_v2_live_max": 0.8466564525257457, "iqa_v2_csiq_mean": 0.916569173336029, "iqa_v2_csiq_min": 0.916569173336029, "iqa_v2_csiq_max": 0.916569173336029, "iqa_v2_tid2013_mean": 0.5915084944831001, "iqa_v2_tid2013_min": 0.5915084944831001, "iqa_v2_tid2013_max": 0.5915084944831001, "iqa_v2_kadid10k_mean": 0.68463134765625, "iqa_v2_kadid10k_min": 0.68463134765625, "iqa_v2_kadid10k_max": 0.68463134765625, "iqa_v2_flive_mean": 0.7246183144925822, "iqa_v2_flive_min": 0.7246183144925822, "iqa_v2_flive_max": 0.7246183144925822, "iqa_v2_spaq_mean": 0.7591999709004105, "iqa_v2_spaq_min": 0.7591999709004105, "iqa_v2_spaq_max": 0.7591999709004105, "iqa_v2_clive_mean": 0.7163998382260102, "iqa_v2_clive_min": 0.7163998382260102, "iqa_v2_clive_max": 0.7163998382260102, "iqa_v2_koniq10k_mean": 0.68948395083649, "iqa_v2_koniq10k_min": 0.68948395083649, "iqa_v2_koniq10k_max": 0.68948395083649, "imdecont": { "jpg": 0.2504873275756836 }, "imdecont_image_match": { "jpg": 266021 }, "imdecont_max": 0.2504873275756836, "imdecont_mean": 0.2504873275756836, "imdecont_min": 0.2504873275756836, "clip_score_clip_vitl14_224_prev_turn_only_min": 38.21875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 38.21875, "clip_score_clip_vitl14_224_prev_turn_only_max": 38.21875, "clip_score_dfn_public_prev_turn_only_min": 4.6484375, "clip_score_dfn_public_prev_turn_only_mean": 4.6484375, "clip_score_dfn_public_prev_turn_only_max": 4.6484375, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.453125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.453125, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.453125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 32.5625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 32.5625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 32.5625, "clip_score_clip_vitl14_224_next_turn_only_min": 17.28125, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.28125, "clip_score_clip_vitl14_224_next_turn_only_max": 17.28125, "clip_score_dfn_public_next_turn_only_min": 1.2265625, "clip_score_dfn_public_next_turn_only_mean": 1.2265625, "clip_score_dfn_public_next_turn_only_max": 1.2265625, "clip_score_siglip2_b16_224_next_turn_only_min": -9.15625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.15625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.15625, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.765625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.765625, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 37.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 37.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 37.4375, "clip_score_dfn_public_prev_and_next_turn_min": 4.57421875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.57421875, "clip_score_dfn_public_prev_and_next_turn_max": 4.57421875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 5.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 5.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 5.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 32.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 32.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 32.34375, "im_height": { "jpg": 403 }, "im_height_mean": 403.0, "im_height_min": 403, "im_height_max": 403, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.3648 }, "im_ar_mean": 1.3648, "im_ar_min": 1.3648, "im_ar_max": 1.3648, "im_kilobytes": { "jpg": 649.37 }, "im_kilobytes_mean": 649.37, "im_kilobytes_min": 649.37, "im_kilobytes_max": 649.37, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5178.9 }, "im_clarity_mean": 5178.9, "im_clarity_min": 5178.9, "im_clarity_max": 5178.9, "im_luma": { "jpg": 152.72 }, "im_luma_mean": 152.72, "im_luma_min": 152.72, "im_luma_max": 152.72, "im_saturation": { "jpg": 49.53 }, "im_saturation_mean": 49.53, "im_saturation_min": 49.53, "im_saturation_max": 49.53, "im_entropy": { "jpg": 7.44 }, "im_entropy_mean": 7.44, "im_entropy_min": 7.44, "im_entropy_max": 7.44, "unifilter_score_qwen2_5_1_5b": -0.80419921875, "unifilter_score_qwen3_0_6b": 3.51171875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "fr", "language_detection_annotation_lingua_1_score": 7.268525005785224e-23, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 3.0757861598190634e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.954311728477478, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.0037618326023221016, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.003085174597799778, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8865785002708435, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.7813732028007507, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9277132749557495, "text_quality_nvidia_edu_nemotron4_score": 0.51708984375, "text_quality_nvidia_edu_mixtral_score": 0.32470703125, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0019032955169677734, "custom_fasttext_core_fasttext_score": 0.00020295381546020508, "custom_fasttext_val_clean_fasttext_score": 0.0031273365020751953, "custom_fasttext_core_clean_fasttext_score": 0.0019308924674987793, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.9375, "within_sample_repetition_detection": 9.0 }, "125": { "detoxify": 1, "length_chars": 132, "length_tokens": 1872, "length_tokens_text_only": 81, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7653748868691801, "iqa_live_min": 0.7653748868691801, "iqa_live_max": 0.7653748868691801, "iqa_csiq_mean": 0.849674642086029, "iqa_csiq_min": 0.849674642086029, "iqa_csiq_max": 0.849674642086029, "iqa_tid2013_mean": 0.5568947792053223, "iqa_tid2013_min": 0.5568947792053223, "iqa_tid2013_max": 0.5568947792053223, "iqa_kadid10k_mean": 0.67230224609375, "iqa_kadid10k_min": 0.67230224609375, "iqa_kadid10k_max": 0.67230224609375, "iqa_flive_mean": 0.6636571402501579, "iqa_flive_min": 0.6636571402501579, "iqa_flive_max": 0.6636571402501579, "iqa_spaq_mean": 0.5522476350418245, "iqa_spaq_min": 0.5522476350418245, "iqa_spaq_max": 0.5522476350418245, "iqa_clive_mean": 0.49950435908153806, "iqa_clive_min": 0.49950435908153806, "iqa_clive_max": 0.49950435908153806, "iqa_koniq10k_mean": 0.6247743934091896, "iqa_koniq10k_min": 0.6247743934091896, "iqa_koniq10k_max": 0.6247743934091896, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9022806280056589 }, { "lang": "la", "score": 0.014833493216493748 }, { "lang": "tl", "score": 0.014375273282017573 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.882856011390686 }, { "lang": "te", "score": 0.0095907524228096 }, { "lang": "tr", "score": 0.005143242888152599 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7653748868691801, "iqa_v2_live_min": 0.7653748868691801, "iqa_v2_live_max": 0.7653748868691801, "iqa_v2_csiq_mean": 0.849674642086029, "iqa_v2_csiq_min": 0.849674642086029, "iqa_v2_csiq_max": 0.849674642086029, "iqa_v2_tid2013_mean": 0.5568947792053223, "iqa_v2_tid2013_min": 0.5568947792053223, "iqa_v2_tid2013_max": 0.5568947792053223, "iqa_v2_kadid10k_mean": 0.67230224609375, "iqa_v2_kadid10k_min": 0.67230224609375, "iqa_v2_kadid10k_max": 0.67230224609375, "iqa_v2_flive_mean": 0.6636571402501579, "iqa_v2_flive_min": 0.6636571402501579, "iqa_v2_flive_max": 0.6636571402501579, "iqa_v2_spaq_mean": 0.5522476350418245, "iqa_v2_spaq_min": 0.5522476350418245, "iqa_v2_spaq_max": 0.5522476350418245, "iqa_v2_clive_mean": 0.49950435908153806, "iqa_v2_clive_min": 0.49950435908153806, "iqa_v2_clive_max": 0.49950435908153806, "iqa_v2_koniq10k_mean": 0.6247743934091896, "iqa_v2_koniq10k_min": 0.6247743934091896, "iqa_v2_koniq10k_max": 0.6247743934091896, "imdecont": { "jpg": 0.25080960988998413 }, "imdecont_image_match": { "jpg": 184917 }, "imdecont_max": 0.25080960988998413, "imdecont_mean": 0.25080960988998413, "imdecont_min": 0.25080960988998413, "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": 2.150390625, "clip_score_dfn_public_prev_turn_only_mean": 2.150390625, "clip_score_dfn_public_prev_turn_only_max": 2.150390625, "clip_score_siglip2_b16_224_prev_turn_only_min": 8.84375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 8.84375, "clip_score_siglip2_b16_224_prev_turn_only_max": 8.84375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 16.078125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 16.078125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 16.078125, "clip_score_clip_vitl14_224_next_turn_only_min": 13.4140625, "clip_score_clip_vitl14_224_next_turn_only_mean": 13.4140625, "clip_score_clip_vitl14_224_next_turn_only_max": 13.4140625, "clip_score_dfn_public_next_turn_only_min": 0.61572265625, "clip_score_dfn_public_next_turn_only_mean": 0.61572265625, "clip_score_dfn_public_next_turn_only_max": 0.61572265625, "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": 13.96875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.96875, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.96875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 17.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 17.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 17.1875, "clip_score_dfn_public_prev_and_next_turn_min": 2.03125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.03125, "clip_score_dfn_public_prev_and_next_turn_max": 2.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 6.984375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 6.984375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 6.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 15.9765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 15.9765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 15.9765625, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 565 }, "im_width_mean": 565.0, "im_width_min": 565, "im_width_max": 565, "im_ar": { "jpg": 0.7063 }, "im_ar_mean": 0.7063, "im_ar_min": 0.7063, "im_ar_max": 0.7063, "im_kilobytes": { "jpg": 1324.22 }, "im_kilobytes_mean": 1324.22, "im_kilobytes_min": 1324.22, "im_kilobytes_max": 1324.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1740.94 }, "im_clarity_mean": 1740.94, "im_clarity_min": 1740.94, "im_clarity_max": 1740.94, "im_luma": { "jpg": 141.3 }, "im_luma_mean": 141.3, "im_luma_min": 141.3, "im_luma_max": 141.3, "im_saturation": { "jpg": 138.08 }, "im_saturation_mean": 138.08, "im_saturation_min": 138.08, "im_saturation_max": 138.08, "im_entropy": { "jpg": 7.58 }, "im_entropy_mean": 7.58, "im_entropy_min": 7.58, "im_entropy_max": 7.58, "unifilter_score_qwen2_5_1_5b": -1.19140625, "unifilter_score_qwen3_0_6b": -1.41796875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9022806280056589, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 0.014833493216493748, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.014375273282017573, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.882856011390686, "language_detection_annotation_nllb_1_lan": "te", "language_detection_annotation_nllb_1_score": 0.0095907524228096, "language_detection_annotation_nllb_2_lan": "tr", "language_detection_annotation_nllb_2_score": 0.005143242888152599, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.43314221501350403, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.6366865038871765, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.41892948746681213, "text_quality_nvidia_edu_nemotron4_score": 0.2314453125, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9150200486183167, "text_quality_dolma3_fasttext_score": 0.963936984539032, "custom_fasttext_val_fasttext_score": 1.049041748046875e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 1.0728836059570312e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 10.0 }, "123": { "detoxify": 1, "length_chars": 153, "length_tokens": 1870, "length_tokens_text_only": 78, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8196678161621094, "iqa_live_min": 0.8196678161621094, "iqa_live_max": 0.8196678161621094, "iqa_csiq_mean": 0.915104329586029, "iqa_csiq_min": 0.915104329586029, "iqa_csiq_max": 0.915104329586029, "iqa_tid2013_mean": 0.6369729042053223, "iqa_tid2013_min": 0.6369729042053223, "iqa_tid2013_max": 0.6369729042053223, "iqa_kadid10k_mean": 0.7333984375, "iqa_kadid10k_min": 0.7333984375, "iqa_kadid10k_max": 0.7333984375, "iqa_flive_mean": 0.7232767740885417, "iqa_flive_min": 0.7232767740885417, "iqa_flive_max": 0.7232767740885417, "iqa_spaq_mean": 0.6873881022135417, "iqa_spaq_min": 0.6873881022135417, "iqa_spaq_max": 0.6873881022135417, "iqa_clive_mean": 0.5969238666572957, "iqa_clive_min": 0.5969238666572957, "iqa_clive_max": 0.5969238666572957, "iqa_koniq10k_mean": 0.691693546796086, "iqa_koniq10k_min": 0.691693546796086, "iqa_koniq10k_max": 0.691693546796086, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "nn", "score": 5.5969941454823184e-18 }, { "lang": "de", "score": 2.709885218065351e-18 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8977348208427429 }, { "lang": "ru", "score": 0.0049017127603292465 }, { "lang": "vi", "score": 0.0048666298389434814 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8196678161621094, "iqa_v2_live_min": 0.8196678161621094, "iqa_v2_live_max": 0.8196678161621094, "iqa_v2_csiq_mean": 0.915104329586029, "iqa_v2_csiq_min": 0.915104329586029, "iqa_v2_csiq_max": 0.915104329586029, "iqa_v2_tid2013_mean": 0.6369729042053223, "iqa_v2_tid2013_min": 0.6369729042053223, "iqa_v2_tid2013_max": 0.6369729042053223, "iqa_v2_kadid10k_mean": 0.7333984375, "iqa_v2_kadid10k_min": 0.7333984375, "iqa_v2_kadid10k_max": 0.7333984375, "iqa_v2_flive_mean": 0.7233556882299559, "iqa_v2_flive_min": 0.7233556882299559, "iqa_v2_flive_max": 0.7233556882299559, "iqa_v2_spaq_mean": 0.6873881022135417, "iqa_v2_spaq_min": 0.6873881022135417, "iqa_v2_spaq_max": 0.6873881022135417, "iqa_v2_clive_mean": 0.5969238666572957, "iqa_v2_clive_min": 0.5969238666572957, "iqa_v2_clive_max": 0.5969238666572957, "iqa_v2_koniq10k_mean": 0.691693546796086, "iqa_v2_koniq10k_min": 0.691693546796086, "iqa_v2_koniq10k_max": 0.691693546796086, "imdecont": { "jpg": 0.39477264881134033 }, "imdecont_image_match": { "jpg": 265966 }, "imdecont_max": 0.39477264881134033, "imdecont_mean": 0.39477264881134033, "imdecont_min": 0.39477264881134033, "clip_score_clip_vitl14_224_prev_turn_only_min": 32.1875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 32.1875, "clip_score_clip_vitl14_224_prev_turn_only_max": 32.1875, "clip_score_dfn_public_prev_turn_only_min": 1.7763671875, "clip_score_dfn_public_prev_turn_only_mean": 1.7763671875, "clip_score_dfn_public_prev_turn_only_max": 1.7763671875, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.75, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.75, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.75, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.71875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.71875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.71875, "clip_score_clip_vitl14_224_next_turn_only_min": 19.015625, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.015625, "clip_score_clip_vitl14_224_next_turn_only_max": 19.015625, "clip_score_dfn_public_next_turn_only_min": 0.78271484375, "clip_score_dfn_public_next_turn_only_mean": 0.78271484375, "clip_score_dfn_public_next_turn_only_max": 0.78271484375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.859375, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.859375, "clip_score_siglip2_b16_224_next_turn_only_max": -9.859375, "clip_score_longclip_vitl14_224_next_turn_only_min": 18.15625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 18.15625, "clip_score_longclip_vitl14_224_next_turn_only_max": 18.15625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 32.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 32.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 32.8125, "clip_score_dfn_public_prev_and_next_turn_min": 1.6982421875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.6982421875, "clip_score_dfn_public_prev_and_next_turn_max": 1.6982421875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 6.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 6.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 6.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 28.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.6875, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3447.27 }, "im_clarity_mean": 3447.27, "im_clarity_min": 3447.27, "im_clarity_max": 3447.27, "im_luma": { "jpg": 96.12 }, "im_luma_mean": 96.12, "im_luma_min": 96.12, "im_luma_max": 96.12, "im_saturation": { "jpg": 80.63 }, "im_saturation_mean": 80.63, "im_saturation_min": 80.63, "im_saturation_max": 80.63, "im_entropy": { "jpg": 7.35 }, "im_entropy_mean": 7.35, "im_entropy_min": 7.35, "im_entropy_max": 7.35, "unifilter_score_qwen2_5_1_5b": -1.8720703125, "unifilter_score_qwen3_0_6b": -0.0830078125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "nn", "language_detection_annotation_lingua_1_score": 5.5969941454823184e-18, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 2.709885218065351e-18, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8977348208427429, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0049017127603292465, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.0048666298389434814, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.5748240947723389, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.4868539273738861, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9945428371429443, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.999369204044342, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 1.0609626770019531e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 6.67572021484375e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.1875, "within_sample_repetition_detection": 4.0 }, "113": { "detoxify": 1, "length_chars": 132, "length_tokens": 3400, "length_tokens_text_only": 72, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.5630784853540285, "iqa_live_min": 0.5630784853540285, "iqa_live_max": 0.5630784853540285, "iqa_csiq_mean": 0.794498860836029, "iqa_csiq_min": 0.794498860836029, "iqa_csiq_max": 0.794498860836029, "iqa_tid2013_mean": 0.4214781125386556, "iqa_tid2013_min": 0.4214781125386556, "iqa_tid2013_max": 0.4214781125386556, "iqa_kadid10k_mean": 0.3892822265625, "iqa_kadid10k_min": 0.3892822265625, "iqa_kadid10k_max": 0.3892822265625, "iqa_flive_mean": 0.6330088605784407, "iqa_flive_min": 0.6330088605784407, "iqa_flive_max": 0.6330088605784407, "iqa_spaq_mean": 0.3976942890822286, "iqa_spaq_min": 0.3976942890822286, "iqa_spaq_max": 0.3976942890822286, "iqa_clive_mean": 0.3475551797886088, "iqa_clive_min": 0.3475551797886088, "iqa_clive_max": 0.3475551797886088, "iqa_koniq10k_mean": 0.5130319691667653, "iqa_koniq10k_min": 0.5130319691667653, "iqa_koniq10k_max": 0.5130319691667653, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9977631695585134 }, { "lang": "tl", "score": 0.0006917911310672316 }, { "lang": "da", "score": 0.0003260220601354913 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9274582862854004 }, { "lang": "de", "score": 0.01292810682207346 }, { "lang": "fa", "score": 0.0036605556961148977 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.5630784853540285, "iqa_v2_live_min": 0.5630784853540285, "iqa_v2_live_max": 0.5630784853540285, "iqa_v2_csiq_mean": 0.794498860836029, "iqa_v2_csiq_min": 0.794498860836029, "iqa_v2_csiq_max": 0.794498860836029, "iqa_v2_tid2013_mean": 0.4214781125386556, "iqa_v2_tid2013_min": 0.4214781125386556, "iqa_v2_tid2013_max": 0.4214781125386556, "iqa_v2_kadid10k_mean": 0.3892822265625, "iqa_v2_kadid10k_min": 0.3892822265625, "iqa_v2_kadid10k_max": 0.3892822265625, "iqa_v2_flive_mean": 0.6330088605784407, "iqa_v2_flive_min": 0.6330088605784407, "iqa_v2_flive_max": 0.6330088605784407, "iqa_v2_spaq_mean": 0.3976942890822286, "iqa_v2_spaq_min": 0.3976942890822286, "iqa_v2_spaq_max": 0.3976942890822286, "iqa_v2_clive_mean": 0.3475551797886088, "iqa_v2_clive_min": 0.3475551797886088, "iqa_v2_clive_max": 0.3475551797886088, "iqa_v2_koniq10k_mean": 0.5130319691667653, "iqa_v2_koniq10k_min": 0.5130319691667653, "iqa_v2_koniq10k_max": 0.5130319691667653, "imdecont": { "jpg": 0.307766318321228 }, "imdecont_image_match": { "jpg": 265798 }, "imdecont_max": 0.307766318321228, "imdecont_mean": 0.307766318321228, "imdecont_min": 0.307766318321228, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.65625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.65625, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.65625, "clip_score_dfn_public_prev_turn_only_min": 4.046875, "clip_score_dfn_public_prev_turn_only_mean": 4.046875, "clip_score_dfn_public_prev_turn_only_max": 4.046875, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.484375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.484375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.484375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.296875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.296875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.296875, "clip_score_clip_vitl14_224_next_turn_only_min": 15.7109375, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.7109375, "clip_score_clip_vitl14_224_next_turn_only_max": 15.7109375, "clip_score_dfn_public_next_turn_only_min": 0.28271484375, "clip_score_dfn_public_next_turn_only_mean": 0.28271484375, "clip_score_dfn_public_next_turn_only_max": 0.28271484375, "clip_score_siglip2_b16_224_next_turn_only_min": -10.375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.375, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.1328125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.1328125, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.1328125, "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": 4.24609375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.24609375, "clip_score_dfn_public_prev_and_next_turn_max": 4.24609375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.96875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.96875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 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": 618 }, "im_height_mean": 618.0, "im_height_min": 618, "im_height_max": 618, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.335 }, "im_ar_mean": 1.335, "im_ar_min": 1.335, "im_ar_max": 1.335, "im_kilobytes": { "jpg": 1493.7 }, "im_kilobytes_mean": 1493.7, "im_kilobytes_min": 1493.7, "im_kilobytes_max": 1493.7, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1027.01 }, "im_clarity_mean": 1027.01, "im_clarity_min": 1027.01, "im_clarity_max": 1027.01, "im_luma": { "jpg": 46.21 }, "im_luma_mean": 46.21, "im_luma_min": 46.21, "im_luma_max": 46.21, "im_saturation": { "jpg": 70.36 }, "im_saturation_mean": 70.36, "im_saturation_min": 70.36, "im_saturation_max": 70.36, "im_entropy": { "jpg": 6.48 }, "im_entropy_mean": 6.48, "im_entropy_min": 6.48, "im_entropy_max": 6.48, "unifilter_score_qwen2_5_1_5b": -0.469970703125, "unifilter_score_qwen3_0_6b": 0.31298828125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9977631695585134, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.0006917911310672316, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 0.0003260220601354913, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9274582862854004, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.01292810682207346, "language_detection_annotation_nllb_2_lan": "fa", "language_detection_annotation_nllb_2_score": 0.0036605556961148977, "text_quality_weborganizer_topic_label": "Games", "text_quality_weborganizer_topic_score": 0.9610725045204163, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.49760422110557556, "text_quality_nvidia_domain_label": "Games", "text_quality_nvidia_domain_score": 0.999889612197876, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.019433915615081787, "text_quality_dolma3_fasttext_score": 0.8306550979614258, "custom_fasttext_val_fasttext_score": 8.702278137207031e-06, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00018829107284545898, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.0625, "within_sample_repetition_detection": 10.0 }, "121": { "detoxify": 1, "length_chars": 117, "length_tokens": 3401, "length_tokens_text_only": 73, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6018647858590791, "iqa_live_min": 0.6018647858590791, "iqa_live_max": 0.6018647858590791, "iqa_csiq_mean": 0.826969563961029, "iqa_csiq_min": 0.826969563961029, "iqa_csiq_max": 0.826969563961029, "iqa_tid2013_mean": 0.3920727305942111, "iqa_tid2013_min": 0.3920727305942111, "iqa_tid2013_max": 0.3920727305942111, "iqa_kadid10k_mean": 0.3038330078125, "iqa_kadid10k_min": 0.3038330078125, "iqa_kadid10k_max": 0.3038330078125, "iqa_flive_mean": 0.6495019161339962, "iqa_flive_min": 0.6495019161339962, "iqa_flive_max": 0.6495019161339962, "iqa_spaq_mean": 0.5330320416074811, "iqa_spaq_min": 0.5330320416074811, "iqa_spaq_max": 0.5330320416074811, "iqa_clive_mean": 0.4762690765689118, "iqa_clive_min": 0.4762690765689118, "iqa_clive_max": 0.4762690765689118, "iqa_koniq10k_mean": 0.5785307065405028, "iqa_koniq10k_min": 0.5785307065405028, "iqa_koniq10k_max": 0.5785307065405028, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.868184597984607 }, { "lang": "la", "score": 0.044509408622024876 }, { "lang": "fr", "score": 0.029904588393918956 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9334131479263306 }, { "lang": "it", "score": 0.007186457980424166 }, { "lang": "pt", "score": 0.00479785306379199 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6018647858590791, "iqa_v2_live_min": 0.6018647858590791, "iqa_v2_live_max": 0.6018647858590791, "iqa_v2_csiq_mean": 0.826969563961029, "iqa_v2_csiq_min": 0.826969563961029, "iqa_v2_csiq_max": 0.826969563961029, "iqa_v2_tid2013_mean": 0.3920727305942111, "iqa_v2_tid2013_min": 0.3920727305942111, "iqa_v2_tid2013_max": 0.3920727305942111, "iqa_v2_kadid10k_mean": 0.3038330078125, "iqa_v2_kadid10k_min": 0.3038330078125, "iqa_v2_kadid10k_max": 0.3038330078125, "iqa_v2_flive_mean": 0.6495068482678347, "iqa_v2_flive_min": 0.6495068482678347, "iqa_v2_flive_max": 0.6495068482678347, "iqa_v2_spaq_mean": 0.5330123130721276, "iqa_v2_spaq_min": 0.5330123130721276, "iqa_v2_spaq_max": 0.5330123130721276, "iqa_v2_clive_mean": 0.47628387297042696, "iqa_v2_clive_min": 0.47628387297042696, "iqa_v2_clive_max": 0.47628387297042696, "iqa_v2_koniq10k_mean": 0.5785307065405028, "iqa_v2_koniq10k_min": 0.5785307065405028, "iqa_v2_koniq10k_max": 0.5785307065405028, "imdecont": { "jpg": 0.24268025159835815 }, "imdecont_image_match": { "jpg": 246481 }, "imdecont_max": 0.24268025159835815, "imdecont_mean": 0.24268025159835815, "imdecont_min": 0.24268025159835815, "clip_score_clip_vitl14_224_prev_turn_only_min": 32.0625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 32.0625, "clip_score_clip_vitl14_224_prev_turn_only_max": 32.0625, "clip_score_dfn_public_prev_turn_only_min": 4.2734375, "clip_score_dfn_public_prev_turn_only_mean": 4.2734375, "clip_score_dfn_public_prev_turn_only_max": 4.2734375, "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": 33.5625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 33.5625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 33.5625, "clip_score_clip_vitl14_224_next_turn_only_min": 16.859375, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.859375, "clip_score_clip_vitl14_224_next_turn_only_max": 16.859375, "clip_score_dfn_public_next_turn_only_min": 0.3603515625, "clip_score_dfn_public_next_turn_only_mean": 0.3603515625, "clip_score_dfn_public_next_turn_only_max": 0.3603515625, "clip_score_siglip2_b16_224_next_turn_only_min": -10.203125, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.203125, "clip_score_siglip2_b16_224_next_turn_only_max": -10.203125, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.171875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.171875, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 31.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 31.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 31.640625, "clip_score_dfn_public_prev_and_next_turn_min": 4.22265625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.22265625, "clip_score_dfn_public_prev_and_next_turn_max": 4.22265625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 9.046875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 9.046875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 9.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 33.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 33.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 33.34375, "im_height": { "jpg": 444 }, "im_height_mean": 444.0, "im_height_min": 444, "im_height_max": 444, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.2387 }, "im_ar_mean": 1.2387, "im_ar_min": 1.2387, "im_ar_max": 1.2387, "im_kilobytes": { "jpg": 715.43 }, "im_kilobytes_mean": 715.43, "im_kilobytes_min": 715.43, "im_kilobytes_max": 715.43, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3194.22 }, "im_clarity_mean": 3194.22, "im_clarity_min": 3194.22, "im_clarity_max": 3194.22, "im_luma": { "jpg": 132.69 }, "im_luma_mean": 132.69, "im_luma_min": 132.69, "im_luma_max": 132.69, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 7.44 }, "im_entropy_mean": 7.44, "im_entropy_min": 7.44, "im_entropy_max": 7.44, "unifilter_score_qwen2_5_1_5b": 1.392578125, "unifilter_score_qwen3_0_6b": 0.489013671875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.868184597984607, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 0.044509408622024876, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 0.029904588393918956, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9334131479263306, "language_detection_annotation_nllb_1_lan": "it", "language_detection_annotation_nllb_1_score": 0.007186457980424166, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.00479785306379199, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.8706519603729248, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.4726613163948059, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.8735451102256775, "text_quality_nvidia_edu_nemotron4_score": 0.84619140625, "text_quality_nvidia_edu_mixtral_score": 0.31396484375, "text_quality_dclmbaseline_fasttext_score": 0.9965061545372009, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 7.975101470947266e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00042515993118286133, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.9375, "within_sample_repetition_detection": 9.0 }, "107": { "detoxify": 0, "length_chars": 142, "length_tokens": 3405, "length_tokens_text_only": 78, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7563786747479679, "iqa_live_min": 0.7563786747479679, "iqa_live_max": 0.7563786747479679, "iqa_csiq_mean": 0.891422688961029, "iqa_csiq_min": 0.891422688961029, "iqa_csiq_max": 0.891422688961029, "iqa_tid2013_mean": 0.5960657861497667, "iqa_tid2013_min": 0.5960657861497667, "iqa_tid2013_max": 0.5960657861497667, "iqa_kadid10k_mean": 0.6581192016601562, "iqa_kadid10k_min": 0.6581192016601562, "iqa_kadid10k_max": 0.6581192016601562, "iqa_flive_mean": 0.7211460922703599, "iqa_flive_min": 0.7211460922703599, "iqa_flive_max": 0.7211460922703599, "iqa_spaq_mean": 0.6234676476680872, "iqa_spaq_min": 0.6234676476680872, "iqa_spaq_max": 0.6234676476680872, "iqa_clive_mean": 0.66494781802399, "iqa_clive_min": 0.66494781802399, "iqa_clive_max": 0.66494781802399, "iqa_koniq10k_mean": 0.6636001124526516, "iqa_koniq10k_min": 0.6636001124526516, "iqa_koniq10k_max": 0.6636001124526516, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9635239667891883 }, { "lang": "tl", "score": 0.00893791978833369 }, { "lang": "nb", "score": 0.004704770641250191 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9127454161643982 }, { "lang": "id", "score": 0.006895664148032665 }, { "lang": "es", "score": 0.00507764145731926 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7563786747479679, "iqa_v2_live_min": 0.7563786747479679, "iqa_v2_live_max": 0.7563786747479679, "iqa_v2_csiq_mean": 0.891422688961029, "iqa_v2_csiq_min": 0.891422688961029, "iqa_v2_csiq_max": 0.891422688961029, "iqa_v2_tid2013_mean": 0.5960657861497667, "iqa_v2_tid2013_min": 0.5960657861497667, "iqa_v2_tid2013_max": 0.5960657861497667, "iqa_v2_kadid10k_mean": 0.6581192016601562, "iqa_v2_kadid10k_min": 0.6581192016601562, "iqa_v2_kadid10k_max": 0.6581192016601562, "iqa_v2_flive_mean": 0.7211460922703599, "iqa_v2_flive_min": 0.7211460922703599, "iqa_v2_flive_max": 0.7211460922703599, "iqa_v2_spaq_mean": 0.6234676476680872, "iqa_v2_spaq_min": 0.6234676476680872, "iqa_v2_spaq_max": 0.6234676476680872, "iqa_v2_clive_mean": 0.66494781802399, "iqa_v2_clive_min": 0.66494781802399, "iqa_v2_clive_max": 0.66494781802399, "iqa_v2_koniq10k_mean": 0.6636001124526516, "iqa_v2_koniq10k_min": 0.6636001124526516, "iqa_v2_koniq10k_max": 0.6636001124526516, "imdecont": { "jpg": 0.2872687578201294 }, "imdecont_image_match": { "jpg": 181174 }, "imdecont_max": 0.2872687578201294, "imdecont_mean": 0.2872687578201294, "imdecont_min": 0.2872687578201294, "clip_score_clip_vitl14_224_prev_turn_only_min": 23.609375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 23.609375, "clip_score_clip_vitl14_224_prev_turn_only_max": 23.609375, "clip_score_dfn_public_prev_turn_only_min": 2.794921875, "clip_score_dfn_public_prev_turn_only_mean": 2.794921875, "clip_score_dfn_public_prev_turn_only_max": 2.794921875, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.03125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.03125, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.03125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.21875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.21875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.21875, "clip_score_clip_vitl14_224_next_turn_only_min": 19.875, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.875, "clip_score_clip_vitl14_224_next_turn_only_max": 19.875, "clip_score_dfn_public_next_turn_only_min": 1.634765625, "clip_score_dfn_public_next_turn_only_mean": 1.634765625, "clip_score_dfn_public_next_turn_only_max": 1.634765625, "clip_score_siglip2_b16_224_next_turn_only_min": -5.7578125, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.7578125, "clip_score_siglip2_b16_224_next_turn_only_max": -5.7578125, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.0625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.0625, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.0625, "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": 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": 5.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 5.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 5.015625, "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": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 300 }, "im_width_mean": 300.0, "im_width_min": 300, "im_width_max": 300, "im_ar": { "jpg": 0.75 }, "im_ar_mean": 0.75, "im_ar_min": 0.75, "im_ar_max": 0.75, "im_kilobytes": { "jpg": 351.56 }, "im_kilobytes_mean": 351.56, "im_kilobytes_min": 351.56, "im_kilobytes_max": 351.56, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3023.79 }, "im_clarity_mean": 3023.79, "im_clarity_min": 3023.79, "im_clarity_max": 3023.79, "im_luma": { "jpg": 96.69 }, "im_luma_mean": 96.69, "im_luma_min": 96.69, "im_luma_max": 96.69, "im_saturation": { "jpg": 119.12 }, "im_saturation_mean": 119.12, "im_saturation_min": 119.12, "im_saturation_max": 119.12, "im_entropy": { "jpg": 7.49 }, "im_entropy_mean": 7.49, "im_entropy_min": 7.49, "im_entropy_max": 7.49, "unifilter_score_qwen2_5_1_5b": 0.28515625, "unifilter_score_qwen3_0_6b": 0.436767578125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9635239667891883, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.00893791978833369, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 0.004704770641250191, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9127454161643982, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.006895664148032665, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.00507764145731926, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7513566017150879, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.459994912147522, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.9975347518920898, "text_quality_nvidia_edu_nemotron4_score": 0.27490234375, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9974571466445923, "text_quality_dolma3_fasttext_score": 0.9998424053192139, "custom_fasttext_val_fasttext_score": 4.208087921142578e-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": 9.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 4.0 }, "124": { "detoxify": 0, "length_chars": 125, "length_tokens": 1862, "length_tokens_text_only": 70, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8179317050509982, "iqa_live_min": 0.8179317050509982, "iqa_live_max": 0.8179317050509982, "iqa_csiq_mean": 0.976139485836029, "iqa_csiq_min": 0.976139485836029, "iqa_csiq_max": 0.976139485836029, "iqa_tid2013_mean": 0.7058748139275445, "iqa_tid2013_min": 0.7058748139275445, "iqa_tid2013_max": 0.7058748139275445, "iqa_kadid10k_mean": 0.65924072265625, "iqa_kadid10k_min": 0.65924072265625, "iqa_kadid10k_max": 0.65924072265625, "iqa_flive_mean": 0.7419794256036932, "iqa_flive_min": 0.7419794256036932, "iqa_flive_max": 0.7419794256036932, "iqa_spaq_mean": 0.7904499709004105, "iqa_spaq_min": 0.7904499709004105, "iqa_spaq_max": 0.7904499709004105, "iqa_clive_mean": 0.7818985755997475, "iqa_clive_min": 0.7818985755997475, "iqa_clive_max": 0.7818985755997475, "iqa_koniq10k_mean": 0.7362011225536617, "iqa_koniq10k_min": 0.7362011225536617, "iqa_koniq10k_max": 0.7362011225536617, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9643602618128373 }, { "lang": "tl", "score": 0.03092024754327793 }, { "lang": "fr", "score": 0.0010743513899016805 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9126535058021545 }, { "lang": "fr", "score": 0.007844924926757812 }, { "lang": "de", "score": 0.007251229602843523 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8179317050509982, "iqa_v2_live_min": 0.8179317050509982, "iqa_v2_live_max": 0.8179317050509982, "iqa_v2_csiq_mean": 0.976139485836029, "iqa_v2_csiq_min": 0.976139485836029, "iqa_v2_csiq_max": 0.976139485836029, "iqa_v2_tid2013_mean": 0.7059833208719889, "iqa_v2_tid2013_min": 0.7059833208719889, "iqa_v2_tid2013_max": 0.7059833208719889, "iqa_v2_kadid10k_mean": 0.6592483520507812, "iqa_v2_kadid10k_min": 0.6592483520507812, "iqa_v2_kadid10k_max": 0.6592483520507812, "iqa_v2_flive_mean": 0.7419794256036932, "iqa_v2_flive_min": 0.7419794256036932, "iqa_v2_flive_max": 0.7419794256036932, "iqa_v2_spaq_mean": 0.7904499709004105, "iqa_v2_spaq_min": 0.7904499709004105, "iqa_v2_spaq_max": 0.7904499709004105, "iqa_v2_clive_mean": 0.7818985755997475, "iqa_v2_clive_min": 0.7818985755997475, "iqa_v2_clive_max": 0.7818985755997475, "iqa_v2_koniq10k_mean": 0.7362011225536617, "iqa_v2_koniq10k_min": 0.7362011225536617, "iqa_v2_koniq10k_max": 0.7362011225536617, "imdecont": { "jpg": 0.3891388177871704 }, "imdecont_image_match": { "jpg": 265940 }, "imdecont_max": 0.3891388177871704, "imdecont_mean": 0.3891388177871704, "imdecont_min": 0.3891388177871704, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.5625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.5625, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.5625, "clip_score_dfn_public_prev_turn_only_min": 2.537109375, "clip_score_dfn_public_prev_turn_only_mean": 2.537109375, "clip_score_dfn_public_prev_turn_only_max": 2.537109375, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.53125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.53125, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.53125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.234375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.234375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.234375, "clip_score_clip_vitl14_224_next_turn_only_min": 20.140625, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.140625, "clip_score_clip_vitl14_224_next_turn_only_max": 20.140625, "clip_score_dfn_public_next_turn_only_min": 1.125, "clip_score_dfn_public_next_turn_only_mean": 1.125, "clip_score_dfn_public_next_turn_only_max": 1.125, "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": 16.84375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.84375, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.84375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.859375, "clip_score_dfn_public_prev_and_next_turn_min": 2.685546875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.685546875, "clip_score_dfn_public_prev_and_next_turn_max": 2.685546875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.15625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.15625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.15625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.296875, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5324.89 }, "im_clarity_mean": 5324.89, "im_clarity_min": 5324.89, "im_clarity_max": 5324.89, "im_luma": { "jpg": 174.94 }, "im_luma_mean": 174.94, "im_luma_min": 174.94, "im_luma_max": 174.94, "im_saturation": { "jpg": 43.27 }, "im_saturation_mean": 43.27, "im_saturation_min": 43.27, "im_saturation_max": 43.27, "im_entropy": { "jpg": 6.87 }, "im_entropy_mean": 6.87, "im_entropy_min": 6.87, "im_entropy_max": 6.87, "unifilter_score_qwen2_5_1_5b": -0.56591796875, "unifilter_score_qwen3_0_6b": -2.46875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9643602618128373, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.03092024754327793, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 0.0010743513899016805, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9126535058021545, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.007844924926757812, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.007251229602843523, "text_quality_weborganizer_topic_label": "Social Life", "text_quality_weborganizer_topic_score": 0.5231228470802307, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.33610931038856506, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.5952420234680176, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.6032306551933289, "text_quality_dolma3_fasttext_score": 0.999975323677063, "custom_fasttext_val_fasttext_score": 2.5510787963867188e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00019294023513793945, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.0, "within_sample_repetition_detection": 8.0 }, "128": { "detoxify": 0, "length_chars": 107, "length_tokens": 1864, "length_tokens_text_only": 73, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6552107454550387, "iqa_live_min": 0.6552107454550387, "iqa_live_max": 0.6552107454550387, "iqa_csiq_mean": 0.925358235836029, "iqa_csiq_min": 0.925358235836029, "iqa_csiq_max": 0.925358235836029, "iqa_tid2013_mean": 0.3838804562886556, "iqa_tid2013_min": 0.3838804562886556, "iqa_tid2013_max": 0.3838804562886556, "iqa_kadid10k_mean": 0.3572998046875, "iqa_kadid10k_min": 0.3572998046875, "iqa_kadid10k_max": 0.3572998046875, "iqa_flive_mean": 0.7170030998461174, "iqa_flive_min": 0.7170030998461174, "iqa_flive_max": 0.7170030998461174, "iqa_spaq_mean": 0.5834581779711174, "iqa_spaq_min": 0.5834581779711174, "iqa_spaq_max": 0.5834581779711174, "iqa_clive_mean": 0.6455349392361112, "iqa_clive_min": 0.6455349392361112, "iqa_clive_max": 0.6455349392361112, "iqa_koniq10k_mean": 0.6072554540152502, "iqa_koniq10k_min": 0.6072554540152502, "iqa_koniq10k_max": 0.6072554540152502, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.7678974884195839 }, { "lang": "fr", "score": 0.03497670258381801 }, { "lang": "tl", "score": 0.0308961983421202 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9449493885040283 }, { "lang": "de", "score": 0.0042371139861643314 }, { "lang": "id", "score": 0.003048771759495139 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6552107454550387, "iqa_v2_live_min": 0.6552107454550387, "iqa_v2_live_max": 0.6552107454550387, "iqa_v2_csiq_mean": 0.925358235836029, "iqa_v2_csiq_min": 0.925358235836029, "iqa_v2_csiq_max": 0.925358235836029, "iqa_v2_tid2013_mean": 0.3838804562886556, "iqa_v2_tid2013_min": 0.3838804562886556, "iqa_v2_tid2013_max": 0.3838804562886556, "iqa_v2_kadid10k_mean": 0.3572998046875, "iqa_v2_kadid10k_min": 0.3572998046875, "iqa_v2_kadid10k_max": 0.3572998046875, "iqa_v2_flive_mean": 0.7170030998461174, "iqa_v2_flive_min": 0.7170030998461174, "iqa_v2_flive_max": 0.7170030998461174, "iqa_v2_spaq_mean": 0.5834581779711174, "iqa_v2_spaq_min": 0.5834581779711174, "iqa_v2_spaq_max": 0.5834581779711174, "iqa_v2_clive_mean": 0.6455349392361112, "iqa_v2_clive_min": 0.6455349392361112, "iqa_v2_clive_max": 0.6455349392361112, "iqa_v2_koniq10k_mean": 0.6072554540152502, "iqa_v2_koniq10k_min": 0.6072554540152502, "iqa_v2_koniq10k_max": 0.6072554540152502, "imdecont": { "jpg": 0.30670368671417236 }, "imdecont_image_match": { "jpg": 265907 }, "imdecont_max": 0.30670368671417236, "imdecont_mean": 0.30670368671417236, "imdecont_min": 0.30670368671417236, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.9375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.9375, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.9375, "clip_score_dfn_public_prev_turn_only_min": 2.6875, "clip_score_dfn_public_prev_turn_only_mean": 2.6875, "clip_score_dfn_public_prev_turn_only_max": 2.6875, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.890625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.890625, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.890625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.84375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.84375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.84375, "clip_score_clip_vitl14_224_next_turn_only_min": 18.171875, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.171875, "clip_score_clip_vitl14_224_next_turn_only_max": 18.171875, "clip_score_dfn_public_next_turn_only_min": 1.265625, "clip_score_dfn_public_next_turn_only_mean": 1.265625, "clip_score_dfn_public_next_turn_only_max": 1.265625, "clip_score_siglip2_b16_224_next_turn_only_min": -7.140625, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.140625, "clip_score_siglip2_b16_224_next_turn_only_max": -7.140625, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.25, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.25, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.25, "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": 2.853515625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.853515625, "clip_score_dfn_public_prev_and_next_turn_max": 2.853515625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.6875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.6875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.015625, "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": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 240 }, "im_width_mean": 240.0, "im_width_min": 240, "im_width_max": 240, "im_ar": { "jpg": 0.6 }, "im_ar_mean": 0.6, "im_ar_min": 0.6, "im_ar_max": 0.6, "im_kilobytes": { "jpg": 281.25 }, "im_kilobytes_mean": 281.25, "im_kilobytes_min": 281.25, "im_kilobytes_max": 281.25, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5412.01 }, "im_clarity_mean": 5412.01, "im_clarity_min": 5412.01, "im_clarity_max": 5412.01, "im_luma": { "jpg": 137.92 }, "im_luma_mean": 137.92, "im_luma_min": 137.92, "im_luma_max": 137.92, "im_saturation": { "jpg": 26.53 }, "im_saturation_mean": 26.53, "im_saturation_min": 26.53, "im_saturation_max": 26.53, "im_entropy": { "jpg": 7.29 }, "im_entropy_mean": 7.29, "im_entropy_min": 7.29, "im_entropy_max": 7.29, "unifilter_score_qwen2_5_1_5b": -0.329833984375, "unifilter_score_qwen3_0_6b": 1.1015625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.7678974884195839, "language_detection_annotation_lingua_1_lan": "fr", "language_detection_annotation_lingua_1_score": 0.03497670258381801, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.0308961983421202, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9449493885040283, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.0042371139861643314, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.003048771759495139, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7007114291191101, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.6164801120758057, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9980136156082153, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.7605468034744263, "text_quality_dolma3_fasttext_score": 0.6314499378204346, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0004934072494506836, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 4.0 }, "109": { "detoxify": 1, "length_chars": 167, "length_tokens": 1871, "length_tokens_text_only": 79, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6989291797984729, "iqa_live_min": 0.6989291797984729, "iqa_live_max": 0.6989291797984729, "iqa_csiq_mean": 0.898991048336029, "iqa_csiq_min": 0.898991048336029, "iqa_csiq_max": 0.898991048336029, "iqa_tid2013_mean": 0.5651413069831001, "iqa_tid2013_min": 0.5651413069831001, "iqa_tid2013_max": 0.5651413069831001, "iqa_kadid10k_mean": 0.582733154296875, "iqa_kadid10k_min": 0.582733154296875, "iqa_kadid10k_max": 0.582733154296875, "iqa_flive_mean": 0.7113212816642993, "iqa_flive_min": 0.7113212816642993, "iqa_flive_max": 0.7113212816642993, "iqa_spaq_mean": 0.7704057789812185, "iqa_spaq_min": 0.7704057789812185, "iqa_spaq_max": 0.7704057789812185, "iqa_clive_mean": 0.7741649897411617, "iqa_clive_min": 0.7741649897411617, "iqa_clive_max": 0.7741649897411617, "iqa_koniq10k_mean": 0.6391367286142677, "iqa_koniq10k_min": 0.6391367286142677, "iqa_koniq10k_max": 0.6391367286142677, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999997671 }, { "lang": "da", "score": 2.32631267808273e-13 }, { "lang": "nl", "score": 2.9097805292679786e-16 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8451511859893799 }, { "lang": "de", "score": 0.008537976071238518 }, { "lang": "nl", "score": 0.0072384062223136425 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6989291797984729, "iqa_v2_live_min": 0.6989291797984729, "iqa_v2_live_max": 0.6989291797984729, "iqa_v2_csiq_mean": 0.898991048336029, "iqa_v2_csiq_min": 0.898991048336029, "iqa_v2_csiq_max": 0.898991048336029, "iqa_v2_tid2013_mean": 0.5651413069831001, "iqa_v2_tid2013_min": 0.5651413069831001, "iqa_v2_tid2013_max": 0.5651413069831001, "iqa_v2_kadid10k_mean": 0.582733154296875, "iqa_v2_kadid10k_min": 0.582733154296875, "iqa_v2_kadid10k_max": 0.582733154296875, "iqa_v2_flive_mean": 0.7113607387350064, "iqa_v2_flive_min": 0.7113607387350064, "iqa_v2_flive_max": 0.7113607387350064, "iqa_v2_spaq_mean": 0.7704057789812185, "iqa_v2_spaq_min": 0.7704057789812185, "iqa_v2_spaq_max": 0.7704057789812185, "iqa_v2_clive_mean": 0.7740071614583334, "iqa_v2_clive_min": 0.7740071614583334, "iqa_v2_clive_max": 0.7740071614583334, "iqa_v2_koniq10k_mean": 0.6391367286142677, "iqa_v2_koniq10k_min": 0.6391367286142677, "iqa_v2_koniq10k_max": 0.6391367286142677, "imdecont": { "jpg": 0.38091790676116943 }, "imdecont_image_match": { "jpg": 265910 }, "imdecont_max": 0.38091790676116943, "imdecont_mean": 0.38091790676116943, "imdecont_min": 0.38091790676116943, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.90625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.90625, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.90625, "clip_score_dfn_public_prev_turn_only_min": 3.408203125, "clip_score_dfn_public_prev_turn_only_mean": 3.408203125, "clip_score_dfn_public_prev_turn_only_max": 3.408203125, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.9375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.9375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.9375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.625, "clip_score_clip_vitl14_224_next_turn_only_min": 17.265625, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.265625, "clip_score_clip_vitl14_224_next_turn_only_max": 17.265625, "clip_score_dfn_public_next_turn_only_min": 0.63232421875, "clip_score_dfn_public_next_turn_only_mean": 0.63232421875, "clip_score_dfn_public_next_turn_only_max": 0.63232421875, "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": 16.09375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.09375, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.375, "clip_score_dfn_public_prev_and_next_turn_min": 2.998046875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.998046875, "clip_score_dfn_public_prev_and_next_turn_max": 2.998046875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.0625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.0625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.0625, "im_height": { "jpg": 533 }, "im_height_mean": 533.0, "im_height_min": 533, "im_height_max": 533, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.5009 }, "im_ar_mean": 1.5009, "im_ar_min": 1.5009, "im_ar_max": 1.5009, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2836.25 }, "im_clarity_mean": 2836.25, "im_clarity_min": 2836.25, "im_clarity_max": 2836.25, "im_luma": { "jpg": 114.88 }, "im_luma_mean": 114.88, "im_luma_min": 114.88, "im_luma_max": 114.88, "im_saturation": { "jpg": 57.57 }, "im_saturation_mean": 57.57, "im_saturation_min": 57.57, "im_saturation_max": 57.57, "im_entropy": { "jpg": 6.92 }, "im_entropy_mean": 6.92, "im_entropy_min": 6.92, "im_entropy_max": 6.92, "unifilter_score_qwen2_5_1_5b": -2.22265625, "unifilter_score_qwen3_0_6b": -1.8173828125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999997671, "language_detection_annotation_lingua_1_lan": "da", "language_detection_annotation_lingua_1_score": 2.32631267808273e-13, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 2.9097805292679786e-16, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8451511859893799, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.008537976071238518, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.0072384062223136425, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.4078863859176636, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.39063042402267456, "text_quality_nvidia_domain_label": "Adult", "text_quality_nvidia_domain_score": 0.786220133304596, "text_quality_nvidia_edu_nemotron4_score": 0.5712890625, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.4950793981552124, "text_quality_dolma3_fasttext_score": 0.022389709949493408, "custom_fasttext_val_fasttext_score": 0.00015342235565185547, "custom_fasttext_core_fasttext_score": 3.826618194580078e-05, "custom_fasttext_val_clean_fasttext_score": 0.0026160478591918945, "custom_fasttext_core_clean_fasttext_score": 0.00045883655548095703, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 3.21875, "within_sample_repetition_detection": 10.0 }, "131": { "detoxify": 0, "length_chars": 178, "length_tokens": 3413, "length_tokens_text_only": 86, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6875655434348367, "iqa_live_min": 0.6875655434348367, "iqa_live_max": 0.6875655434348367, "iqa_csiq_mean": 0.863346517086029, "iqa_csiq_min": 0.863346517086029, "iqa_csiq_max": 0.863346517086029, "iqa_tid2013_mean": 0.4234312375386556, "iqa_tid2013_min": 0.4234312375386556, "iqa_tid2013_max": 0.4234312375386556, "iqa_kadid10k_mean": 0.4779052734375, "iqa_kadid10k_min": 0.4779052734375, "iqa_kadid10k_max": 0.4779052734375, "iqa_flive_mean": 0.6337486806541983, "iqa_flive_min": 0.6337486806541983, "iqa_flive_max": 0.6337486806541983, "iqa_spaq_mean": 0.49222356622869323, "iqa_spaq_min": 0.49222356622869323, "iqa_spaq_max": 0.49222356622869323, "iqa_clive_mean": 0.4918990087027502, "iqa_clive_min": 0.4918990087027502, "iqa_clive_max": 0.4918990087027502, "iqa_koniq10k_mean": 0.6260370196718159, "iqa_koniq10k_min": 0.6260370196718159, "iqa_koniq10k_max": 0.6260370196718159, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999998153072963 }, { "lang": "de", "score": 1.8132985976868781e-07 }, { "lang": "nl", "score": 2.691542711548317e-09 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9776564240455627 }, { "lang": "de", "score": 0.0010948815615847707 }, { "lang": "si", "score": 0.0010358219733461738 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6875655434348367, "iqa_v2_live_min": 0.6875655434348367, "iqa_v2_live_max": 0.6875655434348367, "iqa_v2_csiq_mean": 0.863346517086029, "iqa_v2_csiq_min": 0.863346517086029, "iqa_v2_csiq_max": 0.863346517086029, "iqa_v2_tid2013_mean": 0.4234312375386556, "iqa_v2_tid2013_min": 0.4234312375386556, "iqa_v2_tid2013_max": 0.4234312375386556, "iqa_v2_kadid10k_mean": 0.4779052734375, "iqa_v2_kadid10k_min": 0.4779052734375, "iqa_v2_kadid10k_max": 0.4779052734375, "iqa_v2_flive_mean": 0.6337289521188447, "iqa_v2_flive_min": 0.6337289521188447, "iqa_v2_flive_max": 0.6337289521188447, "iqa_v2_spaq_mean": 0.4922901500355114, "iqa_v2_spaq_min": 0.4922901500355114, "iqa_v2_spaq_max": 0.4922901500355114, "iqa_v2_clive_mean": 0.4918792801673967, "iqa_v2_clive_min": 0.4918792801673967, "iqa_v2_clive_max": 0.4918792801673967, "iqa_v2_koniq10k_mean": 0.6260370196718159, "iqa_v2_koniq10k_min": 0.6260370196718159, "iqa_v2_koniq10k_max": 0.6260370196718159, "imdecont": { "jpg": 0.2582852244377136 }, "imdecont_image_match": { "jpg": 34137 }, "imdecont_max": 0.2582852244377136, "imdecont_mean": 0.2582852244377136, "imdecont_min": 0.2582852244377136, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.484375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.484375, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.484375, "clip_score_dfn_public_prev_turn_only_min": 0.77880859375, "clip_score_dfn_public_prev_turn_only_mean": 0.77880859375, "clip_score_dfn_public_prev_turn_only_max": 0.77880859375, "clip_score_siglip2_b16_224_prev_turn_only_min": 6.796875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 6.796875, "clip_score_siglip2_b16_224_prev_turn_only_max": 6.796875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.078125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.078125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.078125, "clip_score_clip_vitl14_224_next_turn_only_min": 19.0, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.0, "clip_score_clip_vitl14_224_next_turn_only_max": 19.0, "clip_score_dfn_public_next_turn_only_min": 2.22265625, "clip_score_dfn_public_next_turn_only_mean": 2.22265625, "clip_score_dfn_public_next_turn_only_max": 2.22265625, "clip_score_siglip2_b16_224_next_turn_only_min": -9.890625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.890625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.890625, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.203125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.203125, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.359375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.359375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.359375, "clip_score_dfn_public_prev_and_next_turn_min": 0.63330078125, "clip_score_dfn_public_prev_and_next_turn_mean": 0.63330078125, "clip_score_dfn_public_prev_and_next_turn_max": 0.63330078125, "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": 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": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 600 }, "im_width_mean": 600.0, "im_width_min": 600, "im_width_max": 600, "im_ar": { "jpg": 0.75 }, "im_ar_mean": 0.75, "im_ar_min": 0.75, "im_ar_max": 0.75, "im_kilobytes": { "jpg": 1406.25 }, "im_kilobytes_mean": 1406.25, "im_kilobytes_min": 1406.25, "im_kilobytes_max": 1406.25, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1411.66 }, "im_clarity_mean": 1411.66, "im_clarity_min": 1411.66, "im_clarity_max": 1411.66, "im_luma": { "jpg": 110.74 }, "im_luma_mean": 110.74, "im_luma_min": 110.74, "im_luma_max": 110.74, "im_saturation": { "jpg": 23.36 }, "im_saturation_mean": 23.36, "im_saturation_min": 23.36, "im_saturation_max": 23.36, "im_entropy": { "jpg": 7.35 }, "im_entropy_mean": 7.35, "im_entropy_min": 7.35, "im_entropy_max": 7.35, "unifilter_score_qwen2_5_1_5b": -2.421875, "unifilter_score_qwen3_0_6b": 0.5693359375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999998153072963, "language_detection_annotation_lingua_1_lan": "de", "language_detection_annotation_lingua_1_score": 1.8132985976868781e-07, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 2.691542711548317e-09, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9776564240455627, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.0010948815615847707, "language_detection_annotation_nllb_2_lan": "si", "language_detection_annotation_nllb_2_score": 0.0010358219733461738, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7063701152801514, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.605379045009613, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.6793919205665588, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9980823993682861, "text_quality_dolma3_fasttext_score": 0.9868136048316956, "custom_fasttext_val_fasttext_score": 0.0033708810806274414, "custom_fasttext_core_fasttext_score": 0.0008702874183654785, "custom_fasttext_val_clean_fasttext_score": 0.020778179168701172, "custom_fasttext_core_clean_fasttext_score": 0.004393875598907471, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 10.0 }, "127": { "detoxify": 0, "length_chars": 97, "length_tokens": 1859, "length_tokens_text_only": 67, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7740554424247357, "iqa_live_min": 0.7740554424247357, "iqa_live_max": 0.7740554424247357, "iqa_csiq_mean": 0.944889485836029, "iqa_csiq_min": 0.944889485836029, "iqa_csiq_max": 0.944889485836029, "iqa_tid2013_mean": 0.5557554562886555, "iqa_tid2013_min": 0.5557554562886555, "iqa_tid2013_max": 0.5557554562886555, "iqa_kadid10k_mean": 0.6444740295410156, "iqa_kadid10k_min": 0.6444740295410156, "iqa_kadid10k_max": 0.6444740295410156, "iqa_flive_mean": 0.6976691351996528, "iqa_flive_min": 0.6976691351996528, "iqa_flive_max": 0.6976691351996528, "iqa_spaq_mean": 0.5302108610519255, "iqa_spaq_min": 0.5302108610519255, "iqa_spaq_max": 0.5302108610519255, "iqa_clive_mean": 0.6348815686774977, "iqa_clive_min": 0.6348815686774977, "iqa_clive_max": 0.6348815686774977, "iqa_koniq10k_mean": 0.6511316781092172, "iqa_koniq10k_min": 0.6511316781092172, "iqa_koniq10k_max": 0.6511316781092172, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9582844912625758 }, { "lang": "tl", "score": 0.014716655342798033 }, { "lang": "nl", "score": 0.0033346022531047783 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8708890676498413 }, { "lang": "id", "score": 0.007326087448745966 }, { "lang": "fr", "score": 0.005919409915804863 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7740554424247357, "iqa_v2_live_min": 0.7740554424247357, "iqa_v2_live_max": 0.7740554424247357, "iqa_v2_csiq_mean": 0.944889485836029, "iqa_v2_csiq_min": 0.944889485836029, "iqa_v2_csiq_max": 0.944889485836029, "iqa_v2_tid2013_mean": 0.5557554562886555, "iqa_v2_tid2013_min": 0.5557554562886555, "iqa_v2_tid2013_max": 0.5557554562886555, "iqa_v2_kadid10k_mean": 0.6445016860961914, "iqa_v2_kadid10k_min": 0.6445016860961914, "iqa_v2_kadid10k_max": 0.6445016860961914, "iqa_v2_flive_mean": 0.6976691351996528, "iqa_v2_flive_min": 0.6976691351996528, "iqa_v2_flive_max": 0.6976691351996528, "iqa_v2_spaq_mean": 0.530151675445865, "iqa_v2_spaq_min": 0.530151675445865, "iqa_v2_spaq_max": 0.530151675445865, "iqa_v2_clive_mean": 0.6348026545360835, "iqa_v2_clive_min": 0.6348026545360835, "iqa_v2_clive_max": 0.6348026545360835, "iqa_v2_koniq10k_mean": 0.650973849826389, "iqa_v2_koniq10k_min": 0.650973849826389, "iqa_v2_koniq10k_max": 0.650973849826389, "imdecont": { "jpg": 0.32041531801223755 }, "imdecont_image_match": { "jpg": 265900 }, "imdecont_max": 0.32041531801223755, "imdecont_mean": 0.32041531801223755, "imdecont_min": 0.32041531801223755, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.921875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.921875, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.921875, "clip_score_dfn_public_prev_turn_only_min": 2.302734375, "clip_score_dfn_public_prev_turn_only_mean": 2.302734375, "clip_score_dfn_public_prev_turn_only_max": 2.302734375, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.09375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.09375, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.09375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.375, "clip_score_clip_vitl14_224_next_turn_only_min": 16.21875, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.21875, "clip_score_clip_vitl14_224_next_turn_only_max": 16.21875, "clip_score_dfn_public_next_turn_only_min": -0.0380859375, "clip_score_dfn_public_next_turn_only_mean": -0.0380859375, "clip_score_dfn_public_next_turn_only_max": -0.0380859375, "clip_score_siglip2_b16_224_next_turn_only_min": -8.875, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.875, "clip_score_siglip2_b16_224_next_turn_only_max": -8.875, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.171875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.171875, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.171875, "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": 2.310546875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.310546875, "clip_score_dfn_public_prev_and_next_turn_max": 2.310546875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.765625, "im_height": { "jpg": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 833.6 }, "im_clarity_mean": 833.6, "im_clarity_min": 833.6, "im_clarity_max": 833.6, "im_luma": { "jpg": 86.32 }, "im_luma_mean": 86.32, "im_luma_min": 86.32, "im_luma_max": 86.32, "im_saturation": { "jpg": 69.59 }, "im_saturation_mean": 69.59, "im_saturation_min": 69.59, "im_saturation_max": 69.59, "im_entropy": { "jpg": 7.51 }, "im_entropy_mean": 7.51, "im_entropy_min": 7.51, "im_entropy_max": 7.51, "unifilter_score_qwen2_5_1_5b": -0.568359375, "unifilter_score_qwen3_0_6b": -0.35546875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9582844912625758, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.014716655342798033, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.0033346022531047783, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8708890676498413, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.007326087448745966, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.005919409915804863, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8516301512718201, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.24668675661087036, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9981836676597595, "text_quality_nvidia_edu_nemotron4_score": 0.0806884765625, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.08959794044494629, "text_quality_dolma3_fasttext_score": 0.2736358642578125, "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": 9.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.25, "within_sample_repetition_detection": 10.0 }, "130": { "detoxify": 1, "length_chars": 115, "length_tokens": 1864, "length_tokens_text_only": 73, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7557473616166548, "iqa_live_min": 0.7557473616166548, "iqa_live_max": 0.7557473616166548, "iqa_csiq_mean": 0.922428548336029, "iqa_csiq_min": 0.922428548336029, "iqa_csiq_max": 0.922428548336029, "iqa_tid2013_mean": 0.5975848833719889, "iqa_tid2013_min": 0.5975848833719889, "iqa_tid2013_max": 0.5975848833719889, "iqa_kadid10k_mean": 0.48779296875, "iqa_kadid10k_min": 0.48779296875, "iqa_kadid10k_max": 0.48779296875, "iqa_flive_mean": 0.7027196402501579, "iqa_flive_min": 0.7027196402501579, "iqa_flive_max": 0.7027196402501579, "iqa_spaq_mean": 0.6266242133246528, "iqa_spaq_min": 0.6266242133246528, "iqa_spaq_max": 0.6266242133246528, "iqa_clive_mean": 0.6096290434249725, "iqa_clive_min": 0.6096290434249725, "iqa_clive_max": 0.6096290434249725, "iqa_koniq10k_mean": 0.6733854659880051, "iqa_koniq10k_min": 0.6733854659880051, "iqa_koniq10k_max": 0.6733854659880051, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9197601049888242 }, { "lang": "tl", "score": 0.01655208488458832 }, { "lang": "la", "score": 0.009311412640015457 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8824996948242188 }, { "lang": "hi", "score": 0.006688879337161779 }, { "lang": "te", "score": 0.0050638713873922825 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7557473616166548, "iqa_v2_live_min": 0.7557473616166548, "iqa_v2_live_max": 0.7557473616166548, "iqa_v2_csiq_mean": 0.922428548336029, "iqa_v2_csiq_min": 0.922428548336029, "iqa_v2_csiq_max": 0.922428548336029, "iqa_v2_tid2013_mean": 0.5976391368442111, "iqa_v2_tid2013_min": 0.5976391368442111, "iqa_v2_tid2013_max": 0.5976391368442111, "iqa_v2_kadid10k_mean": 0.48779296875, "iqa_v2_kadid10k_min": 0.48779296875, "iqa_v2_kadid10k_max": 0.48779296875, "iqa_v2_flive_mean": 0.702759097320865, "iqa_v2_flive_min": 0.702759097320865, "iqa_v2_flive_max": 0.702759097320865, "iqa_v2_spaq_mean": 0.6266242133246528, "iqa_v2_spaq_min": 0.6266242133246528, "iqa_v2_spaq_max": 0.6266242133246528, "iqa_v2_clive_mean": 0.6096290434249725, "iqa_v2_clive_min": 0.6096290434249725, "iqa_v2_clive_max": 0.6096290434249725, "iqa_v2_koniq10k_mean": 0.6733854659880051, "iqa_v2_koniq10k_min": 0.6733854659880051, "iqa_v2_koniq10k_max": 0.6733854659880051, "imdecont": { "jpg": 0.2567281723022461 }, "imdecont_image_match": { "jpg": 266037 }, "imdecont_max": 0.2567281723022461, "imdecont_mean": 0.2567281723022461, "imdecont_min": 0.2567281723022461, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.21875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.21875, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.21875, "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": 0.59375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.59375, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.59375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.265625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.265625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.265625, "clip_score_clip_vitl14_224_next_turn_only_min": 15.0546875, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.0546875, "clip_score_clip_vitl14_224_next_turn_only_max": 15.0546875, "clip_score_dfn_public_next_turn_only_min": -0.59765625, "clip_score_dfn_public_next_turn_only_mean": -0.59765625, "clip_score_dfn_public_next_turn_only_max": -0.59765625, "clip_score_siglip2_b16_224_next_turn_only_min": -9.328125, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.328125, "clip_score_siglip2_b16_224_next_turn_only_max": -9.328125, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.734375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.734375, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.25, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.25, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.25, "clip_score_dfn_public_prev_and_next_turn_min": 3.275390625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.275390625, "clip_score_dfn_public_prev_and_next_turn_max": 3.275390625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.578125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.578125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.171875, "im_height": { "jpg": 533 }, "im_height_mean": 533.0, "im_height_min": 533, "im_height_max": 533, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.5009 }, "im_ar_mean": 1.5009, "im_ar_min": 1.5009, "im_ar_max": 1.5009, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2165.92 }, "im_clarity_mean": 2165.92, "im_clarity_min": 2165.92, "im_clarity_max": 2165.92, "im_luma": { "jpg": 164.38 }, "im_luma_mean": 164.38, "im_luma_min": 164.38, "im_luma_max": 164.38, "im_saturation": { "jpg": 28.49 }, "im_saturation_mean": 28.49, "im_saturation_min": 28.49, "im_saturation_max": 28.49, "im_entropy": { "jpg": 7.29 }, "im_entropy_mean": 7.29, "im_entropy_min": 7.29, "im_entropy_max": 7.29, "unifilter_score_qwen2_5_1_5b": -0.70751953125, "unifilter_score_qwen3_0_6b": 0.0992431640625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9197601049888242, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.01655208488458832, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.009311412640015457, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8824996948242188, "language_detection_annotation_nllb_1_lan": "hi", "language_detection_annotation_nllb_1_score": 0.006688879337161779, "language_detection_annotation_nllb_2_lan": "te", "language_detection_annotation_nllb_2_score": 0.0050638713873922825, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.4097912013530731, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.36601704359054565, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9939338564872742, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9775099158287048, "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": 5.0187110900878906e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 9.0 }, "134": { "detoxify": 1, "length_chars": 154, "length_tokens": 846, "length_tokens_text_only": 78, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7402801898994831, "iqa_live_min": 0.7402801898994831, "iqa_live_max": 0.7402801898994831, "iqa_csiq_mean": 0.887272298336029, "iqa_csiq_min": 0.887272298336029, "iqa_csiq_max": 0.887272298336029, "iqa_tid2013_mean": 0.5211959944831001, "iqa_tid2013_min": 0.5211959944831001, "iqa_tid2013_max": 0.5211959944831001, "iqa_kadid10k_mean": 0.3812255859375, "iqa_kadid10k_min": 0.3812255859375, "iqa_kadid10k_max": 0.3812255859375, "iqa_flive_mean": 0.7201991225733902, "iqa_flive_min": 0.7201991225733902, "iqa_flive_max": 0.7201991225733902, "iqa_spaq_mean": 0.7072744658499054, "iqa_spaq_min": 0.7072744658499054, "iqa_spaq_max": 0.7072744658499054, "iqa_clive_mean": 0.6173626292835583, "iqa_clive_min": 0.6173626292835583, "iqa_clive_max": 0.6173626292835583, "iqa_koniq10k_mean": 0.5957339893687855, "iqa_koniq10k_min": 0.5957339893687855, "iqa_koniq10k_max": 0.5957339893687855, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999957 }, { "lang": "tl", "score": 3.6419866695459266e-15 }, { "lang": "de", "score": 5.34617516603278e-16 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9429890513420105 }, { "lang": "fr", "score": 0.003167105605825782 }, { "lang": "nl", "score": 0.0029004323296248913 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7402801898994831, "iqa_v2_live_min": 0.7402801898994831, "iqa_v2_live_max": 0.7402801898994831, "iqa_v2_csiq_mean": 0.887272298336029, "iqa_v2_csiq_min": 0.887272298336029, "iqa_v2_csiq_max": 0.887272298336029, "iqa_v2_tid2013_mean": 0.5212231212192111, "iqa_v2_tid2013_min": 0.5212231212192111, "iqa_v2_tid2013_max": 0.5212231212192111, "iqa_v2_kadid10k_mean": 0.3812255859375, "iqa_v2_kadid10k_min": 0.3812255859375, "iqa_v2_kadid10k_max": 0.3812255859375, "iqa_v2_flive_mean": 0.7202385796440973, "iqa_v2_flive_min": 0.7202385796440973, "iqa_v2_flive_max": 0.7202385796440973, "iqa_v2_spaq_mean": 0.7071166375670771, "iqa_v2_spaq_min": 0.7071166375670771, "iqa_v2_spaq_max": 0.7071166375670771, "iqa_v2_clive_mean": 0.6173626292835583, "iqa_v2_clive_min": 0.6173626292835583, "iqa_v2_clive_max": 0.6173626292835583, "iqa_v2_koniq10k_mean": 0.5957339893687855, "iqa_v2_koniq10k_min": 0.5957339893687855, "iqa_v2_koniq10k_max": 0.5957339893687855, "imdecont": { "jpg": 0.3809312582015991 }, "imdecont_image_match": { "jpg": 324 }, "imdecont_max": 0.3809312582015991, "imdecont_mean": 0.3809312582015991, "imdecont_min": 0.3809312582015991, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.1875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.1875, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.1875, "clip_score_dfn_public_prev_turn_only_min": 2.15625, "clip_score_dfn_public_prev_turn_only_mean": 2.15625, "clip_score_dfn_public_prev_turn_only_max": 2.15625, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.953125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.953125, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.953125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.078125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.078125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.078125, "clip_score_clip_vitl14_224_next_turn_only_min": 15.5, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.5, "clip_score_clip_vitl14_224_next_turn_only_max": 15.5, "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": -9.859375, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.859375, "clip_score_siglip2_b16_224_next_turn_only_max": -9.859375, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.3671875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.3671875, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.3671875, "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": 2.171875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.171875, "clip_score_dfn_public_prev_and_next_turn_max": 2.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.859375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.859375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 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": 312 }, "im_height_mean": 312.0, "im_height_min": 312, "im_height_max": 312, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.7628 }, "im_ar_mean": 1.7628, "im_ar_min": 1.7628, "im_ar_max": 1.7628, "im_kilobytes": { "jpg": 502.73 }, "im_kilobytes_mean": 502.73, "im_kilobytes_min": 502.73, "im_kilobytes_max": 502.73, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3366.64 }, "im_clarity_mean": 3366.64, "im_clarity_min": 3366.64, "im_clarity_max": 3366.64, "im_luma": { "jpg": 86.22 }, "im_luma_mean": 86.22, "im_luma_min": 86.22, "im_luma_max": 86.22, "im_saturation": { "jpg": 84.99 }, "im_saturation_mean": 84.99, "im_saturation_min": 84.99, "im_saturation_max": 84.99, "im_entropy": { "jpg": 6.93 }, "im_entropy_mean": 6.93, "im_entropy_min": 6.93, "im_entropy_max": 6.93, "unifilter_score_qwen2_5_1_5b": -2.564453125, "unifilter_score_qwen3_0_6b": -0.27197265625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999957, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 3.6419866695459266e-15, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 5.34617516603278e-16, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9429890513420105, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.003167105605825782, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.0029004323296248913, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.5075134634971619, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.4784644544124603, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9968053102493286, "text_quality_nvidia_edu_nemotron4_score": 0.3642578125, "text_quality_nvidia_edu_mixtral_score": 0.2135009765625, "text_quality_dclmbaseline_fasttext_score": 0.2480757236480713, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 9.751319885253906e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 2.849102020263672e-05, "custom_fasttext_core_clean_fasttext_score": 1.6808509826660156e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.78125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.15625, "within_sample_repetition_detection": 5.0 }, "132": { "detoxify": 0, "length_chars": 127, "length_tokens": 1868, "length_tokens_text_only": 76, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7099771595964528, "iqa_live_min": 0.7099771595964528, "iqa_live_max": 0.7099771595964528, "iqa_csiq_mean": 0.887272298336029, "iqa_csiq_min": 0.887272298336029, "iqa_csiq_max": 0.887272298336029, "iqa_tid2013_mean": 0.5330503781636555, "iqa_tid2013_min": 0.5330503781636555, "iqa_tid2013_max": 0.5330503781636555, "iqa_kadid10k_mean": 0.56365966796875, "iqa_kadid10k_min": 0.56365966796875, "iqa_kadid10k_max": 0.56365966796875, "iqa_flive_mean": 0.7121498801491478, "iqa_flive_min": 0.7121498801491478, "iqa_flive_max": 0.7121498801491478, "iqa_spaq_mean": 0.6641873446377842, "iqa_spaq_min": 0.6641873446377842, "iqa_spaq_max": 0.6641873446377842, "iqa_clive_mean": 0.613890407061336, "iqa_clive_min": 0.613890407061336, "iqa_clive_max": 0.613890407061336, "iqa_koniq10k_mean": 0.6626531427556819, "iqa_koniq10k_min": 0.6626531427556819, "iqa_koniq10k_max": 0.6626531427556819, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9666536188511257 }, { "lang": "tl", "score": 0.01003109645580322 }, { "lang": "nb", "score": 0.004473662622758728 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9438934326171875 }, { "lang": "id", "score": 0.0061139934696257114 }, { "lang": "de", "score": 0.003986514639109373 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7099771595964528, "iqa_v2_live_min": 0.7099771595964528, "iqa_v2_live_max": 0.7099771595964528, "iqa_v2_csiq_mean": 0.887272298336029, "iqa_v2_csiq_min": 0.887272298336029, "iqa_v2_csiq_max": 0.887272298336029, "iqa_v2_tid2013_mean": 0.5330232514275445, "iqa_v2_tid2013_min": 0.5330232514275445, "iqa_v2_tid2013_max": 0.5330232514275445, "iqa_v2_kadid10k_mean": 0.5635986328125, "iqa_v2_kadid10k_min": 0.5635986328125, "iqa_v2_kadid10k_max": 0.5635986328125, "iqa_v2_flive_mean": 0.7121104230784407, "iqa_v2_flive_min": 0.7121104230784407, "iqa_v2_flive_max": 0.7121104230784407, "iqa_v2_spaq_mean": 0.6641873446377842, "iqa_v2_spaq_min": 0.6641873446377842, "iqa_v2_spaq_max": 0.6641873446377842, "iqa_v2_clive_mean": 0.613890407061336, "iqa_v2_clive_min": 0.613890407061336, "iqa_v2_clive_max": 0.613890407061336, "iqa_v2_koniq10k_mean": 0.6626531427556819, "iqa_v2_koniq10k_min": 0.6626531427556819, "iqa_v2_koniq10k_max": 0.6626531427556819, "imdecont": { "jpg": 0.29489099979400635 }, "imdecont_image_match": { "jpg": 265874 }, "imdecont_max": 0.29489099979400635, "imdecont_mean": 0.29489099979400635, "imdecont_min": 0.29489099979400635, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.8125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.8125, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.8125, "clip_score_dfn_public_prev_turn_only_min": 4.23828125, "clip_score_dfn_public_prev_turn_only_mean": 4.23828125, "clip_score_dfn_public_prev_turn_only_max": 4.23828125, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.515625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.515625, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.515625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.46875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.46875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.46875, "clip_score_clip_vitl14_224_next_turn_only_min": 16.9375, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.9375, "clip_score_clip_vitl14_224_next_turn_only_max": 16.9375, "clip_score_dfn_public_next_turn_only_min": 1.7255859375, "clip_score_dfn_public_next_turn_only_mean": 1.7255859375, "clip_score_dfn_public_next_turn_only_max": 1.7255859375, "clip_score_siglip2_b16_224_next_turn_only_min": -8.953125, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.953125, "clip_score_siglip2_b16_224_next_turn_only_max": -8.953125, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.171875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.171875, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.171875, "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": 4.1171875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.1171875, "clip_score_dfn_public_prev_and_next_turn_max": 4.1171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.953125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.953125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.484375, "im_height": { "jpg": 523 }, "im_height_mean": 523.0, "im_height_min": 523, "im_height_max": 523, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.5296 }, "im_ar_mean": 1.5296, "im_ar_min": 1.5296, "im_ar_max": 1.5296, "im_kilobytes": { "jpg": 1225.78 }, "im_kilobytes_mean": 1225.78, "im_kilobytes_min": 1225.78, "im_kilobytes_max": 1225.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1855.77 }, "im_clarity_mean": 1855.77, "im_clarity_min": 1855.77, "im_clarity_max": 1855.77, "im_luma": { "jpg": 147.1 }, "im_luma_mean": 147.1, "im_luma_min": 147.1, "im_luma_max": 147.1, "im_saturation": { "jpg": 43.15 }, "im_saturation_mean": 43.15, "im_saturation_min": 43.15, "im_saturation_max": 43.15, "im_entropy": { "jpg": 6.67 }, "im_entropy_mean": 6.67, "im_entropy_min": 6.67, "im_entropy_max": 6.67, "unifilter_score_qwen2_5_1_5b": -2.212890625, "unifilter_score_qwen3_0_6b": 0.8837890625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9666536188511257, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.01003109645580322, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 0.004473662622758728, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9438934326171875, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.0061139934696257114, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.003986514639109373, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8358362317085266, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.2572500705718994, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.8928017616271973, "text_quality_nvidia_edu_nemotron4_score": 0.0882568359375, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.010192632675170898, "text_quality_dolma3_fasttext_score": 1.5020370483398438e-05, "custom_fasttext_val_fasttext_score": 5.888938903808594e-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": 10.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.375, "within_sample_repetition_detection": 9.0 }, "139": { "detoxify": 1, "length_chars": 171, "length_tokens": 1876, "length_tokens_text_only": 85, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6881968565661498, "iqa_live_min": 0.6881968565661498, "iqa_live_max": 0.6881968565661498, "iqa_csiq_mean": 0.729557454586029, "iqa_csiq_min": 0.729557454586029, "iqa_csiq_max": 0.729557454586029, "iqa_tid2013_mean": 0.4674986203511556, "iqa_tid2013_min": 0.4674986203511556, "iqa_tid2013_max": 0.4674986203511556, "iqa_kadid10k_mean": 0.4505615234375, "iqa_kadid10k_min": 0.4505615234375, "iqa_kadid10k_max": 0.4505615234375, "iqa_flive_mean": 0.6952227968158144, "iqa_flive_min": 0.6952227968158144, "iqa_flive_max": 0.6952227968158144, "iqa_spaq_mean": 0.5523265491832386, "iqa_spaq_min": 0.5523265491832386, "iqa_spaq_max": 0.5523265491832386, "iqa_clive_mean": 0.5767218464552755, "iqa_clive_min": 0.5767218464552755, "iqa_clive_max": 0.5767218464552755, "iqa_koniq10k_mean": 0.5780572216920179, "iqa_koniq10k_min": 0.5780572216920179, "iqa_koniq10k_max": 0.5780572216920179, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999998 }, { "lang": "da", "score": 2.9982962394228214e-16 }, { "lang": "tl", "score": 2.7581698759866292e-18 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9753228425979614 }, { "lang": "de", "score": 0.002485435688868165 }, { "lang": "nl", "score": 0.0019917550962418318 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6881968565661498, "iqa_v2_live_min": 0.6881968565661498, "iqa_v2_live_max": 0.6881968565661498, "iqa_v2_csiq_mean": 0.729557454586029, "iqa_v2_csiq_min": 0.729557454586029, "iqa_v2_csiq_max": 0.729557454586029, "iqa_v2_tid2013_mean": 0.4675121837192111, "iqa_v2_tid2013_min": 0.4675121837192111, "iqa_v2_tid2013_max": 0.4675121837192111, "iqa_v2_kadid10k_mean": 0.4505615234375, "iqa_v2_kadid10k_min": 0.4505615234375, "iqa_v2_kadid10k_max": 0.4505615234375, "iqa_v2_flive_mean": 0.6952227968158144, "iqa_v2_flive_min": 0.6952227968158144, "iqa_v2_flive_max": 0.6952227968158144, "iqa_v2_spaq_mean": 0.5522476350418245, "iqa_v2_spaq_min": 0.5522476350418245, "iqa_v2_spaq_max": 0.5522476350418245, "iqa_v2_clive_mean": 0.5768007605966896, "iqa_v2_clive_min": 0.5768007605966896, "iqa_v2_clive_max": 0.5768007605966896, "iqa_v2_koniq10k_mean": 0.5780572216920179, "iqa_v2_koniq10k_min": 0.5780572216920179, "iqa_v2_koniq10k_max": 0.5780572216920179, "imdecont": { "jpg": 0.22978270053863525 }, "imdecont_image_match": { "jpg": 108371 }, "imdecont_max": 0.22978270053863525, "imdecont_mean": 0.22978270053863525, "imdecont_min": 0.22978270053863525, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.46875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.46875, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.46875, "clip_score_dfn_public_prev_turn_only_min": 1.1025390625, "clip_score_dfn_public_prev_turn_only_mean": 1.1025390625, "clip_score_dfn_public_prev_turn_only_max": 1.1025390625, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.546875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.546875, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.546875, "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": 17.109375, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.109375, "clip_score_clip_vitl14_224_next_turn_only_max": 17.109375, "clip_score_dfn_public_next_turn_only_min": -0.25732421875, "clip_score_dfn_public_next_turn_only_mean": -0.25732421875, "clip_score_dfn_public_next_turn_only_max": -0.25732421875, "clip_score_siglip2_b16_224_next_turn_only_min": -10.171875, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.171875, "clip_score_siglip2_b16_224_next_turn_only_max": -10.171875, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.7578125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.7578125, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.7578125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.640625, "clip_score_dfn_public_prev_and_next_turn_min": 1.0302734375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.0302734375, "clip_score_dfn_public_prev_and_next_turn_max": 1.0302734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.5625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.5625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.765625, "im_height": { "jpg": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1927.41 }, "im_clarity_mean": 1927.41, "im_clarity_min": 1927.41, "im_clarity_max": 1927.41, "im_luma": { "jpg": 148.04 }, "im_luma_mean": 148.04, "im_luma_min": 148.04, "im_luma_max": 148.04, "im_saturation": { "jpg": 39.74 }, "im_saturation_mean": 39.74, "im_saturation_min": 39.74, "im_saturation_max": 39.74, "im_entropy": { "jpg": 7.44 }, "im_entropy_mean": 7.44, "im_entropy_min": 7.44, "im_entropy_max": 7.44, "unifilter_score_qwen2_5_1_5b": -1.384765625, "unifilter_score_qwen3_0_6b": 0.4921875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999998, "language_detection_annotation_lingua_1_lan": "da", "language_detection_annotation_lingua_1_score": 2.9982962394228214e-16, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 2.7581698759866292e-18, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9753228425979614, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.002485435688868165, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.0019917550962418318, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.3463914394378662, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.30084228515625, "text_quality_nvidia_domain_label": "Adult", "text_quality_nvidia_domain_score": 0.824751615524292, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9998782873153687, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 4.601478576660156e-05, "custom_fasttext_core_fasttext_score": 2.384185791015625e-07, "custom_fasttext_val_clean_fasttext_score": 0.0027008056640625, "custom_fasttext_core_clean_fasttext_score": 0.000530540943145752, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.25, "within_sample_repetition_detection": 3.0 }, "135": { "detoxify": 1, "length_chars": 127, "length_tokens": 3403, "length_tokens_text_only": 76, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8168269070712002, "iqa_live_min": 0.8168269070712002, "iqa_live_max": 0.8168269070712002, "iqa_csiq_mean": 0.919010579586029, "iqa_csiq_min": 0.919010579586029, "iqa_csiq_max": 0.919010579586029, "iqa_tid2013_mean": 0.6131013764275445, "iqa_tid2013_min": 0.6131013764275445, "iqa_tid2013_max": 0.6131013764275445, "iqa_kadid10k_mean": 0.728271484375, "iqa_kadid10k_min": 0.728271484375, "iqa_kadid10k_max": 0.728271484375, "iqa_flive_mean": 0.7182262690380367, "iqa_flive_min": 0.7182262690380367, "iqa_flive_max": 0.7182262690380367, "iqa_spaq_mean": 0.810336334536774, "iqa_spaq_min": 0.810336334536774, "iqa_spaq_max": 0.810336334536774, "iqa_clive_mean": 0.7812672624684344, "iqa_clive_min": 0.7812672624684344, "iqa_clive_max": 0.7812672624684344, "iqa_koniq10k_mean": 0.7261001124526516, "iqa_koniq10k_min": 0.7261001124526516, "iqa_koniq10k_max": 0.7261001124526516, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8656535297512044 }, { "lang": "fr", "score": 0.03491323480759412 }, { "lang": "nl", "score": 0.024472666313107568 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9307800531387329 }, { "lang": "it", "score": 0.003804682521149516 }, { "lang": "de", "score": 0.003182431682944298 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8168269070712002, "iqa_v2_live_min": 0.8168269070712002, "iqa_v2_live_max": 0.8168269070712002, "iqa_v2_csiq_mean": 0.919010579586029, "iqa_v2_csiq_min": 0.919010579586029, "iqa_v2_csiq_max": 0.919010579586029, "iqa_v2_tid2013_mean": 0.6131013764275445, "iqa_v2_tid2013_min": 0.6131013764275445, "iqa_v2_tid2013_max": 0.6131013764275445, "iqa_v2_kadid10k_mean": 0.728271484375, "iqa_v2_kadid10k_min": 0.728271484375, "iqa_v2_kadid10k_max": 0.728271484375, "iqa_v2_flive_mean": 0.7182262690380367, "iqa_v2_flive_min": 0.7182262690380367, "iqa_v2_flive_max": 0.7182262690380367, "iqa_v2_spaq_mean": 0.810336334536774, "iqa_v2_spaq_min": 0.810336334536774, "iqa_v2_spaq_max": 0.810336334536774, "iqa_v2_clive_mean": 0.7812672624684344, "iqa_v2_clive_min": 0.7812672624684344, "iqa_v2_clive_max": 0.7812672624684344, "iqa_v2_koniq10k_mean": 0.7261001124526516, "iqa_v2_koniq10k_min": 0.7261001124526516, "iqa_v2_koniq10k_max": 0.7261001124526516, "imdecont": { "jpg": 0.3074902296066284 }, "imdecont_image_match": { "jpg": 217734 }, "imdecont_max": 0.3074902296066284, "imdecont_mean": 0.3074902296066284, "imdecont_min": 0.3074902296066284, "clip_score_clip_vitl14_224_prev_turn_only_min": 23.859375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 23.859375, "clip_score_clip_vitl14_224_prev_turn_only_max": 23.859375, "clip_score_dfn_public_prev_turn_only_min": 2.017578125, "clip_score_dfn_public_prev_turn_only_mean": 2.017578125, "clip_score_dfn_public_prev_turn_only_max": 2.017578125, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.6875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.6875, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.6875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.140625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.140625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.140625, "clip_score_clip_vitl14_224_next_turn_only_min": 16.4375, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.4375, "clip_score_clip_vitl14_224_next_turn_only_max": 16.4375, "clip_score_dfn_public_next_turn_only_min": -1.4453125, "clip_score_dfn_public_next_turn_only_mean": -1.4453125, "clip_score_dfn_public_next_turn_only_max": -1.4453125, "clip_score_siglip2_b16_224_next_turn_only_min": -9.359375, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.359375, "clip_score_siglip2_b16_224_next_turn_only_max": -9.359375, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.75, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.75, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.75, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.0625, "clip_score_dfn_public_prev_and_next_turn_min": 1.9560546875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.9560546875, "clip_score_dfn_public_prev_and_next_turn_max": 1.9560546875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.703125, "im_height": { "jpg": 422 }, "im_height_mean": 422.0, "im_height_min": 422, "im_height_max": 422, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.3033 }, "im_ar_mean": 1.3033, "im_ar_min": 1.3033, "im_ar_max": 1.3033, "im_kilobytes": { "jpg": 679.98 }, "im_kilobytes_mean": 679.98, "im_kilobytes_min": 679.98, "im_kilobytes_max": 679.98, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4038.73 }, "im_clarity_mean": 4038.73, "im_clarity_min": 4038.73, "im_clarity_max": 4038.73, "im_luma": { "jpg": 115.88 }, "im_luma_mean": 115.88, "im_luma_min": 115.88, "im_luma_max": 115.88, "im_saturation": { "jpg": 71.32 }, "im_saturation_mean": 71.32, "im_saturation_min": 71.32, "im_saturation_max": 71.32, "im_entropy": { "jpg": 7.37 }, "im_entropy_mean": 7.37, "im_entropy_min": 7.37, "im_entropy_max": 7.37, "unifilter_score_qwen2_5_1_5b": 1.5263671875, "unifilter_score_qwen3_0_6b": -0.70556640625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8656535297512044, "language_detection_annotation_lingua_1_lan": "fr", "language_detection_annotation_lingua_1_score": 0.03491323480759412, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.024472666313107568, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9307800531387329, "language_detection_annotation_nllb_1_lan": "it", "language_detection_annotation_nllb_1_score": 0.003804682521149516, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.003182431682944298, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.4225410521030426, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5160156488418579, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.7607579827308655, "text_quality_nvidia_edu_nemotron4_score": 0.482177734375, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9924011826515198, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.00032329559326171875, "custom_fasttext_core_fasttext_score": 4.398822784423828e-05, "custom_fasttext_val_clean_fasttext_score": 0.0016124248504638672, "custom_fasttext_core_clean_fasttext_score": 0.00019282102584838867, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 4.0 }, "137": { "detoxify": 0, "length_chars": 150, "length_tokens": 3408, "length_tokens_text_only": 80, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8262966040408972, "iqa_live_min": 0.8262966040408972, "iqa_live_max": 0.8262966040408972, "iqa_csiq_mean": 0.898014485836029, "iqa_csiq_min": 0.898014485836029, "iqa_csiq_max": 0.898014485836029, "iqa_tid2013_mean": 0.6610614458719889, "iqa_tid2013_min": 0.6610614458719889, "iqa_tid2013_max": 0.6610614458719889, "iqa_kadid10k_mean": 0.7110595703125, "iqa_kadid10k_min": 0.7110595703125, "iqa_kadid10k_max": 0.7110595703125, "iqa_flive_mean": 0.7526328346946023, "iqa_flive_min": 0.7526328346946023, "iqa_flive_max": 0.7526328346946023, "iqa_spaq_mean": 0.8625774961529357, "iqa_spaq_min": 0.8625774961529357, "iqa_spaq_max": 0.8625774961529357, "iqa_clive_mean": 0.7992596867108587, "iqa_clive_min": 0.7992596867108587, "iqa_clive_max": 0.7992596867108587, "iqa_koniq10k_mean": 0.716314758917298, "iqa_koniq10k_min": 0.716314758917298, "iqa_koniq10k_max": 0.716314758917298, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9798481769411769 }, { "lang": "tl", "score": 0.007053446852564505 }, { "lang": "la", "score": 0.0022930451975228193 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8983437418937683 }, { "lang": "fr", "score": 0.005362452007830143 }, { "lang": "es", "score": 0.004982183687388897 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8262966040408972, "iqa_v2_live_min": 0.8262966040408972, "iqa_v2_live_max": 0.8262966040408972, "iqa_v2_csiq_mean": 0.898014485836029, "iqa_v2_csiq_min": 0.898014485836029, "iqa_v2_csiq_max": 0.898014485836029, "iqa_v2_tid2013_mean": 0.6610614458719889, "iqa_v2_tid2013_min": 0.6610614458719889, "iqa_v2_tid2013_max": 0.6610614458719889, "iqa_v2_kadid10k_mean": 0.7110595703125, "iqa_v2_kadid10k_min": 0.7110595703125, "iqa_v2_kadid10k_max": 0.7110595703125, "iqa_v2_flive_mean": 0.7526328346946023, "iqa_v2_flive_min": 0.7526328346946023, "iqa_v2_flive_max": 0.7526328346946023, "iqa_v2_spaq_mean": 0.8625774961529357, "iqa_v2_spaq_min": 0.8625774961529357, "iqa_v2_spaq_max": 0.8625774961529357, "iqa_v2_clive_mean": 0.7992596867108587, "iqa_v2_clive_min": 0.7992596867108587, "iqa_v2_clive_max": 0.7992596867108587, "iqa_v2_koniq10k_mean": 0.716314758917298, "iqa_v2_koniq10k_min": 0.716314758917298, "iqa_v2_koniq10k_max": 0.716314758917298, "imdecont": { "jpg": 0.24824923276901245 }, "imdecont_image_match": { "jpg": 265899 }, "imdecont_max": 0.24824923276901245, "imdecont_mean": 0.24824923276901245, "imdecont_min": 0.24824923276901245, "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": 3.2265625, "clip_score_dfn_public_prev_turn_only_mean": 3.2265625, "clip_score_dfn_public_prev_turn_only_max": 3.2265625, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.234375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.234375, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.234375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 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": 11.6796875, "clip_score_clip_vitl14_224_next_turn_only_mean": 11.6796875, "clip_score_clip_vitl14_224_next_turn_only_max": 11.6796875, "clip_score_dfn_public_next_turn_only_min": 0.490478515625, "clip_score_dfn_public_next_turn_only_mean": 0.490478515625, "clip_score_dfn_public_next_turn_only_max": 0.490478515625, "clip_score_siglip2_b16_224_next_turn_only_min": -8.9375, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.9375, "clip_score_siglip2_b16_224_next_turn_only_max": -8.9375, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.390625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.390625, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 17.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 17.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 17.984375, "clip_score_dfn_public_prev_and_next_turn_min": 2.55859375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.55859375, "clip_score_dfn_public_prev_and_next_turn_max": 2.55859375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.578125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.578125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 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": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 310 }, "im_width_mean": 310.0, "im_width_min": 310, "im_width_max": 310, "im_ar": { "jpg": 0.775 }, "im_ar_mean": 0.775, "im_ar_min": 0.775, "im_ar_max": 0.775, "im_kilobytes": { "jpg": 363.28 }, "im_kilobytes_mean": 363.28, "im_kilobytes_min": 363.28, "im_kilobytes_max": 363.28, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 7916.23 }, "im_clarity_mean": 7916.23, "im_clarity_min": 7916.23, "im_clarity_max": 7916.23, "im_luma": { "jpg": 149.01 }, "im_luma_mean": 149.01, "im_luma_min": 149.01, "im_luma_max": 149.01, "im_saturation": { "jpg": 74.86 }, "im_saturation_mean": 74.86, "im_saturation_min": 74.86, "im_saturation_max": 74.86, "im_entropy": { "jpg": 7.24 }, "im_entropy_mean": 7.24, "im_entropy_min": 7.24, "im_entropy_max": 7.24, "unifilter_score_qwen2_5_1_5b": -1.3447265625, "unifilter_score_qwen3_0_6b": -1.7265625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9798481769411769, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.007053446852564505, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.0022930451975228193, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8983437418937683, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.005362452007830143, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.004982183687388897, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.9325610995292664, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.28955796360969543, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9985742568969727, "text_quality_nvidia_edu_nemotron4_score": 0.061737060546875, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.7381410002708435, "text_quality_dolma3_fasttext_score": 0.9981157779693604, "custom_fasttext_val_fasttext_score": 9.119510650634766e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0007124543190002441, "custom_fasttext_core_clean_fasttext_score": 0.00019019842147827148, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.3125, "within_sample_repetition_detection": 9.0 }, "126": { "detoxify": 1, "length_chars": 173, "length_tokens": 1876, "length_tokens_text_only": 84, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8147751393944326, "iqa_live_min": 0.8147751393944326, "iqa_live_max": 0.8147751393944326, "iqa_csiq_mean": 0.893864095211029, "iqa_csiq_min": 0.893864095211029, "iqa_csiq_max": 0.893864095211029, "iqa_tid2013_mean": 0.6274242930942111, "iqa_tid2013_min": 0.6274242930942111, "iqa_tid2013_max": 0.6274242930942111, "iqa_kadid10k_mean": 0.719482421875, "iqa_kadid10k_min": 0.719482421875, "iqa_kadid10k_max": 0.719482421875, "iqa_flive_mean": 0.7283272791390468, "iqa_flive_min": 0.7283272791390468, "iqa_flive_max": 0.7283272791390468, "iqa_spaq_mean": 0.6820219405973801, "iqa_spaq_min": 0.6820219405973801, "iqa_spaq_max": 0.6820219405973801, "iqa_clive_mean": 0.6902003432765152, "iqa_clive_min": 0.6902003432765152, "iqa_clive_max": 0.6902003432765152, "iqa_koniq10k_mean": 0.6920092033617424, "iqa_koniq10k_min": 0.6920092033617424, "iqa_koniq10k_max": 0.6920092033617424, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "da", "score": 1.889898994720331e-18 }, { "lang": "nl", "score": 2.535044908453985e-19 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9220139384269714 }, { "lang": "id", "score": 0.005216045305132866 }, { "lang": "de", "score": 0.004785528406500816 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8147751393944326, "iqa_v2_live_min": 0.8147751393944326, "iqa_v2_live_max": 0.8147751393944326, "iqa_v2_csiq_mean": 0.893864095211029, "iqa_v2_csiq_min": 0.893864095211029, "iqa_v2_csiq_max": 0.893864095211029, "iqa_v2_tid2013_mean": 0.6274242930942111, "iqa_v2_tid2013_min": 0.6274242930942111, "iqa_v2_tid2013_max": 0.6274242930942111, "iqa_v2_kadid10k_mean": 0.71954345703125, "iqa_v2_kadid10k_min": 0.71954345703125, "iqa_v2_kadid10k_max": 0.71954345703125, "iqa_v2_flive_mean": 0.7283272791390468, "iqa_v2_flive_min": 0.7283272791390468, "iqa_v2_flive_max": 0.7283272791390468, "iqa_v2_spaq_mean": 0.6820219405973801, "iqa_v2_spaq_min": 0.6820219405973801, "iqa_v2_spaq_max": 0.6820219405973801, "iqa_v2_clive_mean": 0.6902003432765152, "iqa_v2_clive_min": 0.6902003432765152, "iqa_v2_clive_max": 0.6902003432765152, "iqa_v2_koniq10k_mean": 0.691693546796086, "iqa_v2_koniq10k_min": 0.691693546796086, "iqa_v2_koniq10k_max": 0.691693546796086, "imdecont": { "jpg": 0.42427146434783936 }, "imdecont_image_match": { "jpg": 181174 }, "imdecont_max": 0.42427146434783936, "imdecont_mean": 0.42427146434783936, "imdecont_min": 0.42427146434783936, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.375, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.375, "clip_score_dfn_public_prev_turn_only_min": 4.2421875, "clip_score_dfn_public_prev_turn_only_mean": 4.2421875, "clip_score_dfn_public_prev_turn_only_max": 4.2421875, "clip_score_siglip2_b16_224_prev_turn_only_min": 10.171875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 10.171875, "clip_score_siglip2_b16_224_prev_turn_only_max": 10.171875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.78125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.78125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.78125, "clip_score_clip_vitl14_224_next_turn_only_min": 19.3125, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.3125, "clip_score_clip_vitl14_224_next_turn_only_max": 19.3125, "clip_score_dfn_public_next_turn_only_min": 1.25, "clip_score_dfn_public_next_turn_only_mean": 1.25, "clip_score_dfn_public_next_turn_only_max": 1.25, "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": 18.140625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 18.140625, "clip_score_longclip_vitl14_224_next_turn_only_max": 18.140625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.34375, "clip_score_dfn_public_prev_and_next_turn_min": 4.1796875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.1796875, "clip_score_dfn_public_prev_and_next_turn_max": 4.1796875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 9.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 9.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 9.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.5625, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4404.67 }, "im_clarity_mean": 4404.67, "im_clarity_min": 4404.67, "im_clarity_max": 4404.67, "im_luma": { "jpg": 89.16 }, "im_luma_mean": 89.16, "im_luma_min": 89.16, "im_luma_max": 89.16, "im_saturation": { "jpg": 82.01 }, "im_saturation_mean": 82.01, "im_saturation_min": 82.01, "im_saturation_max": 82.01, "im_entropy": { "jpg": 7.02 }, "im_entropy_mean": 7.02, "im_entropy_min": 7.02, "im_entropy_max": 7.02, "unifilter_score_qwen2_5_1_5b": 0.415283203125, "unifilter_score_qwen3_0_6b": -0.0261077880859375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "da", "language_detection_annotation_lingua_1_score": 1.889898994720331e-18, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 2.535044908453985e-19, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9220139384269714, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.005216045305132866, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.004785528406500816, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.6961089968681335, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.5011481046676636, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.40822702646255493, "text_quality_nvidia_edu_nemotron4_score": 0.01593017578125, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9993786215782166, "text_quality_dolma3_fasttext_score": 0.3502771854400635, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 5.5909156799316406e-05, "custom_fasttext_core_clean_fasttext_score": 2.5033950805664062e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 3.6875, "within_sample_repetition_detection": 8.0 }, "141": { "detoxify": 0, "length_chars": 103, "length_tokens": 838, "length_tokens_text_only": 71, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7548003919196851, "iqa_live_min": 0.7548003919196851, "iqa_live_max": 0.7548003919196851, "iqa_csiq_mean": 0.923893392086029, "iqa_csiq_min": 0.923893392086029, "iqa_csiq_max": 0.923893392086029, "iqa_tid2013_mean": 0.4813807275560167, "iqa_tid2013_min": 0.4813807275560167, "iqa_tid2013_max": 0.4813807275560167, "iqa_kadid10k_mean": 0.3551025390625, "iqa_kadid10k_min": 0.3551025390625, "iqa_kadid10k_max": 0.3551025390625, "iqa_flive_mean": 0.7220930619673296, "iqa_flive_min": 0.7220930619673296, "iqa_flive_max": 0.7220930619673296, "iqa_spaq_mean": 0.6069745921125316, "iqa_spaq_min": 0.6069745921125316, "iqa_spaq_max": 0.6069745921125316, "iqa_clive_mean": 0.6486915048926768, "iqa_clive_min": 0.6486915048926768, "iqa_clive_max": 0.6486915048926768, "iqa_koniq10k_mean": 0.7036884962910354, "iqa_koniq10k_min": 0.7036884962910354, "iqa_koniq10k_max": 0.7036884962910354, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9103472843389385 }, { "lang": "tl", "score": 0.01517289241016498 }, { "lang": "la", "score": 0.009156962685654123 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9032385349273682 }, { "lang": "de", "score": 0.006145027466118336 }, { "lang": "es", "score": 0.004775833338499069 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7548003919196851, "iqa_v2_live_min": 0.7548003919196851, "iqa_v2_live_max": 0.7548003919196851, "iqa_v2_csiq_mean": 0.923893392086029, "iqa_v2_csiq_min": 0.923893392086029, "iqa_v2_csiq_max": 0.923893392086029, "iqa_v2_tid2013_mean": 0.4813875092400445, "iqa_v2_tid2013_min": 0.4813875092400445, "iqa_v2_tid2013_max": 0.4813875092400445, "iqa_v2_kadid10k_mean": 0.3551025390625, "iqa_v2_kadid10k_min": 0.3551025390625, "iqa_v2_kadid10k_max": 0.3551025390625, "iqa_v2_flive_mean": 0.7220930619673296, "iqa_v2_flive_min": 0.7220930619673296, "iqa_v2_flive_max": 0.7220930619673296, "iqa_v2_spaq_mean": 0.6068956779711174, "iqa_v2_spaq_min": 0.6068956779711174, "iqa_v2_spaq_max": 0.6068956779711174, "iqa_v2_clive_mean": 0.6488493331755051, "iqa_v2_clive_min": 0.6488493331755051, "iqa_v2_clive_max": 0.6488493331755051, "iqa_v2_koniq10k_mean": 0.7036884962910354, "iqa_v2_koniq10k_min": 0.7036884962910354, "iqa_v2_koniq10k_max": 0.7036884962910354, "imdecont": { "jpg": 0.27260541915893555 }, "imdecont_image_match": { "jpg": 265730 }, "imdecont_max": 0.27260541915893555, "imdecont_mean": 0.27260541915893555, "imdecont_min": 0.27260541915893555, "clip_score_clip_vitl14_224_prev_turn_only_min": 35.03125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 35.03125, "clip_score_clip_vitl14_224_prev_turn_only_max": 35.03125, "clip_score_dfn_public_prev_turn_only_min": 1.6796875, "clip_score_dfn_public_prev_turn_only_mean": 1.6796875, "clip_score_dfn_public_prev_turn_only_max": 1.6796875, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.234375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.234375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.234375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 30.125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 30.125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 30.125, "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": 0.06787109375, "clip_score_dfn_public_next_turn_only_mean": 0.06787109375, "clip_score_dfn_public_next_turn_only_max": 0.06787109375, "clip_score_siglip2_b16_224_next_turn_only_min": -10.65625, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.65625, "clip_score_siglip2_b16_224_next_turn_only_max": -10.65625, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.40625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.40625, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 34.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 34.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 34.03125, "clip_score_dfn_public_prev_and_next_turn_min": 1.4580078125, "clip_score_dfn_public_prev_and_next_turn_mean": 1.4580078125, "clip_score_dfn_public_prev_and_next_turn_max": 1.4580078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.46875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.46875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 29.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 29.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 29.421875, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 459 }, "im_width_mean": 459.0, "im_width_min": 459, "im_width_max": 459, "im_ar": { "jpg": 0.5737 }, "im_ar_mean": 0.5737, "im_ar_min": 0.5737, "im_ar_max": 0.5737, "im_kilobytes": { "jpg": 1075.78 }, "im_kilobytes_mean": 1075.78, "im_kilobytes_min": 1075.78, "im_kilobytes_max": 1075.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1816.64 }, "im_clarity_mean": 1816.64, "im_clarity_min": 1816.64, "im_clarity_max": 1816.64, "im_luma": { "jpg": 190.41 }, "im_luma_mean": 190.41, "im_luma_min": 190.41, "im_luma_max": 190.41, "im_saturation": { "jpg": 17.49 }, "im_saturation_mean": 17.49, "im_saturation_min": 17.49, "im_saturation_max": 17.49, "im_entropy": { "jpg": 5.54 }, "im_entropy_mean": 5.54, "im_entropy_min": 5.54, "im_entropy_max": 5.54, "unifilter_score_qwen2_5_1_5b": -0.302734375, "unifilter_score_qwen3_0_6b": 0.05059814453125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9103472843389385, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.01517289241016498, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.009156962685654123, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9032385349273682, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.006145027466118336, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.004775833338499069, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.6309666037559509, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.37373608350753784, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9986286163330078, "text_quality_nvidia_edu_nemotron4_score": 0.1307373046875, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.966829240322113, "text_quality_dolma3_fasttext_score": 0.9338882565498352, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 6.961822509765625e-05, "custom_fasttext_core_clean_fasttext_score": 7.271766662597656e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 6.0 }, "122": { "detoxify": 0, "length_chars": 192, "length_tokens": 1878, "length_tokens_text_only": 86, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7027170585863518, "iqa_live_min": 0.7027170585863518, "iqa_live_max": 0.7027170585863518, "iqa_csiq_mean": 0.858707845211029, "iqa_csiq_min": 0.858707845211029, "iqa_csiq_max": 0.858707845211029, "iqa_tid2013_mean": 0.5171269840664333, "iqa_tid2013_min": 0.5171269840664333, "iqa_tid2013_max": 0.5171269840664333, "iqa_kadid10k_mean": 0.4451904296875, "iqa_kadid10k_min": 0.4451904296875, "iqa_kadid10k_max": 0.4451904296875, "iqa_flive_mean": 0.6961303094420771, "iqa_flive_min": 0.6961303094420771, "iqa_flive_max": 0.6961303094420771, "iqa_spaq_mean": 0.509555084536774, "iqa_spaq_min": 0.509555084536774, "iqa_spaq_max": 0.509555084536774, "iqa_clive_mean": 0.47574133824820475, "iqa_clive_min": 0.47574133824820475, "iqa_clive_max": 0.47574133824820475, "iqa_koniq10k_mean": 0.6168829792677755, "iqa_koniq10k_min": 0.6168829792677755, "iqa_koniq10k_max": 0.6168829792677755, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "fr", "score": 2.9021806475352547e-21 }, { "lang": "la", "score": 5.622131980099543e-26 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8305696845054626 }, { "lang": "id", "score": 0.01172203104943037 }, { "lang": "es", "score": 0.009416051208972931 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7027170585863518, "iqa_v2_live_min": 0.7027170585863518, "iqa_v2_live_max": 0.7027170585863518, "iqa_v2_csiq_mean": 0.858707845211029, "iqa_v2_csiq_min": 0.858707845211029, "iqa_v2_csiq_max": 0.858707845211029, "iqa_v2_tid2013_mean": 0.5171269840664333, "iqa_v2_tid2013_min": 0.5171269840664333, "iqa_v2_tid2013_max": 0.5171269840664333, "iqa_v2_kadid10k_mean": 0.4451904296875, "iqa_v2_kadid10k_min": 0.4451904296875, "iqa_v2_kadid10k_max": 0.4451904296875, "iqa_v2_flive_mean": 0.6961303094420771, "iqa_v2_flive_min": 0.6961303094420771, "iqa_v2_flive_max": 0.6961303094420771, "iqa_v2_spaq_mean": 0.509555084536774, "iqa_v2_spaq_min": 0.509555084536774, "iqa_v2_spaq_max": 0.509555084536774, "iqa_v2_clive_mean": 0.47574133824820475, "iqa_v2_clive_min": 0.47574133824820475, "iqa_v2_clive_max": 0.47574133824820475, "iqa_v2_koniq10k_mean": 0.6168829792677755, "iqa_v2_koniq10k_min": 0.6168829792677755, "iqa_v2_koniq10k_max": 0.6168829792677755, "imdecont": { "jpg": 0.36963754892349243 }, "imdecont_image_match": { "jpg": 265993 }, "imdecont_max": 0.36963754892349243, "imdecont_mean": 0.36963754892349243, "imdecont_min": 0.36963754892349243, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.5625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.5625, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.5625, "clip_score_dfn_public_prev_turn_only_min": 3.4921875, "clip_score_dfn_public_prev_turn_only_mean": 3.4921875, "clip_score_dfn_public_prev_turn_only_max": 3.4921875, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.84375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.84375, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.84375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.578125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.578125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.578125, "clip_score_clip_vitl14_224_next_turn_only_min": 16.6875, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.6875, "clip_score_clip_vitl14_224_next_turn_only_max": 16.6875, "clip_score_dfn_public_next_turn_only_min": 0.5615234375, "clip_score_dfn_public_next_turn_only_mean": 0.5615234375, "clip_score_dfn_public_next_turn_only_max": 0.5615234375, "clip_score_siglip2_b16_224_next_turn_only_min": -6.9453125, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.9453125, "clip_score_siglip2_b16_224_next_turn_only_max": -6.9453125, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.9453125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.9453125, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.9453125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.515625, "clip_score_dfn_public_prev_and_next_turn_min": 3.640625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.640625, "clip_score_dfn_public_prev_and_next_turn_max": 3.640625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.484375, "im_height": { "jpg": 567 }, "im_height_mean": 567.0, "im_height_min": 567, "im_height_max": 567, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.455 }, "im_ar_mean": 1.455, "im_ar_min": 1.455, "im_ar_max": 1.455, "im_kilobytes": { "jpg": 1370.43 }, "im_kilobytes_mean": 1370.43, "im_kilobytes_min": 1370.43, "im_kilobytes_max": 1370.43, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1992.17 }, "im_clarity_mean": 1992.17, "im_clarity_min": 1992.17, "im_clarity_max": 1992.17, "im_luma": { "jpg": 90.88 }, "im_luma_mean": 90.88, "im_luma_min": 90.88, "im_luma_max": 90.88, "im_saturation": { "jpg": 40.16 }, "im_saturation_mean": 40.16, "im_saturation_min": 40.16, "im_saturation_max": 40.16, "im_entropy": { "jpg": 7.43 }, "im_entropy_mean": 7.43, "im_entropy_min": 7.43, "im_entropy_max": 7.43, "unifilter_score_qwen2_5_1_5b": -2.322265625, "unifilter_score_qwen3_0_6b": -1.232421875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "fr", "language_detection_annotation_lingua_1_score": 2.9021806475352547e-21, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 5.622131980099543e-26, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8305696845054626, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.01172203104943037, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.009416051208972931, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.9409052729606628, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.8237282633781433, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9810660481452942, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.018873214721679688, "text_quality_dolma3_fasttext_score": 0.08767127990722656, "custom_fasttext_val_fasttext_score": 0.005018830299377441, "custom_fasttext_core_fasttext_score": 0.0003739595413208008, "custom_fasttext_val_clean_fasttext_score": 0.00974428653717041, "custom_fasttext_core_clean_fasttext_score": 0.00014209747314453125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.21875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.28125, "within_sample_repetition_detection": 4.0 }, "143": { "detoxify": 1, "length_chars": 151, "length_tokens": 1874, "length_tokens_text_only": 83, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8212460989903922, "iqa_live_min": 0.8212460989903922, "iqa_live_max": 0.8212460989903922, "iqa_csiq_mean": 0.894108235836029, "iqa_csiq_min": 0.894108235836029, "iqa_csiq_max": 0.894108235836029, "iqa_tid2013_mean": 0.6112567583719889, "iqa_tid2013_min": 0.6112567583719889, "iqa_tid2013_max": 0.6112567583719889, "iqa_kadid10k_mean": 0.661529541015625, "iqa_kadid10k_min": 0.661529541015625, "iqa_kadid10k_max": 0.661529541015625, "iqa_flive_mean": 0.751843693280461, "iqa_flive_min": 0.751843693280461, "iqa_flive_max": 0.751843693280461, "iqa_spaq_mean": 0.7162706779711174, "iqa_spaq_min": 0.7162706779711174, "iqa_spaq_max": 0.7162706779711174, "iqa_clive_mean": 0.6568985755997475, "iqa_clive_min": 0.6568985755997475, "iqa_clive_max": 0.6568985755997475, "iqa_koniq10k_mean": 0.7617693043718435, "iqa_koniq10k_min": 0.7617693043718435, "iqa_koniq10k_max": 0.7617693043718435, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9576043061156988 }, { "lang": "tl", "score": 0.011124014218993169 }, { "lang": "la", "score": 0.008215391584736453 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9590006470680237 }, { "lang": "de", "score": 0.0031831692904233932 }, { "lang": "it", "score": 0.002679758705198765 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.8212460989903922, "iqa_v2_live_min": 0.8212460989903922, "iqa_v2_live_max": 0.8212460989903922, "iqa_v2_csiq_mean": 0.894108235836029, "iqa_v2_csiq_min": 0.894108235836029, "iqa_v2_csiq_max": 0.894108235836029, "iqa_v2_tid2013_mean": 0.6112567583719889, "iqa_v2_tid2013_min": 0.6112567583719889, "iqa_v2_tid2013_max": 0.6112567583719889, "iqa_v2_kadid10k_mean": 0.6614990234375, "iqa_v2_kadid10k_min": 0.6614990234375, "iqa_v2_kadid10k_max": 0.6614990234375, "iqa_v2_flive_mean": 0.751843693280461, "iqa_v2_flive_min": 0.751843693280461, "iqa_v2_flive_max": 0.751843693280461, "iqa_v2_spaq_mean": 0.7162706779711174, "iqa_v2_spaq_min": 0.7162706779711174, "iqa_v2_spaq_max": 0.7162706779711174, "iqa_v2_clive_mean": 0.6568985755997475, "iqa_v2_clive_min": 0.6568985755997475, "iqa_v2_clive_max": 0.6568985755997475, "iqa_v2_koniq10k_mean": 0.7617693043718435, "iqa_v2_koniq10k_min": 0.7617693043718435, "iqa_v2_koniq10k_max": 0.7617693043718435, "imdecont": { "jpg": 0.23544907569885254 }, "imdecont_image_match": { "jpg": 269898 }, "imdecont_max": 0.23544907569885254, "imdecont_mean": 0.23544907569885254, "imdecont_min": 0.23544907569885254, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.828125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.828125, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.828125, "clip_score_dfn_public_prev_turn_only_min": 1.646484375, "clip_score_dfn_public_prev_turn_only_mean": 1.646484375, "clip_score_dfn_public_prev_turn_only_max": 1.646484375, "clip_score_siglip2_b16_224_prev_turn_only_min": 7.734375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 7.734375, "clip_score_siglip2_b16_224_prev_turn_only_max": 7.734375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.453125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.453125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.453125, "clip_score_clip_vitl14_224_next_turn_only_min": 12.9765625, "clip_score_clip_vitl14_224_next_turn_only_mean": 12.9765625, "clip_score_clip_vitl14_224_next_turn_only_max": 12.9765625, "clip_score_dfn_public_next_turn_only_min": 0.70654296875, "clip_score_dfn_public_next_turn_only_mean": 0.70654296875, "clip_score_dfn_public_next_turn_only_max": 0.70654296875, "clip_score_siglip2_b16_224_next_turn_only_min": -10.515625, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.515625, "clip_score_siglip2_b16_224_next_turn_only_max": -10.515625, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.3671875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.3671875, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.3671875, "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": 1.8515625, "clip_score_dfn_public_prev_and_next_turn_mean": 1.8515625, "clip_score_dfn_public_prev_and_next_turn_max": 1.8515625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.890625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.890625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.890625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.40625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.40625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.40625, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 533 }, "im_width_mean": 533.0, "im_width_min": 533, "im_width_max": 533, "im_ar": { "jpg": 0.6663 }, "im_ar_mean": 0.6663, "im_ar_min": 0.6663, "im_ar_max": 0.6663, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1457.34 }, "im_clarity_mean": 1457.34, "im_clarity_min": 1457.34, "im_clarity_max": 1457.34, "im_luma": { "jpg": 146.82 }, "im_luma_mean": 146.82, "im_luma_min": 146.82, "im_luma_max": 146.82, "im_saturation": { "jpg": 50.48 }, "im_saturation_mean": 50.48, "im_saturation_min": 50.48, "im_saturation_max": 50.48, "im_entropy": { "jpg": 7.33 }, "im_entropy_mean": 7.33, "im_entropy_min": 7.33, "im_entropy_max": 7.33, "unifilter_score_qwen2_5_1_5b": -1.755859375, "unifilter_score_qwen3_0_6b": -0.62451171875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9576043061156988, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.011124014218993169, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.008215391584736453, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9590006470680237, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.0031831692904233932, "language_detection_annotation_nllb_2_lan": "it", "language_detection_annotation_nllb_2_score": 0.002679758705198765, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.3734489381313324, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.42199939489364624, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9257920384407043, "text_quality_nvidia_edu_nemotron4_score": 1.2216796875, "text_quality_nvidia_edu_mixtral_score": 0.5126953125, "text_quality_dclmbaseline_fasttext_score": 0.9382480382919312, "text_quality_dolma3_fasttext_score": 0.9997740387916565, "custom_fasttext_val_fasttext_score": 0.00024563074111938477, "custom_fasttext_core_fasttext_score": 4.5299530029296875e-06, "custom_fasttext_val_clean_fasttext_score": 0.001398622989654541, "custom_fasttext_core_clean_fasttext_score": 0.00019568204879760742, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 4.0 }, "149": { "detoxify": 0, "length_chars": 113, "length_tokens": 1859, "length_tokens_text_only": 68, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7342827151520084, "iqa_live_min": 0.7342827151520084, "iqa_live_max": 0.7342827151520084, "iqa_csiq_mean": 0.884098470211029, "iqa_csiq_min": 0.884098470211029, "iqa_csiq_max": 0.884098470211029, "iqa_tid2013_mean": 0.5474546750386555, "iqa_tid2013_min": 0.5474546750386555, "iqa_tid2013_max": 0.5474546750386555, "iqa_kadid10k_mean": 0.597900390625, "iqa_kadid10k_min": 0.597900390625, "iqa_kadid10k_max": 0.597900390625, "iqa_flive_mean": 0.6940390846946023, "iqa_flive_min": 0.6940390846946023, "iqa_flive_max": 0.6940390846946023, "iqa_spaq_mean": 0.6570850719105115, "iqa_spaq_min": 0.6570850719105115, "iqa_spaq_max": 0.6570850719105115, "iqa_clive_mean": 0.654373323074495, "iqa_clive_min": 0.654373323074495, "iqa_clive_max": 0.654373323074495, "iqa_koniq10k_mean": 0.6293514136112098, "iqa_koniq10k_min": 0.6293514136112098, "iqa_koniq10k_max": 0.6293514136112098, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9977505549609462 }, { "lang": "tl", "score": 0.0012961542276828664 }, { "lang": "da", "score": 0.0002583691349825574 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9530358910560608 }, { "lang": "de", "score": 0.0034565466921776533 }, { "lang": "ru", "score": 0.002358271973207593 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7342827151520084, "iqa_v2_live_min": 0.7342827151520084, "iqa_v2_live_max": 0.7342827151520084, "iqa_v2_csiq_mean": 0.884098470211029, "iqa_v2_csiq_min": 0.884098470211029, "iqa_v2_csiq_max": 0.884098470211029, "iqa_v2_tid2013_mean": 0.5474546750386555, "iqa_v2_tid2013_min": 0.5474546750386555, "iqa_v2_tid2013_max": 0.5474546750386555, "iqa_v2_kadid10k_mean": 0.597900390625, "iqa_v2_kadid10k_min": 0.597900390625, "iqa_v2_kadid10k_max": 0.597900390625, "iqa_v2_flive_mean": 0.6940785417653094, "iqa_v2_flive_min": 0.6940785417653094, "iqa_v2_flive_max": 0.6940785417653094, "iqa_v2_spaq_mean": 0.6570850719105115, "iqa_v2_spaq_min": 0.6570850719105115, "iqa_v2_spaq_max": 0.6570850719105115, "iqa_v2_clive_mean": 0.654373323074495, "iqa_v2_clive_min": 0.654373323074495, "iqa_v2_clive_max": 0.654373323074495, "iqa_v2_koniq10k_mean": 0.6293514136112098, "iqa_v2_koniq10k_min": 0.6293514136112098, "iqa_v2_koniq10k_max": 0.6293514136112098, "imdecont": { "jpg": 0.34286558628082275 }, "imdecont_image_match": { "jpg": 266021 }, "imdecont_max": 0.34286558628082275, "imdecont_mean": 0.34286558628082275, "imdecont_min": 0.34286558628082275, "clip_score_clip_vitl14_224_prev_turn_only_min": 31.671875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 31.671875, "clip_score_clip_vitl14_224_prev_turn_only_max": 31.671875, "clip_score_dfn_public_prev_turn_only_min": 2.486328125, "clip_score_dfn_public_prev_turn_only_mean": 2.486328125, "clip_score_dfn_public_prev_turn_only_max": 2.486328125, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.453125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.453125, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.453125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 30.640625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 30.640625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 30.640625, "clip_score_clip_vitl14_224_next_turn_only_min": 17.828125, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.828125, "clip_score_clip_vitl14_224_next_turn_only_max": 17.828125, "clip_score_dfn_public_next_turn_only_min": -0.640625, "clip_score_dfn_public_next_turn_only_mean": -0.640625, "clip_score_dfn_public_next_turn_only_max": -0.640625, "clip_score_siglip2_b16_224_next_turn_only_min": -9.5625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.5625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.5625, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.78125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.78125, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 32.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 32.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 32.03125, "clip_score_dfn_public_prev_and_next_turn_min": 2.380859375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.380859375, "clip_score_dfn_public_prev_and_next_turn_max": 2.380859375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.390625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.390625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 30.71875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 30.71875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 30.71875, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2948.61 }, "im_clarity_mean": 2948.61, "im_clarity_min": 2948.61, "im_clarity_max": 2948.61, "im_luma": { "jpg": 74.35 }, "im_luma_mean": 74.35, "im_luma_min": 74.35, "im_luma_max": 74.35, "im_saturation": { "jpg": 127.73 }, "im_saturation_mean": 127.73, "im_saturation_min": 127.73, "im_saturation_max": 127.73, "im_entropy": { "jpg": 6.99 }, "im_entropy_mean": 6.99, "im_entropy_min": 6.99, "im_entropy_max": 6.99, "unifilter_score_qwen2_5_1_5b": -0.5693359375, "unifilter_score_qwen3_0_6b": -1.5029296875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9977505549609462, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.0012961542276828664, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 0.0002583691349825574, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9530358910560608, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.0034565466921776533, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.002358271973207593, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.9118956327438354, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.4150792062282562, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.999382495880127, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0207366943359375, "text_quality_dclmbaseline_fasttext_score": 0.9937260746955872, "text_quality_dolma3_fasttext_score": 0.9999746084213257, "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": 9.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 9.0 }, "144": { "detoxify": 1, "length_chars": 103, "length_tokens": 1862, "length_tokens_text_only": 71, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7726349878792811, "iqa_live_min": 0.7726349878792811, "iqa_live_max": 0.7726349878792811, "iqa_csiq_mean": 0.896061360836029, "iqa_csiq_min": 0.896061360836029, "iqa_csiq_max": 0.896061360836029, "iqa_tid2013_mean": 0.5846183035108777, "iqa_tid2013_min": 0.5846183035108777, "iqa_tid2013_max": 0.5846183035108777, "iqa_kadid10k_mean": 0.553955078125, "iqa_kadid10k_min": 0.553955078125, "iqa_kadid10k_max": 0.553955078125, "iqa_flive_mean": 0.7084803725733902, "iqa_flive_min": 0.7084803725733902, "iqa_flive_max": 0.7084803725733902, "iqa_spaq_mean": 0.5307829885771781, "iqa_spaq_min": 0.5307829885771781, "iqa_spaq_max": 0.5307829885771781, "iqa_clive_mean": 0.6575298887310607, "iqa_clive_min": 0.6575298887310607, "iqa_clive_max": 0.6575298887310607, "iqa_koniq10k_mean": 0.6803299104324495, "iqa_koniq10k_min": 0.6803299104324495, "iqa_koniq10k_max": 0.6803299104324495, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8847383848384284 }, { "lang": "fr", "score": 0.016694049708971287 }, { "lang": "tl", "score": 0.015472745729715602 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9540925025939941 }, { "lang": "ta", "score": 0.0038080839440226555 }, { "lang": "fr", "score": 0.002901392290368676 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7726349878792811, "iqa_v2_live_min": 0.7726349878792811, "iqa_v2_live_max": 0.7726349878792811, "iqa_v2_csiq_mean": 0.896061360836029, "iqa_v2_csiq_min": 0.896061360836029, "iqa_v2_csiq_max": 0.896061360836029, "iqa_v2_tid2013_mean": 0.5846183035108777, "iqa_v2_tid2013_min": 0.5846183035108777, "iqa_v2_tid2013_max": 0.5846183035108777, "iqa_v2_kadid10k_mean": 0.55389404296875, "iqa_v2_kadid10k_min": 0.55389404296875, "iqa_v2_kadid10k_max": 0.55389404296875, "iqa_v2_flive_mean": 0.7085198296440973, "iqa_v2_flive_min": 0.7085198296440973, "iqa_v2_flive_max": 0.7085198296440973, "iqa_v2_spaq_mean": 0.5308027171125316, "iqa_v2_spaq_min": 0.5308027171125316, "iqa_v2_spaq_max": 0.5308027171125316, "iqa_v2_clive_mean": 0.6575298887310607, "iqa_v2_clive_min": 0.6575298887310607, "iqa_v2_clive_max": 0.6575298887310607, "iqa_v2_koniq10k_mean": 0.6803299104324495, "iqa_v2_koniq10k_min": 0.6803299104324495, "iqa_v2_koniq10k_max": 0.6803299104324495, "imdecont": { "jpg": 0.3055988550186157 }, "imdecont_image_match": { "jpg": 265940 }, "imdecont_max": 0.3055988550186157, "imdecont_mean": 0.3055988550186157, "imdecont_min": 0.3055988550186157, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.734375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.734375, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.734375, "clip_score_dfn_public_prev_turn_only_min": 3.50390625, "clip_score_dfn_public_prev_turn_only_mean": 3.50390625, "clip_score_dfn_public_prev_turn_only_max": 3.50390625, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.21875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.21875, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.21875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.640625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.640625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.640625, "clip_score_clip_vitl14_224_next_turn_only_min": 17.890625, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.890625, "clip_score_clip_vitl14_224_next_turn_only_max": 17.890625, "clip_score_dfn_public_next_turn_only_min": 0.59423828125, "clip_score_dfn_public_next_turn_only_mean": 0.59423828125, "clip_score_dfn_public_next_turn_only_max": 0.59423828125, "clip_score_siglip2_b16_224_next_turn_only_min": -10.6640625, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.6640625, "clip_score_siglip2_b16_224_next_turn_only_max": -10.6640625, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.0234375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.0234375, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.0234375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.390625, "clip_score_dfn_public_prev_and_next_turn_min": 3.515625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.515625, "clip_score_dfn_public_prev_and_next_turn_max": 3.515625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.765625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.765625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 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": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 560 }, "im_width_mean": 560.0, "im_width_min": 560, "im_width_max": 560, "im_ar": { "jpg": 0.7 }, "im_ar_mean": 0.7, "im_ar_min": 0.7, "im_ar_max": 0.7, "im_kilobytes": { "jpg": 1312.5 }, "im_kilobytes_mean": 1312.5, "im_kilobytes_min": 1312.5, "im_kilobytes_max": 1312.5, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1152.29 }, "im_clarity_mean": 1152.29, "im_clarity_min": 1152.29, "im_clarity_max": 1152.29, "im_luma": { "jpg": 159.26 }, "im_luma_mean": 159.26, "im_luma_min": 159.26, "im_luma_max": 159.26, "im_saturation": { "jpg": 39.19 }, "im_saturation_mean": 39.19, "im_saturation_min": 39.19, "im_saturation_max": 39.19, "im_entropy": { "jpg": 7.41 }, "im_entropy_mean": 7.41, "im_entropy_min": 7.41, "im_entropy_max": 7.41, "unifilter_score_qwen2_5_1_5b": -0.99560546875, "unifilter_score_qwen3_0_6b": 1.0185546875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8847383848384284, "language_detection_annotation_lingua_1_lan": "fr", "language_detection_annotation_lingua_1_score": 0.016694049708971287, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.015472745729715602, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9540925025939941, "language_detection_annotation_nllb_1_lan": "ta", "language_detection_annotation_nllb_1_score": 0.0038080839440226555, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.002901392290368676, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7013542652130127, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.3106977939605713, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9992307424545288, "text_quality_nvidia_edu_nemotron4_score": 0.051971435546875, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.28121352195739746, "text_quality_dolma3_fasttext_score": 0.009112775325775146, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 2.1457672119140625e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 9.0 }, "138": { "detoxify": 1, "length_chars": 117, "length_tokens": 1346, "length_tokens_text_only": 66, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6998761494954426, "iqa_live_min": 0.6998761494954426, "iqa_live_max": 0.6998761494954426, "iqa_csiq_mean": 0.766910970211029, "iqa_csiq_min": 0.766910970211029, "iqa_csiq_max": 0.766910970211029, "iqa_tid2013_mean": 0.49145237604777015, "iqa_tid2013_min": 0.49145237604777015, "iqa_tid2013_max": 0.49145237604777015, "iqa_kadid10k_mean": 0.5107421875, "iqa_kadid10k_min": 0.5107421875, "iqa_kadid10k_max": 0.5107421875, "iqa_flive_mean": 0.6838591604521781, "iqa_flive_min": 0.6838591604521781, "iqa_flive_max": 0.6838591604521781, "iqa_spaq_mean": 0.5518136072640467, "iqa_spaq_min": 0.5518136072640467, "iqa_spaq_max": 0.5518136072640467, "iqa_clive_mean": 0.5688304323138613, "iqa_clive_min": 0.5688304323138613, "iqa_clive_max": 0.5688304323138613, "iqa_koniq10k_mean": 0.623353938863735, "iqa_koniq10k_min": 0.623353938863735, "iqa_koniq10k_max": 0.623353938863735, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9966378102875246 }, { "lang": "tl", "score": 0.0013093207717951015 }, { "lang": "da", "score": 0.0005975189311451028 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9264932870864868 }, { "lang": "de", "score": 0.007021175231784582 }, { "lang": "fr", "score": 0.005468279588967562 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6998761494954426, "iqa_v2_live_min": 0.6998761494954426, "iqa_v2_live_max": 0.6998761494954426, "iqa_v2_csiq_mean": 0.766910970211029, "iqa_v2_csiq_min": 0.766910970211029, "iqa_v2_csiq_max": 0.766910970211029, "iqa_v2_tid2013_mean": 0.4914515283372667, "iqa_v2_tid2013_min": 0.4914515283372667, "iqa_v2_tid2013_max": 0.4914515283372667, "iqa_v2_kadid10k_mean": 0.5107421875, "iqa_v2_kadid10k_min": 0.5107421875, "iqa_v2_kadid10k_max": 0.5107421875, "iqa_v2_flive_mean": 0.683780246310764, "iqa_v2_flive_min": 0.683780246310764, "iqa_v2_flive_max": 0.683780246310764, "iqa_v2_spaq_mean": 0.5517741501933396, "iqa_v2_spaq_min": 0.5517741501933396, "iqa_v2_spaq_max": 0.5517741501933396, "iqa_v2_clive_mean": 0.5687515181724472, "iqa_v2_clive_min": 0.5687515181724472, "iqa_v2_clive_max": 0.5687515181724472, "iqa_v2_koniq10k_mean": 0.6231961105809067, "iqa_v2_koniq10k_min": 0.6231961105809067, "iqa_v2_koniq10k_max": 0.6231961105809067, "imdecont": { "jpg": 0.24066293239593506 }, "imdecont_image_match": { "jpg": 266050 }, "imdecont_max": 0.24066293239593506, "imdecont_mean": 0.24066293239593506, "imdecont_min": 0.24066293239593506, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.59375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.59375, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.59375, "clip_score_dfn_public_prev_turn_only_min": 0.92431640625, "clip_score_dfn_public_prev_turn_only_mean": 0.92431640625, "clip_score_dfn_public_prev_turn_only_max": 0.92431640625, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.921875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.921875, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.921875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.375, "clip_score_clip_vitl14_224_next_turn_only_min": 16.484375, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.484375, "clip_score_clip_vitl14_224_next_turn_only_max": 16.484375, "clip_score_dfn_public_next_turn_only_min": -0.4560546875, "clip_score_dfn_public_next_turn_only_mean": -0.4560546875, "clip_score_dfn_public_next_turn_only_max": -0.4560546875, "clip_score_siglip2_b16_224_next_turn_only_min": -11.125, "clip_score_siglip2_b16_224_next_turn_only_mean": -11.125, "clip_score_siglip2_b16_224_next_turn_only_max": -11.125, "clip_score_longclip_vitl14_224_next_turn_only_min": 12.8515625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 12.8515625, "clip_score_longclip_vitl14_224_next_turn_only_max": 12.8515625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.59375, "clip_score_dfn_public_prev_and_next_turn_min": 1.212890625, "clip_score_dfn_public_prev_and_next_turn_mean": 1.212890625, "clip_score_dfn_public_prev_and_next_turn_max": 1.212890625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.1328125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.1328125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.1328125, "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": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 716 }, "im_width_mean": 716.0, "im_width_min": 716, "im_width_max": 716, "im_ar": { "jpg": 0.895 }, "im_ar_mean": 0.895, "im_ar_min": 0.895, "im_ar_max": 0.895, "im_kilobytes": { "jpg": 1678.12 }, "im_kilobytes_mean": 1678.12, "im_kilobytes_min": 1678.12, "im_kilobytes_max": 1678.12, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1683.12 }, "im_clarity_mean": 1683.12, "im_clarity_min": 1683.12, "im_clarity_max": 1683.12, "im_luma": { "jpg": 119.99 }, "im_luma_mean": 119.99, "im_luma_min": 119.99, "im_luma_max": 119.99, "im_saturation": { "jpg": 53.34 }, "im_saturation_mean": 53.34, "im_saturation_min": 53.34, "im_saturation_max": 53.34, "im_entropy": { "jpg": 7.25 }, "im_entropy_mean": 7.25, "im_entropy_min": 7.25, "im_entropy_max": 7.25, "unifilter_score_qwen2_5_1_5b": 0.36181640625, "unifilter_score_qwen3_0_6b": -0.25341796875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9966378102875246, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.0013093207717951015, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 0.0005975189311451028, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9264932870864868, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.007021175231784582, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.005468279588967562, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.8796790242195129, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.500449538230896, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9968780279159546, "text_quality_nvidia_edu_nemotron4_score": 0.01403045654296875, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9999327659606934, "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": 10.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.8125, "within_sample_repetition_detection": 10.0 }, "145": { "detoxify": 1, "length_chars": 117, "length_tokens": 1868, "length_tokens_text_only": 76, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7462776646469578, "iqa_live_min": 0.7462776646469578, "iqa_live_max": 0.7462776646469578, "iqa_csiq_mean": 0.905094563961029, "iqa_csiq_min": 0.905094563961029, "iqa_csiq_max": 0.905094563961029, "iqa_tid2013_mean": 0.5264043278164333, "iqa_tid2013_min": 0.5264043278164333, "iqa_tid2013_max": 0.5264043278164333, "iqa_kadid10k_mean": 0.58673095703125, "iqa_kadid10k_min": 0.58673095703125, "iqa_kadid10k_max": 0.58673095703125, "iqa_flive_mean": 0.7265911680279357, "iqa_flive_min": 0.7265911680279357, "iqa_flive_max": 0.7265911680279357, "iqa_spaq_mean": 0.6692378496882891, "iqa_spaq_min": 0.6692378496882891, "iqa_spaq_max": 0.6692378496882891, "iqa_clive_mean": 0.6247016444350735, "iqa_clive_min": 0.6247016444350735, "iqa_clive_max": 0.6247016444350735, "iqa_koniq10k_mean": 0.6768576882102273, "iqa_koniq10k_min": 0.6768576882102273, "iqa_koniq10k_max": 0.6768576882102273, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.7676037841523546 }, { "lang": "tl", "score": 0.13270467050695203 }, { "lang": "fr", "score": 0.019461699972139056 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9182132482528687 }, { "lang": "pt", "score": 0.005470214411616325 }, { "lang": "de", "score": 0.004452368710190058 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7462776646469578, "iqa_v2_live_min": 0.7462776646469578, "iqa_v2_live_max": 0.7462776646469578, "iqa_v2_csiq_mean": 0.905094563961029, "iqa_v2_csiq_min": 0.905094563961029, "iqa_v2_csiq_max": 0.905094563961029, "iqa_v2_tid2013_mean": 0.5264043278164333, "iqa_v2_tid2013_min": 0.5264043278164333, "iqa_v2_tid2013_max": 0.5264043278164333, "iqa_v2_kadid10k_mean": 0.58673095703125, "iqa_v2_kadid10k_min": 0.58673095703125, "iqa_v2_kadid10k_max": 0.58673095703125, "iqa_v2_flive_mean": 0.7265911680279357, "iqa_v2_flive_min": 0.7265911680279357, "iqa_v2_flive_max": 0.7265911680279357, "iqa_v2_spaq_mean": 0.6692378496882891, "iqa_v2_spaq_min": 0.6692378496882891, "iqa_v2_spaq_max": 0.6692378496882891, "iqa_v2_clive_mean": 0.6247016444350735, "iqa_v2_clive_min": 0.6247016444350735, "iqa_v2_clive_max": 0.6247016444350735, "iqa_v2_koniq10k_mean": 0.6768576882102273, "iqa_v2_koniq10k_min": 0.6768576882102273, "iqa_v2_koniq10k_max": 0.6768576882102273, "imdecont": { "jpg": 0.325738787651062 }, "imdecont_image_match": { "jpg": 265821 }, "imdecont_max": 0.325738787651062, "imdecont_mean": 0.325738787651062, "imdecont_min": 0.325738787651062, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.203125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.203125, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.203125, "clip_score_dfn_public_prev_turn_only_min": 3.087890625, "clip_score_dfn_public_prev_turn_only_mean": 3.087890625, "clip_score_dfn_public_prev_turn_only_max": 3.087890625, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.46875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.46875, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.46875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.3125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.3125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.3125, "clip_score_clip_vitl14_224_next_turn_only_min": 16.453125, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.453125, "clip_score_clip_vitl14_224_next_turn_only_max": 16.453125, "clip_score_dfn_public_next_turn_only_min": 1.3134765625, "clip_score_dfn_public_next_turn_only_mean": 1.3134765625, "clip_score_dfn_public_next_turn_only_max": 1.3134765625, "clip_score_siglip2_b16_224_next_turn_only_min": -7.6953125, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.6953125, "clip_score_siglip2_b16_224_next_turn_only_max": -7.6953125, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.0234375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.0234375, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.0234375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.296875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.296875, "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": 2.140625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.140625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.140625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.3125, "im_height": { "jpg": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 280 }, "im_width_mean": 280.0, "im_width_min": 280, "im_width_max": 280, "im_ar": { "jpg": 0.7 }, "im_ar_mean": 0.7, "im_ar_min": 0.7, "im_ar_max": 0.7, "im_kilobytes": { "jpg": 328.12 }, "im_kilobytes_mean": 328.12, "im_kilobytes_min": 328.12, "im_kilobytes_max": 328.12, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4607.83 }, "im_clarity_mean": 4607.83, "im_clarity_min": 4607.83, "im_clarity_max": 4607.83, "im_luma": { "jpg": 143.96 }, "im_luma_mean": 143.96, "im_luma_min": 143.96, "im_luma_max": 143.96, "im_saturation": { "jpg": 74.9 }, "im_saturation_mean": 74.9, "im_saturation_min": 74.9, "im_saturation_max": 74.9, "im_entropy": { "jpg": 7.27 }, "im_entropy_mean": 7.27, "im_entropy_min": 7.27, "im_entropy_max": 7.27, "unifilter_score_qwen2_5_1_5b": 1.4453125, "unifilter_score_qwen3_0_6b": -1.626953125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.7676037841523546, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.13270467050695203, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 0.019461699972139056, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9182132482528687, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.005470214411616325, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.004452368710190058, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8475766181945801, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.5393438935279846, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.7523428201675415, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0005688667297363281, "text_quality_dclmbaseline_fasttext_score": 0.7510102391242981, "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": 4.76837158203125e-07, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 3.8125, "within_sample_repetition_detection": 3.0 }, "133": { "detoxify": 0, "length_chars": 140, "length_tokens": 1872, "length_tokens_text_only": 80, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7101349878792811, "iqa_live_min": 0.7101349878792811, "iqa_live_max": 0.7101349878792811, "iqa_csiq_mean": 0.935612142086029, "iqa_csiq_min": 0.935612142086029, "iqa_csiq_max": 0.935612142086029, "iqa_tid2013_mean": 0.5129359033372667, "iqa_tid2013_min": 0.5129359033372667, "iqa_tid2013_max": 0.5129359033372667, "iqa_kadid10k_mean": 0.456787109375, "iqa_kadid10k_min": 0.456787109375, "iqa_kadid10k_max": 0.456787109375, "iqa_flive_mean": 0.688238895300663, "iqa_flive_min": 0.688238895300663, "iqa_flive_max": 0.688238895300663, "iqa_spaq_mean": 0.5551674582741478, "iqa_spaq_min": 0.5551674582741478, "iqa_spaq_max": 0.5551674582741478, "iqa_clive_mean": 0.5700930585764876, "iqa_clive_min": 0.5700930585764876, "iqa_clive_max": 0.5700930585764876, "iqa_koniq10k_mean": 0.6323501509849472, "iqa_koniq10k_min": 0.6323501509849472, "iqa_koniq10k_max": 0.6323501509849472, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9782851533733375 }, { "lang": "nb", "score": 0.0032366638093097207 }, { "lang": "la", "score": 0.0028127788856994462 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.866340160369873 }, { "lang": "pt", "score": 0.008143758401274681 }, { "lang": "ro", "score": 0.0070803407579660416 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7101349878792811, "iqa_v2_live_min": 0.7101349878792811, "iqa_v2_live_max": 0.7101349878792811, "iqa_v2_csiq_mean": 0.935612142086029, "iqa_v2_csiq_min": 0.935612142086029, "iqa_v2_csiq_max": 0.935612142086029, "iqa_v2_tid2013_mean": 0.5129359033372667, "iqa_v2_tid2013_min": 0.5129359033372667, "iqa_v2_tid2013_max": 0.5129359033372667, "iqa_v2_kadid10k_mean": 0.456787109375, "iqa_v2_kadid10k_min": 0.456787109375, "iqa_v2_kadid10k_max": 0.456787109375, "iqa_v2_flive_mean": 0.6881994382299559, "iqa_v2_flive_min": 0.6881994382299559, "iqa_v2_flive_max": 0.6881994382299559, "iqa_v2_spaq_mean": 0.5552069153448549, "iqa_v2_spaq_min": 0.5552069153448549, "iqa_v2_spaq_max": 0.5552069153448549, "iqa_v2_clive_mean": 0.5700930585764876, "iqa_v2_clive_min": 0.5700930585764876, "iqa_v2_clive_max": 0.5700930585764876, "iqa_v2_koniq10k_mean": 0.6323501509849472, "iqa_v2_koniq10k_min": 0.6323501509849472, "iqa_v2_koniq10k_max": 0.6323501509849472, "imdecont": { "jpg": 0.36097878217697144 }, "imdecont_image_match": { "jpg": 262302 }, "imdecont_max": 0.36097878217697144, "imdecont_mean": 0.36097878217697144, "imdecont_min": 0.36097878217697144, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.515625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.515625, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.515625, "clip_score_dfn_public_prev_turn_only_min": 3.525390625, "clip_score_dfn_public_prev_turn_only_mean": 3.525390625, "clip_score_dfn_public_prev_turn_only_max": 3.525390625, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.53125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.53125, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.53125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.375, "clip_score_clip_vitl14_224_next_turn_only_min": 16.296875, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.296875, "clip_score_clip_vitl14_224_next_turn_only_max": 16.296875, "clip_score_dfn_public_next_turn_only_min": 0.446044921875, "clip_score_dfn_public_next_turn_only_mean": 0.446044921875, "clip_score_dfn_public_next_turn_only_max": 0.446044921875, "clip_score_siglip2_b16_224_next_turn_only_min": -9.4765625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.4765625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.4765625, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.96875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.96875, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.96875, "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": 3.263671875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.263671875, "clip_score_dfn_public_prev_and_next_turn_max": 3.263671875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.1875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.1875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.21875, "im_height": { "jpg": 532 }, "im_height_mean": 532.0, "im_height_min": 532, "im_height_max": 532, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.5038 }, "im_ar_mean": 1.5038, "im_ar_min": 1.5038, "im_ar_max": 1.5038, "im_kilobytes": { "jpg": 1246.88 }, "im_kilobytes_mean": 1246.88, "im_kilobytes_min": 1246.88, "im_kilobytes_max": 1246.88, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1804.52 }, "im_clarity_mean": 1804.52, "im_clarity_min": 1804.52, "im_clarity_max": 1804.52, "im_luma": { "jpg": 85.86 }, "im_luma_mean": 85.86, "im_luma_min": 85.86, "im_luma_max": 85.86, "im_saturation": { "jpg": 31.25 }, "im_saturation_mean": 31.25, "im_saturation_min": 31.25, "im_saturation_max": 31.25, "im_entropy": { "jpg": 7.25 }, "im_entropy_mean": 7.25, "im_entropy_min": 7.25, "im_entropy_max": 7.25, "unifilter_score_qwen2_5_1_5b": -1.6572265625, "unifilter_score_qwen3_0_6b": 0.8427734375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9782851533733375, "language_detection_annotation_lingua_1_lan": "nb", "language_detection_annotation_lingua_1_score": 0.0032366638093097207, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.0028127788856994462, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.866340160369873, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.008143758401274681, "language_detection_annotation_nllb_2_lan": "ro", "language_detection_annotation_nllb_2_score": 0.0070803407579660416, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8927975296974182, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.2217375636100769, "text_quality_nvidia_domain_label": "Adult", "text_quality_nvidia_domain_score": 0.5185760259628296, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.6628398895263672, "text_quality_dolma3_fasttext_score": 0.492046594619751, "custom_fasttext_val_fasttext_score": 6.67572021484375e-06, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 1.823902130126953e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.5625, "within_sample_repetition_detection": 8.0 }, "116": { "detoxify": 0, "length_chars": 152, "length_tokens": 1873, "length_tokens_text_only": 81, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7934683212126143, "iqa_live_min": 0.7934683212126143, "iqa_live_max": 0.7934683212126143, "iqa_csiq_mean": 0.867741048336029, "iqa_csiq_min": 0.867741048336029, "iqa_csiq_max": 0.867741048336029, "iqa_tid2013_mean": 0.5061813460456001, "iqa_tid2013_min": 0.5061813460456001, "iqa_tid2013_max": 0.5061813460456001, "iqa_kadid10k_mean": 0.523681640625, "iqa_kadid10k_min": 0.523681640625, "iqa_kadid10k_max": 0.523681640625, "iqa_flive_mean": 0.705008150351168, "iqa_flive_min": 0.705008150351168, "iqa_flive_max": 0.705008150351168, "iqa_spaq_mean": 0.5990042638297033, "iqa_spaq_min": 0.5990042638297033, "iqa_spaq_max": 0.5990042638297033, "iqa_clive_mean": 0.6565829190340909, "iqa_clive_min": 0.6565829190340909, "iqa_clive_max": 0.6565829190340909, "iqa_koniq10k_mean": 0.6774890013415404, "iqa_koniq10k_min": 0.6774890013415404, "iqa_koniq10k_max": 0.6774890013415404, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9830721512652937 }, { "lang": "tl", "score": 0.007684461968353483 }, { "lang": "la", "score": 0.001989216306002247 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.837663471698761 }, { "lang": "fr", "score": 0.014707593247294426 }, { "lang": "pt", "score": 0.009374217130243778 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7934683212126143, "iqa_v2_live_min": 0.7934683212126143, "iqa_v2_live_max": 0.7934683212126143, "iqa_v2_csiq_mean": 0.867741048336029, "iqa_v2_csiq_min": 0.867741048336029, "iqa_v2_csiq_max": 0.867741048336029, "iqa_v2_tid2013_mean": 0.5062084727817111, "iqa_v2_tid2013_min": 0.5062084727817111, "iqa_v2_tid2013_max": 0.5062084727817111, "iqa_v2_kadid10k_mean": 0.52374267578125, "iqa_v2_kadid10k_min": 0.52374267578125, "iqa_v2_kadid10k_max": 0.52374267578125, "iqa_v2_flive_mean": 0.704968693280461, "iqa_v2_flive_min": 0.704968693280461, "iqa_v2_flive_max": 0.704968693280461, "iqa_v2_spaq_mean": 0.5989253496882891, "iqa_v2_spaq_min": 0.5989253496882891, "iqa_v2_spaq_max": 0.5989253496882891, "iqa_v2_clive_mean": 0.6565829190340909, "iqa_v2_clive_min": 0.6565829190340909, "iqa_v2_clive_max": 0.6565829190340909, "iqa_v2_koniq10k_mean": 0.6774890013415404, "iqa_v2_koniq10k_min": 0.6774890013415404, "iqa_v2_koniq10k_max": 0.6774890013415404, "imdecont": { "jpg": 0.33313560485839844 }, "imdecont_image_match": { "jpg": 266047 }, "imdecont_max": 0.33313560485839844, "imdecont_mean": 0.33313560485839844, "imdecont_min": 0.33313560485839844, "clip_score_clip_vitl14_224_prev_turn_only_min": 38.65625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 38.65625, "clip_score_clip_vitl14_224_prev_turn_only_max": 38.65625, "clip_score_dfn_public_prev_turn_only_min": 4.42578125, "clip_score_dfn_public_prev_turn_only_mean": 4.42578125, "clip_score_dfn_public_prev_turn_only_max": 4.42578125, "clip_score_siglip2_b16_224_prev_turn_only_min": 11.125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 11.125, "clip_score_siglip2_b16_224_prev_turn_only_max": 11.125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 35.875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 35.875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 35.875, "clip_score_clip_vitl14_224_next_turn_only_min": 17.609375, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.609375, "clip_score_clip_vitl14_224_next_turn_only_max": 17.609375, "clip_score_dfn_public_next_turn_only_min": -0.081298828125, "clip_score_dfn_public_next_turn_only_mean": -0.081298828125, "clip_score_dfn_public_next_turn_only_max": -0.081298828125, "clip_score_siglip2_b16_224_next_turn_only_min": -6.6171875, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.6171875, "clip_score_siglip2_b16_224_next_turn_only_max": -6.6171875, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.734375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.734375, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 39.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 39.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 39.71875, "clip_score_dfn_public_prev_and_next_turn_min": 4.09765625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.09765625, "clip_score_dfn_public_prev_and_next_turn_max": 4.09765625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 11.046875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 11.046875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 11.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 36.0, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 36.0, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 36.0, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 6511.73 }, "im_clarity_mean": 6511.73, "im_clarity_min": 6511.73, "im_clarity_max": 6511.73, "im_luma": { "jpg": 163.36 }, "im_luma_mean": 163.36, "im_luma_min": 163.36, "im_luma_max": 163.36, "im_saturation": { "jpg": 48.35 }, "im_saturation_mean": 48.35, "im_saturation_min": 48.35, "im_saturation_max": 48.35, "im_entropy": { "jpg": 7.54 }, "im_entropy_mean": 7.54, "im_entropy_min": 7.54, "im_entropy_max": 7.54, "unifilter_score_qwen2_5_1_5b": -0.9658203125, "unifilter_score_qwen3_0_6b": 0.00994110107421875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9830721512652937, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.007684461968353483, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.001989216306002247, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.837663471698761, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.014707593247294426, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.009374217130243778, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.6642575263977051, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.557034432888031, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9962095022201538, "text_quality_nvidia_edu_nemotron4_score": 0.2391357421875, "text_quality_nvidia_edu_mixtral_score": 0.07586669921875, "text_quality_dclmbaseline_fasttext_score": 0.48390573263168335, "text_quality_dolma3_fasttext_score": 0.9837650656700134, "custom_fasttext_val_fasttext_score": 0.0008254051208496094, "custom_fasttext_core_fasttext_score": 0.0003094673156738281, "custom_fasttext_val_clean_fasttext_score": 0.007421612739562988, "custom_fasttext_core_clean_fasttext_score": 0.0011423826217651367, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.875, "within_sample_repetition_detection": 9.0 }, "142": { "detoxify": 1, "length_chars": 155, "length_tokens": 1868, "length_tokens_text_only": 77, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6340617555560487, "iqa_live_min": 0.6340617555560487, "iqa_live_max": 0.6340617555560487, "iqa_csiq_mean": 0.840641438961029, "iqa_csiq_min": 0.840641438961029, "iqa_csiq_max": 0.840641438961029, "iqa_tid2013_mean": 0.36179929309421116, "iqa_tid2013_min": 0.36179929309421116, "iqa_tid2013_max": 0.36179929309421116, "iqa_kadid10k_mean": 0.423828125, "iqa_kadid10k_min": 0.423828125, "iqa_kadid10k_max": 0.423828125, "iqa_flive_mean": 0.6913560038865215, "iqa_flive_min": 0.6913560038865215, "iqa_flive_max": 0.6913560038865215, "iqa_spaq_mean": 0.5651500971630367, "iqa_spaq_min": 0.5651500971630367, "iqa_spaq_max": 0.5651500971630367, "iqa_clive_mean": 0.4551546116067906, "iqa_clive_min": 0.4551546116067906, "iqa_clive_max": 0.4551546116067906, "iqa_koniq10k_mean": 0.6740167791193182, "iqa_koniq10k_min": 0.6740167791193182, "iqa_koniq10k_max": 0.6740167791193182, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "fr", "score": 2.218528328208596e-22 }, { "lang": "eo", "score": 5.527441735630057e-23 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.862692654132843 }, { "lang": "de", "score": 0.009943255223333836 }, { "lang": "ru", "score": 0.007700515910983086 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6340617555560487, "iqa_v2_live_min": 0.6340617555560487, "iqa_v2_live_max": 0.6340617555560487, "iqa_v2_csiq_mean": 0.840641438961029, "iqa_v2_csiq_min": 0.840641438961029, "iqa_v2_csiq_max": 0.840641438961029, "iqa_v2_tid2013_mean": 0.36179929309421116, "iqa_v2_tid2013_min": 0.36179929309421116, "iqa_v2_tid2013_max": 0.36179929309421116, "iqa_v2_kadid10k_mean": 0.423828125, "iqa_v2_kadid10k_min": 0.423828125, "iqa_v2_kadid10k_max": 0.423828125, "iqa_v2_flive_mean": 0.6913560038865215, "iqa_v2_flive_min": 0.6913560038865215, "iqa_v2_flive_max": 0.6913560038865215, "iqa_v2_spaq_mean": 0.5651500971630367, "iqa_v2_spaq_min": 0.5651500971630367, "iqa_v2_spaq_max": 0.5651500971630367, "iqa_v2_clive_mean": 0.4551546116067906, "iqa_v2_clive_min": 0.4551546116067906, "iqa_v2_clive_max": 0.4551546116067906, "iqa_v2_koniq10k_mean": 0.6740167791193182, "iqa_v2_koniq10k_min": 0.6740167791193182, "iqa_v2_koniq10k_max": 0.6740167791193182, "imdecont": { "jpg": 0.9265429973602295 }, "imdecont_image_match": { "jpg": 265877 }, "imdecont_max": 0.9265429973602295, "imdecont_mean": 0.9265429973602295, "imdecont_min": 0.9265429973602295, "clip_score_clip_vitl14_224_prev_turn_only_min": 23.578125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 23.578125, "clip_score_clip_vitl14_224_prev_turn_only_max": 23.578125, "clip_score_dfn_public_prev_turn_only_min": 0.287841796875, "clip_score_dfn_public_prev_turn_only_mean": 0.287841796875, "clip_score_dfn_public_prev_turn_only_max": 0.287841796875, "clip_score_siglip2_b16_224_prev_turn_only_min": 6.859375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 6.859375, "clip_score_siglip2_b16_224_prev_turn_only_max": 6.859375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.859375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.859375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.859375, "clip_score_clip_vitl14_224_next_turn_only_min": 19.25, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.25, "clip_score_clip_vitl14_224_next_turn_only_max": 19.25, "clip_score_dfn_public_next_turn_only_min": 1.2666015625, "clip_score_dfn_public_next_turn_only_mean": 1.2666015625, "clip_score_dfn_public_next_turn_only_max": 1.2666015625, "clip_score_siglip2_b16_224_next_turn_only_min": -7.46875, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.46875, "clip_score_siglip2_b16_224_next_turn_only_max": -7.46875, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.4453125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.4453125, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.4453125, "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": 0.089599609375, "clip_score_dfn_public_prev_and_next_turn_mean": 0.089599609375, "clip_score_dfn_public_prev_and_next_turn_max": 0.089599609375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 6.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 6.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 6.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 19.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 19.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 19.734375, "im_height": { "jpg": 399 }, "im_height_mean": 399.0, "im_height_min": 399, "im_height_max": 399, "im_width": { "jpg": 277 }, "im_width_mean": 277.0, "im_width_min": 277, "im_width_max": 277, "im_ar": { "jpg": 0.6942 }, "im_ar_mean": 0.6942, "im_ar_min": 0.6942, "im_ar_max": 0.6942, "im_kilobytes": { "jpg": 323.8 }, "im_kilobytes_mean": 323.8, "im_kilobytes_min": 323.8, "im_kilobytes_max": 323.8, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3453.0 }, "im_clarity_mean": 3453.0, "im_clarity_min": 3453.0, "im_clarity_max": 3453.0, "im_luma": { "jpg": 71.89 }, "im_luma_mean": 71.89, "im_luma_min": 71.89, "im_luma_max": 71.89, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 7.11 }, "im_entropy_mean": 7.11, "im_entropy_min": 7.11, "im_entropy_max": 7.11, "unifilter_score_qwen2_5_1_5b": 0.181640625, "unifilter_score_qwen3_0_6b": 2.345703125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "fr", "language_detection_annotation_lingua_1_score": 2.218528328208596e-22, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 5.527441735630057e-23, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.862692654132843, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.009943255223333836, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.007700515910983086, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8780868649482727, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.6559471487998962, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.44764596223831177, "text_quality_nvidia_edu_nemotron4_score": 0.353271484375, "text_quality_nvidia_edu_mixtral_score": 0.2381591796875, "text_quality_dclmbaseline_fasttext_score": 0.999933123588562, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.00018984079360961914, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00036907196044921875, "custom_fasttext_core_clean_fasttext_score": 3.814697265625e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 4.0 }, "140": { "detoxify": 1, "length_chars": 163, "length_tokens": 1873, "length_tokens_text_only": 82, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7980453414146347, "iqa_live_min": 0.7980453414146347, "iqa_live_max": 0.7980453414146347, "iqa_csiq_mean": 0.834537923336029, "iqa_csiq_min": 0.834537923336029, "iqa_csiq_max": 0.834537923336029, "iqa_tid2013_mean": 0.5621031125386555, "iqa_tid2013_min": 0.5621031125386555, "iqa_tid2013_max": 0.5621031125386555, "iqa_kadid10k_mean": 0.468017578125, "iqa_kadid10k_min": 0.468017578125, "iqa_kadid10k_max": 0.468017578125, "iqa_flive_mean": 0.7042190089370266, "iqa_flive_min": 0.7042190089370266, "iqa_flive_max": 0.7042190089370266, "iqa_spaq_mean": 0.6080004759509154, "iqa_spaq_min": 0.6080004759509154, "iqa_spaq_max": 0.6080004759509154, "iqa_clive_mean": 0.5780633868593159, "iqa_clive_min": 0.5780633868593159, "iqa_clive_max": 0.5780633868593159, "iqa_koniq10k_mean": 0.6307718681566643, "iqa_koniq10k_min": 0.6307718681566643, "iqa_koniq10k_max": 0.6307718681566643, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999925 }, { "lang": "nl", "score": 4.375706358563386e-15 }, { "lang": "la", "score": 2.5081866933426573e-15 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9217590689659119 }, { "lang": "it", "score": 0.010635669343173504 }, { "lang": "pt", "score": 0.004637481644749641 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7980453414146347, "iqa_v2_live_min": 0.7980453414146347, "iqa_v2_live_max": 0.7980453414146347, "iqa_v2_csiq_mean": 0.834537923336029, "iqa_v2_csiq_min": 0.834537923336029, "iqa_v2_csiq_max": 0.834537923336029, "iqa_v2_tid2013_mean": 0.5621573660108777, "iqa_v2_tid2013_min": 0.5621573660108777, "iqa_v2_tid2013_max": 0.5621573660108777, "iqa_v2_kadid10k_mean": 0.468017578125, "iqa_v2_kadid10k_min": 0.468017578125, "iqa_v2_kadid10k_max": 0.468017578125, "iqa_v2_flive_mean": 0.7042190089370266, "iqa_v2_flive_min": 0.7042190089370266, "iqa_v2_flive_max": 0.7042190089370266, "iqa_v2_spaq_mean": 0.6080793900923296, "iqa_v2_spaq_min": 0.6080793900923296, "iqa_v2_spaq_max": 0.6080793900923296, "iqa_v2_clive_mean": 0.5780633868593159, "iqa_v2_clive_min": 0.5780633868593159, "iqa_v2_clive_max": 0.5780633868593159, "iqa_v2_koniq10k_mean": 0.6307718681566643, "iqa_v2_koniq10k_min": 0.6307718681566643, "iqa_v2_koniq10k_max": 0.6307718681566643, "imdecont": { "jpg": 0.2880210280418396 }, "imdecont_image_match": { "jpg": 265874 }, "imdecont_max": 0.2880210280418396, "imdecont_mean": 0.2880210280418396, "imdecont_min": 0.2880210280418396, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.03125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.03125, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.03125, "clip_score_dfn_public_prev_turn_only_min": 4.5859375, "clip_score_dfn_public_prev_turn_only_mean": 4.5859375, "clip_score_dfn_public_prev_turn_only_max": 4.5859375, "clip_score_siglip2_b16_224_prev_turn_only_min": 7.546875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 7.546875, "clip_score_siglip2_b16_224_prev_turn_only_max": 7.546875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.59375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.59375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.59375, "clip_score_clip_vitl14_224_next_turn_only_min": 16.84375, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.84375, "clip_score_clip_vitl14_224_next_turn_only_max": 16.84375, "clip_score_dfn_public_next_turn_only_min": -0.484375, "clip_score_dfn_public_next_turn_only_mean": -0.484375, "clip_score_dfn_public_next_turn_only_max": -0.484375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.5625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.5625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.5625, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.078125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.078125, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.5, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.5, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.5, "clip_score_dfn_public_prev_and_next_turn_min": 4.8046875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.8046875, "clip_score_dfn_public_prev_and_next_turn_max": 4.8046875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 7.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 7.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 7.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 28.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.5625, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5687.05 }, "im_clarity_mean": 5687.05, "im_clarity_min": 5687.05, "im_clarity_max": 5687.05, "im_luma": { "jpg": 178.44 }, "im_luma_mean": 178.44, "im_luma_min": 178.44, "im_luma_max": 178.44, "im_saturation": { "jpg": 25.81 }, "im_saturation_mean": 25.81, "im_saturation_min": 25.81, "im_saturation_max": 25.81, "im_entropy": { "jpg": 7.24 }, "im_entropy_mean": 7.24, "im_entropy_min": 7.24, "im_entropy_max": 7.24, "unifilter_score_qwen2_5_1_5b": 1.6669921875, "unifilter_score_qwen3_0_6b": -0.2325439453125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999925, "language_detection_annotation_lingua_1_lan": "nl", "language_detection_annotation_lingua_1_score": 4.375706358563386e-15, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 2.5081866933426573e-15, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9217590689659119, "language_detection_annotation_nllb_1_lan": "it", "language_detection_annotation_nllb_1_score": 0.010635669343173504, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.004637481644749641, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.6355977654457092, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.6886318922042847, "text_quality_nvidia_domain_label": "Home_and_Garden", "text_quality_nvidia_domain_score": 0.8987936973571777, "text_quality_nvidia_edu_nemotron4_score": 0.462646484375, "text_quality_nvidia_edu_mixtral_score": 0.033721923828125, "text_quality_dclmbaseline_fasttext_score": 0.9944146871566772, "text_quality_dolma3_fasttext_score": 0.9998236298561096, "custom_fasttext_val_fasttext_score": 0.0001533031463623047, "custom_fasttext_core_fasttext_score": 1.2516975402832031e-05, "custom_fasttext_val_clean_fasttext_score": 0.0013808608055114746, "custom_fasttext_core_clean_fasttext_score": 0.0005719661712646484, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 4.0 }, "147": { "detoxify": 0, "length_chars": 131, "length_tokens": 1871, "length_tokens_text_only": 79, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7090301898994831, "iqa_live_min": 0.7090301898994831, "iqa_live_max": 0.7090301898994831, "iqa_csiq_mean": 0.847477376461029, "iqa_csiq_min": 0.847477376461029, "iqa_csiq_max": 0.847477376461029, "iqa_tid2013_mean": 0.4667797618442111, "iqa_tid2013_min": 0.4667797618442111, "iqa_tid2013_max": 0.4667797618442111, "iqa_kadid10k_mean": 0.4354248046875, "iqa_kadid10k_min": 0.4354248046875, "iqa_kadid10k_max": 0.4354248046875, "iqa_flive_mean": 0.676303131411774, "iqa_flive_min": 0.676303131411774, "iqa_flive_max": 0.676303131411774, "iqa_spaq_mean": 0.6499038850418245, "iqa_spaq_min": 0.6499038850418245, "iqa_spaq_max": 0.6499038850418245, "iqa_clive_mean": 0.626674497970427, "iqa_clive_min": 0.626674497970427, "iqa_clive_max": 0.626674497970427, "iqa_koniq10k_mean": 0.687274354876894, "iqa_koniq10k_min": 0.687274354876894, "iqa_koniq10k_max": 0.687274354876894, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9514169702670686 }, { "lang": "tl", "score": 0.012345899134096394 }, { "lang": "nl", "score": 0.007921059493861552 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.934015691280365 }, { "lang": "id", "score": 0.005561749450862408 }, { "lang": "ru", "score": 0.003357639769092202 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.7090301898994831, "iqa_v2_live_min": 0.7090301898994831, "iqa_v2_live_max": 0.7090301898994831, "iqa_v2_csiq_mean": 0.847477376461029, "iqa_v2_csiq_min": 0.847477376461029, "iqa_v2_csiq_max": 0.847477376461029, "iqa_v2_tid2013_mean": 0.4667933252122667, "iqa_v2_tid2013_min": 0.4667933252122667, "iqa_v2_tid2013_max": 0.4667933252122667, "iqa_v2_kadid10k_mean": 0.4354248046875, "iqa_v2_kadid10k_min": 0.4354248046875, "iqa_v2_kadid10k_max": 0.4354248046875, "iqa_v2_flive_mean": 0.676303131411774, "iqa_v2_flive_min": 0.676303131411774, "iqa_v2_flive_max": 0.676303131411774, "iqa_v2_spaq_mean": 0.6498249709004104, "iqa_v2_spaq_min": 0.6498249709004104, "iqa_v2_spaq_max": 0.6498249709004104, "iqa_v2_clive_mean": 0.626674497970427, "iqa_v2_clive_min": 0.626674497970427, "iqa_v2_clive_max": 0.626674497970427, "iqa_v2_koniq10k_mean": 0.687274354876894, "iqa_v2_koniq10k_min": 0.687274354876894, "iqa_v2_koniq10k_max": 0.687274354876894, "imdecont": { "jpg": 0.3167412281036377 }, "imdecont_image_match": { "jpg": 265940 }, "imdecont_max": 0.3167412281036377, "imdecont_mean": 0.3167412281036377, "imdecont_min": 0.3167412281036377, "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": -0.8095703125, "clip_score_dfn_public_prev_turn_only_mean": -0.8095703125, "clip_score_dfn_public_prev_turn_only_max": -0.8095703125, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.203125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.203125, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.203125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.6875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.6875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.6875, "clip_score_clip_vitl14_224_next_turn_only_min": 14.828125, "clip_score_clip_vitl14_224_next_turn_only_mean": 14.828125, "clip_score_clip_vitl14_224_next_turn_only_max": 14.828125, "clip_score_dfn_public_next_turn_only_min": 0.56494140625, "clip_score_dfn_public_next_turn_only_mean": 0.56494140625, "clip_score_dfn_public_next_turn_only_max": 0.56494140625, "clip_score_siglip2_b16_224_next_turn_only_min": -9.25, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.25, "clip_score_siglip2_b16_224_next_turn_only_max": -9.25, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.71875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.71875, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 15.5546875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 15.5546875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 15.5546875, "clip_score_dfn_public_prev_and_next_turn_min": -0.7314453125, "clip_score_dfn_public_prev_and_next_turn_mean": -0.7314453125, "clip_score_dfn_public_prev_and_next_turn_max": -0.7314453125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.421875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.421875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 17.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 17.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 17.578125, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 533 }, "im_width_mean": 533.0, "im_width_min": 533, "im_width_max": 533, "im_ar": { "jpg": 0.6663 }, "im_ar_mean": 0.6663, "im_ar_min": 0.6663, "im_ar_max": 0.6663, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2502.26 }, "im_clarity_mean": 2502.26, "im_clarity_min": 2502.26, "im_clarity_max": 2502.26, "im_luma": { "jpg": 148.25 }, "im_luma_mean": 148.25, "im_luma_min": 148.25, "im_luma_max": 148.25, "im_saturation": { "jpg": 28.08 }, "im_saturation_mean": 28.08, "im_saturation_min": 28.08, "im_saturation_max": 28.08, "im_entropy": { "jpg": 7.46 }, "im_entropy_mean": 7.46, "im_entropy_min": 7.46, "im_entropy_max": 7.46, "unifilter_score_qwen2_5_1_5b": 0.89013671875, "unifilter_score_qwen3_0_6b": -0.37841796875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9514169702670686, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.012345899134096394, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.007921059493861552, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.934015691280365, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.005561749450862408, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.003357639769092202, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.897931694984436, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.24439038336277008, "text_quality_nvidia_domain_label": "Adult", "text_quality_nvidia_domain_score": 0.8493365049362183, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.00011527538299560547, "text_quality_dolma3_fasttext_score": 0.0, "custom_fasttext_val_fasttext_score": 0.0003027915954589844, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0007955431938171387, "custom_fasttext_core_clean_fasttext_score": 3.3020973205566406e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 5.71875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 4.40625, "within_sample_repetition_detection": 3.0 }, "136": { "detoxify": 0, "length_chars": 152, "length_tokens": 3405, "length_tokens_text_only": 78, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7764228666671599, "iqa_live_min": 0.7764228666671599, "iqa_live_max": 0.7764228666671599, "iqa_csiq_mean": 0.955143392086029, "iqa_csiq_min": 0.955143392086029, "iqa_csiq_max": 0.955143392086029, "iqa_tid2013_mean": 0.6004603173997667, "iqa_tid2013_min": 0.6004603173997667, "iqa_tid2013_max": 0.6004603173997667, "iqa_kadid10k_mean": 0.700592041015625, "iqa_kadid10k_min": 0.700592041015625, "iqa_kadid10k_max": 0.700592041015625, "iqa_flive_mean": 0.687134097320865, "iqa_flive_min": 0.687134097320865, "iqa_flive_max": 0.687134097320865, "iqa_spaq_mean": 0.6629247183751579, "iqa_spaq_min": 0.6629247183751579, "iqa_spaq_max": 0.6629247183751579, "iqa_clive_mean": 0.6039472252431543, "iqa_clive_min": 0.6039472252431543, "iqa_clive_max": 0.6039472252431543, "iqa_koniq10k_mean": 0.6547617286142677, "iqa_koniq10k_min": 0.6547617286142677, "iqa_koniq10k_max": 0.6547617286142677, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9874267998380458 }, { "lang": "tl", "score": 0.007778148822831458 }, { "lang": "nl", "score": 0.001428352394817988 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9001368284225464 }, { "lang": "de", "score": 0.008390162140130997 }, { "lang": "ru", "score": 0.005506347399204969 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7764228666671599, "iqa_v2_live_min": 0.7764228666671599, "iqa_v2_live_max": 0.7764228666671599, "iqa_v2_csiq_mean": 0.955143392086029, "iqa_v2_csiq_min": 0.955143392086029, "iqa_v2_csiq_max": 0.955143392086029, "iqa_v2_tid2013_mean": 0.6004603173997667, "iqa_v2_tid2013_min": 0.6004603173997667, "iqa_v2_tid2013_max": 0.6004603173997667, "iqa_v2_kadid10k_mean": 0.700592041015625, "iqa_v2_kadid10k_min": 0.700592041015625, "iqa_v2_kadid10k_max": 0.700592041015625, "iqa_v2_flive_mean": 0.687134097320865, "iqa_v2_flive_min": 0.687134097320865, "iqa_v2_flive_max": 0.687134097320865, "iqa_v2_spaq_mean": 0.6629247183751579, "iqa_v2_spaq_min": 0.6629247183751579, "iqa_v2_spaq_max": 0.6629247183751579, "iqa_v2_clive_mean": 0.6039472252431543, "iqa_v2_clive_min": 0.6039472252431543, "iqa_v2_clive_max": 0.6039472252431543, "iqa_v2_koniq10k_mean": 0.6547617286142677, "iqa_v2_koniq10k_min": 0.6547617286142677, "iqa_v2_koniq10k_max": 0.6547617286142677, "imdecont": { "jpg": 0.34203028678894043 }, "imdecont_image_match": { "jpg": 262301 }, "imdecont_max": 0.34203028678894043, "imdecont_mean": 0.34203028678894043, "imdecont_min": 0.34203028678894043, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.5, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.5, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.5, "clip_score_dfn_public_prev_turn_only_min": 2.23828125, "clip_score_dfn_public_prev_turn_only_mean": 2.23828125, "clip_score_dfn_public_prev_turn_only_max": 2.23828125, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.78125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.78125, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.78125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.03125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.03125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.03125, "clip_score_clip_vitl14_224_next_turn_only_min": 18.21875, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.21875, "clip_score_clip_vitl14_224_next_turn_only_max": 18.21875, "clip_score_dfn_public_next_turn_only_min": 0.1846923828125, "clip_score_dfn_public_next_turn_only_mean": 0.1846923828125, "clip_score_dfn_public_next_turn_only_max": 0.1846923828125, "clip_score_siglip2_b16_224_next_turn_only_min": -5.578125, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.578125, "clip_score_siglip2_b16_224_next_turn_only_max": -5.578125, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.6875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.6875, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.828125, "clip_score_dfn_public_prev_and_next_turn_min": 1.8447265625, "clip_score_dfn_public_prev_and_next_turn_mean": 1.8447265625, "clip_score_dfn_public_prev_and_next_turn_max": 1.8447265625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.765625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.765625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.171875, "im_height": { "jpg": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.375 }, "im_ar_mean": 1.375, "im_ar_min": 1.375, "im_ar_max": 1.375, "im_kilobytes": { "jpg": 644.53 }, "im_kilobytes_mean": 644.53, "im_kilobytes_min": 644.53, "im_kilobytes_max": 644.53, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5092.12 }, "im_clarity_mean": 5092.12, "im_clarity_min": 5092.12, "im_clarity_max": 5092.12, "im_luma": { "jpg": 76.73 }, "im_luma_mean": 76.73, "im_luma_min": 76.73, "im_luma_max": 76.73, "im_saturation": { "jpg": 58.21 }, "im_saturation_mean": 58.21, "im_saturation_min": 58.21, "im_saturation_max": 58.21, "im_entropy": { "jpg": 6.34 }, "im_entropy_mean": 6.34, "im_entropy_min": 6.34, "im_entropy_max": 6.34, "unifilter_score_qwen2_5_1_5b": -2.904296875, "unifilter_score_qwen3_0_6b": -0.54345703125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9874267998380458, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.007778148822831458, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.001428352394817988, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9001368284225464, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.008390162140130997, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.005506347399204969, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8829696178436279, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.5652936100959778, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.7211554050445557, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.019012451171875, "text_quality_dclmbaseline_fasttext_score": 0.05144244432449341, "text_quality_dolma3_fasttext_score": 1.3232231140136719e-05, "custom_fasttext_val_fasttext_score": 0.00035381317138671875, "custom_fasttext_core_fasttext_score": 0.0001227855682373047, "custom_fasttext_val_clean_fasttext_score": 0.004503786563873291, "custom_fasttext_core_clean_fasttext_score": 0.00034618377685546875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 9.0 }, "151": { "detoxify": 1, "length_chars": 101, "length_tokens": 1863, "length_tokens_text_only": 71, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6695731191924124, "iqa_live_min": 0.6695731191924124, "iqa_live_max": 0.6695731191924124, "iqa_csiq_mean": 0.873112142086029, "iqa_csiq_min": 0.873112142086029, "iqa_csiq_max": 0.873112142086029, "iqa_tid2013_mean": 0.4991351763407389, "iqa_tid2013_min": 0.4991351763407389, "iqa_tid2013_max": 0.4991351763407389, "iqa_kadid10k_mean": 0.6218414306640625, "iqa_kadid10k_min": 0.6218414306640625, "iqa_kadid10k_max": 0.6218414306640625, "iqa_flive_mean": 0.6772698296440973, "iqa_flive_min": 0.6772698296440973, "iqa_flive_max": 0.6772698296440973, "iqa_spaq_mean": 0.5744225087791983, "iqa_spaq_min": 0.5744225087791983, "iqa_spaq_max": 0.5744225087791983, "iqa_clive_mean": 0.43017828584921486, "iqa_clive_min": 0.43017828584921486, "iqa_clive_max": 0.43017828584921486, "iqa_koniq10k_mean": 0.619408231793028, "iqa_koniq10k_min": 0.619408231793028, "iqa_koniq10k_max": 0.619408231793028, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9392889479695115 }, { "lang": "tl", "score": 0.014098623148238471 }, { "lang": "la", "score": 0.007319275455406761 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9533137679100037 }, { "lang": "hi", "score": 0.002607752801850438 }, { "lang": "km", "score": 0.002249570796266198 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6696520333338265, "iqa_v2_live_min": 0.6696520333338265, "iqa_v2_live_max": 0.6696520333338265, "iqa_v2_csiq_mean": 0.873112142086029, "iqa_v2_csiq_min": 0.873112142086029, "iqa_v2_csiq_max": 0.873112142086029, "iqa_v2_tid2013_mean": 0.4991351763407389, "iqa_v2_tid2013_min": 0.4991351763407389, "iqa_v2_tid2013_max": 0.4991351763407389, "iqa_v2_kadid10k_mean": 0.6218414306640625, "iqa_v2_kadid10k_min": 0.6218414306640625, "iqa_v2_kadid10k_max": 0.6218414306640625, "iqa_v2_flive_mean": 0.6772698296440973, "iqa_v2_flive_min": 0.6772698296440973, "iqa_v2_flive_max": 0.6772698296440973, "iqa_v2_spaq_mean": 0.5743830517084912, "iqa_v2_spaq_min": 0.5743830517084912, "iqa_v2_spaq_max": 0.5743830517084912, "iqa_v2_clive_mean": 0.43017828584921486, "iqa_v2_clive_min": 0.43017828584921486, "iqa_v2_clive_max": 0.43017828584921486, "iqa_v2_koniq10k_mean": 0.6195660600758562, "iqa_v2_koniq10k_min": 0.6195660600758562, "iqa_v2_koniq10k_max": 0.6195660600758562, "imdecont": { "jpg": 0.323886513710022 }, "imdecont_image_match": { "jpg": 265816 }, "imdecont_max": 0.323886513710022, "imdecont_mean": 0.323886513710022, "imdecont_min": 0.323886513710022, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.796875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.796875, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.796875, "clip_score_dfn_public_prev_turn_only_min": 3.392578125, "clip_score_dfn_public_prev_turn_only_mean": 3.392578125, "clip_score_dfn_public_prev_turn_only_max": 3.392578125, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.3125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.3125, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.3125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 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": 15.578125, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.578125, "clip_score_clip_vitl14_224_next_turn_only_max": 15.578125, "clip_score_dfn_public_next_turn_only_min": 1.32421875, "clip_score_dfn_public_next_turn_only_mean": 1.32421875, "clip_score_dfn_public_next_turn_only_max": 1.32421875, "clip_score_siglip2_b16_224_next_turn_only_min": -8.875, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.875, "clip_score_siglip2_b16_224_next_turn_only_max": -8.875, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.9453125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.9453125, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.9453125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.6875, "clip_score_dfn_public_prev_and_next_turn_min": 2.501953125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.501953125, "clip_score_dfn_public_prev_and_next_turn_max": 2.501953125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.390625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.390625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.390625, "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": 525 }, "im_height_mean": 525.0, "im_height_min": 525, "im_height_max": 525, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.5238 }, "im_ar_mean": 1.5238, "im_ar_min": 1.5238, "im_ar_max": 1.5238, "im_kilobytes": { "jpg": 1230.47 }, "im_kilobytes_mean": 1230.47, "im_kilobytes_min": 1230.47, "im_kilobytes_max": 1230.47, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 730.14 }, "im_clarity_mean": 730.14, "im_clarity_min": 730.14, "im_clarity_max": 730.14, "im_luma": { "jpg": 61.98 }, "im_luma_mean": 61.98, "im_luma_min": 61.98, "im_luma_max": 61.98, "im_saturation": { "jpg": 64.31 }, "im_saturation_mean": 64.31, "im_saturation_min": 64.31, "im_saturation_max": 64.31, "im_entropy": { "jpg": 6.34 }, "im_entropy_mean": 6.34, "im_entropy_min": 6.34, "im_entropy_max": 6.34, "unifilter_score_qwen2_5_1_5b": 0.1572265625, "unifilter_score_qwen3_0_6b": -0.2115478515625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9392889479695115, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.014098623148238471, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.007319275455406761, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9533137679100037, "language_detection_annotation_nllb_1_lan": "hi", "language_detection_annotation_nllb_1_score": 0.002607752801850438, "language_detection_annotation_nllb_2_lan": "km", "language_detection_annotation_nllb_2_score": 0.002249570796266198, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.6874848008155823, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.404180109500885, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9938380122184753, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9998475313186646, "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": 2.47955322265625e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.5625, "within_sample_repetition_detection": 9.0 }, "129": { "detoxify": 0, "length_chars": 126, "length_tokens": 1869, "length_tokens_text_only": 77, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7865238767681699, "iqa_live_min": 0.7865238767681699, "iqa_live_max": 0.7865238767681699, "iqa_csiq_mean": 0.912907063961029, "iqa_csiq_min": 0.912907063961029, "iqa_csiq_max": 0.912907063961029, "iqa_tid2013_mean": 0.6025762028164333, "iqa_tid2013_min": 0.6025762028164333, "iqa_tid2013_max": 0.6025762028164333, "iqa_kadid10k_mean": 0.73974609375, "iqa_kadid10k_min": 0.73974609375, "iqa_kadid10k_max": 0.73974609375, "iqa_flive_mean": 0.7322729862097539, "iqa_flive_min": 0.7322729862097539, "iqa_flive_max": 0.7322729862097539, "iqa_spaq_mean": 0.6649764860519256, "iqa_spaq_min": 0.6649764860519256, "iqa_spaq_max": 0.6649764860519256, "iqa_clive_mean": 0.6807306463068182, "iqa_clive_min": 0.6807306463068182, "iqa_clive_max": 0.6807306463068182, "iqa_koniq10k_mean": 0.7355698094223485, "iqa_koniq10k_min": 0.7355698094223485, "iqa_koniq10k_max": 0.7355698094223485, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9106035542648071 }, { "lang": "nb", "score": 0.01846687786590054 }, { "lang": "nn", "score": 0.011514051510551248 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9313866496086121 }, { "lang": "de", "score": 0.005616538226604462 }, { "lang": "id", "score": 0.005391586106270552 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7865238767681699, "iqa_v2_live_min": 0.7865238767681699, "iqa_v2_live_max": 0.7865238767681699, "iqa_v2_csiq_mean": 0.912907063961029, "iqa_v2_csiq_min": 0.912907063961029, "iqa_v2_csiq_max": 0.912907063961029, "iqa_v2_tid2013_mean": 0.6025762028164333, "iqa_v2_tid2013_min": 0.6025762028164333, "iqa_v2_tid2013_max": 0.6025762028164333, "iqa_v2_kadid10k_mean": 0.73974609375, "iqa_v2_kadid10k_min": 0.73974609375, "iqa_v2_kadid10k_max": 0.73974609375, "iqa_v2_flive_mean": 0.7322729862097539, "iqa_v2_flive_min": 0.7322729862097539, "iqa_v2_flive_max": 0.7322729862097539, "iqa_v2_spaq_mean": 0.6648186577690973, "iqa_v2_spaq_min": 0.6648186577690973, "iqa_v2_spaq_max": 0.6648186577690973, "iqa_v2_clive_mean": 0.6807306463068182, "iqa_v2_clive_min": 0.6807306463068182, "iqa_v2_clive_max": 0.6807306463068182, "iqa_v2_koniq10k_mean": 0.7352541528566919, "iqa_v2_koniq10k_min": 0.7352541528566919, "iqa_v2_koniq10k_max": 0.7352541528566919, "imdecont": { "jpg": 0.3057999610900879 }, "imdecont_image_match": { "jpg": 218597 }, "imdecont_max": 0.3057999610900879, "imdecont_mean": 0.3057999610900879, "imdecont_min": 0.3057999610900879, "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": 1.529296875, "clip_score_dfn_public_prev_turn_only_mean": 1.529296875, "clip_score_dfn_public_prev_turn_only_max": 1.529296875, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.40625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.40625, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.40625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 13.8046875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 13.8046875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 13.8046875, "clip_score_clip_vitl14_224_next_turn_only_min": 13.28125, "clip_score_clip_vitl14_224_next_turn_only_mean": 13.28125, "clip_score_clip_vitl14_224_next_turn_only_max": 13.28125, "clip_score_dfn_public_next_turn_only_min": 1.443359375, "clip_score_dfn_public_next_turn_only_mean": 1.443359375, "clip_score_dfn_public_next_turn_only_max": 1.443359375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.265625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.265625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.265625, "clip_score_longclip_vitl14_224_next_turn_only_min": 12.1015625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 12.1015625, "clip_score_longclip_vitl14_224_next_turn_only_max": 12.1015625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 15.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 15.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 15.796875, "clip_score_dfn_public_prev_and_next_turn_min": 1.341796875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.341796875, "clip_score_dfn_public_prev_and_next_turn_max": 1.341796875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.5, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.5, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.5, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 13.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 13.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 13.609375, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 534 }, "im_width_mean": 534.0, "im_width_min": 534, "im_width_max": 534, "im_ar": { "jpg": 0.6675 }, "im_ar_mean": 0.6675, "im_ar_min": 0.6675, "im_ar_max": 0.6675, "im_kilobytes": { "jpg": 1251.56 }, "im_kilobytes_mean": 1251.56, "im_kilobytes_min": 1251.56, "im_kilobytes_max": 1251.56, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1387.32 }, "im_clarity_mean": 1387.32, "im_clarity_min": 1387.32, "im_clarity_max": 1387.32, "im_luma": { "jpg": 136.73 }, "im_luma_mean": 136.73, "im_luma_min": 136.73, "im_luma_max": 136.73, "im_saturation": { "jpg": 101.91 }, "im_saturation_mean": 101.91, "im_saturation_min": 101.91, "im_saturation_max": 101.91, "im_entropy": { "jpg": 7.36 }, "im_entropy_mean": 7.36, "im_entropy_min": 7.36, "im_entropy_max": 7.36, "unifilter_score_qwen2_5_1_5b": -2.728515625, "unifilter_score_qwen3_0_6b": -1.4326171875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9106035542648071, "language_detection_annotation_lingua_1_lan": "nb", "language_detection_annotation_lingua_1_score": 0.01846687786590054, "language_detection_annotation_lingua_2_lan": "nn", "language_detection_annotation_lingua_2_score": 0.011514051510551248, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9313866496086121, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.005616538226604462, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.005391586106270552, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8550320267677307, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.25445282459259033, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.9040583968162537, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.0697934627532959, "text_quality_dolma3_fasttext_score": 0.15658849477767944, "custom_fasttext_val_fasttext_score": 6.318092346191406e-05, "custom_fasttext_core_fasttext_score": 2.9802322387695312e-06, "custom_fasttext_val_clean_fasttext_score": 7.843971252441406e-05, "custom_fasttext_core_clean_fasttext_score": 2.1696090698242188e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.0625, "within_sample_repetition_detection": 0.0 }, "158": { "detoxify": 1, "length_chars": 137, "length_tokens": 1868, "length_tokens_text_only": 76, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7473824626267558, "iqa_live_min": 0.7473824626267558, "iqa_live_max": 0.7473824626267558, "iqa_csiq_mean": 0.928776204586029, "iqa_csiq_min": 0.928776204586029, "iqa_csiq_max": 0.928776204586029, "iqa_tid2013_mean": 0.5896096229553223, "iqa_tid2013_min": 0.5896096229553223, "iqa_tid2013_max": 0.5896096229553223, "iqa_kadid10k_mean": 0.6560745239257812, "iqa_kadid10k_min": 0.6560745239257812, "iqa_kadid10k_max": 0.6560745239257812, "iqa_flive_mean": 0.6924213447956125, "iqa_flive_min": 0.6924213447956125, "iqa_flive_max": 0.6924213447956125, "iqa_spaq_mean": 0.5840894911024306, "iqa_spaq_min": 0.5840894911024306, "iqa_spaq_max": 0.5840894911024306, "iqa_clive_mean": 0.5440513919098209, "iqa_clive_min": 0.5440513919098209, "iqa_clive_max": 0.5440513919098209, "iqa_koniq10k_mean": 0.6730698094223485, "iqa_koniq10k_min": 0.6730698094223485, "iqa_koniq10k_max": 0.6730698094223485, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9407544941472732 }, { "lang": "tl", "score": 0.017004831978140223 }, { "lang": "fr", "score": 0.014853811900178029 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9114388227462769 }, { "lang": "pt", "score": 0.006994943134486675 }, { "lang": "it", "score": 0.005865077488124371 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7473824626267558, "iqa_v2_live_min": 0.7473824626267558, "iqa_v2_live_max": 0.7473824626267558, "iqa_v2_csiq_mean": 0.928776204586029, "iqa_v2_csiq_min": 0.928776204586029, "iqa_v2_csiq_max": 0.928776204586029, "iqa_v2_tid2013_mean": 0.5896096229553223, "iqa_v2_tid2013_min": 0.5896096229553223, "iqa_v2_tid2013_max": 0.5896096229553223, "iqa_v2_kadid10k_mean": 0.6560745239257812, "iqa_v2_kadid10k_min": 0.6560745239257812, "iqa_v2_kadid10k_max": 0.6560745239257812, "iqa_v2_flive_mean": 0.6924213447956125, "iqa_v2_flive_min": 0.6924213447956125, "iqa_v2_flive_max": 0.6924213447956125, "iqa_v2_spaq_mean": 0.5840894911024306, "iqa_v2_spaq_min": 0.5840894911024306, "iqa_v2_spaq_max": 0.5840894911024306, "iqa_v2_clive_mean": 0.5440513919098209, "iqa_v2_clive_min": 0.5440513919098209, "iqa_v2_clive_max": 0.5440513919098209, "iqa_v2_koniq10k_mean": 0.6730698094223485, "iqa_v2_koniq10k_min": 0.6730698094223485, "iqa_v2_koniq10k_max": 0.6730698094223485, "imdecont": { "jpg": 0.3118831515312195 }, "imdecont_image_match": { "jpg": 265940 }, "imdecont_max": 0.3118831515312195, "imdecont_mean": 0.3118831515312195, "imdecont_min": 0.3118831515312195, "clip_score_clip_vitl14_224_prev_turn_only_min": 31.078125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 31.078125, "clip_score_clip_vitl14_224_prev_turn_only_max": 31.078125, "clip_score_dfn_public_prev_turn_only_min": 2.322265625, "clip_score_dfn_public_prev_turn_only_mean": 2.322265625, "clip_score_dfn_public_prev_turn_only_max": 2.322265625, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.046875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.046875, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.046875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.21875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.21875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.21875, "clip_score_clip_vitl14_224_next_turn_only_min": 17.953125, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.953125, "clip_score_clip_vitl14_224_next_turn_only_max": 17.953125, "clip_score_dfn_public_next_turn_only_min": -0.1512451171875, "clip_score_dfn_public_next_turn_only_mean": -0.1512451171875, "clip_score_dfn_public_next_turn_only_max": -0.1512451171875, "clip_score_siglip2_b16_224_next_turn_only_min": -9.875, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.875, "clip_score_siglip2_b16_224_next_turn_only_max": -9.875, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.4375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.4375, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 31.546875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 31.546875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 31.546875, "clip_score_dfn_public_prev_and_next_turn_min": 2.484375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.484375, "clip_score_dfn_public_prev_and_next_turn_max": 2.484375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 5.078125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 5.078125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 5.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.9375, "im_height": { "jpg": 567 }, "im_height_mean": 567.0, "im_height_min": 567, "im_height_max": 567, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.455 }, "im_ar_mean": 1.455, "im_ar_min": 1.455, "im_ar_max": 1.455, "im_kilobytes": { "jpg": 1370.43 }, "im_kilobytes_mean": 1370.43, "im_kilobytes_min": 1370.43, "im_kilobytes_max": 1370.43, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1391.83 }, "im_clarity_mean": 1391.83, "im_clarity_min": 1391.83, "im_clarity_max": 1391.83, "im_luma": { "jpg": 92.38 }, "im_luma_mean": 92.38, "im_luma_min": 92.38, "im_luma_max": 92.38, "im_saturation": { "jpg": 79.01 }, "im_saturation_mean": 79.01, "im_saturation_min": 79.01, "im_saturation_max": 79.01, "im_entropy": { "jpg": 7.39 }, "im_entropy_mean": 7.39, "im_entropy_min": 7.39, "im_entropy_max": 7.39, "unifilter_score_qwen2_5_1_5b": -2.0859375, "unifilter_score_qwen3_0_6b": -2.185546875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9407544941472732, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.017004831978140223, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 0.014853811900178029, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9114388227462769, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.006994943134486675, "language_detection_annotation_nllb_2_lan": "it", "language_detection_annotation_nllb_2_score": 0.005865077488124371, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.3573695421218872, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5969418883323669, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.5135273933410645, "text_quality_nvidia_edu_nemotron4_score": 0.9189453125, "text_quality_nvidia_edu_mixtral_score": 0.32177734375, "text_quality_dclmbaseline_fasttext_score": 0.9952150583267212, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 5.078315734863281e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00019365549087524414, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.15625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.03125, "within_sample_repetition_detection": 4.0 }, "150": { "detoxify": 1, "length_chars": 120, "length_tokens": 1861, "length_tokens_text_only": 69, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6957726141419074, "iqa_live_min": 0.6957726141419074, "iqa_live_max": 0.6957726141419074, "iqa_csiq_mean": 0.860416829586029, "iqa_csiq_min": 0.860416829586029, "iqa_csiq_max": 0.860416829586029, "iqa_tid2013_mean": 0.46658987469143337, "iqa_tid2013_min": 0.46658987469143337, "iqa_tid2013_max": 0.46658987469143337, "iqa_kadid10k_mean": 0.3626708984375, "iqa_kadid10k_min": 0.3626708984375, "iqa_kadid10k_max": 0.3626708984375, "iqa_flive_mean": 0.6985371907552084, "iqa_flive_min": 0.6985371907552084, "iqa_flive_max": 0.6985371907552084, "iqa_spaq_mean": 0.5772239607994003, "iqa_spaq_min": 0.5772239607994003, "iqa_spaq_max": 0.5772239607994003, "iqa_clive_mean": 0.5421574525158815, "iqa_clive_min": 0.5421574525158815, "iqa_clive_max": 0.5421574525158815, "iqa_koniq10k_mean": 0.6377162740688131, "iqa_koniq10k_min": 0.6377162740688131, "iqa_koniq10k_max": 0.6377162740688131, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9678225004044915 }, { "lang": "tl", "score": 0.008867335294301976 }, { "lang": "la", "score": 0.004575982850012424 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8064075708389282 }, { "lang": "fr", "score": 0.008861122652888298 }, { "lang": "id", "score": 0.008571336045861244 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6957726141419074, "iqa_v2_live_min": 0.6957726141419074, "iqa_v2_live_max": 0.6957726141419074, "iqa_v2_csiq_mean": 0.860416829586029, "iqa_v2_csiq_min": 0.860416829586029, "iqa_v2_csiq_max": 0.860416829586029, "iqa_v2_tid2013_mean": 0.46658987469143337, "iqa_v2_tid2013_min": 0.46658987469143337, "iqa_v2_tid2013_max": 0.46658987469143337, "iqa_v2_kadid10k_mean": 0.3626708984375, "iqa_v2_kadid10k_min": 0.3626708984375, "iqa_v2_kadid10k_max": 0.3626708984375, "iqa_v2_flive_mean": 0.6985371907552084, "iqa_v2_flive_min": 0.6985371907552084, "iqa_v2_flive_max": 0.6985371907552084, "iqa_v2_spaq_mean": 0.5772239607994003, "iqa_v2_spaq_min": 0.5772239607994003, "iqa_v2_spaq_max": 0.5772239607994003, "iqa_v2_clive_mean": 0.5421969095865886, "iqa_v2_clive_min": 0.5421969095865886, "iqa_v2_clive_max": 0.5421969095865886, "iqa_v2_koniq10k_mean": 0.6377162740688131, "iqa_v2_koniq10k_min": 0.6377162740688131, "iqa_v2_koniq10k_max": 0.6377162740688131, "imdecont": { "jpg": 0.23170936107635498 }, "imdecont_image_match": { "jpg": 180263 }, "imdecont_max": 0.23170936107635498, "imdecont_mean": 0.23170936107635498, "imdecont_min": 0.23170936107635498, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.6875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.6875, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.6875, "clip_score_dfn_public_prev_turn_only_min": 3.34765625, "clip_score_dfn_public_prev_turn_only_mean": 3.34765625, "clip_score_dfn_public_prev_turn_only_max": 3.34765625, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.234375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.234375, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.234375, "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": 14.6875, "clip_score_clip_vitl14_224_next_turn_only_mean": 14.6875, "clip_score_clip_vitl14_224_next_turn_only_max": 14.6875, "clip_score_dfn_public_next_turn_only_min": 0.78955078125, "clip_score_dfn_public_next_turn_only_mean": 0.78955078125, "clip_score_dfn_public_next_turn_only_max": 0.78955078125, "clip_score_siglip2_b16_224_next_turn_only_min": -9.4375, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.4375, "clip_score_siglip2_b16_224_next_turn_only_max": -9.4375, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.7421875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.7421875, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.7421875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.484375, "clip_score_dfn_public_prev_and_next_turn_min": 3.296875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.296875, "clip_score_dfn_public_prev_and_next_turn_max": 3.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.34375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.34375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 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": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1335.21 }, "im_clarity_mean": 1335.21, "im_clarity_min": 1335.21, "im_clarity_max": 1335.21, "im_luma": { "jpg": 162.68 }, "im_luma_mean": 162.68, "im_luma_min": 162.68, "im_luma_max": 162.68, "im_saturation": { "jpg": 23.57 }, "im_saturation_mean": 23.57, "im_saturation_min": 23.57, "im_saturation_max": 23.57, "im_entropy": { "jpg": 7.31 }, "im_entropy_mean": 7.31, "im_entropy_min": 7.31, "im_entropy_max": 7.31, "unifilter_score_qwen2_5_1_5b": -0.66455078125, "unifilter_score_qwen3_0_6b": 0.09210205078125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9678225004044915, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.008867335294301976, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.004575982850012424, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8064075708389282, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.008861122652888298, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.008571336045861244, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.7600647807121277, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.47784364223480225, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9910655617713928, "text_quality_nvidia_edu_nemotron4_score": 0.0289154052734375, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.8853183388710022, "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": 8.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.8125, "within_sample_repetition_detection": 10.0 }, "156": { "detoxify": 0, "length_chars": 106, "length_tokens": 1862, "length_tokens_text_only": 71, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7244973616166548, "iqa_live_min": 0.7244973616166548, "iqa_live_max": 0.7244973616166548, "iqa_csiq_mean": 0.770817220211029, "iqa_csiq_min": 0.770817220211029, "iqa_csiq_max": 0.770817220211029, "iqa_tid2013_mean": 0.5564607514275445, "iqa_tid2013_min": 0.5564607514275445, "iqa_tid2013_max": 0.5564607514275445, "iqa_kadid10k_mean": 0.597412109375, "iqa_kadid10k_min": 0.597412109375, "iqa_kadid10k_max": 0.597412109375, "iqa_flive_mean": 0.6877654104521781, "iqa_flive_min": 0.6877654104521781, "iqa_flive_max": 0.6877654104521781, "iqa_spaq_mean": 0.5769872183751579, "iqa_spaq_min": 0.5769872183751579, "iqa_spaq_max": 0.5769872183751579, "iqa_clive_mean": 0.5383301166572957, "iqa_clive_min": 0.5383301166572957, "iqa_clive_max": 0.5383301166572957, "iqa_koniq10k_mean": 0.6020471206819169, "iqa_koniq10k_min": 0.6020471206819169, "iqa_koniq10k_max": 0.6020471206819169, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9840150340645214 }, { "lang": "tl", "score": 0.004132542719232276 }, { "lang": "nb", "score": 0.0032505837772466976 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8606916666030884 }, { "lang": "id", "score": 0.00995391421020031 }, { "lang": "de", "score": 0.006554808001965284 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7244973616166548, "iqa_v2_live_min": 0.7244973616166548, "iqa_v2_live_max": 0.7244973616166548, "iqa_v2_csiq_mean": 0.770817220211029, "iqa_v2_csiq_min": 0.770817220211029, "iqa_v2_csiq_max": 0.770817220211029, "iqa_v2_tid2013_mean": 0.5564607514275445, "iqa_v2_tid2013_min": 0.5564607514275445, "iqa_v2_tid2013_max": 0.5564607514275445, "iqa_v2_kadid10k_mean": 0.597412109375, "iqa_v2_kadid10k_min": 0.597412109375, "iqa_v2_kadid10k_max": 0.597412109375, "iqa_v2_flive_mean": 0.6877654104521781, "iqa_v2_flive_min": 0.6877654104521781, "iqa_v2_flive_max": 0.6877654104521781, "iqa_v2_spaq_mean": 0.5769872183751579, "iqa_v2_spaq_min": 0.5769872183751579, "iqa_v2_spaq_max": 0.5769872183751579, "iqa_v2_clive_mean": 0.5383301166572957, "iqa_v2_clive_min": 0.5383301166572957, "iqa_v2_clive_max": 0.5383301166572957, "iqa_v2_koniq10k_mean": 0.6020471206819169, "iqa_v2_koniq10k_min": 0.6020471206819169, "iqa_v2_koniq10k_max": 0.6020471206819169, "imdecont": { "jpg": 0.26088881492614746 }, "imdecont_image_match": { "jpg": 265898 }, "imdecont_max": 0.26088881492614746, "imdecont_mean": 0.26088881492614746, "imdecont_min": 0.26088881492614746, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.125, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.125, "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": -0.65625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.65625, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.65625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.625, "clip_score_clip_vitl14_224_next_turn_only_min": 18.53125, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.53125, "clip_score_clip_vitl14_224_next_turn_only_max": 18.53125, "clip_score_dfn_public_next_turn_only_min": -0.087890625, "clip_score_dfn_public_next_turn_only_mean": -0.087890625, "clip_score_dfn_public_next_turn_only_max": -0.087890625, "clip_score_siglip2_b16_224_next_turn_only_min": -8.0546875, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.0546875, "clip_score_siglip2_b16_224_next_turn_only_max": -8.0546875, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.34375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.34375, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.34375, "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": 3.009765625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.009765625, "clip_score_dfn_public_prev_and_next_turn_max": 3.009765625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.625, "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": 368 }, "im_height_mean": 368.0, "im_height_min": 368, "im_height_max": 368, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.4946 }, "im_ar_mean": 1.4946, "im_ar_min": 1.4946, "im_ar_max": 1.4946, "im_kilobytes": { "jpg": 592.97 }, "im_kilobytes_mean": 592.97, "im_kilobytes_min": 592.97, "im_kilobytes_max": 592.97, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2659.86 }, "im_clarity_mean": 2659.86, "im_clarity_min": 2659.86, "im_clarity_max": 2659.86, "im_luma": { "jpg": 83.44 }, "im_luma_mean": 83.44, "im_luma_min": 83.44, "im_luma_max": 83.44, "im_saturation": { "jpg": 92.13 }, "im_saturation_mean": 92.13, "im_saturation_min": 92.13, "im_saturation_max": 92.13, "im_entropy": { "jpg": 7.45 }, "im_entropy_mean": 7.45, "im_entropy_min": 7.45, "im_entropy_max": 7.45, "unifilter_score_qwen2_5_1_5b": 0.2208251953125, "unifilter_score_qwen3_0_6b": 1.0419921875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9840150340645214, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.004132542719232276, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 0.0032505837772466976, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8606916666030884, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.00995391421020031, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.006554808001965284, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8579424619674683, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.34608346223831177, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9991434812545776, "text_quality_nvidia_edu_nemotron4_score": 0.16357421875, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9977535009384155, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 1.2993812561035156e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 1.7881393432617188e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 10.0 }, "163": { "detoxify": 1, "length_chars": 92, "length_tokens": 1857, "length_tokens_text_only": 65, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7057157959600892, "iqa_live_min": 0.7057157959600892, "iqa_live_max": 0.7057157959600892, "iqa_csiq_mean": 0.744450032711029, "iqa_csiq_min": 0.744450032711029, "iqa_csiq_max": 0.744450032711029, "iqa_tid2013_mean": 0.5530970361497667, "iqa_tid2013_min": 0.5530970361497667, "iqa_tid2013_max": 0.5530970361497667, "iqa_kadid10k_mean": 0.60870361328125, "iqa_kadid10k_min": 0.60870361328125, "iqa_kadid10k_max": 0.60870361328125, "iqa_flive_mean": 0.6889096655026832, "iqa_flive_min": 0.6889096655026832, "iqa_flive_max": 0.6889096655026832, "iqa_spaq_mean": 0.5492488976680872, "iqa_spaq_min": 0.5492488976680872, "iqa_spaq_max": 0.5492488976680872, "iqa_clive_mean": 0.5400267706976997, "iqa_clive_min": 0.5400267706976997, "iqa_clive_max": 0.5400267706976997, "iqa_koniq10k_mean": 0.5712706055304018, "iqa_koniq10k_min": 0.5712706055304018, "iqa_koniq10k_max": 0.5712706055304018, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.958709722160847 }, { "lang": "tl", "score": 0.013473554220934965 }, { "lang": "nb", "score": 0.004275235868186483 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9029309749603271 }, { "lang": "de", "score": 0.009303249418735504 }, { "lang": "nl", "score": 0.006156912073493004 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7057157959600892, "iqa_v2_live_min": 0.7057157959600892, "iqa_v2_live_max": 0.7057157959600892, "iqa_v2_csiq_mean": 0.744450032711029, "iqa_v2_csiq_min": 0.744450032711029, "iqa_v2_csiq_max": 0.744450032711029, "iqa_v2_tid2013_mean": 0.5530970361497667, "iqa_v2_tid2013_min": 0.5530970361497667, "iqa_v2_tid2013_max": 0.5530970361497667, "iqa_v2_kadid10k_mean": 0.60870361328125, "iqa_v2_kadid10k_min": 0.60870361328125, "iqa_v2_kadid10k_max": 0.60870361328125, "iqa_v2_flive_mean": 0.6889096655026832, "iqa_v2_flive_min": 0.6889096655026832, "iqa_v2_flive_max": 0.6889096655026832, "iqa_v2_spaq_mean": 0.5492488976680872, "iqa_v2_spaq_min": 0.5492488976680872, "iqa_v2_spaq_max": 0.5492488976680872, "iqa_v2_clive_mean": 0.5400267706976997, "iqa_v2_clive_min": 0.5400267706976997, "iqa_v2_clive_max": 0.5400267706976997, "iqa_v2_koniq10k_mean": 0.5712706055304018, "iqa_v2_koniq10k_min": 0.5712706055304018, "iqa_v2_koniq10k_max": 0.5712706055304018, "imdecont": { "jpg": 0.31403934955596924 }, "imdecont_image_match": { "jpg": 265999 }, "imdecont_max": 0.31403934955596924, "imdecont_mean": 0.31403934955596924, "imdecont_min": 0.31403934955596924, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.75, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.75, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.75, "clip_score_dfn_public_prev_turn_only_min": 3.029296875, "clip_score_dfn_public_prev_turn_only_mean": 3.029296875, "clip_score_dfn_public_prev_turn_only_max": 3.029296875, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.0625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.0625, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.0625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.4375, "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": 17.765625, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.765625, "clip_score_clip_vitl14_224_next_turn_only_max": 17.765625, "clip_score_dfn_public_next_turn_only_min": 1.4453125, "clip_score_dfn_public_next_turn_only_mean": 1.4453125, "clip_score_dfn_public_next_turn_only_max": 1.4453125, "clip_score_siglip2_b16_224_next_turn_only_min": -10.6171875, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.6171875, "clip_score_siglip2_b16_224_next_turn_only_max": -10.6171875, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.3828125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.3828125, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.3828125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.515625, "clip_score_dfn_public_prev_and_next_turn_min": 3.033203125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.033203125, "clip_score_dfn_public_prev_and_next_turn_max": 3.033203125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.265625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.265625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.21875, "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": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 282 }, "im_width_mean": 282.0, "im_width_min": 282, "im_width_max": 282, "im_ar": { "jpg": 0.705 }, "im_ar_mean": 0.705, "im_ar_min": 0.705, "im_ar_max": 0.705, "im_kilobytes": { "jpg": 330.47 }, "im_kilobytes_mean": 330.47, "im_kilobytes_min": 330.47, "im_kilobytes_max": 330.47, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1624.6 }, "im_clarity_mean": 1624.6, "im_clarity_min": 1624.6, "im_clarity_max": 1624.6, "im_luma": { "jpg": 83.21 }, "im_luma_mean": 83.21, "im_luma_min": 83.21, "im_luma_max": 83.21, "im_saturation": { "jpg": 97.51 }, "im_saturation_mean": 97.51, "im_saturation_min": 97.51, "im_saturation_max": 97.51, "im_entropy": { "jpg": 7.07 }, "im_entropy_mean": 7.07, "im_entropy_min": 7.07, "im_entropy_max": 7.07, "unifilter_score_qwen2_5_1_5b": -0.87744140625, "unifilter_score_qwen3_0_6b": 1.7333984375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.958709722160847, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.013473554220934965, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 0.004275235868186483, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9029309749603271, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.009303249418735504, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.006156912073493004, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7801943421363831, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.27127805352211, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9384771585464478, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.008365452289581299, "text_quality_dolma3_fasttext_score": 1.0848045349121094e-05, "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": 10.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.4375, "within_sample_repetition_detection": 4.0 }, "154": { "detoxify": 0, "length_chars": 135, "length_tokens": 1866, "length_tokens_text_only": 74, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7536955939398872, "iqa_live_min": 0.7536955939398872, "iqa_live_max": 0.7536955939398872, "iqa_csiq_mean": 0.889469563961029, "iqa_csiq_min": 0.889469563961029, "iqa_csiq_max": 0.889469563961029, "iqa_tid2013_mean": 0.5628626611497667, "iqa_tid2013_min": 0.5628626611497667, "iqa_tid2013_max": 0.5628626611497667, "iqa_kadid10k_mean": 0.675140380859375, "iqa_kadid10k_min": 0.675140380859375, "iqa_kadid10k_max": 0.675140380859375, "iqa_flive_mean": 0.7032720392400569, "iqa_flive_min": 0.7032720392400569, "iqa_flive_max": 0.7032720392400569, "iqa_spaq_mean": 0.5935591880721276, "iqa_spaq_min": 0.5935591880721276, "iqa_spaq_max": 0.5935591880721276, "iqa_clive_mean": 0.5632275282734572, "iqa_clive_min": 0.5632275282734572, "iqa_clive_max": 0.5632275282734572, "iqa_koniq10k_mean": 0.6569713245738636, "iqa_koniq10k_min": 0.6569713245738636, "iqa_koniq10k_max": 0.6569713245738636, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9711348413048122 }, { "lang": "nl", "score": 0.00737885648466687 }, { "lang": "tl", "score": 0.005761211622887609 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8962432742118835 }, { "lang": "fr", "score": 0.008136313408613205 }, { "lang": "nl", "score": 0.0069909049198031425 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7536955939398872, "iqa_v2_live_min": 0.7536955939398872, "iqa_v2_live_max": 0.7536955939398872, "iqa_v2_csiq_mean": 0.889469563961029, "iqa_v2_csiq_min": 0.889469563961029, "iqa_v2_csiq_max": 0.889469563961029, "iqa_v2_tid2013_mean": 0.5628626611497667, "iqa_v2_tid2013_min": 0.5628626611497667, "iqa_v2_tid2013_max": 0.5628626611497667, "iqa_v2_kadid10k_mean": 0.6751708984375, "iqa_v2_kadid10k_min": 0.6751708984375, "iqa_v2_kadid10k_max": 0.6751708984375, "iqa_v2_flive_mean": 0.7032720392400569, "iqa_v2_flive_min": 0.7032720392400569, "iqa_v2_flive_max": 0.7032720392400569, "iqa_v2_spaq_mean": 0.5935591880721276, "iqa_v2_spaq_min": 0.5935591880721276, "iqa_v2_spaq_max": 0.5935591880721276, "iqa_v2_clive_mean": 0.5632275282734572, "iqa_v2_clive_min": 0.5632275282734572, "iqa_v2_clive_max": 0.5632275282734572, "iqa_v2_koniq10k_mean": 0.6572869811395202, "iqa_v2_koniq10k_min": 0.6572869811395202, "iqa_v2_koniq10k_max": 0.6572869811395202, "imdecont": { "jpg": 0.32006704807281494 }, "imdecont_image_match": { "jpg": 265874 }, "imdecont_max": 0.32006704807281494, "imdecont_mean": 0.32006704807281494, "imdecont_min": 0.32006704807281494, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.125, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.125, "clip_score_dfn_public_prev_turn_only_min": 2.921875, "clip_score_dfn_public_prev_turn_only_mean": 2.921875, "clip_score_dfn_public_prev_turn_only_max": 2.921875, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.578125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.578125, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.578125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.765625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.765625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.765625, "clip_score_clip_vitl14_224_next_turn_only_min": 18.15625, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.15625, "clip_score_clip_vitl14_224_next_turn_only_max": 18.15625, "clip_score_dfn_public_next_turn_only_min": 1.2607421875, "clip_score_dfn_public_next_turn_only_mean": 1.2607421875, "clip_score_dfn_public_next_turn_only_max": 1.2607421875, "clip_score_siglip2_b16_224_next_turn_only_min": -10.640625, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.640625, "clip_score_siglip2_b16_224_next_turn_only_max": -10.640625, "clip_score_longclip_vitl14_224_next_turn_only_min": 18.1875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 18.1875, "clip_score_longclip_vitl14_224_next_turn_only_max": 18.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.390625, "clip_score_dfn_public_prev_and_next_turn_min": 2.685546875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.685546875, "clip_score_dfn_public_prev_and_next_turn_max": 2.685546875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.90625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.90625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 28.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.078125, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2943.64 }, "im_clarity_mean": 2943.64, "im_clarity_min": 2943.64, "im_clarity_max": 2943.64, "im_luma": { "jpg": 53.83 }, "im_luma_mean": 53.83, "im_luma_min": 53.83, "im_luma_max": 53.83, "im_saturation": { "jpg": 72.65 }, "im_saturation_mean": 72.65, "im_saturation_min": 72.65, "im_saturation_max": 72.65, "im_entropy": { "jpg": 6.21 }, "im_entropy_mean": 6.21, "im_entropy_min": 6.21, "im_entropy_max": 6.21, "unifilter_score_qwen2_5_1_5b": -0.7744140625, "unifilter_score_qwen3_0_6b": -1.734375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9711348413048122, "language_detection_annotation_lingua_1_lan": "nl", "language_detection_annotation_lingua_1_score": 0.00737885648466687, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.005761211622887609, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8962432742118835, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.008136313408613205, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.0069909049198031425, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.9000739455223083, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.5057980418205261, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.9959510564804077, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9997797608375549, "text_quality_dolma3_fasttext_score": 0.9965970516204834, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 2.014636993408203e-05, "custom_fasttext_core_clean_fasttext_score": 1.0251998901367188e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.6875, "within_sample_repetition_detection": 4.0 }, "159": { "detoxify": 0, "length_chars": 177, "length_tokens": 1886, "length_tokens_text_only": 94, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7715301898994831, "iqa_live_min": 0.7715301898994831, "iqa_live_max": 0.7715301898994831, "iqa_csiq_mean": 0.905826985836029, "iqa_csiq_min": 0.905826985836029, "iqa_csiq_max": 0.905826985836029, "iqa_tid2013_mean": 0.4902746942308214, "iqa_tid2013_min": 0.4902746942308214, "iqa_tid2013_max": 0.4902746942308214, "iqa_kadid10k_mean": 0.52801513671875, "iqa_kadid10k_min": 0.52801513671875, "iqa_kadid10k_max": 0.52801513671875, "iqa_flive_mean": 0.7182657261087437, "iqa_flive_min": 0.7182657261087437, "iqa_flive_max": 0.7182657261087437, "iqa_spaq_mean": 0.6253615870620266, "iqa_spaq_min": 0.6253615870620266, "iqa_spaq_max": 0.6253615870620266, "iqa_clive_mean": 0.6621069089330809, "iqa_clive_min": 0.6621069089330809, "iqa_clive_max": 0.6621069089330809, "iqa_koniq10k_mean": 0.6853804154829546, "iqa_koniq10k_min": 0.6853804154829546, "iqa_koniq10k_max": 0.6853804154829546, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999998527098 }, { "lang": "da", "score": 1.0737898184106463e-10 }, { "lang": "la", "score": 3.977194244420061e-11 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.3610847294330597 }, { "lang": "cs", "score": 0.037464503198862076 }, { "lang": "et", "score": 0.03489765152335167 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7715301898994831, "iqa_v2_live_min": 0.7715301898994831, "iqa_v2_live_max": 0.7715301898994831, "iqa_v2_csiq_mean": 0.905826985836029, "iqa_v2_csiq_min": 0.905826985836029, "iqa_v2_csiq_max": 0.905826985836029, "iqa_v2_tid2013_mean": 0.4902802043490939, "iqa_v2_tid2013_min": 0.4902802043490939, "iqa_v2_tid2013_max": 0.4902802043490939, "iqa_v2_kadid10k_mean": 0.5279541015625, "iqa_v2_kadid10k_min": 0.5279541015625, "iqa_v2_kadid10k_max": 0.5279541015625, "iqa_v2_flive_mean": 0.7182657261087437, "iqa_v2_flive_min": 0.7182657261087437, "iqa_v2_flive_max": 0.7182657261087437, "iqa_v2_spaq_mean": 0.6253615870620266, "iqa_v2_spaq_min": 0.6253615870620266, "iqa_v2_spaq_max": 0.6253615870620266, "iqa_v2_clive_mean": 0.6621069089330809, "iqa_v2_clive_min": 0.6621069089330809, "iqa_v2_clive_max": 0.6621069089330809, "iqa_v2_koniq10k_mean": 0.6853804154829546, "iqa_v2_koniq10k_min": 0.6853804154829546, "iqa_v2_koniq10k_max": 0.6853804154829546, "imdecont": { "jpg": 0.2677825093269348 }, "imdecont_image_match": { "jpg": 265798 }, "imdecont_max": 0.2677825093269348, "imdecont_mean": 0.2677825093269348, "imdecont_min": 0.2677825093269348, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.40625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.40625, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.40625, "clip_score_dfn_public_prev_turn_only_min": 1.9599609375, "clip_score_dfn_public_prev_turn_only_mean": 1.9599609375, "clip_score_dfn_public_prev_turn_only_max": 1.9599609375, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.25, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.25, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.25, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.484375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.484375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.484375, "clip_score_clip_vitl14_224_next_turn_only_min": 20.53125, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.53125, "clip_score_clip_vitl14_224_next_turn_only_max": 20.53125, "clip_score_dfn_public_next_turn_only_min": 0.311767578125, "clip_score_dfn_public_next_turn_only_mean": 0.311767578125, "clip_score_dfn_public_next_turn_only_max": 0.311767578125, "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": 18.015625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 18.015625, "clip_score_longclip_vitl14_224_next_turn_only_max": 18.015625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.640625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.640625, "clip_score_dfn_public_prev_and_next_turn_min": 1.8984375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.8984375, "clip_score_dfn_public_prev_and_next_turn_max": 1.8984375, "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": 26.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.59375, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4084.52 }, "im_clarity_mean": 4084.52, "im_clarity_min": 4084.52, "im_clarity_max": 4084.52, "im_luma": { "jpg": 99.92 }, "im_luma_mean": 99.92, "im_luma_min": 99.92, "im_luma_max": 99.92, "im_saturation": { "jpg": 31.95 }, "im_saturation_mean": 31.95, "im_saturation_min": 31.95, "im_saturation_max": 31.95, "im_entropy": { "jpg": 7.39 }, "im_entropy_mean": 7.39, "im_entropy_min": 7.39, "im_entropy_max": 7.39, "unifilter_score_qwen2_5_1_5b": 1.392578125, "unifilter_score_qwen3_0_6b": 1.625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999998527098, "language_detection_annotation_lingua_1_lan": "da", "language_detection_annotation_lingua_1_score": 1.0737898184106463e-10, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 3.977194244420061e-11, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.3610847294330597, "language_detection_annotation_nllb_1_lan": "cs", "language_detection_annotation_nllb_1_score": 0.037464503198862076, "language_detection_annotation_nllb_2_lan": "et", "language_detection_annotation_nllb_2_score": 0.03489765152335167, "text_quality_weborganizer_topic_label": "Religion", "text_quality_weborganizer_topic_score": 0.8761423230171204, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.2870325744152069, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9813543558120728, "text_quality_nvidia_edu_nemotron4_score": 0.72314453125, "text_quality_nvidia_edu_mixtral_score": 0.318359375, "text_quality_dclmbaseline_fasttext_score": 0.6211816072463989, "text_quality_dolma3_fasttext_score": 0.3343687057495117, "custom_fasttext_val_fasttext_score": 1.8477439880371094e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0017406940460205078, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 4.96875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 4.71875, "within_sample_repetition_detection": 3.0 }, "157": { "detoxify": 1, "length_chars": 164, "length_tokens": 1878, "length_tokens_text_only": 87, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8431842303035235, "iqa_live_min": 0.8431842303035235, "iqa_live_max": 0.8431842303035235, "iqa_csiq_mean": 0.981510579586029, "iqa_csiq_min": 0.981510579586029, "iqa_csiq_max": 0.981510579586029, "iqa_tid2013_mean": 0.7155319319831001, "iqa_tid2013_min": 0.7155319319831001, "iqa_tid2013_max": 0.7155319319831001, "iqa_kadid10k_mean": 0.75927734375, "iqa_kadid10k_min": 0.75927734375, "iqa_kadid10k_max": 0.75927734375, "iqa_flive_mean": 0.7201991225733902, "iqa_flive_min": 0.7201991225733902, "iqa_flive_max": 0.7201991225733902, "iqa_spaq_mean": 0.8022870921125317, "iqa_spaq_min": 0.8022870921125317, "iqa_spaq_max": 0.8022870921125317, "iqa_clive_mean": 0.7815829190340909, "iqa_clive_min": 0.7815829190340909, "iqa_clive_max": 0.7815829190340909, "iqa_koniq10k_mean": 0.7365167791193182, "iqa_koniq10k_min": 0.7365167791193182, "iqa_koniq10k_max": 0.7365167791193182, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "tl", "score": 8.457474843819655e-19 }, { "lang": "la", "score": 1.1050968814387925e-21 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.938746452331543 }, { "lang": "th", "score": 0.003509129863232374 }, { "lang": "hi", "score": 0.0032147259917110205 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.8431842303035235, "iqa_v2_live_min": 0.8431842303035235, "iqa_v2_live_max": 0.8431842303035235, "iqa_v2_csiq_mean": 0.981510579586029, "iqa_v2_csiq_min": 0.981510579586029, "iqa_v2_csiq_max": 0.981510579586029, "iqa_v2_tid2013_mean": 0.7155319319831001, "iqa_v2_tid2013_min": 0.7155319319831001, "iqa_v2_tid2013_max": 0.7155319319831001, "iqa_v2_kadid10k_mean": 0.75933837890625, "iqa_v2_kadid10k_min": 0.75933837890625, "iqa_v2_kadid10k_max": 0.75933837890625, "iqa_v2_flive_mean": 0.7201991225733902, "iqa_v2_flive_min": 0.7201991225733902, "iqa_v2_flive_max": 0.7201991225733902, "iqa_v2_spaq_mean": 0.8022870921125317, "iqa_v2_spaq_min": 0.8022870921125317, "iqa_v2_spaq_max": 0.8022870921125317, "iqa_v2_clive_mean": 0.7815829190340909, "iqa_v2_clive_min": 0.7815829190340909, "iqa_v2_clive_max": 0.7815829190340909, "iqa_v2_koniq10k_mean": 0.7365167791193182, "iqa_v2_koniq10k_min": 0.7365167791193182, "iqa_v2_koniq10k_max": 0.7365167791193182, "imdecont": { "jpg": 0.3799704313278198 }, "imdecont_image_match": { "jpg": 262306 }, "imdecont_max": 0.3799704313278198, "imdecont_mean": 0.3799704313278198, "imdecont_min": 0.3799704313278198, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.28125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.28125, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.28125, "clip_score_dfn_public_prev_turn_only_min": 0.492919921875, "clip_score_dfn_public_prev_turn_only_mean": 0.492919921875, "clip_score_dfn_public_prev_turn_only_max": 0.492919921875, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.484375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.484375, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.484375, "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": 16.859375, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.859375, "clip_score_clip_vitl14_224_next_turn_only_max": 16.859375, "clip_score_dfn_public_next_turn_only_min": 0.2425537109375, "clip_score_dfn_public_next_turn_only_mean": 0.2425537109375, "clip_score_dfn_public_next_turn_only_max": 0.2425537109375, "clip_score_siglip2_b16_224_next_turn_only_min": -10.5234375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.5234375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.5234375, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.15625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.15625, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.15625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.15625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.15625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.15625, "clip_score_dfn_public_prev_and_next_turn_min": 0.414794921875, "clip_score_dfn_public_prev_and_next_turn_mean": 0.414794921875, "clip_score_dfn_public_prev_and_next_turn_max": 0.414794921875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 19.453125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 19.453125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 19.453125, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 533 }, "im_width_mean": 533.0, "im_width_min": 533, "im_width_max": 533, "im_ar": { "jpg": 0.6663 }, "im_ar_mean": 0.6663, "im_ar_min": 0.6663, "im_ar_max": 0.6663, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3283.76 }, "im_clarity_mean": 3283.76, "im_clarity_min": 3283.76, "im_clarity_max": 3283.76, "im_luma": { "jpg": 155.32 }, "im_luma_mean": 155.32, "im_luma_min": 155.32, "im_luma_max": 155.32, "im_saturation": { "jpg": 92.61 }, "im_saturation_mean": 92.61, "im_saturation_min": 92.61, "im_saturation_max": 92.61, "im_entropy": { "jpg": 7.38 }, "im_entropy_mean": 7.38, "im_entropy_min": 7.38, "im_entropy_max": 7.38, "unifilter_score_qwen2_5_1_5b": 0.401123046875, "unifilter_score_qwen3_0_6b": -1.275390625, "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": 8.457474843819655e-19, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 1.1050968814387925e-21, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.938746452331543, "language_detection_annotation_nllb_1_lan": "th", "language_detection_annotation_nllb_1_score": 0.003509129863232374, "language_detection_annotation_nllb_2_lan": "hi", "language_detection_annotation_nllb_2_score": 0.0032147259917110205, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7258924245834351, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.37380456924438477, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9930839538574219, "text_quality_nvidia_edu_nemotron4_score": 0.003936767578125, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.248276948928833, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0002060532569885254, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0001308917999267578, "custom_fasttext_core_clean_fasttext_score": 4.971027374267578e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 4.0 }, "153": { "detoxify": 1, "length_chars": 135, "length_tokens": 1865, "length_tokens_text_only": 73, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7811577151520084, "iqa_live_min": 0.7811577151520084, "iqa_live_max": 0.7811577151520084, "iqa_csiq_mean": 0.848209798336029, "iqa_csiq_min": 0.848209798336029, "iqa_csiq_max": 0.848209798336029, "iqa_tid2013_mean": 0.6203713417053223, "iqa_tid2013_min": 0.6203713417053223, "iqa_tid2013_max": 0.6203713417053223, "iqa_kadid10k_mean": 0.51416015625, "iqa_kadid10k_min": 0.51416015625, "iqa_kadid10k_max": 0.51416015625, "iqa_flive_mean": 0.6973929357047033, "iqa_flive_min": 0.6973929357047033, "iqa_flive_max": 0.6973929357047033, "iqa_spaq_mean": 0.6720787587791983, "iqa_spaq_min": 0.6720787587791983, "iqa_spaq_max": 0.6720787587791983, "iqa_clive_mean": 0.6223342201926492, "iqa_clive_min": 0.6223342201926492, "iqa_clive_max": 0.6223342201926492, "iqa_koniq10k_mean": 0.6433980922506314, "iqa_koniq10k_min": 0.6433980922506314, "iqa_koniq10k_max": 0.6433980922506314, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9852430567855277 }, { "lang": "tl", "score": 0.012932953050115239 }, { "lang": "nl", "score": 0.0007266107019370182 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8441662788391113 }, { "lang": "de", "score": 0.010463531129062176 }, { "lang": "fr", "score": 0.009607408195734024 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7811577151520084, "iqa_v2_live_min": 0.7811577151520084, "iqa_v2_live_max": 0.7811577151520084, "iqa_v2_csiq_mean": 0.848209798336029, "iqa_v2_csiq_min": 0.848209798336029, "iqa_v2_csiq_max": 0.848209798336029, "iqa_v2_tid2013_mean": 0.6203713417053223, "iqa_v2_tid2013_min": 0.6203713417053223, "iqa_v2_tid2013_max": 0.6203713417053223, "iqa_v2_kadid10k_mean": 0.5140380859375, "iqa_v2_kadid10k_min": 0.5140380859375, "iqa_v2_kadid10k_max": 0.5140380859375, "iqa_v2_flive_mean": 0.6973140215632893, "iqa_v2_flive_min": 0.6973140215632893, "iqa_v2_flive_max": 0.6973140215632893, "iqa_v2_spaq_mean": 0.67192093049637, "iqa_v2_spaq_min": 0.67192093049637, "iqa_v2_spaq_max": 0.67192093049637, "iqa_v2_clive_mean": 0.6223342201926492, "iqa_v2_clive_min": 0.6223342201926492, "iqa_v2_clive_max": 0.6223342201926492, "iqa_v2_koniq10k_mean": 0.6433980922506314, "iqa_v2_koniq10k_min": 0.6433980922506314, "iqa_v2_koniq10k_max": 0.6433980922506314, "imdecont": { "jpg": 0.28075313568115234 }, "imdecont_image_match": { "jpg": 265903 }, "imdecont_max": 0.28075313568115234, "imdecont_mean": 0.28075313568115234, "imdecont_min": 0.28075313568115234, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.046875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.046875, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.046875, "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": 0.03125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.03125, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.03125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.453125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.453125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.453125, "clip_score_clip_vitl14_224_next_turn_only_min": 15.109375, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.109375, "clip_score_clip_vitl14_224_next_turn_only_max": 15.109375, "clip_score_dfn_public_next_turn_only_min": 0.8076171875, "clip_score_dfn_public_next_turn_only_mean": 0.8076171875, "clip_score_dfn_public_next_turn_only_max": 0.8076171875, "clip_score_siglip2_b16_224_next_turn_only_min": -10.2265625, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.2265625, "clip_score_siglip2_b16_224_next_turn_only_max": -10.2265625, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.8046875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.8046875, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.8046875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.5625, "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": -0.265625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.265625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 19.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 19.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 19.34375, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2819.19 }, "im_clarity_mean": 2819.19, "im_clarity_min": 2819.19, "im_clarity_max": 2819.19, "im_luma": { "jpg": 179.85 }, "im_luma_mean": 179.85, "im_luma_min": 179.85, "im_luma_max": 179.85, "im_saturation": { "jpg": 66.42 }, "im_saturation_mean": 66.42, "im_saturation_min": 66.42, "im_saturation_max": 66.42, "im_entropy": { "jpg": 7.12 }, "im_entropy_mean": 7.12, "im_entropy_min": 7.12, "im_entropy_max": 7.12, "unifilter_score_qwen2_5_1_5b": -1.33203125, "unifilter_score_qwen3_0_6b": -1.888671875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9852430567855277, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.012932953050115239, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.0007266107019370182, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8441662788391113, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.010463531129062176, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.009607408195734024, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7529569864273071, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.30833280086517334, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9808704257011414, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.0011849403381347656, "text_quality_dolma3_fasttext_score": 0.04418349266052246, "custom_fasttext_val_fasttext_score": 0.00015747547149658203, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00029647350311279297, "custom_fasttext_core_clean_fasttext_score": 2.3484230041503906e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.59375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.96875, "within_sample_repetition_detection": 10.0 }, "148": { "detoxify": 1, "length_chars": 150, "length_tokens": 853, "length_tokens_text_only": 85, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7674266545459477, "iqa_live_min": 0.7674266545459477, "iqa_live_max": 0.7674266545459477, "iqa_csiq_mean": 0.906559407711029, "iqa_csiq_min": 0.906559407711029, "iqa_csiq_max": 0.906559407711029, "iqa_tid2013_mean": 0.5012985335456001, "iqa_tid2013_min": 0.5012985335456001, "iqa_tid2013_max": 0.5012985335456001, "iqa_kadid10k_mean": 0.60968017578125, "iqa_kadid10k_min": 0.60968017578125, "iqa_kadid10k_max": 0.60968017578125, "iqa_flive_mean": 0.6963670518663195, "iqa_flive_min": 0.6963670518663195, "iqa_flive_max": 0.6963670518663195, "iqa_spaq_mean": 0.5643609557488952, "iqa_spaq_min": 0.5643609557488952, "iqa_spaq_max": 0.5643609557488952, "iqa_clive_mean": 0.6693670099431819, "iqa_clive_min": 0.6693670099431819, "iqa_clive_max": 0.6693670099431819, "iqa_koniq10k_mean": 0.6724384962910354, "iqa_koniq10k_min": 0.6724384962910354, "iqa_koniq10k_max": 0.6724384962910354, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999043794 }, { "lang": "tl", "score": 9.477065281917803e-11 }, { "lang": "fr", "score": 8.411297388085569e-13 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.6904885172843933 }, { "lang": "pt", "score": 0.026355693116784096 }, { "lang": "fr", "score": 0.024037735536694527 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7674266545459477, "iqa_v2_live_min": 0.7674266545459477, "iqa_v2_live_max": 0.7674266545459477, "iqa_v2_csiq_mean": 0.906559407711029, "iqa_v2_csiq_min": 0.906559407711029, "iqa_v2_csiq_max": 0.906559407711029, "iqa_v2_tid2013_mean": 0.5012985335456001, "iqa_v2_tid2013_min": 0.5012985335456001, "iqa_v2_tid2013_max": 0.5012985335456001, "iqa_v2_kadid10k_mean": 0.60968017578125, "iqa_v2_kadid10k_min": 0.60968017578125, "iqa_v2_kadid10k_max": 0.60968017578125, "iqa_v2_flive_mean": 0.6963670518663195, "iqa_v2_flive_min": 0.6963670518663195, "iqa_v2_flive_max": 0.6963670518663195, "iqa_v2_spaq_mean": 0.5643609557488952, "iqa_v2_spaq_min": 0.5643609557488952, "iqa_v2_spaq_max": 0.5643609557488952, "iqa_v2_clive_mean": 0.6693670099431819, "iqa_v2_clive_min": 0.6693670099431819, "iqa_v2_clive_max": 0.6693670099431819, "iqa_v2_koniq10k_mean": 0.6724384962910354, "iqa_v2_koniq10k_min": 0.6724384962910354, "iqa_v2_koniq10k_max": 0.6724384962910354, "imdecont": { "jpg": 0.2877483367919922 }, "imdecont_image_match": { "jpg": 266037 }, "imdecont_max": 0.2877483367919922, "imdecont_mean": 0.2877483367919922, "imdecont_min": 0.2877483367919922, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.65625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.65625, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.65625, "clip_score_dfn_public_prev_turn_only_min": 3.828125, "clip_score_dfn_public_prev_turn_only_mean": 3.828125, "clip_score_dfn_public_prev_turn_only_max": 3.828125, "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": 26.515625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.515625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.515625, "clip_score_clip_vitl14_224_next_turn_only_min": 17.046875, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.046875, "clip_score_clip_vitl14_224_next_turn_only_max": 17.046875, "clip_score_dfn_public_next_turn_only_min": 1.2705078125, "clip_score_dfn_public_next_turn_only_mean": 1.2705078125, "clip_score_dfn_public_next_turn_only_max": 1.2705078125, "clip_score_siglip2_b16_224_next_turn_only_min": -10.3125, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.3125, "clip_score_siglip2_b16_224_next_turn_only_max": -10.3125, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.1875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.1875, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.21875, "clip_score_dfn_public_prev_and_next_turn_min": 3.595703125, "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": 7.8125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 7.8125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 7.8125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.09375, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 422 }, "im_width_mean": 422.0, "im_width_min": 422, "im_width_max": 422, "im_ar": { "jpg": 0.5275 }, "im_ar_mean": 0.5275, "im_ar_min": 0.5275, "im_ar_max": 0.5275, "im_kilobytes": { "jpg": 989.06 }, "im_kilobytes_mean": 989.06, "im_kilobytes_min": 989.06, "im_kilobytes_max": 989.06, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3103.13 }, "im_clarity_mean": 3103.13, "im_clarity_min": 3103.13, "im_clarity_max": 3103.13, "im_luma": { "jpg": 110.05 }, "im_luma_mean": 110.05, "im_luma_min": 110.05, "im_luma_max": 110.05, "im_saturation": { "jpg": 48.28 }, "im_saturation_mean": 48.28, "im_saturation_min": 48.28, "im_saturation_max": 48.28, "im_entropy": { "jpg": 7.63 }, "im_entropy_mean": 7.63, "im_entropy_min": 7.63, "im_entropy_max": 7.63, "unifilter_score_qwen2_5_1_5b": -0.0638427734375, "unifilter_score_qwen3_0_6b": 0.48291015625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999043794, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 9.477065281917803e-11, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 8.411297388085569e-13, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.6904885172843933, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.026355693116784096, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.024037735536694527, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.8726257681846619, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.3863022029399872, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.9583147168159485, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.12603354454040527, "text_quality_dolma3_fasttext_score": 0.9998555183410645, "custom_fasttext_val_fasttext_score": 3.4689903259277344e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00023001432418823242, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 3.3125, "within_sample_repetition_detection": 8.0 }, "167": { "detoxify": 1, "length_chars": 124, "length_tokens": 1863, "length_tokens_text_only": 72, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7936261494954426, "iqa_live_min": 0.7936261494954426, "iqa_live_max": 0.7936261494954426, "iqa_csiq_mean": 0.956608235836029, "iqa_csiq_min": 0.956608235836029, "iqa_csiq_max": 0.956608235836029, "iqa_tid2013_mean": 0.5679082340664333, "iqa_tid2013_min": 0.5679082340664333, "iqa_tid2013_max": 0.5679082340664333, "iqa_kadid10k_mean": 0.75372314453125, "iqa_kadid10k_min": 0.75372314453125, "iqa_kadid10k_max": 0.75372314453125, "iqa_flive_mean": 0.7173976705531881, "iqa_flive_min": 0.7173976705531881, "iqa_flive_max": 0.7173976705531881, "iqa_spaq_mean": 0.7681961830216225, "iqa_spaq_min": 0.7681961830216225, "iqa_spaq_max": 0.7681961830216225, "iqa_clive_mean": 0.7773215553977273, "iqa_clive_min": 0.7773215553977273, "iqa_clive_max": 0.7773215553977273, "iqa_koniq10k_mean": 0.7081076882102273, "iqa_koniq10k_min": 0.7081076882102273, "iqa_koniq10k_max": 0.7081076882102273, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9432398418607851 }, { "lang": "tl", "score": 0.01299934332226219 }, { "lang": "la", "score": 0.006874959149569167 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8405122756958008 }, { "lang": "ru", "score": 0.007793245371431112 }, { "lang": "id", "score": 0.007029473315924406 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7936261494954426, "iqa_v2_live_min": 0.7936261494954426, "iqa_v2_live_max": 0.7936261494954426, "iqa_v2_csiq_mean": 0.956608235836029, "iqa_v2_csiq_min": 0.956608235836029, "iqa_v2_csiq_max": 0.956608235836029, "iqa_v2_tid2013_mean": 0.5679082340664333, "iqa_v2_tid2013_min": 0.5679082340664333, "iqa_v2_tid2013_max": 0.5679082340664333, "iqa_v2_kadid10k_mean": 0.75372314453125, "iqa_v2_kadid10k_min": 0.75372314453125, "iqa_v2_kadid10k_max": 0.75372314453125, "iqa_v2_flive_mean": 0.7173976705531881, "iqa_v2_flive_min": 0.7173976705531881, "iqa_v2_flive_max": 0.7173976705531881, "iqa_v2_spaq_mean": 0.7681961830216225, "iqa_v2_spaq_min": 0.7681961830216225, "iqa_v2_spaq_max": 0.7681961830216225, "iqa_v2_clive_mean": 0.7773215553977273, "iqa_v2_clive_min": 0.7773215553977273, "iqa_v2_clive_max": 0.7773215553977273, "iqa_v2_koniq10k_mean": 0.7081076882102273, "iqa_v2_koniq10k_min": 0.7081076882102273, "iqa_v2_koniq10k_max": 0.7081076882102273, "imdecont": { "jpg": 0.32574254274368286 }, "imdecont_image_match": { "jpg": 265878 }, "imdecont_max": 0.32574254274368286, "imdecont_mean": 0.32574254274368286, "imdecont_min": 0.32574254274368286, "clip_score_clip_vitl14_224_prev_turn_only_min": 31.4375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 31.4375, "clip_score_clip_vitl14_224_prev_turn_only_max": 31.4375, "clip_score_dfn_public_prev_turn_only_min": 1.9619140625, "clip_score_dfn_public_prev_turn_only_mean": 1.9619140625, "clip_score_dfn_public_prev_turn_only_max": 1.9619140625, "clip_score_siglip2_b16_224_prev_turn_only_min": 8.125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 8.125, "clip_score_siglip2_b16_224_prev_turn_only_max": 8.125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.140625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.140625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.140625, "clip_score_clip_vitl14_224_next_turn_only_min": 14.96875, "clip_score_clip_vitl14_224_next_turn_only_mean": 14.96875, "clip_score_clip_vitl14_224_next_turn_only_max": 14.96875, "clip_score_dfn_public_next_turn_only_min": 0.50537109375, "clip_score_dfn_public_next_turn_only_mean": 0.50537109375, "clip_score_dfn_public_next_turn_only_max": 0.50537109375, "clip_score_siglip2_b16_224_next_turn_only_min": -10.0078125, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.0078125, "clip_score_siglip2_b16_224_next_turn_only_max": -10.0078125, "clip_score_longclip_vitl14_224_next_turn_only_min": 12.5859375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 12.5859375, "clip_score_longclip_vitl14_224_next_turn_only_max": 12.5859375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.9375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.9375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.9375, "clip_score_dfn_public_prev_and_next_turn_min": 2.203125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.203125, "clip_score_dfn_public_prev_and_next_turn_max": 2.203125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 6.984375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 6.984375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 6.984375, "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": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 267 }, "im_width_mean": 267.0, "im_width_min": 267, "im_width_max": 267, "im_ar": { "jpg": 0.6675 }, "im_ar_mean": 0.6675, "im_ar_min": 0.6675, "im_ar_max": 0.6675, "im_kilobytes": { "jpg": 312.89 }, "im_kilobytes_mean": 312.89, "im_kilobytes_min": 312.89, "im_kilobytes_max": 312.89, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4468.78 }, "im_clarity_mean": 4468.78, "im_clarity_min": 4468.78, "im_clarity_max": 4468.78, "im_luma": { "jpg": 86.6 }, "im_luma_mean": 86.6, "im_luma_min": 86.6, "im_luma_max": 86.6, "im_saturation": { "jpg": 82.54 }, "im_saturation_mean": 82.54, "im_saturation_min": 82.54, "im_saturation_max": 82.54, "im_entropy": { "jpg": 6.9 }, "im_entropy_mean": 6.9, "im_entropy_min": 6.9, "im_entropy_max": 6.9, "unifilter_score_qwen2_5_1_5b": 0.83203125, "unifilter_score_qwen3_0_6b": -3.849609375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9432398418607851, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.01299934332226219, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.006874959149569167, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8405122756958008, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.007793245371431112, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.007029473315924406, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.5031250715255737, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.46975958347320557, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9838398098945618, "text_quality_nvidia_edu_nemotron4_score": 0.11895751953125, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.08343219757080078, "text_quality_dolma3_fasttext_score": 0.9999357461929321, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 2.9802322387695312e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 10.0 }, "155": { "detoxify": 0, "length_chars": 206, "length_tokens": 1883, "length_tokens_text_only": 92, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7156589777782709, "iqa_live_min": 0.7156589777782709, "iqa_live_max": 0.7156589777782709, "iqa_csiq_mean": 0.876041829586029, "iqa_csiq_min": 0.876041829586029, "iqa_csiq_max": 0.876041829586029, "iqa_tid2013_mean": 0.5381230778164333, "iqa_tid2013_min": 0.5381230778164333, "iqa_tid2013_max": 0.5381230778164333, "iqa_kadid10k_mean": 0.6132659912109375, "iqa_kadid10k_min": 0.6132659912109375, "iqa_kadid10k_max": 0.6132659912109375, "iqa_flive_mean": 0.7070993750986427, "iqa_flive_min": 0.7070993750986427, "iqa_flive_max": 0.7070993750986427, "iqa_spaq_mean": 0.6673439102943498, "iqa_spaq_min": 0.6673439102943498, "iqa_spaq_max": 0.6673439102943498, "iqa_clive_mean": 0.6741018584280304, "iqa_clive_min": 0.6741018584280304, "iqa_clive_max": 0.6741018584280304, "iqa_koniq10k_mean": 0.6181456055304018, "iqa_koniq10k_min": 0.6181456055304018, "iqa_koniq10k_max": 0.6181456055304018, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999956 }, { "lang": "tl", "score": 4.133511870881812e-15 }, { "lang": "eo", "score": 4.118108067416161e-16 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9373873472213745 }, { "lang": "de", "score": 0.0038083961699157953 }, { "lang": "nl", "score": 0.0034465170465409756 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7156589777782709, "iqa_v2_live_min": 0.7156589777782709, "iqa_v2_live_max": 0.7156589777782709, "iqa_v2_csiq_mean": 0.876041829586029, "iqa_v2_csiq_min": 0.876041829586029, "iqa_v2_csiq_max": 0.876041829586029, "iqa_v2_tid2013_mean": 0.5381502045525445, "iqa_v2_tid2013_min": 0.5381502045525445, "iqa_v2_tid2013_max": 0.5381502045525445, "iqa_v2_kadid10k_mean": 0.61322021484375, "iqa_v2_kadid10k_min": 0.61322021484375, "iqa_v2_kadid10k_max": 0.61322021484375, "iqa_v2_flive_mean": 0.7070993750986427, "iqa_v2_flive_min": 0.7070993750986427, "iqa_v2_flive_max": 0.7070993750986427, "iqa_v2_spaq_mean": 0.6673439102943498, "iqa_v2_spaq_min": 0.6673439102943498, "iqa_v2_spaq_max": 0.6673439102943498, "iqa_v2_clive_mean": 0.6741018584280304, "iqa_v2_clive_min": 0.6741018584280304, "iqa_v2_clive_max": 0.6741018584280304, "iqa_v2_koniq10k_mean": 0.6181456055304018, "iqa_v2_koniq10k_min": 0.6181456055304018, "iqa_v2_koniq10k_max": 0.6181456055304018, "imdecont": { "jpg": 0.4205324649810791 }, "imdecont_image_match": { "jpg": 262303 }, "imdecont_max": 0.4205324649810791, "imdecont_mean": 0.4205324649810791, "imdecont_min": 0.4205324649810791, "clip_score_clip_vitl14_224_prev_turn_only_min": 44.84375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 44.84375, "clip_score_clip_vitl14_224_prev_turn_only_max": 44.84375, "clip_score_dfn_public_prev_turn_only_min": 3.892578125, "clip_score_dfn_public_prev_turn_only_mean": 3.892578125, "clip_score_dfn_public_prev_turn_only_max": 3.892578125, "clip_score_siglip2_b16_224_prev_turn_only_min": 6.375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 6.375, "clip_score_siglip2_b16_224_prev_turn_only_max": 6.375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 36.03125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 36.03125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 36.03125, "clip_score_clip_vitl14_224_next_turn_only_min": 15.5546875, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.5546875, "clip_score_clip_vitl14_224_next_turn_only_max": 15.5546875, "clip_score_dfn_public_next_turn_only_min": 1.5546875, "clip_score_dfn_public_next_turn_only_mean": 1.5546875, "clip_score_dfn_public_next_turn_only_max": 1.5546875, "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": 15.5, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.5, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.5, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 44.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 44.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 44.46875, "clip_score_dfn_public_prev_and_next_turn_min": 3.83203125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.83203125, "clip_score_dfn_public_prev_and_next_turn_max": 3.83203125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 5.9375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 5.9375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 5.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 35.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 35.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 35.6875, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 7226.4 }, "im_clarity_mean": 7226.4, "im_clarity_min": 7226.4, "im_clarity_max": 7226.4, "im_luma": { "jpg": 105.76 }, "im_luma_mean": 105.76, "im_luma_min": 105.76, "im_luma_max": 105.76, "im_saturation": { "jpg": 50.37 }, "im_saturation_mean": 50.37, "im_saturation_min": 50.37, "im_saturation_max": 50.37, "im_entropy": { "jpg": 7.06 }, "im_entropy_mean": 7.06, "im_entropy_min": 7.06, "im_entropy_max": 7.06, "unifilter_score_qwen2_5_1_5b": 0.11279296875, "unifilter_score_qwen3_0_6b": -0.0227203369140625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999956, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 4.133511870881812e-15, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 4.118108067416161e-16, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9373873472213745, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.0038083961699157953, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.0034465170465409756, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7050957083702087, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.7308562397956848, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9887309670448303, "text_quality_nvidia_edu_nemotron4_score": 0.1429443359375, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.000522911548614502, "text_quality_dolma3_fasttext_score": 4.8041343688964844e-05, "custom_fasttext_val_fasttext_score": 0.0013213157653808594, "custom_fasttext_core_fasttext_score": 8.630752563476562e-05, "custom_fasttext_val_clean_fasttext_score": 0.003281235694885254, "custom_fasttext_core_clean_fasttext_score": 0.0011434555053710938, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 4.0 }, "146": { "detoxify": 1, "length_chars": 125, "length_tokens": 1866, "length_tokens_text_only": 75, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7529064525257457, "iqa_live_min": 0.7529064525257457, "iqa_live_max": 0.7529064525257457, "iqa_csiq_mean": 0.758610188961029, "iqa_csiq_min": 0.758610188961029, "iqa_csiq_max": 0.758610188961029, "iqa_tid2013_mean": 0.5875479910108777, "iqa_tid2013_min": 0.5875479910108777, "iqa_tid2013_max": 0.5875479910108777, "iqa_kadid10k_mean": 0.60076904296875, "iqa_kadid10k_min": 0.60076904296875, "iqa_kadid10k_max": 0.60076904296875, "iqa_flive_mean": 0.6948676831794508, "iqa_flive_min": 0.6948676831794508, "iqa_flive_max": 0.6948676831794508, "iqa_spaq_mean": 0.5661365239307135, "iqa_spaq_min": 0.5661365239307135, "iqa_spaq_max": 0.5661365239307135, "iqa_clive_mean": 0.5076719727179018, "iqa_clive_min": 0.5076719727179018, "iqa_clive_max": 0.5076719727179018, "iqa_koniq10k_mean": 0.5685875247223209, "iqa_koniq10k_min": 0.5685875247223209, "iqa_koniq10k_max": 0.5685875247223209, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9929145035213692 }, { "lang": "tl", "score": 0.0018236089137804187 }, { "lang": "nb", "score": 0.001335553318710468 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9208542108535767 }, { "lang": "th", "score": 0.004909907467663288 }, { "lang": "id", "score": 0.004641640931367874 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7529064525257457, "iqa_v2_live_min": 0.7529064525257457, "iqa_v2_live_max": 0.7529064525257457, "iqa_v2_csiq_mean": 0.758610188961029, "iqa_v2_csiq_min": 0.758610188961029, "iqa_v2_csiq_max": 0.758610188961029, "iqa_v2_tid2013_mean": 0.5875479910108777, "iqa_v2_tid2013_min": 0.5875479910108777, "iqa_v2_tid2013_max": 0.5875479910108777, "iqa_v2_kadid10k_mean": 0.600799560546875, "iqa_v2_kadid10k_min": 0.600799560546875, "iqa_v2_kadid10k_max": 0.600799560546875, "iqa_v2_flive_mean": 0.6949071402501579, "iqa_v2_flive_min": 0.6949071402501579, "iqa_v2_flive_max": 0.6949071402501579, "iqa_v2_spaq_mean": 0.5660970668600064, "iqa_v2_spaq_min": 0.5660970668600064, "iqa_v2_spaq_max": 0.5660970668600064, "iqa_v2_clive_mean": 0.5076917012532552, "iqa_v2_clive_min": 0.5076917012532552, "iqa_v2_clive_max": 0.5076917012532552, "iqa_v2_koniq10k_mean": 0.5687453530051492, "iqa_v2_koniq10k_min": 0.5687453530051492, "iqa_v2_koniq10k_max": 0.5687453530051492, "imdecont": { "jpg": 0.24527961015701294 }, "imdecont_image_match": { "jpg": 108240 }, "imdecont_max": 0.24527961015701294, "imdecont_mean": 0.24527961015701294, "imdecont_min": 0.24527961015701294, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.21875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.21875, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.21875, "clip_score_dfn_public_prev_turn_only_min": 3.171875, "clip_score_dfn_public_prev_turn_only_mean": 3.171875, "clip_score_dfn_public_prev_turn_only_max": 3.171875, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.421875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.421875, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.421875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.71875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.71875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.71875, "clip_score_clip_vitl14_224_next_turn_only_min": 17.21875, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.21875, "clip_score_clip_vitl14_224_next_turn_only_max": 17.21875, "clip_score_dfn_public_next_turn_only_min": 0.09112548828125, "clip_score_dfn_public_next_turn_only_mean": 0.09112548828125, "clip_score_dfn_public_next_turn_only_max": 0.09112548828125, "clip_score_siglip2_b16_224_next_turn_only_min": -12.921875, "clip_score_siglip2_b16_224_next_turn_only_mean": -12.921875, "clip_score_siglip2_b16_224_next_turn_only_max": -12.921875, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.0, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.0, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.0, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.953125, "clip_score_dfn_public_prev_and_next_turn_min": 3.05078125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.05078125, "clip_score_dfn_public_prev_and_next_turn_max": 3.05078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.078125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.078125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 28.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.59375, "im_height": { "jpg": 378 }, "im_height_mean": 378.0, "im_height_min": 378, "im_height_max": 378, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.455 }, "im_ar_mean": 1.455, "im_ar_min": 1.455, "im_ar_max": 1.455, "im_kilobytes": { "jpg": 609.08 }, "im_kilobytes_mean": 609.08, "im_kilobytes_min": 609.08, "im_kilobytes_max": 609.08, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2964.52 }, "im_clarity_mean": 2964.52, "im_clarity_min": 2964.52, "im_clarity_max": 2964.52, "im_luma": { "jpg": 123.11 }, "im_luma_mean": 123.11, "im_luma_min": 123.11, "im_luma_max": 123.11, "im_saturation": { "jpg": 113.75 }, "im_saturation_mean": 113.75, "im_saturation_min": 113.75, "im_saturation_max": 113.75, "im_entropy": { "jpg": 7.73 }, "im_entropy_mean": 7.73, "im_entropy_min": 7.73, "im_entropy_max": 7.73, "unifilter_score_qwen2_5_1_5b": -2.0234375, "unifilter_score_qwen3_0_6b": 0.387451171875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9929145035213692, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.0018236089137804187, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 0.001335553318710468, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9208542108535767, "language_detection_annotation_nllb_1_lan": "th", "language_detection_annotation_nllb_1_score": 0.004909907467663288, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.004641640931367874, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8894032835960388, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.45029714703559875, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9965277314186096, "text_quality_nvidia_edu_nemotron4_score": 0.342041015625, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9939292669296265, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 5.233287811279297e-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": 10.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 10.0 }, "161": { "detoxify": 1, "length_chars": 112, "length_tokens": 1859, "length_tokens_text_only": 67, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7939418060610992, "iqa_live_min": 0.7939418060610992, "iqa_live_max": 0.7939418060610992, "iqa_csiq_mean": 0.920475423336029, "iqa_csiq_min": 0.920475423336029, "iqa_csiq_max": 0.920475423336029, "iqa_tid2013_mean": 0.5833704736497667, "iqa_tid2013_min": 0.5833704736497667, "iqa_tid2013_max": 0.5833704736497667, "iqa_kadid10k_mean": 0.56591796875, "iqa_kadid10k_min": 0.56591796875, "iqa_kadid10k_max": 0.56591796875, "iqa_flive_mean": 0.720633150351168, "iqa_flive_min": 0.720633150351168, "iqa_flive_max": 0.720633150351168, "iqa_spaq_mean": 0.6510086830216225, "iqa_spaq_min": 0.6510086830216225, "iqa_spaq_max": 0.6510086830216225, "iqa_clive_mean": 0.6502697877209597, "iqa_clive_min": 0.6502697877209597, "iqa_clive_max": 0.6502697877209597, "iqa_koniq10k_mean": 0.6847491023516414, "iqa_koniq10k_min": 0.6847491023516414, "iqa_koniq10k_max": 0.6847491023516414, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9691026072363229 }, { "lang": "tl", "score": 0.021460404901710715 }, { "lang": "fr", "score": 0.0028610295079547726 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8952890038490295 }, { "lang": "fr", "score": 0.00950595736503601 }, { "lang": "vi", "score": 0.009342062287032604 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7939418060610992, "iqa_v2_live_min": 0.7939418060610992, "iqa_v2_live_max": 0.7939418060610992, "iqa_v2_csiq_mean": 0.920719563961029, "iqa_v2_csiq_min": 0.920719563961029, "iqa_v2_csiq_max": 0.920719563961029, "iqa_v2_tid2013_mean": 0.5833704736497667, "iqa_v2_tid2013_min": 0.5833704736497667, "iqa_v2_tid2013_max": 0.5833704736497667, "iqa_v2_kadid10k_mean": 0.56585693359375, "iqa_v2_kadid10k_min": 0.56585693359375, "iqa_v2_kadid10k_max": 0.56585693359375, "iqa_v2_flive_mean": 0.720593693280461, "iqa_v2_flive_min": 0.720593693280461, "iqa_v2_flive_max": 0.720593693280461, "iqa_v2_spaq_mean": 0.6510086830216225, "iqa_v2_spaq_min": 0.6510086830216225, "iqa_v2_spaq_max": 0.6510086830216225, "iqa_v2_clive_mean": 0.6502697877209597, "iqa_v2_clive_min": 0.6502697877209597, "iqa_v2_clive_max": 0.6502697877209597, "iqa_v2_koniq10k_mean": 0.6847491023516414, "iqa_v2_koniq10k_min": 0.6847491023516414, "iqa_v2_koniq10k_max": 0.6847491023516414, "imdecont": { "jpg": 0.2693931460380554 }, "imdecont_image_match": { "jpg": 262305 }, "imdecont_max": 0.2693931460380554, "imdecont_mean": 0.2693931460380554, "imdecont_min": 0.2693931460380554, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.375, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.375, "clip_score_dfn_public_prev_turn_only_min": 3.228515625, "clip_score_dfn_public_prev_turn_only_mean": 3.228515625, "clip_score_dfn_public_prev_turn_only_max": 3.228515625, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.578125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.578125, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.578125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.875, "clip_score_clip_vitl14_224_next_turn_only_min": 15.109375, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.109375, "clip_score_clip_vitl14_224_next_turn_only_max": 15.109375, "clip_score_dfn_public_next_turn_only_min": -1.02734375, "clip_score_dfn_public_next_turn_only_mean": -1.02734375, "clip_score_dfn_public_next_turn_only_max": -1.02734375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.265625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.265625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.265625, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.390625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.390625, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.984375, "clip_score_dfn_public_prev_and_next_turn_min": 3.25390625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.25390625, "clip_score_dfn_public_prev_and_next_turn_max": 3.25390625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.859375, "im_height": { "jpg": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1183.65 }, "im_clarity_mean": 1183.65, "im_clarity_min": 1183.65, "im_clarity_max": 1183.65, "im_luma": { "jpg": 134.75 }, "im_luma_mean": 134.75, "im_luma_min": 134.75, "im_luma_max": 134.75, "im_saturation": { "jpg": 88.31 }, "im_saturation_mean": 88.31, "im_saturation_min": 88.31, "im_saturation_max": 88.31, "im_entropy": { "jpg": 7.4 }, "im_entropy_mean": 7.4, "im_entropy_min": 7.4, "im_entropy_max": 7.4, "unifilter_score_qwen2_5_1_5b": -0.49755859375, "unifilter_score_qwen3_0_6b": 0.06329345703125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9691026072363229, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.021460404901710715, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 0.0028610295079547726, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8952890038490295, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.00950595736503601, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.009342062287032604, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.4627099633216858, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.26197588443756104, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9014512896537781, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9779893755912781, "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": 10.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.375, "within_sample_repetition_detection": 9.0 }, "118": { "detoxify": 1, "length_chars": 132, "length_tokens": 1864, "length_tokens_text_only": 73, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.767584482828776, "iqa_live_min": 0.767584482828776, "iqa_live_max": 0.767584482828776, "iqa_csiq_mean": 0.912418782711029, "iqa_csiq_min": 0.912418782711029, "iqa_csiq_max": 0.912418782711029, "iqa_tid2013_mean": 0.5178594059414333, "iqa_tid2013_min": 0.5178594059414333, "iqa_tid2013_max": 0.5178594059414333, "iqa_kadid10k_mean": 0.693267822265625, "iqa_kadid10k_min": 0.693267822265625, "iqa_kadid10k_max": 0.693267822265625, "iqa_flive_mean": 0.7085592867148044, "iqa_flive_min": 0.7085592867148044, "iqa_flive_max": 0.7085592867148044, "iqa_spaq_mean": 0.6259139860519256, "iqa_spaq_min": 0.6259139860519256, "iqa_spaq_max": 0.6259139860519256, "iqa_clive_mean": 0.6548468079229799, "iqa_clive_min": 0.6548468079229799, "iqa_clive_max": 0.6548468079229799, "iqa_koniq10k_mean": 0.6866430417455809, "iqa_koniq10k_min": 0.6866430417455809, "iqa_koniq10k_max": 0.6866430417455809, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9495168411278939 }, { "lang": "tl", "score": 0.008035467401810038 }, { "lang": "da", "score": 0.007700336374746176 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8311665058135986 }, { "lang": "fr", "score": 0.012131254188716412 }, { "lang": "nl", "score": 0.009119806811213493 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.767584482828776, "iqa_v2_live_min": 0.767584482828776, "iqa_v2_live_max": 0.767584482828776, "iqa_v2_csiq_mean": 0.912418782711029, "iqa_v2_csiq_min": 0.912418782711029, "iqa_v2_csiq_max": 0.912418782711029, "iqa_v2_tid2013_mean": 0.5178594059414333, "iqa_v2_tid2013_min": 0.5178594059414333, "iqa_v2_tid2013_max": 0.5178594059414333, "iqa_v2_kadid10k_mean": 0.69329833984375, "iqa_v2_kadid10k_min": 0.69329833984375, "iqa_v2_kadid10k_max": 0.69329833984375, "iqa_v2_flive_mean": 0.7085592867148044, "iqa_v2_flive_min": 0.7085592867148044, "iqa_v2_flive_max": 0.7085592867148044, "iqa_v2_spaq_mean": 0.6259139860519256, "iqa_v2_spaq_min": 0.6259139860519256, "iqa_v2_spaq_max": 0.6259139860519256, "iqa_v2_clive_mean": 0.6546889796401516, "iqa_v2_clive_min": 0.6546889796401516, "iqa_v2_clive_max": 0.6546889796401516, "iqa_v2_koniq10k_mean": 0.6866430417455809, "iqa_v2_koniq10k_min": 0.6866430417455809, "iqa_v2_koniq10k_max": 0.6866430417455809, "imdecont": { "jpg": 0.2092151641845703 }, "imdecont_image_match": { "jpg": 221554 }, "imdecont_max": 0.2092151641845703, "imdecont_mean": 0.2092151641845703, "imdecont_min": 0.2092151641845703, "clip_score_clip_vitl14_224_prev_turn_only_min": 11.5703125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 11.5703125, "clip_score_clip_vitl14_224_prev_turn_only_max": 11.5703125, "clip_score_dfn_public_prev_turn_only_min": -1.150390625, "clip_score_dfn_public_prev_turn_only_mean": -1.150390625, "clip_score_dfn_public_prev_turn_only_max": -1.150390625, "clip_score_siglip2_b16_224_prev_turn_only_min": 7.09375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 7.09375, "clip_score_siglip2_b16_224_prev_turn_only_max": 7.09375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 11.7265625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 11.7265625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 11.7265625, "clip_score_clip_vitl14_224_next_turn_only_min": 10.6171875, "clip_score_clip_vitl14_224_next_turn_only_mean": 10.6171875, "clip_score_clip_vitl14_224_next_turn_only_max": 10.6171875, "clip_score_dfn_public_next_turn_only_min": 0.92333984375, "clip_score_dfn_public_next_turn_only_mean": 0.92333984375, "clip_score_dfn_public_next_turn_only_max": 0.92333984375, "clip_score_siglip2_b16_224_next_turn_only_min": -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": 11.71875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 11.71875, "clip_score_longclip_vitl14_224_next_turn_only_max": 11.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 12.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 12.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 12.203125, "clip_score_dfn_public_prev_and_next_turn_min": -1.404296875, "clip_score_dfn_public_prev_and_next_turn_mean": -1.404296875, "clip_score_dfn_public_prev_and_next_turn_max": -1.404296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 6.90625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 6.90625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 6.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 11.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 11.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 11.875, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 533 }, "im_width_mean": 533.0, "im_width_min": 533, "im_width_max": 533, "im_ar": { "jpg": 0.6663 }, "im_ar_mean": 0.6663, "im_ar_min": 0.6663, "im_ar_max": 0.6663, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1122.9 }, "im_clarity_mean": 1122.9, "im_clarity_min": 1122.9, "im_clarity_max": 1122.9, "im_luma": { "jpg": 77.32 }, "im_luma_mean": 77.32, "im_luma_min": 77.32, "im_luma_max": 77.32, "im_saturation": { "jpg": 64.76 }, "im_saturation_mean": 64.76, "im_saturation_min": 64.76, "im_saturation_max": 64.76, "im_entropy": { "jpg": 6.71 }, "im_entropy_mean": 6.71, "im_entropy_min": 6.71, "im_entropy_max": 6.71, "unifilter_score_qwen2_5_1_5b": 1.3740234375, "unifilter_score_qwen3_0_6b": 5.0234375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9495168411278939, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.008035467401810038, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 0.007700336374746176, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8311665058135986, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.012131254188716412, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.009119806811213493, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.4833645522594452, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5026001334190369, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.6249803900718689, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9245964288711548, "text_quality_dolma3_fasttext_score": 0.9999270439147949, "custom_fasttext_val_fasttext_score": 3.5762786865234375e-07, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 8.106231689453125e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.125, "within_sample_repetition_detection": 10.0 }, "166": { "detoxify": 0, "length_chars": 212, "length_tokens": 1885, "length_tokens_text_only": 93, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8147751393944326, "iqa_live_min": 0.8147751393944326, "iqa_live_max": 0.8147751393944326, "iqa_csiq_mean": 0.923405110836029, "iqa_csiq_min": 0.923405110836029, "iqa_csiq_max": 0.923405110836029, "iqa_tid2013_mean": 0.5836959944831001, "iqa_tid2013_min": 0.5836959944831001, "iqa_tid2013_max": 0.5836959944831001, "iqa_kadid10k_mean": 0.5704345703125, "iqa_kadid10k_min": 0.5704345703125, "iqa_kadid10k_max": 0.5704345703125, "iqa_flive_mean": 0.7266700821693498, "iqa_flive_min": 0.7266700821693498, "iqa_flive_max": 0.7266700821693498, "iqa_spaq_mean": 0.6267820416074811, "iqa_spaq_min": 0.6267820416074811, "iqa_spaq_max": 0.6267820416074811, "iqa_clive_mean": 0.6329876292835583, "iqa_clive_min": 0.6329876292835583, "iqa_clive_max": 0.6329876292835583, "iqa_koniq10k_mean": 0.6939031427556819, "iqa_koniq10k_min": 0.6939031427556819, "iqa_koniq10k_max": 0.6939031427556819, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "da", "score": 6.040184220517424e-20 }, { "lang": "tl", "score": 2.4354898079969252e-21 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9494503140449524 }, { "lang": "de", "score": 0.0029528061859309673 }, { "lang": "id", "score": 0.002570468932390213 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8147751393944326, "iqa_v2_live_min": 0.8147751393944326, "iqa_v2_live_max": 0.8147751393944326, "iqa_v2_csiq_mean": 0.923405110836029, "iqa_v2_csiq_min": 0.923405110836029, "iqa_v2_csiq_max": 0.923405110836029, "iqa_v2_tid2013_mean": 0.5836959944831001, "iqa_v2_tid2013_min": 0.5836959944831001, "iqa_v2_tid2013_max": 0.5836959944831001, "iqa_v2_kadid10k_mean": 0.5704345703125, "iqa_v2_kadid10k_min": 0.5704345703125, "iqa_v2_kadid10k_max": 0.5704345703125, "iqa_v2_flive_mean": 0.7266700821693498, "iqa_v2_flive_min": 0.7266700821693498, "iqa_v2_flive_max": 0.7266700821693498, "iqa_v2_spaq_mean": 0.6267031274660669, "iqa_v2_spaq_min": 0.6267031274660669, "iqa_v2_spaq_max": 0.6267031274660669, "iqa_v2_clive_mean": 0.6329087151421442, "iqa_v2_clive_min": 0.6329087151421442, "iqa_v2_clive_max": 0.6329087151421442, "iqa_v2_koniq10k_mean": 0.6939031427556819, "iqa_v2_koniq10k_min": 0.6939031427556819, "iqa_v2_koniq10k_max": 0.6939031427556819, "imdecont": { "jpg": 0.8618924021720886 }, "imdecont_image_match": { "jpg": 265895 }, "imdecont_max": 0.8618924021720886, "imdecont_mean": 0.8618924021720886, "imdecont_min": 0.8618924021720886, "clip_score_clip_vitl14_224_prev_turn_only_min": 38.1875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 38.1875, "clip_score_clip_vitl14_224_prev_turn_only_max": 38.1875, "clip_score_dfn_public_prev_turn_only_min": 4.84765625, "clip_score_dfn_public_prev_turn_only_mean": 4.84765625, "clip_score_dfn_public_prev_turn_only_max": 4.84765625, "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": 32.09375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 32.09375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 32.09375, "clip_score_clip_vitl14_224_next_turn_only_min": 19.9375, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.9375, "clip_score_clip_vitl14_224_next_turn_only_max": 19.9375, "clip_score_dfn_public_next_turn_only_min": 0.92041015625, "clip_score_dfn_public_next_turn_only_mean": 0.92041015625, "clip_score_dfn_public_next_turn_only_max": 0.92041015625, "clip_score_siglip2_b16_224_next_turn_only_min": -7.9296875, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.9296875, "clip_score_siglip2_b16_224_next_turn_only_max": -7.9296875, "clip_score_longclip_vitl14_224_next_turn_only_min": 18.21875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 18.21875, "clip_score_longclip_vitl14_224_next_turn_only_max": 18.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 38.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 38.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 38.1875, "clip_score_dfn_public_prev_and_next_turn_min": 4.7265625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.7265625, "clip_score_dfn_public_prev_and_next_turn_max": 4.7265625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 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": 31.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 31.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 31.953125, "im_height": { "jpg": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3870.46 }, "im_clarity_mean": 3870.46, "im_clarity_min": 3870.46, "im_clarity_max": 3870.46, "im_luma": { "jpg": 160.87 }, "im_luma_mean": 160.87, "im_luma_min": 160.87, "im_luma_max": 160.87, "im_saturation": { "jpg": 62.89 }, "im_saturation_mean": 62.89, "im_saturation_min": 62.89, "im_saturation_max": 62.89, "im_entropy": { "jpg": 7.13 }, "im_entropy_mean": 7.13, "im_entropy_min": 7.13, "im_entropy_max": 7.13, "unifilter_score_qwen2_5_1_5b": 0.626953125, "unifilter_score_qwen3_0_6b": 0.349609375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "da", "language_detection_annotation_lingua_1_score": 6.040184220517424e-20, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 2.4354898079969252e-21, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9494503140449524, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.0029528061859309673, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.002570468932390213, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7160182595252991, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.9079419374465942, "text_quality_nvidia_domain_label": "Adult", "text_quality_nvidia_domain_score": 0.9836961030960083, "text_quality_nvidia_edu_nemotron4_score": 0.11712646484375, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.03685963153839111, "text_quality_dolma3_fasttext_score": 0.01912587881088257, "custom_fasttext_val_fasttext_score": 0.00017529726028442383, "custom_fasttext_core_fasttext_score": 1.3113021850585938e-05, "custom_fasttext_val_clean_fasttext_score": 0.005487322807312012, "custom_fasttext_core_clean_fasttext_score": 0.002446889877319336, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.71875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 3.40625, "within_sample_repetition_detection": 3.0 }, "176": { "detoxify": 1, "length_chars": 124, "length_tokens": 1866, "length_tokens_text_only": 74, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7541690787883719, "iqa_live_min": 0.7541690787883719, "iqa_live_max": 0.7541690787883719, "iqa_csiq_mean": 0.931705892086029, "iqa_csiq_min": 0.931705892086029, "iqa_csiq_max": 0.931705892086029, "iqa_tid2013_mean": 0.5216571489969889, "iqa_tid2013_min": 0.5216571489969889, "iqa_tid2013_max": 0.5216571489969889, "iqa_kadid10k_mean": 0.521728515625, "iqa_kadid10k_min": 0.521728515625, "iqa_kadid10k_max": 0.521728515625, "iqa_flive_mean": 0.6870551831794508, "iqa_flive_min": 0.6870551831794508, "iqa_flive_max": 0.6870551831794508, "iqa_spaq_mean": 0.5615595037286932, "iqa_spaq_min": 0.5615595037286932, "iqa_spaq_max": 0.5615595037286932, "iqa_clive_mean": 0.57032980100073, "iqa_clive_min": 0.57032980100073, "iqa_clive_max": 0.57032980100073, "iqa_koniq10k_mean": 0.6831708195233587, "iqa_koniq10k_min": 0.6831708195233587, "iqa_koniq10k_max": 0.6831708195233587, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.943499952302695 }, { "lang": "tl", "score": 0.009681009684975329 }, { "lang": "da", "score": 0.004807343195313505 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9353126883506775 }, { "lang": "fr", "score": 0.004931524395942688 }, { "lang": "hi", "score": 0.00347368442453444 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7541690787883719, "iqa_v2_live_min": 0.7541690787883719, "iqa_v2_live_max": 0.7541690787883719, "iqa_v2_csiq_mean": 0.931705892086029, "iqa_v2_csiq_min": 0.931705892086029, "iqa_v2_csiq_max": 0.931705892086029, "iqa_v2_tid2013_mean": 0.5216571489969889, "iqa_v2_tid2013_min": 0.5216571489969889, "iqa_v2_tid2013_max": 0.5216571489969889, "iqa_v2_kadid10k_mean": 0.521728515625, "iqa_v2_kadid10k_min": 0.521728515625, "iqa_v2_kadid10k_max": 0.521728515625, "iqa_v2_flive_mean": 0.6870551831794508, "iqa_v2_flive_min": 0.6870551831794508, "iqa_v2_flive_max": 0.6870551831794508, "iqa_v2_spaq_mean": 0.5615595037286932, "iqa_v2_spaq_min": 0.5615595037286932, "iqa_v2_spaq_max": 0.5615595037286932, "iqa_v2_clive_mean": 0.5702508868593159, "iqa_v2_clive_min": 0.5702508868593159, "iqa_v2_clive_max": 0.5702508868593159, "iqa_v2_koniq10k_mean": 0.6831708195233587, "iqa_v2_koniq10k_min": 0.6831708195233587, "iqa_v2_koniq10k_max": 0.6831708195233587, "imdecont": { "jpg": 0.27234697341918945 }, "imdecont_image_match": { "jpg": 265976 }, "imdecont_max": 0.27234697341918945, "imdecont_mean": 0.27234697341918945, "imdecont_min": 0.27234697341918945, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.125, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.125, "clip_score_dfn_public_prev_turn_only_min": 3.80078125, "clip_score_dfn_public_prev_turn_only_mean": 3.80078125, "clip_score_dfn_public_prev_turn_only_max": 3.80078125, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.359375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.359375, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.359375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.8125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.8125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.8125, "clip_score_clip_vitl14_224_next_turn_only_min": 17.34375, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.34375, "clip_score_clip_vitl14_224_next_turn_only_max": 17.34375, "clip_score_dfn_public_next_turn_only_min": -0.01898193359375, "clip_score_dfn_public_next_turn_only_mean": -0.01898193359375, "clip_score_dfn_public_next_turn_only_max": -0.01898193359375, "clip_score_siglip2_b16_224_next_turn_only_min": -10.015625, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.015625, "clip_score_siglip2_b16_224_next_turn_only_max": -10.015625, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.2109375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.2109375, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.2109375, "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": 2.6640625, "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": -0.5, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.5, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.5, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.921875, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3648.6 }, "im_clarity_mean": 3648.6, "im_clarity_min": 3648.6, "im_clarity_max": 3648.6, "im_luma": { "jpg": 148.82 }, "im_luma_mean": 148.82, "im_luma_min": 148.82, "im_luma_max": 148.82, "im_saturation": { "jpg": 39.92 }, "im_saturation_mean": 39.92, "im_saturation_min": 39.92, "im_saturation_max": 39.92, "im_entropy": { "jpg": 7.42 }, "im_entropy_mean": 7.42, "im_entropy_min": 7.42, "im_entropy_max": 7.42, "unifilter_score_qwen2_5_1_5b": -0.94921875, "unifilter_score_qwen3_0_6b": -1.2734375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.943499952302695, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.009681009684975329, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 0.004807343195313505, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9353126883506775, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.004931524395942688, "language_detection_annotation_nllb_2_lan": "hi", "language_detection_annotation_nllb_2_score": 0.00347368442453444, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.25184476375579834, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.30009210109710693, "text_quality_nvidia_domain_label": "Computers_and_Electronics", "text_quality_nvidia_domain_score": 0.33493322134017944, "text_quality_nvidia_edu_nemotron4_score": 0.14306640625, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9500651955604553, "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": 0.0010409951210021973, "custom_fasttext_core_clean_fasttext_score": 6.842613220214844e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.34375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.59375, "within_sample_repetition_detection": 9.0 }, "164": { "detoxify": 0, "length_chars": 200, "length_tokens": 3419, "length_tokens_text_only": 92, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8229822101015033, "iqa_live_min": 0.8229822101015033, "iqa_live_max": 0.8229822101015033, "iqa_csiq_mean": 0.892643392086029, "iqa_csiq_min": 0.892643392086029, "iqa_csiq_max": 0.892643392086029, "iqa_tid2013_mean": 0.6164650917053223, "iqa_tid2013_min": 0.6164650917053223, "iqa_tid2013_max": 0.6164650917053223, "iqa_kadid10k_mean": 0.67681884765625, "iqa_kadid10k_min": 0.67681884765625, "iqa_kadid10k_max": 0.67681884765625, "iqa_flive_mean": 0.7410324559067235, "iqa_flive_min": 0.7410324559067235, "iqa_flive_max": 0.7410324559067235, "iqa_spaq_mean": 0.6657656274660669, "iqa_spaq_min": 0.6657656274660669, "iqa_spaq_max": 0.6657656274660669, "iqa_clive_mean": 0.6542154947916667, "iqa_clive_min": 0.6542154947916667, "iqa_clive_max": 0.6542154947916667, "iqa_koniq10k_mean": 0.7147364760890152, "iqa_koniq10k_min": 0.7147364760890152, "iqa_koniq10k_max": 0.7147364760890152, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "da", "score": 1.8309271341821145e-17 }, { "lang": "nb", "score": 6.503534588435673e-19 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.966360867023468 }, { "lang": "de", "score": 0.001463889260776341 }, { "lang": "th", "score": 0.0014498261734843254 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8229822101015033, "iqa_v2_live_min": 0.8229822101015033, "iqa_v2_live_max": 0.8229822101015033, "iqa_v2_csiq_mean": 0.892643392086029, "iqa_v2_csiq_min": 0.892643392086029, "iqa_v2_csiq_max": 0.892643392086029, "iqa_v2_tid2013_mean": 0.6164650917053223, "iqa_v2_tid2013_min": 0.6164650917053223, "iqa_v2_tid2013_max": 0.6164650917053223, "iqa_v2_kadid10k_mean": 0.67681884765625, "iqa_v2_kadid10k_min": 0.67681884765625, "iqa_v2_kadid10k_max": 0.67681884765625, "iqa_v2_flive_mean": 0.7410324559067235, "iqa_v2_flive_min": 0.7410324559067235, "iqa_v2_flive_max": 0.7410324559067235, "iqa_v2_spaq_mean": 0.6657656274660669, "iqa_v2_spaq_min": 0.6657656274660669, "iqa_v2_spaq_max": 0.6657656274660669, "iqa_v2_clive_mean": 0.6542154947916667, "iqa_v2_clive_min": 0.6542154947916667, "iqa_v2_clive_max": 0.6542154947916667, "iqa_v2_koniq10k_mean": 0.7147364760890152, "iqa_v2_koniq10k_min": 0.7147364760890152, "iqa_v2_koniq10k_max": 0.7147364760890152, "imdecont": { "jpg": 0.29126787185668945 }, "imdecont_image_match": { "jpg": 181219 }, "imdecont_max": 0.29126787185668945, "imdecont_mean": 0.29126787185668945, "imdecont_min": 0.29126787185668945, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.6875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.6875, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.6875, "clip_score_dfn_public_prev_turn_only_min": 1.9560546875, "clip_score_dfn_public_prev_turn_only_mean": 1.9560546875, "clip_score_dfn_public_prev_turn_only_max": 1.9560546875, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.6875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.6875, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.6875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.171875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.171875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.171875, "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": 0.5927734375, "clip_score_dfn_public_next_turn_only_mean": 0.5927734375, "clip_score_dfn_public_next_turn_only_max": 0.5927734375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.078125, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.078125, "clip_score_siglip2_b16_224_next_turn_only_max": -9.078125, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.34375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.34375, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.59375, "clip_score_dfn_public_prev_and_next_turn_min": 1.400390625, "clip_score_dfn_public_prev_and_next_turn_mean": 1.400390625, "clip_score_dfn_public_prev_and_next_turn_max": 1.400390625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.53125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.171875, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 573 }, "im_width_mean": 573.0, "im_width_min": 573, "im_width_max": 573, "im_ar": { "jpg": 0.7163 }, "im_ar_mean": 0.7163, "im_ar_min": 0.7163, "im_ar_max": 0.7163, "im_kilobytes": { "jpg": 1342.97 }, "im_kilobytes_mean": 1342.97, "im_kilobytes_min": 1342.97, "im_kilobytes_max": 1342.97, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3535.22 }, "im_clarity_mean": 3535.22, "im_clarity_min": 3535.22, "im_clarity_max": 3535.22, "im_luma": { "jpg": 133.58 }, "im_luma_mean": 133.58, "im_luma_min": 133.58, "im_luma_max": 133.58, "im_saturation": { "jpg": 76.94 }, "im_saturation_mean": 76.94, "im_saturation_min": 76.94, "im_saturation_max": 76.94, "im_entropy": { "jpg": 6.98 }, "im_entropy_mean": 6.98, "im_entropy_min": 6.98, "im_entropy_max": 6.98, "unifilter_score_qwen2_5_1_5b": 0.0699462890625, "unifilter_score_qwen3_0_6b": -1.3232421875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "da", "language_detection_annotation_lingua_1_score": 1.8309271341821145e-17, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 6.503534588435673e-19, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.966360867023468, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.001463889260776341, "language_detection_annotation_nllb_2_lan": "th", "language_detection_annotation_nllb_2_score": 0.0014498261734843254, "text_quality_weborganizer_topic_label": "Crime & Law", "text_quality_weborganizer_topic_score": 0.32678940892219543, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.6167495846748352, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.39353978633880615, "text_quality_nvidia_edu_nemotron4_score": 0.02874755859375, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0005241036415100098, "custom_fasttext_core_fasttext_score": 0.0002944469451904297, "custom_fasttext_val_clean_fasttext_score": 0.009426236152648926, "custom_fasttext_core_clean_fasttext_score": 0.006855368614196777, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 8.0 }, "169": { "detoxify": 0, "length_chars": 134, "length_tokens": 1870, "length_tokens_text_only": 78, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8513913010105942, "iqa_live_min": 0.8513913010105942, "iqa_live_max": 0.8513913010105942, "iqa_csiq_mean": 0.936100423336029, "iqa_csiq_min": 0.936100423336029, "iqa_csiq_max": 0.936100423336029, "iqa_tid2013_mean": 0.7037046750386555, "iqa_tid2013_min": 0.7037046750386555, "iqa_tid2013_max": 0.7037046750386555, "iqa_kadid10k_mean": 0.7415771484375, "iqa_kadid10k_min": 0.7415771484375, "iqa_kadid10k_max": 0.7415771484375, "iqa_flive_mean": 0.7307736175228852, "iqa_flive_min": 0.7307736175228852, "iqa_flive_max": 0.7307736175228852, "iqa_spaq_mean": 0.7225838092842488, "iqa_spaq_min": 0.7225838092842488, "iqa_spaq_max": 0.7225838092842488, "iqa_clive_mean": 0.6669995857007577, "iqa_clive_min": 0.6669995857007577, "iqa_clive_max": 0.6669995857007577, "iqa_koniq10k_mean": 0.7308349609375001, "iqa_koniq10k_min": 0.7308349609375001, "iqa_koniq10k_max": 0.7308349609375001, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9408037911127891 }, { "lang": "tl", "score": 0.01123500328569604 }, { "lang": "da", "score": 0.006870232759232173 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9302418231964111 }, { "lang": "fr", "score": 0.005590884014964104 }, { "lang": "nl", "score": 0.003697442589327693 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8513913010105942, "iqa_v2_live_min": 0.8513913010105942, "iqa_v2_live_max": 0.8513913010105942, "iqa_v2_csiq_mean": 0.936100423336029, "iqa_v2_csiq_min": 0.936100423336029, "iqa_v2_csiq_max": 0.936100423336029, "iqa_v2_tid2013_mean": 0.7035961680942111, "iqa_v2_tid2013_min": 0.7035961680942111, "iqa_v2_tid2013_max": 0.7035961680942111, "iqa_v2_kadid10k_mean": 0.74151611328125, "iqa_v2_kadid10k_min": 0.74151611328125, "iqa_v2_kadid10k_max": 0.74151611328125, "iqa_v2_flive_mean": 0.7307736175228852, "iqa_v2_flive_min": 0.7307736175228852, "iqa_v2_flive_max": 0.7307736175228852, "iqa_v2_spaq_mean": 0.7225838092842488, "iqa_v2_spaq_min": 0.7225838092842488, "iqa_v2_spaq_max": 0.7225838092842488, "iqa_v2_clive_mean": 0.6669995857007577, "iqa_v2_clive_min": 0.6669995857007577, "iqa_v2_clive_max": 0.6669995857007577, "iqa_v2_koniq10k_mean": 0.7308349609375001, "iqa_v2_koniq10k_min": 0.7308349609375001, "iqa_v2_koniq10k_max": 0.7308349609375001, "imdecont": { "jpg": 0.41639411449432373 }, "imdecont_image_match": { "jpg": 265975 }, "imdecont_max": 0.41639411449432373, "imdecont_mean": 0.41639411449432373, "imdecont_min": 0.41639411449432373, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.296875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.296875, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.296875, "clip_score_dfn_public_prev_turn_only_min": 1.8203125, "clip_score_dfn_public_prev_turn_only_mean": 1.8203125, "clip_score_dfn_public_prev_turn_only_max": 1.8203125, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.75, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.75, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.75, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.921875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.921875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.921875, "clip_score_clip_vitl14_224_next_turn_only_min": 17.890625, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.890625, "clip_score_clip_vitl14_224_next_turn_only_max": 17.890625, "clip_score_dfn_public_next_turn_only_min": 1.646484375, "clip_score_dfn_public_next_turn_only_mean": 1.646484375, "clip_score_dfn_public_next_turn_only_max": 1.646484375, "clip_score_siglip2_b16_224_next_turn_only_min": -10.046875, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.046875, "clip_score_siglip2_b16_224_next_turn_only_max": -10.046875, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.78125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.78125, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.53125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.53125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.53125, "clip_score_dfn_public_prev_and_next_turn_min": 1.599609375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.599609375, "clip_score_dfn_public_prev_and_next_turn_max": 1.599609375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.546875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.546875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.921875, "im_height": { "jpg": 365 }, "im_height_mean": 365.0, "im_height_min": 365, "im_height_max": 365, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5068 }, "im_ar_mean": 1.5068, "im_ar_min": 1.5068, "im_ar_max": 1.5068, "im_kilobytes": { "jpg": 588.13 }, "im_kilobytes_mean": 588.13, "im_kilobytes_min": 588.13, "im_kilobytes_max": 588.13, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4364.52 }, "im_clarity_mean": 4364.52, "im_clarity_min": 4364.52, "im_clarity_max": 4364.52, "im_luma": { "jpg": 162.68 }, "im_luma_mean": 162.68, "im_luma_min": 162.68, "im_luma_max": 162.68, "im_saturation": { "jpg": 108.76 }, "im_saturation_mean": 108.76, "im_saturation_min": 108.76, "im_saturation_max": 108.76, "im_entropy": { "jpg": 7.5 }, "im_entropy_mean": 7.5, "im_entropy_min": 7.5, "im_entropy_max": 7.5, "unifilter_score_qwen2_5_1_5b": 0.78515625, "unifilter_score_qwen3_0_6b": 1.283203125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9408037911127891, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.01123500328569604, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 0.006870232759232173, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9302418231964111, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.005590884014964104, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.003697442589327693, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.3176778256893158, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.44252362847328186, "text_quality_nvidia_domain_label": "Adult", "text_quality_nvidia_domain_score": 0.4794231057167053, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9313040971755981, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 2.0265579223632812e-06, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0030791163444519043, "custom_fasttext_core_clean_fasttext_score": 0.0006985664367675781, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.96875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.28125, "within_sample_repetition_detection": 3.0 }, "160": { "detoxify": 0, "length_chars": 118, "length_tokens": 3401, "length_tokens_text_only": 74, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7849455939398872, "iqa_live_min": 0.7849455939398872, "iqa_live_max": 0.7849455939398872, "iqa_csiq_mean": 0.858707845211029, "iqa_csiq_min": 0.858707845211029, "iqa_csiq_max": 0.858707845211029, "iqa_tid2013_mean": 0.5164895057678223, "iqa_tid2013_min": 0.5164895057678223, "iqa_tid2013_max": 0.5164895057678223, "iqa_kadid10k_mean": 0.7041015625, "iqa_kadid10k_min": 0.7041015625, "iqa_kadid10k_max": 0.7041015625, "iqa_flive_mean": 0.7420583397451074, "iqa_flive_min": 0.7420583397451074, "iqa_flive_max": 0.7420583397451074, "iqa_spaq_mean": 0.8329057789812185, "iqa_spaq_min": 0.8329057789812185, "iqa_spaq_max": 0.8329057789812185, "iqa_clive_mean": 0.8032053937815657, "iqa_clive_min": 0.8032053937815657, "iqa_clive_max": 0.8032053937815657, "iqa_koniq10k_mean": 0.7156834457859849, "iqa_koniq10k_min": 0.7156834457859849, "iqa_koniq10k_max": 0.7156834457859849, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9311119626938298 }, { "lang": "tl", "score": 0.00943416508277759 }, { "lang": "nb", "score": 0.00819137168677878 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9487197399139404 }, { "lang": "fr", "score": 0.004818324465304613 }, { "lang": "de", "score": 0.004291432444006205 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7849455939398872, "iqa_v2_live_min": 0.7849455939398872, "iqa_v2_live_max": 0.7849455939398872, "iqa_v2_csiq_mean": 0.858707845211029, "iqa_v2_csiq_min": 0.858707845211029, "iqa_v2_csiq_max": 0.858707845211029, "iqa_v2_tid2013_mean": 0.5165030691358778, "iqa_v2_tid2013_min": 0.5165030691358778, "iqa_v2_tid2013_max": 0.5165030691358778, "iqa_v2_kadid10k_mean": 0.704132080078125, "iqa_v2_kadid10k_min": 0.704132080078125, "iqa_v2_kadid10k_max": 0.704132080078125, "iqa_v2_flive_mean": 0.7419794256036932, "iqa_v2_flive_min": 0.7419794256036932, "iqa_v2_flive_max": 0.7419794256036932, "iqa_v2_spaq_mean": 0.8329057789812185, "iqa_v2_spaq_min": 0.8329057789812185, "iqa_v2_spaq_max": 0.8329057789812185, "iqa_v2_clive_mean": 0.8032053937815657, "iqa_v2_clive_min": 0.8032053937815657, "iqa_v2_clive_max": 0.8032053937815657, "iqa_v2_koniq10k_mean": 0.7153677892203284, "iqa_v2_koniq10k_min": 0.7153677892203284, "iqa_v2_koniq10k_max": 0.7153677892203284, "imdecont": { "jpg": 0.26629555225372314 }, "imdecont_image_match": { "jpg": 265934 }, "imdecont_max": 0.26629555225372314, "imdecont_mean": 0.26629555225372314, "imdecont_min": 0.26629555225372314, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.640625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.640625, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.640625, "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": 2.828125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.828125, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.828125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.78125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.78125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.78125, "clip_score_clip_vitl14_224_next_turn_only_min": 18.1875, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.1875, "clip_score_clip_vitl14_224_next_turn_only_max": 18.1875, "clip_score_dfn_public_next_turn_only_min": -0.251708984375, "clip_score_dfn_public_next_turn_only_mean": -0.251708984375, "clip_score_dfn_public_next_turn_only_max": -0.251708984375, "clip_score_siglip2_b16_224_next_turn_only_min": -8.8203125, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.8203125, "clip_score_siglip2_b16_224_next_turn_only_max": -8.8203125, "clip_score_longclip_vitl14_224_next_turn_only_min": 18.140625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 18.140625, "clip_score_longclip_vitl14_224_next_turn_only_max": 18.140625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.921875, "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": 2.5, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.5, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.5, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.21875, "im_height": { "jpg": 455 }, "im_height_mean": 455.0, "im_height_min": 455, "im_height_max": 455, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.2088 }, "im_ar_mean": 1.2088, "im_ar_min": 1.2088, "im_ar_max": 1.2088, "im_kilobytes": { "jpg": 733.15 }, "im_kilobytes_mean": 733.15, "im_kilobytes_min": 733.15, "im_kilobytes_max": 733.15, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5234.58 }, "im_clarity_mean": 5234.58, "im_clarity_min": 5234.58, "im_clarity_max": 5234.58, "im_luma": { "jpg": 142.53 }, "im_luma_mean": 142.53, "im_luma_min": 142.53, "im_luma_max": 142.53, "im_saturation": { "jpg": 50.41 }, "im_saturation_mean": 50.41, "im_saturation_min": 50.41, "im_saturation_max": 50.41, "im_entropy": { "jpg": 7.66 }, "im_entropy_mean": 7.66, "im_entropy_min": 7.66, "im_entropy_max": 7.66, "unifilter_score_qwen2_5_1_5b": -0.70654296875, "unifilter_score_qwen3_0_6b": 2.412109375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9311119626938298, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.00943416508277759, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 0.00819137168677878, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9487197399139404, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.004818324465304613, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.004291432444006205, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.8642302751541138, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.8030626177787781, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9971852898597717, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9989377856254578, "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": 0.00016033649444580078, "custom_fasttext_core_clean_fasttext_score": 5.0067901611328125e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 7.0 }, "177": { "detoxify": 0, "length_chars": 142, "length_tokens": 1866, "length_tokens_text_only": 75, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8275592303035235, "iqa_live_min": 0.8275592303035235, "iqa_live_max": 0.8275592303035235, "iqa_csiq_mean": 0.963444173336029, "iqa_csiq_min": 0.963444173336029, "iqa_csiq_max": 0.963444173336029, "iqa_tid2013_mean": 0.6789650917053223, "iqa_tid2013_min": 0.6789650917053223, "iqa_tid2013_max": 0.6789650917053223, "iqa_kadid10k_mean": 0.85205078125, "iqa_kadid10k_min": 0.85205078125, "iqa_kadid10k_max": 0.85205078125, "iqa_flive_mean": 0.7249339710582386, "iqa_flive_min": 0.7249339710582386, "iqa_flive_max": 0.7249339710582386, "iqa_spaq_mean": 0.7988148698903094, "iqa_spaq_min": 0.7988148698903094, "iqa_spaq_max": 0.7988148698903094, "iqa_clive_mean": 0.7844238281250001, "iqa_clive_min": 0.7844238281250001, "iqa_clive_max": 0.7844238281250001, "iqa_koniq10k_mean": 0.7071607185132577, "iqa_koniq10k_min": 0.7071607185132577, "iqa_koniq10k_max": 0.7071607185132577, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9853101637492272 }, { "lang": "tl", "score": 0.0038861036895398264 }, { "lang": "de", "score": 0.0022473726886141692 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7753326892852783 }, { "lang": "de", "score": 0.012594026513397694 }, { "lang": "pt", "score": 0.012169928289949894 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8275592303035235, "iqa_v2_live_min": 0.8275592303035235, "iqa_v2_live_max": 0.8275592303035235, "iqa_v2_csiq_mean": 0.963444173336029, "iqa_v2_csiq_min": 0.963444173336029, "iqa_v2_csiq_max": 0.963444173336029, "iqa_v2_tid2013_mean": 0.6789650917053223, "iqa_v2_tid2013_min": 0.6789650917053223, "iqa_v2_tid2013_max": 0.6789650917053223, "iqa_v2_kadid10k_mean": 0.8521728515625, "iqa_v2_kadid10k_min": 0.8521728515625, "iqa_v2_kadid10k_max": 0.8521728515625, "iqa_v2_flive_mean": 0.7249339710582386, "iqa_v2_flive_min": 0.7249339710582386, "iqa_v2_flive_max": 0.7249339710582386, "iqa_v2_spaq_mean": 0.7988148698903094, "iqa_v2_spaq_min": 0.7988148698903094, "iqa_v2_spaq_max": 0.7988148698903094, "iqa_v2_clive_mean": 0.7844238281250001, "iqa_v2_clive_min": 0.7844238281250001, "iqa_v2_clive_max": 0.7844238281250001, "iqa_v2_koniq10k_mean": 0.7071607185132577, "iqa_v2_koniq10k_min": 0.7071607185132577, "iqa_v2_koniq10k_max": 0.7071607185132577, "imdecont": { "jpg": 0.37580424547195435 }, "imdecont_image_match": { "jpg": 108240 }, "imdecont_max": 0.37580424547195435, "imdecont_mean": 0.37580424547195435, "imdecont_min": 0.37580424547195435, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.25, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.25, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.25, "clip_score_dfn_public_prev_turn_only_min": 3.0078125, "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": 4.734375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.734375, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.734375, "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": 16.578125, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.578125, "clip_score_clip_vitl14_224_next_turn_only_max": 16.578125, "clip_score_dfn_public_next_turn_only_min": 0.468505859375, "clip_score_dfn_public_next_turn_only_mean": 0.468505859375, "clip_score_dfn_public_next_turn_only_max": 0.468505859375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.796875, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.796875, "clip_score_siglip2_b16_224_next_turn_only_max": -9.796875, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.1015625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.1015625, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.1015625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.21875, "clip_score_dfn_public_prev_and_next_turn_min": 2.63671875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.63671875, "clip_score_dfn_public_prev_and_next_turn_max": 2.63671875, "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": 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": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3856.75 }, "im_clarity_mean": 3856.75, "im_clarity_min": 3856.75, "im_clarity_max": 3856.75, "im_luma": { "jpg": 125.52 }, "im_luma_mean": 125.52, "im_luma_min": 125.52, "im_luma_max": 125.52, "im_saturation": { "jpg": 113.16 }, "im_saturation_mean": 113.16, "im_saturation_min": 113.16, "im_saturation_max": 113.16, "im_entropy": { "jpg": 7.37 }, "im_entropy_mean": 7.37, "im_entropy_min": 7.37, "im_entropy_max": 7.37, "unifilter_score_qwen2_5_1_5b": -0.70703125, "unifilter_score_qwen3_0_6b": 5.12109375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9853101637492272, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.0038861036895398264, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 0.0022473726886141692, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7753326892852783, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.012594026513397694, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.012169928289949894, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.31536173820495605, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.4675647020339966, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.8046836853027344, "text_quality_nvidia_edu_nemotron4_score": 0.344970703125, "text_quality_nvidia_edu_mixtral_score": 0.07049560546875, "text_quality_dclmbaseline_fasttext_score": 0.7772783637046814, "text_quality_dolma3_fasttext_score": 1.1920928955078125e-06, "custom_fasttext_val_fasttext_score": 2.6226043701171875e-06, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0004584789276123047, "custom_fasttext_core_clean_fasttext_score": 1.0132789611816406e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 9.0 }, "168": { "detoxify": 0, "length_chars": 157, "length_tokens": 3417, "length_tokens_text_only": 89, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8381337252530184, "iqa_live_min": 0.8381337252530184, "iqa_live_max": 0.8381337252530184, "iqa_csiq_mean": 0.881412923336029, "iqa_csiq_min": 0.881412923336029, "iqa_csiq_max": 0.881412923336029, "iqa_tid2013_mean": 0.6154885292053223, "iqa_tid2013_min": 0.6154885292053223, "iqa_tid2013_max": 0.6154885292053223, "iqa_kadid10k_mean": 0.591644287109375, "iqa_kadid10k_min": 0.591644287109375, "iqa_kadid10k_max": 0.591644287109375, "iqa_flive_mean": 0.7363765215632893, "iqa_flive_min": 0.7363765215632893, "iqa_flive_max": 0.7363765215632893, "iqa_spaq_mean": 0.6549543900923296, "iqa_spaq_min": 0.6549543900923296, "iqa_spaq_max": 0.6549543900923296, "iqa_clive_mean": 0.6655791311553031, "iqa_clive_min": 0.6655791311553031, "iqa_clive_max": 0.6655791311553031, "iqa_koniq10k_mean": 0.7040041528566919, "iqa_koniq10k_min": 0.7040041528566919, "iqa_koniq10k_max": 0.7040041528566919, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.925823208889783 }, { "lang": "tl", "score": 0.01958106670264363 }, { "lang": "fr", "score": 0.010733641457112945 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9301660060882568 }, { "lang": "fr", "score": 0.005351840518414974 }, { "lang": "ru", "score": 0.005026251543313265 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.8381337252530184, "iqa_v2_live_min": 0.8381337252530184, "iqa_v2_live_max": 0.8381337252530184, "iqa_v2_csiq_mean": 0.881412923336029, "iqa_v2_csiq_min": 0.881412923336029, "iqa_v2_csiq_max": 0.881412923336029, "iqa_v2_tid2013_mean": 0.6155970361497667, "iqa_v2_tid2013_min": 0.6155970361497667, "iqa_v2_tid2013_max": 0.6155970361497667, "iqa_v2_kadid10k_mean": 0.591705322265625, "iqa_v2_kadid10k_min": 0.591705322265625, "iqa_v2_kadid10k_max": 0.591705322265625, "iqa_v2_flive_mean": 0.7363765215632893, "iqa_v2_flive_min": 0.7363765215632893, "iqa_v2_flive_max": 0.7363765215632893, "iqa_v2_spaq_mean": 0.6550333042337437, "iqa_v2_spaq_min": 0.6550333042337437, "iqa_v2_spaq_max": 0.6550333042337437, "iqa_v2_clive_mean": 0.6655791311553031, "iqa_v2_clive_min": 0.6655791311553031, "iqa_v2_clive_max": 0.6655791311553031, "iqa_v2_koniq10k_mean": 0.7040041528566919, "iqa_v2_koniq10k_min": 0.7040041528566919, "iqa_v2_koniq10k_max": 0.7040041528566919, "imdecont": { "jpg": 0.2702854871749878 }, "imdecont_image_match": { "jpg": 265698 }, "imdecont_max": 0.2702854871749878, "imdecont_mean": 0.2702854871749878, "imdecont_min": 0.2702854871749878, "clip_score_clip_vitl14_224_prev_turn_only_min": 14.796875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 14.796875, "clip_score_clip_vitl14_224_prev_turn_only_max": 14.796875, "clip_score_dfn_public_prev_turn_only_min": -0.478271484375, "clip_score_dfn_public_prev_turn_only_mean": -0.478271484375, "clip_score_dfn_public_prev_turn_only_max": -0.478271484375, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.328125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.328125, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.328125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 16.34375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 16.34375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 16.34375, "clip_score_clip_vitl14_224_next_turn_only_min": 9.7890625, "clip_score_clip_vitl14_224_next_turn_only_mean": 9.7890625, "clip_score_clip_vitl14_224_next_turn_only_max": 9.7890625, "clip_score_dfn_public_next_turn_only_min": 0.10308837890625, "clip_score_dfn_public_next_turn_only_mean": 0.10308837890625, "clip_score_dfn_public_next_turn_only_max": 0.10308837890625, "clip_score_siglip2_b16_224_next_turn_only_min": -7.7578125, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.7578125, "clip_score_siglip2_b16_224_next_turn_only_max": -7.7578125, "clip_score_longclip_vitl14_224_next_turn_only_min": 11.8046875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 11.8046875, "clip_score_longclip_vitl14_224_next_turn_only_max": 11.8046875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 14.1328125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 14.1328125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 14.1328125, "clip_score_dfn_public_prev_and_next_turn_min": -0.249755859375, "clip_score_dfn_public_prev_and_next_turn_mean": -0.249755859375, "clip_score_dfn_public_prev_and_next_turn_max": -0.249755859375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 16.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 16.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 16.171875, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 600 }, "im_width_mean": 600.0, "im_width_min": 600, "im_width_max": 600, "im_ar": { "jpg": 0.75 }, "im_ar_mean": 0.75, "im_ar_min": 0.75, "im_ar_max": 0.75, "im_kilobytes": { "jpg": 1406.25 }, "im_kilobytes_mean": 1406.25, "im_kilobytes_min": 1406.25, "im_kilobytes_max": 1406.25, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2267.27 }, "im_clarity_mean": 2267.27, "im_clarity_min": 2267.27, "im_clarity_max": 2267.27, "im_luma": { "jpg": 166.77 }, "im_luma_mean": 166.77, "im_luma_min": 166.77, "im_luma_max": 166.77, "im_saturation": { "jpg": 85.17 }, "im_saturation_mean": 85.17, "im_saturation_min": 85.17, "im_saturation_max": 85.17, "im_entropy": { "jpg": 7.28 }, "im_entropy_mean": 7.28, "im_entropy_min": 7.28, "im_entropy_max": 7.28, "unifilter_score_qwen2_5_1_5b": -0.0108184814453125, "unifilter_score_qwen3_0_6b": -1.416015625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.925823208889783, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.01958106670264363, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 0.010733641457112945, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9301660060882568, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.005351840518414974, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.005026251543313265, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.9466820955276489, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.7346857190132141, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.7622776031494141, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.8728053569793701, "text_quality_dolma3_fasttext_score": 0.027747631072998047, "custom_fasttext_val_fasttext_score": 2.384185791015625e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0002866387367248535, "custom_fasttext_core_clean_fasttext_score": 0.0005210041999816895, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.625, "within_sample_repetition_detection": 4.0 }, "162": { "detoxify": 0, "length_chars": 135, "length_tokens": 1873, "length_tokens_text_only": 81, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7953622606065538, "iqa_live_min": 0.7953622606065538, "iqa_live_max": 0.7953622606065538, "iqa_csiq_mean": 0.841618001461029, "iqa_csiq_min": 0.841618001461029, "iqa_csiq_max": 0.841618001461029, "iqa_tid2013_mean": 0.5488652653164333, "iqa_tid2013_min": 0.5488652653164333, "iqa_tid2013_max": 0.5488652653164333, "iqa_kadid10k_mean": 0.5491943359375, "iqa_kadid10k_min": 0.5491943359375, "iqa_kadid10k_max": 0.5491943359375, "iqa_flive_mean": 0.708914400351168, "iqa_flive_min": 0.708914400351168, "iqa_flive_max": 0.708914400351168, "iqa_spaq_mean": 0.724951233526673, "iqa_spaq_min": 0.724951233526673, "iqa_spaq_max": 0.724951233526673, "iqa_clive_mean": 0.6853076665088385, "iqa_clive_min": 0.6853076665088385, "iqa_clive_max": 0.6853076665088385, "iqa_koniq10k_mean": 0.6784359710385102, "iqa_koniq10k_min": 0.6784359710385102, "iqa_koniq10k_max": 0.6784359710385102, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9395224432637955 }, { "lang": "tl", "score": 0.01125570017796753 }, { "lang": "la", "score": 0.009823765916013066 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8946434259414673 }, { "lang": "fr", "score": 0.0061051747761666775 }, { "lang": "id", "score": 0.005195674952119589 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7953622606065538, "iqa_v2_live_min": 0.7953622606065538, "iqa_v2_live_max": 0.7953622606065538, "iqa_v2_csiq_mean": 0.841618001461029, "iqa_v2_csiq_min": 0.841618001461029, "iqa_v2_csiq_max": 0.841618001461029, "iqa_v2_tid2013_mean": 0.5489195187886555, "iqa_v2_tid2013_min": 0.5489195187886555, "iqa_v2_tid2013_max": 0.5489195187886555, "iqa_v2_kadid10k_mean": 0.54925537109375, "iqa_v2_kadid10k_min": 0.54925537109375, "iqa_v2_kadid10k_max": 0.54925537109375, "iqa_v2_flive_mean": 0.7089538574218751, "iqa_v2_flive_min": 0.7089538574218751, "iqa_v2_flive_max": 0.7089538574218751, "iqa_v2_spaq_mean": 0.7251090618095013, "iqa_v2_spaq_min": 0.7251090618095013, "iqa_v2_spaq_max": 0.7251090618095013, "iqa_v2_clive_mean": 0.6853076665088385, "iqa_v2_clive_min": 0.6853076665088385, "iqa_v2_clive_max": 0.6853076665088385, "iqa_v2_koniq10k_mean": 0.6784359710385102, "iqa_v2_koniq10k_min": 0.6784359710385102, "iqa_v2_koniq10k_max": 0.6784359710385102, "imdecont": { "jpg": 0.3932797908782959 }, "imdecont_image_match": { "jpg": 181131 }, "imdecont_max": 0.3932797908782959, "imdecont_mean": 0.3932797908782959, "imdecont_min": 0.3932797908782959, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.765625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.765625, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.765625, "clip_score_dfn_public_prev_turn_only_min": 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": 6.09375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 6.09375, "clip_score_siglip2_b16_224_prev_turn_only_max": 6.09375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.46875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.46875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.46875, "clip_score_clip_vitl14_224_next_turn_only_min": 17.21875, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.21875, "clip_score_clip_vitl14_224_next_turn_only_max": 17.21875, "clip_score_dfn_public_next_turn_only_min": -1.04296875, "clip_score_dfn_public_next_turn_only_mean": -1.04296875, "clip_score_dfn_public_next_turn_only_max": -1.04296875, "clip_score_siglip2_b16_224_next_turn_only_min": -10.8828125, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.8828125, "clip_score_siglip2_b16_224_next_turn_only_max": -10.8828125, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.78125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.78125, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.203125, "clip_score_dfn_public_prev_and_next_turn_min": 2.845703125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.845703125, "clip_score_dfn_public_prev_and_next_turn_max": 2.845703125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 6.359375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 6.359375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 6.359375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 28.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.296875, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4676.34 }, "im_clarity_mean": 4676.34, "im_clarity_min": 4676.34, "im_clarity_max": 4676.34, "im_luma": { "jpg": 134.9 }, "im_luma_mean": 134.9, "im_luma_min": 134.9, "im_luma_max": 134.9, "im_saturation": { "jpg": 55.5 }, "im_saturation_mean": 55.5, "im_saturation_min": 55.5, "im_saturation_max": 55.5, "im_entropy": { "jpg": 7.54 }, "im_entropy_mean": 7.54, "im_entropy_min": 7.54, "im_entropy_max": 7.54, "unifilter_score_qwen2_5_1_5b": -0.61474609375, "unifilter_score_qwen3_0_6b": 1.0068359375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9395224432637955, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.01125570017796753, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.009823765916013066, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8946434259414673, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.0061051747761666775, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.005195674952119589, "text_quality_weborganizer_topic_label": "Religion", "text_quality_weborganizer_topic_score": 0.6119683980941772, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.5251350998878479, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9972785115242004, "text_quality_nvidia_edu_nemotron4_score": 0.475830078125, "text_quality_nvidia_edu_mixtral_score": 0.413330078125, "text_quality_dclmbaseline_fasttext_score": 0.9561910629272461, "text_quality_dolma3_fasttext_score": 0.5879949927330017, "custom_fasttext_val_fasttext_score": 9.739398956298828e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0013208389282226562, "custom_fasttext_core_clean_fasttext_score": 3.0040740966796875e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.78125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.96875, "within_sample_repetition_detection": 6.0 }, "181": { "detoxify": 1, "length_chars": 256, "length_tokens": 1900, "length_tokens_text_only": 109, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7352296848489781, "iqa_live_min": 0.7352296848489781, "iqa_live_max": 0.7352296848489781, "iqa_csiq_mean": 0.873844563961029, "iqa_csiq_min": 0.873844563961029, "iqa_csiq_max": 0.873844563961029, "iqa_tid2013_mean": 0.5890128347608777, "iqa_tid2013_min": 0.5890128347608777, "iqa_tid2013_max": 0.5890128347608777, "iqa_kadid10k_mean": 0.74444580078125, "iqa_kadid10k_min": 0.74444580078125, "iqa_kadid10k_max": 0.74444580078125, "iqa_flive_mean": 0.688830751361269, "iqa_flive_min": 0.688830751361269, "iqa_flive_max": 0.688830751361269, "iqa_spaq_mean": 0.5974259810014205, "iqa_spaq_min": 0.5974259810014205, "iqa_spaq_max": 0.5974259810014205, "iqa_clive_mean": 0.5973973515057805, "iqa_clive_min": 0.5973973515057805, "iqa_clive_max": 0.5973973515057805, "iqa_koniq10k_mean": 0.6460811730587122, "iqa_koniq10k_min": 0.6460811730587122, "iqa_koniq10k_max": 0.6460811730587122, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 2.0947810121377294e-34 }, { "lang": "da", "score": 1.1299347084762558e-34 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9945481419563293 }, { "lang": "id", "score": 0.00040257934597320855 }, { "lang": "nl", "score": 0.0003419001295696944 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.7352296848489781, "iqa_v2_live_min": 0.7352296848489781, "iqa_v2_live_max": 0.7352296848489781, "iqa_v2_csiq_mean": 0.873844563961029, "iqa_v2_csiq_min": 0.873844563961029, "iqa_v2_csiq_max": 0.873844563961029, "iqa_v2_tid2013_mean": 0.5890128347608777, "iqa_v2_tid2013_min": 0.5890128347608777, "iqa_v2_tid2013_max": 0.5890128347608777, "iqa_v2_kadid10k_mean": 0.7445068359375, "iqa_v2_kadid10k_min": 0.7445068359375, "iqa_v2_kadid10k_max": 0.7445068359375, "iqa_v2_flive_mean": 0.688830751361269, "iqa_v2_flive_min": 0.688830751361269, "iqa_v2_flive_max": 0.688830751361269, "iqa_v2_spaq_mean": 0.5974259810014205, "iqa_v2_spaq_min": 0.5974259810014205, "iqa_v2_spaq_max": 0.5974259810014205, "iqa_v2_clive_mean": 0.5973973515057805, "iqa_v2_clive_min": 0.5973973515057805, "iqa_v2_clive_max": 0.5973973515057805, "iqa_v2_koniq10k_mean": 0.6460811730587122, "iqa_v2_koniq10k_min": 0.6460811730587122, "iqa_v2_koniq10k_max": 0.6460811730587122, "imdecont": { "jpg": 0.4032180905342102 }, "imdecont_image_match": { "jpg": 262301 }, "imdecont_max": 0.4032180905342102, "imdecont_mean": 0.4032180905342102, "imdecont_min": 0.4032180905342102, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.3125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.3125, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.3125, "clip_score_dfn_public_prev_turn_only_min": 3.69921875, "clip_score_dfn_public_prev_turn_only_mean": 3.69921875, "clip_score_dfn_public_prev_turn_only_max": 3.69921875, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.328125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.328125, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.328125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.859375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.859375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.859375, "clip_score_clip_vitl14_224_next_turn_only_min": 19.296875, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.296875, "clip_score_clip_vitl14_224_next_turn_only_max": 19.296875, "clip_score_dfn_public_next_turn_only_min": 1.4921875, "clip_score_dfn_public_next_turn_only_mean": 1.4921875, "clip_score_dfn_public_next_turn_only_max": 1.4921875, "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": 18.21875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 18.21875, "clip_score_longclip_vitl14_224_next_turn_only_max": 18.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.421875, "clip_score_dfn_public_prev_and_next_turn_min": 3.857421875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.857421875, "clip_score_dfn_public_prev_and_next_turn_max": 3.857421875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.25, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.25, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.734375, "im_height": { "jpg": 533 }, "im_height_mean": 533.0, "im_height_min": 533, "im_height_max": 533, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.5009 }, "im_ar_mean": 1.5009, "im_ar_min": 1.5009, "im_ar_max": 1.5009, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3878.54 }, "im_clarity_mean": 3878.54, "im_clarity_min": 3878.54, "im_clarity_max": 3878.54, "im_luma": { "jpg": 73.38 }, "im_luma_mean": 73.38, "im_luma_min": 73.38, "im_luma_max": 73.38, "im_saturation": { "jpg": 117.43 }, "im_saturation_mean": 117.43, "im_saturation_min": 117.43, "im_saturation_max": 117.43, "im_entropy": { "jpg": 6.79 }, "im_entropy_mean": 6.79, "im_entropy_min": 6.79, "im_entropy_max": 6.79, "unifilter_score_qwen2_5_1_5b": 1.7861328125, "unifilter_score_qwen3_0_6b": 0.6611328125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.0947810121377294e-34, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 1.1299347084762558e-34, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9945481419563293, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.00040257934597320855, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.0003419001295696944, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.8447058200836182, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.24924571812152863, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.999734103679657, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.47761499881744385, "text_quality_dolma3_fasttext_score": 0.9982038140296936, "custom_fasttext_val_fasttext_score": 0.01626032590866089, "custom_fasttext_core_fasttext_score": 0.003926217555999756, "custom_fasttext_val_clean_fasttext_score": 0.00894242525100708, "custom_fasttext_core_clean_fasttext_score": 0.002046644687652588, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.0625, "within_sample_repetition_detection": 4.0 }, "180": { "detoxify": 1, "length_chars": 97, "length_tokens": 1861, "length_tokens_text_only": 70, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8204569575762508, "iqa_live_min": 0.8204569575762508, "iqa_live_max": 0.8204569575762508, "iqa_csiq_mean": 0.888004720211029, "iqa_csiq_min": 0.888004720211029, "iqa_csiq_max": 0.888004720211029, "iqa_tid2013_mean": 0.6757098833719889, "iqa_tid2013_min": 0.6757098833719889, "iqa_tid2013_max": 0.6757098833719889, "iqa_kadid10k_mean": 0.66900634765625, "iqa_kadid10k_min": 0.66900634765625, "iqa_kadid10k_max": 0.66900634765625, "iqa_flive_mean": 0.7459251326744003, "iqa_flive_min": 0.7459251326744003, "iqa_flive_max": 0.7459251326744003, "iqa_spaq_mean": 0.7604625971630367, "iqa_spaq_min": 0.7604625971630367, "iqa_spaq_max": 0.7604625971630367, "iqa_clive_mean": 0.6922521109532829, "iqa_clive_min": 0.6922521109532829, "iqa_clive_max": 0.6922521109532829, "iqa_koniq10k_mean": 0.7213652639678031, "iqa_koniq10k_min": 0.7213652639678031, "iqa_koniq10k_max": 0.7213652639678031, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8328113786160025 }, { "lang": "fr", "score": 0.03244047735093217 }, { "lang": "la", "score": 0.026136595104881248 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8337026238441467 }, { "lang": "bn", "score": 0.009494994767010212 }, { "lang": "hi", "score": 0.008506831713020802 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8204569575762508, "iqa_v2_live_min": 0.8204569575762508, "iqa_v2_live_max": 0.8204569575762508, "iqa_v2_csiq_mean": 0.888004720211029, "iqa_v2_csiq_min": 0.888004720211029, "iqa_v2_csiq_max": 0.888004720211029, "iqa_v2_tid2013_mean": 0.6757098833719889, "iqa_v2_tid2013_min": 0.6757098833719889, "iqa_v2_tid2013_max": 0.6757098833719889, "iqa_v2_kadid10k_mean": 0.6689453125, "iqa_v2_kadid10k_min": 0.6689453125, "iqa_v2_kadid10k_max": 0.6689453125, "iqa_v2_flive_mean": 0.7459251326744003, "iqa_v2_flive_min": 0.7459251326744003, "iqa_v2_flive_max": 0.7459251326744003, "iqa_v2_spaq_mean": 0.7603047688802084, "iqa_v2_spaq_min": 0.7603047688802084, "iqa_v2_spaq_max": 0.7603047688802084, "iqa_v2_clive_mean": 0.6922521109532829, "iqa_v2_clive_min": 0.6922521109532829, "iqa_v2_clive_max": 0.6922521109532829, "iqa_v2_koniq10k_mean": 0.7210496074021465, "iqa_v2_koniq10k_min": 0.7210496074021465, "iqa_v2_koniq10k_max": 0.7210496074021465, "imdecont": { "jpg": 0.5204927921295166 }, "imdecont_image_match": { "jpg": 265980 }, "imdecont_max": 0.5204927921295166, "imdecont_mean": 0.5204927921295166, "imdecont_min": 0.5204927921295166, "clip_score_clip_vitl14_224_prev_turn_only_min": 37.21875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 37.21875, "clip_score_clip_vitl14_224_prev_turn_only_max": 37.21875, "clip_score_dfn_public_prev_turn_only_min": 3.1484375, "clip_score_dfn_public_prev_turn_only_mean": 3.1484375, "clip_score_dfn_public_prev_turn_only_max": 3.1484375, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.203125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.203125, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.203125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.03125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.03125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.03125, "clip_score_clip_vitl14_224_next_turn_only_min": 16.828125, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.828125, "clip_score_clip_vitl14_224_next_turn_only_max": 16.828125, "clip_score_dfn_public_next_turn_only_min": 0.62109375, "clip_score_dfn_public_next_turn_only_mean": 0.62109375, "clip_score_dfn_public_next_turn_only_max": 0.62109375, "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": 15.5859375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.5859375, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.5859375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 35.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 35.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 35.6875, "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": 2.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.5625, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2120.83 }, "im_clarity_mean": 2120.83, "im_clarity_min": 2120.83, "im_clarity_max": 2120.83, "im_luma": { "jpg": 91.15 }, "im_luma_mean": 91.15, "im_luma_min": 91.15, "im_luma_max": 91.15, "im_saturation": { "jpg": 100.04 }, "im_saturation_mean": 100.04, "im_saturation_min": 100.04, "im_saturation_max": 100.04, "im_entropy": { "jpg": 6.99 }, "im_entropy_mean": 6.99, "im_entropy_min": 6.99, "im_entropy_max": 6.99, "unifilter_score_qwen2_5_1_5b": 0.25048828125, "unifilter_score_qwen3_0_6b": 2.63671875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8328113786160025, "language_detection_annotation_lingua_1_lan": "fr", "language_detection_annotation_lingua_1_score": 0.03244047735093217, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.026136595104881248, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8337026238441467, "language_detection_annotation_nllb_1_lan": "bn", "language_detection_annotation_nllb_1_score": 0.009494994767010212, "language_detection_annotation_nllb_2_lan": "hi", "language_detection_annotation_nllb_2_score": 0.008506831713020802, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.5245412588119507, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.6248738169670105, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9901738166809082, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.995379626750946, "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": 4.9948692321777344e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 10.0 }, "172": { "detoxify": 0, "length_chars": 110, "length_tokens": 1863, "length_tokens_text_only": 72, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7405958464651397, "iqa_live_min": 0.7405958464651397, "iqa_live_max": 0.7405958464651397, "iqa_csiq_mean": 0.756657063961029, "iqa_csiq_min": 0.756657063961029, "iqa_csiq_max": 0.756657063961029, "iqa_tid2013_mean": 0.5402932167053223, "iqa_tid2013_min": 0.5402932167053223, "iqa_tid2013_max": 0.5402932167053223, "iqa_kadid10k_mean": 0.4971923828125, "iqa_kadid10k_min": 0.4971923828125, "iqa_kadid10k_max": 0.4971923828125, "iqa_flive_mean": 0.7538165468158144, "iqa_flive_min": 0.7538165468158144, "iqa_flive_max": 0.7538165468158144, "iqa_spaq_mean": 0.7816115870620266, "iqa_spaq_min": 0.7816115870620266, "iqa_spaq_max": 0.7816115870620266, "iqa_clive_mean": 0.6651056463068182, "iqa_clive_min": 0.6651056463068182, "iqa_clive_max": 0.6651056463068182, "iqa_koniq10k_mean": 0.722943546796086, "iqa_koniq10k_min": 0.722943546796086, "iqa_koniq10k_max": 0.722943546796086, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9158909849632608 }, { "lang": "tl", "score": 0.01901063433193524 }, { "lang": "nn", "score": 0.006970062991538248 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8598228096961975 }, { "lang": "fr", "score": 0.008405166678130627 }, { "lang": "de", "score": 0.007839255966246128 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7405958464651397, "iqa_v2_live_min": 0.7405958464651397, "iqa_v2_live_max": 0.7405958464651397, "iqa_v2_csiq_mean": 0.756657063961029, "iqa_v2_csiq_min": 0.756657063961029, "iqa_v2_csiq_max": 0.756657063961029, "iqa_v2_tid2013_mean": 0.5402660899692111, "iqa_v2_tid2013_min": 0.5402660899692111, "iqa_v2_tid2013_max": 0.5402660899692111, "iqa_v2_kadid10k_mean": 0.4971923828125, "iqa_v2_kadid10k_min": 0.4971923828125, "iqa_v2_kadid10k_max": 0.4971923828125, "iqa_v2_flive_mean": 0.7538954609572286, "iqa_v2_flive_min": 0.7538954609572286, "iqa_v2_flive_max": 0.7538954609572286, "iqa_v2_spaq_mean": 0.7817694153448549, "iqa_v2_spaq_min": 0.7817694153448549, "iqa_v2_spaq_max": 0.7817694153448549, "iqa_v2_clive_mean": 0.6652634745896465, "iqa_v2_clive_min": 0.6652634745896465, "iqa_v2_clive_max": 0.6652634745896465, "iqa_v2_koniq10k_mean": 0.722943546796086, "iqa_v2_koniq10k_min": 0.722943546796086, "iqa_v2_koniq10k_max": 0.722943546796086, "imdecont": { "jpg": 0.26410770416259766 }, "imdecont_image_match": { "jpg": 80379 }, "imdecont_max": 0.26410770416259766, "imdecont_mean": 0.26410770416259766, "imdecont_min": 0.26410770416259766, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.5, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.5, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.5, "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": 3.234375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.234375, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.234375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.0, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.0, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.0, "clip_score_clip_vitl14_224_next_turn_only_min": 16.4375, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.4375, "clip_score_clip_vitl14_224_next_turn_only_max": 16.4375, "clip_score_dfn_public_next_turn_only_min": 0.489501953125, "clip_score_dfn_public_next_turn_only_mean": 0.489501953125, "clip_score_dfn_public_next_turn_only_max": 0.489501953125, "clip_score_siglip2_b16_224_next_turn_only_min": -8.640625, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.640625, "clip_score_siglip2_b16_224_next_turn_only_max": -8.640625, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.8828125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.8828125, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.8828125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.328125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.328125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.328125, "clip_score_dfn_public_prev_and_next_turn_min": 2.33203125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.33203125, "clip_score_dfn_public_prev_and_next_turn_max": 2.33203125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.75, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.75, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.75, "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": 342 }, "im_height_mean": 342.0, "im_height_min": 342, "im_height_max": 342, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.6082 }, "im_ar_mean": 1.6082, "im_ar_min": 1.6082, "im_ar_max": 1.6082, "im_kilobytes": { "jpg": 551.07 }, "im_kilobytes_mean": 551.07, "im_kilobytes_min": 551.07, "im_kilobytes_max": 551.07, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2355.95 }, "im_clarity_mean": 2355.95, "im_clarity_min": 2355.95, "im_clarity_max": 2355.95, "im_luma": { "jpg": 170.68 }, "im_luma_mean": 170.68, "im_luma_min": 170.68, "im_luma_max": 170.68, "im_saturation": { "jpg": 142.42 }, "im_saturation_mean": 142.42, "im_saturation_min": 142.42, "im_saturation_max": 142.42, "im_entropy": { "jpg": 6.18 }, "im_entropy_mean": 6.18, "im_entropy_min": 6.18, "im_entropy_max": 6.18, "unifilter_score_qwen2_5_1_5b": -0.304931640625, "unifilter_score_qwen3_0_6b": 3.30859375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9158909849632608, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.01901063433193524, "language_detection_annotation_lingua_2_lan": "nn", "language_detection_annotation_lingua_2_score": 0.006970062991538248, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8598228096961975, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.008405166678130627, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.007839255966246128, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.24110089242458344, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.3608022630214691, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.5750251412391663, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.997300386428833, "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": 3.421306610107422e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 9.0 }, "152": { "detoxify": 0, "length_chars": 160, "length_tokens": 1873, "length_tokens_text_only": 82, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8403433212126143, "iqa_live_min": 0.8403433212126143, "iqa_live_max": 0.8403433212126143, "iqa_csiq_mean": 0.978580892086029, "iqa_csiq_min": 0.978580892086029, "iqa_csiq_max": 0.978580892086029, "iqa_tid2013_mean": 0.5803865326775445, "iqa_tid2013_min": 0.5803865326775445, "iqa_tid2013_max": 0.5803865326775445, "iqa_kadid10k_mean": 0.602874755859375, "iqa_kadid10k_min": 0.602874755859375, "iqa_kadid10k_max": 0.602874755859375, "iqa_flive_mean": 0.7298266478259154, "iqa_flive_min": 0.7298266478259154, "iqa_flive_max": 0.7298266478259154, "iqa_spaq_mean": 0.6491147436276832, "iqa_spaq_min": 0.6491147436276832, "iqa_spaq_max": 0.6491147436276832, "iqa_clive_mean": 0.6668417574179294, "iqa_clive_min": 0.6668417574179294, "iqa_clive_max": 0.6668417574179294, "iqa_koniq10k_mean": 0.7052667791193182, "iqa_koniq10k_min": 0.7052667791193182, "iqa_koniq10k_max": 0.7052667791193182, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "da", "score": 1.304609644396315e-17 }, { "lang": "eo", "score": 7.283330656824687e-18 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9159733653068542 }, { "lang": "te", "score": 0.004697978962212801 }, { "lang": "de", "score": 0.0036810911260545254 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8403433212126143, "iqa_v2_live_min": 0.8403433212126143, "iqa_v2_live_max": 0.8403433212126143, "iqa_v2_csiq_mean": 0.978580892086029, "iqa_v2_csiq_min": 0.978580892086029, "iqa_v2_csiq_max": 0.978580892086029, "iqa_v2_tid2013_mean": 0.5803865326775445, "iqa_v2_tid2013_min": 0.5803865326775445, "iqa_v2_tid2013_max": 0.5803865326775445, "iqa_v2_kadid10k_mean": 0.6029052734375, "iqa_v2_kadid10k_min": 0.6029052734375, "iqa_v2_kadid10k_max": 0.6029052734375, "iqa_v2_flive_mean": 0.7298266478259154, "iqa_v2_flive_min": 0.7298266478259154, "iqa_v2_flive_max": 0.7298266478259154, "iqa_v2_spaq_mean": 0.6491147436276832, "iqa_v2_spaq_min": 0.6491147436276832, "iqa_v2_spaq_max": 0.6491147436276832, "iqa_v2_clive_mean": 0.6668417574179294, "iqa_v2_clive_min": 0.6668417574179294, "iqa_v2_clive_max": 0.6668417574179294, "iqa_v2_koniq10k_mean": 0.7052667791193182, "iqa_v2_koniq10k_min": 0.7052667791193182, "iqa_v2_koniq10k_max": 0.7052667791193182, "imdecont": { "jpg": 0.36932653188705444 }, "imdecont_image_match": { "jpg": 262306 }, "imdecont_max": 0.36932653188705444, "imdecont_mean": 0.36932653188705444, "imdecont_min": 0.36932653188705444, "clip_score_clip_vitl14_224_prev_turn_only_min": 12.4921875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 12.4921875, "clip_score_clip_vitl14_224_prev_turn_only_max": 12.4921875, "clip_score_dfn_public_prev_turn_only_min": 0.9658203125, "clip_score_dfn_public_prev_turn_only_mean": 0.9658203125, "clip_score_dfn_public_prev_turn_only_max": 0.9658203125, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.265625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.265625, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.265625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 12.5703125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 12.5703125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 12.5703125, "clip_score_clip_vitl14_224_next_turn_only_min": 15.3203125, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.3203125, "clip_score_clip_vitl14_224_next_turn_only_max": 15.3203125, "clip_score_dfn_public_next_turn_only_min": 1.1787109375, "clip_score_dfn_public_next_turn_only_mean": 1.1787109375, "clip_score_dfn_public_next_turn_only_max": 1.1787109375, "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": 14.546875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.546875, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.546875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 12.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 12.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 12.953125, "clip_score_dfn_public_prev_and_next_turn_min": 0.52099609375, "clip_score_dfn_public_prev_and_next_turn_mean": 0.52099609375, "clip_score_dfn_public_prev_and_next_turn_max": 0.52099609375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.9375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.9375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 12.5390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 12.5390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 12.5390625, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 531 }, "im_width_mean": 531.0, "im_width_min": 531, "im_width_max": 531, "im_ar": { "jpg": 0.6637 }, "im_ar_mean": 0.6637, "im_ar_min": 0.6637, "im_ar_max": 0.6637, "im_kilobytes": { "jpg": 1244.53 }, "im_kilobytes_mean": 1244.53, "im_kilobytes_min": 1244.53, "im_kilobytes_max": 1244.53, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2456.43 }, "im_clarity_mean": 2456.43, "im_clarity_min": 2456.43, "im_clarity_max": 2456.43, "im_luma": { "jpg": 123.9 }, "im_luma_mean": 123.9, "im_luma_min": 123.9, "im_luma_max": 123.9, "im_saturation": { "jpg": 69.77 }, "im_saturation_mean": 69.77, "im_saturation_min": 69.77, "im_saturation_max": 69.77, "im_entropy": { "jpg": 7.19 }, "im_entropy_mean": 7.19, "im_entropy_min": 7.19, "im_entropy_max": 7.19, "unifilter_score_qwen2_5_1_5b": 0.470703125, "unifilter_score_qwen3_0_6b": -3.986328125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "da", "language_detection_annotation_lingua_1_score": 1.304609644396315e-17, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 7.283330656824687e-18, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9159733653068542, "language_detection_annotation_nllb_1_lan": "te", "language_detection_annotation_nllb_1_score": 0.004697978962212801, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.0036810911260545254, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.8946858644485474, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5174143314361572, "text_quality_nvidia_domain_label": "Adult", "text_quality_nvidia_domain_score": 0.9989957213401794, "text_quality_nvidia_edu_nemotron4_score": 0.49609375, "text_quality_nvidia_edu_mixtral_score": 0.19384765625, "text_quality_dclmbaseline_fasttext_score": 0.8691233396530151, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0007547140121459961, "custom_fasttext_core_fasttext_score": 0.00010037422180175781, "custom_fasttext_val_clean_fasttext_score": 0.0008324384689331055, "custom_fasttext_core_clean_fasttext_score": 0.00017410516738891602, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 3.0 }, "175": { "detoxify": 1, "length_chars": 170, "length_tokens": 1874, "length_tokens_text_only": 82, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.710608472727766, "iqa_live_min": 0.710608472727766, "iqa_live_max": 0.710608472727766, "iqa_csiq_mean": 0.809635579586029, "iqa_csiq_min": 0.809635579586029, "iqa_csiq_max": 0.809635579586029, "iqa_tid2013_mean": 0.4641349050733778, "iqa_tid2013_min": 0.4641349050733778, "iqa_tid2013_max": 0.4641349050733778, "iqa_kadid10k_mean": 0.2574462890625, "iqa_kadid10k_min": 0.2574462890625, "iqa_kadid10k_max": 0.2574462890625, "iqa_flive_mean": 0.6507349495935922, "iqa_flive_min": 0.6507349495935922, "iqa_flive_max": 0.6507349495935922, "iqa_spaq_mean": 0.4485939102943498, "iqa_spaq_min": 0.4485939102943498, "iqa_spaq_max": 0.4485939102943498, "iqa_clive_mean": 0.515898771960326, "iqa_clive_min": 0.515898771960326, "iqa_clive_max": 0.515898771960326, "iqa_koniq10k_mean": 0.6440294053819445, "iqa_koniq10k_min": 0.6440294053819445, "iqa_koniq10k_max": 0.6440294053819445, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "nl", "score": 6.191977120517461e-19 }, { "lang": "de", "score": 1.955553811069268e-19 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9689304828643799 }, { "lang": "pt", "score": 0.0024949146900326014 }, { "lang": "de", "score": 0.0018235404277220368 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.710608472727766, "iqa_v2_live_min": 0.710608472727766, "iqa_v2_live_max": 0.710608472727766, "iqa_v2_csiq_mean": 0.809635579586029, "iqa_v2_csiq_min": 0.809635579586029, "iqa_v2_csiq_max": 0.809635579586029, "iqa_v2_tid2013_mean": 0.46414846844143337, "iqa_v2_tid2013_min": 0.46414846844143337, "iqa_v2_tid2013_max": 0.46414846844143337, "iqa_v2_kadid10k_mean": 0.2574462890625, "iqa_v2_kadid10k_min": 0.2574462890625, "iqa_v2_kadid10k_max": 0.2574462890625, "iqa_v2_flive_mean": 0.6507596102627842, "iqa_v2_flive_min": 0.6507596102627842, "iqa_v2_flive_max": 0.6507596102627842, "iqa_v2_spaq_mean": 0.44851499615293566, "iqa_v2_spaq_min": 0.44851499615293566, "iqa_v2_spaq_max": 0.44851499615293566, "iqa_v2_clive_mean": 0.515938229031033, "iqa_v2_clive_min": 0.515938229031033, "iqa_v2_clive_max": 0.515938229031033, "iqa_v2_koniq10k_mean": 0.6440294053819445, "iqa_v2_koniq10k_min": 0.6440294053819445, "iqa_v2_koniq10k_max": 0.6440294053819445, "imdecont": { "jpg": 0.2690298557281494 }, "imdecont_image_match": { "jpg": 210126 }, "imdecont_max": 0.2690298557281494, "imdecont_mean": 0.2690298557281494, "imdecont_min": 0.2690298557281494, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.640625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.640625, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.640625, "clip_score_dfn_public_prev_turn_only_min": 1.357421875, "clip_score_dfn_public_prev_turn_only_mean": 1.357421875, "clip_score_dfn_public_prev_turn_only_max": 1.357421875, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.875, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.15625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.15625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.15625, "clip_score_clip_vitl14_224_next_turn_only_min": 17.234375, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.234375, "clip_score_clip_vitl14_224_next_turn_only_max": 17.234375, "clip_score_dfn_public_next_turn_only_min": -0.293701171875, "clip_score_dfn_public_next_turn_only_mean": -0.293701171875, "clip_score_dfn_public_next_turn_only_max": -0.293701171875, "clip_score_siglip2_b16_224_next_turn_only_min": -9.7578125, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.7578125, "clip_score_siglip2_b16_224_next_turn_only_max": -9.7578125, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.421875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.421875, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.859375, "clip_score_dfn_public_prev_and_next_turn_min": 1.607421875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.607421875, "clip_score_dfn_public_prev_and_next_turn_max": 1.607421875, "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": 28.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.59375, "im_height": { "jpg": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1468.93 }, "im_clarity_mean": 1468.93, "im_clarity_min": 1468.93, "im_clarity_max": 1468.93, "im_luma": { "jpg": 146.41 }, "im_luma_mean": 146.41, "im_luma_min": 146.41, "im_luma_max": 146.41, "im_saturation": { "jpg": 29.86 }, "im_saturation_mean": 29.86, "im_saturation_min": 29.86, "im_saturation_max": 29.86, "im_entropy": { "jpg": 7.68 }, "im_entropy_mean": 7.68, "im_entropy_min": 7.68, "im_entropy_max": 7.68, "unifilter_score_qwen2_5_1_5b": -0.44677734375, "unifilter_score_qwen3_0_6b": -3.099609375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "nl", "language_detection_annotation_lingua_1_score": 6.191977120517461e-19, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 1.955553811069268e-19, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9689304828643799, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.0024949146900326014, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.0018235404277220368, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.7340450286865234, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.40186089277267456, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.5826917886734009, "text_quality_nvidia_edu_nemotron4_score": 0.077880859375, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 6.556510925292969e-06, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0002961158752441406, "custom_fasttext_core_clean_fasttext_score": 4.8160552978515625e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.59375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.21875, "within_sample_repetition_detection": 9.0 }, "174": { "detoxify": 0, "length_chars": 200, "length_tokens": 345, "length_tokens_text_only": 90, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7612713515156447, "iqa_live_min": 0.7612713515156447, "iqa_live_max": 0.7612713515156447, "iqa_csiq_mean": 0.898746907711029, "iqa_csiq_min": 0.898746907711029, "iqa_csiq_max": 0.898746907711029, "iqa_tid2013_mean": 0.5597159597608777, "iqa_tid2013_min": 0.5597159597608777, "iqa_tid2013_max": 0.5597159597608777, "iqa_kadid10k_mean": 0.6552810668945312, "iqa_kadid10k_min": 0.6552810668945312, "iqa_kadid10k_max": 0.6552810668945312, "iqa_flive_mean": 0.7503443245935922, "iqa_flive_min": 0.7503443245935922, "iqa_flive_max": 0.7503443245935922, "iqa_spaq_mean": 0.7208476981731377, "iqa_spaq_min": 0.7208476981731377, "iqa_spaq_max": 0.7208476981731377, "iqa_clive_mean": 0.7269743331755051, "iqa_clive_min": 0.7269743331755051, "iqa_clive_max": 0.7269743331755051, "iqa_koniq10k_mean": 0.6992693043718435, "iqa_koniq10k_min": 0.6992693043718435, "iqa_koniq10k_max": 0.6992693043718435, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "de", "score": 4.428150056157101e-24 }, { "lang": "nl", "score": 8.50536829048514e-25 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9477547407150269 }, { "lang": "fr", "score": 0.005398938897997141 }, { "lang": "de", "score": 0.004371551796793938 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7612713515156447, "iqa_v2_live_min": 0.7612713515156447, "iqa_v2_live_max": 0.7612713515156447, "iqa_v2_csiq_mean": 0.898746907711029, "iqa_v2_csiq_min": 0.898746907711029, "iqa_v2_csiq_max": 0.898746907711029, "iqa_v2_tid2013_mean": 0.5597159597608777, "iqa_v2_tid2013_min": 0.5597159597608777, "iqa_v2_tid2013_max": 0.5597159597608777, "iqa_v2_kadid10k_mean": 0.6552810668945312, "iqa_v2_kadid10k_min": 0.6552810668945312, "iqa_v2_kadid10k_max": 0.6552810668945312, "iqa_v2_flive_mean": 0.7503443245935922, "iqa_v2_flive_min": 0.7503443245935922, "iqa_v2_flive_max": 0.7503443245935922, "iqa_v2_spaq_mean": 0.7208476981731377, "iqa_v2_spaq_min": 0.7208476981731377, "iqa_v2_spaq_max": 0.7208476981731377, "iqa_v2_clive_mean": 0.7269743331755051, "iqa_v2_clive_min": 0.7269743331755051, "iqa_v2_clive_max": 0.7269743331755051, "iqa_v2_koniq10k_mean": 0.6992693043718435, "iqa_v2_koniq10k_min": 0.6992693043718435, "iqa_v2_koniq10k_max": 0.6992693043718435, "imdecont": { "jpg": 0.363650918006897 }, "imdecont_image_match": { "jpg": 262301 }, "imdecont_max": 0.363650918006897, "imdecont_mean": 0.363650918006897, "imdecont_min": 0.363650918006897, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.625, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.625, "clip_score_dfn_public_prev_turn_only_min": 2.728515625, "clip_score_dfn_public_prev_turn_only_mean": 2.728515625, "clip_score_dfn_public_prev_turn_only_max": 2.728515625, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.5625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.5625, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.5625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.578125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.578125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.578125, "clip_score_clip_vitl14_224_next_turn_only_min": 16.265625, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.265625, "clip_score_clip_vitl14_224_next_turn_only_max": 16.265625, "clip_score_dfn_public_next_turn_only_min": 1.5556640625, "clip_score_dfn_public_next_turn_only_mean": 1.5556640625, "clip_score_dfn_public_next_turn_only_max": 1.5556640625, "clip_score_siglip2_b16_224_next_turn_only_min": -6.3046875, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.3046875, "clip_score_siglip2_b16_224_next_turn_only_max": -6.3046875, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.75, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.75, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.75, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.6875, "clip_score_dfn_public_prev_and_next_turn_min": 2.658203125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.658203125, "clip_score_dfn_public_prev_and_next_turn_max": 2.658203125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.4375, "im_height": { "jpg": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 382 }, "im_width_mean": 382.0, "im_width_min": 382, "im_width_max": 382, "im_ar": { "jpg": 0.955 }, "im_ar_mean": 0.955, "im_ar_min": 0.955, "im_ar_max": 0.955, "im_kilobytes": { "jpg": 447.66 }, "im_kilobytes_mean": 447.66, "im_kilobytes_min": 447.66, "im_kilobytes_max": 447.66, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 6601.63 }, "im_clarity_mean": 6601.63, "im_clarity_min": 6601.63, "im_clarity_max": 6601.63, "im_luma": { "jpg": 110.99 }, "im_luma_mean": 110.99, "im_luma_min": 110.99, "im_luma_max": 110.99, "im_saturation": { "jpg": 75.5 }, "im_saturation_mean": 75.5, "im_saturation_min": 75.5, "im_saturation_max": 75.5, "im_entropy": { "jpg": 7.22 }, "im_entropy_mean": 7.22, "im_entropy_min": 7.22, "im_entropy_max": 7.22, "unifilter_score_qwen2_5_1_5b": -0.66357421875, "unifilter_score_qwen3_0_6b": -1.0205078125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "de", "language_detection_annotation_lingua_1_score": 4.428150056157101e-24, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 8.50536829048514e-25, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9477547407150269, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.005398938897997141, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.004371551796793938, "text_quality_weborganizer_topic_label": "Crime & Law", "text_quality_weborganizer_topic_score": 0.38953259587287903, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.713310956954956, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.9021297693252563, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.17861485481262207, "text_quality_dolma3_fasttext_score": 0.005620419979095459, "custom_fasttext_val_fasttext_score": 0.0008462667465209961, "custom_fasttext_core_fasttext_score": 9.775161743164062e-06, "custom_fasttext_val_clean_fasttext_score": 0.007116913795471191, "custom_fasttext_core_clean_fasttext_score": 0.0031797289848327637, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 11.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 11.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 0.0 }, "183": { "detoxify": 1, "length_chars": 122, "length_tokens": 3404, "length_tokens_text_only": 76, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.45054691969746286, "iqa_live_min": 0.45054691969746286, "iqa_live_max": 0.45054691969746286, "iqa_csiq_mean": 0.669254720211029, "iqa_csiq_min": 0.669254720211029, "iqa_csiq_max": 0.669254720211029, "iqa_tid2013_mean": 0.33988089031643337, "iqa_tid2013_min": 0.33988089031643337, "iqa_tid2013_max": 0.33988089031643337, "iqa_kadid10k_mean": 0.2852783203125, "iqa_kadid10k_min": 0.2852783203125, "iqa_kadid10k_max": 0.2852783203125, "iqa_flive_mean": 0.5652117488360164, "iqa_flive_min": 0.5652117488360164, "iqa_flive_max": 0.5652117488360164, "iqa_spaq_mean": 0.4680265176175821, "iqa_spaq_min": 0.4680265176175821, "iqa_spaq_max": 0.4680265176175821, "iqa_clive_mean": 0.3491334626168916, "iqa_clive_min": 0.3491334626168916, "iqa_clive_max": 0.3491334626168916, "iqa_koniq10k_mean": 0.49945873684353304, "iqa_koniq10k_min": 0.49945873684353304, "iqa_koniq10k_max": 0.49945873684353304, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9567341829339957 }, { "lang": "la", "score": 0.007990718687946971 }, { "lang": "de", "score": 0.00716802278719929 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9151153564453125 }, { "lang": "de", "score": 0.011820098385214806 }, { "lang": "kn", "score": 0.00403079716488719 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.45054691969746286, "iqa_v2_live_min": 0.45054691969746286, "iqa_v2_live_max": 0.45054691969746286, "iqa_v2_csiq_mean": 0.669254720211029, "iqa_v2_csiq_min": 0.669254720211029, "iqa_v2_csiq_max": 0.669254720211029, "iqa_v2_tid2013_mean": 0.33988089031643337, "iqa_v2_tid2013_min": 0.33988089031643337, "iqa_v2_tid2013_max": 0.33988089031643337, "iqa_v2_kadid10k_mean": 0.2850341796875, "iqa_v2_kadid10k_min": 0.2850341796875, "iqa_v2_kadid10k_max": 0.2850341796875, "iqa_v2_flive_mean": 0.5652117488360164, "iqa_v2_flive_min": 0.5652117488360164, "iqa_v2_flive_max": 0.5652117488360164, "iqa_v2_spaq_mean": 0.4680067890822286, "iqa_v2_spaq_min": 0.4680067890822286, "iqa_v2_spaq_max": 0.4680067890822286, "iqa_v2_clive_mean": 0.34921237675830574, "iqa_v2_clive_min": 0.34921237675830574, "iqa_v2_clive_max": 0.34921237675830574, "iqa_v2_koniq10k_mean": 0.49930090856070475, "iqa_v2_koniq10k_min": 0.49930090856070475, "iqa_v2_koniq10k_max": 0.49930090856070475, "imdecont": { "jpg": 0.26655030250549316 }, "imdecont_image_match": { "jpg": 245827 }, "imdecont_max": 0.26655030250549316, "imdecont_mean": 0.26655030250549316, "imdecont_min": 0.26655030250549316, "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": 0.82958984375, "clip_score_dfn_public_prev_turn_only_mean": 0.82958984375, "clip_score_dfn_public_prev_turn_only_max": 0.82958984375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.03125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.03125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.03125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 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": 14.453125, "clip_score_clip_vitl14_224_next_turn_only_mean": 14.453125, "clip_score_clip_vitl14_224_next_turn_only_max": 14.453125, "clip_score_dfn_public_next_turn_only_min": -0.08612060546875, "clip_score_dfn_public_next_turn_only_mean": -0.08612060546875, "clip_score_dfn_public_next_turn_only_max": -0.08612060546875, "clip_score_siglip2_b16_224_next_turn_only_min": -7.015625, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.015625, "clip_score_siglip2_b16_224_next_turn_only_max": -7.015625, "clip_score_longclip_vitl14_224_next_turn_only_min": 12.9609375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 12.9609375, "clip_score_longclip_vitl14_224_next_turn_only_max": 12.9609375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 19.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 19.796875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 19.796875, "clip_score_dfn_public_prev_and_next_turn_min": 0.80029296875, "clip_score_dfn_public_prev_and_next_turn_mean": 0.80029296875, "clip_score_dfn_public_prev_and_next_turn_max": 0.80029296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.078125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.078125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.515625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.515625, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 594 }, "im_width_mean": 594.0, "im_width_min": 594, "im_width_max": 594, "im_ar": { "jpg": 0.7425 }, "im_ar_mean": 0.7425, "im_ar_min": 0.7425, "im_ar_max": 0.7425, "im_kilobytes": { "jpg": 1392.19 }, "im_kilobytes_mean": 1392.19, "im_kilobytes_min": 1392.19, "im_kilobytes_max": 1392.19, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 908.91 }, "im_clarity_mean": 908.91, "im_clarity_min": 908.91, "im_clarity_max": 908.91, "im_luma": { "jpg": 90.1 }, "im_luma_mean": 90.1, "im_luma_min": 90.1, "im_luma_max": 90.1, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 7.34 }, "im_entropy_mean": 7.34, "im_entropy_min": 7.34, "im_entropy_max": 7.34, "unifilter_score_qwen2_5_1_5b": -1.357421875, "unifilter_score_qwen3_0_6b": -0.658203125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9567341829339957, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 0.007990718687946971, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 0.00716802278719929, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9151153564453125, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.011820098385214806, "language_detection_annotation_nllb_2_lan": "kn", "language_detection_annotation_nllb_2_score": 0.00403079716488719, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.6406910419464111, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.36843591928482056, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9569178819656372, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.8926385641098022, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 3.1113624572753906e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00016361474990844727, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.5, "within_sample_repetition_detection": 4.0 }, "186": { "detoxify": 1, "length_chars": 92, "length_tokens": 1857, "length_tokens_text_only": 66, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7489607454550387, "iqa_live_min": 0.7489607454550387, "iqa_live_max": 0.7489607454550387, "iqa_csiq_mean": 0.960514485836029, "iqa_csiq_min": 0.960514485836029, "iqa_csiq_max": 0.960514485836029, "iqa_tid2013_mean": 0.4584518538581, "iqa_tid2013_min": 0.4584518538581, "iqa_tid2013_max": 0.4584518538581, "iqa_kadid10k_mean": 0.3668212890625, "iqa_kadid10k_min": 0.3668212890625, "iqa_kadid10k_max": 0.3668212890625, "iqa_flive_mean": 0.689975006411774, "iqa_flive_min": 0.689975006411774, "iqa_flive_max": 0.689975006411774, "iqa_spaq_mean": 0.5756062209004104, "iqa_spaq_min": 0.5756062209004104, "iqa_spaq_max": 0.5756062209004104, "iqa_clive_mean": 0.5582164802936593, "iqa_clive_min": 0.5582164802936593, "iqa_clive_max": 0.5582164802936593, "iqa_koniq10k_mean": 0.6623374861900253, "iqa_koniq10k_min": 0.6623374861900253, "iqa_koniq10k_max": 0.6623374861900253, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9098973681791428 }, { "lang": "tl", "score": 0.02417211483269811 }, { "lang": "la", "score": 0.00921798209045605 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8729087114334106 }, { "lang": "fr", "score": 0.008994375355541706 }, { "lang": "id", "score": 0.006437425035983324 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7489607454550387, "iqa_v2_live_min": 0.7489607454550387, "iqa_v2_live_max": 0.7489607454550387, "iqa_v2_csiq_mean": 0.960514485836029, "iqa_v2_csiq_min": 0.960514485836029, "iqa_v2_csiq_max": 0.960514485836029, "iqa_v2_tid2013_mean": 0.4584518538581, "iqa_v2_tid2013_min": 0.4584518538581, "iqa_v2_tid2013_max": 0.4584518538581, "iqa_v2_kadid10k_mean": 0.3668212890625, "iqa_v2_kadid10k_min": 0.3668212890625, "iqa_v2_kadid10k_max": 0.3668212890625, "iqa_v2_flive_mean": 0.689975006411774, "iqa_v2_flive_min": 0.689975006411774, "iqa_v2_flive_max": 0.689975006411774, "iqa_v2_spaq_mean": 0.5756456779711174, "iqa_v2_spaq_min": 0.5756456779711174, "iqa_v2_spaq_max": 0.5756456779711174, "iqa_v2_clive_mean": 0.5582164802936593, "iqa_v2_clive_min": 0.5582164802936593, "iqa_v2_clive_max": 0.5582164802936593, "iqa_v2_koniq10k_mean": 0.6623374861900253, "iqa_v2_koniq10k_min": 0.6623374861900253, "iqa_v2_koniq10k_max": 0.6623374861900253, "imdecont": { "jpg": 0.24933910369873047 }, "imdecont_image_match": { "jpg": 241391 }, "imdecont_max": 0.24933910369873047, "imdecont_mean": 0.24933910369873047, "imdecont_min": 0.24933910369873047, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.78125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.78125, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.78125, "clip_score_dfn_public_prev_turn_only_min": 2.169921875, "clip_score_dfn_public_prev_turn_only_mean": 2.169921875, "clip_score_dfn_public_prev_turn_only_max": 2.169921875, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.0, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.0, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.0, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.359375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.359375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.359375, "clip_score_clip_vitl14_224_next_turn_only_min": 17.890625, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.890625, "clip_score_clip_vitl14_224_next_turn_only_max": 17.890625, "clip_score_dfn_public_next_turn_only_min": -0.919921875, "clip_score_dfn_public_next_turn_only_mean": -0.919921875, "clip_score_dfn_public_next_turn_only_max": -0.919921875, "clip_score_siglip2_b16_224_next_turn_only_min": -8.796875, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.796875, "clip_score_siglip2_b16_224_next_turn_only_max": -8.796875, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.515625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.515625, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.265625, "clip_score_dfn_public_prev_and_next_turn_min": 2.30078125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.30078125, "clip_score_dfn_public_prev_and_next_turn_max": 2.30078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.453125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.453125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.453125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 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": 365 }, "im_height_mean": 365.0, "im_height_min": 365, "im_height_max": 365, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5068 }, "im_ar_mean": 1.5068, "im_ar_min": 1.5068, "im_ar_max": 1.5068, "im_kilobytes": { "jpg": 588.13 }, "im_kilobytes_mean": 588.13, "im_kilobytes_min": 588.13, "im_kilobytes_max": 588.13, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3964.34 }, "im_clarity_mean": 3964.34, "im_clarity_min": 3964.34, "im_clarity_max": 3964.34, "im_luma": { "jpg": 188.85 }, "im_luma_mean": 188.85, "im_luma_min": 188.85, "im_luma_max": 188.85, "im_saturation": { "jpg": 20.42 }, "im_saturation_mean": 20.42, "im_saturation_min": 20.42, "im_saturation_max": 20.42, "im_entropy": { "jpg": 6.8 }, "im_entropy_mean": 6.8, "im_entropy_min": 6.8, "im_entropy_max": 6.8, "unifilter_score_qwen2_5_1_5b": -0.568359375, "unifilter_score_qwen3_0_6b": 2.111328125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9098973681791428, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.02417211483269811, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.00921798209045605, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8729087114334106, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.008994375355541706, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.006437425035983324, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7799059152603149, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.6501390933990479, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9858842492103577, "text_quality_nvidia_edu_nemotron4_score": 0.138671875, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.06665587425231934, "text_quality_dolma3_fasttext_score": 0.9931244254112244, "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": 9.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 9.0 }, "187": { "detoxify": 1, "length_chars": 131, "length_tokens": 1864, "length_tokens_text_only": 72, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7890491292934225, "iqa_live_min": 0.7890491292934225, "iqa_live_max": 0.7890491292934225, "iqa_csiq_mean": 0.925846517086029, "iqa_csiq_min": 0.925846517086029, "iqa_csiq_max": 0.925846517086029, "iqa_tid2013_mean": 0.6264477305942111, "iqa_tid2013_min": 0.6264477305942111, "iqa_tid2013_max": 0.6264477305942111, "iqa_kadid10k_mean": 0.669464111328125, "iqa_kadid10k_min": 0.669464111328125, "iqa_kadid10k_max": 0.669464111328125, "iqa_flive_mean": 0.7389806882299559, "iqa_flive_min": 0.7389806882299559, "iqa_flive_max": 0.7389806882299559, "iqa_spaq_mean": 0.625598329486269, "iqa_spaq_min": 0.625598329486269, "iqa_spaq_max": 0.625598329486269, "iqa_clive_mean": 0.6567407473169192, "iqa_clive_min": 0.6567407473169192, "iqa_clive_max": 0.6567407473169192, "iqa_koniq10k_mean": 0.7093703144728536, "iqa_koniq10k_min": 0.7093703144728536, "iqa_koniq10k_max": 0.7093703144728536, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9849274090583328 }, { "lang": "tl", "score": 0.0059422686338161355 }, { "lang": "eo", "score": 0.0010623175444615344 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8155727386474609 }, { "lang": "pt", "score": 0.011697657406330109 }, { "lang": "de", "score": 0.011523053050041199 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7890491292934225, "iqa_v2_live_min": 0.7890491292934225, "iqa_v2_live_max": 0.7890491292934225, "iqa_v2_csiq_mean": 0.925846517086029, "iqa_v2_csiq_min": 0.925846517086029, "iqa_v2_csiq_max": 0.925846517086029, "iqa_v2_tid2013_mean": 0.6263392236497667, "iqa_v2_tid2013_min": 0.6263392236497667, "iqa_v2_tid2013_max": 0.6263392236497667, "iqa_v2_kadid10k_mean": 0.6695098876953125, "iqa_v2_kadid10k_min": 0.6695098876953125, "iqa_v2_kadid10k_max": 0.6695098876953125, "iqa_v2_flive_mean": 0.7389806882299559, "iqa_v2_flive_min": 0.7389806882299559, "iqa_v2_flive_max": 0.7389806882299559, "iqa_v2_spaq_mean": 0.6254405012034407, "iqa_v2_spaq_min": 0.6254405012034407, "iqa_v2_spaq_max": 0.6254405012034407, "iqa_v2_clive_mean": 0.6567407473169192, "iqa_v2_clive_min": 0.6567407473169192, "iqa_v2_clive_max": 0.6567407473169192, "iqa_v2_koniq10k_mean": 0.7093703144728536, "iqa_v2_koniq10k_min": 0.7093703144728536, "iqa_v2_koniq10k_max": 0.7093703144728536, "imdecont": { "jpg": 0.2632443904876709 }, "imdecont_image_match": { "jpg": 265980 }, "imdecont_max": 0.2632443904876709, "imdecont_mean": 0.2632443904876709, "imdecont_min": 0.2632443904876709, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.390625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.390625, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.390625, "clip_score_dfn_public_prev_turn_only_min": 1.7177734375, "clip_score_dfn_public_prev_turn_only_mean": 1.7177734375, "clip_score_dfn_public_prev_turn_only_max": 1.7177734375, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.859375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.859375, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.859375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 17.0625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 17.0625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 17.0625, "clip_score_clip_vitl14_224_next_turn_only_min": 10.6875, "clip_score_clip_vitl14_224_next_turn_only_mean": 10.6875, "clip_score_clip_vitl14_224_next_turn_only_max": 10.6875, "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": -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": 12.5, "clip_score_longclip_vitl14_224_next_turn_only_mean": 12.5, "clip_score_longclip_vitl14_224_next_turn_only_max": 12.5, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 16.375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 16.375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 16.375, "clip_score_dfn_public_prev_and_next_turn_min": 1.80078125, "clip_score_dfn_public_prev_and_next_turn_mean": 1.80078125, "clip_score_dfn_public_prev_and_next_turn_max": 1.80078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.328125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.328125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 17.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 17.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 17.078125, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 533 }, "im_width_mean": 533.0, "im_width_min": 533, "im_width_max": 533, "im_ar": { "jpg": 0.6663 }, "im_ar_mean": 0.6663, "im_ar_min": 0.6663, "im_ar_max": 0.6663, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 981.57 }, "im_clarity_mean": 981.57, "im_clarity_min": 981.57, "im_clarity_max": 981.57, "im_luma": { "jpg": 88.92 }, "im_luma_mean": 88.92, "im_luma_min": 88.92, "im_luma_max": 88.92, "im_saturation": { "jpg": 141.14 }, "im_saturation_mean": 141.14, "im_saturation_min": 141.14, "im_saturation_max": 141.14, "im_entropy": { "jpg": 7.28 }, "im_entropy_mean": 7.28, "im_entropy_min": 7.28, "im_entropy_max": 7.28, "unifilter_score_qwen2_5_1_5b": -0.8486328125, "unifilter_score_qwen3_0_6b": -3.271484375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9849274090583328, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.0059422686338161355, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 0.0010623175444615344, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8155727386474609, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.011697657406330109, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.011523053050041199, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.4132194519042969, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.5487208962440491, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.958800733089447, "text_quality_nvidia_edu_nemotron4_score": 0.5087890625, "text_quality_nvidia_edu_mixtral_score": 0.2310791015625, "text_quality_dclmbaseline_fasttext_score": 0.36614495515823364, "text_quality_dolma3_fasttext_score": 0.0002148747444152832, "custom_fasttext_val_fasttext_score": 4.8995018005371094e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0006064176559448242, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 11.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 3.3125, "within_sample_repetition_detection": 4.0 }, "185": { "detoxify": 1, "length_chars": 126, "length_tokens": 3401, "length_tokens_text_only": 73, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.729074381818675, "iqa_live_min": 0.729074381818675, "iqa_live_max": 0.729074381818675, "iqa_csiq_mean": 0.873844563961029, "iqa_csiq_min": 0.873844563961029, "iqa_csiq_max": 0.873844563961029, "iqa_tid2013_mean": 0.48011255264282227, "iqa_tid2013_min": 0.48011255264282227, "iqa_tid2013_max": 0.48011255264282227, "iqa_kadid10k_mean": 0.6476325988769531, "iqa_kadid10k_min": 0.6476325988769531, "iqa_kadid10k_max": 0.6476325988769531, "iqa_flive_mean": 0.6992079609572286, "iqa_flive_min": 0.6992079609572286, "iqa_flive_max": 0.6992079609572286, "iqa_spaq_mean": 0.6061065365569761, "iqa_spaq_min": 0.6061065365569761, "iqa_spaq_max": 0.6061065365569761, "iqa_clive_mean": 0.547444699990629, "iqa_clive_min": 0.547444699990629, "iqa_clive_max": 0.547444699990629, "iqa_koniq10k_mean": 0.6268261610859572, "iqa_koniq10k_min": 0.6268261610859572, "iqa_koniq10k_max": 0.6268261610859572, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9951748091293448 }, { "lang": "la", "score": 0.0011859262304446964 }, { "lang": "tl", "score": 0.0006566626574302889 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.891228973865509 }, { "lang": "nl", "score": 0.0071334331296384335 }, { "lang": "id", "score": 0.0071179866790771484 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.729074381818675, "iqa_v2_live_min": 0.729074381818675, "iqa_v2_live_max": 0.729074381818675, "iqa_v2_csiq_mean": 0.873844563961029, "iqa_v2_csiq_min": 0.873844563961029, "iqa_v2_csiq_max": 0.873844563961029, "iqa_v2_tid2013_mean": 0.4801328976949056, "iqa_v2_tid2013_min": 0.4801328976949056, "iqa_v2_tid2013_max": 0.4801328976949056, "iqa_v2_kadid10k_mean": 0.6476287841796875, "iqa_v2_kadid10k_min": 0.6476287841796875, "iqa_v2_kadid10k_max": 0.6476287841796875, "iqa_v2_flive_mean": 0.6991685038865215, "iqa_v2_flive_min": 0.6991685038865215, "iqa_v2_flive_max": 0.6991685038865215, "iqa_v2_spaq_mean": 0.6061065365569761, "iqa_v2_spaq_min": 0.6061065365569761, "iqa_v2_spaq_max": 0.6061065365569761, "iqa_v2_clive_mean": 0.5473657858492148, "iqa_v2_clive_min": 0.5473657858492148, "iqa_v2_clive_max": 0.5473657858492148, "iqa_v2_koniq10k_mean": 0.626668332803129, "iqa_v2_koniq10k_min": 0.626668332803129, "iqa_v2_koniq10k_max": 0.626668332803129, "imdecont": { "jpg": 0.7196469902992249 }, "imdecont_image_match": { "jpg": 261013 }, "imdecont_max": 0.7196469902992249, "imdecont_mean": 0.7196469902992249, "imdecont_min": 0.7196469902992249, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.0, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.0, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.0, "clip_score_dfn_public_prev_turn_only_min": 1.869140625, "clip_score_dfn_public_prev_turn_only_mean": 1.869140625, "clip_score_dfn_public_prev_turn_only_max": 1.869140625, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.3125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.3125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.3125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.796875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.796875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.796875, "clip_score_clip_vitl14_224_next_turn_only_min": 18.765625, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.765625, "clip_score_clip_vitl14_224_next_turn_only_max": 18.765625, "clip_score_dfn_public_next_turn_only_min": 0.8876953125, "clip_score_dfn_public_next_turn_only_mean": 0.8876953125, "clip_score_dfn_public_next_turn_only_max": 0.8876953125, "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": 16.828125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.828125, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.828125, "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": 1.685546875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.685546875, "clip_score_dfn_public_prev_and_next_turn_max": 1.685546875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.4375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.4375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.796875, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 677 }, "im_width_mean": 677.0, "im_width_min": 677, "im_width_max": 677, "im_ar": { "jpg": 0.8462 }, "im_ar_mean": 0.8462, "im_ar_min": 0.8462, "im_ar_max": 0.8462, "im_kilobytes": { "jpg": 1586.72 }, "im_kilobytes_mean": 1586.72, "im_kilobytes_min": 1586.72, "im_kilobytes_max": 1586.72, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1800.75 }, "im_clarity_mean": 1800.75, "im_clarity_min": 1800.75, "im_clarity_max": 1800.75, "im_luma": { "jpg": 116.95 }, "im_luma_mean": 116.95, "im_luma_min": 116.95, "im_luma_max": 116.95, "im_saturation": { "jpg": 72.59 }, "im_saturation_mean": 72.59, "im_saturation_min": 72.59, "im_saturation_max": 72.59, "im_entropy": { "jpg": 7.59 }, "im_entropy_mean": 7.59, "im_entropy_min": 7.59, "im_entropy_max": 7.59, "unifilter_score_qwen2_5_1_5b": 0.7919921875, "unifilter_score_qwen3_0_6b": -2.849609375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9951748091293448, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 0.0011859262304446964, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.0006566626574302889, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.891228973865509, "language_detection_annotation_nllb_1_lan": "nl", "language_detection_annotation_nllb_1_score": 0.0071334331296384335, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.0071179866790771484, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.6065975427627563, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.29086199402809143, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.8351038098335266, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.7090449333190918, "text_quality_dolma3_fasttext_score": 0.9987002015113831, "custom_fasttext_val_fasttext_score": 4.410743713378906e-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": 9.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.375, "within_sample_repetition_detection": 3.0 }, "171": { "detoxify": 0, "length_chars": 150, "length_tokens": 3412, "length_tokens_text_only": 85, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.5966564525257457, "iqa_live_min": 0.5966564525257457, "iqa_live_max": 0.5966564525257457, "iqa_csiq_mean": 0.818668782711029, "iqa_csiq_min": 0.818668782711029, "iqa_csiq_max": 0.818668782711029, "iqa_tid2013_mean": 0.4597810639275445, "iqa_tid2013_min": 0.4597810639275445, "iqa_tid2013_max": 0.4597810639275445, "iqa_kadid10k_mean": 0.4874267578125, "iqa_kadid10k_min": 0.4874267578125, "iqa_kadid10k_max": 0.4874267578125, "iqa_flive_mean": 0.6580838290127842, "iqa_flive_min": 0.6580838290127842, "iqa_flive_max": 0.6580838290127842, "iqa_spaq_mean": 0.5119521015822286, "iqa_spaq_min": 0.5119521015822286, "iqa_spaq_max": 0.5119521015822286, "iqa_clive_mean": 0.44000309645527547, "iqa_clive_min": 0.44000309645527547, "iqa_clive_max": 0.44000309645527547, "iqa_koniq10k_mean": 0.5087706055304018, "iqa_koniq10k_min": 0.5087706055304018, "iqa_koniq10k_max": 0.5087706055304018, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9802319215826759 }, { "lang": "tl", "score": 0.011380848938516852 }, { "lang": "yo", "score": 0.0014168308028484182 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9856910705566406 }, { "lang": "id", "score": 0.0014169745845720172 }, { "lang": "ru", "score": 0.0012495481641963124 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.5966564525257457, "iqa_v2_live_min": 0.5966564525257457, "iqa_v2_live_max": 0.5966564525257457, "iqa_v2_csiq_mean": 0.818668782711029, "iqa_v2_csiq_min": 0.818668782711029, "iqa_v2_csiq_max": 0.818668782711029, "iqa_v2_tid2013_mean": 0.4597810639275445, "iqa_v2_tid2013_min": 0.4597810639275445, "iqa_v2_tid2013_max": 0.4597810639275445, "iqa_v2_kadid10k_mean": 0.4874267578125, "iqa_v2_kadid10k_min": 0.4874267578125, "iqa_v2_kadid10k_max": 0.4874267578125, "iqa_v2_flive_mean": 0.6581035575481377, "iqa_v2_flive_min": 0.6581035575481377, "iqa_v2_flive_max": 0.6581035575481377, "iqa_v2_spaq_mean": 0.5119915586529357, "iqa_v2_spaq_min": 0.5119915586529357, "iqa_v2_spaq_max": 0.5119915586529357, "iqa_v2_clive_mean": 0.440022824990629, "iqa_v2_clive_min": 0.440022824990629, "iqa_v2_clive_max": 0.440022824990629, "iqa_v2_koniq10k_mean": 0.5087706055304018, "iqa_v2_koniq10k_min": 0.5087706055304018, "iqa_v2_koniq10k_max": 0.5087706055304018, "imdecont": { "jpg": 0.44595372676849365 }, "imdecont_image_match": { "jpg": 262241 }, "imdecont_max": 0.44595372676849365, "imdecont_mean": 0.44595372676849365, "imdecont_min": 0.44595372676849365, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.8125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.8125, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.8125, "clip_score_dfn_public_prev_turn_only_min": 3.544921875, "clip_score_dfn_public_prev_turn_only_mean": 3.544921875, "clip_score_dfn_public_prev_turn_only_max": 3.544921875, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.0, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.0, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.0, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.53125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.53125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.53125, "clip_score_clip_vitl14_224_next_turn_only_min": 18.40625, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.40625, "clip_score_clip_vitl14_224_next_turn_only_max": 18.40625, "clip_score_dfn_public_next_turn_only_min": 0.09246826171875, "clip_score_dfn_public_next_turn_only_mean": 0.09246826171875, "clip_score_dfn_public_next_turn_only_max": 0.09246826171875, "clip_score_siglip2_b16_224_next_turn_only_min": -10.40625, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.40625, "clip_score_siglip2_b16_224_next_turn_only_max": -10.40625, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.546875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.546875, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.546875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.09375, "clip_score_dfn_public_prev_and_next_turn_min": 3.51953125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.51953125, "clip_score_dfn_public_prev_and_next_turn_max": 3.51953125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.46875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.46875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.296875, "im_height": { "jpg": 600 }, "im_height_mean": 600.0, "im_height_min": 600, "im_height_max": 600, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.3333 }, "im_ar_mean": 1.3333, "im_ar_min": 1.3333, "im_ar_max": 1.3333, "im_kilobytes": { "jpg": 1406.25 }, "im_kilobytes_mean": 1406.25, "im_kilobytes_min": 1406.25, "im_kilobytes_max": 1406.25, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1758.76 }, "im_clarity_mean": 1758.76, "im_clarity_min": 1758.76, "im_clarity_max": 1758.76, "im_luma": { "jpg": 39.07 }, "im_luma_mean": 39.07, "im_luma_min": 39.07, "im_luma_max": 39.07, "im_saturation": { "jpg": 140.81 }, "im_saturation_mean": 140.81, "im_saturation_min": 140.81, "im_saturation_max": 140.81, "im_entropy": { "jpg": 5.45 }, "im_entropy_mean": 5.45, "im_entropy_min": 5.45, "im_entropy_max": 5.45, "unifilter_score_qwen2_5_1_5b": 0.95361328125, "unifilter_score_qwen3_0_6b": -2.306640625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9802319215826759, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.011380848938516852, "language_detection_annotation_lingua_2_lan": "yo", "language_detection_annotation_lingua_2_score": 0.0014168308028484182, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9856910705566406, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.0014169745845720172, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.0012495481641963124, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.5569332838058472, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.6752503514289856, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9991946816444397, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.11039912700653076, "text_quality_dolma3_fasttext_score": 0.2548326849937439, "custom_fasttext_val_fasttext_score": 0.0010268688201904297, "custom_fasttext_core_fasttext_score": 0.0001938939094543457, "custom_fasttext_val_clean_fasttext_score": 0.0022722482681274414, "custom_fasttext_core_clean_fasttext_score": 0.0007559061050415039, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 6.0 }, "165": { "detoxify": 1, "length_chars": 143, "length_tokens": 1871, "length_tokens_text_only": 79, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8125655434348367, "iqa_live_min": 0.8125655434348367, "iqa_live_max": 0.8125655434348367, "iqa_csiq_mean": 0.877750813961029, "iqa_csiq_min": 0.877750813961029, "iqa_csiq_max": 0.877750813961029, "iqa_tid2013_mean": 0.6369729042053223, "iqa_tid2013_min": 0.6369729042053223, "iqa_tid2013_max": 0.6369729042053223, "iqa_kadid10k_mean": 0.75, "iqa_kadid10k_min": 0.75, "iqa_kadid10k_max": 0.75, "iqa_flive_mean": 0.7274592235834912, "iqa_flive_min": 0.7274592235834912, "iqa_flive_max": 0.7274592235834912, "iqa_spaq_mean": 0.7288969405973801, "iqa_spaq_min": 0.7288969405973801, "iqa_spaq_max": 0.7288969405973801, "iqa_clive_mean": 0.747018525094697, "iqa_clive_min": 0.747018525094697, "iqa_clive_max": 0.747018525094697, "iqa_koniq10k_mean": 0.6961127387152778, "iqa_koniq10k_min": 0.6961127387152778, "iqa_koniq10k_max": 0.6961127387152778, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8856387135318649 }, { "lang": "la", "score": 0.028292342160075635 }, { "lang": "fr", "score": 0.025994872374128203 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9361827969551086 }, { "lang": "it", "score": 0.006682089064270258 }, { "lang": "pt", "score": 0.005824115592986345 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8125655434348367, "iqa_v2_live_min": 0.8125655434348367, "iqa_v2_live_max": 0.8125655434348367, "iqa_v2_csiq_mean": 0.877750813961029, "iqa_v2_csiq_min": 0.877750813961029, "iqa_v2_csiq_max": 0.877750813961029, "iqa_v2_tid2013_mean": 0.6369729042053223, "iqa_v2_tid2013_min": 0.6369729042053223, "iqa_v2_tid2013_max": 0.6369729042053223, "iqa_v2_kadid10k_mean": 0.7498779296875, "iqa_v2_kadid10k_min": 0.7498779296875, "iqa_v2_kadid10k_max": 0.7498779296875, "iqa_v2_flive_mean": 0.7274592235834912, "iqa_v2_flive_min": 0.7274592235834912, "iqa_v2_flive_max": 0.7274592235834912, "iqa_v2_spaq_mean": 0.7288969405973801, "iqa_v2_spaq_min": 0.7288969405973801, "iqa_v2_spaq_max": 0.7288969405973801, "iqa_v2_clive_mean": 0.7468606968118687, "iqa_v2_clive_min": 0.7468606968118687, "iqa_v2_clive_max": 0.7468606968118687, "iqa_v2_koniq10k_mean": 0.6957970821496213, "iqa_v2_koniq10k_min": 0.6957970821496213, "iqa_v2_koniq10k_max": 0.6957970821496213, "imdecont": { "jpg": 0.320751428604126 }, "imdecont_image_match": { "jpg": 265973 }, "imdecont_max": 0.320751428604126, "imdecont_mean": 0.320751428604126, "imdecont_min": 0.320751428604126, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.953125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.953125, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.953125, "clip_score_dfn_public_prev_turn_only_min": 2.453125, "clip_score_dfn_public_prev_turn_only_mean": 2.453125, "clip_score_dfn_public_prev_turn_only_max": 2.453125, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.1875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.1875, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.1875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.953125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.953125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.953125, "clip_score_clip_vitl14_224_next_turn_only_min": 15.953125, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.953125, "clip_score_clip_vitl14_224_next_turn_only_max": 15.953125, "clip_score_dfn_public_next_turn_only_min": -0.1590576171875, "clip_score_dfn_public_next_turn_only_mean": -0.1590576171875, "clip_score_dfn_public_next_turn_only_max": -0.1590576171875, "clip_score_siglip2_b16_224_next_turn_only_min": -10.1484375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.1484375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.1484375, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.5625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.5625, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.65625, "clip_score_dfn_public_prev_and_next_turn_min": 2.3828125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.3828125, "clip_score_dfn_public_prev_and_next_turn_max": 2.3828125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.28125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.28125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.28125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.953125, "im_height": { "jpg": 352 }, "im_height_mean": 352.0, "im_height_min": 352, "im_height_max": 352, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5625 }, "im_ar_mean": 1.5625, "im_ar_min": 1.5625, "im_ar_max": 1.5625, "im_kilobytes": { "jpg": 567.19 }, "im_kilobytes_mean": 567.19, "im_kilobytes_min": 567.19, "im_kilobytes_max": 567.19, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5341.79 }, "im_clarity_mean": 5341.79, "im_clarity_min": 5341.79, "im_clarity_max": 5341.79, "im_luma": { "jpg": 117.84 }, "im_luma_mean": 117.84, "im_luma_min": 117.84, "im_luma_max": 117.84, "im_saturation": { "jpg": 65.68 }, "im_saturation_mean": 65.68, "im_saturation_min": 65.68, "im_saturation_max": 65.68, "im_entropy": { "jpg": 7.56 }, "im_entropy_mean": 7.56, "im_entropy_min": 7.56, "im_entropy_max": 7.56, "unifilter_score_qwen2_5_1_5b": -1.0947265625, "unifilter_score_qwen3_0_6b": -0.669921875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8856387135318649, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 0.028292342160075635, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 0.025994872374128203, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9361827969551086, "language_detection_annotation_nllb_1_lan": "it", "language_detection_annotation_nllb_1_score": 0.006682089064270258, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.005824115592986345, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.8195999264717102, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.40504345297813416, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.564659833908081, "text_quality_nvidia_edu_nemotron4_score": 0.65234375, "text_quality_nvidia_edu_mixtral_score": 0.11236572265625, "text_quality_dclmbaseline_fasttext_score": 1.0, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.001122593879699707, "custom_fasttext_core_fasttext_score": 1.5616416931152344e-05, "custom_fasttext_val_clean_fasttext_score": 0.0021356940269470215, "custom_fasttext_core_clean_fasttext_score": 0.0005169510841369629, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.21875, "within_sample_repetition_detection": 4.0 }, "184": { "detoxify": 0, "length_chars": 134, "length_tokens": 1865, "length_tokens_text_only": 73, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6787271595964528, "iqa_live_min": 0.6787271595964528, "iqa_live_max": 0.6787271595964528, "iqa_csiq_mean": 0.874332845211029, "iqa_csiq_min": 0.874332845211029, "iqa_csiq_max": 0.874332845211029, "iqa_tid2013_mean": 0.3954364458719889, "iqa_tid2013_min": 0.3954364458719889, "iqa_tid2013_max": 0.3954364458719889, "iqa_kadid10k_mean": 0.439697265625, "iqa_kadid10k_min": 0.439697265625, "iqa_kadid10k_max": 0.439697265625, "iqa_flive_mean": 0.6770528157552084, "iqa_flive_min": 0.6770528157552084, "iqa_flive_max": 0.6770528157552084, "iqa_spaq_mean": 0.6177069153448549, "iqa_spaq_min": 0.6177069153448549, "iqa_spaq_max": 0.6177069153448549, "iqa_clive_mean": 0.5936094727179018, "iqa_clive_min": 0.5936094727179018, "iqa_clive_max": 0.5936094727179018, "iqa_koniq10k_mean": 0.6307718681566643, "iqa_koniq10k_min": 0.6307718681566643, "iqa_koniq10k_max": 0.6307718681566643, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.978646679383686 }, { "lang": "tl", "score": 0.010719030180004327 }, { "lang": "nl", "score": 0.002100510365629717 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8616347908973694 }, { "lang": "pt", "score": 0.0073027960024774075 }, { "lang": "fr", "score": 0.007108455523848534 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6787271595964528, "iqa_v2_live_min": 0.6787271595964528, "iqa_v2_live_max": 0.6787271595964528, "iqa_v2_csiq_mean": 0.874332845211029, "iqa_v2_csiq_min": 0.874332845211029, "iqa_v2_csiq_max": 0.874332845211029, "iqa_v2_tid2013_mean": 0.3953821923997667, "iqa_v2_tid2013_min": 0.3953821923997667, "iqa_v2_tid2013_max": 0.3953821923997667, "iqa_v2_kadid10k_mean": 0.439697265625, "iqa_v2_kadid10k_min": 0.439697265625, "iqa_v2_kadid10k_max": 0.439697265625, "iqa_v2_flive_mean": 0.6770922728259154, "iqa_v2_flive_min": 0.6770922728259154, "iqa_v2_flive_max": 0.6770922728259154, "iqa_v2_spaq_mean": 0.617785829486269, "iqa_v2_spaq_min": 0.617785829486269, "iqa_v2_spaq_max": 0.617785829486269, "iqa_v2_clive_mean": 0.5935305585764876, "iqa_v2_clive_min": 0.5935305585764876, "iqa_v2_clive_max": 0.5935305585764876, "iqa_v2_koniq10k_mean": 0.6307718681566643, "iqa_v2_koniq10k_min": 0.6307718681566643, "iqa_v2_koniq10k_max": 0.6307718681566643, "imdecont": { "jpg": 0.2164766788482666 }, "imdecont_image_match": { "jpg": 265935 }, "imdecont_max": 0.2164766788482666, "imdecont_mean": 0.2164766788482666, "imdecont_min": 0.2164766788482666, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.0, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.0, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.0, "clip_score_dfn_public_prev_turn_only_min": 2.318359375, "clip_score_dfn_public_prev_turn_only_mean": 2.318359375, "clip_score_dfn_public_prev_turn_only_max": 2.318359375, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.671875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.671875, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.671875, "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": 17.546875, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.546875, "clip_score_clip_vitl14_224_next_turn_only_max": 17.546875, "clip_score_dfn_public_next_turn_only_min": 0.41796875, "clip_score_dfn_public_next_turn_only_mean": 0.41796875, "clip_score_dfn_public_next_turn_only_max": 0.41796875, "clip_score_siglip2_b16_224_next_turn_only_min": -9.6875, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.6875, "clip_score_siglip2_b16_224_next_turn_only_max": -9.6875, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.765625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.765625, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 18.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 18.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 18.921875, "clip_score_dfn_public_prev_and_next_turn_min": 1.962890625, "clip_score_dfn_public_prev_and_next_turn_mean": 1.962890625, "clip_score_dfn_public_prev_and_next_turn_max": 1.962890625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.0, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.0, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.0, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 18.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 18.25, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 18.25, "im_height": { "jpg": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1259.08 }, "im_clarity_mean": 1259.08, "im_clarity_min": 1259.08, "im_clarity_max": 1259.08, "im_luma": { "jpg": 120.7 }, "im_luma_mean": 120.7, "im_luma_min": 120.7, "im_luma_max": 120.7, "im_saturation": { "jpg": 44.17 }, "im_saturation_mean": 44.17, "im_saturation_min": 44.17, "im_saturation_max": 44.17, "im_entropy": { "jpg": 6.78 }, "im_entropy_mean": 6.78, "im_entropy_min": 6.78, "im_entropy_max": 6.78, "unifilter_score_qwen2_5_1_5b": 0.470703125, "unifilter_score_qwen3_0_6b": -0.8564453125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.978646679383686, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.010719030180004327, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.002100510365629717, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8616347908973694, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.0073027960024774075, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.007108455523848534, "text_quality_weborganizer_topic_label": "Religion", "text_quality_weborganizer_topic_score": 0.5749956965446472, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.3074091374874115, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.8147792816162109, "text_quality_nvidia_edu_nemotron4_score": 0.09564208984375, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.2175077199935913, "text_quality_dolma3_fasttext_score": 0.9723877310752869, "custom_fasttext_val_fasttext_score": 1.8835067749023438e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00015079975128173828, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.84375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.34375, "within_sample_repetition_detection": 9.0 }, "189": { "detoxify": 1, "length_chars": 123, "length_tokens": 1863, "length_tokens_text_only": 71, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7543269070712002, "iqa_live_min": 0.7543269070712002, "iqa_live_max": 0.7543269070712002, "iqa_csiq_mean": 0.865543782711029, "iqa_csiq_min": 0.865543782711029, "iqa_csiq_max": 0.865543782711029, "iqa_tid2013_mean": 0.5004440413581001, "iqa_tid2013_min": 0.5004440413581001, "iqa_tid2013_max": 0.5004440413581001, "iqa_kadid10k_mean": 0.3575439453125, "iqa_kadid10k_min": 0.3575439453125, "iqa_kadid10k_max": 0.3575439453125, "iqa_flive_mean": 0.6772106440380367, "iqa_flive_min": 0.6772106440380367, "iqa_flive_max": 0.6772106440380367, "iqa_spaq_mean": 0.48393758138020837, "iqa_spaq_min": 0.48393758138020837, "iqa_spaq_max": 0.48393758138020837, "iqa_clive_mean": 0.537935545950225, "iqa_clive_min": 0.537935545950225, "iqa_clive_max": 0.537935545950225, "iqa_koniq10k_mean": 0.6108855045203007, "iqa_koniq10k_min": 0.6108855045203007, "iqa_koniq10k_max": 0.6108855045203007, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9657188167500131 }, { "lang": "tl", "score": 0.0164125788872578 }, { "lang": "nl", "score": 0.007832211809871812 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9340689182281494 }, { "lang": "de", "score": 0.004852126818150282 }, { "lang": "nl", "score": 0.004052526783198118 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7543269070712002, "iqa_v2_live_min": 0.7543269070712002, "iqa_v2_live_max": 0.7543269070712002, "iqa_v2_csiq_mean": 0.865543782711029, "iqa_v2_csiq_min": 0.865543782711029, "iqa_v2_csiq_max": 0.865543782711029, "iqa_v2_tid2013_mean": 0.5004372596740723, "iqa_v2_tid2013_min": 0.5004372596740723, "iqa_v2_tid2013_max": 0.5004372596740723, "iqa_v2_kadid10k_mean": 0.3575439453125, "iqa_v2_kadid10k_min": 0.3575439453125, "iqa_v2_kadid10k_max": 0.3575439453125, "iqa_v2_flive_mean": 0.6771909155026832, "iqa_v2_flive_min": 0.6771909155026832, "iqa_v2_flive_max": 0.6771909155026832, "iqa_v2_spaq_mean": 0.4839573099155619, "iqa_v2_spaq_min": 0.4839573099155619, "iqa_v2_spaq_max": 0.4839573099155619, "iqa_v2_clive_mean": 0.537975003020932, "iqa_v2_clive_min": 0.537975003020932, "iqa_v2_clive_max": 0.537975003020932, "iqa_v2_koniq10k_mean": 0.6108855045203007, "iqa_v2_koniq10k_min": 0.6108855045203007, "iqa_v2_koniq10k_max": 0.6108855045203007, "imdecont": { "jpg": 0.22923260927200317 }, "imdecont_image_match": { "jpg": 206599 }, "imdecont_max": 0.22923260927200317, "imdecont_mean": 0.22923260927200317, "imdecont_min": 0.22923260927200317, "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": 0.93017578125, "clip_score_dfn_public_prev_turn_only_mean": 0.93017578125, "clip_score_dfn_public_prev_turn_only_max": 0.93017578125, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.5, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.5, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.5, "clip_score_longclip_vitl14_224_prev_turn_only_min": 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": 18.109375, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.109375, "clip_score_clip_vitl14_224_next_turn_only_max": 18.109375, "clip_score_dfn_public_next_turn_only_min": 0.765625, "clip_score_dfn_public_next_turn_only_mean": 0.765625, "clip_score_dfn_public_next_turn_only_max": 0.765625, "clip_score_siglip2_b16_224_next_turn_only_min": -10.671875, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.671875, "clip_score_siglip2_b16_224_next_turn_only_max": -10.671875, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.28125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.28125, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.6875, "clip_score_dfn_public_prev_and_next_turn_min": 0.73193359375, "clip_score_dfn_public_prev_and_next_turn_mean": 0.73193359375, "clip_score_dfn_public_prev_and_next_turn_max": 0.73193359375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.796875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.796875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 18.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 18.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 18.3125, "im_height": { "jpg": 547 }, "im_height_mean": 547.0, "im_height_min": 547, "im_height_max": 547, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5082 }, "im_ar_mean": 1.5082, "im_ar_min": 1.5082, "im_ar_max": 1.5082, "im_kilobytes": { "jpg": 1322.09 }, "im_kilobytes_mean": 1322.09, "im_kilobytes_min": 1322.09, "im_kilobytes_max": 1322.09, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1736.69 }, "im_clarity_mean": 1736.69, "im_clarity_min": 1736.69, "im_clarity_max": 1736.69, "im_luma": { "jpg": 167.62 }, "im_luma_mean": 167.62, "im_luma_min": 167.62, "im_luma_max": 167.62, "im_saturation": { "jpg": 39.62 }, "im_saturation_mean": 39.62, "im_saturation_min": 39.62, "im_saturation_max": 39.62, "im_entropy": { "jpg": 7.35 }, "im_entropy_mean": 7.35, "im_entropy_min": 7.35, "im_entropy_max": 7.35, "unifilter_score_qwen2_5_1_5b": -1.259765625, "unifilter_score_qwen3_0_6b": 0.3984375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9657188167500131, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.0164125788872578, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.007832211809871812, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9340689182281494, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.004852126818150282, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.004052526783198118, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.6511861681938171, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5385581851005554, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9494646191596985, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.3352317810058594, "text_quality_dolma3_fasttext_score": 0.9993872046470642, "custom_fasttext_val_fasttext_score": 7.152557373046875e-07, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 5.733966827392578e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.84375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.65625, "within_sample_repetition_detection": 10.0 }, "192": { "detoxify": 1, "length_chars": 164, "length_tokens": 1870, "length_tokens_text_only": 79, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8434998868691801, "iqa_live_min": 0.8434998868691801, "iqa_live_max": 0.8434998868691801, "iqa_csiq_mean": 0.954655110836029, "iqa_csiq_min": 0.954655110836029, "iqa_csiq_max": 0.954655110836029, "iqa_tid2013_mean": 0.6649676958719889, "iqa_tid2013_min": 0.6649676958719889, "iqa_tid2013_max": 0.6649676958719889, "iqa_kadid10k_mean": 0.75921630859375, "iqa_kadid10k_min": 0.75921630859375, "iqa_kadid10k_max": 0.75921630859375, "iqa_flive_mean": 0.7282483649976327, "iqa_flive_min": 0.7282483649976327, "iqa_flive_max": 0.7282483649976327, "iqa_spaq_mean": 0.7045913850418245, "iqa_spaq_min": 0.7045913850418245, "iqa_spaq_max": 0.7045913850418245, "iqa_clive_mean": 0.748123323074495, "iqa_clive_min": 0.748123323074495, "iqa_clive_max": 0.748123323074495, "iqa_koniq10k_mean": 0.730203647806187, "iqa_koniq10k_min": 0.730203647806187, "iqa_koniq10k_max": 0.730203647806187, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999977844 }, { "lang": "la", "score": 2.214250927970968e-12 }, { "lang": "fr", "score": 1.2863947851844774e-15 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9223012328147888 }, { "lang": "id", "score": 0.005295468494296074 }, { "lang": "es", "score": 0.0037732296623289585 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8434998868691801, "iqa_v2_live_min": 0.8434998868691801, "iqa_v2_live_max": 0.8434998868691801, "iqa_v2_csiq_mean": 0.954655110836029, "iqa_v2_csiq_min": 0.954655110836029, "iqa_v2_csiq_max": 0.954655110836029, "iqa_v2_tid2013_mean": 0.6649676958719889, "iqa_v2_tid2013_min": 0.6649676958719889, "iqa_v2_tid2013_max": 0.6649676958719889, "iqa_v2_kadid10k_mean": 0.75921630859375, "iqa_v2_kadid10k_min": 0.75921630859375, "iqa_v2_kadid10k_max": 0.75921630859375, "iqa_v2_flive_mean": 0.7282483649976327, "iqa_v2_flive_min": 0.7282483649976327, "iqa_v2_flive_max": 0.7282483649976327, "iqa_v2_spaq_mean": 0.7045913850418245, "iqa_v2_spaq_min": 0.7045913850418245, "iqa_v2_spaq_max": 0.7045913850418245, "iqa_v2_clive_mean": 0.7479654947916667, "iqa_v2_clive_min": 0.7479654947916667, "iqa_v2_clive_max": 0.7479654947916667, "iqa_v2_koniq10k_mean": 0.7298879912405304, "iqa_v2_koniq10k_min": 0.7298879912405304, "iqa_v2_koniq10k_max": 0.7298879912405304, "imdecont": { "jpg": 0.36473000049591064 }, "imdecont_image_match": { "jpg": 265825 }, "imdecont_max": 0.36473000049591064, "imdecont_mean": 0.36473000049591064, "imdecont_min": 0.36473000049591064, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.78125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.78125, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.78125, "clip_score_dfn_public_prev_turn_only_min": 3.443359375, "clip_score_dfn_public_prev_turn_only_mean": 3.443359375, "clip_score_dfn_public_prev_turn_only_max": 3.443359375, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.609375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.609375, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.609375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.828125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.828125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.828125, "clip_score_clip_vitl14_224_next_turn_only_min": 20.9375, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.9375, "clip_score_clip_vitl14_224_next_turn_only_max": 20.9375, "clip_score_dfn_public_next_turn_only_min": 0.74462890625, "clip_score_dfn_public_next_turn_only_mean": 0.74462890625, "clip_score_dfn_public_next_turn_only_max": 0.74462890625, "clip_score_siglip2_b16_224_next_turn_only_min": -6.125, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.125, "clip_score_siglip2_b16_224_next_turn_only_max": -6.125, "clip_score_longclip_vitl14_224_next_turn_only_min": 18.78125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 18.78125, "clip_score_longclip_vitl14_224_next_turn_only_max": 18.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.78125, "clip_score_dfn_public_prev_and_next_turn_min": 3.2421875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.2421875, "clip_score_dfn_public_prev_and_next_turn_max": 3.2421875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.796875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.796875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 28.390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.390625, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5494.76 }, "im_clarity_mean": 5494.76, "im_clarity_min": 5494.76, "im_clarity_max": 5494.76, "im_luma": { "jpg": 131.61 }, "im_luma_mean": 131.61, "im_luma_min": 131.61, "im_luma_max": 131.61, "im_saturation": { "jpg": 90.78 }, "im_saturation_mean": 90.78, "im_saturation_min": 90.78, "im_saturation_max": 90.78, "im_entropy": { "jpg": 7.54 }, "im_entropy_mean": 7.54, "im_entropy_min": 7.54, "im_entropy_max": 7.54, "unifilter_score_qwen2_5_1_5b": -0.38525390625, "unifilter_score_qwen3_0_6b": -0.55517578125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999977844, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.214250927970968e-12, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 1.2863947851844774e-15, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9223012328147888, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.005295468494296074, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.0037732296623289585, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.8804377317428589, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.893110454082489, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.7787526249885559, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.09014892578125, "text_quality_dclmbaseline_fasttext_score": 0.5363212823867798, "text_quality_dolma3_fasttext_score": 0.9983393549919128, "custom_fasttext_val_fasttext_score": 0.0014132261276245117, "custom_fasttext_core_fasttext_score": 0.00043827295303344727, "custom_fasttext_val_clean_fasttext_score": 0.017661571502685547, "custom_fasttext_core_clean_fasttext_score": 0.00034821033477783203, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 4.0 }, "170": { "detoxify": 0, "length_chars": 151, "length_tokens": 849, "length_tokens_text_only": 81, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.5860425005055436, "iqa_live_min": 0.5860425005055436, "iqa_live_max": 0.5860425005055436, "iqa_csiq_mean": 0.680729329586029, "iqa_csiq_min": 0.680729329586029, "iqa_csiq_max": 0.680729329586029, "iqa_tid2013_mean": 0.38328366809421116, "iqa_tid2013_min": 0.38328366809421116, "iqa_tid2013_max": 0.38328366809421116, "iqa_kadid10k_mean": 0.3558349609375, "iqa_kadid10k_min": 0.3558349609375, "iqa_kadid10k_max": 0.3558349609375, "iqa_flive_mean": 0.6038402210582386, "iqa_flive_min": 0.6038402210582386, "iqa_flive_max": 0.6038402210582386, "iqa_spaq_mean": 0.44729182696101644, "iqa_spaq_min": 0.44729182696101644, "iqa_spaq_max": 0.44729182696101644, "iqa_clive_mean": 0.43751730100073, "iqa_clive_min": 0.43751730100073, "iqa_clive_max": 0.43751730100073, "iqa_koniq10k_mean": 0.5180824742172704, "iqa_koniq10k_min": 0.5180824742172704, "iqa_koniq10k_max": 0.5180824742172704, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9539796934796505 }, { "lang": "tl", "score": 0.010659508970727472 }, { "lang": "nl", "score": 0.0068011423896314075 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8144531846046448 }, { "lang": "nl", "score": 0.02847934700548649 }, { "lang": "ru", "score": 0.011992334388196468 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.5860425005055436, "iqa_v2_live_min": 0.5860425005055436, "iqa_v2_live_max": 0.5860425005055436, "iqa_v2_csiq_mean": 0.680729329586029, "iqa_v2_csiq_min": 0.680729329586029, "iqa_v2_csiq_max": 0.680729329586029, "iqa_v2_tid2013_mean": 0.38328366809421116, "iqa_v2_tid2013_min": 0.38328366809421116, "iqa_v2_tid2013_max": 0.38328366809421116, "iqa_v2_kadid10k_mean": 0.3558349609375, "iqa_v2_kadid10k_min": 0.3558349609375, "iqa_v2_kadid10k_max": 0.3558349609375, "iqa_v2_flive_mean": 0.6038402210582386, "iqa_v2_flive_min": 0.6038402210582386, "iqa_v2_flive_max": 0.6038402210582386, "iqa_v2_spaq_mean": 0.44729182696101644, "iqa_v2_spaq_min": 0.44729182696101644, "iqa_v2_spaq_max": 0.44729182696101644, "iqa_v2_clive_mean": 0.43751730100073, "iqa_v2_clive_min": 0.43751730100073, "iqa_v2_clive_max": 0.43751730100073, "iqa_v2_koniq10k_mean": 0.5180824742172704, "iqa_v2_koniq10k_min": 0.5180824742172704, "iqa_v2_koniq10k_max": 0.5180824742172704, "imdecont": { "jpg": 0.2834242582321167 }, "imdecont_image_match": { "jpg": 108238 }, "imdecont_max": 0.2834242582321167, "imdecont_mean": 0.2834242582321167, "imdecont_min": 0.2834242582321167, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.4375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.4375, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.4375, "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": 4.390625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.390625, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.390625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.28125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.28125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.28125, "clip_score_clip_vitl14_224_next_turn_only_min": 16.125, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.125, "clip_score_clip_vitl14_224_next_turn_only_max": 16.125, "clip_score_dfn_public_next_turn_only_min": 0.21630859375, "clip_score_dfn_public_next_turn_only_mean": 0.21630859375, "clip_score_dfn_public_next_turn_only_max": 0.21630859375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.90625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.90625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.90625, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.296875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.296875, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.296875, "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": 2.05859375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.05859375, "clip_score_dfn_public_prev_and_next_turn_max": 2.05859375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.84375, "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": 464 }, "im_height_mean": 464.0, "im_height_min": 464, "im_height_max": 464, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.778 }, "im_ar_mean": 1.778, "im_ar_min": 1.778, "im_ar_max": 1.778, "im_kilobytes": { "jpg": 1121.48 }, "im_kilobytes_mean": 1121.48, "im_kilobytes_min": 1121.48, "im_kilobytes_max": 1121.48, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1742.63 }, "im_clarity_mean": 1742.63, "im_clarity_min": 1742.63, "im_clarity_max": 1742.63, "im_luma": { "jpg": 99.86 }, "im_luma_mean": 99.86, "im_luma_min": 99.86, "im_luma_max": 99.86, "im_saturation": { "jpg": 56.17 }, "im_saturation_mean": 56.17, "im_saturation_min": 56.17, "im_saturation_max": 56.17, "im_entropy": { "jpg": 7.27 }, "im_entropy_mean": 7.27, "im_entropy_min": 7.27, "im_entropy_max": 7.27, "unifilter_score_qwen2_5_1_5b": -0.7373046875, "unifilter_score_qwen3_0_6b": -2.455078125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9539796934796505, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.010659508970727472, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.0068011423896314075, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8144531846046448, "language_detection_annotation_nllb_1_lan": "nl", "language_detection_annotation_nllb_1_score": 0.02847934700548649, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.011992334388196468, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.6030331254005432, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.6060755848884583, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.43634241819381714, "text_quality_nvidia_edu_nemotron4_score": 0.392822265625, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.8819202184677124, "text_quality_dolma3_fasttext_score": 0.9738345146179199, "custom_fasttext_val_fasttext_score": 0.00021535158157348633, "custom_fasttext_core_fasttext_score": 9.28640365600586e-05, "custom_fasttext_val_clean_fasttext_score": 0.00028628110885620117, "custom_fasttext_core_clean_fasttext_score": 0.00020617246627807617, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 3.1875, "within_sample_repetition_detection": 3.0 }, "188": { "detoxify": 1, "length_chars": 102, "length_tokens": 1862, "length_tokens_text_only": 70, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7322309474752406, "iqa_live_min": 0.7322309474752406, "iqa_live_max": 0.7322309474752406, "iqa_csiq_mean": 0.906559407711029, "iqa_csiq_min": 0.906559407711029, "iqa_csiq_max": 0.906559407711029, "iqa_tid2013_mean": 0.5990497271219889, "iqa_tid2013_min": 0.5990497271219889, "iqa_tid2013_max": 0.5990497271219889, "iqa_kadid10k_mean": 0.619964599609375, "iqa_kadid10k_min": 0.619964599609375, "iqa_kadid10k_max": 0.619964599609375, "iqa_flive_mean": 0.7237502589370266, "iqa_flive_min": 0.7237502589370266, "iqa_flive_max": 0.7237502589370266, "iqa_spaq_mean": 0.574817079486269, "iqa_spaq_min": 0.574817079486269, "iqa_spaq_max": 0.574817079486269, "iqa_clive_mean": 0.6331454575663866, "iqa_clive_min": 0.6331454575663866, "iqa_clive_max": 0.6331454575663866, "iqa_koniq10k_mean": 0.6594965770991162, "iqa_koniq10k_min": 0.6594965770991162, "iqa_koniq10k_max": 0.6594965770991162, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9043829970745383 }, { "lang": "tl", "score": 0.01592575352016672 }, { "lang": "la", "score": 0.012376682465550517 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9097894430160522 }, { "lang": "id", "score": 0.006908605340868235 }, { "lang": "hi", "score": 0.005142065696418285 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7322309474752406, "iqa_v2_live_min": 0.7322309474752406, "iqa_v2_live_max": 0.7322309474752406, "iqa_v2_csiq_mean": 0.906559407711029, "iqa_v2_csiq_min": 0.906559407711029, "iqa_v2_csiq_max": 0.906559407711029, "iqa_v2_tid2013_mean": 0.5990497271219889, "iqa_v2_tid2013_min": 0.5990497271219889, "iqa_v2_tid2013_max": 0.5990497271219889, "iqa_v2_kadid10k_mean": 0.6199493408203125, "iqa_v2_kadid10k_min": 0.6199493408203125, "iqa_v2_kadid10k_max": 0.6199493408203125, "iqa_v2_flive_mean": 0.7238291730784407, "iqa_v2_flive_min": 0.7238291730784407, "iqa_v2_flive_max": 0.7238291730784407, "iqa_v2_spaq_mean": 0.5748959936276832, "iqa_v2_spaq_min": 0.5748959936276832, "iqa_v2_spaq_max": 0.5748959936276832, "iqa_v2_clive_mean": 0.6330665434249725, "iqa_v2_clive_min": 0.6330665434249725, "iqa_v2_clive_max": 0.6330665434249725, "iqa_v2_koniq10k_mean": 0.6594965770991162, "iqa_v2_koniq10k_min": 0.6594965770991162, "iqa_v2_koniq10k_max": 0.6594965770991162, "imdecont": { "jpg": 0.3392791152000427 }, "imdecont_image_match": { "jpg": 108517 }, "imdecont_max": 0.3392791152000427, "imdecont_mean": 0.3392791152000427, "imdecont_min": 0.3392791152000427, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.4375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.4375, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.4375, "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": 0.0, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.0, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.0, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.1875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.1875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.1875, "clip_score_clip_vitl14_224_next_turn_only_min": 19.359375, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.359375, "clip_score_clip_vitl14_224_next_turn_only_max": 19.359375, "clip_score_dfn_public_next_turn_only_min": -1.0712890625, "clip_score_dfn_public_next_turn_only_mean": -1.0712890625, "clip_score_dfn_public_next_turn_only_max": -1.0712890625, "clip_score_siglip2_b16_224_next_turn_only_min": -10.5234375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.5234375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.5234375, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.8203125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.8203125, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.8203125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.875, "clip_score_dfn_public_prev_and_next_turn_min": 3.0234375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.0234375, "clip_score_dfn_public_prev_and_next_turn_max": 3.0234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 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": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 807.32 }, "im_clarity_mean": 807.32, "im_clarity_min": 807.32, "im_clarity_max": 807.32, "im_luma": { "jpg": 110.62 }, "im_luma_mean": 110.62, "im_luma_min": 110.62, "im_luma_max": 110.62, "im_saturation": { "jpg": 77.27 }, "im_saturation_mean": 77.27, "im_saturation_min": 77.27, "im_saturation_max": 77.27, "im_entropy": { "jpg": 7.75 }, "im_entropy_mean": 7.75, "im_entropy_min": 7.75, "im_entropy_max": 7.75, "unifilter_score_qwen2_5_1_5b": -0.55078125, "unifilter_score_qwen3_0_6b": 1.2275390625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9043829970745383, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.01592575352016672, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.012376682465550517, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9097894430160522, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.006908605340868235, "language_detection_annotation_nllb_2_lan": "hi", "language_detection_annotation_nllb_2_score": 0.005142065696418285, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8481662273406982, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.3177787661552429, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.9380017518997192, "text_quality_nvidia_edu_nemotron4_score": 0.314697265625, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.8171585202217102, "text_quality_dolma3_fasttext_score": 0.019809305667877197, "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": 9.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.5625, "within_sample_repetition_detection": 10.0 }, "194": { "detoxify": 0, "length_chars": 158, "length_tokens": 3411, "length_tokens_text_only": 84, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7387019070712002, "iqa_live_min": 0.7387019070712002, "iqa_live_max": 0.7387019070712002, "iqa_csiq_mean": 0.959049642086029, "iqa_csiq_min": 0.959049642086029, "iqa_csiq_max": 0.959049642086029, "iqa_tid2013_mean": 0.5179950396219889, "iqa_tid2013_min": 0.5179950396219889, "iqa_tid2013_max": 0.5179950396219889, "iqa_kadid10k_mean": 0.484619140625, "iqa_kadid10k_min": 0.484619140625, "iqa_kadid10k_max": 0.484619140625, "iqa_flive_mean": 0.7218957766137942, "iqa_flive_min": 0.7218957766137942, "iqa_flive_max": 0.7218957766137942, "iqa_spaq_mean": 0.6955951729206125, "iqa_spaq_min": 0.6955951729206125, "iqa_spaq_max": 0.6955951729206125, "iqa_clive_mean": 0.7299730705492424, "iqa_clive_min": 0.7299730705492424, "iqa_clive_max": 0.7299730705492424, "iqa_koniq10k_mean": 0.6942187993213385, "iqa_koniq10k_min": 0.6942187993213385, "iqa_koniq10k_max": 0.6942187993213385, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9843314082886183 }, { "lang": "tl", "score": 0.004437387363471621 }, { "lang": "fr", "score": 0.002408986799739622 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9061806797981262 }, { "lang": "fr", "score": 0.006709166336804628 }, { "lang": "pt", "score": 0.005677787587046623 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7387019070712002, "iqa_v2_live_min": 0.7387019070712002, "iqa_v2_live_max": 0.7387019070712002, "iqa_v2_csiq_mean": 0.959049642086029, "iqa_v2_csiq_min": 0.959049642086029, "iqa_v2_csiq_max": 0.959049642086029, "iqa_v2_tid2013_mean": 0.5179950396219889, "iqa_v2_tid2013_min": 0.5179950396219889, "iqa_v2_tid2013_max": 0.5179950396219889, "iqa_v2_kadid10k_mean": 0.484619140625, "iqa_v2_kadid10k_min": 0.484619140625, "iqa_v2_kadid10k_max": 0.484619140625, "iqa_v2_flive_mean": 0.7218957766137942, "iqa_v2_flive_min": 0.7218957766137942, "iqa_v2_flive_max": 0.7218957766137942, "iqa_v2_spaq_mean": 0.6955951729206125, "iqa_v2_spaq_min": 0.6955951729206125, "iqa_v2_spaq_max": 0.6955951729206125, "iqa_v2_clive_mean": 0.7299730705492424, "iqa_v2_clive_min": 0.7299730705492424, "iqa_v2_clive_max": 0.7299730705492424, "iqa_v2_koniq10k_mean": 0.6942187993213385, "iqa_v2_koniq10k_min": 0.6942187993213385, "iqa_v2_koniq10k_max": 0.6942187993213385, "imdecont": { "jpg": 0.3534977436065674 }, "imdecont_image_match": { "jpg": 265788 }, "imdecont_max": 0.3534977436065674, "imdecont_mean": 0.3534977436065674, "imdecont_min": 0.3534977436065674, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.171875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.171875, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.171875, "clip_score_dfn_public_prev_turn_only_min": 2.09375, "clip_score_dfn_public_prev_turn_only_mean": 2.09375, "clip_score_dfn_public_prev_turn_only_max": 2.09375, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.546875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.546875, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.546875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.4375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.4375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.4375, "clip_score_clip_vitl14_224_next_turn_only_min": 15.6015625, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.6015625, "clip_score_clip_vitl14_224_next_turn_only_max": 15.6015625, "clip_score_dfn_public_next_turn_only_min": 0.84619140625, "clip_score_dfn_public_next_turn_only_mean": 0.84619140625, "clip_score_dfn_public_next_turn_only_max": 0.84619140625, "clip_score_siglip2_b16_224_next_turn_only_min": -9.296875, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.296875, "clip_score_siglip2_b16_224_next_turn_only_max": -9.296875, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.0, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.0, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.0, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.875, "clip_score_dfn_public_prev_and_next_turn_min": 1.9892578125, "clip_score_dfn_public_prev_and_next_turn_mean": 1.9892578125, "clip_score_dfn_public_prev_and_next_turn_max": 1.9892578125, "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": 21.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.109375, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 632 }, "im_width_mean": 632.0, "im_width_min": 632, "im_width_max": 632, "im_ar": { "jpg": 0.79 }, "im_ar_mean": 0.79, "im_ar_min": 0.79, "im_ar_max": 0.79, "im_kilobytes": { "jpg": 1481.25 }, "im_kilobytes_mean": 1481.25, "im_kilobytes_min": 1481.25, "im_kilobytes_max": 1481.25, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2884.32 }, "im_clarity_mean": 2884.32, "im_clarity_min": 2884.32, "im_clarity_max": 2884.32, "im_luma": { "jpg": 141.74 }, "im_luma_mean": 141.74, "im_luma_min": 141.74, "im_luma_max": 141.74, "im_saturation": { "jpg": 28.49 }, "im_saturation_mean": 28.49, "im_saturation_min": 28.49, "im_saturation_max": 28.49, "im_entropy": { "jpg": 7.45 }, "im_entropy_mean": 7.45, "im_entropy_min": 7.45, "im_entropy_max": 7.45, "unifilter_score_qwen2_5_1_5b": 1.734375, "unifilter_score_qwen3_0_6b": -1.0087890625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9843314082886183, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.004437387363471621, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 0.002408986799739622, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9061806797981262, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.006709166336804628, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.005677787587046623, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.5536981821060181, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5073779821395874, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9948187470436096, "text_quality_nvidia_edu_nemotron4_score": 0.2264404296875, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9998534917831421, "text_quality_dolma3_fasttext_score": 0.9993879795074463, "custom_fasttext_val_fasttext_score": 0.0004146695137023926, "custom_fasttext_core_fasttext_score": 0.00013184547424316406, "custom_fasttext_val_clean_fasttext_score": 0.002186715602874756, "custom_fasttext_core_clean_fasttext_score": 0.0003412961959838867, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 6.0 }, "191": { "detoxify": 0, "length_chars": 129, "length_tokens": 1868, "length_tokens_text_only": 76, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8094089777782709, "iqa_live_min": 0.8094089777782709, "iqa_live_max": 0.8094089777782709, "iqa_csiq_mean": 0.973698079586029, "iqa_csiq_min": 0.973698079586029, "iqa_csiq_max": 0.973698079586029, "iqa_tid2013_mean": 0.6502107514275445, "iqa_tid2013_min": 0.6502107514275445, "iqa_tid2013_max": 0.6502107514275445, "iqa_kadid10k_mean": 0.72296142578125, "iqa_kadid10k_min": 0.72296142578125, "iqa_kadid10k_max": 0.72296142578125, "iqa_flive_mean": 0.7103743119673296, "iqa_flive_min": 0.7103743119673296, "iqa_flive_max": 0.7103743119673296, "iqa_spaq_mean": 0.6460370921125316, "iqa_spaq_min": 0.6460370921125316, "iqa_spaq_max": 0.6460370921125316, "iqa_clive_mean": 0.6950930200441919, "iqa_clive_min": 0.6950930200441919, "iqa_clive_max": 0.6950930200441919, "iqa_koniq10k_mean": 0.687274354876894, "iqa_koniq10k_min": 0.687274354876894, "iqa_koniq10k_max": 0.687274354876894, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9495759712743727 }, { "lang": "tl", "score": 0.009084516774606656 }, { "lang": "da", "score": 0.008432199292321967 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9037365317344666 }, { "lang": "id", "score": 0.00804991740733385 }, { "lang": "km", "score": 0.004298131447285414 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8094089777782709, "iqa_v2_live_min": 0.8094089777782709, "iqa_v2_live_max": 0.8094089777782709, "iqa_v2_csiq_mean": 0.973698079586029, "iqa_v2_csiq_min": 0.973698079586029, "iqa_v2_csiq_max": 0.973698079586029, "iqa_v2_tid2013_mean": 0.6502107514275445, "iqa_v2_tid2013_min": 0.6502107514275445, "iqa_v2_tid2013_max": 0.6502107514275445, "iqa_v2_kadid10k_mean": 0.72296142578125, "iqa_v2_kadid10k_min": 0.72296142578125, "iqa_v2_kadid10k_max": 0.72296142578125, "iqa_v2_flive_mean": 0.7103743119673296, "iqa_v2_flive_min": 0.7103743119673296, "iqa_v2_flive_max": 0.7103743119673296, "iqa_v2_spaq_mean": 0.6460370921125316, "iqa_v2_spaq_min": 0.6460370921125316, "iqa_v2_spaq_max": 0.6460370921125316, "iqa_v2_clive_mean": 0.6950930200441919, "iqa_v2_clive_min": 0.6950930200441919, "iqa_v2_clive_max": 0.6950930200441919, "iqa_v2_koniq10k_mean": 0.687274354876894, "iqa_v2_koniq10k_min": 0.687274354876894, "iqa_v2_koniq10k_max": 0.687274354876894, "imdecont": { "jpg": 0.32684147357940674 }, "imdecont_image_match": { "jpg": 266008 }, "imdecont_max": 0.32684147357940674, "imdecont_mean": 0.32684147357940674, "imdecont_min": 0.32684147357940674, "clip_score_clip_vitl14_224_prev_turn_only_min": 32.65625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 32.65625, "clip_score_clip_vitl14_224_prev_turn_only_max": 32.65625, "clip_score_dfn_public_prev_turn_only_min": 3.650390625, "clip_score_dfn_public_prev_turn_only_mean": 3.650390625, "clip_score_dfn_public_prev_turn_only_max": 3.650390625, "clip_score_siglip2_b16_224_prev_turn_only_min": 6.0625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 6.0625, "clip_score_siglip2_b16_224_prev_turn_only_max": 6.0625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 31.109375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 31.109375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 31.109375, "clip_score_clip_vitl14_224_next_turn_only_min": 17.65625, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.65625, "clip_score_clip_vitl14_224_next_turn_only_max": 17.65625, "clip_score_dfn_public_next_turn_only_min": 0.6748046875, "clip_score_dfn_public_next_turn_only_mean": 0.6748046875, "clip_score_dfn_public_next_turn_only_max": 0.6748046875, "clip_score_siglip2_b16_224_next_turn_only_min": -9.6796875, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.6796875, "clip_score_siglip2_b16_224_next_turn_only_max": -9.6796875, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.21875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.21875, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 32.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 32.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 32.71875, "clip_score_dfn_public_prev_and_next_turn_min": 3.849609375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.849609375, "clip_score_dfn_public_prev_and_next_turn_max": 3.849609375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 5.421875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 5.421875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 5.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 30.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 30.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 30.90625, "im_height": { "jpg": 533 }, "im_height_mean": 533.0, "im_height_min": 533, "im_height_max": 533, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.5009 }, "im_ar_mean": 1.5009, "im_ar_min": 1.5009, "im_ar_max": 1.5009, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3039.0 }, "im_clarity_mean": 3039.0, "im_clarity_min": 3039.0, "im_clarity_max": 3039.0, "im_luma": { "jpg": 162.74 }, "im_luma_mean": 162.74, "im_luma_min": 162.74, "im_luma_max": 162.74, "im_saturation": { "jpg": 67.39 }, "im_saturation_mean": 67.39, "im_saturation_min": 67.39, "im_saturation_max": 67.39, "im_entropy": { "jpg": 7.41 }, "im_entropy_mean": 7.41, "im_entropy_min": 7.41, "im_entropy_max": 7.41, "unifilter_score_qwen2_5_1_5b": -1.3134765625, "unifilter_score_qwen3_0_6b": -0.034912109375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9495759712743727, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.009084516774606656, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 0.008432199292321967, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9037365317344666, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.00804991740733385, "language_detection_annotation_nllb_2_lan": "km", "language_detection_annotation_nllb_2_score": 0.004298131447285414, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.4883793592453003, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.4989143908023834, "text_quality_nvidia_domain_label": "Adult", "text_quality_nvidia_domain_score": 0.9144939184188843, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 3.8623809814453125e-05, "text_quality_dolma3_fasttext_score": 9.179115295410156e-06, "custom_fasttext_val_fasttext_score": 5.5789947509765625e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0006170868873596191, "custom_fasttext_core_clean_fasttext_score": 5.614757537841797e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.28125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 3.90625, "within_sample_repetition_detection": 10.0 }, "173": { "detoxify": 0, "length_chars": 141, "length_tokens": 1868, "length_tokens_text_only": 76, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.869699381818675, "iqa_live_min": 0.869699381818675, "iqa_live_max": 0.869699381818675, "iqa_csiq_mean": 0.975162923336029, "iqa_csiq_min": 0.975162923336029, "iqa_csiq_max": 0.975162923336029, "iqa_tid2013_mean": 0.6217819319831001, "iqa_tid2013_min": 0.6217819319831001, "iqa_tid2013_max": 0.6217819319831001, "iqa_kadid10k_mean": 0.73895263671875, "iqa_kadid10k_min": 0.73895263671875, "iqa_kadid10k_max": 0.73895263671875, "iqa_flive_mean": 0.7344036680279357, "iqa_flive_min": 0.7344036680279357, "iqa_flive_max": 0.7344036680279357, "iqa_spaq_mean": 0.7421545163549559, "iqa_spaq_min": 0.7421545163549559, "iqa_spaq_max": 0.7421545163549559, "iqa_clive_mean": 0.7246069089330809, "iqa_clive_min": 0.7246069089330809, "iqa_clive_max": 0.7246069089330809, "iqa_koniq10k_mean": 0.7188400114425506, "iqa_koniq10k_min": 0.7188400114425506, "iqa_koniq10k_max": 0.7188400114425506, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.959720710170658 }, { "lang": "tl", "score": 0.009411743456400687 }, { "lang": "nb", "score": 0.0035649484156381186 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8273504972457886 }, { "lang": "ru", "score": 0.009655704721808434 }, { "lang": "de", "score": 0.008664026856422424 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.869699381818675, "iqa_v2_live_min": 0.869699381818675, "iqa_v2_live_max": 0.869699381818675, "iqa_v2_csiq_mean": 0.975162923336029, "iqa_v2_csiq_min": 0.975162923336029, "iqa_v2_csiq_max": 0.975162923336029, "iqa_v2_tid2013_mean": 0.6217819319831001, "iqa_v2_tid2013_min": 0.6217819319831001, "iqa_v2_tid2013_max": 0.6217819319831001, "iqa_v2_kadid10k_mean": 0.73895263671875, "iqa_v2_kadid10k_min": 0.73895263671875, "iqa_v2_kadid10k_max": 0.73895263671875, "iqa_v2_flive_mean": 0.7344036680279357, "iqa_v2_flive_min": 0.7344036680279357, "iqa_v2_flive_max": 0.7344036680279357, "iqa_v2_spaq_mean": 0.7423123446377842, "iqa_v2_spaq_min": 0.7423123446377842, "iqa_v2_spaq_max": 0.7423123446377842, "iqa_v2_clive_mean": 0.7246069089330809, "iqa_v2_clive_min": 0.7246069089330809, "iqa_v2_clive_max": 0.7246069089330809, "iqa_v2_koniq10k_mean": 0.7188400114425506, "iqa_v2_koniq10k_min": 0.7188400114425506, "iqa_v2_koniq10k_max": 0.7188400114425506, "imdecont": { "jpg": 0.3052467703819275 }, "imdecont_image_match": { "jpg": 265788 }, "imdecont_max": 0.3052467703819275, "imdecont_mean": 0.3052467703819275, "imdecont_min": 0.3052467703819275, "clip_score_clip_vitl14_224_prev_turn_only_min": 32.28125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 32.28125, "clip_score_clip_vitl14_224_prev_turn_only_max": 32.28125, "clip_score_dfn_public_prev_turn_only_min": 2.615234375, "clip_score_dfn_public_prev_turn_only_mean": 2.615234375, "clip_score_dfn_public_prev_turn_only_max": 2.615234375, "clip_score_siglip2_b16_224_prev_turn_only_min": 10.203125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 10.203125, "clip_score_siglip2_b16_224_prev_turn_only_max": 10.203125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 30.765625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 30.765625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 30.765625, "clip_score_clip_vitl14_224_next_turn_only_min": 17.640625, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.640625, "clip_score_clip_vitl14_224_next_turn_only_max": 17.640625, "clip_score_dfn_public_next_turn_only_min": 0.260009765625, "clip_score_dfn_public_next_turn_only_mean": 0.260009765625, "clip_score_dfn_public_next_turn_only_max": 0.260009765625, "clip_score_siglip2_b16_224_next_turn_only_min": -6.9921875, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.9921875, "clip_score_siglip2_b16_224_next_turn_only_max": -6.9921875, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.484375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.484375, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 31.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 31.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 31.765625, "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": 9.15625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 9.15625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 9.15625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 30.546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 30.546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 30.546875, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4299.59 }, "im_clarity_mean": 4299.59, "im_clarity_min": 4299.59, "im_clarity_max": 4299.59, "im_luma": { "jpg": 135.36 }, "im_luma_mean": 135.36, "im_luma_min": 135.36, "im_luma_max": 135.36, "im_saturation": { "jpg": 61.03 }, "im_saturation_mean": 61.03, "im_saturation_min": 61.03, "im_saturation_max": 61.03, "im_entropy": { "jpg": 7.57 }, "im_entropy_mean": 7.57, "im_entropy_min": 7.57, "im_entropy_max": 7.57, "unifilter_score_qwen2_5_1_5b": -1.248046875, "unifilter_score_qwen3_0_6b": 0.1419677734375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.959720710170658, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.009411743456400687, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 0.0035649484156381186, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8273504972457886, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.009655704721808434, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.008664026856422424, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.5426467061042786, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.639152467250824, "text_quality_nvidia_domain_label": "Adult", "text_quality_nvidia_domain_score": 0.9798135161399841, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.7238931655883789, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 3.707408905029297e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00010502338409423828, "custom_fasttext_core_clean_fasttext_score": 5.1856040954589844e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.53125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 3.59375, "within_sample_repetition_detection": 10.0 }, "202": { "detoxify": 0, "length_chars": 235, "length_tokens": 1893, "length_tokens_text_only": 101, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7888913010105942, "iqa_live_min": 0.7888913010105942, "iqa_live_max": 0.7888913010105942, "iqa_csiq_mean": 0.854801595211029, "iqa_csiq_min": 0.854801595211029, "iqa_csiq_max": 0.854801595211029, "iqa_tid2013_mean": 0.6299199528164333, "iqa_tid2013_min": 0.6299199528164333, "iqa_tid2013_max": 0.6299199528164333, "iqa_kadid10k_mean": 0.694091796875, "iqa_kadid10k_min": 0.694091796875, "iqa_kadid10k_max": 0.694091796875, "iqa_flive_mean": 0.7561839710582386, "iqa_flive_min": 0.7561839710582386, "iqa_flive_max": 0.7561839710582386, "iqa_spaq_mean": 0.732211334536774, "iqa_spaq_min": 0.732211334536774, "iqa_spaq_max": 0.732211334536774, "iqa_clive_mean": 0.7918417574179294, "iqa_clive_min": 0.7918417574179294, "iqa_clive_max": 0.7918417574179294, "iqa_koniq10k_mean": 0.7387263750789143, "iqa_koniq10k_min": 0.7387263750789143, "iqa_koniq10k_max": 0.7387263750789143, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 2.2700944631147953e-20 }, { "lang": "da", "score": 2.1659574391269503e-24 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8572489023208618 }, { "lang": "de", "score": 0.009115085937082767 }, { "lang": "ru", "score": 0.008161862380802631 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.7888913010105942, "iqa_v2_live_min": 0.7888913010105942, "iqa_v2_live_max": 0.7888913010105942, "iqa_v2_csiq_mean": 0.854801595211029, "iqa_v2_csiq_min": 0.854801595211029, "iqa_v2_csiq_max": 0.854801595211029, "iqa_v2_tid2013_mean": 0.6299199528164333, "iqa_v2_tid2013_min": 0.6299199528164333, "iqa_v2_tid2013_max": 0.6299199528164333, "iqa_v2_kadid10k_mean": 0.694061279296875, "iqa_v2_kadid10k_min": 0.694061279296875, "iqa_v2_kadid10k_max": 0.694061279296875, "iqa_v2_flive_mean": 0.7561839710582386, "iqa_v2_flive_min": 0.7561839710582386, "iqa_v2_flive_max": 0.7561839710582386, "iqa_v2_spaq_mean": 0.7323691628196023, "iqa_v2_spaq_min": 0.7323691628196023, "iqa_v2_spaq_max": 0.7323691628196023, "iqa_v2_clive_mean": 0.7919995857007577, "iqa_v2_clive_min": 0.7919995857007577, "iqa_v2_clive_max": 0.7919995857007577, "iqa_v2_koniq10k_mean": 0.7387263750789143, "iqa_v2_koniq10k_min": 0.7387263750789143, "iqa_v2_koniq10k_max": 0.7387263750789143, "imdecont": { "jpg": 0.25771987438201904 }, "imdecont_image_match": { "jpg": 33519 }, "imdecont_max": 0.25771987438201904, "imdecont_mean": 0.25771987438201904, "imdecont_min": 0.25771987438201904, "clip_score_clip_vitl14_224_prev_turn_only_min": 34.25, "clip_score_clip_vitl14_224_prev_turn_only_mean": 34.25, "clip_score_clip_vitl14_224_prev_turn_only_max": 34.25, "clip_score_dfn_public_prev_turn_only_min": 1.2548828125, "clip_score_dfn_public_prev_turn_only_mean": 1.2548828125, "clip_score_dfn_public_prev_turn_only_max": 1.2548828125, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.109375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.109375, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.109375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.875, "clip_score_clip_vitl14_224_next_turn_only_min": 16.59375, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.59375, "clip_score_clip_vitl14_224_next_turn_only_max": 16.59375, "clip_score_dfn_public_next_turn_only_min": 0.76513671875, "clip_score_dfn_public_next_turn_only_mean": 0.76513671875, "clip_score_dfn_public_next_turn_only_max": 0.76513671875, "clip_score_siglip2_b16_224_next_turn_only_min": -9.015625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.015625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.015625, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.3046875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.3046875, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.3046875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 33.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 33.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 33.4375, "clip_score_dfn_public_prev_and_next_turn_min": 1.2998046875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.2998046875, "clip_score_dfn_public_prev_and_next_turn_max": 1.2998046875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.84375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.84375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 28.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.5625, "im_height": { "jpg": 365 }, "im_height_mean": 365.0, "im_height_min": 365, "im_height_max": 365, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5068 }, "im_ar_mean": 1.5068, "im_ar_min": 1.5068, "im_ar_max": 1.5068, "im_kilobytes": { "jpg": 588.13 }, "im_kilobytes_mean": 588.13, "im_kilobytes_min": 588.13, "im_kilobytes_max": 588.13, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 6140.72 }, "im_clarity_mean": 6140.72, "im_clarity_min": 6140.72, "im_clarity_max": 6140.72, "im_luma": { "jpg": 178.29 }, "im_luma_mean": 178.29, "im_luma_min": 178.29, "im_luma_max": 178.29, "im_saturation": { "jpg": 42.07 }, "im_saturation_mean": 42.07, "im_saturation_min": 42.07, "im_saturation_max": 42.07, "im_entropy": { "jpg": 7.33 }, "im_entropy_mean": 7.33, "im_entropy_min": 7.33, "im_entropy_max": 7.33, "unifilter_score_qwen2_5_1_5b": 0.96533203125, "unifilter_score_qwen3_0_6b": -0.88671875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 2.2700944631147953e-20, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 2.1659574391269503e-24, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8572489023208618, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.009115085937082767, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.008161862380802631, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7773689031600952, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.3269661068916321, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.8813023567199707, "text_quality_nvidia_edu_nemotron4_score": 0.74755859375, "text_quality_nvidia_edu_mixtral_score": 1.013671875, "text_quality_dclmbaseline_fasttext_score": 0.3607024550437927, "text_quality_dolma3_fasttext_score": 0.9820912480354309, "custom_fasttext_val_fasttext_score": 0.005664527416229248, "custom_fasttext_core_fasttext_score": 0.0004611015319824219, "custom_fasttext_val_clean_fasttext_score": 0.014834225177764893, "custom_fasttext_core_clean_fasttext_score": 0.0016442537307739258, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.0625, "within_sample_repetition_detection": 10.0 }, "195": { "detoxify": 0, "length_chars": 83, "length_tokens": 1858, "length_tokens_text_only": 67, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8359241292934225, "iqa_live_min": 0.8359241292934225, "iqa_live_max": 0.8359241292934225, "iqa_csiq_mean": 0.971744954586029, "iqa_csiq_min": 0.971744954586029, "iqa_csiq_max": 0.971744954586029, "iqa_tid2013_mean": 0.5764802826775445, "iqa_tid2013_min": 0.5764802826775445, "iqa_tid2013_max": 0.5764802826775445, "iqa_kadid10k_mean": 0.7430419921875, "iqa_kadid10k_min": 0.7430419921875, "iqa_kadid10k_max": 0.7430419921875, "iqa_flive_mean": 0.7462407892400569, "iqa_flive_min": 0.7462407892400569, "iqa_flive_max": 0.7462407892400569, "iqa_spaq_mean": 0.7626721931226327, "iqa_spaq_min": 0.7626721931226327, "iqa_spaq_max": 0.7626721931226327, "iqa_clive_mean": 0.77432281802399, "iqa_clive_min": 0.77432281802399, "iqa_clive_max": 0.77432281802399, "iqa_koniq10k_mean": 0.7535622336647728, "iqa_koniq10k_min": 0.7535622336647728, "iqa_koniq10k_max": 0.7535622336647728, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.6718429483711491 }, { "lang": "fr", "score": 0.05644316209166671 }, { "lang": "tl", "score": 0.0461698753843639 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7944045662879944 }, { "lang": "hi", "score": 0.013910037465393543 }, { "lang": "id", "score": 0.013554885983467102 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8359241292934225, "iqa_v2_live_min": 0.8359241292934225, "iqa_v2_live_max": 0.8359241292934225, "iqa_v2_csiq_mean": 0.971744954586029, "iqa_v2_csiq_min": 0.971744954586029, "iqa_v2_csiq_max": 0.971744954586029, "iqa_v2_tid2013_mean": 0.5764802826775445, "iqa_v2_tid2013_min": 0.5764802826775445, "iqa_v2_tid2013_max": 0.5764802826775445, "iqa_v2_kadid10k_mean": 0.7430419921875, "iqa_v2_kadid10k_min": 0.7430419921875, "iqa_v2_kadid10k_max": 0.7430419921875, "iqa_v2_flive_mean": 0.7462407892400569, "iqa_v2_flive_min": 0.7462407892400569, "iqa_v2_flive_max": 0.7462407892400569, "iqa_v2_spaq_mean": 0.7626721931226327, "iqa_v2_spaq_min": 0.7626721931226327, "iqa_v2_spaq_max": 0.7626721931226327, "iqa_v2_clive_mean": 0.77432281802399, "iqa_v2_clive_min": 0.77432281802399, "iqa_v2_clive_max": 0.77432281802399, "iqa_v2_koniq10k_mean": 0.7535622336647728, "iqa_v2_koniq10k_min": 0.7535622336647728, "iqa_v2_koniq10k_max": 0.7535622336647728, "imdecont": { "jpg": 0.36797404289245605 }, "imdecont_image_match": { "jpg": 263652 }, "imdecont_max": 0.36797404289245605, "imdecont_mean": 0.36797404289245605, "imdecont_min": 0.36797404289245605, "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": 0.990234375, "clip_score_dfn_public_prev_turn_only_mean": 0.990234375, "clip_score_dfn_public_prev_turn_only_max": 0.990234375, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.96875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.96875, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.96875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 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": 17.328125, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.328125, "clip_score_clip_vitl14_224_next_turn_only_max": 17.328125, "clip_score_dfn_public_next_turn_only_min": 2.56640625, "clip_score_dfn_public_next_turn_only_mean": 2.56640625, "clip_score_dfn_public_next_turn_only_max": 2.56640625, "clip_score_siglip2_b16_224_next_turn_only_min": -5.71875, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.71875, "clip_score_siglip2_b16_224_next_turn_only_max": -5.71875, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.5, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.5, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.5, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 19.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 19.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 19.34375, "clip_score_dfn_public_prev_and_next_turn_min": 0.6728515625, "clip_score_dfn_public_prev_and_next_turn_mean": 0.6728515625, "clip_score_dfn_public_prev_and_next_turn_max": 0.6728515625, "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": 19.5, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 19.5, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 19.5, "im_height": { "jpg": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 282 }, "im_width_mean": 282.0, "im_width_min": 282, "im_width_max": 282, "im_ar": { "jpg": 0.705 }, "im_ar_mean": 0.705, "im_ar_min": 0.705, "im_ar_max": 0.705, "im_kilobytes": { "jpg": 330.47 }, "im_kilobytes_mean": 330.47, "im_kilobytes_min": 330.47, "im_kilobytes_max": 330.47, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4052.98 }, "im_clarity_mean": 4052.98, "im_clarity_min": 4052.98, "im_clarity_max": 4052.98, "im_luma": { "jpg": 202.37 }, "im_luma_mean": 202.37, "im_luma_min": 202.37, "im_luma_max": 202.37, "im_saturation": { "jpg": 29.1 }, "im_saturation_mean": 29.1, "im_saturation_min": 29.1, "im_saturation_max": 29.1, "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": -2.333984375, "unifilter_score_qwen3_0_6b": -1.5302734375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.6718429483711491, "language_detection_annotation_lingua_1_lan": "fr", "language_detection_annotation_lingua_1_score": 0.05644316209166671, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.0461698753843639, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7944045662879944, "language_detection_annotation_nllb_1_lan": "hi", "language_detection_annotation_nllb_1_score": 0.013910037465393543, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.013554885983467102, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.5695594549179077, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.5957328081130981, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9628640413284302, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.999887228012085, "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": 3.719329833984375e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 9.0 }, "196": { "detoxify": 0, "length_chars": 100, "length_tokens": 3395, "length_tokens_text_only": 67, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7969405434348367, "iqa_live_min": 0.7969405434348367, "iqa_live_max": 0.7969405434348367, "iqa_csiq_mean": 0.830143392086029, "iqa_csiq_min": 0.830143392086029, "iqa_csiq_max": 0.830143392086029, "iqa_tid2013_mean": 0.3755796750386556, "iqa_tid2013_min": 0.3755796750386556, "iqa_tid2013_max": 0.3755796750386556, "iqa_kadid10k_mean": 0.58819580078125, "iqa_kadid10k_min": 0.58819580078125, "iqa_kadid10k_max": 0.58819580078125, "iqa_flive_mean": 0.737954804391572, "iqa_flive_min": 0.737954804391572, "iqa_flive_max": 0.737954804391572, "iqa_spaq_mean": 0.7730888597892993, "iqa_spaq_min": 0.7730888597892993, "iqa_spaq_max": 0.7730888597892993, "iqa_clive_mean": 0.779373323074495, "iqa_clive_min": 0.779373323074495, "iqa_clive_max": 0.779373323074495, "iqa_koniq10k_mean": 0.7087390013415404, "iqa_koniq10k_min": 0.7087390013415404, "iqa_koniq10k_max": 0.7087390013415404, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9881362850373695 }, { "lang": "tl", "score": 0.0043456357604856 }, { "lang": "nb", "score": 0.0013464350252926055 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.934077262878418 }, { "lang": "id", "score": 0.0040091099217534065 }, { "lang": "ru", "score": 0.0034400103613734245 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7969405434348367, "iqa_v2_live_min": 0.7969405434348367, "iqa_v2_live_max": 0.7969405434348367, "iqa_v2_csiq_mean": 0.830143392086029, "iqa_v2_csiq_min": 0.830143392086029, "iqa_v2_csiq_max": 0.830143392086029, "iqa_v2_tid2013_mean": 0.3755796750386556, "iqa_v2_tid2013_min": 0.3755796750386556, "iqa_v2_tid2013_max": 0.3755796750386556, "iqa_v2_kadid10k_mean": 0.58819580078125, "iqa_v2_kadid10k_min": 0.58819580078125, "iqa_v2_kadid10k_max": 0.58819580078125, "iqa_v2_flive_mean": 0.737954804391572, "iqa_v2_flive_min": 0.737954804391572, "iqa_v2_flive_max": 0.737954804391572, "iqa_v2_spaq_mean": 0.7730888597892993, "iqa_v2_spaq_min": 0.7730888597892993, "iqa_v2_spaq_max": 0.7730888597892993, "iqa_v2_clive_mean": 0.779373323074495, "iqa_v2_clive_min": 0.779373323074495, "iqa_v2_clive_max": 0.779373323074495, "iqa_v2_koniq10k_mean": 0.7087390013415404, "iqa_v2_koniq10k_min": 0.7087390013415404, "iqa_v2_koniq10k_max": 0.7087390013415404, "imdecont": { "jpg": 0.23000061511993408 }, "imdecont_image_match": { "jpg": 181065 }, "imdecont_max": 0.23000061511993408, "imdecont_mean": 0.23000061511993408, "imdecont_min": 0.23000061511993408, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.625, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.625, "clip_score_dfn_public_prev_turn_only_min": 3.8359375, "clip_score_dfn_public_prev_turn_only_mean": 3.8359375, "clip_score_dfn_public_prev_turn_only_max": 3.8359375, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.75, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.75, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.75, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.71875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.71875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.71875, "clip_score_clip_vitl14_224_next_turn_only_min": 13.65625, "clip_score_clip_vitl14_224_next_turn_only_mean": 13.65625, "clip_score_clip_vitl14_224_next_turn_only_max": 13.65625, "clip_score_dfn_public_next_turn_only_min": 0.478515625, "clip_score_dfn_public_next_turn_only_mean": 0.478515625, "clip_score_dfn_public_next_turn_only_max": 0.478515625, "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": 12.71875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 12.71875, "clip_score_longclip_vitl14_224_next_turn_only_max": 12.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 19.125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 19.125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 19.125, "clip_score_dfn_public_prev_and_next_turn_min": 3.529296875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.529296875, "clip_score_dfn_public_prev_and_next_turn_max": 3.529296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.15625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.15625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.15625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 22.140625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 22.140625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 22.140625, "im_height": { "jpg": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 300 }, "im_width_mean": 300.0, "im_width_min": 300, "im_width_max": 300, "im_ar": { "jpg": 0.75 }, "im_ar_mean": 0.75, "im_ar_min": 0.75, "im_ar_max": 0.75, "im_kilobytes": { "jpg": 351.56 }, "im_kilobytes_mean": 351.56, "im_kilobytes_min": 351.56, "im_kilobytes_max": 351.56, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4542.16 }, "im_clarity_mean": 4542.16, "im_clarity_min": 4542.16, "im_clarity_max": 4542.16, "im_luma": { "jpg": 133.49 }, "im_luma_mean": 133.49, "im_luma_min": 133.49, "im_luma_max": 133.49, "im_saturation": { "jpg": 96.86 }, "im_saturation_mean": 96.86, "im_saturation_min": 96.86, "im_saturation_max": 96.86, "im_entropy": { "jpg": 7.75 }, "im_entropy_mean": 7.75, "im_entropy_min": 7.75, "im_entropy_max": 7.75, "unifilter_score_qwen2_5_1_5b": -0.83203125, "unifilter_score_qwen3_0_6b": -2.837890625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9881362850373695, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.0043456357604856, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 0.0013464350252926055, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.934077262878418, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.0040091099217534065, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.0034400103613734245, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8888434171676636, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.19323475658893585, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9994244575500488, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9464716911315918, "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": 4.00543212890625e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.75, "within_sample_repetition_detection": 8.0 }, "199": { "detoxify": 0, "length_chars": 190, "length_tokens": 1882, "length_tokens_text_only": 91, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7095036747479679, "iqa_live_min": 0.7095036747479679, "iqa_live_max": 0.7095036747479679, "iqa_csiq_mean": 0.870182454586029, "iqa_csiq_min": 0.870182454586029, "iqa_csiq_max": 0.870182454586029, "iqa_tid2013_mean": 0.5266484684414333, "iqa_tid2013_min": 0.5266484684414333, "iqa_tid2013_max": 0.5266484684414333, "iqa_kadid10k_mean": 0.537841796875, "iqa_kadid10k_min": 0.537841796875, "iqa_kadid10k_max": 0.537841796875, "iqa_flive_mean": 0.6931710291390468, "iqa_flive_min": 0.6931710291390468, "iqa_flive_max": 0.6931710291390468, "iqa_spaq_mean": 0.5493278118095013, "iqa_spaq_min": 0.5493278118095013, "iqa_spaq_max": 0.5493278118095013, "iqa_clive_mean": 0.5093094411522452, "iqa_clive_min": 0.5093094411522452, "iqa_clive_max": 0.5093094411522452, "iqa_koniq10k_mean": 0.6481329407354799, "iqa_koniq10k_min": 0.6481329407354799, "iqa_koniq10k_max": 0.6481329407354799, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.99999999811404 }, { "lang": "tl", "score": 1.8859286652758553e-09 }, { "lang": "la", "score": 2.9501215244705785e-14 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9202018976211548 }, { "lang": "it", "score": 0.004655197262763977 }, { "lang": "es", "score": 0.004584124311804771 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7095036747479679, "iqa_v2_live_min": 0.7095036747479679, "iqa_v2_live_max": 0.7095036747479679, "iqa_v2_csiq_mean": 0.870182454586029, "iqa_v2_csiq_min": 0.870182454586029, "iqa_v2_csiq_max": 0.870182454586029, "iqa_v2_tid2013_mean": 0.5266484684414333, "iqa_v2_tid2013_min": 0.5266484684414333, "iqa_v2_tid2013_max": 0.5266484684414333, "iqa_v2_kadid10k_mean": 0.537841796875, "iqa_v2_kadid10k_min": 0.537841796875, "iqa_v2_kadid10k_max": 0.537841796875, "iqa_v2_flive_mean": 0.6931315720683398, "iqa_v2_flive_min": 0.6931315720683398, "iqa_v2_flive_max": 0.6931315720683398, "iqa_v2_spaq_mean": 0.5493278118095013, "iqa_v2_spaq_min": 0.5493278118095013, "iqa_v2_spaq_max": 0.5493278118095013, "iqa_v2_clive_mean": 0.5092897126168916, "iqa_v2_clive_min": 0.5092897126168916, "iqa_v2_clive_max": 0.5092897126168916, "iqa_v2_koniq10k_mean": 0.6481329407354799, "iqa_v2_koniq10k_min": 0.6481329407354799, "iqa_v2_koniq10k_max": 0.6481329407354799, "imdecont": { "jpg": 0.3049163818359375 }, "imdecont_image_match": { "jpg": 230660 }, "imdecont_max": 0.3049163818359375, "imdecont_mean": 0.3049163818359375, "imdecont_min": 0.3049163818359375, "clip_score_clip_vitl14_224_prev_turn_only_min": 34.3125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 34.3125, "clip_score_clip_vitl14_224_prev_turn_only_max": 34.3125, "clip_score_dfn_public_prev_turn_only_min": 1.0107421875, "clip_score_dfn_public_prev_turn_only_mean": 1.0107421875, "clip_score_dfn_public_prev_turn_only_max": 1.0107421875, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.4375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.4375, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.4375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.640625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.640625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.640625, "clip_score_clip_vitl14_224_next_turn_only_min": 17.9375, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.9375, "clip_score_clip_vitl14_224_next_turn_only_max": 17.9375, "clip_score_dfn_public_next_turn_only_min": 1.255859375, "clip_score_dfn_public_next_turn_only_mean": 1.255859375, "clip_score_dfn_public_next_turn_only_max": 1.255859375, "clip_score_siglip2_b16_224_next_turn_only_min": -10.703125, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.703125, "clip_score_siglip2_b16_224_next_turn_only_max": -10.703125, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.28125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.28125, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 34.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 34.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 34.4375, "clip_score_dfn_public_prev_and_next_turn_min": 1.248046875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.248046875, "clip_score_dfn_public_prev_and_next_turn_max": 1.248046875, "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": 27.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.46875, "im_height": { "jpg": 533 }, "im_height_mean": 533.0, "im_height_min": 533, "im_height_max": 533, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.5009 }, "im_ar_mean": 1.5009, "im_ar_min": 1.5009, "im_ar_max": 1.5009, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2844.68 }, "im_clarity_mean": 2844.68, "im_clarity_min": 2844.68, "im_clarity_max": 2844.68, "im_luma": { "jpg": 102.49 }, "im_luma_mean": 102.49, "im_luma_min": 102.49, "im_luma_max": 102.49, "im_saturation": { "jpg": 39.71 }, "im_saturation_mean": 39.71, "im_saturation_min": 39.71, "im_saturation_max": 39.71, "im_entropy": { "jpg": 7.22 }, "im_entropy_mean": 7.22, "im_entropy_min": 7.22, "im_entropy_max": 7.22, "unifilter_score_qwen2_5_1_5b": -2.5390625, "unifilter_score_qwen3_0_6b": -0.50048828125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.99999999811404, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 1.8859286652758553e-09, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 2.9501215244705785e-14, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9202018976211548, "language_detection_annotation_nllb_1_lan": "it", "language_detection_annotation_nllb_1_score": 0.004655197262763977, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.004584124311804771, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.6450839042663574, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.6097447276115417, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.9576265215873718, "text_quality_nvidia_edu_nemotron4_score": 0.8681640625, "text_quality_nvidia_edu_mixtral_score": 0.19970703125, "text_quality_dclmbaseline_fasttext_score": 0.9988250732421875, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0011978745460510254, "custom_fasttext_core_fasttext_score": 3.62396240234375e-05, "custom_fasttext_val_clean_fasttext_score": 0.004077792167663574, "custom_fasttext_core_clean_fasttext_score": 0.0002066493034362793, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 8.0 }, "178": { "detoxify": 1, "length_chars": 166, "length_tokens": 3415, "length_tokens_text_only": 88, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7811577151520084, "iqa_live_min": 0.7811577151520084, "iqa_live_max": 0.7811577151520084, "iqa_csiq_mean": 0.924381673336029, "iqa_csiq_min": 0.924381673336029, "iqa_csiq_max": 0.924381673336029, "iqa_tid2013_mean": 0.5501130951775445, "iqa_tid2013_min": 0.5501130951775445, "iqa_tid2013_max": 0.5501130951775445, "iqa_kadid10k_mean": 0.59869384765625, "iqa_kadid10k_min": 0.59869384765625, "iqa_kadid10k_max": 0.59869384765625, "iqa_flive_mean": 0.7157010165127842, "iqa_flive_min": 0.7157010165127842, "iqa_flive_max": 0.7157010165127842, "iqa_spaq_mean": 0.6362517385771781, "iqa_spaq_min": 0.6362517385771781, "iqa_spaq_max": 0.6362517385771781, "iqa_clive_mean": 0.547997098980528, "iqa_clive_min": 0.547997098980528, "iqa_clive_max": 0.547997098980528, "iqa_koniq10k_mean": 0.7169460720486112, "iqa_koniq10k_min": 0.7169460720486112, "iqa_koniq10k_max": 0.7169460720486112, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "la", "score": 1.0589050372656434e-17 }, { "lang": "ro", "score": 6.297112674028965e-20 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9274064302444458 }, { "lang": "id", "score": 0.004264567047357559 }, { "lang": "th", "score": 0.003737218677997589 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.7811577151520084, "iqa_v2_live_min": 0.7811577151520084, "iqa_v2_live_max": 0.7811577151520084, "iqa_v2_csiq_mean": 0.924381673336029, "iqa_v2_csiq_min": 0.924381673336029, "iqa_v2_csiq_max": 0.924381673336029, "iqa_v2_tid2013_mean": 0.5500588417053223, "iqa_v2_tid2013_min": 0.5500588417053223, "iqa_v2_tid2013_max": 0.5500588417053223, "iqa_v2_kadid10k_mean": 0.598663330078125, "iqa_v2_kadid10k_min": 0.598663330078125, "iqa_v2_kadid10k_max": 0.598663330078125, "iqa_v2_flive_mean": 0.7157010165127842, "iqa_v2_flive_min": 0.7157010165127842, "iqa_v2_flive_max": 0.7157010165127842, "iqa_v2_spaq_mean": 0.6362517385771781, "iqa_v2_spaq_min": 0.6362517385771781, "iqa_v2_spaq_max": 0.6362517385771781, "iqa_v2_clive_mean": 0.547997098980528, "iqa_v2_clive_min": 0.547997098980528, "iqa_v2_clive_max": 0.547997098980528, "iqa_v2_koniq10k_mean": 0.7169460720486112, "iqa_v2_koniq10k_min": 0.7169460720486112, "iqa_v2_koniq10k_max": 0.7169460720486112, "imdecont": { "jpg": 0.3285425901412964 }, "imdecont_image_match": { "jpg": 181745 }, "imdecont_max": 0.3285425901412964, "imdecont_mean": 0.3285425901412964, "imdecont_min": 0.3285425901412964, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.921875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.921875, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.921875, "clip_score_dfn_public_prev_turn_only_min": 1.9599609375, "clip_score_dfn_public_prev_turn_only_mean": 1.9599609375, "clip_score_dfn_public_prev_turn_only_max": 1.9599609375, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.40625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.40625, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.40625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.5625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.5625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.5625, "clip_score_clip_vitl14_224_next_turn_only_min": 18.234375, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.234375, "clip_score_clip_vitl14_224_next_turn_only_max": 18.234375, "clip_score_dfn_public_next_turn_only_min": 0.74267578125, "clip_score_dfn_public_next_turn_only_mean": 0.74267578125, "clip_score_dfn_public_next_turn_only_max": 0.74267578125, "clip_score_siglip2_b16_224_next_turn_only_min": -10.4453125, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.4453125, "clip_score_siglip2_b16_224_next_turn_only_max": -10.4453125, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.125, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.859375, "clip_score_dfn_public_prev_and_next_turn_min": 1.9951171875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.9951171875, "clip_score_dfn_public_prev_and_next_turn_max": 1.9951171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.671875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.671875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.671875, "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": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 619 }, "im_width_mean": 619.0, "im_width_min": 619, "im_width_max": 619, "im_ar": { "jpg": 0.7738 }, "im_ar_mean": 0.7738, "im_ar_min": 0.7738, "im_ar_max": 0.7738, "im_kilobytes": { "jpg": 1450.78 }, "im_kilobytes_mean": 1450.78, "im_kilobytes_min": 1450.78, "im_kilobytes_max": 1450.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2123.33 }, "im_clarity_mean": 2123.33, "im_clarity_min": 2123.33, "im_clarity_max": 2123.33, "im_luma": { "jpg": 165.91 }, "im_luma_mean": 165.91, "im_luma_min": 165.91, "im_luma_max": 165.91, "im_saturation": { "jpg": 51.12 }, "im_saturation_mean": 51.12, "im_saturation_min": 51.12, "im_saturation_max": 51.12, "im_entropy": { "jpg": 6.49 }, "im_entropy_mean": 6.49, "im_entropy_min": 6.49, "im_entropy_max": 6.49, "unifilter_score_qwen2_5_1_5b": -1.5439453125, "unifilter_score_qwen3_0_6b": 0.00341796875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.0589050372656434e-17, "language_detection_annotation_lingua_2_lan": "ro", "language_detection_annotation_lingua_2_score": 6.297112674028965e-20, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9274064302444458, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.004264567047357559, "language_detection_annotation_nllb_2_lan": "th", "language_detection_annotation_nllb_2_score": 0.003737218677997589, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.6277348399162292, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.3035879135131836, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.8623634576797485, "text_quality_nvidia_edu_nemotron4_score": 0.12432861328125, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9945613741874695, "text_quality_dolma3_fasttext_score": 0.999996542930603, "custom_fasttext_val_fasttext_score": 0.0003681182861328125, "custom_fasttext_core_fasttext_score": 2.384185791015625e-07, "custom_fasttext_val_clean_fasttext_score": 0.0012918710708618164, "custom_fasttext_core_clean_fasttext_score": 8.702278137207031e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 8.0 }, "190": { "detoxify": 1, "length_chars": 129, "length_tokens": 1868, "length_tokens_text_only": 76, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8536008969701901, "iqa_live_min": 0.8536008969701901, "iqa_live_max": 0.8536008969701901, "iqa_csiq_mean": 0.927311360836029, "iqa_csiq_min": 0.927311360836029, "iqa_csiq_max": 0.927311360836029, "iqa_tid2013_mean": 0.6994729042053223, "iqa_tid2013_min": 0.6994729042053223, "iqa_tid2013_max": 0.6994729042053223, "iqa_kadid10k_mean": 0.612030029296875, "iqa_kadid10k_min": 0.612030029296875, "iqa_kadid10k_max": 0.612030029296875, "iqa_flive_mean": 0.7331410417653094, "iqa_flive_min": 0.7331410417653094, "iqa_flive_max": 0.7331410417653094, "iqa_spaq_mean": 0.7707214355468751, "iqa_spaq_min": 0.7707214355468751, "iqa_spaq_max": 0.7707214355468751, "iqa_clive_mean": 0.8038367069128789, "iqa_clive_min": 0.8038367069128789, "iqa_clive_max": 0.8038367069128789, "iqa_koniq10k_mean": 0.7232592033617424, "iqa_koniq10k_min": 0.7232592033617424, "iqa_koniq10k_max": 0.7232592033617424, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.957600524569348 }, { "lang": "tl", "score": 0.011077684986802797 }, { "lang": "da", "score": 0.004393960195079796 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9704267978668213 }, { "lang": "hi", "score": 0.0014165124157443643 }, { "lang": "id", "score": 0.001406105817295611 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8536008969701901, "iqa_v2_live_min": 0.8536008969701901, "iqa_v2_live_max": 0.8536008969701901, "iqa_v2_csiq_mean": 0.927311360836029, "iqa_v2_csiq_min": 0.927311360836029, "iqa_v2_csiq_max": 0.927311360836029, "iqa_v2_tid2013_mean": 0.6994729042053223, "iqa_v2_tid2013_min": 0.6994729042053223, "iqa_v2_tid2013_max": 0.6994729042053223, "iqa_v2_kadid10k_mean": 0.612030029296875, "iqa_v2_kadid10k_min": 0.612030029296875, "iqa_v2_kadid10k_max": 0.612030029296875, "iqa_v2_flive_mean": 0.7331410417653094, "iqa_v2_flive_min": 0.7331410417653094, "iqa_v2_flive_max": 0.7331410417653094, "iqa_v2_spaq_mean": 0.7707214355468751, "iqa_v2_spaq_min": 0.7707214355468751, "iqa_v2_spaq_max": 0.7707214355468751, "iqa_v2_clive_mean": 0.8038367069128789, "iqa_v2_clive_min": 0.8038367069128789, "iqa_v2_clive_max": 0.8038367069128789, "iqa_v2_koniq10k_mean": 0.7232592033617424, "iqa_v2_koniq10k_min": 0.7232592033617424, "iqa_v2_koniq10k_max": 0.7232592033617424, "imdecont": { "jpg": 0.238103449344635 }, "imdecont_image_match": { "jpg": 265980 }, "imdecont_max": 0.238103449344635, "imdecont_mean": 0.238103449344635, "imdecont_min": 0.238103449344635, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.90625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.90625, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.90625, "clip_score_dfn_public_prev_turn_only_min": 3.1015625, "clip_score_dfn_public_prev_turn_only_mean": 3.1015625, "clip_score_dfn_public_prev_turn_only_max": 3.1015625, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.75, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.75, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.75, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.84375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.84375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.84375, "clip_score_clip_vitl14_224_next_turn_only_min": 15.90625, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.90625, "clip_score_clip_vitl14_224_next_turn_only_max": 15.90625, "clip_score_dfn_public_next_turn_only_min": -0.5146484375, "clip_score_dfn_public_next_turn_only_mean": -0.5146484375, "clip_score_dfn_public_next_turn_only_max": -0.5146484375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.265625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.265625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.265625, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.46875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.46875, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.265625, "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": 5.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 5.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 5.109375, "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": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5000.0 }, "im_clarity_mean": 5000.0, "im_clarity_min": 5000.0, "im_clarity_max": 5000.0, "im_luma": { "jpg": 138.96 }, "im_luma_mean": 138.96, "im_luma_min": 138.96, "im_luma_max": 138.96, "im_saturation": { "jpg": 56.34 }, "im_saturation_mean": 56.34, "im_saturation_min": 56.34, "im_saturation_max": 56.34, "im_entropy": { "jpg": 7.63 }, "im_entropy_mean": 7.63, "im_entropy_min": 7.63, "im_entropy_max": 7.63, "unifilter_score_qwen2_5_1_5b": -0.833984375, "unifilter_score_qwen3_0_6b": -0.8466796875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.957600524569348, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.011077684986802797, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 0.004393960195079796, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9704267978668213, "language_detection_annotation_nllb_1_lan": "hi", "language_detection_annotation_nllb_1_score": 0.0014165124157443643, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.001406105817295611, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7741214632987976, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.43459105491638184, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9960787892341614, "text_quality_nvidia_edu_nemotron4_score": 0.2374267578125, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.08252793550491333, "text_quality_dolma3_fasttext_score": 0.7276283502578735, "custom_fasttext_val_fasttext_score": 0.0016480684280395508, "custom_fasttext_core_fasttext_score": 7.140636444091797e-05, "custom_fasttext_val_clean_fasttext_score": 0.004373788833618164, "custom_fasttext_core_clean_fasttext_score": 0.0012037158012390137, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.9375, "within_sample_repetition_detection": 7.0 }, "201": { "detoxify": 1, "length_chars": 125, "length_tokens": 1863, "length_tokens_text_only": 72, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8097246343439275, "iqa_live_min": 0.8097246343439275, "iqa_live_max": 0.8097246343439275, "iqa_csiq_mean": 0.894840657711029, "iqa_csiq_min": 0.894840657711029, "iqa_csiq_max": 0.894840657711029, "iqa_tid2013_mean": 0.6522723833719889, "iqa_tid2013_min": 0.6522723833719889, "iqa_tid2013_max": 0.6522723833719889, "iqa_kadid10k_mean": 0.6585845947265625, "iqa_kadid10k_min": 0.6585845947265625, "iqa_kadid10k_max": 0.6585845947265625, "iqa_flive_mean": 0.7082830872198549, "iqa_flive_min": 0.7082830872198549, "iqa_flive_max": 0.7082830872198549, "iqa_spaq_mean": 0.6818641123145518, "iqa_spaq_min": 0.6818641123145518, "iqa_spaq_max": 0.6818641123145518, "iqa_clive_mean": 0.6137325787785077, "iqa_clive_min": 0.6137325787785077, "iqa_clive_max": 0.6137325787785077, "iqa_koniq10k_mean": 0.6585496074021465, "iqa_koniq10k_min": 0.6585496074021465, "iqa_koniq10k_max": 0.6585496074021465, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.950890373261029 }, { "lang": "tl", "score": 0.013055186447645029 }, { "lang": "nn", "score": 0.0046927401474111015 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8750225305557251 }, { "lang": "fr", "score": 0.008784947916865349 }, { "lang": "de", "score": 0.006052648648619652 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8097246343439275, "iqa_v2_live_min": 0.8097246343439275, "iqa_v2_live_max": 0.8097246343439275, "iqa_v2_csiq_mean": 0.894840657711029, "iqa_v2_csiq_min": 0.894840657711029, "iqa_v2_csiq_max": 0.894840657711029, "iqa_v2_tid2013_mean": 0.6522723833719889, "iqa_v2_tid2013_min": 0.6522723833719889, "iqa_v2_tid2013_max": 0.6522723833719889, "iqa_v2_kadid10k_mean": 0.6585311889648438, "iqa_v2_kadid10k_min": 0.6585311889648438, "iqa_v2_kadid10k_max": 0.6585311889648438, "iqa_v2_flive_mean": 0.7082436301491478, "iqa_v2_flive_min": 0.7082436301491478, "iqa_v2_flive_max": 0.7082436301491478, "iqa_v2_spaq_mean": 0.6818641123145518, "iqa_v2_spaq_min": 0.6818641123145518, "iqa_v2_spaq_max": 0.6818641123145518, "iqa_v2_clive_mean": 0.6137325787785077, "iqa_v2_clive_min": 0.6137325787785077, "iqa_v2_clive_max": 0.6137325787785077, "iqa_v2_koniq10k_mean": 0.6585496074021465, "iqa_v2_koniq10k_min": 0.6585496074021465, "iqa_v2_koniq10k_max": 0.6585496074021465, "imdecont": { "jpg": 0.25740599632263184 }, "imdecont_image_match": { "jpg": 268783 }, "imdecont_max": 0.25740599632263184, "imdecont_mean": 0.25740599632263184, "imdecont_min": 0.25740599632263184, "clip_score_clip_vitl14_224_prev_turn_only_min": 38.0, "clip_score_clip_vitl14_224_prev_turn_only_mean": 38.0, "clip_score_clip_vitl14_224_prev_turn_only_max": 38.0, "clip_score_dfn_public_prev_turn_only_min": 2.2421875, "clip_score_dfn_public_prev_turn_only_mean": 2.2421875, "clip_score_dfn_public_prev_turn_only_max": 2.2421875, "clip_score_siglip2_b16_224_prev_turn_only_min": 9.640625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 9.640625, "clip_score_siglip2_b16_224_prev_turn_only_max": 9.640625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 32.0, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 32.0, "clip_score_longclip_vitl14_224_prev_turn_only_max": 32.0, "clip_score_clip_vitl14_224_next_turn_only_min": 15.53125, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.53125, "clip_score_clip_vitl14_224_next_turn_only_max": 15.53125, "clip_score_dfn_public_next_turn_only_min": 0.01910400390625, "clip_score_dfn_public_next_turn_only_mean": 0.01910400390625, "clip_score_dfn_public_next_turn_only_max": 0.01910400390625, "clip_score_siglip2_b16_224_next_turn_only_min": -10.484375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.484375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.484375, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.3046875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.3046875, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.3046875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 38.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 38.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 38.6875, "clip_score_dfn_public_prev_and_next_turn_min": 2.185546875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.185546875, "clip_score_dfn_public_prev_and_next_turn_max": 2.185546875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 8.34375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 8.34375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 8.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 31.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 31.9375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 31.9375, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1563.11 }, "im_clarity_mean": 1563.11, "im_clarity_min": 1563.11, "im_clarity_max": 1563.11, "im_luma": { "jpg": 80.6 }, "im_luma_mean": 80.6, "im_luma_min": 80.6, "im_luma_max": 80.6, "im_saturation": { "jpg": 114.33 }, "im_saturation_mean": 114.33, "im_saturation_min": 114.33, "im_saturation_max": 114.33, "im_entropy": { "jpg": 7.42 }, "im_entropy_mean": 7.42, "im_entropy_min": 7.42, "im_entropy_max": 7.42, "unifilter_score_qwen2_5_1_5b": -1.3623046875, "unifilter_score_qwen3_0_6b": 1.1552734375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.950890373261029, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.013055186447645029, "language_detection_annotation_lingua_2_lan": "nn", "language_detection_annotation_lingua_2_score": 0.0046927401474111015, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8750225305557251, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.008784947916865349, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.006052648648619652, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.5118034482002258, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.6569579839706421, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9950644373893738, "text_quality_nvidia_edu_nemotron4_score": 0.0587158203125, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.7552109956741333, "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": 9.894371032714844e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 10.0 }, "198": { "detoxify": 0, "length_chars": 125, "length_tokens": 3400, "length_tokens_text_only": 73, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6251444575762508, "iqa_live_min": 0.6251444575762508, "iqa_live_max": 0.6251444575762508, "iqa_csiq_mean": 0.851139485836029, "iqa_csiq_min": 0.851139485836029, "iqa_csiq_max": 0.851139485836029, "iqa_tid2013_mean": 0.3709138764275445, "iqa_tid2013_min": 0.3709138764275445, "iqa_tid2013_max": 0.3709138764275445, "iqa_kadid10k_mean": 0.2613525390625, "iqa_kadid10k_min": 0.2613525390625, "iqa_kadid10k_max": 0.2613525390625, "iqa_flive_mean": 0.673718693280461, "iqa_flive_min": 0.673718693280461, "iqa_flive_max": 0.673718693280461, "iqa_spaq_mean": 0.6599259810014205, "iqa_spaq_min": 0.6599259810014205, "iqa_spaq_max": 0.6599259810014205, "iqa_clive_mean": 0.6028424272633562, "iqa_clive_min": 0.6028424272633562, "iqa_clive_max": 0.6028424272633562, "iqa_koniq10k_mean": 0.6135685853283815, "iqa_koniq10k_min": 0.6135685853283815, "iqa_koniq10k_max": 0.6135685853283815, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9799691966749959 }, { "lang": "tl", "score": 0.0041752407660689585 }, { "lang": "fr", "score": 0.0020926820503217444 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9425972700119019 }, { "lang": "fr", "score": 0.00471531180664897 }, { "lang": "id", "score": 0.0030257687903940678 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6251444575762508, "iqa_v2_live_min": 0.6251444575762508, "iqa_v2_live_max": 0.6251444575762508, "iqa_v2_csiq_mean": 0.851139485836029, "iqa_v2_csiq_min": 0.851139485836029, "iqa_v2_csiq_max": 0.851139485836029, "iqa_v2_tid2013_mean": 0.3709138764275445, "iqa_v2_tid2013_min": 0.3709138764275445, "iqa_v2_tid2013_max": 0.3709138764275445, "iqa_v2_kadid10k_mean": 0.2613525390625, "iqa_v2_kadid10k_min": 0.2613525390625, "iqa_v2_kadid10k_max": 0.2613525390625, "iqa_v2_flive_mean": 0.673718693280461, "iqa_v2_flive_min": 0.673718693280461, "iqa_v2_flive_max": 0.673718693280461, "iqa_v2_spaq_mean": 0.6599259810014205, "iqa_v2_spaq_min": 0.6599259810014205, "iqa_v2_spaq_max": 0.6599259810014205, "iqa_v2_clive_mean": 0.6028424272633562, "iqa_v2_clive_min": 0.6028424272633562, "iqa_v2_clive_max": 0.6028424272633562, "iqa_v2_koniq10k_mean": 0.6135685853283815, "iqa_v2_koniq10k_min": 0.6135685853283815, "iqa_v2_koniq10k_max": 0.6135685853283815, "imdecont": { "jpg": 0.3219156265258789 }, "imdecont_image_match": { "jpg": 265910 }, "imdecont_max": 0.3219156265258789, "imdecont_mean": 0.3219156265258789, "imdecont_min": 0.3219156265258789, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.90625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.90625, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.90625, "clip_score_dfn_public_prev_turn_only_min": 3.794921875, "clip_score_dfn_public_prev_turn_only_mean": 3.794921875, "clip_score_dfn_public_prev_turn_only_max": 3.794921875, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.125, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.46875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.46875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.46875, "clip_score_clip_vitl14_224_next_turn_only_min": 15.2734375, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.2734375, "clip_score_clip_vitl14_224_next_turn_only_max": 15.2734375, "clip_score_dfn_public_next_turn_only_min": 0.0650634765625, "clip_score_dfn_public_next_turn_only_mean": 0.0650634765625, "clip_score_dfn_public_next_turn_only_max": 0.0650634765625, "clip_score_siglip2_b16_224_next_turn_only_min": -10.1171875, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.1171875, "clip_score_siglip2_b16_224_next_turn_only_max": -10.1171875, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.1875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.1875, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.4375, "clip_score_dfn_public_prev_and_next_turn_min": 3.90234375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.90234375, "clip_score_dfn_public_prev_and_next_turn_max": 3.90234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.609375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.3125, "im_height": { "jpg": 402 }, "im_height_mean": 402.0, "im_height_min": 402, "im_height_max": 402, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.3682 }, "im_ar_mean": 1.3682, "im_ar_min": 1.3682, "im_ar_max": 1.3682, "im_kilobytes": { "jpg": 647.75 }, "im_kilobytes_mean": 647.75, "im_kilobytes_min": 647.75, "im_kilobytes_max": 647.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4470.1 }, "im_clarity_mean": 4470.1, "im_clarity_min": 4470.1, "im_clarity_max": 4470.1, "im_luma": { "jpg": 129.93 }, "im_luma_mean": 129.93, "im_luma_min": 129.93, "im_luma_max": 129.93, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 7.46 }, "im_entropy_mean": 7.46, "im_entropy_min": 7.46, "im_entropy_max": 7.46, "unifilter_score_qwen2_5_1_5b": -0.5673828125, "unifilter_score_qwen3_0_6b": 0.283447265625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9799691966749959, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.0041752407660689585, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 0.0020926820503217444, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9425972700119019, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.00471531180664897, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.0030257687903940678, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.5438215136528015, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.3695138692855835, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9932164549827576, "text_quality_nvidia_edu_nemotron4_score": 0.41552734375, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.008395850658416748, "text_quality_dolma3_fasttext_score": 3.2901763916015625e-05, "custom_fasttext_val_fasttext_score": 0.00037986040115356445, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0002434849739074707, "custom_fasttext_core_clean_fasttext_score": 3.5762786865234375e-07, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 9.0 }, "211": { "detoxify": 0, "length_chars": 128, "length_tokens": 1873, "length_tokens_text_only": 81, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7041375131318064, "iqa_live_min": 0.7041375131318064, "iqa_live_max": 0.7041375131318064, "iqa_csiq_mean": 0.818424642086029, "iqa_csiq_min": 0.818424642086029, "iqa_csiq_max": 0.818424642086029, "iqa_tid2013_mean": 0.43189477920532227, "iqa_tid2013_min": 0.43189477920532227, "iqa_tid2013_max": 0.43189477920532227, "iqa_kadid10k_mean": 0.555419921875, "iqa_kadid10k_min": 0.555419921875, "iqa_kadid10k_max": 0.555419921875, "iqa_flive_mean": 0.6953806250986427, "iqa_flive_min": 0.6953806250986427, "iqa_flive_max": 0.6953806250986427, "iqa_spaq_mean": 0.6522713092842488, "iqa_spaq_min": 0.6522713092842488, "iqa_spaq_max": 0.6522713092842488, "iqa_clive_mean": 0.6123910383744674, "iqa_clive_min": 0.6123910383744674, "iqa_clive_max": 0.6123910383744674, "iqa_koniq10k_mean": 0.6863273851799243, "iqa_koniq10k_min": 0.6863273851799243, "iqa_koniq10k_max": 0.6863273851799243, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.7088588039733673 }, { "lang": "fr", "score": 0.04526197244478584 }, { "lang": "tl", "score": 0.04135690032640159 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7710281610488892 }, { "lang": "id", "score": 0.01352178119122982 }, { "lang": "bn", "score": 0.013224090449512005 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7041375131318064, "iqa_v2_live_min": 0.7041375131318064, "iqa_v2_live_max": 0.7041375131318064, "iqa_v2_csiq_mean": 0.818424642086029, "iqa_v2_csiq_min": 0.818424642086029, "iqa_v2_csiq_max": 0.818424642086029, "iqa_v2_tid2013_mean": 0.43189477920532227, "iqa_v2_tid2013_min": 0.43189477920532227, "iqa_v2_tid2013_max": 0.43189477920532227, "iqa_v2_kadid10k_mean": 0.555419921875, "iqa_v2_kadid10k_min": 0.555419921875, "iqa_v2_kadid10k_max": 0.555419921875, "iqa_v2_flive_mean": 0.6953806250986427, "iqa_v2_flive_min": 0.6953806250986427, "iqa_v2_flive_max": 0.6953806250986427, "iqa_v2_spaq_mean": 0.6522713092842488, "iqa_v2_spaq_min": 0.6522713092842488, "iqa_v2_spaq_max": 0.6522713092842488, "iqa_v2_clive_mean": 0.6123910383744674, "iqa_v2_clive_min": 0.6123910383744674, "iqa_v2_clive_max": 0.6123910383744674, "iqa_v2_koniq10k_mean": 0.6863273851799243, "iqa_v2_koniq10k_min": 0.6863273851799243, "iqa_v2_koniq10k_max": 0.6863273851799243, "imdecont": { "jpg": 0.25757646560668945 }, "imdecont_image_match": { "jpg": 266015 }, "imdecont_max": 0.25757646560668945, "imdecont_mean": 0.25757646560668945, "imdecont_min": 0.25757646560668945, "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": -0.44287109375, "clip_score_dfn_public_prev_turn_only_mean": -0.44287109375, "clip_score_dfn_public_prev_turn_only_max": -0.44287109375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.59375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.59375, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.59375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 12.484375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 12.484375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 12.484375, "clip_score_clip_vitl14_224_next_turn_only_min": 12.296875, "clip_score_clip_vitl14_224_next_turn_only_mean": 12.296875, "clip_score_clip_vitl14_224_next_turn_only_max": 12.296875, "clip_score_dfn_public_next_turn_only_min": 0.2020263671875, "clip_score_dfn_public_next_turn_only_mean": 0.2020263671875, "clip_score_dfn_public_next_turn_only_max": 0.2020263671875, "clip_score_siglip2_b16_224_next_turn_only_min": -7.8203125, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.8203125, "clip_score_siglip2_b16_224_next_turn_only_max": -7.8203125, "clip_score_longclip_vitl14_224_next_turn_only_min": 12.0390625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 12.0390625, "clip_score_longclip_vitl14_224_next_turn_only_max": 12.0390625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 15.1484375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 15.1484375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 15.1484375, "clip_score_dfn_public_prev_and_next_turn_min": -0.3134765625, "clip_score_dfn_public_prev_and_next_turn_mean": -0.3134765625, "clip_score_dfn_public_prev_and_next_turn_max": -0.3134765625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.984375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.984375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 12.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 12.34375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 12.34375, "im_height": { "jpg": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 266 }, "im_width_mean": 266.0, "im_width_min": 266, "im_width_max": 266, "im_ar": { "jpg": 0.665 }, "im_ar_mean": 0.665, "im_ar_min": 0.665, "im_ar_max": 0.665, "im_kilobytes": { "jpg": 311.72 }, "im_kilobytes_mean": 311.72, "im_kilobytes_min": 311.72, "im_kilobytes_max": 311.72, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3521.27 }, "im_clarity_mean": 3521.27, "im_clarity_min": 3521.27, "im_clarity_max": 3521.27, "im_luma": { "jpg": 100.04 }, "im_luma_mean": 100.04, "im_luma_min": 100.04, "im_luma_max": 100.04, "im_saturation": { "jpg": 51.65 }, "im_saturation_mean": 51.65, "im_saturation_min": 51.65, "im_saturation_max": 51.65, "im_entropy": { "jpg": 7.72 }, "im_entropy_mean": 7.72, "im_entropy_min": 7.72, "im_entropy_max": 7.72, "unifilter_score_qwen2_5_1_5b": -1.5, "unifilter_score_qwen3_0_6b": -2.185546875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.7088588039733673, "language_detection_annotation_lingua_1_lan": "fr", "language_detection_annotation_lingua_1_score": 0.04526197244478584, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.04135690032640159, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7710281610488892, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.01352178119122982, "language_detection_annotation_nllb_2_lan": "bn", "language_detection_annotation_nllb_2_score": 0.013224090449512005, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.39372289180755615, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.7735835909843445, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9962989687919617, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9712775945663452, "text_quality_dolma3_fasttext_score": 0.9999293088912964, "custom_fasttext_val_fasttext_score": 0.00018447637557983398, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0002148747444152832, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 11.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.78125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 4.40625, "within_sample_repetition_detection": 9.0 }, "207": { "detoxify": 1, "length_chars": 123, "length_tokens": 3402, "length_tokens_text_only": 75, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7508546848489781, "iqa_live_min": 0.7508546848489781, "iqa_live_max": 0.7508546848489781, "iqa_csiq_mean": 0.918034017086029, "iqa_csiq_min": 0.918034017086029, "iqa_csiq_max": 0.918034017086029, "iqa_tid2013_mean": 0.6253626611497667, "iqa_tid2013_min": 0.6253626611497667, "iqa_tid2013_max": 0.6253626611497667, "iqa_kadid10k_mean": 0.690185546875, "iqa_kadid10k_min": 0.690185546875, "iqa_kadid10k_max": 0.690185546875, "iqa_flive_mean": 0.7181078978259154, "iqa_flive_min": 0.7181078978259154, "iqa_flive_max": 0.7181078978259154, "iqa_spaq_mean": 0.6022397436276832, "iqa_spaq_min": 0.6022397436276832, "iqa_spaq_max": 0.6022397436276832, "iqa_clive_mean": 0.6008695737280028, "iqa_clive_min": 0.6008695737280028, "iqa_clive_max": 0.6008695737280028, "iqa_koniq10k_mean": 0.6986379912405304, "iqa_koniq10k_min": 0.6986379912405304, "iqa_koniq10k_max": 0.6986379912405304, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9742873770469163 }, { "lang": "tl", "score": 0.005864056707802356 }, { "lang": "nl", "score": 0.002912143687388215 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9555823802947998 }, { "lang": "te", "score": 0.002291671000421047 }, { "lang": "id", "score": 0.0020010911393910646 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7508546848489781, "iqa_v2_live_min": 0.7508546848489781, "iqa_v2_live_max": 0.7508546848489781, "iqa_v2_csiq_mean": 0.918034017086029, "iqa_v2_csiq_min": 0.918034017086029, "iqa_v2_csiq_max": 0.918034017086029, "iqa_v2_tid2013_mean": 0.6253626611497667, "iqa_v2_tid2013_min": 0.6253626611497667, "iqa_v2_tid2013_max": 0.6253626611497667, "iqa_v2_kadid10k_mean": 0.690155029296875, "iqa_v2_kadid10k_min": 0.690155029296875, "iqa_v2_kadid10k_max": 0.690155029296875, "iqa_v2_flive_mean": 0.7181473548966225, "iqa_v2_flive_min": 0.7181473548966225, "iqa_v2_flive_max": 0.7181473548966225, "iqa_v2_spaq_mean": 0.6022397436276832, "iqa_v2_spaq_min": 0.6022397436276832, "iqa_v2_spaq_max": 0.6022397436276832, "iqa_v2_clive_mean": 0.6008695737280028, "iqa_v2_clive_min": 0.6008695737280028, "iqa_v2_clive_max": 0.6008695737280028, "iqa_v2_koniq10k_mean": 0.6986379912405304, "iqa_v2_koniq10k_min": 0.6986379912405304, "iqa_v2_koniq10k_max": 0.6986379912405304, "imdecont": { "jpg": 0.2982707619667053 }, "imdecont_image_match": { "jpg": 232001 }, "imdecont_max": 0.2982707619667053, "imdecont_mean": 0.2982707619667053, "imdecont_min": 0.2982707619667053, "clip_score_clip_vitl14_224_prev_turn_only_min": 14.2734375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 14.2734375, "clip_score_clip_vitl14_224_prev_turn_only_max": 14.2734375, "clip_score_dfn_public_prev_turn_only_min": 1.6494140625, "clip_score_dfn_public_prev_turn_only_mean": 1.6494140625, "clip_score_dfn_public_prev_turn_only_max": 1.6494140625, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.390625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.390625, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.390625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 16.546875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 16.546875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 16.546875, "clip_score_clip_vitl14_224_next_turn_only_min": 13.046875, "clip_score_clip_vitl14_224_next_turn_only_mean": 13.046875, "clip_score_clip_vitl14_224_next_turn_only_max": 13.046875, "clip_score_dfn_public_next_turn_only_min": 1.060546875, "clip_score_dfn_public_next_turn_only_mean": 1.060546875, "clip_score_dfn_public_next_turn_only_max": 1.060546875, "clip_score_siglip2_b16_224_next_turn_only_min": -9.5859375, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.5859375, "clip_score_siglip2_b16_224_next_turn_only_max": -9.5859375, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.21875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.21875, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.21875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 14.3203125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 14.3203125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 14.3203125, "clip_score_dfn_public_prev_and_next_turn_min": 1.5712890625, "clip_score_dfn_public_prev_and_next_turn_mean": 1.5712890625, "clip_score_dfn_public_prev_and_next_turn_max": 1.5712890625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.984375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.984375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.984375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 16.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 16.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 16.59375, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 616 }, "im_width_mean": 616.0, "im_width_min": 616, "im_width_max": 616, "im_ar": { "jpg": 0.77 }, "im_ar_mean": 0.77, "im_ar_min": 0.77, "im_ar_max": 0.77, "im_kilobytes": { "jpg": 1443.75 }, "im_kilobytes_mean": 1443.75, "im_kilobytes_min": 1443.75, "im_kilobytes_max": 1443.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1355.08 }, "im_clarity_mean": 1355.08, "im_clarity_min": 1355.08, "im_clarity_max": 1355.08, "im_luma": { "jpg": 109.53 }, "im_luma_mean": 109.53, "im_luma_min": 109.53, "im_luma_max": 109.53, "im_saturation": { "jpg": 123.33 }, "im_saturation_mean": 123.33, "im_saturation_min": 123.33, "im_saturation_max": 123.33, "im_entropy": { "jpg": 7.56 }, "im_entropy_mean": 7.56, "im_entropy_min": 7.56, "im_entropy_max": 7.56, "unifilter_score_qwen2_5_1_5b": -0.60546875, "unifilter_score_qwen3_0_6b": -1.5732421875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9742873770469163, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.005864056707802356, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.002912143687388215, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9555823802947998, "language_detection_annotation_nllb_1_lan": "te", "language_detection_annotation_nllb_1_score": 0.002291671000421047, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.0020010911393910646, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8973441123962402, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.28382572531700134, "text_quality_nvidia_domain_label": "Food_and_Drink", "text_quality_nvidia_domain_score": 0.5888696908950806, "text_quality_nvidia_edu_nemotron4_score": 0.3759765625, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9832371473312378, "text_quality_dolma3_fasttext_score": 0.9999653100967407, "custom_fasttext_val_fasttext_score": 1.990795135498047e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 4.7326087951660156e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 7.0 }, "193": { "detoxify": 0, "length_chars": 192, "length_tokens": 1882, "length_tokens_text_only": 90, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7237082202025134, "iqa_live_min": 0.7237082202025134, "iqa_live_max": 0.7237082202025134, "iqa_csiq_mean": 0.897037923336029, "iqa_csiq_min": 0.897037923336029, "iqa_csiq_max": 0.897037923336029, "iqa_tid2013_mean": 0.6203713417053223, "iqa_tid2013_min": 0.6203713417053223, "iqa_tid2013_max": 0.6203713417053223, "iqa_kadid10k_mean": 0.8077392578125, "iqa_kadid10k_min": 0.8077392578125, "iqa_kadid10k_max": 0.8077392578125, "iqa_flive_mean": 0.7324308144925822, "iqa_flive_min": 0.7324308144925822, "iqa_flive_max": 0.7324308144925822, "iqa_spaq_mean": 0.6447744658499054, "iqa_spaq_min": 0.6447744658499054, "iqa_spaq_max": 0.6447744658499054, "iqa_clive_mean": 0.6617912523674243, "iqa_clive_min": 0.6617912523674243, "iqa_clive_max": 0.6617912523674243, "iqa_koniq10k_mean": 0.6834864760890152, "iqa_koniq10k_min": 0.6834864760890152, "iqa_koniq10k_max": 0.6834864760890152, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "nb", "score": 8.729656861064673e-24 }, { "lang": "de", "score": 5.1378737307623524e-26 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9579163193702698 }, { "lang": "de", "score": 0.004023375455290079 }, { "lang": "ru", "score": 0.0019928240217268467 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7237082202025134, "iqa_v2_live_min": 0.7237082202025134, "iqa_v2_live_max": 0.7237082202025134, "iqa_v2_csiq_mean": 0.897037923336029, "iqa_v2_csiq_min": 0.897037923336029, "iqa_v2_csiq_max": 0.897037923336029, "iqa_v2_tid2013_mean": 0.6203713417053223, "iqa_v2_tid2013_min": 0.6203713417053223, "iqa_v2_tid2013_max": 0.6203713417053223, "iqa_v2_kadid10k_mean": 0.8077392578125, "iqa_v2_kadid10k_min": 0.8077392578125, "iqa_v2_kadid10k_max": 0.8077392578125, "iqa_v2_flive_mean": 0.7324308144925822, "iqa_v2_flive_min": 0.7324308144925822, "iqa_v2_flive_max": 0.7324308144925822, "iqa_v2_spaq_mean": 0.6447744658499054, "iqa_v2_spaq_min": 0.6447744658499054, "iqa_v2_spaq_max": 0.6447744658499054, "iqa_v2_clive_mean": 0.6617912523674243, "iqa_v2_clive_min": 0.6617912523674243, "iqa_v2_clive_max": 0.6617912523674243, "iqa_v2_koniq10k_mean": 0.6834864760890152, "iqa_v2_koniq10k_min": 0.6834864760890152, "iqa_v2_koniq10k_max": 0.6834864760890152, "imdecont": { "jpg": 0.3035907745361328 }, "imdecont_image_match": { "jpg": 262241 }, "imdecont_max": 0.3035907745361328, "imdecont_mean": 0.3035907745361328, "imdecont_min": 0.3035907745361328, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.9375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.9375, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.9375, "clip_score_dfn_public_prev_turn_only_min": 2.07421875, "clip_score_dfn_public_prev_turn_only_mean": 2.07421875, "clip_score_dfn_public_prev_turn_only_max": 2.07421875, "clip_score_siglip2_b16_224_prev_turn_only_min": -0.546875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.546875, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.546875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 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": 19.625, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.625, "clip_score_clip_vitl14_224_next_turn_only_max": 19.625, "clip_score_dfn_public_next_turn_only_min": 0.2763671875, "clip_score_dfn_public_next_turn_only_mean": 0.2763671875, "clip_score_dfn_public_next_turn_only_max": 0.2763671875, "clip_score_siglip2_b16_224_next_turn_only_min": -6.9609375, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.9609375, "clip_score_siglip2_b16_224_next_turn_only_max": -6.9609375, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.5625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.5625, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 21.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 21.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 21.5625, "clip_score_dfn_public_prev_and_next_turn_min": 2.044921875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.044921875, "clip_score_dfn_public_prev_and_next_turn_max": 2.044921875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.46875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.46875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 17.5, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 17.5, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 17.5, "im_height": { "jpg": 399 }, "im_height_mean": 399.0, "im_height_min": 399, "im_height_max": 399, "im_width": { "jpg": 265 }, "im_width_mean": 265.0, "im_width_min": 265, "im_width_max": 265, "im_ar": { "jpg": 0.6642 }, "im_ar_mean": 0.6642, "im_ar_min": 0.6642, "im_ar_max": 0.6642, "im_kilobytes": { "jpg": 309.77 }, "im_kilobytes_mean": 309.77, "im_kilobytes_min": 309.77, "im_kilobytes_max": 309.77, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4166.65 }, "im_clarity_mean": 4166.65, "im_clarity_min": 4166.65, "im_clarity_max": 4166.65, "im_luma": { "jpg": 71.66 }, "im_luma_mean": 71.66, "im_luma_min": 71.66, "im_luma_max": 71.66, "im_saturation": { "jpg": 97.51 }, "im_saturation_mean": 97.51, "im_saturation_min": 97.51, "im_saturation_max": 97.51, "im_entropy": { "jpg": 6.97 }, "im_entropy_mean": 6.97, "im_entropy_min": 6.97, "im_entropy_max": 6.97, "unifilter_score_qwen2_5_1_5b": -0.154541015625, "unifilter_score_qwen3_0_6b": -1.9384765625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "nb", "language_detection_annotation_lingua_1_score": 8.729656861064673e-24, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 5.1378737307623524e-26, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9579163193702698, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.004023375455290079, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.0019928240217268467, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.655541718006134, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.4563412070274353, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.808945894241333, "text_quality_nvidia_edu_nemotron4_score": 0.1041259765625, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.6807307600975037, "text_quality_dolma3_fasttext_score": 0.4988856315612793, "custom_fasttext_val_fasttext_score": 0.017662644386291504, "custom_fasttext_core_fasttext_score": 0.012533962726593018, "custom_fasttext_val_clean_fasttext_score": 0.029645919799804688, "custom_fasttext_core_clean_fasttext_score": 0.025890469551086426, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.84375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 3.34375, "within_sample_repetition_detection": 4.0 }, "179": { "detoxify": 1, "length_chars": 147, "length_tokens": 1360, "length_tokens_text_only": 81, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7912587252530184, "iqa_live_min": 0.7912587252530184, "iqa_live_max": 0.7912587252530184, "iqa_csiq_mean": 0.926334798336029, "iqa_csiq_min": 0.926334798336029, "iqa_csiq_max": 0.926334798336029, "iqa_tid2013_mean": 0.6348027653164333, "iqa_tid2013_min": 0.6348027653164333, "iqa_tid2013_max": 0.6348027653164333, "iqa_kadid10k_mean": 0.69464111328125, "iqa_kadid10k_min": 0.69464111328125, "iqa_kadid10k_max": 0.69464111328125, "iqa_flive_mean": 0.7007467867148044, "iqa_flive_min": 0.7007467867148044, "iqa_flive_max": 0.7007467867148044, "iqa_spaq_mean": 0.6585055264559659, "iqa_spaq_min": 0.6585055264559659, "iqa_spaq_max": 0.6585055264559659, "iqa_clive_mean": 0.6466397372159092, "iqa_clive_min": 0.6466397372159092, "iqa_clive_max": 0.6466397372159092, "iqa_koniq10k_mean": 0.6664410215435607, "iqa_koniq10k_min": 0.6664410215435607, "iqa_koniq10k_max": 0.6664410215435607, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9628132963728905 }, { "lang": "nb", "score": 0.008595710837163522 }, { "lang": "tl", "score": 0.007970035623189584 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9014469385147095 }, { "lang": "es", "score": 0.00881348829716444 }, { "lang": "de", "score": 0.006469906307756901 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7912587252530184, "iqa_v2_live_min": 0.7912587252530184, "iqa_v2_live_max": 0.7912587252530184, "iqa_v2_csiq_mean": 0.926334798336029, "iqa_v2_csiq_min": 0.926334798336029, "iqa_v2_csiq_max": 0.926334798336029, "iqa_v2_tid2013_mean": 0.6348027653164333, "iqa_v2_tid2013_min": 0.6348027653164333, "iqa_v2_tid2013_max": 0.6348027653164333, "iqa_v2_kadid10k_mean": 0.694732666015625, "iqa_v2_kadid10k_min": 0.694732666015625, "iqa_v2_kadid10k_max": 0.694732666015625, "iqa_v2_flive_mean": 0.7008257008562185, "iqa_v2_flive_min": 0.7008257008562185, "iqa_v2_flive_max": 0.7008257008562185, "iqa_v2_spaq_mean": 0.6585055264559659, "iqa_v2_spaq_min": 0.6585055264559659, "iqa_v2_spaq_max": 0.6585055264559659, "iqa_v2_clive_mean": 0.6466397372159092, "iqa_v2_clive_min": 0.6466397372159092, "iqa_v2_clive_max": 0.6466397372159092, "iqa_v2_koniq10k_mean": 0.6664410215435607, "iqa_v2_koniq10k_min": 0.6664410215435607, "iqa_v2_koniq10k_max": 0.6664410215435607, "imdecont": { "jpg": 0.23348736763000488 }, "imdecont_image_match": { "jpg": 108332 }, "imdecont_max": 0.23348736763000488, "imdecont_mean": 0.23348736763000488, "imdecont_min": 0.23348736763000488, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.15625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.15625, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.15625, "clip_score_dfn_public_prev_turn_only_min": 4.62109375, "clip_score_dfn_public_prev_turn_only_mean": 4.62109375, "clip_score_dfn_public_prev_turn_only_max": 4.62109375, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.734375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.734375, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.734375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.96875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.96875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.96875, "clip_score_clip_vitl14_224_next_turn_only_min": 15.390625, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.390625, "clip_score_clip_vitl14_224_next_turn_only_max": 15.390625, "clip_score_dfn_public_next_turn_only_min": -1.1357421875, "clip_score_dfn_public_next_turn_only_mean": -1.1357421875, "clip_score_dfn_public_next_turn_only_max": -1.1357421875, "clip_score_siglip2_b16_224_next_turn_only_min": -7.75, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.75, "clip_score_siglip2_b16_224_next_turn_only_max": -7.75, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.734375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.734375, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.734375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.734375, "clip_score_dfn_public_prev_and_next_turn_min": 4.2109375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.2109375, "clip_score_dfn_public_prev_and_next_turn_max": 4.2109375, "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": 26.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.21875, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 723 }, "im_width_mean": 723.0, "im_width_min": 723, "im_width_max": 723, "im_ar": { "jpg": 0.9038 }, "im_ar_mean": 0.9038, "im_ar_min": 0.9038, "im_ar_max": 0.9038, "im_kilobytes": { "jpg": 1694.53 }, "im_kilobytes_mean": 1694.53, "im_kilobytes_min": 1694.53, "im_kilobytes_max": 1694.53, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2120.86 }, "im_clarity_mean": 2120.86, "im_clarity_min": 2120.86, "im_clarity_max": 2120.86, "im_luma": { "jpg": 106.76 }, "im_luma_mean": 106.76, "im_luma_min": 106.76, "im_luma_max": 106.76, "im_saturation": { "jpg": 87.39 }, "im_saturation_mean": 87.39, "im_saturation_min": 87.39, "im_saturation_max": 87.39, "im_entropy": { "jpg": 7.25 }, "im_entropy_mean": 7.25, "im_entropy_min": 7.25, "im_entropy_max": 7.25, "unifilter_score_qwen2_5_1_5b": -1.7275390625, "unifilter_score_qwen3_0_6b": -0.7294921875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9628132963728905, "language_detection_annotation_lingua_1_lan": "nb", "language_detection_annotation_lingua_1_score": 0.008595710837163522, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.007970035623189584, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9014469385147095, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.00881348829716444, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.006469906307756901, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.9458842873573303, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5802320241928101, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.9915055632591248, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.18058234453201294, "text_quality_dolma3_fasttext_score": 0.13175994157791138, "custom_fasttext_val_fasttext_score": 0.00020641088485717773, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 2.7894973754882812e-05, "custom_fasttext_core_clean_fasttext_score": 8.58306884765625e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 9.0 }, "203": { "detoxify": 1, "length_chars": 113, "length_tokens": 1864, "length_tokens_text_only": 72, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6973508969701901, "iqa_live_min": 0.6973508969701901, "iqa_live_max": 0.6973508969701901, "iqa_csiq_mean": 0.771793782711029, "iqa_csiq_min": 0.771793782711029, "iqa_csiq_max": 0.771793782711029, "iqa_tid2013_mean": 0.5642732514275445, "iqa_tid2013_min": 0.5642732514275445, "iqa_tid2013_max": 0.5642732514275445, "iqa_kadid10k_mean": 0.55572509765625, "iqa_kadid10k_min": 0.55572509765625, "iqa_kadid10k_max": 0.55572509765625, "iqa_flive_mean": 0.7114791099471276, "iqa_flive_min": 0.7114791099471276, "iqa_flive_max": 0.7114791099471276, "iqa_spaq_mean": 0.6106046426175821, "iqa_spaq_min": 0.6106046426175821, "iqa_spaq_max": 0.6106046426175821, "iqa_clive_mean": 0.5266113666572957, "iqa_clive_min": 0.5266113666572957, "iqa_clive_max": 0.5266113666572957, "iqa_koniq10k_mean": 0.579793332803129, "iqa_koniq10k_min": 0.579793332803129, "iqa_koniq10k_max": 0.579793332803129, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9558784239877509 }, { "lang": "tl", "score": 0.011802352016704735 }, { "lang": "la", "score": 0.007118306457866961 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8832923173904419 }, { "lang": "pt", "score": 0.00790621992200613 }, { "lang": "id", "score": 0.007509615272283554 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6973508969701901, "iqa_v2_live_min": 0.6973508969701901, "iqa_v2_live_max": 0.6973508969701901, "iqa_v2_csiq_mean": 0.771793782711029, "iqa_v2_csiq_min": 0.771793782711029, "iqa_v2_csiq_max": 0.771793782711029, "iqa_v2_tid2013_mean": 0.5642732514275445, "iqa_v2_tid2013_min": 0.5642732514275445, "iqa_v2_tid2013_max": 0.5642732514275445, "iqa_v2_kadid10k_mean": 0.55572509765625, "iqa_v2_kadid10k_min": 0.55572509765625, "iqa_v2_kadid10k_max": 0.55572509765625, "iqa_v2_flive_mean": 0.7114791099471276, "iqa_v2_flive_min": 0.7114791099471276, "iqa_v2_flive_max": 0.7114791099471276, "iqa_v2_spaq_mean": 0.6106835567589962, "iqa_v2_spaq_min": 0.6106835567589962, "iqa_v2_spaq_max": 0.6106835567589962, "iqa_v2_clive_mean": 0.5265719095865886, "iqa_v2_clive_min": 0.5265719095865886, "iqa_v2_clive_max": 0.5265719095865886, "iqa_v2_koniq10k_mean": 0.579793332803129, "iqa_v2_koniq10k_min": 0.579793332803129, "iqa_v2_koniq10k_max": 0.579793332803129, "imdecont": { "jpg": 0.29227370023727417 }, "imdecont_image_match": { "jpg": 265974 }, "imdecont_max": 0.29227370023727417, "imdecont_mean": 0.29227370023727417, "imdecont_min": 0.29227370023727417, "clip_score_clip_vitl14_224_prev_turn_only_min": 23.640625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 23.640625, "clip_score_clip_vitl14_224_prev_turn_only_max": 23.640625, "clip_score_dfn_public_prev_turn_only_min": 3.375, "clip_score_dfn_public_prev_turn_only_mean": 3.375, "clip_score_dfn_public_prev_turn_only_max": 3.375, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.328125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.328125, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.328125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.875, "clip_score_clip_vitl14_224_next_turn_only_min": 15.53125, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.53125, "clip_score_clip_vitl14_224_next_turn_only_max": 15.53125, "clip_score_dfn_public_next_turn_only_min": -0.2344970703125, "clip_score_dfn_public_next_turn_only_mean": -0.2344970703125, "clip_score_dfn_public_next_turn_only_max": -0.2344970703125, "clip_score_siglip2_b16_224_next_turn_only_min": -11.6875, "clip_score_siglip2_b16_224_next_turn_only_mean": -11.6875, "clip_score_siglip2_b16_224_next_turn_only_max": -11.6875, "clip_score_longclip_vitl14_224_next_turn_only_min": 12.8671875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 12.8671875, "clip_score_longclip_vitl14_224_next_turn_only_max": 12.8671875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 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": 3.734375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.734375, "clip_score_dfn_public_prev_and_next_turn_max": 3.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -1.5078125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -1.5078125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -1.5078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 21.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 21.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 21.5625, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2399.48 }, "im_clarity_mean": 2399.48, "im_clarity_min": 2399.48, "im_clarity_max": 2399.48, "im_luma": { "jpg": 106.24 }, "im_luma_mean": 106.24, "im_luma_min": 106.24, "im_luma_max": 106.24, "im_saturation": { "jpg": 77.06 }, "im_saturation_mean": 77.06, "im_saturation_min": 77.06, "im_saturation_max": 77.06, "im_entropy": { "jpg": 7.51 }, "im_entropy_mean": 7.51, "im_entropy_min": 7.51, "im_entropy_max": 7.51, "unifilter_score_qwen2_5_1_5b": 1.6416015625, "unifilter_score_qwen3_0_6b": -0.5048828125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9558784239877509, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.011802352016704735, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.007118306457866961, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8832923173904419, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.00790621992200613, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.007509615272283554, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.9527912139892578, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.4232092499732971, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.997399091720581, "text_quality_nvidia_edu_nemotron4_score": 0.1490478515625, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.5845929384231567, "text_quality_dolma3_fasttext_score": 0.9503238201141357, "custom_fasttext_val_fasttext_score": 2.2649765014648438e-06, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 2.5033950805664062e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.0625, "within_sample_repetition_detection": 8.0 }, "212": { "detoxify": 1, "length_chars": 143, "length_tokens": 1872, "length_tokens_text_only": 81, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7866817050509982, "iqa_live_min": 0.7866817050509982, "iqa_live_max": 0.7866817050509982, "iqa_csiq_mean": 0.895328938961029, "iqa_csiq_min": 0.895328938961029, "iqa_csiq_max": 0.895328938961029, "iqa_tid2013_mean": 0.5640019840664333, "iqa_tid2013_min": 0.5640019840664333, "iqa_tid2013_max": 0.5640019840664333, "iqa_kadid10k_mean": 0.6449594497680664, "iqa_kadid10k_min": 0.6449594497680664, "iqa_kadid10k_max": 0.6449594497680664, "iqa_flive_mean": 0.7007073296440973, "iqa_flive_min": 0.7007073296440973, "iqa_flive_max": 0.7007073296440973, "iqa_spaq_mean": 0.640118531506471, "iqa_spaq_min": 0.640118531506471, "iqa_spaq_max": 0.640118531506471, "iqa_clive_mean": 0.6534263533775253, "iqa_clive_min": 0.6534263533775253, "iqa_clive_max": 0.6534263533775253, "iqa_koniq10k_mean": 0.6743324356849748, "iqa_koniq10k_min": 0.6743324356849748, "iqa_koniq10k_max": 0.6743324356849748, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9871262914323099 }, { "lang": "tl", "score": 0.007015186373011786 }, { "lang": "fr", "score": 0.0017019263443609422 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7526333928108215 }, { "lang": "th", "score": 0.010829254053533077 }, { "lang": "pt", "score": 0.010004187002778053 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7866817050509982, "iqa_v2_live_min": 0.7866817050509982, "iqa_v2_live_max": 0.7866817050509982, "iqa_v2_csiq_mean": 0.895328938961029, "iqa_v2_csiq_min": 0.895328938961029, "iqa_v2_csiq_max": 0.895328938961029, "iqa_v2_tid2013_mean": 0.5640019840664333, "iqa_v2_tid2013_min": 0.5640019840664333, "iqa_v2_tid2013_max": 0.5640019840664333, "iqa_v2_kadid10k_mean": 0.6449203491210938, "iqa_v2_kadid10k_min": 0.6449203491210938, "iqa_v2_kadid10k_max": 0.6449203491210938, "iqa_v2_flive_mean": 0.7007073296440973, "iqa_v2_flive_min": 0.7007073296440973, "iqa_v2_flive_max": 0.7007073296440973, "iqa_v2_spaq_mean": 0.640118531506471, "iqa_v2_spaq_min": 0.640118531506471, "iqa_v2_spaq_max": 0.640118531506471, "iqa_v2_clive_mean": 0.6534263533775253, "iqa_v2_clive_min": 0.6534263533775253, "iqa_v2_clive_max": 0.6534263533775253, "iqa_v2_koniq10k_mean": 0.6740167791193182, "iqa_v2_koniq10k_min": 0.6740167791193182, "iqa_v2_koniq10k_max": 0.6740167791193182, "imdecont": { "jpg": 0.25847142934799194 }, "imdecont_image_match": { "jpg": 265924 }, "imdecont_max": 0.25847142934799194, "imdecont_mean": 0.25847142934799194, "imdecont_min": 0.25847142934799194, "clip_score_clip_vitl14_224_prev_turn_only_min": 33.3125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 33.3125, "clip_score_clip_vitl14_224_prev_turn_only_max": 33.3125, "clip_score_dfn_public_prev_turn_only_min": 2.138671875, "clip_score_dfn_public_prev_turn_only_mean": 2.138671875, "clip_score_dfn_public_prev_turn_only_max": 2.138671875, "clip_score_siglip2_b16_224_prev_turn_only_min": 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": 33.09375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 33.09375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 33.09375, "clip_score_clip_vitl14_224_next_turn_only_min": 14.7109375, "clip_score_clip_vitl14_224_next_turn_only_mean": 14.7109375, "clip_score_clip_vitl14_224_next_turn_only_max": 14.7109375, "clip_score_dfn_public_next_turn_only_min": 0.5927734375, "clip_score_dfn_public_next_turn_only_mean": 0.5927734375, "clip_score_dfn_public_next_turn_only_max": 0.5927734375, "clip_score_siglip2_b16_224_next_turn_only_min": -8.3203125, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.3203125, "clip_score_siglip2_b16_224_next_turn_only_max": -8.3203125, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.9921875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.9921875, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.9921875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 33.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 33.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 33.4375, "clip_score_dfn_public_prev_and_next_turn_min": 1.779296875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.779296875, "clip_score_dfn_public_prev_and_next_turn_max": 1.779296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 9.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 9.03125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 9.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 33.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 33.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 33.03125, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4430.32 }, "im_clarity_mean": 4430.32, "im_clarity_min": 4430.32, "im_clarity_max": 4430.32, "im_luma": { "jpg": 145.61 }, "im_luma_mean": 145.61, "im_luma_min": 145.61, "im_luma_max": 145.61, "im_saturation": { "jpg": 60.47 }, "im_saturation_mean": 60.47, "im_saturation_min": 60.47, "im_saturation_max": 60.47, "im_entropy": { "jpg": 7.2 }, "im_entropy_mean": 7.2, "im_entropy_min": 7.2, "im_entropy_max": 7.2, "unifilter_score_qwen2_5_1_5b": -0.0228424072265625, "unifilter_score_qwen3_0_6b": -1.9326171875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9871262914323099, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.007015186373011786, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 0.0017019263443609422, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7526333928108215, "language_detection_annotation_nllb_1_lan": "th", "language_detection_annotation_nllb_1_score": 0.010829254053533077, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.010004187002778053, "text_quality_weborganizer_topic_label": "Art & Design", "text_quality_weborganizer_topic_score": 0.27517130970954895, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.3251277506351471, "text_quality_nvidia_domain_label": "Food_and_Drink", "text_quality_nvidia_domain_score": 0.999896764755249, "text_quality_nvidia_edu_nemotron4_score": 0.461181640625, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.0012254714965820312, "text_quality_dolma3_fasttext_score": 0.746482253074646, "custom_fasttext_val_fasttext_score": 8.58306884765625e-06, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00025540590286254883, "custom_fasttext_core_clean_fasttext_score": 4.267692565917969e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 8.0 }, "208": { "detoxify": 1, "length_chars": 202, "length_tokens": 859, "length_tokens_text_only": 92, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7667953414146346, "iqa_live_min": 0.7667953414146346, "iqa_live_max": 0.7667953414146346, "iqa_csiq_mean": 0.913883626461029, "iqa_csiq_min": 0.913883626461029, "iqa_csiq_max": 0.913883626461029, "iqa_tid2013_mean": 0.5794642236497667, "iqa_tid2013_min": 0.5794642236497667, "iqa_tid2013_max": 0.5794642236497667, "iqa_kadid10k_mean": 0.697662353515625, "iqa_kadid10k_min": 0.697662353515625, "iqa_kadid10k_max": 0.697662353515625, "iqa_flive_mean": 0.7057183776238952, "iqa_flive_min": 0.7057183776238952, "iqa_flive_max": 0.7057183776238952, "iqa_spaq_mean": 0.6358571678701074, "iqa_spaq_min": 0.6358571678701074, "iqa_spaq_max": 0.6358571678701074, "iqa_clive_mean": 0.6467975654987375, "iqa_clive_min": 0.6467975654987375, "iqa_clive_max": 0.6467975654987375, "iqa_koniq10k_mean": 0.663284455886995, "iqa_koniq10k_min": 0.663284455886995, "iqa_koniq10k_max": 0.663284455886995, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999998911 }, { "lang": "la", "score": 1.089873100790151e-13 }, { "lang": "fr", "score": 1.0335435738218948e-18 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7570334076881409 }, { "lang": "es", "score": 0.013635868206620216 }, { "lang": "pl", "score": 0.012375135906040668 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7667953414146346, "iqa_v2_live_min": 0.7667953414146346, "iqa_v2_live_max": 0.7667953414146346, "iqa_v2_csiq_mean": 0.913883626461029, "iqa_v2_csiq_min": 0.913883626461029, "iqa_v2_csiq_max": 0.913883626461029, "iqa_v2_tid2013_mean": 0.5794642236497667, "iqa_v2_tid2013_min": 0.5794642236497667, "iqa_v2_tid2013_max": 0.5794642236497667, "iqa_v2_kadid10k_mean": 0.697662353515625, "iqa_v2_kadid10k_min": 0.697662353515625, "iqa_v2_kadid10k_max": 0.697662353515625, "iqa_v2_flive_mean": 0.7057183776238952, "iqa_v2_flive_min": 0.7057183776238952, "iqa_v2_flive_max": 0.7057183776238952, "iqa_v2_spaq_mean": 0.6358571678701074, "iqa_v2_spaq_min": 0.6358571678701074, "iqa_v2_spaq_max": 0.6358571678701074, "iqa_v2_clive_mean": 0.6467975654987375, "iqa_v2_clive_min": 0.6467975654987375, "iqa_v2_clive_max": 0.6467975654987375, "iqa_v2_koniq10k_mean": 0.663284455886995, "iqa_v2_koniq10k_min": 0.663284455886995, "iqa_v2_koniq10k_max": 0.663284455886995, "imdecont": { "jpg": 0.37378525733947754 }, "imdecont_image_match": { "jpg": 265999 }, "imdecont_max": 0.37378525733947754, "imdecont_mean": 0.37378525733947754, "imdecont_min": 0.37378525733947754, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.640625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.640625, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.640625, "clip_score_dfn_public_prev_turn_only_min": 3.947265625, "clip_score_dfn_public_prev_turn_only_mean": 3.947265625, "clip_score_dfn_public_prev_turn_only_max": 3.947265625, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.15625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.15625, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.15625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.703125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.703125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.703125, "clip_score_clip_vitl14_224_next_turn_only_min": 17.734375, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.734375, "clip_score_clip_vitl14_224_next_turn_only_max": 17.734375, "clip_score_dfn_public_next_turn_only_min": 1.0537109375, "clip_score_dfn_public_next_turn_only_mean": 1.0537109375, "clip_score_dfn_public_next_turn_only_max": 1.0537109375, "clip_score_siglip2_b16_224_next_turn_only_min": -10.1953125, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.1953125, "clip_score_siglip2_b16_224_next_turn_only_max": -10.1953125, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.53125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.53125, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.53125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.53125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.53125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.53125, "clip_score_dfn_public_prev_and_next_turn_min": 3.74609375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.74609375, "clip_score_dfn_public_prev_and_next_turn_max": 3.74609375, "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": 27.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.59375, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 401 }, "im_width_mean": 401.0, "im_width_min": 401, "im_width_max": 401, "im_ar": { "jpg": 0.5012 }, "im_ar_mean": 0.5012, "im_ar_min": 0.5012, "im_ar_max": 0.5012, "im_kilobytes": { "jpg": 939.84 }, "im_kilobytes_mean": 939.84, "im_kilobytes_min": 939.84, "im_kilobytes_max": 939.84, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4558.98 }, "im_clarity_mean": 4558.98, "im_clarity_min": 4558.98, "im_clarity_max": 4558.98, "im_luma": { "jpg": 107.73 }, "im_luma_mean": 107.73, "im_luma_min": 107.73, "im_luma_max": 107.73, "im_saturation": { "jpg": 83.5 }, "im_saturation_mean": 83.5, "im_saturation_min": 83.5, "im_saturation_max": 83.5, "im_entropy": { "jpg": 6.37 }, "im_entropy_mean": 6.37, "im_entropy_min": 6.37, "im_entropy_max": 6.37, "unifilter_score_qwen2_5_1_5b": 1.021484375, "unifilter_score_qwen3_0_6b": -0.9560546875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999998911, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 1.089873100790151e-13, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 1.0335435738218948e-18, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7570334076881409, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.013635868206620216, "language_detection_annotation_nllb_2_lan": "pl", "language_detection_annotation_nllb_2_score": 0.012375135906040668, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.9163563251495361, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.5693556070327759, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.997385561466217, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9993731379508972, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0016646981239318848, "custom_fasttext_core_fasttext_score": 3.4928321838378906e-05, "custom_fasttext_val_clean_fasttext_score": 0.0028296709060668945, "custom_fasttext_core_clean_fasttext_score": 0.0003330707550048828, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 11.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 11.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 8.0 }, "205": { "detoxify": 0, "length_chars": 205, "length_tokens": 1883, "length_tokens_text_only": 92, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7322309474752406, "iqa_live_min": 0.7322309474752406, "iqa_live_max": 0.7322309474752406, "iqa_csiq_mean": 0.856510579586029, "iqa_csiq_min": 0.856510579586029, "iqa_csiq_max": 0.856510579586029, "iqa_tid2013_mean": 0.4877453380160861, "iqa_tid2013_min": 0.4877453380160861, "iqa_tid2013_max": 0.4877453380160861, "iqa_kadid10k_mean": 0.5198974609375, "iqa_kadid10k_min": 0.5198974609375, "iqa_kadid10k_max": 0.5198974609375, "iqa_flive_mean": 0.6900539205531881, "iqa_flive_min": 0.6900539205531881, "iqa_flive_max": 0.6900539205531881, "iqa_spaq_mean": 0.565860324435764, "iqa_spaq_min": 0.565860324435764, "iqa_spaq_max": 0.565860324435764, "iqa_clive_mean": 0.564174497970427, "iqa_clive_min": 0.564174497970427, "iqa_clive_max": 0.564174497970427, "iqa_koniq10k_mean": 0.6542882437657829, "iqa_koniq10k_min": 0.6542882437657829, "iqa_koniq10k_max": 0.6542882437657829, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "nn", "score": 7.521422772610962e-29 }, { "lang": "da", "score": 6.71261915630534e-30 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9819739460945129 }, { "lang": "ru", "score": 0.0010257894173264503 }, { "lang": "nl", "score": 0.0009336259099654853 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7322309474752406, "iqa_v2_live_min": 0.7322309474752406, "iqa_v2_live_max": 0.7322309474752406, "iqa_v2_csiq_mean": 0.856510579586029, "iqa_v2_csiq_min": 0.856510579586029, "iqa_v2_csiq_max": 0.856510579586029, "iqa_v2_tid2013_mean": 0.4877605968051486, "iqa_v2_tid2013_min": 0.4877605968051486, "iqa_v2_tid2013_max": 0.4877605968051486, "iqa_v2_kadid10k_mean": 0.51995849609375, "iqa_v2_kadid10k_min": 0.51995849609375, "iqa_v2_kadid10k_max": 0.51995849609375, "iqa_v2_flive_mean": 0.6900539205531881, "iqa_v2_flive_min": 0.6900539205531881, "iqa_v2_flive_max": 0.6900539205531881, "iqa_v2_spaq_mean": 0.565899781506471, "iqa_v2_spaq_min": 0.565899781506471, "iqa_v2_spaq_max": 0.565899781506471, "iqa_v2_clive_mean": 0.564174497970427, "iqa_v2_clive_min": 0.564174497970427, "iqa_v2_clive_max": 0.564174497970427, "iqa_v2_koniq10k_mean": 0.6542882437657829, "iqa_v2_koniq10k_min": 0.6542882437657829, "iqa_v2_koniq10k_max": 0.6542882437657829, "imdecont": { "jpg": 0.28133827447891235 }, "imdecont_image_match": { "jpg": 265840 }, "imdecont_max": 0.28133827447891235, "imdecont_mean": 0.28133827447891235, "imdecont_min": 0.28133827447891235, "clip_score_clip_vitl14_224_prev_turn_only_min": 34.75, "clip_score_clip_vitl14_224_prev_turn_only_mean": 34.75, "clip_score_clip_vitl14_224_prev_turn_only_max": 34.75, "clip_score_dfn_public_prev_turn_only_min": 3.046875, "clip_score_dfn_public_prev_turn_only_mean": 3.046875, "clip_score_dfn_public_prev_turn_only_max": 3.046875, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.0625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.0625, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.0625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.171875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.171875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.171875, "clip_score_clip_vitl14_224_next_turn_only_min": 17.796875, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.796875, "clip_score_clip_vitl14_224_next_turn_only_max": 17.796875, "clip_score_dfn_public_next_turn_only_min": 1.2666015625, "clip_score_dfn_public_next_turn_only_mean": 1.2666015625, "clip_score_dfn_public_next_turn_only_max": 1.2666015625, "clip_score_siglip2_b16_224_next_turn_only_min": -9.625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.625, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.78125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.78125, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 34.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 34.8125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 34.8125, "clip_score_dfn_public_prev_and_next_turn_min": 3.169921875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.169921875, "clip_score_dfn_public_prev_and_next_turn_max": 3.169921875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.109375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.109375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.03125, "im_height": { "jpg": 533 }, "im_height_mean": 533.0, "im_height_min": 533, "im_height_max": 533, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.5009 }, "im_ar_mean": 1.5009, "im_ar_min": 1.5009, "im_ar_max": 1.5009, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3026.46 }, "im_clarity_mean": 3026.46, "im_clarity_min": 3026.46, "im_clarity_max": 3026.46, "im_luma": { "jpg": 97.71 }, "im_luma_mean": 97.71, "im_luma_min": 97.71, "im_luma_max": 97.71, "im_saturation": { "jpg": 77.91 }, "im_saturation_mean": 77.91, "im_saturation_min": 77.91, "im_saturation_max": 77.91, "im_entropy": { "jpg": 7.64 }, "im_entropy_mean": 7.64, "im_entropy_min": 7.64, "im_entropy_max": 7.64, "unifilter_score_qwen2_5_1_5b": 1.2509765625, "unifilter_score_qwen3_0_6b": -0.2880859375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "nn", "language_detection_annotation_lingua_1_score": 7.521422772610962e-29, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 6.71261915630534e-30, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9819739460945129, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0010257894173264503, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.0009336259099654853, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8305845260620117, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.3232017755508423, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9917095303535461, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9921530485153198, "text_quality_dolma3_fasttext_score": 0.9999107122421265, "custom_fasttext_val_fasttext_score": 0.019837558269500732, "custom_fasttext_core_fasttext_score": 0.0039643049240112305, "custom_fasttext_val_clean_fasttext_score": 0.022355198860168457, "custom_fasttext_core_clean_fasttext_score": 0.04836905002593994, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 7.0 }, "214": { "detoxify": 0, "length_chars": 127, "length_tokens": 1864, "length_tokens_text_only": 72, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7862082202025134, "iqa_live_min": 0.7862082202025134, "iqa_live_max": 0.7862082202025134, "iqa_csiq_mean": 0.892399251461029, "iqa_csiq_min": 0.892399251461029, "iqa_csiq_max": 0.892399251461029, "iqa_tid2013_mean": 0.5200295448303223, "iqa_tid2013_min": 0.5200295448303223, "iqa_tid2013_max": 0.5200295448303223, "iqa_kadid10k_mean": 0.700958251953125, "iqa_kadid10k_min": 0.700958251953125, "iqa_kadid10k_max": 0.700958251953125, "iqa_flive_mean": 0.7318784155026832, "iqa_flive_min": 0.7318784155026832, "iqa_flive_max": 0.7318784155026832, "iqa_spaq_mean": 0.6766557789812185, "iqa_spaq_min": 0.6766557789812185, "iqa_spaq_max": 0.6766557789812185, "iqa_clive_mean": 0.6842028685290404, "iqa_clive_min": 0.6842028685290404, "iqa_clive_max": 0.6842028685290404, "iqa_koniq10k_mean": 0.6686506175031566, "iqa_koniq10k_min": 0.6686506175031566, "iqa_koniq10k_max": 0.6686506175031566, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9812416181254181 }, { "lang": "tl", "score": 0.005797409511640463 }, { "lang": "la", "score": 0.0029924023399347565 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8841646313667297 }, { "lang": "id", "score": 0.007689324673265219 }, { "lang": "ru", "score": 0.005113731138408184 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7862082202025134, "iqa_v2_live_min": 0.7862082202025134, "iqa_v2_live_max": 0.7862082202025134, "iqa_v2_csiq_mean": 0.892399251461029, "iqa_v2_csiq_min": 0.892399251461029, "iqa_v2_csiq_max": 0.892399251461029, "iqa_v2_tid2013_mean": 0.5200295448303223, "iqa_v2_tid2013_min": 0.5200295448303223, "iqa_v2_tid2013_max": 0.5200295448303223, "iqa_v2_kadid10k_mean": 0.700897216796875, "iqa_v2_kadid10k_min": 0.700897216796875, "iqa_v2_kadid10k_max": 0.700897216796875, "iqa_v2_flive_mean": 0.7318784155026832, "iqa_v2_flive_min": 0.7318784155026832, "iqa_v2_flive_max": 0.7318784155026832, "iqa_v2_spaq_mean": 0.6766557789812185, "iqa_v2_spaq_min": 0.6766557789812185, "iqa_v2_spaq_max": 0.6766557789812185, "iqa_v2_clive_mean": 0.6842028685290404, "iqa_v2_clive_min": 0.6842028685290404, "iqa_v2_clive_max": 0.6842028685290404, "iqa_v2_koniq10k_mean": 0.6686506175031566, "iqa_v2_koniq10k_min": 0.6686506175031566, "iqa_v2_koniq10k_max": 0.6686506175031566, "imdecont": { "jpg": 0.2755398750305176 }, "imdecont_image_match": { "jpg": 108297 }, "imdecont_max": 0.2755398750305176, "imdecont_mean": 0.2755398750305176, "imdecont_min": 0.2755398750305176, "clip_score_clip_vitl14_224_prev_turn_only_min": 31.34375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 31.34375, "clip_score_clip_vitl14_224_prev_turn_only_max": 31.34375, "clip_score_dfn_public_prev_turn_only_min": 2.01171875, "clip_score_dfn_public_prev_turn_only_mean": 2.01171875, "clip_score_dfn_public_prev_turn_only_max": 2.01171875, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.6875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.6875, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.6875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.3125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.3125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.3125, "clip_score_clip_vitl14_224_next_turn_only_min": 16.125, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.125, "clip_score_clip_vitl14_224_next_turn_only_max": 16.125, "clip_score_dfn_public_next_turn_only_min": 0.5, "clip_score_dfn_public_next_turn_only_mean": 0.5, "clip_score_dfn_public_next_turn_only_max": 0.5, "clip_score_siglip2_b16_224_next_turn_only_min": -6.4296875, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.4296875, "clip_score_siglip2_b16_224_next_turn_only_max": -6.4296875, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.546875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.546875, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.546875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.859375, "clip_score_dfn_public_prev_and_next_turn_min": 1.7890625, "clip_score_dfn_public_prev_and_next_turn_mean": 1.7890625, "clip_score_dfn_public_prev_and_next_turn_max": 1.7890625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.5625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.5625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.203125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.203125, "im_height": { "jpg": 362 }, "im_height_mean": 362.0, "im_height_min": 362, "im_height_max": 362, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5193 }, "im_ar_mean": 1.5193, "im_ar_min": 1.5193, "im_ar_max": 1.5193, "im_kilobytes": { "jpg": 583.3 }, "im_kilobytes_mean": 583.3, "im_kilobytes_min": 583.3, "im_kilobytes_max": 583.3, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3886.27 }, "im_clarity_mean": 3886.27, "im_clarity_min": 3886.27, "im_clarity_max": 3886.27, "im_luma": { "jpg": 120.3 }, "im_luma_mean": 120.3, "im_luma_min": 120.3, "im_luma_max": 120.3, "im_saturation": { "jpg": 70.98 }, "im_saturation_mean": 70.98, "im_saturation_min": 70.98, "im_saturation_max": 70.98, "im_entropy": { "jpg": 7.42 }, "im_entropy_mean": 7.42, "im_entropy_min": 7.42, "im_entropy_max": 7.42, "unifilter_score_qwen2_5_1_5b": -1.4033203125, "unifilter_score_qwen3_0_6b": -0.4423828125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9812416181254181, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.005797409511640463, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.0029924023399347565, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8841646313667297, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.007689324673265219, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.005113731138408184, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.40313515067100525, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.6496432423591614, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9692836403846741, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9554624557495117, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0003008842468261719, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00450366735458374, "custom_fasttext_core_clean_fasttext_score": 6.949901580810547e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.0625, "within_sample_repetition_detection": 4.0 }, "215": { "detoxify": 1, "length_chars": 123, "length_tokens": 1865, "length_tokens_text_only": 74, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7664796848489781, "iqa_live_min": 0.7664796848489781, "iqa_live_max": 0.7664796848489781, "iqa_csiq_mean": 0.922184407711029, "iqa_csiq_min": 0.922184407711029, "iqa_csiq_max": 0.922184407711029, "iqa_tid2013_mean": 0.5525545014275445, "iqa_tid2013_min": 0.5525545014275445, "iqa_tid2013_max": 0.5525545014275445, "iqa_kadid10k_mean": 0.46630859375, "iqa_kadid10k_min": 0.46630859375, "iqa_kadid10k_max": 0.46630859375, "iqa_flive_mean": 0.6993657892400569, "iqa_flive_min": 0.6993657892400569, "iqa_flive_max": 0.6993657892400569, "iqa_spaq_mean": 0.5148719248145518, "iqa_spaq_min": 0.5148719248145518, "iqa_spaq_max": 0.5148719248145518, "iqa_clive_mean": 0.5344238666572957, "iqa_clive_min": 0.5344238666572957, "iqa_clive_max": 0.5344238666572957, "iqa_koniq10k_mean": 0.6547617286142677, "iqa_koniq10k_min": 0.6547617286142677, "iqa_koniq10k_max": 0.6547617286142677, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8945834401219053 }, { "lang": "tl", "score": 0.02811530439451978 }, { "lang": "la", "score": 0.02620463649864903 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9157404899597168 }, { "lang": "it", "score": 0.007646067999303341 }, { "lang": "es", "score": 0.004783041775226593 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7664796848489781, "iqa_v2_live_min": 0.7664796848489781, "iqa_v2_live_max": 0.7664796848489781, "iqa_v2_csiq_mean": 0.922184407711029, "iqa_v2_csiq_min": 0.922184407711029, "iqa_v2_csiq_max": 0.922184407711029, "iqa_v2_tid2013_mean": 0.5525545014275445, "iqa_v2_tid2013_min": 0.5525545014275445, "iqa_v2_tid2013_max": 0.5525545014275445, "iqa_v2_kadid10k_mean": 0.4661865234375, "iqa_v2_kadid10k_min": 0.4661865234375, "iqa_v2_kadid10k_max": 0.4661865234375, "iqa_v2_flive_mean": 0.6993263321693498, "iqa_v2_flive_min": 0.6993263321693498, "iqa_v2_flive_max": 0.6993263321693498, "iqa_v2_spaq_mean": 0.5148423320115215, "iqa_v2_spaq_min": 0.5148423320115215, "iqa_v2_spaq_max": 0.5148423320115215, "iqa_v2_clive_mean": 0.5343844095865886, "iqa_v2_clive_min": 0.5343844095865886, "iqa_v2_clive_max": 0.5343844095865886, "iqa_v2_koniq10k_mean": 0.6547617286142677, "iqa_v2_koniq10k_min": 0.6547617286142677, "iqa_v2_koniq10k_max": 0.6547617286142677, "imdecont": { "jpg": 0.26336097717285156 }, "imdecont_image_match": { "jpg": 230391 }, "imdecont_max": 0.26336097717285156, "imdecont_mean": 0.26336097717285156, "imdecont_min": 0.26336097717285156, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.765625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.765625, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.765625, "clip_score_dfn_public_prev_turn_only_min": 1.3251953125, "clip_score_dfn_public_prev_turn_only_mean": 1.3251953125, "clip_score_dfn_public_prev_turn_only_max": 1.3251953125, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.109375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.109375, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.109375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.703125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.703125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.703125, "clip_score_clip_vitl14_224_next_turn_only_min": 15.6015625, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.6015625, "clip_score_clip_vitl14_224_next_turn_only_max": 15.6015625, "clip_score_dfn_public_next_turn_only_min": 0.476806640625, "clip_score_dfn_public_next_turn_only_mean": 0.476806640625, "clip_score_dfn_public_next_turn_only_max": 0.476806640625, "clip_score_siglip2_b16_224_next_turn_only_min": -12.5546875, "clip_score_siglip2_b16_224_next_turn_only_mean": -12.5546875, "clip_score_siglip2_b16_224_next_turn_only_max": -12.5546875, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.4140625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.4140625, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.4140625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.5, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.5, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.5, "clip_score_dfn_public_prev_and_next_turn_min": 0.9248046875, "clip_score_dfn_public_prev_and_next_turn_mean": 0.9248046875, "clip_score_dfn_public_prev_and_next_turn_max": 0.9248046875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.40625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.40625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.40625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 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": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1216.78 }, "im_clarity_mean": 1216.78, "im_clarity_min": 1216.78, "im_clarity_max": 1216.78, "im_luma": { "jpg": 127.53 }, "im_luma_mean": 127.53, "im_luma_min": 127.53, "im_luma_max": 127.53, "im_saturation": { "jpg": 57.41 }, "im_saturation_mean": 57.41, "im_saturation_min": 57.41, "im_saturation_max": 57.41, "im_entropy": { "jpg": 7.62 }, "im_entropy_mean": 7.62, "im_entropy_min": 7.62, "im_entropy_max": 7.62, "unifilter_score_qwen2_5_1_5b": 0.3916015625, "unifilter_score_qwen3_0_6b": -0.55859375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8945834401219053, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.02811530439451978, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.02620463649864903, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9157404899597168, "language_detection_annotation_nllb_1_lan": "it", "language_detection_annotation_nllb_1_score": 0.007646067999303341, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.004783041775226593, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.7011366486549377, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.3966577649116516, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.7576833367347717, "text_quality_nvidia_edu_nemotron4_score": 0.79345703125, "text_quality_nvidia_edu_mixtral_score": 0.101318359375, "text_quality_dclmbaseline_fasttext_score": 0.984882116317749, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 8.594989776611328e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00034999847412109375, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 10.0 }, "200": { "detoxify": 1, "length_chars": 112, "length_tokens": 3396, "length_tokens_text_only": 68, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.4058420585863517, "iqa_live_min": 0.4058420585863517, "iqa_live_max": 0.4058420585863517, "iqa_csiq_mean": 0.655338704586029, "iqa_csiq_min": 0.655338704586029, "iqa_csiq_max": 0.655338704586029, "iqa_tid2013_mean": 0.4012415673997667, "iqa_tid2013_min": 0.4012415673997667, "iqa_tid2013_max": 0.4012415673997667, "iqa_kadid10k_mean": 0.3114013671875, "iqa_kadid10k_min": 0.3114013671875, "iqa_kadid10k_max": 0.3114013671875, "iqa_flive_mean": 0.5964222917653094, "iqa_flive_min": 0.5964222917653094, "iqa_flive_max": 0.5964222917653094, "iqa_spaq_mean": 0.45534106938525887, "iqa_spaq_min": 0.45534106938525887, "iqa_spaq_max": 0.45534106938525887, "iqa_clive_mean": 0.4260352934249724, "iqa_clive_min": 0.4260352934249724, "iqa_clive_max": 0.4260352934249724, "iqa_koniq10k_mean": 0.5226594944192906, "iqa_koniq10k_min": 0.5226594944192906, "iqa_koniq10k_max": 0.5226594944192906, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9599282768921704 }, { "lang": "la", "score": 0.007245660066731046 }, { "lang": "tl", "score": 0.007144955274328056 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8511509895324707 }, { "lang": "fr", "score": 0.01020883023738861 }, { "lang": "es", "score": 0.0067067514173686504 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.4058420585863517, "iqa_v2_live_min": 0.4058420585863517, "iqa_v2_live_max": 0.4058420585863517, "iqa_v2_csiq_mean": 0.655338704586029, "iqa_v2_csiq_min": 0.655338704586029, "iqa_v2_csiq_max": 0.655338704586029, "iqa_v2_tid2013_mean": 0.4012958208719889, "iqa_v2_tid2013_min": 0.4012958208719889, "iqa_v2_tid2013_max": 0.4012958208719889, "iqa_v2_kadid10k_mean": 0.3114013671875, "iqa_v2_kadid10k_min": 0.3114013671875, "iqa_v2_kadid10k_max": 0.3114013671875, "iqa_v2_flive_mean": 0.5964617488360164, "iqa_v2_flive_min": 0.5964617488360164, "iqa_v2_flive_max": 0.5964617488360164, "iqa_v2_spaq_mean": 0.4554791691327336, "iqa_v2_spaq_min": 0.4554791691327336, "iqa_v2_spaq_max": 0.4554791691327336, "iqa_v2_clive_mean": 0.42611420756638657, "iqa_v2_clive_min": 0.42611420756638657, "iqa_v2_clive_max": 0.42611420756638657, "iqa_v2_koniq10k_mean": 0.5226594944192906, "iqa_v2_koniq10k_min": 0.5226594944192906, "iqa_v2_koniq10k_max": 0.5226594944192906, "imdecont": { "jpg": 0.2745106816291809 }, "imdecont_image_match": { "jpg": 197289 }, "imdecont_max": 0.2745106816291809, "imdecont_mean": 0.2745106816291809, "imdecont_min": 0.2745106816291809, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.078125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.078125, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.078125, "clip_score_dfn_public_prev_turn_only_min": 3.875, "clip_score_dfn_public_prev_turn_only_mean": 3.875, "clip_score_dfn_public_prev_turn_only_max": 3.875, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.953125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.953125, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.953125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.8125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.8125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.8125, "clip_score_clip_vitl14_224_next_turn_only_min": 16.28125, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.28125, "clip_score_clip_vitl14_224_next_turn_only_max": 16.28125, "clip_score_dfn_public_next_turn_only_min": 0.05731201171875, "clip_score_dfn_public_next_turn_only_mean": 0.05731201171875, "clip_score_dfn_public_next_turn_only_max": 0.05731201171875, "clip_score_siglip2_b16_224_next_turn_only_min": -10.734375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.734375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.734375, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.546875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.546875, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.546875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.203125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.203125, "clip_score_dfn_public_prev_and_next_turn_min": 3.67578125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.67578125, "clip_score_dfn_public_prev_and_next_turn_max": 3.67578125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 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": 26.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.4375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.4375, "im_height": { "jpg": 657 }, "im_height_mean": 657.0, "im_height_min": 657, "im_height_max": 657, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.2557 }, "im_ar_mean": 1.2557, "im_ar_min": 1.2557, "im_ar_max": 1.2557, "im_kilobytes": { "jpg": 1587.96 }, "im_kilobytes_mean": 1587.96, "im_kilobytes_min": 1587.96, "im_kilobytes_max": 1587.96, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 956.36 }, "im_clarity_mean": 956.36, "im_clarity_min": 956.36, "im_clarity_max": 956.36, "im_luma": { "jpg": 116.78 }, "im_luma_mean": 116.78, "im_luma_min": 116.78, "im_luma_max": 116.78, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 7.86 }, "im_entropy_mean": 7.86, "im_entropy_min": 7.86, "im_entropy_max": 7.86, "unifilter_score_qwen2_5_1_5b": 0.86376953125, "unifilter_score_qwen3_0_6b": 0.1209716796875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9599282768921704, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 0.007245660066731046, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.007144955274328056, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8511509895324707, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.01020883023738861, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.0067067514173686504, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.6267703771591187, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.6103999018669128, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9846296906471252, "text_quality_nvidia_edu_nemotron4_score": 0.2030029296875, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9744899868965149, "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": 9.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.0, "within_sample_repetition_detection": 10.0 }, "204": { "detoxify": 0, "length_chars": 146, "length_tokens": 1870, "length_tokens_text_only": 79, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7546425636368568, "iqa_live_min": 0.7546425636368568, "iqa_live_max": 0.7546425636368568, "iqa_csiq_mean": 0.895573079586029, "iqa_csiq_min": 0.895573079586029, "iqa_csiq_max": 0.895573079586029, "iqa_tid2013_mean": 0.4756095144483778, "iqa_tid2013_min": 0.4756095144483778, "iqa_tid2013_max": 0.4756095144483778, "iqa_kadid10k_mean": 0.477783203125, "iqa_kadid10k_min": 0.477783203125, "iqa_kadid10k_max": 0.477783203125, "iqa_flive_mean": 0.6881994382299559, "iqa_flive_min": 0.6881994382299559, "iqa_flive_max": 0.6881994382299559, "iqa_spaq_mean": 0.6652921426175821, "iqa_spaq_min": 0.6652921426175821, "iqa_spaq_max": 0.6652921426175821, "iqa_clive_mean": 0.5991334626168916, "iqa_clive_min": 0.5991334626168916, "iqa_clive_max": 0.5991334626168916, "iqa_koniq10k_mean": 0.6784359710385102, "iqa_koniq10k_min": 0.6784359710385102, "iqa_koniq10k_max": 0.6784359710385102, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9822374676146369 }, { "lang": "tl", "score": 0.009861122913312459 }, { "lang": "fr", "score": 0.002506513692403095 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8935826420783997 }, { "lang": "ru", "score": 0.006681967992335558 }, { "lang": "te", "score": 0.00555519200861454 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7546425636368568, "iqa_v2_live_min": 0.7546425636368568, "iqa_v2_live_max": 0.7546425636368568, "iqa_v2_csiq_mean": 0.895573079586029, "iqa_v2_csiq_min": 0.895573079586029, "iqa_v2_csiq_max": 0.895573079586029, "iqa_v2_tid2013_mean": 0.47562307781643337, "iqa_v2_tid2013_min": 0.47562307781643337, "iqa_v2_tid2013_max": 0.47562307781643337, "iqa_v2_kadid10k_mean": 0.4779052734375, "iqa_v2_kadid10k_min": 0.4779052734375, "iqa_v2_kadid10k_max": 0.4779052734375, "iqa_v2_flive_mean": 0.6881994382299559, "iqa_v2_flive_min": 0.6881994382299559, "iqa_v2_flive_max": 0.6881994382299559, "iqa_v2_spaq_mean": 0.6652921426175821, "iqa_v2_spaq_min": 0.6652921426175821, "iqa_v2_spaq_max": 0.6652921426175821, "iqa_v2_clive_mean": 0.5992123767583057, "iqa_v2_clive_min": 0.5992123767583057, "iqa_v2_clive_max": 0.5992123767583057, "iqa_v2_koniq10k_mean": 0.6784359710385102, "iqa_v2_koniq10k_min": 0.6784359710385102, "iqa_v2_koniq10k_max": 0.6784359710385102, "imdecont": { "jpg": 0.2509939670562744 }, "imdecont_image_match": { "jpg": 144712 }, "imdecont_max": 0.2509939670562744, "imdecont_mean": 0.2509939670562744, "imdecont_min": 0.2509939670562744, "clip_score_clip_vitl14_224_prev_turn_only_min": 13.734375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 13.734375, "clip_score_clip_vitl14_224_prev_turn_only_max": 13.734375, "clip_score_dfn_public_prev_turn_only_min": 0.6455078125, "clip_score_dfn_public_prev_turn_only_mean": 0.6455078125, "clip_score_dfn_public_prev_turn_only_max": 0.6455078125, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.03125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.03125, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.03125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 15.625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 15.625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 15.625, "clip_score_clip_vitl14_224_next_turn_only_min": 11.234375, "clip_score_clip_vitl14_224_next_turn_only_mean": 11.234375, "clip_score_clip_vitl14_224_next_turn_only_max": 11.234375, "clip_score_dfn_public_next_turn_only_min": 1.2548828125, "clip_score_dfn_public_next_turn_only_mean": 1.2548828125, "clip_score_dfn_public_next_turn_only_max": 1.2548828125, "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": 12.515625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 12.515625, "clip_score_longclip_vitl14_224_next_turn_only_max": 12.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 13.7421875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 13.7421875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 13.7421875, "clip_score_dfn_public_prev_and_next_turn_min": 0.407470703125, "clip_score_dfn_public_prev_and_next_turn_mean": 0.407470703125, "clip_score_dfn_public_prev_and_next_turn_max": 0.407470703125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.09375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.09375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.09375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 15.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 15.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 15.5625, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 532 }, "im_width_mean": 532.0, "im_width_min": 532, "im_width_max": 532, "im_ar": { "jpg": 0.665 }, "im_ar_mean": 0.665, "im_ar_min": 0.665, "im_ar_max": 0.665, "im_kilobytes": { "jpg": 1246.88 }, "im_kilobytes_mean": 1246.88, "im_kilobytes_min": 1246.88, "im_kilobytes_max": 1246.88, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1550.4 }, "im_clarity_mean": 1550.4, "im_clarity_min": 1550.4, "im_clarity_max": 1550.4, "im_luma": { "jpg": 141.01 }, "im_luma_mean": 141.01, "im_luma_min": 141.01, "im_luma_max": 141.01, "im_saturation": { "jpg": 37.68 }, "im_saturation_mean": 37.68, "im_saturation_min": 37.68, "im_saturation_max": 37.68, "im_entropy": { "jpg": 7.6 }, "im_entropy_mean": 7.6, "im_entropy_min": 7.6, "im_entropy_max": 7.6, "unifilter_score_qwen2_5_1_5b": -1.8232421875, "unifilter_score_qwen3_0_6b": -0.6328125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9822374676146369, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.009861122913312459, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 0.002506513692403095, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8935826420783997, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.006681967992335558, "language_detection_annotation_nllb_2_lan": "te", "language_detection_annotation_nllb_2_score": 0.00555519200861454, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.6491555571556091, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.593116044998169, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.8621883392333984, "text_quality_nvidia_edu_nemotron4_score": 0.697265625, "text_quality_nvidia_edu_mixtral_score": 0.118896484375, "text_quality_dclmbaseline_fasttext_score": 0.9472212791442871, "text_quality_dolma3_fasttext_score": 0.9992666840553284, "custom_fasttext_val_fasttext_score": 4.875659942626953e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.000639498233795166, "custom_fasttext_core_clean_fasttext_score": 7.236003875732422e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 10.0 }, "209": { "detoxify": 0, "length_chars": 152, "length_tokens": 1871, "length_tokens_text_only": 80, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.4763913010105941, "iqa_live_min": 0.4763913010105941, "iqa_live_max": 0.4763913010105941, "iqa_csiq_mean": 0.698307454586029, "iqa_csiq_min": 0.698307454586029, "iqa_csiq_max": 0.698307454586029, "iqa_tid2013_mean": 0.33402151531643337, "iqa_tid2013_min": 0.33402151531643337, "iqa_tid2013_max": 0.33402151531643337, "iqa_kadid10k_mean": 0.2503662109375, "iqa_kadid10k_min": 0.2503662109375, "iqa_kadid10k_max": 0.2503662109375, "iqa_flive_mean": 0.6367202912918245, "iqa_flive_min": 0.6367202912918245, "iqa_flive_max": 0.6367202912918245, "iqa_spaq_mean": 0.44527951635495583, "iqa_spaq_min": 0.44527951635495583, "iqa_spaq_max": 0.44527951635495583, "iqa_clive_mean": 0.33571805857648757, "iqa_clive_min": 0.33571805857648757, "iqa_clive_max": 0.33571805857648757, "iqa_koniq10k_mean": 0.4989852519950482, "iqa_koniq10k_min": 0.4989852519950482, "iqa_koniq10k_max": 0.4989852519950482, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9793397588161692 }, { "lang": "tl", "score": 0.006116145607602861 }, { "lang": "nn", "score": 0.0028623627592781796 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9555594325065613 }, { "lang": "de", "score": 0.002602395135909319 }, { "lang": "fr", "score": 0.0025608798023313284 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.47635184393988705, "iqa_v2_live_min": 0.47635184393988705, "iqa_v2_live_max": 0.47635184393988705, "iqa_v2_csiq_mean": 0.698307454586029, "iqa_v2_csiq_min": 0.698307454586029, "iqa_v2_csiq_max": 0.698307454586029, "iqa_v2_tid2013_mean": 0.33402151531643337, "iqa_v2_tid2013_min": 0.33402151531643337, "iqa_v2_tid2013_max": 0.33402151531643337, "iqa_v2_kadid10k_mean": 0.2503662109375, "iqa_v2_kadid10k_min": 0.2503662109375, "iqa_v2_kadid10k_max": 0.2503662109375, "iqa_v2_flive_mean": 0.6367128930910669, "iqa_v2_flive_min": 0.6367128930910669, "iqa_v2_flive_max": 0.6367128930910669, "iqa_v2_spaq_mean": 0.4453189734256629, "iqa_v2_spaq_min": 0.4453189734256629, "iqa_v2_spaq_max": 0.4453189734256629, "iqa_v2_clive_mean": 0.33571805857648757, "iqa_v2_clive_min": 0.33571805857648757, "iqa_v2_clive_max": 0.33571805857648757, "iqa_v2_koniq10k_mean": 0.4989852519950482, "iqa_v2_koniq10k_min": 0.4989852519950482, "iqa_v2_koniq10k_max": 0.4989852519950482, "imdecont": { "jpg": 0.21601003408432007 }, "imdecont_image_match": { "jpg": 15049 }, "imdecont_max": 0.21601003408432007, "imdecont_mean": 0.21601003408432007, "imdecont_min": 0.21601003408432007, "clip_score_clip_vitl14_224_prev_turn_only_min": 11.5859375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 11.5859375, "clip_score_clip_vitl14_224_prev_turn_only_max": 11.5859375, "clip_score_dfn_public_prev_turn_only_min": 2.220703125, "clip_score_dfn_public_prev_turn_only_mean": 2.220703125, "clip_score_dfn_public_prev_turn_only_max": 2.220703125, "clip_score_siglip2_b16_224_prev_turn_only_min": -2.0859375, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.0859375, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.0859375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 11.484375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 11.484375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 11.484375, "clip_score_clip_vitl14_224_next_turn_only_min": 13.328125, "clip_score_clip_vitl14_224_next_turn_only_mean": 13.328125, "clip_score_clip_vitl14_224_next_turn_only_max": 13.328125, "clip_score_dfn_public_next_turn_only_min": 1.421875, "clip_score_dfn_public_next_turn_only_mean": 1.421875, "clip_score_dfn_public_next_turn_only_max": 1.421875, "clip_score_siglip2_b16_224_next_turn_only_min": -10.34375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.34375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.34375, "clip_score_longclip_vitl14_224_next_turn_only_min": 12.546875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 12.546875, "clip_score_longclip_vitl14_224_next_turn_only_max": 12.546875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 11.2578125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 11.2578125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 11.2578125, "clip_score_dfn_public_prev_and_next_turn_min": 1.9580078125, "clip_score_dfn_public_prev_and_next_turn_mean": 1.9580078125, "clip_score_dfn_public_prev_and_next_turn_max": 1.9580078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.796875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.796875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 11.234375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 11.234375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 11.234375, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 533 }, "im_width_mean": 533.0, "im_width_min": 533, "im_width_max": 533, "im_ar": { "jpg": 0.6663 }, "im_ar_mean": 0.6663, "im_ar_min": 0.6663, "im_ar_max": 0.6663, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5244.27 }, "im_clarity_mean": 5244.27, "im_clarity_min": 5244.27, "im_clarity_max": 5244.27, "im_luma": { "jpg": 161.25 }, "im_luma_mean": 161.25, "im_luma_min": 161.25, "im_luma_max": 161.25, "im_saturation": { "jpg": 6.88 }, "im_saturation_mean": 6.88, "im_saturation_min": 6.88, "im_saturation_max": 6.88, "im_entropy": { "jpg": 4.4 }, "im_entropy_mean": 4.4, "im_entropy_min": 4.4, "im_entropy_max": 4.4, "unifilter_score_qwen2_5_1_5b": -1.8486328125, "unifilter_score_qwen3_0_6b": -0.498779296875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9793397588161692, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.006116145607602861, "language_detection_annotation_lingua_2_lan": "nn", "language_detection_annotation_lingua_2_score": 0.0028623627592781796, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9555594325065613, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.002602395135909319, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.0025608798023313284, "text_quality_weborganizer_topic_label": "Adult", "text_quality_weborganizer_topic_score": 0.36214619874954224, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.3588600754737854, "text_quality_nvidia_domain_label": "Adult", "text_quality_nvidia_domain_score": 0.9969784021377563, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9996224045753479, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 3.325939178466797e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0007683038711547852, "custom_fasttext_core_clean_fasttext_score": 0.00015234947204589844, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 6.0 }, "219": { "detoxify": 0, "length_chars": 129, "length_tokens": 1867, "length_tokens_text_only": 75, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8337145333338265, "iqa_live_min": 0.8337145333338265, "iqa_live_max": 0.8337145333338265, "iqa_csiq_mean": 0.976627767086029, "iqa_csiq_min": 0.976627767086029, "iqa_csiq_max": 0.976627767086029, "iqa_tid2013_mean": 0.5844012896219889, "iqa_tid2013_min": 0.5844012896219889, "iqa_tid2013_max": 0.5844012896219889, "iqa_kadid10k_mean": 0.6822509765625, "iqa_kadid10k_min": 0.6822509765625, "iqa_kadid10k_max": 0.6822509765625, "iqa_flive_mean": 0.7061129483309659, "iqa_flive_min": 0.7061129483309659, "iqa_flive_max": 0.7061129483309659, "iqa_spaq_mean": 0.6308066628196023, "iqa_spaq_min": 0.6308066628196023, "iqa_spaq_max": 0.6308066628196023, "iqa_clive_mean": 0.623912503020932, "iqa_clive_min": 0.623912503020932, "iqa_clive_max": 0.623912503020932, "iqa_koniq10k_mean": 0.7036884962910354, "iqa_koniq10k_min": 0.7036884962910354, "iqa_koniq10k_max": 0.7036884962910354, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9629931772770179 }, { "lang": "nb", "score": 0.008115236541734256 }, { "lang": "tl", "score": 0.007335632441351225 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8741674423217773 }, { "lang": "id", "score": 0.009991958737373352 }, { "lang": "nl", "score": 0.0075723547488451 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8335567050509982, "iqa_v2_live_min": 0.8335567050509982, "iqa_v2_live_max": 0.8335567050509982, "iqa_v2_csiq_mean": 0.976627767086029, "iqa_v2_csiq_min": 0.976627767086029, "iqa_v2_csiq_max": 0.976627767086029, "iqa_v2_tid2013_mean": 0.5844012896219889, "iqa_v2_tid2013_min": 0.5844012896219889, "iqa_v2_tid2013_max": 0.5844012896219889, "iqa_v2_kadid10k_mean": 0.682281494140625, "iqa_v2_kadid10k_min": 0.682281494140625, "iqa_v2_kadid10k_max": 0.682281494140625, "iqa_v2_flive_mean": 0.7061129483309659, "iqa_v2_flive_min": 0.7061129483309659, "iqa_v2_flive_max": 0.7061129483309659, "iqa_v2_spaq_mean": 0.6308066628196023, "iqa_v2_spaq_min": 0.6308066628196023, "iqa_v2_spaq_max": 0.6308066628196023, "iqa_v2_clive_mean": 0.623912503020932, "iqa_v2_clive_min": 0.623912503020932, "iqa_v2_clive_max": 0.623912503020932, "iqa_v2_koniq10k_mean": 0.7033728397253789, "iqa_v2_koniq10k_min": 0.7033728397253789, "iqa_v2_koniq10k_max": 0.7033728397253789, "imdecont": { "jpg": 0.3506988286972046 }, "imdecont_image_match": { "jpg": 270951 }, "imdecont_max": 0.3506988286972046, "imdecont_mean": 0.3506988286972046, "imdecont_min": 0.3506988286972046, "clip_score_clip_vitl14_224_prev_turn_only_min": 13.2421875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 13.2421875, "clip_score_clip_vitl14_224_prev_turn_only_max": 13.2421875, "clip_score_dfn_public_prev_turn_only_min": -0.12548828125, "clip_score_dfn_public_prev_turn_only_mean": -0.12548828125, "clip_score_dfn_public_prev_turn_only_max": -0.12548828125, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.859375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.859375, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.859375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 11.5859375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 11.5859375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 11.5859375, "clip_score_clip_vitl14_224_next_turn_only_min": 13.8671875, "clip_score_clip_vitl14_224_next_turn_only_mean": 13.8671875, "clip_score_clip_vitl14_224_next_turn_only_max": 13.8671875, "clip_score_dfn_public_next_turn_only_min": 0.95654296875, "clip_score_dfn_public_next_turn_only_mean": 0.95654296875, "clip_score_dfn_public_next_turn_only_max": 0.95654296875, "clip_score_siglip2_b16_224_next_turn_only_min": -8.4296875, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.4296875, "clip_score_siglip2_b16_224_next_turn_only_max": -8.4296875, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.90625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.90625, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 11.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 11.921875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 11.921875, "clip_score_dfn_public_prev_and_next_turn_min": -0.49560546875, "clip_score_dfn_public_prev_and_next_turn_mean": -0.49560546875, "clip_score_dfn_public_prev_and_next_turn_max": -0.49560546875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 11.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 11.21875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 11.21875, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 533 }, "im_width_mean": 533.0, "im_width_min": 533, "im_width_max": 533, "im_ar": { "jpg": 0.6663 }, "im_ar_mean": 0.6663, "im_ar_min": 0.6663, "im_ar_max": 0.6663, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2543.32 }, "im_clarity_mean": 2543.32, "im_clarity_min": 2543.32, "im_clarity_max": 2543.32, "im_luma": { "jpg": 162.83 }, "im_luma_mean": 162.83, "im_luma_min": 162.83, "im_luma_max": 162.83, "im_saturation": { "jpg": 46.39 }, "im_saturation_mean": 46.39, "im_saturation_min": 46.39, "im_saturation_max": 46.39, "im_entropy": { "jpg": 7.0 }, "im_entropy_mean": 7.0, "im_entropy_min": 7.0, "im_entropy_max": 7.0, "unifilter_score_qwen2_5_1_5b": -0.98583984375, "unifilter_score_qwen3_0_6b": 0.269287109375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9629931772770179, "language_detection_annotation_lingua_1_lan": "nb", "language_detection_annotation_lingua_1_score": 0.008115236541734256, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.007335632441351225, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8741674423217773, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.009991958737373352, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.0075723547488451, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.82619708776474, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.554396390914917, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.9571737051010132, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.968113362789154, "text_quality_dolma3_fasttext_score": 0.7483386397361755, "custom_fasttext_val_fasttext_score": 0.0001640915870666504, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 1.71661376953125e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.625, "within_sample_repetition_detection": 7.0 }, "213": { "detoxify": 1, "length_chars": 123, "length_tokens": 1868, "length_tokens_text_only": 76, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8158799373742306, "iqa_live_min": 0.8158799373742306, "iqa_live_max": 0.8158799373742306, "iqa_csiq_mean": 0.893864095211029, "iqa_csiq_min": 0.893864095211029, "iqa_csiq_max": 0.893864095211029, "iqa_tid2013_mean": 0.5880905257331001, "iqa_tid2013_min": 0.5880905257331001, "iqa_tid2013_max": 0.5880905257331001, "iqa_kadid10k_mean": 0.57305908203125, "iqa_kadid10k_min": 0.57305908203125, "iqa_kadid10k_max": 0.57305908203125, "iqa_flive_mean": 0.727301395300663, "iqa_flive_min": 0.727301395300663, "iqa_flive_max": 0.727301395300663, "iqa_spaq_mean": 0.6137612082741478, "iqa_spaq_min": 0.6137612082741478, "iqa_spaq_max": 0.6137612082741478, "iqa_clive_mean": 0.5500094095865886, "iqa_clive_min": 0.5500094095865886, "iqa_clive_max": 0.5500094095865886, "iqa_koniq10k_mean": 0.674963748816288, "iqa_koniq10k_min": 0.674963748816288, "iqa_koniq10k_max": 0.674963748816288, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9486049442961962 }, { "lang": "tl", "score": 0.01131813695052491 }, { "lang": "nl", "score": 0.010683021802937327 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.910686731338501 }, { "lang": "id", "score": 0.007561955600976944 }, { "lang": "nl", "score": 0.004622647538781166 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8158799373742306, "iqa_v2_live_min": 0.8158799373742306, "iqa_v2_live_max": 0.8158799373742306, "iqa_v2_csiq_mean": 0.893864095211029, "iqa_v2_csiq_min": 0.893864095211029, "iqa_v2_csiq_max": 0.893864095211029, "iqa_v2_tid2013_mean": 0.5881447792053223, "iqa_v2_tid2013_min": 0.5881447792053223, "iqa_v2_tid2013_max": 0.5881447792053223, "iqa_v2_kadid10k_mean": 0.5731201171875, "iqa_v2_kadid10k_min": 0.5731201171875, "iqa_v2_kadid10k_max": 0.5731201171875, "iqa_v2_flive_mean": 0.727301395300663, "iqa_v2_flive_min": 0.727301395300663, "iqa_v2_flive_max": 0.727301395300663, "iqa_v2_spaq_mean": 0.6137612082741478, "iqa_v2_spaq_min": 0.6137612082741478, "iqa_v2_spaq_max": 0.6137612082741478, "iqa_v2_clive_mean": 0.5500488666572957, "iqa_v2_clive_min": 0.5500488666572957, "iqa_v2_clive_max": 0.5500488666572957, "iqa_v2_koniq10k_mean": 0.674963748816288, "iqa_v2_koniq10k_min": 0.674963748816288, "iqa_v2_koniq10k_max": 0.674963748816288, "imdecont": { "jpg": 0.3242648243904114 }, "imdecont_image_match": { "jpg": 265959 }, "imdecont_max": 0.3242648243904114, "imdecont_mean": 0.3242648243904114, "imdecont_min": 0.3242648243904114, "clip_score_clip_vitl14_224_prev_turn_only_min": 25.09375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 25.09375, "clip_score_clip_vitl14_224_prev_turn_only_max": 25.09375, "clip_score_dfn_public_prev_turn_only_min": 2.673828125, "clip_score_dfn_public_prev_turn_only_mean": 2.673828125, "clip_score_dfn_public_prev_turn_only_max": 2.673828125, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.4375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.4375, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.4375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.40625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.40625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.40625, "clip_score_clip_vitl14_224_next_turn_only_min": 17.421875, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.421875, "clip_score_clip_vitl14_224_next_turn_only_max": 17.421875, "clip_score_dfn_public_next_turn_only_min": 0.42724609375, "clip_score_dfn_public_next_turn_only_mean": 0.42724609375, "clip_score_dfn_public_next_turn_only_max": 0.42724609375, "clip_score_siglip2_b16_224_next_turn_only_min": -10.046875, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.046875, "clip_score_siglip2_b16_224_next_turn_only_max": -10.046875, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.015625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.015625, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.015625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.3125, "clip_score_dfn_public_prev_and_next_turn_min": 2.716796875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.716796875, "clip_score_dfn_public_prev_and_next_turn_max": 2.716796875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.28125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.28125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.28125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.28125, "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": 365 }, "im_height_mean": 365.0, "im_height_min": 365, "im_height_max": 365, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5068 }, "im_ar_mean": 1.5068, "im_ar_min": 1.5068, "im_ar_max": 1.5068, "im_kilobytes": { "jpg": 588.13 }, "im_kilobytes_mean": 588.13, "im_kilobytes_min": 588.13, "im_kilobytes_max": 588.13, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4102.76 }, "im_clarity_mean": 4102.76, "im_clarity_min": 4102.76, "im_clarity_max": 4102.76, "im_luma": { "jpg": 169.6 }, "im_luma_mean": 169.6, "im_luma_min": 169.6, "im_luma_max": 169.6, "im_saturation": { "jpg": 53.13 }, "im_saturation_mean": 53.13, "im_saturation_min": 53.13, "im_saturation_max": 53.13, "im_entropy": { "jpg": 6.92 }, "im_entropy_mean": 6.92, "im_entropy_min": 6.92, "im_entropy_max": 6.92, "unifilter_score_qwen2_5_1_5b": 0.89306640625, "unifilter_score_qwen3_0_6b": -0.003570556640625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9486049442961962, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.01131813695052491, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.010683021802937327, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.910686731338501, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.007561955600976944, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.004622647538781166, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8588804602622986, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.49053850769996643, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9985976815223694, "text_quality_nvidia_edu_nemotron4_score": 0.16357421875, "text_quality_nvidia_edu_mixtral_score": 0.062255859375, "text_quality_dclmbaseline_fasttext_score": 0.055215656757354736, "text_quality_dolma3_fasttext_score": 0.024774551391601562, "custom_fasttext_val_fasttext_score": 6.0558319091796875e-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": 9.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.375, "within_sample_repetition_detection": 10.0 }, "223": { "detoxify": 1, "length_chars": 196, "length_tokens": 1877, "length_tokens_text_only": 85, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6248288010105942, "iqa_live_min": 0.6248288010105942, "iqa_live_max": 0.6248288010105942, "iqa_csiq_mean": 0.839176595211029, "iqa_csiq_min": 0.839176595211029, "iqa_csiq_max": 0.839176595211029, "iqa_tid2013_mean": 0.5170591672261555, "iqa_tid2013_min": 0.5170591672261555, "iqa_tid2013_max": 0.5170591672261555, "iqa_kadid10k_mean": 0.55413818359375, "iqa_kadid10k_min": 0.55413818359375, "iqa_kadid10k_max": 0.55413818359375, "iqa_flive_mean": 0.6617632008562185, "iqa_flive_min": 0.6617632008562185, "iqa_flive_max": 0.6617632008562185, "iqa_spaq_mean": 0.47698327266808715, "iqa_spaq_min": 0.47698327266808715, "iqa_spaq_max": 0.47698327266808715, "iqa_clive_mean": 0.40926603837446734, "iqa_clive_min": 0.40926603837446734, "iqa_clive_max": 0.40926603837446734, "iqa_koniq10k_mean": 0.5676405550253513, "iqa_koniq10k_min": 0.5676405550253513, "iqa_koniq10k_max": 0.5676405550253513, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "tl", "score": 3.922349899073725e-23 }, { "lang": "nb", "score": 3.01081942738784e-25 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.6379725933074951 }, { "lang": "es", "score": 0.12019588053226471 }, { "lang": "id", "score": 0.04468255117535591 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6248288010105942, "iqa_v2_live_min": 0.6248288010105942, "iqa_v2_live_max": 0.6248288010105942, "iqa_v2_csiq_mean": 0.839176595211029, "iqa_v2_csiq_min": 0.839176595211029, "iqa_v2_csiq_max": 0.839176595211029, "iqa_v2_tid2013_mean": 0.5170727305942111, "iqa_v2_tid2013_min": 0.5170727305942111, "iqa_v2_tid2013_max": 0.5170727305942111, "iqa_v2_kadid10k_mean": 0.55413818359375, "iqa_v2_kadid10k_min": 0.55413818359375, "iqa_v2_kadid10k_max": 0.55413818359375, "iqa_v2_flive_mean": 0.6617632008562185, "iqa_v2_flive_min": 0.6617632008562185, "iqa_v2_flive_max": 0.6617632008562185, "iqa_v2_spaq_mean": 0.4769734084004104, "iqa_v2_spaq_min": 0.4769734084004104, "iqa_v2_spaq_max": 0.4769734084004104, "iqa_v2_clive_mean": 0.4092265813037603, "iqa_v2_clive_min": 0.4092265813037603, "iqa_v2_clive_max": 0.4092265813037603, "iqa_v2_koniq10k_mean": 0.567482726742523, "iqa_v2_koniq10k_min": 0.567482726742523, "iqa_v2_koniq10k_max": 0.567482726742523, "imdecont": { "jpg": 0.29171133041381836 }, "imdecont_image_match": { "jpg": 324 }, "imdecont_max": 0.29171133041381836, "imdecont_mean": 0.29171133041381836, "imdecont_min": 0.29171133041381836, "clip_score_clip_vitl14_224_prev_turn_only_min": 32.53125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 32.53125, "clip_score_clip_vitl14_224_prev_turn_only_max": 32.53125, "clip_score_dfn_public_prev_turn_only_min": 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": 5.5, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.5, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.5, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.46875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.46875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.46875, "clip_score_clip_vitl14_224_next_turn_only_min": 16.34375, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.34375, "clip_score_clip_vitl14_224_next_turn_only_max": 16.34375, "clip_score_dfn_public_next_turn_only_min": 1.140625, "clip_score_dfn_public_next_turn_only_mean": 1.140625, "clip_score_dfn_public_next_turn_only_max": 1.140625, "clip_score_siglip2_b16_224_next_turn_only_min": -10.703125, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.703125, "clip_score_siglip2_b16_224_next_turn_only_max": -10.703125, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.28125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.28125, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 31.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 31.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 31.78125, "clip_score_dfn_public_prev_and_next_turn_min": 1.904296875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.904296875, "clip_score_dfn_public_prev_and_next_turn_max": 1.904296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 5.359375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 5.359375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 5.359375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 28.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 28.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 28.3125, "im_height": { "jpg": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1503.5 }, "im_clarity_mean": 1503.5, "im_clarity_min": 1503.5, "im_clarity_max": 1503.5, "im_luma": { "jpg": 51.23 }, "im_luma_mean": 51.23, "im_luma_min": 51.23, "im_luma_max": 51.23, "im_saturation": { "jpg": 41.22 }, "im_saturation_mean": 41.22, "im_saturation_min": 41.22, "im_saturation_max": 41.22, "im_entropy": { "jpg": 4.75 }, "im_entropy_mean": 4.75, "im_entropy_min": 4.75, "im_entropy_max": 4.75, "unifilter_score_qwen2_5_1_5b": -2.35546875, "unifilter_score_qwen3_0_6b": 0.8017578125, "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": 3.922349899073725e-23, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 3.01081942738784e-25, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.6379725933074951, "language_detection_annotation_nllb_1_lan": "es", "language_detection_annotation_nllb_1_score": 0.12019588053226471, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.04468255117535591, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.6123512983322144, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.9047929048538208, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9991139769554138, "text_quality_nvidia_edu_nemotron4_score": 0.0916748046875, "text_quality_nvidia_edu_mixtral_score": 0.148681640625, "text_quality_dclmbaseline_fasttext_score": 0.9989981055259705, "text_quality_dolma3_fasttext_score": 0.9999699592590332, "custom_fasttext_val_fasttext_score": 0.0008493661880493164, "custom_fasttext_core_fasttext_score": 8.046627044677734e-05, "custom_fasttext_val_clean_fasttext_score": 0.0004984140396118164, "custom_fasttext_core_clean_fasttext_score": 2.4437904357910156e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.71875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.84375, "within_sample_repetition_detection": 8.0 }, "225": { "detoxify": 0, "length_chars": 169, "length_tokens": 1872, "length_tokens_text_only": 80, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7410693313136245, "iqa_live_min": 0.7410693313136245, "iqa_live_max": 0.7410693313136245, "iqa_csiq_mean": 0.896793782711029, "iqa_csiq_min": 0.896793782711029, "iqa_csiq_max": 0.896793782711029, "iqa_tid2013_mean": 0.6198288069831001, "iqa_tid2013_min": 0.6198288069831001, "iqa_tid2013_max": 0.6198288069831001, "iqa_kadid10k_mean": 0.700347900390625, "iqa_kadid10k_min": 0.700347900390625, "iqa_kadid10k_max": 0.700347900390625, "iqa_flive_mean": 0.7193310670178347, "iqa_flive_min": 0.7193310670178347, "iqa_flive_max": 0.7193310670178347, "iqa_spaq_mean": 0.7060118395872791, "iqa_spaq_min": 0.7060118395872791, "iqa_spaq_max": 0.7060118395872791, "iqa_clive_mean": 0.6595816564078283, "iqa_clive_min": 0.6595816564078283, "iqa_clive_max": 0.6595816564078283, "iqa_koniq10k_mean": 0.6885369811395202, "iqa_koniq10k_min": 0.6885369811395202, "iqa_koniq10k_max": 0.6885369811395202, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "tl", "score": 7.927254236228412e-26 }, { "lang": "nb", "score": 1.0482865403424143e-28 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9862272143363953 }, { "lang": "de", "score": 0.0015040566213428974 }, { "lang": "id", "score": 0.0009012410300783813 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7410693313136245, "iqa_v2_live_min": 0.7410693313136245, "iqa_v2_live_max": 0.7410693313136245, "iqa_v2_csiq_mean": 0.896793782711029, "iqa_v2_csiq_min": 0.896793782711029, "iqa_v2_csiq_max": 0.896793782711029, "iqa_v2_tid2013_mean": 0.6198288069831001, "iqa_v2_tid2013_min": 0.6198288069831001, "iqa_v2_tid2013_max": 0.6198288069831001, "iqa_v2_kadid10k_mean": 0.700347900390625, "iqa_v2_kadid10k_min": 0.700347900390625, "iqa_v2_kadid10k_max": 0.700347900390625, "iqa_v2_flive_mean": 0.7193705240885417, "iqa_v2_flive_min": 0.7193705240885417, "iqa_v2_flive_max": 0.7193705240885417, "iqa_v2_spaq_mean": 0.7060118395872791, "iqa_v2_spaq_min": 0.7060118395872791, "iqa_v2_spaq_max": 0.7060118395872791, "iqa_v2_clive_mean": 0.6595816564078283, "iqa_v2_clive_min": 0.6595816564078283, "iqa_v2_clive_max": 0.6595816564078283, "iqa_v2_koniq10k_mean": 0.6885369811395202, "iqa_v2_koniq10k_min": 0.6885369811395202, "iqa_v2_koniq10k_max": 0.6885369811395202, "imdecont": { "jpg": 0.42091870307922363 }, "imdecont_image_match": { "jpg": 262306 }, "imdecont_max": 0.42091870307922363, "imdecont_mean": 0.42091870307922363, "imdecont_min": 0.42091870307922363, "clip_score_clip_vitl14_224_prev_turn_only_min": 35.21875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 35.21875, "clip_score_clip_vitl14_224_prev_turn_only_max": 35.21875, "clip_score_dfn_public_prev_turn_only_min": 4.3125, "clip_score_dfn_public_prev_turn_only_mean": 4.3125, "clip_score_dfn_public_prev_turn_only_max": 4.3125, "clip_score_siglip2_b16_224_prev_turn_only_min": 8.484375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 8.484375, "clip_score_siglip2_b16_224_prev_turn_only_max": 8.484375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 31.859375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 31.859375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 31.859375, "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": 0.38037109375, "clip_score_dfn_public_next_turn_only_mean": 0.38037109375, "clip_score_dfn_public_next_turn_only_max": 0.38037109375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.703125, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.703125, "clip_score_siglip2_b16_224_next_turn_only_max": -9.703125, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.9375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.9375, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.9375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 35.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 35.09375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 35.09375, "clip_score_dfn_public_prev_and_next_turn_min": 4.2890625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.2890625, "clip_score_dfn_public_prev_and_next_turn_max": 4.2890625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 9.1875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 9.1875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 9.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 31.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 31.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 31.59375, "im_height": { "jpg": 523 }, "im_height_mean": 523.0, "im_height_min": 523, "im_height_max": 523, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.5296 }, "im_ar_mean": 1.5296, "im_ar_min": 1.5296, "im_ar_max": 1.5296, "im_kilobytes": { "jpg": 1225.78 }, "im_kilobytes_mean": 1225.78, "im_kilobytes_min": 1225.78, "im_kilobytes_max": 1225.78, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2979.03 }, "im_clarity_mean": 2979.03, "im_clarity_min": 2979.03, "im_clarity_max": 2979.03, "im_luma": { "jpg": 85.76 }, "im_luma_mean": 85.76, "im_luma_min": 85.76, "im_luma_max": 85.76, "im_saturation": { "jpg": 76.9 }, "im_saturation_mean": 76.9, "im_saturation_min": 76.9, "im_saturation_max": 76.9, "im_entropy": { "jpg": 7.01 }, "im_entropy_mean": 7.01, "im_entropy_min": 7.01, "im_entropy_max": 7.01, "unifilter_score_qwen2_5_1_5b": -0.6103515625, "unifilter_score_qwen3_0_6b": -1.408203125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 7.927254236228412e-26, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 1.0482865403424143e-28, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9862272143363953, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.0015040566213428974, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.0009012410300783813, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.6324140429496765, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.64360511302948, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9985893368721008, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.011732518672943115, "text_quality_dolma3_fasttext_score": 0.8966846466064453, "custom_fasttext_val_fasttext_score": 0.022479474544525146, "custom_fasttext_core_fasttext_score": 0.0005580782890319824, "custom_fasttext_val_clean_fasttext_score": 0.08836352825164795, "custom_fasttext_core_clean_fasttext_score": 0.006644606590270996, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 11.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.03125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 4.09375, "within_sample_repetition_detection": 10.0 }, "226": { "detoxify": 0, "length_chars": 132, "length_tokens": 1865, "length_tokens_text_only": 73, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7697940787883719, "iqa_live_min": 0.7697940787883719, "iqa_live_max": 0.7697940787883719, "iqa_csiq_mean": 0.858463704586029, "iqa_csiq_min": 0.858463704586029, "iqa_csiq_max": 0.858463704586029, "iqa_tid2013_mean": 0.6413131819831001, "iqa_tid2013_min": 0.6413131819831001, "iqa_tid2013_max": 0.6413131819831001, "iqa_kadid10k_mean": 0.6244964599609375, "iqa_kadid10k_min": 0.6244964599609375, "iqa_kadid10k_max": 0.6244964599609375, "iqa_flive_mean": 0.7265122538865215, "iqa_flive_min": 0.7265122538865215, "iqa_flive_max": 0.7265122538865215, "iqa_spaq_mean": 0.623941132516572, "iqa_spaq_min": 0.623941132516572, "iqa_spaq_max": 0.623941132516572, "iqa_clive_mean": 0.5729339676673967, "iqa_clive_min": 0.5729339676673967, "iqa_clive_max": 0.5729339676673967, "iqa_koniq10k_mean": 0.692324859927399, "iqa_koniq10k_min": 0.692324859927399, "iqa_koniq10k_max": 0.692324859927399, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9656983161509728 }, { "lang": "tl", "score": 0.017519529248569587 }, { "lang": "nl", "score": 0.005226769731942327 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9590616822242737 }, { "lang": "de", "score": 0.003109979908913374 }, { "lang": "th", "score": 0.0026358463801443577 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7697940787883719, "iqa_v2_live_min": 0.7697940787883719, "iqa_v2_live_max": 0.7697940787883719, "iqa_v2_csiq_mean": 0.858463704586029, "iqa_v2_csiq_min": 0.858463704586029, "iqa_v2_csiq_max": 0.858463704586029, "iqa_v2_tid2013_mean": 0.6413131819831001, "iqa_v2_tid2013_min": 0.6413131819831001, "iqa_v2_tid2013_max": 0.6413131819831001, "iqa_v2_kadid10k_mean": 0.6244964599609375, "iqa_v2_kadid10k_min": 0.6244964599609375, "iqa_v2_kadid10k_max": 0.6244964599609375, "iqa_v2_flive_mean": 0.7265122538865215, "iqa_v2_flive_min": 0.7265122538865215, "iqa_v2_flive_max": 0.7265122538865215, "iqa_v2_spaq_mean": 0.623941132516572, "iqa_v2_spaq_min": 0.623941132516572, "iqa_v2_spaq_max": 0.623941132516572, "iqa_v2_clive_mean": 0.5729339676673967, "iqa_v2_clive_min": 0.5729339676673967, "iqa_v2_clive_max": 0.5729339676673967, "iqa_v2_koniq10k_mean": 0.692324859927399, "iqa_v2_koniq10k_min": 0.692324859927399, "iqa_v2_koniq10k_max": 0.692324859927399, "imdecont": { "jpg": 0.2563137412071228 }, "imdecont_image_match": { "jpg": 265213 }, "imdecont_max": 0.2563137412071228, "imdecont_mean": 0.2563137412071228, "imdecont_min": 0.2563137412071228, "clip_score_clip_vitl14_224_prev_turn_only_min": 14.15625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 14.15625, "clip_score_clip_vitl14_224_prev_turn_only_max": 14.15625, "clip_score_dfn_public_prev_turn_only_min": -0.55615234375, "clip_score_dfn_public_prev_turn_only_mean": -0.55615234375, "clip_score_dfn_public_prev_turn_only_max": -0.55615234375, "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": 11.8046875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 11.8046875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 11.8046875, "clip_score_clip_vitl14_224_next_turn_only_min": 12.8515625, "clip_score_clip_vitl14_224_next_turn_only_mean": 12.8515625, "clip_score_clip_vitl14_224_next_turn_only_max": 12.8515625, "clip_score_dfn_public_next_turn_only_min": 0.76611328125, "clip_score_dfn_public_next_turn_only_mean": 0.76611328125, "clip_score_dfn_public_next_turn_only_max": 0.76611328125, "clip_score_siglip2_b16_224_next_turn_only_min": -9.1328125, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.1328125, "clip_score_siglip2_b16_224_next_turn_only_max": -9.1328125, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.4921875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.4921875, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.4921875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 13.9375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 13.9375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 13.9375, "clip_score_dfn_public_prev_and_next_turn_min": -0.31298828125, "clip_score_dfn_public_prev_and_next_turn_mean": -0.31298828125, "clip_score_dfn_public_prev_and_next_turn_max": -0.31298828125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 7.375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 7.375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 7.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 11.7890625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 11.7890625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 11.7890625, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 533 }, "im_width_mean": 533.0, "im_width_min": 533, "im_width_max": 533, "im_ar": { "jpg": 0.6663 }, "im_ar_mean": 0.6663, "im_ar_min": 0.6663, "im_ar_max": 0.6663, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2062.75 }, "im_clarity_mean": 2062.75, "im_clarity_min": 2062.75, "im_clarity_max": 2062.75, "im_luma": { "jpg": 139.27 }, "im_luma_mean": 139.27, "im_luma_min": 139.27, "im_luma_max": 139.27, "im_saturation": { "jpg": 131.76 }, "im_saturation_mean": 131.76, "im_saturation_min": 131.76, "im_saturation_max": 131.76, "im_entropy": { "jpg": 7.0 }, "im_entropy_mean": 7.0, "im_entropy_min": 7.0, "im_entropy_max": 7.0, "unifilter_score_qwen2_5_1_5b": -1.5703125, "unifilter_score_qwen3_0_6b": -0.435546875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9656983161509728, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.017519529248569587, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.005226769731942327, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9590616822242737, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.003109979908913374, "language_detection_annotation_nllb_2_lan": "th", "language_detection_annotation_nllb_2_score": 0.0026358463801443577, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.852760374546051, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.30155670642852783, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.8290139436721802, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.7448468804359436, "text_quality_dolma3_fasttext_score": 0.9814203977584839, "custom_fasttext_val_fasttext_score": 2.777576446533203e-05, "custom_fasttext_core_fasttext_score": 1.6689300537109375e-06, "custom_fasttext_val_clean_fasttext_score": 0.000514686107635498, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.3125, "within_sample_repetition_detection": 9.0 }, "217": { "detoxify": 0, "length_chars": 176, "length_tokens": 1879, "length_tokens_text_only": 88, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.633588270707564, "iqa_live_min": 0.633588270707564, "iqa_live_max": 0.633588270707564, "iqa_csiq_mean": 0.853092610836029, "iqa_csiq_min": 0.853092610836029, "iqa_csiq_max": 0.853092610836029, "iqa_tid2013_mean": 0.36548852920532227, "iqa_tid2013_min": 0.36548852920532227, "iqa_tid2013_max": 0.36548852920532227, "iqa_kadid10k_mean": 0.6131134033203125, "iqa_kadid10k_min": 0.6131134033203125, "iqa_kadid10k_max": 0.6131134033203125, "iqa_flive_mean": 0.7056789205531881, "iqa_flive_min": 0.7056789205531881, "iqa_flive_max": 0.7056789205531881, "iqa_spaq_mean": 0.5974259810014205, "iqa_spaq_min": 0.5974259810014205, "iqa_spaq_max": 0.5974259810014205, "iqa_clive_mean": 0.7416523634785355, "iqa_clive_min": 0.7416523634785355, "iqa_clive_max": 0.7416523634785355, "iqa_koniq10k_mean": 0.6594965770991162, "iqa_koniq10k_min": 0.6594965770991162, "iqa_koniq10k_max": 0.6594965770991162, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "tl", "score": 5.882360703853812e-22 }, { "lang": "de", "score": 2.1486732533288155e-22 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.946916937828064 }, { "lang": "fr", "score": 0.0024452474899590015 }, { "lang": "de", "score": 0.0023670843802392483 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.633588270707564, "iqa_v2_live_min": 0.633588270707564, "iqa_v2_live_max": 0.633588270707564, "iqa_v2_csiq_mean": 0.853092610836029, "iqa_v2_csiq_min": 0.853092610836029, "iqa_v2_csiq_max": 0.853092610836029, "iqa_v2_tid2013_mean": 0.36548852920532227, "iqa_v2_tid2013_min": 0.36548852920532227, "iqa_v2_tid2013_max": 0.36548852920532227, "iqa_v2_kadid10k_mean": 0.613128662109375, "iqa_v2_kadid10k_min": 0.613128662109375, "iqa_v2_kadid10k_max": 0.613128662109375, "iqa_v2_flive_mean": 0.7056789205531881, "iqa_v2_flive_min": 0.7056789205531881, "iqa_v2_flive_max": 0.7056789205531881, "iqa_v2_spaq_mean": 0.5974259810014205, "iqa_v2_spaq_min": 0.5974259810014205, "iqa_v2_spaq_max": 0.5974259810014205, "iqa_v2_clive_mean": 0.7416523634785355, "iqa_v2_clive_min": 0.7416523634785355, "iqa_v2_clive_max": 0.7416523634785355, "iqa_v2_koniq10k_mean": 0.6594965770991162, "iqa_v2_koniq10k_min": 0.6594965770991162, "iqa_v2_koniq10k_max": 0.6594965770991162, "imdecont": { "jpg": 0.26845335960388184 }, "imdecont_image_match": { "jpg": 265900 }, "imdecont_max": 0.26845335960388184, "imdecont_mean": 0.26845335960388184, "imdecont_min": 0.26845335960388184, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.8125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.8125, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.8125, "clip_score_dfn_public_prev_turn_only_min": 3.671875, "clip_score_dfn_public_prev_turn_only_mean": 3.671875, "clip_score_dfn_public_prev_turn_only_max": 3.671875, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.453125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.453125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.453125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.859375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.859375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.859375, "clip_score_clip_vitl14_224_next_turn_only_min": 14.7109375, "clip_score_clip_vitl14_224_next_turn_only_mean": 14.7109375, "clip_score_clip_vitl14_224_next_turn_only_max": 14.7109375, "clip_score_dfn_public_next_turn_only_min": 0.391845703125, "clip_score_dfn_public_next_turn_only_mean": 0.391845703125, "clip_score_dfn_public_next_turn_only_max": 0.391845703125, "clip_score_siglip2_b16_224_next_turn_only_min": -11.25, "clip_score_siglip2_b16_224_next_turn_only_mean": -11.25, "clip_score_siglip2_b16_224_next_turn_only_max": -11.25, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.1484375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.1484375, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.1484375, "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": 3.57421875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.57421875, "clip_score_dfn_public_prev_and_next_turn_max": 3.57421875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.828125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.53125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.53125, "im_height": { "jpg": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2779.73 }, "im_clarity_mean": 2779.73, "im_clarity_min": 2779.73, "im_clarity_max": 2779.73, "im_luma": { "jpg": 104.58 }, "im_luma_mean": 104.58, "im_luma_min": 104.58, "im_luma_max": 104.58, "im_saturation": { "jpg": 37.88 }, "im_saturation_mean": 37.88, "im_saturation_min": 37.88, "im_saturation_max": 37.88, "im_entropy": { "jpg": 7.69 }, "im_entropy_mean": 7.69, "im_entropy_min": 7.69, "im_entropy_max": 7.69, "unifilter_score_qwen2_5_1_5b": -2.21484375, "unifilter_score_qwen3_0_6b": 1.78515625, "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": 5.882360703853812e-22, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 2.1486732533288155e-22, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.946916937828064, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.0024452474899590015, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.0023670843802392483, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7311468124389648, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.6566771268844604, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.991869330406189, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.012774169445037842, "text_quality_dolma3_fasttext_score": 0.0005592703819274902, "custom_fasttext_val_fasttext_score": 0.0006474852561950684, "custom_fasttext_core_fasttext_score": 1.1324882507324219e-05, "custom_fasttext_val_clean_fasttext_score": 0.0004062056541442871, "custom_fasttext_core_clean_fasttext_score": 0.0010016560554504395, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 4.0 }, "218": { "detoxify": 1, "length_chars": 122, "length_tokens": 3400, "length_tokens_text_only": 73, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.5848587883843316, "iqa_live_min": 0.5848587883843316, "iqa_live_max": 0.5848587883843316, "iqa_csiq_mean": 0.819157063961029, "iqa_csiq_min": 0.819157063961029, "iqa_csiq_max": 0.819157063961029, "iqa_tid2013_mean": 0.36234182781643337, "iqa_tid2013_min": 0.36234182781643337, "iqa_tid2013_max": 0.36234182781643337, "iqa_kadid10k_mean": 0.2989501953125, "iqa_kadid10k_min": 0.2989501953125, "iqa_kadid10k_max": 0.2989501953125, "iqa_flive_mean": 0.6865422412602589, "iqa_flive_min": 0.6865422412602589, "iqa_flive_max": 0.6865422412602589, "iqa_spaq_mean": 0.5554831148398044, "iqa_spaq_min": 0.5554831148398044, "iqa_spaq_max": 0.5554831148398044, "iqa_clive_mean": 0.504732420950225, "iqa_clive_min": 0.504732420950225, "iqa_clive_max": 0.504732420950225, "iqa_koniq10k_mean": 0.5935243934091896, "iqa_koniq10k_min": 0.5935243934091896, "iqa_koniq10k_max": 0.5935243934091896, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.972037645637438 }, { "lang": "tl", "score": 0.009446046207706647 }, { "lang": "nl", "score": 0.004221752153654526 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9404046535491943 }, { "lang": "ru", "score": 0.0031367281917482615 }, { "lang": "tr", "score": 0.0023691621609032154 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.5848587883843316, "iqa_v2_live_min": 0.5848587883843316, "iqa_v2_live_max": 0.5848587883843316, "iqa_v2_csiq_mean": 0.819157063961029, "iqa_v2_csiq_min": 0.819157063961029, "iqa_v2_csiq_max": 0.819157063961029, "iqa_v2_tid2013_mean": 0.36234182781643337, "iqa_v2_tid2013_min": 0.36234182781643337, "iqa_v2_tid2013_max": 0.36234182781643337, "iqa_v2_kadid10k_mean": 0.2989501953125, "iqa_v2_kadid10k_min": 0.2989501953125, "iqa_v2_kadid10k_max": 0.2989501953125, "iqa_v2_flive_mean": 0.6865422412602589, "iqa_v2_flive_min": 0.6865422412602589, "iqa_v2_flive_max": 0.6865422412602589, "iqa_v2_spaq_mean": 0.5555225719105115, "iqa_v2_spaq_min": 0.5555225719105115, "iqa_v2_spaq_max": 0.5555225719105115, "iqa_v2_clive_mean": 0.5047126924148714, "iqa_v2_clive_min": 0.5047126924148714, "iqa_v2_clive_max": 0.5047126924148714, "iqa_v2_koniq10k_mean": 0.5935243934091896, "iqa_v2_koniq10k_min": 0.5935243934091896, "iqa_v2_koniq10k_max": 0.5935243934091896, "imdecont": { "jpg": 0.21876955032348633 }, "imdecont_image_match": { "jpg": 234306 }, "imdecont_max": 0.21876955032348633, "imdecont_mean": 0.21876955032348633, "imdecont_min": 0.21876955032348633, "clip_score_clip_vitl14_224_prev_turn_only_min": 7.85546875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 7.85546875, "clip_score_clip_vitl14_224_prev_turn_only_max": 7.85546875, "clip_score_dfn_public_prev_turn_only_min": -0.431884765625, "clip_score_dfn_public_prev_turn_only_mean": -0.431884765625, "clip_score_dfn_public_prev_turn_only_max": -0.431884765625, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.484375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.484375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.484375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 10.390625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 10.390625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 10.390625, "clip_score_clip_vitl14_224_next_turn_only_min": 13.4765625, "clip_score_clip_vitl14_224_next_turn_only_mean": 13.4765625, "clip_score_clip_vitl14_224_next_turn_only_max": 13.4765625, "clip_score_dfn_public_next_turn_only_min": 0.7421875, "clip_score_dfn_public_next_turn_only_mean": 0.7421875, "clip_score_dfn_public_next_turn_only_max": 0.7421875, "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": 12.984375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 12.984375, "clip_score_longclip_vitl14_224_next_turn_only_max": 12.984375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 7.54296875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 7.54296875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 7.54296875, "clip_score_dfn_public_prev_and_next_turn_min": -0.379638671875, "clip_score_dfn_public_prev_and_next_turn_mean": -0.379638671875, "clip_score_dfn_public_prev_and_next_turn_max": -0.379638671875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.5625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.5625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 10.6015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 10.6015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 10.6015625, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 583 }, "im_width_mean": 583.0, "im_width_min": 583, "im_width_max": 583, "im_ar": { "jpg": 0.7288 }, "im_ar_mean": 0.7288, "im_ar_min": 0.7288, "im_ar_max": 0.7288, "im_kilobytes": { "jpg": 1366.41 }, "im_kilobytes_mean": 1366.41, "im_kilobytes_min": 1366.41, "im_kilobytes_max": 1366.41, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1644.99 }, "im_clarity_mean": 1644.99, "im_clarity_min": 1644.99, "im_clarity_max": 1644.99, "im_luma": { "jpg": 172.31 }, "im_luma_mean": 172.31, "im_luma_min": 172.31, "im_luma_max": 172.31, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 7.06 }, "im_entropy_mean": 7.06, "im_entropy_min": 7.06, "im_entropy_max": 7.06, "unifilter_score_qwen2_5_1_5b": -0.197021484375, "unifilter_score_qwen3_0_6b": -1.001953125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.972037645637438, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.009446046207706647, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.004221752153654526, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9404046535491943, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0031367281917482615, "language_detection_annotation_nllb_2_lan": "tr", "language_detection_annotation_nllb_2_score": 0.0023691621609032154, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8214712142944336, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.39796915650367737, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.977957010269165, "text_quality_nvidia_edu_nemotron4_score": 0.19580078125, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.0006798505783081055, "text_quality_dolma3_fasttext_score": 0.0002989768981933594, "custom_fasttext_val_fasttext_score": 5.6862831115722656e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0003883242607116699, "custom_fasttext_core_clean_fasttext_score": 1.7762184143066406e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 10.0 }, "182": { "detoxify": 1, "length_chars": 143, "length_tokens": 1867, "length_tokens_text_only": 76, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6957726141419074, "iqa_live_min": 0.6957726141419074, "iqa_live_max": 0.6957726141419074, "iqa_csiq_mean": 0.943912923336029, "iqa_csiq_min": 0.943912923336029, "iqa_csiq_max": 0.943912923336029, "iqa_tid2013_mean": 0.5468036333719889, "iqa_tid2013_min": 0.5468036333719889, "iqa_tid2013_max": 0.5468036333719889, "iqa_kadid10k_mean": 0.54742431640625, "iqa_kadid10k_min": 0.54742431640625, "iqa_kadid10k_max": 0.54742431640625, "iqa_flive_mean": 0.7183051831794508, "iqa_flive_min": 0.7183051831794508, "iqa_flive_max": 0.7183051831794508, "iqa_spaq_mean": 0.5381614607994003, "iqa_spaq_min": 0.5381614607994003, "iqa_spaq_max": 0.5381614607994003, "iqa_clive_mean": 0.5719080838290128, "iqa_clive_min": 0.5719080838290128, "iqa_clive_max": 0.5719080838290128, "iqa_koniq10k_mean": 0.6460811730587122, "iqa_koniq10k_min": 0.6460811730587122, "iqa_koniq10k_max": 0.6460811730587122, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9839667539736566 }, { "lang": "tl", "score": 0.014351729694043962 }, { "lang": "nl", "score": 0.0005902034942430259 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9068517684936523 }, { "lang": "ru", "score": 0.004826296586543322 }, { "lang": "fr", "score": 0.004454286303371191 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6957726141419074, "iqa_v2_live_min": 0.6957726141419074, "iqa_v2_live_max": 0.6957726141419074, "iqa_v2_csiq_mean": 0.943912923336029, "iqa_v2_csiq_min": 0.943912923336029, "iqa_v2_csiq_max": 0.943912923336029, "iqa_v2_tid2013_mean": 0.5468578868442111, "iqa_v2_tid2013_min": 0.5468578868442111, "iqa_v2_tid2013_max": 0.5468578868442111, "iqa_v2_kadid10k_mean": 0.54742431640625, "iqa_v2_kadid10k_min": 0.54742431640625, "iqa_v2_kadid10k_max": 0.54742431640625, "iqa_v2_flive_mean": 0.7183051831794508, "iqa_v2_flive_min": 0.7183051831794508, "iqa_v2_flive_max": 0.7183051831794508, "iqa_v2_spaq_mean": 0.5382009178701074, "iqa_v2_spaq_min": 0.5382009178701074, "iqa_v2_spaq_max": 0.5382009178701074, "iqa_v2_clive_mean": 0.5719080838290128, "iqa_v2_clive_min": 0.5719080838290128, "iqa_v2_clive_max": 0.5719080838290128, "iqa_v2_koniq10k_mean": 0.6459233447758839, "iqa_v2_koniq10k_min": 0.6459233447758839, "iqa_v2_koniq10k_max": 0.6459233447758839, "imdecont": { "jpg": 0.2645742893218994 }, "imdecont_image_match": { "jpg": 266043 }, "imdecont_max": 0.2645742893218994, "imdecont_mean": 0.2645742893218994, "imdecont_min": 0.2645742893218994, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.3125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.3125, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.3125, "clip_score_dfn_public_prev_turn_only_min": 2.638671875, "clip_score_dfn_public_prev_turn_only_mean": 2.638671875, "clip_score_dfn_public_prev_turn_only_max": 2.638671875, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.09375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.09375, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.09375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.0, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.0, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.0, "clip_score_clip_vitl14_224_next_turn_only_min": 18.28125, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.28125, "clip_score_clip_vitl14_224_next_turn_only_max": 18.28125, "clip_score_dfn_public_next_turn_only_min": 0.78759765625, "clip_score_dfn_public_next_turn_only_mean": 0.78759765625, "clip_score_dfn_public_next_turn_only_max": 0.78759765625, "clip_score_siglip2_b16_224_next_turn_only_min": -9.875, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.875, "clip_score_siglip2_b16_224_next_turn_only_max": -9.875, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.484375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.484375, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.484375, "clip_score_dfn_public_prev_and_next_turn_min": 2.48046875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.48046875, "clip_score_dfn_public_prev_and_next_turn_max": 2.48046875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.28125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.28125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.28125, "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": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2437.04 }, "im_clarity_mean": 2437.04, "im_clarity_min": 2437.04, "im_clarity_max": 2437.04, "im_luma": { "jpg": 206.84 }, "im_luma_mean": 206.84, "im_luma_min": 206.84, "im_luma_max": 206.84, "im_saturation": { "jpg": 29.07 }, "im_saturation_mean": 29.07, "im_saturation_min": 29.07, "im_saturation_max": 29.07, "im_entropy": { "jpg": 5.38 }, "im_entropy_mean": 5.38, "im_entropy_min": 5.38, "im_entropy_max": 5.38, "unifilter_score_qwen2_5_1_5b": -1.78125, "unifilter_score_qwen3_0_6b": 0.478759765625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9839667539736566, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.014351729694043962, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.0005902034942430259, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9068517684936523, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.004826296586543322, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.004454286303371191, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.4586569368839264, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.3612293303012848, "text_quality_nvidia_domain_label": "Sensitive_Subjects", "text_quality_nvidia_domain_score": 0.783867597579956, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.8627898097038269, "text_quality_dolma3_fasttext_score": 0.998885452747345, "custom_fasttext_val_fasttext_score": 2.7418136596679688e-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": 9.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 6.0 }, "227": { "detoxify": 1, "length_chars": 131, "length_tokens": 1869, "length_tokens_text_only": 78, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6614449626267558, "iqa_live_min": 0.6614449626267558, "iqa_live_max": 0.6614449626267558, "iqa_csiq_mean": 0.737125813961029, "iqa_csiq_min": 0.737125813961029, "iqa_csiq_max": 0.737125813961029, "iqa_tid2013_mean": 0.45194143719143337, "iqa_tid2013_min": 0.45194143719143337, "iqa_tid2013_max": 0.45194143719143337, "iqa_kadid10k_mean": 0.398193359375, "iqa_kadid10k_min": 0.398193359375, "iqa_kadid10k_max": 0.398193359375, "iqa_flive_mean": 0.6668926200481377, "iqa_flive_min": 0.6668926200481377, "iqa_flive_max": 0.6668926200481377, "iqa_spaq_mean": 0.5316707726680872, "iqa_spaq_min": 0.5316707726680872, "iqa_spaq_max": 0.5316707726680872, "iqa_clive_mean": 0.45262935908153806, "iqa_clive_min": 0.45262935908153806, "iqa_clive_max": 0.45262935908153806, "iqa_koniq10k_mean": 0.537968837853634, "iqa_koniq10k_min": 0.537968837853634, "iqa_koniq10k_max": 0.537968837853634, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9623345084571074 }, { "lang": "tl", "score": 0.012107314522956216 }, { "lang": "nl", "score": 0.003085093333171762 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8590483069419861 }, { "lang": "de", "score": 0.011472377926111221 }, { "lang": "id", "score": 0.009350328706204891 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.6614449626267558, "iqa_v2_live_min": 0.6614449626267558, "iqa_v2_live_max": 0.6614449626267558, "iqa_v2_csiq_mean": 0.737125813961029, "iqa_v2_csiq_min": 0.737125813961029, "iqa_v2_csiq_max": 0.737125813961029, "iqa_v2_tid2013_mean": 0.45194143719143337, "iqa_v2_tid2013_min": 0.45194143719143337, "iqa_v2_tid2013_max": 0.45194143719143337, "iqa_v2_kadid10k_mean": 0.398193359375, "iqa_v2_kadid10k_min": 0.398193359375, "iqa_v2_kadid10k_max": 0.398193359375, "iqa_v2_flive_mean": 0.6668926200481377, "iqa_v2_flive_min": 0.6668926200481377, "iqa_v2_flive_max": 0.6668926200481377, "iqa_v2_spaq_mean": 0.5316905012034407, "iqa_v2_spaq_min": 0.5316905012034407, "iqa_v2_spaq_max": 0.5316905012034407, "iqa_v2_clive_mean": 0.4526490876168916, "iqa_v2_clive_min": 0.4526490876168916, "iqa_v2_clive_max": 0.4526490876168916, "iqa_v2_koniq10k_mean": 0.537968837853634, "iqa_v2_koniq10k_min": 0.537968837853634, "iqa_v2_koniq10k_max": 0.537968837853634, "imdecont": { "jpg": 0.21160674095153809 }, "imdecont_image_match": { "jpg": 72317 }, "imdecont_max": 0.21160674095153809, "imdecont_mean": 0.21160674095153809, "imdecont_min": 0.21160674095153809, "clip_score_clip_vitl14_224_prev_turn_only_min": 33.875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 33.875, "clip_score_clip_vitl14_224_prev_turn_only_max": 33.875, "clip_score_dfn_public_prev_turn_only_min": 3.794921875, "clip_score_dfn_public_prev_turn_only_mean": 3.794921875, "clip_score_dfn_public_prev_turn_only_max": 3.794921875, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.234375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.234375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.234375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 29.59375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 29.59375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 29.59375, "clip_score_clip_vitl14_224_next_turn_only_min": 15.34375, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.34375, "clip_score_clip_vitl14_224_next_turn_only_max": 15.34375, "clip_score_dfn_public_next_turn_only_min": -1.1396484375, "clip_score_dfn_public_next_turn_only_mean": -1.1396484375, "clip_score_dfn_public_next_turn_only_max": -1.1396484375, "clip_score_siglip2_b16_224_next_turn_only_min": -11.2421875, "clip_score_siglip2_b16_224_next_turn_only_mean": -11.2421875, "clip_score_siglip2_b16_224_next_turn_only_max": -11.2421875, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.4140625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.4140625, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.4140625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 32.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 32.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 32.5625, "clip_score_dfn_public_prev_and_next_turn_min": 4.1953125, "clip_score_dfn_public_prev_and_next_turn_mean": 4.1953125, "clip_score_dfn_public_prev_and_next_turn_max": 4.1953125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 29.390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 29.390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 29.390625, "im_height": { "jpg": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2311.36 }, "im_clarity_mean": 2311.36, "im_clarity_min": 2311.36, "im_clarity_max": 2311.36, "im_luma": { "jpg": 174.54 }, "im_luma_mean": 174.54, "im_luma_min": 174.54, "im_luma_max": 174.54, "im_saturation": { "jpg": 47.37 }, "im_saturation_mean": 47.37, "im_saturation_min": 47.37, "im_saturation_max": 47.37, "im_entropy": { "jpg": 7.6 }, "im_entropy_mean": 7.6, "im_entropy_min": 7.6, "im_entropy_max": 7.6, "unifilter_score_qwen2_5_1_5b": 0.463623046875, "unifilter_score_qwen3_0_6b": -0.468017578125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9623345084571074, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.012107314522956216, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.003085093333171762, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8590483069419861, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.011472377926111221, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.009350328706204891, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.9573957920074463, "text_quality_weborganizer_format_label": "Spam / Ads", "text_quality_weborganizer_format_score": 0.4669590890407562, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.9951336979866028, "text_quality_nvidia_edu_nemotron4_score": 0.294677734375, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.04365295171737671, "text_quality_dolma3_fasttext_score": 0.47864383459091187, "custom_fasttext_val_fasttext_score": 0.00011396408081054688, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 2.384185791015625e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 8.0 }, "220": { "detoxify": 0, "length_chars": 133, "length_tokens": 1868, "length_tokens_text_only": 77, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7548003919196851, "iqa_live_min": 0.7548003919196851, "iqa_live_max": 0.7548003919196851, "iqa_csiq_mean": 0.903629720211029, "iqa_csiq_min": 0.903629720211029, "iqa_csiq_max": 0.903629720211029, "iqa_tid2013_mean": 0.5579798486497667, "iqa_tid2013_min": 0.5579798486497667, "iqa_tid2013_max": 0.5579798486497667, "iqa_kadid10k_mean": 0.6573486328125, "iqa_kadid10k_min": 0.6573486328125, "iqa_kadid10k_max": 0.6573486328125, "iqa_flive_mean": 0.7190943245935922, "iqa_flive_min": 0.7190943245935922, "iqa_flive_max": 0.7190943245935922, "iqa_spaq_mean": 0.6921229506983902, "iqa_spaq_min": 0.6921229506983902, "iqa_spaq_max": 0.6921229506983902, "iqa_clive_mean": 0.667788727114899, "iqa_clive_min": 0.667788727114899, "iqa_clive_max": 0.667788727114899, "iqa_koniq10k_mean": 0.6812768801294192, "iqa_koniq10k_min": 0.6812768801294192, "iqa_koniq10k_max": 0.6812768801294192, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9236467714305474 }, { "lang": "tl", "score": 0.010944895685372486 }, { "lang": "ca", "score": 0.00848011986174188 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.931468665599823 }, { "lang": "id", "score": 0.0046208580024540424 }, { "lang": "hu", "score": 0.004319550469517708 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7548003919196851, "iqa_v2_live_min": 0.7548003919196851, "iqa_v2_live_max": 0.7548003919196851, "iqa_v2_csiq_mean": 0.903629720211029, "iqa_v2_csiq_min": 0.903629720211029, "iqa_v2_csiq_max": 0.903629720211029, "iqa_v2_tid2013_mean": 0.5579798486497667, "iqa_v2_tid2013_min": 0.5579798486497667, "iqa_v2_tid2013_max": 0.5579798486497667, "iqa_v2_kadid10k_mean": 0.6573562622070312, "iqa_v2_kadid10k_min": 0.6573562622070312, "iqa_v2_kadid10k_max": 0.6573562622070312, "iqa_v2_flive_mean": 0.7190943245935922, "iqa_v2_flive_min": 0.7190943245935922, "iqa_v2_flive_max": 0.7190943245935922, "iqa_v2_spaq_mean": 0.6921229506983902, "iqa_v2_spaq_min": 0.6921229506983902, "iqa_v2_spaq_max": 0.6921229506983902, "iqa_v2_clive_mean": 0.6679465553977273, "iqa_v2_clive_min": 0.6679465553977273, "iqa_v2_clive_max": 0.6679465553977273, "iqa_v2_koniq10k_mean": 0.6812768801294192, "iqa_v2_koniq10k_min": 0.6812768801294192, "iqa_v2_koniq10k_max": 0.6812768801294192, "imdecont": { "jpg": 0.36820852756500244 }, "imdecont_image_match": { "jpg": 262306 }, "imdecont_max": 0.36820852756500244, "imdecont_mean": 0.36820852756500244, "imdecont_min": 0.36820852756500244, "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": 0.900390625, "clip_score_dfn_public_prev_turn_only_mean": 0.900390625, "clip_score_dfn_public_prev_turn_only_max": 0.900390625, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.625, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.03125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.03125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.03125, "clip_score_clip_vitl14_224_next_turn_only_min": 13.65625, "clip_score_clip_vitl14_224_next_turn_only_mean": 13.65625, "clip_score_clip_vitl14_224_next_turn_only_max": 13.65625, "clip_score_dfn_public_next_turn_only_min": 0.89794921875, "clip_score_dfn_public_next_turn_only_mean": 0.89794921875, "clip_score_dfn_public_next_turn_only_max": 0.89794921875, "clip_score_siglip2_b16_224_next_turn_only_min": -10.2734375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.2734375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.2734375, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.3828125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.3828125, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.3828125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.171875, "clip_score_dfn_public_prev_and_next_turn_min": 0.22119140625, "clip_score_dfn_public_prev_and_next_turn_mean": 0.22119140625, "clip_score_dfn_public_prev_and_next_turn_max": 0.22119140625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.796875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.796875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.796875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 19.0625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 19.0625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 19.0625, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3319.38 }, "im_clarity_mean": 3319.38, "im_clarity_min": 3319.38, "im_clarity_max": 3319.38, "im_luma": { "jpg": 120.7 }, "im_luma_mean": 120.7, "im_luma_min": 120.7, "im_luma_max": 120.7, "im_saturation": { "jpg": 78.67 }, "im_saturation_mean": 78.67, "im_saturation_min": 78.67, "im_saturation_max": 78.67, "im_entropy": { "jpg": 7.57 }, "im_entropy_mean": 7.57, "im_entropy_min": 7.57, "im_entropy_max": 7.57, "unifilter_score_qwen2_5_1_5b": -1.1416015625, "unifilter_score_qwen3_0_6b": -0.60009765625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9236467714305474, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.010944895685372486, "language_detection_annotation_lingua_2_lan": "ca", "language_detection_annotation_lingua_2_score": 0.00848011986174188, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.931468665599823, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.0046208580024540424, "language_detection_annotation_nllb_2_lan": "hu", "language_detection_annotation_nllb_2_score": 0.004319550469517708, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.4570055902004242, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.45904457569122314, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.6053707599639893, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9989279508590698, "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": 0.00010383129119873047, "custom_fasttext_core_clean_fasttext_score": 2.276897430419922e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 4.0 }, "221": { "detoxify": 0, "length_chars": 181, "length_tokens": 1878, "length_tokens_text_only": 86, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7074519070712002, "iqa_live_min": 0.7074519070712002, "iqa_live_max": 0.7074519070712002, "iqa_csiq_mean": 0.812565267086029, "iqa_csiq_min": 0.812565267086029, "iqa_csiq_max": 0.812565267086029, "iqa_tid2013_mean": 0.4473570187886556, "iqa_tid2013_min": 0.4473570187886556, "iqa_tid2013_max": 0.4473570187886556, "iqa_kadid10k_mean": 0.467529296875, "iqa_kadid10k_min": 0.467529296875, "iqa_kadid10k_max": 0.467529296875, "iqa_flive_mean": 0.6676817614622791, "iqa_flive_min": 0.6676817614622791, "iqa_flive_max": 0.6676817614622791, "iqa_spaq_mean": 0.5769872183751579, "iqa_spaq_min": 0.5769872183751579, "iqa_spaq_max": 0.5769872183751579, "iqa_clive_mean": 0.6018954575663866, "iqa_clive_min": 0.6018954575663866, "iqa_clive_max": 0.6018954575663866, "iqa_koniq10k_mean": 0.5572238883586845, "iqa_koniq10k_min": 0.5572238883586845, "iqa_koniq10k_max": 0.5572238883586845, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.999999999999995 }, { "lang": "tl", "score": 4.829024077196781e-15 }, { "lang": "la", "score": 8.863915974066363e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.965009331703186 }, { "lang": "id", "score": 0.0022351094521582127 }, { "lang": "fr", "score": 0.001771683688275516 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7074519070712002, "iqa_v2_live_min": 0.7074519070712002, "iqa_v2_live_max": 0.7074519070712002, "iqa_v2_csiq_mean": 0.812565267086029, "iqa_v2_csiq_min": 0.812565267086029, "iqa_v2_csiq_max": 0.812565267086029, "iqa_v2_tid2013_mean": 0.4473570187886556, "iqa_v2_tid2013_min": 0.4473570187886556, "iqa_v2_tid2013_max": 0.4473570187886556, "iqa_v2_kadid10k_mean": 0.467529296875, "iqa_v2_kadid10k_min": 0.467529296875, "iqa_v2_kadid10k_max": 0.467529296875, "iqa_v2_flive_mean": 0.6677014899976327, "iqa_v2_flive_min": 0.6677014899976327, "iqa_v2_flive_max": 0.6677014899976327, "iqa_v2_spaq_mean": 0.5769872183751579, "iqa_v2_spaq_min": 0.5769872183751579, "iqa_v2_spaq_max": 0.5769872183751579, "iqa_v2_clive_mean": 0.6018954575663866, "iqa_v2_clive_min": 0.6018954575663866, "iqa_v2_clive_max": 0.6018954575663866, "iqa_v2_koniq10k_mean": 0.5572238883586845, "iqa_v2_koniq10k_min": 0.5572238883586845, "iqa_v2_koniq10k_max": 0.5572238883586845, "imdecont": { "jpg": 0.3172760009765625 }, "imdecont_image_match": { "jpg": 265788 }, "imdecont_max": 0.3172760009765625, "imdecont_mean": 0.3172760009765625, "imdecont_min": 0.3172760009765625, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.78125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.78125, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.78125, "clip_score_dfn_public_prev_turn_only_min": 4.4765625, "clip_score_dfn_public_prev_turn_only_mean": 4.4765625, "clip_score_dfn_public_prev_turn_only_max": 4.4765625, "clip_score_siglip2_b16_224_prev_turn_only_min": 9.390625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 9.390625, "clip_score_siglip2_b16_224_prev_turn_only_max": 9.390625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.9375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.9375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.9375, "clip_score_clip_vitl14_224_next_turn_only_min": 16.3125, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.3125, "clip_score_clip_vitl14_224_next_turn_only_max": 16.3125, "clip_score_dfn_public_next_turn_only_min": -0.7099609375, "clip_score_dfn_public_next_turn_only_mean": -0.7099609375, "clip_score_dfn_public_next_turn_only_max": -0.7099609375, "clip_score_siglip2_b16_224_next_turn_only_min": -5.15625, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.15625, "clip_score_siglip2_b16_224_next_turn_only_max": -5.15625, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.4375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.4375, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.4375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.484375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.484375, "clip_score_dfn_public_prev_and_next_turn_min": 4.5234375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.5234375, "clip_score_dfn_public_prev_and_next_turn_max": 4.5234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 8.390625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 8.390625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 8.390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.59375, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4408.36 }, "im_clarity_mean": 4408.36, "im_clarity_min": 4408.36, "im_clarity_max": 4408.36, "im_luma": { "jpg": 74.82 }, "im_luma_mean": 74.82, "im_luma_min": 74.82, "im_luma_max": 74.82, "im_saturation": { "jpg": 64.15 }, "im_saturation_mean": 64.15, "im_saturation_min": 64.15, "im_saturation_max": 64.15, "im_entropy": { "jpg": 7.24 }, "im_entropy_mean": 7.24, "im_entropy_min": 7.24, "im_entropy_max": 7.24, "unifilter_score_qwen2_5_1_5b": -0.7236328125, "unifilter_score_qwen3_0_6b": 1.486328125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.999999999999995, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 4.829024077196781e-15, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 8.863915974066363e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.965009331703186, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.0022351094521582127, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.001771683688275516, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.5722533464431763, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.6646180152893066, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.4552414119243622, "text_quality_nvidia_edu_nemotron4_score": 0.433349609375, "text_quality_nvidia_edu_mixtral_score": 0.26416015625, "text_quality_dclmbaseline_fasttext_score": 0.4990917444229126, "text_quality_dolma3_fasttext_score": 0.10590821504592896, "custom_fasttext_val_fasttext_score": 0.0011420249938964844, "custom_fasttext_core_fasttext_score": 6.639957427978516e-05, "custom_fasttext_val_clean_fasttext_score": 0.002168416976928711, "custom_fasttext_core_clean_fasttext_score": 0.0004035830497741699, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.71875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 3.03125, "within_sample_repetition_detection": 3.0 }, "197": { "detoxify": 0, "length_chars": 162, "length_tokens": 3420, "length_tokens_text_only": 93, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6973508969701901, "iqa_live_min": 0.6973508969701901, "iqa_live_max": 0.6973508969701901, "iqa_csiq_mean": 0.912907063961029, "iqa_csiq_min": 0.912907063961029, "iqa_csiq_max": 0.912907063961029, "iqa_tid2013_mean": 0.4741446706983778, "iqa_tid2013_min": 0.4741446706983778, "iqa_tid2013_max": 0.4741446706983778, "iqa_kadid10k_mean": 0.4940185546875, "iqa_kadid10k_min": 0.4940185546875, "iqa_kadid10k_max": 0.4940185546875, "iqa_flive_mean": 0.6975902210582386, "iqa_flive_min": 0.6975902210582386, "iqa_flive_max": 0.6975902210582386, "iqa_spaq_mean": 0.6167599456478852, "iqa_spaq_min": 0.6167599456478852, "iqa_spaq_max": 0.6167599456478852, "iqa_clive_mean": 0.6602129695391414, "iqa_clive_min": 0.6602129695391414, "iqa_clive_max": 0.6602129695391414, "iqa_koniq10k_mean": 0.6869586983112375, "iqa_koniq10k_min": 0.6869586983112375, "iqa_koniq10k_max": 0.6869586983112375, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9887072590838745 }, { "lang": "tl", "score": 0.004215947223742769 }, { "lang": "nl", "score": 0.0011099518446000204 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9650450348854065 }, { "lang": "de", "score": 0.0021903321612626314 }, { "lang": "pt", "score": 0.002007909817621112 } ], "digit_sequence_filter": 2, "iqa_v2_live_mean": 0.6973508969701901, "iqa_v2_live_min": 0.6973508969701901, "iqa_v2_live_max": 0.6973508969701901, "iqa_v2_csiq_mean": 0.912907063961029, "iqa_v2_csiq_min": 0.912907063961029, "iqa_v2_csiq_max": 0.912907063961029, "iqa_v2_tid2013_mean": 0.47415823406643337, "iqa_v2_tid2013_min": 0.47415823406643337, "iqa_v2_tid2013_max": 0.47415823406643337, "iqa_v2_kadid10k_mean": 0.494140625, "iqa_v2_kadid10k_min": 0.494140625, "iqa_v2_kadid10k_max": 0.494140625, "iqa_v2_flive_mean": 0.6975902210582386, "iqa_v2_flive_min": 0.6975902210582386, "iqa_v2_flive_max": 0.6975902210582386, "iqa_v2_spaq_mean": 0.6168388597892993, "iqa_v2_spaq_min": 0.6168388597892993, "iqa_v2_spaq_max": 0.6168388597892993, "iqa_v2_clive_mean": 0.6603707978219697, "iqa_v2_clive_min": 0.6603707978219697, "iqa_v2_clive_max": 0.6603707978219697, "iqa_v2_koniq10k_mean": 0.6869586983112375, "iqa_v2_koniq10k_min": 0.6869586983112375, "iqa_v2_koniq10k_max": 0.6869586983112375, "imdecont": { "jpg": 0.25362950563430786 }, "imdecont_image_match": { "jpg": 266022 }, "imdecont_max": 0.25362950563430786, "imdecont_mean": 0.25362950563430786, "imdecont_min": 0.25362950563430786, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.421875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.421875, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.421875, "clip_score_dfn_public_prev_turn_only_min": 1.2294921875, "clip_score_dfn_public_prev_turn_only_mean": 1.2294921875, "clip_score_dfn_public_prev_turn_only_max": 1.2294921875, "clip_score_siglip2_b16_224_prev_turn_only_min": 10.796875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 10.796875, "clip_score_siglip2_b16_224_prev_turn_only_max": 10.796875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.8125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.8125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.8125, "clip_score_clip_vitl14_224_next_turn_only_min": 18.609375, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.609375, "clip_score_clip_vitl14_224_next_turn_only_max": 18.609375, "clip_score_dfn_public_next_turn_only_min": 0.73583984375, "clip_score_dfn_public_next_turn_only_mean": 0.73583984375, "clip_score_dfn_public_next_turn_only_max": 0.73583984375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.0625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.0625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.0625, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.28125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.28125, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.28125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.71875, "clip_score_dfn_public_prev_and_next_turn_min": 1.255859375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.255859375, "clip_score_dfn_public_prev_and_next_turn_max": 1.255859375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 10.046875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 10.046875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 10.046875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 19.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 19.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 19.90625, "im_height": { "jpg": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 323 }, "im_width_mean": 323.0, "im_width_min": 323, "im_width_max": 323, "im_ar": { "jpg": 0.8075 }, "im_ar_mean": 0.8075, "im_ar_min": 0.8075, "im_ar_max": 0.8075, "im_kilobytes": { "jpg": 378.52 }, "im_kilobytes_mean": 378.52, "im_kilobytes_min": 378.52, "im_kilobytes_max": 378.52, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4516.22 }, "im_clarity_mean": 4516.22, "im_clarity_min": 4516.22, "im_clarity_max": 4516.22, "im_luma": { "jpg": 103.71 }, "im_luma_mean": 103.71, "im_luma_min": 103.71, "im_luma_max": 103.71, "im_saturation": { "jpg": 49.69 }, "im_saturation_mean": 49.69, "im_saturation_min": 49.69, "im_saturation_max": 49.69, "im_entropy": { "jpg": 7.64 }, "im_entropy_mean": 7.64, "im_entropy_min": 7.64, "im_entropy_max": 7.64, "unifilter_score_qwen2_5_1_5b": -0.348876953125, "unifilter_score_qwen3_0_6b": -0.69970703125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9887072590838745, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.004215947223742769, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.0011099518446000204, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9650450348854065, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.0021903321612626314, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.002007909817621112, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.7376611828804016, "text_quality_weborganizer_format_label": "Truncated", "text_quality_weborganizer_format_score": 0.30111005902290344, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.5928320288658142, "text_quality_nvidia_edu_nemotron4_score": 1.17578125, "text_quality_nvidia_edu_mixtral_score": 0.346923828125, "text_quality_dclmbaseline_fasttext_score": 0.9305124878883362, "text_quality_dolma3_fasttext_score": 0.9997363686561584, "custom_fasttext_val_fasttext_score": 0.00022798776626586914, "custom_fasttext_core_fasttext_score": 6.079673767089844e-06, "custom_fasttext_val_clean_fasttext_score": 0.00027817487716674805, "custom_fasttext_core_clean_fasttext_score": 6.496906280517578e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 3.0 }, "232": { "detoxify": 0, "length_chars": 196, "length_tokens": 1887, "length_tokens_text_only": 96, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8034115030307962, "iqa_live_min": 0.8034115030307962, "iqa_live_max": 0.8034115030307962, "iqa_csiq_mean": 0.933170735836029, "iqa_csiq_min": 0.933170735836029, "iqa_csiq_max": 0.933170735836029, "iqa_tid2013_mean": 0.6224329736497667, "iqa_tid2013_min": 0.6224329736497667, "iqa_tid2013_max": 0.6224329736497667, "iqa_kadid10k_mean": 0.6521072387695312, "iqa_kadid10k_min": 0.6521072387695312, "iqa_kadid10k_max": 0.6521072387695312, "iqa_flive_mean": 0.7123077084319761, "iqa_flive_min": 0.7123077084319761, "iqa_flive_max": 0.7123077084319761, "iqa_spaq_mean": 0.6443798951428347, "iqa_spaq_min": 0.6443798951428347, "iqa_spaq_max": 0.6443798951428347, "iqa_clive_mean": 0.7116649897411617, "iqa_clive_min": 0.7116649897411617, "iqa_clive_max": 0.7116649897411617, "iqa_koniq10k_mean": 0.6686506175031566, "iqa_koniq10k_min": 0.6686506175031566, "iqa_koniq10k_max": 0.6686506175031566, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "tl", "score": 2.214297793644903e-22 }, { "lang": "eo", "score": 6.029254302140368e-24 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9575786590576172 }, { "lang": "ru", "score": 0.0024460882414132357 }, { "lang": "de", "score": 0.002176845446228981 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.8034115030307962, "iqa_v2_live_min": 0.8034115030307962, "iqa_v2_live_max": 0.8034115030307962, "iqa_v2_csiq_mean": 0.933170735836029, "iqa_v2_csiq_min": 0.933170735836029, "iqa_v2_csiq_max": 0.933170735836029, "iqa_v2_tid2013_mean": 0.6224329736497667, "iqa_v2_tid2013_min": 0.6224329736497667, "iqa_v2_tid2013_max": 0.6224329736497667, "iqa_v2_kadid10k_mean": 0.6519851684570312, "iqa_v2_kadid10k_min": 0.6519851684570312, "iqa_v2_kadid10k_max": 0.6519851684570312, "iqa_v2_flive_mean": 0.7123471655026832, "iqa_v2_flive_min": 0.7123471655026832, "iqa_v2_flive_max": 0.7123471655026832, "iqa_v2_spaq_mean": 0.6443798951428347, "iqa_v2_spaq_min": 0.6443798951428347, "iqa_v2_spaq_max": 0.6443798951428347, "iqa_v2_clive_mean": 0.7116649897411617, "iqa_v2_clive_min": 0.7116649897411617, "iqa_v2_clive_max": 0.7116649897411617, "iqa_v2_koniq10k_mean": 0.6686506175031566, "iqa_v2_koniq10k_min": 0.6686506175031566, "iqa_v2_koniq10k_max": 0.6686506175031566, "imdecont": { "jpg": 0.34368014335632324 }, "imdecont_image_match": { "jpg": 108409 }, "imdecont_max": 0.34368014335632324, "imdecont_mean": 0.34368014335632324, "imdecont_min": 0.34368014335632324, "clip_score_clip_vitl14_224_prev_turn_only_min": 33.53125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 33.53125, "clip_score_clip_vitl14_224_prev_turn_only_max": 33.53125, "clip_score_dfn_public_prev_turn_only_min": 4.24609375, "clip_score_dfn_public_prev_turn_only_mean": 4.24609375, "clip_score_dfn_public_prev_turn_only_max": 4.24609375, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.03125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.03125, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.03125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.09375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.09375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.09375, "clip_score_clip_vitl14_224_next_turn_only_min": 16.796875, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.796875, "clip_score_clip_vitl14_224_next_turn_only_max": 16.796875, "clip_score_dfn_public_next_turn_only_min": 0.53857421875, "clip_score_dfn_public_next_turn_only_mean": 0.53857421875, "clip_score_dfn_public_next_turn_only_max": 0.53857421875, "clip_score_siglip2_b16_224_next_turn_only_min": -6.5390625, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.5390625, "clip_score_siglip2_b16_224_next_turn_only_max": -6.5390625, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.234375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.234375, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.234375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 33.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 33.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 33.3125, "clip_score_dfn_public_prev_and_next_turn_min": 4.03515625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.03515625, "clip_score_dfn_public_prev_and_next_turn_max": 4.03515625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 4.90625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 4.90625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 4.90625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.734375, "im_height": { "jpg": 539 }, "im_height_mean": 539.0, "im_height_min": 539, "im_height_max": 539, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5306 }, "im_ar_mean": 1.5306, "im_ar_min": 1.5306, "im_ar_max": 1.5306, "im_kilobytes": { "jpg": 1302.76 }, "im_kilobytes_mean": 1302.76, "im_kilobytes_min": 1302.76, "im_kilobytes_max": 1302.76, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2702.95 }, "im_clarity_mean": 2702.95, "im_clarity_min": 2702.95, "im_clarity_max": 2702.95, "im_luma": { "jpg": 117.65 }, "im_luma_mean": 117.65, "im_luma_min": 117.65, "im_luma_max": 117.65, "im_saturation": { "jpg": 65.98 }, "im_saturation_mean": 65.98, "im_saturation_min": 65.98, "im_saturation_max": 65.98, "im_entropy": { "jpg": 7.73 }, "im_entropy_mean": 7.73, "im_entropy_min": 7.73, "im_entropy_max": 7.73, "unifilter_score_qwen2_5_1_5b": 1.126953125, "unifilter_score_qwen3_0_6b": 1.337890625, "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": 2.214297793644903e-22, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 6.029254302140368e-24, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9575786590576172, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0024460882414132357, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.002176845446228981, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8624254465103149, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.6311060786247253, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.994257926940918, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.6844508051872253, "text_quality_dolma3_fasttext_score": 0.9999765157699585, "custom_fasttext_val_fasttext_score": 0.002097189426422119, "custom_fasttext_core_fasttext_score": 2.4080276489257812e-05, "custom_fasttext_val_clean_fasttext_score": 0.008174598217010498, "custom_fasttext_core_clean_fasttext_score": 0.001092076301574707, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 9.0 }, "224": { "detoxify": 1, "length_chars": 87, "length_tokens": 1860, "length_tokens_text_only": 68, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7563786747479679, "iqa_live_min": 0.7563786747479679, "iqa_live_max": 0.7563786747479679, "iqa_csiq_mean": 0.762516438961029, "iqa_csiq_min": 0.762516438961029, "iqa_csiq_max": 0.762516438961029, "iqa_tid2013_mean": 0.4524568451775445, "iqa_tid2013_min": 0.4524568451775445, "iqa_tid2013_max": 0.4524568451775445, "iqa_kadid10k_mean": 0.4178466796875, "iqa_kadid10k_min": 0.4178466796875, "iqa_kadid10k_max": 0.4178466796875, "iqa_flive_mean": 0.696643251361269, "iqa_flive_min": 0.696643251361269, "iqa_flive_max": 0.696643251361269, "iqa_spaq_mean": 0.6044493395872791, "iqa_spaq_min": 0.6044493395872791, "iqa_spaq_max": 0.6044493395872791, "iqa_clive_mean": 0.593214902010831, "iqa_clive_min": 0.593214902010831, "iqa_clive_max": 0.593214902010831, "iqa_koniq10k_mean": 0.5933665651263613, "iqa_koniq10k_min": 0.5933665651263613, "iqa_koniq10k_max": 0.5933665651263613, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.7881460612387671 }, { "lang": "fr", "score": 0.03687025155951974 }, { "lang": "la", "score": 0.0338095575018033 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9115948677062988 }, { "lang": "id", "score": 0.006079575512558222 }, { "lang": "hi", "score": 0.00547880819067359 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.7563786747479679, "iqa_v2_live_min": 0.7563786747479679, "iqa_v2_live_max": 0.7563786747479679, "iqa_v2_csiq_mean": 0.762516438961029, "iqa_v2_csiq_min": 0.762516438961029, "iqa_v2_csiq_max": 0.762516438961029, "iqa_v2_tid2013_mean": 0.4524568451775445, "iqa_v2_tid2013_min": 0.4524568451775445, "iqa_v2_tid2013_max": 0.4524568451775445, "iqa_v2_kadid10k_mean": 0.4178466796875, "iqa_v2_kadid10k_min": 0.4178466796875, "iqa_v2_kadid10k_max": 0.4178466796875, "iqa_v2_flive_mean": 0.696643251361269, "iqa_v2_flive_min": 0.696643251361269, "iqa_v2_flive_max": 0.696643251361269, "iqa_v2_spaq_mean": 0.6044493395872791, "iqa_v2_spaq_min": 0.6044493395872791, "iqa_v2_spaq_max": 0.6044493395872791, "iqa_v2_clive_mean": 0.593214902010831, "iqa_v2_clive_min": 0.593214902010831, "iqa_v2_clive_max": 0.593214902010831, "iqa_v2_koniq10k_mean": 0.5933665651263613, "iqa_v2_koniq10k_min": 0.5933665651263613, "iqa_v2_koniq10k_max": 0.5933665651263613, "imdecont": { "jpg": 0.248404860496521 }, "imdecont_image_match": { "jpg": 265976 }, "imdecont_max": 0.248404860496521, "imdecont_mean": 0.248404860496521, "imdecont_min": 0.248404860496521, "clip_score_clip_vitl14_224_prev_turn_only_min": 19.78125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 19.78125, "clip_score_clip_vitl14_224_prev_turn_only_max": 19.78125, "clip_score_dfn_public_prev_turn_only_min": 3.453125, "clip_score_dfn_public_prev_turn_only_mean": 3.453125, "clip_score_dfn_public_prev_turn_only_max": 3.453125, "clip_score_siglip2_b16_224_prev_turn_only_min": -2.1875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.1875, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.1875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 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": 18.78125, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.78125, "clip_score_clip_vitl14_224_next_turn_only_max": 18.78125, "clip_score_dfn_public_next_turn_only_min": 2.013671875, "clip_score_dfn_public_next_turn_only_mean": 2.013671875, "clip_score_dfn_public_next_turn_only_max": 2.013671875, "clip_score_siglip2_b16_224_next_turn_only_min": -7.2265625, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.2265625, "clip_score_siglip2_b16_224_next_turn_only_max": -7.2265625, "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": 20.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.0625, "clip_score_dfn_public_prev_and_next_turn_min": 3.2421875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.2421875, "clip_score_dfn_public_prev_and_next_turn_max": 3.2421875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.5859375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.5859375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.5859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 18.671875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 18.671875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 18.671875, "im_height": { "jpg": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 240 }, "im_width_mean": 240.0, "im_width_min": 240, "im_width_max": 240, "im_ar": { "jpg": 0.6 }, "im_ar_mean": 0.6, "im_ar_min": 0.6, "im_ar_max": 0.6, "im_kilobytes": { "jpg": 281.25 }, "im_kilobytes_mean": 281.25, "im_kilobytes_min": 281.25, "im_kilobytes_max": 281.25, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1673.26 }, "im_clarity_mean": 1673.26, "im_clarity_min": 1673.26, "im_clarity_max": 1673.26, "im_luma": { "jpg": 169.53 }, "im_luma_mean": 169.53, "im_luma_min": 169.53, "im_luma_max": 169.53, "im_saturation": { "jpg": 27.19 }, "im_saturation_mean": 27.19, "im_saturation_min": 27.19, "im_saturation_max": 27.19, "im_entropy": { "jpg": 6.72 }, "im_entropy_mean": 6.72, "im_entropy_min": 6.72, "im_entropy_max": 6.72, "unifilter_score_qwen2_5_1_5b": -0.88134765625, "unifilter_score_qwen3_0_6b": 1.3466796875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.7881460612387671, "language_detection_annotation_lingua_1_lan": "fr", "language_detection_annotation_lingua_1_score": 0.03687025155951974, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.0338095575018033, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9115948677062988, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.006079575512558222, "language_detection_annotation_nllb_2_lan": "hi", "language_detection_annotation_nllb_2_score": 0.00547880819067359, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.5622455477714539, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.30359259247779846, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9961917400360107, "text_quality_nvidia_edu_nemotron4_score": 0.07220458984375, "text_quality_nvidia_edu_mixtral_score": 0.1663818359375, "text_quality_dclmbaseline_fasttext_score": 0.9996447563171387, "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": 0.00010704994201660156, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.8125, "within_sample_repetition_detection": 9.0 }, "230": { "detoxify": 0, "length_chars": 115, "length_tokens": 1868, "length_tokens_text_only": 76, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7885756444449377, "iqa_live_min": 0.7885756444449377, "iqa_live_max": 0.7885756444449377, "iqa_csiq_mean": 0.877994954586029, "iqa_csiq_min": 0.877994954586029, "iqa_csiq_max": 0.877994954586029, "iqa_tid2013_mean": 0.5523374875386555, "iqa_tid2013_min": 0.5523374875386555, "iqa_tid2013_max": 0.5523374875386555, "iqa_kadid10k_mean": 0.5750732421875, "iqa_kadid10k_min": 0.5750732421875, "iqa_kadid10k_max": 0.5750732421875, "iqa_flive_mean": 0.7147145897451074, "iqa_flive_min": 0.7147145897451074, "iqa_flive_max": 0.7147145897451074, "iqa_spaq_mean": 0.5538259178701074, "iqa_spaq_min": 0.5538259178701074, "iqa_spaq_max": 0.5538259178701074, "iqa_clive_mean": 0.5874541696875987, "iqa_clive_min": 0.5874541696875987, "iqa_clive_max": 0.5874541696875987, "iqa_koniq10k_mean": 0.6542882437657829, "iqa_koniq10k_min": 0.6542882437657829, "iqa_koniq10k_max": 0.6542882437657829, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8809781006563975 }, { "lang": "tl", "score": 0.018852588611890445 }, { "lang": "la", "score": 0.01589083207124626 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9393137097358704 }, { "lang": "de", "score": 0.004319752566516399 }, { "lang": "tr", "score": 0.00299405911937356 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7885756444449377, "iqa_v2_live_min": 0.7885756444449377, "iqa_v2_live_max": 0.7885756444449377, "iqa_v2_csiq_mean": 0.877994954586029, "iqa_v2_csiq_min": 0.877994954586029, "iqa_v2_csiq_max": 0.877994954586029, "iqa_v2_tid2013_mean": 0.5523374875386555, "iqa_v2_tid2013_min": 0.5523374875386555, "iqa_v2_tid2013_max": 0.5523374875386555, "iqa_v2_kadid10k_mean": 0.5750732421875, "iqa_v2_kadid10k_min": 0.5750732421875, "iqa_v2_kadid10k_max": 0.5750732421875, "iqa_v2_flive_mean": 0.7146751326744003, "iqa_v2_flive_min": 0.7146751326744003, "iqa_v2_flive_max": 0.7146751326744003, "iqa_v2_spaq_mean": 0.5538259178701074, "iqa_v2_spaq_min": 0.5538259178701074, "iqa_v2_spaq_max": 0.5538259178701074, "iqa_v2_clive_mean": 0.5873752555461845, "iqa_v2_clive_min": 0.5873752555461845, "iqa_v2_clive_max": 0.5873752555461845, "iqa_v2_koniq10k_mean": 0.6542882437657829, "iqa_v2_koniq10k_min": 0.6542882437657829, "iqa_v2_koniq10k_max": 0.6542882437657829, "imdecont": { "jpg": 0.2484668493270874 }, "imdecont_image_match": { "jpg": 265921 }, "imdecont_max": 0.2484668493270874, "imdecont_mean": 0.2484668493270874, "imdecont_min": 0.2484668493270874, "clip_score_clip_vitl14_224_prev_turn_only_min": 23.1875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 23.1875, "clip_score_clip_vitl14_224_prev_turn_only_max": 23.1875, "clip_score_dfn_public_prev_turn_only_min": 1.359375, "clip_score_dfn_public_prev_turn_only_mean": 1.359375, "clip_score_dfn_public_prev_turn_only_max": 1.359375, "clip_score_siglip2_b16_224_prev_turn_only_min": 0.75, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.75, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.75, "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": 16.765625, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.765625, "clip_score_clip_vitl14_224_next_turn_only_max": 16.765625, "clip_score_dfn_public_next_turn_only_min": -0.5361328125, "clip_score_dfn_public_next_turn_only_mean": -0.5361328125, "clip_score_dfn_public_next_turn_only_max": -0.5361328125, "clip_score_siglip2_b16_224_next_turn_only_min": -10.609375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.609375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.609375, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.2578125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.2578125, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.2578125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.03125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.03125, "clip_score_dfn_public_prev_and_next_turn_min": 1.33984375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.33984375, "clip_score_dfn_public_prev_and_next_turn_max": 1.33984375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.171875, "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": 547 }, "im_height_mean": 547.0, "im_height_min": 547, "im_height_max": 547, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5082 }, "im_ar_mean": 1.5082, "im_ar_min": 1.5082, "im_ar_max": 1.5082, "im_kilobytes": { "jpg": 1322.09 }, "im_kilobytes_mean": 1322.09, "im_kilobytes_min": 1322.09, "im_kilobytes_max": 1322.09, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1295.68 }, "im_clarity_mean": 1295.68, "im_clarity_min": 1295.68, "im_clarity_max": 1295.68, "im_luma": { "jpg": 136.15 }, "im_luma_mean": 136.15, "im_luma_min": 136.15, "im_luma_max": 136.15, "im_saturation": { "jpg": 67.42 }, "im_saturation_mean": 67.42, "im_saturation_min": 67.42, "im_saturation_max": 67.42, "im_entropy": { "jpg": 7.75 }, "im_entropy_mean": 7.75, "im_entropy_min": 7.75, "im_entropy_max": 7.75, "unifilter_score_qwen2_5_1_5b": -1.8125, "unifilter_score_qwen3_0_6b": 2.087890625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8809781006563975, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.018852588611890445, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.01589083207124626, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9393137097358704, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.004319752566516399, "language_detection_annotation_nllb_2_lan": "tr", "language_detection_annotation_nllb_2_score": 0.00299405911937356, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8697456121444702, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.36328789591789246, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9987039566040039, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.26782894134521484, "text_quality_dolma3_fasttext_score": 0.9746230840682983, "custom_fasttext_val_fasttext_score": 0.0007045865058898926, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0012001395225524902, "custom_fasttext_core_clean_fasttext_score": 2.8967857360839844e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.8125, "within_sample_repetition_detection": 4.0 }, "222": { "detoxify": 1, "length_chars": 111, "length_tokens": 1861, "length_tokens_text_only": 69, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7974140282833215, "iqa_live_min": 0.7974140282833215, "iqa_live_max": 0.7974140282833215, "iqa_csiq_mean": 0.925358235836029, "iqa_csiq_min": 0.925358235836029, "iqa_csiq_max": 0.925358235836029, "iqa_tid2013_mean": 0.6448939111497667, "iqa_tid2013_min": 0.6448939111497667, "iqa_tid2013_max": 0.6448939111497667, "iqa_kadid10k_mean": 0.74365234375, "iqa_kadid10k_min": 0.74365234375, "iqa_kadid10k_max": 0.74365234375, "iqa_flive_mean": 0.7151486175228852, "iqa_flive_min": 0.7151486175228852, "iqa_flive_max": 0.7151486175228852, "iqa_spaq_mean": 0.7273186577690973, "iqa_spaq_min": 0.7273186577690973, "iqa_spaq_max": 0.7273186577690973, "iqa_clive_mean": 0.668893525094697, "iqa_clive_min": 0.668893525094697, "iqa_clive_max": 0.668893525094697, "iqa_koniq10k_mean": 0.6774890013415404, "iqa_koniq10k_min": 0.6774890013415404, "iqa_koniq10k_max": 0.6774890013415404, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9144760122065185 }, { "lang": "tl", "score": 0.01698468414523455 }, { "lang": "nl", "score": 0.013297192544106622 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9166229367256165 }, { "lang": "fr", "score": 0.005906155798584223 }, { "lang": "nl", "score": 0.005468748975545168 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7974140282833215, "iqa_v2_live_min": 0.7974140282833215, "iqa_v2_live_max": 0.7974140282833215, "iqa_v2_csiq_mean": 0.925358235836029, "iqa_v2_csiq_min": 0.925358235836029, "iqa_v2_csiq_max": 0.925358235836029, "iqa_v2_tid2013_mean": 0.6450024180942111, "iqa_v2_tid2013_min": 0.6450024180942111, "iqa_v2_tid2013_max": 0.6450024180942111, "iqa_v2_kadid10k_mean": 0.74359130859375, "iqa_v2_kadid10k_min": 0.74359130859375, "iqa_v2_kadid10k_max": 0.74359130859375, "iqa_v2_flive_mean": 0.7151880745935922, "iqa_v2_flive_min": 0.7151880745935922, "iqa_v2_flive_max": 0.7151880745935922, "iqa_v2_spaq_mean": 0.7273186577690973, "iqa_v2_spaq_min": 0.7273186577690973, "iqa_v2_spaq_max": 0.7273186577690973, "iqa_v2_clive_mean": 0.668893525094697, "iqa_v2_clive_min": 0.668893525094697, "iqa_v2_clive_max": 0.668893525094697, "iqa_v2_koniq10k_mean": 0.6774890013415404, "iqa_v2_koniq10k_min": 0.6774890013415404, "iqa_v2_koniq10k_max": 0.6774890013415404, "imdecont": { "jpg": 0.2980548143386841 }, "imdecont_image_match": { "jpg": 200670 }, "imdecont_max": 0.2980548143386841, "imdecont_mean": 0.2980548143386841, "imdecont_min": 0.2980548143386841, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.921875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.921875, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.921875, "clip_score_dfn_public_prev_turn_only_min": 1.322265625, "clip_score_dfn_public_prev_turn_only_mean": 1.322265625, "clip_score_dfn_public_prev_turn_only_max": 1.322265625, "clip_score_siglip2_b16_224_prev_turn_only_min": -4.0703125, "clip_score_siglip2_b16_224_prev_turn_only_mean": -4.0703125, "clip_score_siglip2_b16_224_prev_turn_only_max": -4.0703125, "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": 13.9765625, "clip_score_clip_vitl14_224_next_turn_only_mean": 13.9765625, "clip_score_clip_vitl14_224_next_turn_only_max": 13.9765625, "clip_score_dfn_public_next_turn_only_min": -0.55322265625, "clip_score_dfn_public_next_turn_only_mean": -0.55322265625, "clip_score_dfn_public_next_turn_only_max": -0.55322265625, "clip_score_siglip2_b16_224_next_turn_only_min": -8.7265625, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.7265625, "clip_score_siglip2_b16_224_next_turn_only_max": -8.7265625, "clip_score_longclip_vitl14_224_next_turn_only_min": 12.671875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 12.671875, "clip_score_longclip_vitl14_224_next_turn_only_max": 12.671875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 18.890625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 18.890625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 18.890625, "clip_score_dfn_public_prev_and_next_turn_min": 0.6103515625, "clip_score_dfn_public_prev_and_next_turn_mean": 0.6103515625, "clip_score_dfn_public_prev_and_next_turn_max": 0.6103515625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -4.5546875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -4.5546875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -4.5546875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 19.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 19.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 19.1875, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2836.3 }, "im_clarity_mean": 2836.3, "im_clarity_min": 2836.3, "im_clarity_max": 2836.3, "im_luma": { "jpg": 126.91 }, "im_luma_mean": 126.91, "im_luma_min": 126.91, "im_luma_max": 126.91, "im_saturation": { "jpg": 108.69 }, "im_saturation_mean": 108.69, "im_saturation_min": 108.69, "im_saturation_max": 108.69, "im_entropy": { "jpg": 7.6 }, "im_entropy_mean": 7.6, "im_entropy_min": 7.6, "im_entropy_max": 7.6, "unifilter_score_qwen2_5_1_5b": -2.537109375, "unifilter_score_qwen3_0_6b": -1.2578125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9144760122065185, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.01698468414523455, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.013297192544106622, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9166229367256165, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.005906155798584223, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.005468748975545168, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.27972328662872314, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.32965752482414246, "text_quality_nvidia_domain_label": "Computers_and_Electronics", "text_quality_nvidia_domain_score": 0.5235808491706848, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.998679518699646, "text_quality_dolma3_fasttext_score": 0.999038577079773, "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": 9.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.71875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.71875, "within_sample_repetition_detection": 5.0 }, "235": { "detoxify": 1, "length_chars": 138, "length_tokens": 1865, "length_tokens_text_only": 73, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8089354929297861, "iqa_live_min": 0.8089354929297861, "iqa_live_max": 0.8089354929297861, "iqa_csiq_mean": 0.898502767086029, "iqa_csiq_min": 0.898502767086029, "iqa_csiq_max": 0.898502767086029, "iqa_tid2013_mean": 0.6304624875386555, "iqa_tid2013_min": 0.6304624875386555, "iqa_tid2013_max": 0.6304624875386555, "iqa_kadid10k_mean": 0.6573410034179688, "iqa_kadid10k_min": 0.6573410034179688, "iqa_kadid10k_max": 0.6573410034179688, "iqa_flive_mean": 0.7339301831794508, "iqa_flive_min": 0.7339301831794508, "iqa_flive_max": 0.7339301831794508, "iqa_spaq_mean": 0.6537706779711174, "iqa_spaq_min": 0.6537706779711174, "iqa_spaq_max": 0.6537706779711174, "iqa_clive_mean": 0.678363222064394, "iqa_clive_min": 0.678363222064394, "iqa_clive_max": 0.678363222064394, "iqa_koniq10k_mean": 0.694534455886995, "iqa_koniq10k_min": 0.694534455886995, "iqa_koniq10k_max": 0.694534455886995, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9862995329848744 }, { "lang": "tl", "score": 0.009523527078374474 }, { "lang": "nl", "score": 0.0010481084151048134 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9190657734870911 }, { "lang": "vi", "score": 0.00500792870298028 }, { "lang": "ru", "score": 0.004047900903970003 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8089354929297861, "iqa_v2_live_min": 0.8089354929297861, "iqa_v2_live_max": 0.8089354929297861, "iqa_v2_csiq_mean": 0.898502767086029, "iqa_v2_csiq_min": 0.898502767086029, "iqa_v2_csiq_max": 0.898502767086029, "iqa_v2_tid2013_mean": 0.6304624875386555, "iqa_v2_tid2013_min": 0.6304624875386555, "iqa_v2_tid2013_max": 0.6304624875386555, "iqa_v2_kadid10k_mean": 0.6573333740234375, "iqa_v2_kadid10k_min": 0.6573333740234375, "iqa_v2_kadid10k_max": 0.6573333740234375, "iqa_v2_flive_mean": 0.7338512690380367, "iqa_v2_flive_min": 0.7338512690380367, "iqa_v2_flive_max": 0.7338512690380367, "iqa_v2_spaq_mean": 0.6537706779711174, "iqa_v2_spaq_min": 0.6537706779711174, "iqa_v2_spaq_max": 0.6537706779711174, "iqa_v2_clive_mean": 0.678363222064394, "iqa_v2_clive_min": 0.678363222064394, "iqa_v2_clive_max": 0.678363222064394, "iqa_v2_koniq10k_mean": 0.694534455886995, "iqa_v2_koniq10k_min": 0.694534455886995, "iqa_v2_koniq10k_max": 0.694534455886995, "imdecont": { "jpg": 0.3291117548942566 }, "imdecont_image_match": { "jpg": 108409 }, "imdecont_max": 0.3291117548942566, "imdecont_mean": 0.3291117548942566, "imdecont_min": 0.3291117548942566, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.546875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.546875, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.546875, "clip_score_dfn_public_prev_turn_only_min": 3.90625, "clip_score_dfn_public_prev_turn_only_mean": 3.90625, "clip_score_dfn_public_prev_turn_only_max": 3.90625, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.71875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.71875, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.71875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.78125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.78125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.78125, "clip_score_clip_vitl14_224_next_turn_only_min": 15.6640625, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.6640625, "clip_score_clip_vitl14_224_next_turn_only_max": 15.6640625, "clip_score_dfn_public_next_turn_only_min": 0.73046875, "clip_score_dfn_public_next_turn_only_mean": 0.73046875, "clip_score_dfn_public_next_turn_only_max": 0.73046875, "clip_score_siglip2_b16_224_next_turn_only_min": -10.859375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.859375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.859375, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.0234375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.0234375, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.0234375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.046875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.046875, "clip_score_dfn_public_prev_and_next_turn_min": 3.703125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.703125, "clip_score_dfn_public_prev_and_next_turn_max": 3.703125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.953125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.953125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.59375, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3740.76 }, "im_clarity_mean": 3740.76, "im_clarity_min": 3740.76, "im_clarity_max": 3740.76, "im_luma": { "jpg": 117.69 }, "im_luma_mean": 117.69, "im_luma_min": 117.69, "im_luma_max": 117.69, "im_saturation": { "jpg": 41.38 }, "im_saturation_mean": 41.38, "im_saturation_min": 41.38, "im_saturation_max": 41.38, "im_entropy": { "jpg": 7.1 }, "im_entropy_mean": 7.1, "im_entropy_min": 7.1, "im_entropy_max": 7.1, "unifilter_score_qwen2_5_1_5b": -0.11663818359375, "unifilter_score_qwen3_0_6b": -0.79931640625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9862995329848744, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.009523527078374474, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.0010481084151048134, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9190657734870911, "language_detection_annotation_nllb_1_lan": "vi", "language_detection_annotation_nllb_1_score": 0.00500792870298028, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.004047900903970003, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8061084747314453, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.4143204987049103, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.4119917154312134, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.27290213108062744, "text_quality_dolma3_fasttext_score": 0.9430326819419861, "custom_fasttext_val_fasttext_score": 0.00020140409469604492, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0012559294700622559, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.875, "within_sample_repetition_detection": 10.0 }, "233": { "detoxify": 1, "length_chars": 106, "length_tokens": 3395, "length_tokens_text_only": 67, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7611135232328164, "iqa_live_min": 0.7611135232328164, "iqa_live_max": 0.7611135232328164, "iqa_csiq_mean": 0.906315267086029, "iqa_csiq_min": 0.906315267086029, "iqa_csiq_max": 0.906315267086029, "iqa_tid2013_mean": 0.5970423486497667, "iqa_tid2013_min": 0.5970423486497667, "iqa_tid2013_max": 0.5970423486497667, "iqa_kadid10k_mean": 0.52935791015625, "iqa_kadid10k_min": 0.52935791015625, "iqa_kadid10k_max": 0.52935791015625, "iqa_flive_mean": 0.6725941667653094, "iqa_flive_min": 0.6725941667653094, "iqa_flive_max": 0.6725941667653094, "iqa_spaq_mean": 0.5140038692589962, "iqa_spaq_min": 0.5140038692589962, "iqa_spaq_max": 0.5140038692589962, "iqa_clive_mean": 0.5300835888795179, "iqa_clive_min": 0.5300835888795179, "iqa_clive_max": 0.5300835888795179, "iqa_koniq10k_mean": 0.6284044439142401, "iqa_koniq10k_min": 0.6284044439142401, "iqa_koniq10k_max": 0.6284044439142401, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8779878216580094 }, { "lang": "tl", "score": 0.04852841682553674 }, { "lang": "la", "score": 0.010315175669306332 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8847437500953674 }, { "lang": "vi", "score": 0.006651652976870537 }, { "lang": "de", "score": 0.006376409903168678 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7609556949499882, "iqa_v2_live_min": 0.7609556949499882, "iqa_v2_live_max": 0.7609556949499882, "iqa_v2_csiq_mean": 0.906315267086029, "iqa_v2_csiq_min": 0.906315267086029, "iqa_v2_csiq_max": 0.906315267086029, "iqa_v2_tid2013_mean": 0.5970423486497667, "iqa_v2_tid2013_min": 0.5970423486497667, "iqa_v2_tid2013_max": 0.5970423486497667, "iqa_v2_kadid10k_mean": 0.52935791015625, "iqa_v2_kadid10k_min": 0.52935791015625, "iqa_v2_kadid10k_max": 0.52935791015625, "iqa_v2_flive_mean": 0.6725744382299559, "iqa_v2_flive_min": 0.6725744382299559, "iqa_v2_flive_max": 0.6725744382299559, "iqa_v2_spaq_mean": 0.5139644121882891, "iqa_v2_spaq_min": 0.5139644121882891, "iqa_v2_spaq_max": 0.5139644121882891, "iqa_v2_clive_mean": 0.530123045950225, "iqa_v2_clive_min": 0.530123045950225, "iqa_v2_clive_max": 0.530123045950225, "iqa_v2_koniq10k_mean": 0.6284044439142401, "iqa_v2_koniq10k_min": 0.6284044439142401, "iqa_v2_koniq10k_max": 0.6284044439142401, "imdecont": { "jpg": 0.26749515533447266 }, "imdecont_image_match": { "jpg": 265891 }, "imdecont_max": 0.26749515533447266, "imdecont_mean": 0.26749515533447266, "imdecont_min": 0.26749515533447266, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.78125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.78125, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.78125, "clip_score_dfn_public_prev_turn_only_min": 2.865234375, "clip_score_dfn_public_prev_turn_only_mean": 2.865234375, "clip_score_dfn_public_prev_turn_only_max": 2.865234375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.984375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.984375, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.984375, "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": 17.84375, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.84375, "clip_score_clip_vitl14_224_next_turn_only_max": 17.84375, "clip_score_dfn_public_next_turn_only_min": 0.53076171875, "clip_score_dfn_public_next_turn_only_mean": 0.53076171875, "clip_score_dfn_public_next_turn_only_max": 0.53076171875, "clip_score_siglip2_b16_224_next_turn_only_min": -9.40625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.40625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.40625, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.390625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.390625, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.390625, "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": 2.65234375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.65234375, "clip_score_dfn_public_prev_and_next_turn_max": 2.65234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.15625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.15625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.15625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.609375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.609375, "im_height": { "jpg": 624 }, "im_height_mean": 624.0, "im_height_min": 624, "im_height_max": 624, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.2821 }, "im_ar_mean": 1.2821, "im_ar_min": 1.2821, "im_ar_max": 1.2821, "im_kilobytes": { "jpg": 1462.5 }, "im_kilobytes_mean": 1462.5, "im_kilobytes_min": 1462.5, "im_kilobytes_max": 1462.5, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1414.17 }, "im_clarity_mean": 1414.17, "im_clarity_min": 1414.17, "im_clarity_max": 1414.17, "im_luma": { "jpg": 161.63 }, "im_luma_mean": 161.63, "im_luma_min": 161.63, "im_luma_max": 161.63, "im_saturation": { "jpg": 76.25 }, "im_saturation_mean": 76.25, "im_saturation_min": 76.25, "im_saturation_max": 76.25, "im_entropy": { "jpg": 7.67 }, "im_entropy_mean": 7.67, "im_entropy_min": 7.67, "im_entropy_max": 7.67, "unifilter_score_qwen2_5_1_5b": -1.1875, "unifilter_score_qwen3_0_6b": -1.439453125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8779878216580094, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.04852841682553674, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.010315175669306332, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8847437500953674, "language_detection_annotation_nllb_1_lan": "vi", "language_detection_annotation_nllb_1_score": 0.006651652976870537, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.006376409903168678, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.5398319363594055, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.2591315507888794, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.5566892623901367, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.0002116560935974121, "text_quality_dolma3_fasttext_score": 0.9433311820030212, "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": 10.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.75, "within_sample_repetition_detection": 10.0 }, "231": { "detoxify": 1, "length_chars": 89, "length_tokens": 3391, "length_tokens_text_only": 63, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8135125131318064, "iqa_live_min": 0.8135125131318064, "iqa_live_max": 0.8135125131318064, "iqa_csiq_mean": 0.983951985836029, "iqa_csiq_min": 0.983951985836029, "iqa_csiq_max": 0.983951985836029, "iqa_tid2013_mean": 0.6131013764275445, "iqa_tid2013_min": 0.6131013764275445, "iqa_tid2013_max": 0.6131013764275445, "iqa_kadid10k_mean": 0.7371826171875, "iqa_kadid10k_min": 0.7371826171875, "iqa_kadid10k_max": 0.7371826171875, "iqa_flive_mean": 0.7403222286339963, "iqa_flive_min": 0.7403222286339963, "iqa_flive_max": 0.7403222286339963, "iqa_spaq_mean": 0.6954373446377842, "iqa_spaq_min": 0.6954373446377842, "iqa_spaq_max": 0.6954373446377842, "iqa_clive_mean": 0.7102445351957072, "iqa_clive_min": 0.7102445351957072, "iqa_clive_max": 0.7102445351957072, "iqa_koniq10k_mean": 0.6869586983112375, "iqa_koniq10k_min": 0.6869586983112375, "iqa_koniq10k_max": 0.6869586983112375, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9603945158887628 }, { "lang": "tl", "score": 0.020518041090529526 }, { "lang": "nl", "score": 0.00400793490042048 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8428505063056946 }, { "lang": "te", "score": 0.00689362920820713 }, { "lang": "vi", "score": 0.006758547388017178 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8135125131318064, "iqa_v2_live_min": 0.8135125131318064, "iqa_v2_live_max": 0.8135125131318064, "iqa_v2_csiq_mean": 0.983951985836029, "iqa_v2_csiq_min": 0.983951985836029, "iqa_v2_csiq_max": 0.983951985836029, "iqa_v2_tid2013_mean": 0.6131013764275445, "iqa_v2_tid2013_min": 0.6131013764275445, "iqa_v2_tid2013_max": 0.6131013764275445, "iqa_v2_kadid10k_mean": 0.7371826171875, "iqa_v2_kadid10k_min": 0.7371826171875, "iqa_v2_kadid10k_max": 0.7371826171875, "iqa_v2_flive_mean": 0.7403222286339963, "iqa_v2_flive_min": 0.7403222286339963, "iqa_v2_flive_max": 0.7403222286339963, "iqa_v2_spaq_mean": 0.6954373446377842, "iqa_v2_spaq_min": 0.6954373446377842, "iqa_v2_spaq_max": 0.6954373446377842, "iqa_v2_clive_mean": 0.7102445351957072, "iqa_v2_clive_min": 0.7102445351957072, "iqa_v2_clive_max": 0.7102445351957072, "iqa_v2_koniq10k_mean": 0.6869586983112375, "iqa_v2_koniq10k_min": 0.6869586983112375, "iqa_v2_koniq10k_max": 0.6869586983112375, "imdecont": { "jpg": 0.30665791034698486 }, "imdecont_image_match": { "jpg": 262306 }, "imdecont_max": 0.30665791034698486, "imdecont_mean": 0.30665791034698486, "imdecont_min": 0.30665791034698486, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.59375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.59375, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.59375, "clip_score_dfn_public_prev_turn_only_min": 1.619140625, "clip_score_dfn_public_prev_turn_only_mean": 1.619140625, "clip_score_dfn_public_prev_turn_only_max": 1.619140625, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.6875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.6875, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.6875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 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": 20.296875, "clip_score_clip_vitl14_224_next_turn_only_mean": 20.296875, "clip_score_clip_vitl14_224_next_turn_only_max": 20.296875, "clip_score_dfn_public_next_turn_only_min": 2.09375, "clip_score_dfn_public_next_turn_only_mean": 2.09375, "clip_score_dfn_public_next_turn_only_max": 2.09375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.4375, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.4375, "clip_score_siglip2_b16_224_next_turn_only_max": -9.4375, "clip_score_longclip_vitl14_224_next_turn_only_min": 18.15625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 18.15625, "clip_score_longclip_vitl14_224_next_turn_only_max": 18.15625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.171875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.171875, "clip_score_dfn_public_prev_and_next_turn_min": 1.75, "clip_score_dfn_public_prev_and_next_turn_mean": 1.75, "clip_score_dfn_public_prev_and_next_turn_max": 1.75, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -2.0078125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -2.0078125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -2.0078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 18.390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 18.390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 18.390625, "im_height": { "jpg": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 324 }, "im_width_mean": 324.0, "im_width_min": 324, "im_width_max": 324, "im_ar": { "jpg": 0.81 }, "im_ar_mean": 0.81, "im_ar_min": 0.81, "im_ar_max": 0.81, "im_kilobytes": { "jpg": 379.69 }, "im_kilobytes_mean": 379.69, "im_kilobytes_min": 379.69, "im_kilobytes_max": 379.69, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1751.57 }, "im_clarity_mean": 1751.57, "im_clarity_min": 1751.57, "im_clarity_max": 1751.57, "im_luma": { "jpg": 75.52 }, "im_luma_mean": 75.52, "im_luma_min": 75.52, "im_luma_max": 75.52, "im_saturation": { "jpg": 79.83 }, "im_saturation_mean": 79.83, "im_saturation_min": 79.83, "im_saturation_max": 79.83, "im_entropy": { "jpg": 6.95 }, "im_entropy_mean": 6.95, "im_entropy_min": 6.95, "im_entropy_max": 6.95, "unifilter_score_qwen2_5_1_5b": -1.3173828125, "unifilter_score_qwen3_0_6b": -0.7177734375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9603945158887628, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.020518041090529526, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.00400793490042048, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8428505063056946, "language_detection_annotation_nllb_1_lan": "te", "language_detection_annotation_nllb_1_score": 0.00689362920820713, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.006758547388017178, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7774568200111389, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.2755645513534546, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.6261453032493591, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.3941050171852112, "text_quality_dolma3_fasttext_score": 0.9999626874923706, "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": 9.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.8125, "within_sample_repetition_detection": 10.0 }, "228": { "detoxify": 0, "length_chars": 182, "length_tokens": 1878, "length_tokens_text_only": 87, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7964670585863518, "iqa_live_min": 0.7964670585863518, "iqa_live_max": 0.7964670585863518, "iqa_csiq_mean": 0.972721517086029, "iqa_csiq_min": 0.972721517086029, "iqa_csiq_max": 0.972721517086029, "iqa_tid2013_mean": 0.5782706472608777, "iqa_tid2013_min": 0.5782706472608777, "iqa_tid2013_max": 0.5782706472608777, "iqa_kadid10k_mean": 0.74749755859375, "iqa_kadid10k_min": 0.74749755859375, "iqa_kadid10k_max": 0.74749755859375, "iqa_flive_mean": 0.6806631377249054, "iqa_flive_min": 0.6806631377249054, "iqa_flive_max": 0.6806631377249054, "iqa_spaq_mean": 0.5804594405973801, "iqa_spaq_min": 0.5804594405973801, "iqa_spaq_max": 0.5804594405973801, "iqa_clive_mean": 0.5951877555461845, "iqa_clive_min": 0.5951877555461845, "iqa_clive_max": 0.5951877555461845, "iqa_koniq10k_mean": 0.6853804154829546, "iqa_koniq10k_min": 0.6853804154829546, "iqa_koniq10k_max": 0.6853804154829546, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "da", "score": 2.718566667471982e-21 }, { "lang": "de", "score": 1.245209367300348e-22 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.803364098072052 }, { "lang": "fr", "score": 0.015293076634407043 }, { "lang": "pt", "score": 0.013632345013320446 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7964670585863518, "iqa_v2_live_min": 0.7964670585863518, "iqa_v2_live_max": 0.7964670585863518, "iqa_v2_csiq_mean": 0.972721517086029, "iqa_v2_csiq_min": 0.972721517086029, "iqa_v2_csiq_max": 0.972721517086029, "iqa_v2_tid2013_mean": 0.5782706472608777, "iqa_v2_tid2013_min": 0.5782706472608777, "iqa_v2_tid2013_max": 0.5782706472608777, "iqa_v2_kadid10k_mean": 0.74749755859375, "iqa_v2_kadid10k_min": 0.74749755859375, "iqa_v2_kadid10k_max": 0.74749755859375, "iqa_v2_flive_mean": 0.6806828662602589, "iqa_v2_flive_min": 0.6806828662602589, "iqa_v2_flive_max": 0.6806828662602589, "iqa_v2_spaq_mean": 0.5804594405973801, "iqa_v2_spaq_min": 0.5804594405973801, "iqa_v2_spaq_max": 0.5804594405973801, "iqa_v2_clive_mean": 0.5952666696875987, "iqa_v2_clive_min": 0.5952666696875987, "iqa_v2_clive_max": 0.5952666696875987, "iqa_v2_koniq10k_mean": 0.6853804154829546, "iqa_v2_koniq10k_min": 0.6853804154829546, "iqa_v2_koniq10k_max": 0.6853804154829546, "imdecont": { "jpg": 0.25100505352020264 }, "imdecont_image_match": { "jpg": 265997 }, "imdecont_max": 0.25100505352020264, "imdecont_mean": 0.25100505352020264, "imdecont_min": 0.25100505352020264, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.578125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.578125, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.578125, "clip_score_dfn_public_prev_turn_only_min": 3.982421875, "clip_score_dfn_public_prev_turn_only_mean": 3.982421875, "clip_score_dfn_public_prev_turn_only_max": 3.982421875, "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": 26.484375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.484375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.484375, "clip_score_clip_vitl14_224_next_turn_only_min": 12.6796875, "clip_score_clip_vitl14_224_next_turn_only_mean": 12.6796875, "clip_score_clip_vitl14_224_next_turn_only_max": 12.6796875, "clip_score_dfn_public_next_turn_only_min": -0.01187896728515625, "clip_score_dfn_public_next_turn_only_mean": -0.01187896728515625, "clip_score_dfn_public_next_turn_only_max": -0.01187896728515625, "clip_score_siglip2_b16_224_next_turn_only_min": -10.328125, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.328125, "clip_score_siglip2_b16_224_next_turn_only_max": -10.328125, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.4921875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.4921875, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.4921875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.375, "clip_score_dfn_public_prev_and_next_turn_min": 3.845703125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.845703125, "clip_score_dfn_public_prev_and_next_turn_max": 3.845703125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 8.6875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 8.6875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 8.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 25.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 25.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 25.859375, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 533 }, "im_width_mean": 533.0, "im_width_min": 533, "im_width_max": 533, "im_ar": { "jpg": 0.6663 }, "im_ar_mean": 0.6663, "im_ar_min": 0.6663, "im_ar_max": 0.6663, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1918.86 }, "im_clarity_mean": 1918.86, "im_clarity_min": 1918.86, "im_clarity_max": 1918.86, "im_luma": { "jpg": 83.93 }, "im_luma_mean": 83.93, "im_luma_min": 83.93, "im_luma_max": 83.93, "im_saturation": { "jpg": 54.06 }, "im_saturation_mean": 54.06, "im_saturation_min": 54.06, "im_saturation_max": 54.06, "im_entropy": { "jpg": 7.25 }, "im_entropy_mean": 7.25, "im_entropy_min": 7.25, "im_entropy_max": 7.25, "unifilter_score_qwen2_5_1_5b": -1.8896484375, "unifilter_score_qwen3_0_6b": 0.728515625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "da", "language_detection_annotation_lingua_1_score": 2.718566667471982e-21, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 1.245209367300348e-22, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.803364098072052, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.015293076634407043, "language_detection_annotation_nllb_2_lan": "pt", "language_detection_annotation_nllb_2_score": 0.013632345013320446, "text_quality_weborganizer_topic_label": "Social Life", "text_quality_weborganizer_topic_score": 0.49080583453178406, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.49936726689338684, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.5132859349250793, "text_quality_nvidia_edu_nemotron4_score": 0.382568359375, "text_quality_nvidia_edu_mixtral_score": 0.153564453125, "text_quality_dclmbaseline_fasttext_score": 0.9165303111076355, "text_quality_dolma3_fasttext_score": 0.006900608539581299, "custom_fasttext_val_fasttext_score": 0.0001227855682373047, "custom_fasttext_core_fasttext_score": 3.159046173095703e-05, "custom_fasttext_val_clean_fasttext_score": 0.0005077719688415527, "custom_fasttext_core_clean_fasttext_score": 0.0002906322479248047, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 8.0 }, "206": { "detoxify": 0, "length_chars": 124, "length_tokens": 1864, "length_tokens_text_only": 73, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7780011494954426, "iqa_live_min": 0.7780011494954426, "iqa_live_max": 0.7780011494954426, "iqa_csiq_mean": 0.894840657711029, "iqa_csiq_min": 0.894840657711029, "iqa_csiq_max": 0.894840657711029, "iqa_tid2013_mean": 0.4988096555074056, "iqa_tid2013_min": 0.4988096555074056, "iqa_tid2013_max": 0.4988096555074056, "iqa_kadid10k_mean": 0.589202880859375, "iqa_kadid10k_min": 0.589202880859375, "iqa_kadid10k_max": 0.589202880859375, "iqa_flive_mean": 0.6996419887350064, "iqa_flive_min": 0.6996419887350064, "iqa_flive_max": 0.6996419887350064, "iqa_spaq_mean": 0.6514821678701074, "iqa_spaq_min": 0.6514821678701074, "iqa_spaq_max": 0.6514821678701074, "iqa_clive_mean": 0.6343291696875987, "iqa_clive_min": 0.6343291696875987, "iqa_clive_max": 0.6343291696875987, "iqa_koniq10k_mean": 0.6888526377051768, "iqa_koniq10k_min": 0.6888526377051768, "iqa_koniq10k_max": 0.6888526377051768, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9633484552770347 }, { "lang": "tl", "score": 0.011443830501364717 }, { "lang": "la", "score": 0.0027165165069329917 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8528912663459778 }, { "lang": "fr", "score": 0.014533729292452335 }, { "lang": "id", "score": 0.009961777366697788 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7780011494954426, "iqa_v2_live_min": 0.7780011494954426, "iqa_v2_live_max": 0.7780011494954426, "iqa_v2_csiq_mean": 0.894840657711029, "iqa_v2_csiq_min": 0.894840657711029, "iqa_v2_csiq_max": 0.894840657711029, "iqa_v2_tid2013_mean": 0.49879609213935, "iqa_v2_tid2013_min": 0.49879609213935, "iqa_v2_tid2013_max": 0.49879609213935, "iqa_v2_kadid10k_mean": 0.5892333984375, "iqa_v2_kadid10k_min": 0.5892333984375, "iqa_v2_kadid10k_max": 0.5892333984375, "iqa_v2_flive_mean": 0.6996814458057135, "iqa_v2_flive_min": 0.6996814458057135, "iqa_v2_flive_max": 0.6996814458057135, "iqa_v2_spaq_mean": 0.6514821678701074, "iqa_v2_spaq_min": 0.6514821678701074, "iqa_v2_spaq_max": 0.6514821678701074, "iqa_v2_clive_mean": 0.6343291696875987, "iqa_v2_clive_min": 0.6343291696875987, "iqa_v2_clive_max": 0.6343291696875987, "iqa_v2_koniq10k_mean": 0.6888526377051768, "iqa_v2_koniq10k_min": 0.6888526377051768, "iqa_v2_koniq10k_max": 0.6888526377051768, "imdecont": { "jpg": 0.29463207721710205 }, "imdecont_image_match": { "jpg": 265873 }, "imdecont_max": 0.29463207721710205, "imdecont_mean": 0.29463207721710205, "imdecont_min": 0.29463207721710205, "clip_score_clip_vitl14_224_prev_turn_only_min": 30.125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 30.125, "clip_score_clip_vitl14_224_prev_turn_only_max": 30.125, "clip_score_dfn_public_prev_turn_only_min": 1.2763671875, "clip_score_dfn_public_prev_turn_only_mean": 1.2763671875, "clip_score_dfn_public_prev_turn_only_max": 1.2763671875, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.484375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.484375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.484375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 30.59375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 30.59375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 30.59375, "clip_score_clip_vitl14_224_next_turn_only_min": 16.328125, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.328125, "clip_score_clip_vitl14_224_next_turn_only_max": 16.328125, "clip_score_dfn_public_next_turn_only_min": 0.08294677734375, "clip_score_dfn_public_next_turn_only_mean": 0.08294677734375, "clip_score_dfn_public_next_turn_only_max": 0.08294677734375, "clip_score_siglip2_b16_224_next_turn_only_min": -10.609375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.609375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.609375, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.328125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.328125, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.328125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 30.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 30.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 30.953125, "clip_score_dfn_public_prev_and_next_turn_min": 1.04296875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.04296875, "clip_score_dfn_public_prev_and_next_turn_max": 1.04296875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 30.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 30.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 30.46875, "im_height": { "jpg": 533 }, "im_height_mean": 533.0, "im_height_min": 533, "im_height_max": 533, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.5009 }, "im_ar_mean": 1.5009, "im_ar_min": 1.5009, "im_ar_max": 1.5009, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1964.22 }, "im_clarity_mean": 1964.22, "im_clarity_min": 1964.22, "im_clarity_max": 1964.22, "im_luma": { "jpg": 110.55 }, "im_luma_mean": 110.55, "im_luma_min": 110.55, "im_luma_max": 110.55, "im_saturation": { "jpg": 35.82 }, "im_saturation_mean": 35.82, "im_saturation_min": 35.82, "im_saturation_max": 35.82, "im_entropy": { "jpg": 7.66 }, "im_entropy_mean": 7.66, "im_entropy_min": 7.66, "im_entropy_max": 7.66, "unifilter_score_qwen2_5_1_5b": -2.095703125, "unifilter_score_qwen3_0_6b": 0.1400146484375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9633484552770347, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.011443830501364717, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.0027165165069329917, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8528912663459778, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.014533729292452335, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.009961777366697788, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7649931311607361, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.46216362714767456, "text_quality_nvidia_domain_label": "Adult", "text_quality_nvidia_domain_score": 0.9737194776535034, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9774487614631653, "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": 0.00010156631469726562, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 9.0 }, "237": { "detoxify": 0, "length_chars": 228, "length_tokens": 3427, "length_tokens_text_only": 99, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7705832202025134, "iqa_live_min": 0.7705832202025134, "iqa_live_max": 0.7705832202025134, "iqa_csiq_mean": 0.857243001461029, "iqa_csiq_min": 0.857243001461029, "iqa_csiq_max": 0.857243001461029, "iqa_tid2013_mean": 0.5121627913581001, "iqa_tid2013_min": 0.5121627913581001, "iqa_tid2013_max": 0.5121627913581001, "iqa_kadid10k_mean": 0.56658935546875, "iqa_kadid10k_min": 0.56658935546875, "iqa_kadid10k_max": 0.56658935546875, "iqa_flive_mean": 0.7048503220683398, "iqa_flive_min": 0.7048503220683398, "iqa_flive_max": 0.7048503220683398, "iqa_spaq_mean": 0.6001879759509154, "iqa_spaq_min": 0.6001879759509154, "iqa_spaq_max": 0.6001879759509154, "iqa_clive_mean": 0.5746700787785077, "iqa_clive_min": 0.5746700787785077, "iqa_clive_max": 0.5746700787785077, "iqa_koniq10k_mean": 0.6787516276041667, "iqa_koniq10k_min": 0.6787516276041667, "iqa_koniq10k_max": 0.6787516276041667, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "tl", "score": 3.908349822501677e-22 }, { "lang": "eo", "score": 7.736352099849512e-24 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9075428247451782 }, { "lang": "de", "score": 0.0069939326494932175 }, { "lang": "fr", "score": 0.005592972040176392 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7705832202025134, "iqa_v2_live_min": 0.7705832202025134, "iqa_v2_live_max": 0.7705832202025134, "iqa_v2_csiq_mean": 0.857243001461029, "iqa_v2_csiq_min": 0.857243001461029, "iqa_v2_csiq_max": 0.857243001461029, "iqa_v2_tid2013_mean": 0.5121627913581001, "iqa_v2_tid2013_min": 0.5121627913581001, "iqa_v2_tid2013_max": 0.5121627913581001, "iqa_v2_kadid10k_mean": 0.56658935546875, "iqa_v2_kadid10k_min": 0.56658935546875, "iqa_v2_kadid10k_max": 0.56658935546875, "iqa_v2_flive_mean": 0.7048503220683398, "iqa_v2_flive_min": 0.7048503220683398, "iqa_v2_flive_max": 0.7048503220683398, "iqa_v2_spaq_mean": 0.6001879759509154, "iqa_v2_spaq_min": 0.6001879759509154, "iqa_v2_spaq_max": 0.6001879759509154, "iqa_v2_clive_mean": 0.5746700787785077, "iqa_v2_clive_min": 0.5746700787785077, "iqa_v2_clive_max": 0.5746700787785077, "iqa_v2_koniq10k_mean": 0.6787516276041667, "iqa_v2_koniq10k_min": 0.6787516276041667, "iqa_v2_koniq10k_max": 0.6787516276041667, "imdecont": { "jpg": 0.258417546749115 }, "imdecont_image_match": { "jpg": 108559 }, "imdecont_max": 0.258417546749115, "imdecont_mean": 0.258417546749115, "imdecont_min": 0.258417546749115, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.203125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.203125, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.203125, "clip_score_dfn_public_prev_turn_only_min": 2.669921875, "clip_score_dfn_public_prev_turn_only_mean": 2.669921875, "clip_score_dfn_public_prev_turn_only_max": 2.669921875, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.421875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.421875, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.421875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 19.296875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 19.296875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 19.296875, "clip_score_clip_vitl14_224_next_turn_only_min": 15.75, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.75, "clip_score_clip_vitl14_224_next_turn_only_max": 15.75, "clip_score_dfn_public_next_turn_only_min": 1.38671875, "clip_score_dfn_public_next_turn_only_mean": 1.38671875, "clip_score_dfn_public_next_turn_only_max": 1.38671875, "clip_score_siglip2_b16_224_next_turn_only_min": -10.1875, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.1875, "clip_score_siglip2_b16_224_next_turn_only_max": -10.1875, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.15625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.15625, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.15625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.859375, "clip_score_dfn_public_prev_and_next_turn_min": 2.7890625, "clip_score_dfn_public_prev_and_next_turn_mean": 2.7890625, "clip_score_dfn_public_prev_and_next_turn_max": 2.7890625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.140625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.140625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.140625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 18.890625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 18.890625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 18.890625, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 640 }, "im_width_mean": 640.0, "im_width_min": 640, "im_width_max": 640, "im_ar": { "jpg": 0.8 }, "im_ar_mean": 0.8, "im_ar_min": 0.8, "im_ar_max": 0.8, "im_kilobytes": { "jpg": 1500.0 }, "im_kilobytes_mean": 1500.0, "im_kilobytes_min": 1500.0, "im_kilobytes_max": 1500.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2762.21 }, "im_clarity_mean": 2762.21, "im_clarity_min": 2762.21, "im_clarity_max": 2762.21, "im_luma": { "jpg": 125.65 }, "im_luma_mean": 125.65, "im_luma_min": 125.65, "im_luma_max": 125.65, "im_saturation": { "jpg": 68.98 }, "im_saturation_mean": 68.98, "im_saturation_min": 68.98, "im_saturation_max": 68.98, "im_entropy": { "jpg": 7.23 }, "im_entropy_mean": 7.23, "im_entropy_min": 7.23, "im_entropy_max": 7.23, "unifilter_score_qwen2_5_1_5b": 1.2255859375, "unifilter_score_qwen3_0_6b": 1.1376953125, "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": 3.908349822501677e-22, "language_detection_annotation_lingua_2_lan": "eo", "language_detection_annotation_lingua_2_score": 7.736352099849512e-24, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9075428247451782, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.0069939326494932175, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.005592972040176392, "text_quality_weborganizer_topic_label": "Social Life", "text_quality_weborganizer_topic_score": 0.6289420127868652, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.3468802273273468, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.995412290096283, "text_quality_nvidia_edu_nemotron4_score": 0.1651611328125, "text_quality_nvidia_edu_mixtral_score": 0.09210205078125, "text_quality_dclmbaseline_fasttext_score": 0.9479722380638123, "text_quality_dolma3_fasttext_score": 0.966810405254364, "custom_fasttext_val_fasttext_score": 0.004105031490325928, "custom_fasttext_core_fasttext_score": 0.0019209980964660645, "custom_fasttext_val_clean_fasttext_score": 0.009647130966186523, "custom_fasttext_core_clean_fasttext_score": 0.003389894962310791, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 5.96875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 3.34375, "within_sample_repetition_detection": 8.0 }, "241": { "detoxify": 0, "length_chars": 177, "length_tokens": 1877, "length_tokens_text_only": 86, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7353875131318064, "iqa_live_min": 0.7353875131318064, "iqa_live_max": 0.7353875131318064, "iqa_csiq_mean": 0.910221517086029, "iqa_csiq_min": 0.910221517086029, "iqa_csiq_max": 0.910221517086029, "iqa_tid2013_mean": 0.5734420882331001, "iqa_tid2013_min": 0.5734420882331001, "iqa_tid2013_max": 0.5734420882331001, "iqa_kadid10k_mean": 0.6947021484375, "iqa_kadid10k_min": 0.6947021484375, "iqa_kadid10k_max": 0.6947021484375, "iqa_flive_mean": 0.7008651579269256, "iqa_flive_min": 0.7008651579269256, "iqa_flive_max": 0.7008651579269256, "iqa_spaq_mean": 0.6173123446377842, "iqa_spaq_min": 0.6173123446377842, "iqa_spaq_max": 0.6173123446377842, "iqa_clive_mean": 0.5913209626168916, "iqa_clive_min": 0.5913209626168916, "iqa_clive_max": 0.5913209626168916, "iqa_koniq10k_mean": 0.645449859927399, "iqa_koniq10k_min": 0.645449859927399, "iqa_koniq10k_max": 0.645449859927399, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "da", "score": 3.844736117271203e-24 }, { "lang": "fr", "score": 3.758466786689797e-24 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9546422362327576 }, { "lang": "nl", "score": 0.0025560061912983656 }, { "lang": "es", "score": 0.0021502915769815445 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7353875131318064, "iqa_v2_live_min": 0.7353875131318064, "iqa_v2_live_max": 0.7353875131318064, "iqa_v2_csiq_mean": 0.910221517086029, "iqa_v2_csiq_min": 0.910221517086029, "iqa_v2_csiq_max": 0.910221517086029, "iqa_v2_tid2013_mean": 0.5734420882331001, "iqa_v2_tid2013_min": 0.5734420882331001, "iqa_v2_tid2013_max": 0.5734420882331001, "iqa_v2_kadid10k_mean": 0.69476318359375, "iqa_v2_kadid10k_min": 0.69476318359375, "iqa_v2_kadid10k_max": 0.69476318359375, "iqa_v2_flive_mean": 0.7009046149976327, "iqa_v2_flive_min": 0.7009046149976327, "iqa_v2_flive_max": 0.7009046149976327, "iqa_v2_spaq_mean": 0.6173123446377842, "iqa_v2_spaq_min": 0.6173123446377842, "iqa_v2_spaq_max": 0.6173123446377842, "iqa_v2_clive_mean": 0.5913209626168916, "iqa_v2_clive_min": 0.5913209626168916, "iqa_v2_clive_max": 0.5913209626168916, "iqa_v2_koniq10k_mean": 0.645449859927399, "iqa_v2_koniq10k_min": 0.645449859927399, "iqa_v2_koniq10k_max": 0.645449859927399, "imdecont": { "jpg": 0.41362452507019043 }, "imdecont_image_match": { "jpg": 265980 }, "imdecont_max": 0.41362452507019043, "imdecont_mean": 0.41362452507019043, "imdecont_min": 0.41362452507019043, "clip_score_clip_vitl14_224_prev_turn_only_min": 32.28125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 32.28125, "clip_score_clip_vitl14_224_prev_turn_only_max": 32.28125, "clip_score_dfn_public_prev_turn_only_min": 2.580078125, "clip_score_dfn_public_prev_turn_only_mean": 2.580078125, "clip_score_dfn_public_prev_turn_only_max": 2.580078125, "clip_score_siglip2_b16_224_prev_turn_only_min": 6.265625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 6.265625, "clip_score_siglip2_b16_224_prev_turn_only_max": 6.265625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 29.984375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 29.984375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 29.984375, "clip_score_clip_vitl14_224_next_turn_only_min": 17.1875, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.1875, "clip_score_clip_vitl14_224_next_turn_only_max": 17.1875, "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": -9.21875, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.21875, "clip_score_siglip2_b16_224_next_turn_only_max": -9.21875, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.828125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.828125, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.828125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 33.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 33.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 33.3125, "clip_score_dfn_public_prev_and_next_turn_min": 2.83203125, "clip_score_dfn_public_prev_and_next_turn_mean": 2.83203125, "clip_score_dfn_public_prev_and_next_turn_max": 2.83203125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 5.765625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 5.765625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 5.765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 29.765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 29.765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 29.765625, "im_height": { "jpg": 532 }, "im_height_mean": 532.0, "im_height_min": 532, "im_height_max": 532, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.5038 }, "im_ar_mean": 1.5038, "im_ar_min": 1.5038, "im_ar_max": 1.5038, "im_kilobytes": { "jpg": 1246.88 }, "im_kilobytes_mean": 1246.88, "im_kilobytes_min": 1246.88, "im_kilobytes_max": 1246.88, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2379.88 }, "im_clarity_mean": 2379.88, "im_clarity_min": 2379.88, "im_clarity_max": 2379.88, "im_luma": { "jpg": 81.76 }, "im_luma_mean": 81.76, "im_luma_min": 81.76, "im_luma_max": 81.76, "im_saturation": { "jpg": 119.47 }, "im_saturation_mean": 119.47, "im_saturation_min": 119.47, "im_saturation_max": 119.47, "im_entropy": { "jpg": 7.08 }, "im_entropy_mean": 7.08, "im_entropy_min": 7.08, "im_entropy_max": 7.08, "unifilter_score_qwen2_5_1_5b": -2.064453125, "unifilter_score_qwen3_0_6b": -0.62744140625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "da", "language_detection_annotation_lingua_1_score": 3.844736117271203e-24, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 3.758466786689797e-24, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9546422362327576, "language_detection_annotation_nllb_1_lan": "nl", "language_detection_annotation_nllb_1_score": 0.0025560061912983656, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.0021502915769815445, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.38877883553504944, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.4574783146381378, "text_quality_nvidia_domain_label": "Adult", "text_quality_nvidia_domain_score": 0.9999797344207764, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.39364588260650635, "text_quality_dolma3_fasttext_score": 0.05981111526489258, "custom_fasttext_val_fasttext_score": 0.00011897087097167969, "custom_fasttext_core_fasttext_score": 2.6226043701171875e-06, "custom_fasttext_val_clean_fasttext_score": 0.003167867660522461, "custom_fasttext_core_clean_fasttext_score": 0.0076721906661987305, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 4.0 }, "210": { "detoxify": 1, "length_chars": 108, "length_tokens": 1348, "length_tokens_text_only": 69, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6140964777782709, "iqa_live_min": 0.6140964777782709, "iqa_live_max": 0.6140964777782709, "iqa_csiq_mean": 0.748112142086029, "iqa_csiq_min": 0.748112142086029, "iqa_csiq_max": 0.748112142086029, "iqa_tid2013_mean": 0.41654104656643337, "iqa_tid2013_min": 0.41654104656643337, "iqa_tid2013_max": 0.41654104656643337, "iqa_kadid10k_mean": 0.2738037109375, "iqa_kadid10k_min": 0.2738037109375, "iqa_kadid10k_max": 0.2738037109375, "iqa_flive_mean": 0.669299501361269, "iqa_flive_min": 0.669299501361269, "iqa_flive_max": 0.669299501361269, "iqa_spaq_mean": 0.491488678286774, "iqa_spaq_min": 0.491488678286774, "iqa_spaq_max": 0.491488678286774, "iqa_clive_mean": 0.5048310636269926, "iqa_clive_min": 0.5048310636269926, "iqa_clive_max": 0.5048310636269926, "iqa_koniq10k_mean": 0.6427667791193182, "iqa_koniq10k_min": 0.6427667791193182, "iqa_koniq10k_max": 0.6427667791193182, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.935745006653248 }, { "lang": "tl", "score": 0.012236797224634376 }, { "lang": "da", "score": 0.010843839346777863 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8700252175331116 }, { "lang": "hi", "score": 0.006459875497967005 }, { "lang": "id", "score": 0.006224472541362047 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6140964777782709, "iqa_v2_live_min": 0.6140964777782709, "iqa_v2_live_max": 0.6140964777782709, "iqa_v2_csiq_mean": 0.748112142086029, "iqa_v2_csiq_min": 0.748112142086029, "iqa_v2_csiq_max": 0.748112142086029, "iqa_v2_tid2013_mean": 0.41654104656643337, "iqa_v2_tid2013_min": 0.41654104656643337, "iqa_v2_tid2013_max": 0.41654104656643337, "iqa_v2_kadid10k_mean": 0.2738037109375, "iqa_v2_kadid10k_min": 0.2738037109375, "iqa_v2_kadid10k_max": 0.2738037109375, "iqa_v2_flive_mean": 0.669299501361269, "iqa_v2_flive_min": 0.669299501361269, "iqa_v2_flive_max": 0.669299501361269, "iqa_v2_spaq_mean": 0.491488678286774, "iqa_v2_spaq_min": 0.491488678286774, "iqa_v2_spaq_max": 0.491488678286774, "iqa_v2_clive_mean": 0.5048310636269926, "iqa_v2_clive_min": 0.5048310636269926, "iqa_v2_clive_max": 0.5048310636269926, "iqa_v2_koniq10k_mean": 0.6427667791193182, "iqa_v2_koniq10k_min": 0.6427667791193182, "iqa_v2_koniq10k_max": 0.6427667791193182, "imdecont": { "jpg": 0.2844617962837219 }, "imdecont_image_match": { "jpg": 265645 }, "imdecont_max": 0.2844617962837219, "imdecont_mean": 0.2844617962837219, "imdecont_min": 0.2844617962837219, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.21875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.21875, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.21875, "clip_score_dfn_public_prev_turn_only_min": 1.669921875, "clip_score_dfn_public_prev_turn_only_mean": 1.669921875, "clip_score_dfn_public_prev_turn_only_max": 1.669921875, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.78125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.78125, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.78125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.390625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.390625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.390625, "clip_score_clip_vitl14_224_next_turn_only_min": 13.6484375, "clip_score_clip_vitl14_224_next_turn_only_mean": 13.6484375, "clip_score_clip_vitl14_224_next_turn_only_max": 13.6484375, "clip_score_dfn_public_next_turn_only_min": 0.272216796875, "clip_score_dfn_public_next_turn_only_mean": 0.272216796875, "clip_score_dfn_public_next_turn_only_max": 0.272216796875, "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": 12.9375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 12.9375, "clip_score_longclip_vitl14_224_next_turn_only_max": 12.9375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 29.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 29.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 29.265625, "clip_score_dfn_public_prev_and_next_turn_min": 1.734375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.734375, "clip_score_dfn_public_prev_and_next_turn_max": 1.734375, "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": 24.890625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.890625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.890625, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.0 }, "im_ar_mean": 1.0, "im_ar_min": 1.0, "im_ar_max": 1.0, "im_kilobytes": { "jpg": 1875.0 }, "im_kilobytes_mean": 1875.0, "im_kilobytes_min": 1875.0, "im_kilobytes_max": 1875.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 904.59 }, "im_clarity_mean": 904.59, "im_clarity_min": 904.59, "im_clarity_max": 904.59, "im_luma": { "jpg": 101.83 }, "im_luma_mean": 101.83, "im_luma_min": 101.83, "im_luma_max": 101.83, "im_saturation": { "jpg": 22.28 }, "im_saturation_mean": 22.28, "im_saturation_min": 22.28, "im_saturation_max": 22.28, "im_entropy": { "jpg": 6.74 }, "im_entropy_mean": 6.74, "im_entropy_min": 6.74, "im_entropy_max": 6.74, "unifilter_score_qwen2_5_1_5b": 0.259033203125, "unifilter_score_qwen3_0_6b": 0.1339111328125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.935745006653248, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.012236797224634376, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 0.010843839346777863, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8700252175331116, "language_detection_annotation_nllb_1_lan": "hi", "language_detection_annotation_nllb_1_score": 0.006459875497967005, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.006224472541362047, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8268905878067017, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.35183048248291016, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.991570234298706, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.09189563989639282, "text_quality_dolma3_fasttext_score": 0.054412126541137695, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 6.67572021484375e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 10.0 }, "247": { "detoxify": 1, "length_chars": 133, "length_tokens": 1870, "length_tokens_text_only": 78, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6569468565661498, "iqa_live_min": 0.6569468565661498, "iqa_live_max": 0.6569468565661498, "iqa_csiq_mean": 0.834537923336029, "iqa_csiq_min": 0.834537923336029, "iqa_csiq_max": 0.834537923336029, "iqa_tid2013_mean": 0.4981721772087945, "iqa_tid2013_min": 0.4981721772087945, "iqa_tid2013_max": 0.4981721772087945, "iqa_kadid10k_mean": 0.54986572265625, "iqa_kadid10k_min": 0.54986572265625, "iqa_kadid10k_max": 0.54986572265625, "iqa_flive_mean": 0.6789467551491478, "iqa_flive_min": 0.6789467551491478, "iqa_flive_max": 0.6789467551491478, "iqa_spaq_mean": 0.570910829486269, "iqa_spaq_min": 0.570910829486269, "iqa_spaq_max": 0.570910829486269, "iqa_clive_mean": 0.5115190371118411, "iqa_clive_min": 0.5115190371118411, "iqa_clive_max": 0.5115190371118411, "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": "en", "score": 0.8838541402131544 }, { "lang": "da", "score": 0.012837775193799972 }, { "lang": "nn", "score": 0.012352253311463432 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9671407341957092 }, { "lang": "fr", "score": 0.0031942566856741905 }, { "lang": "nl", "score": 0.002302740002050996 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6569468565661498, "iqa_v2_live_min": 0.6569468565661498, "iqa_v2_live_max": 0.6569468565661498, "iqa_v2_csiq_mean": 0.834537923336029, "iqa_v2_csiq_min": 0.834537923336029, "iqa_v2_csiq_max": 0.834537923336029, "iqa_v2_tid2013_mean": 0.49814505047268337, "iqa_v2_tid2013_min": 0.49814505047268337, "iqa_v2_tid2013_max": 0.49814505047268337, "iqa_v2_kadid10k_mean": 0.54986572265625, "iqa_v2_kadid10k_min": 0.54986572265625, "iqa_v2_kadid10k_max": 0.54986572265625, "iqa_v2_flive_mean": 0.6789664836845013, "iqa_v2_flive_min": 0.6789664836845013, "iqa_v2_flive_max": 0.6789664836845013, "iqa_v2_spaq_mean": 0.570871372415562, "iqa_v2_spaq_min": 0.570871372415562, "iqa_v2_spaq_max": 0.570871372415562, "iqa_v2_clive_mean": 0.5115190371118411, "iqa_v2_clive_min": 0.5115190371118411, "iqa_v2_clive_max": 0.5115190371118411, "iqa_v2_koniq10k_mean": 0.5969966156314118, "iqa_v2_koniq10k_min": 0.5969966156314118, "iqa_v2_koniq10k_max": 0.5969966156314118, "imdecont": { "jpg": 0.2726973295211792 }, "imdecont_image_match": { "jpg": 266062 }, "imdecont_max": 0.2726973295211792, "imdecont_mean": 0.2726973295211792, "imdecont_min": 0.2726973295211792, "clip_score_clip_vitl14_224_prev_turn_only_min": 20.828125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 20.828125, "clip_score_clip_vitl14_224_prev_turn_only_max": 20.828125, "clip_score_dfn_public_prev_turn_only_min": 2.47265625, "clip_score_dfn_public_prev_turn_only_mean": 2.47265625, "clip_score_dfn_public_prev_turn_only_max": 2.47265625, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.046875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.046875, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.046875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 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": 17.015625, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.015625, "clip_score_clip_vitl14_224_next_turn_only_max": 17.015625, "clip_score_dfn_public_next_turn_only_min": -0.1591796875, "clip_score_dfn_public_next_turn_only_mean": -0.1591796875, "clip_score_dfn_public_next_turn_only_max": -0.1591796875, "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": 16.34375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.34375, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 17.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 17.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 17.765625, "clip_score_dfn_public_prev_and_next_turn_min": 1.365234375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.365234375, "clip_score_dfn_public_prev_and_next_turn_max": 1.365234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.484375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.484375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 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": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3837.3 }, "im_clarity_mean": 3837.3, "im_clarity_min": 3837.3, "im_clarity_max": 3837.3, "im_luma": { "jpg": 95.99 }, "im_luma_mean": 95.99, "im_luma_min": 95.99, "im_luma_max": 95.99, "im_saturation": { "jpg": 57.93 }, "im_saturation_mean": 57.93, "im_saturation_min": 57.93, "im_saturation_max": 57.93, "im_entropy": { "jpg": 5.03 }, "im_entropy_mean": 5.03, "im_entropy_min": 5.03, "im_entropy_max": 5.03, "unifilter_score_qwen2_5_1_5b": 0.62841796875, "unifilter_score_qwen3_0_6b": -1.0859375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8838541402131544, "language_detection_annotation_lingua_1_lan": "da", "language_detection_annotation_lingua_1_score": 0.012837775193799972, "language_detection_annotation_lingua_2_lan": "nn", "language_detection_annotation_lingua_2_score": 0.012352253311463432, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9671407341957092, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.0031942566856741905, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.002302740002050996, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.804262638092041, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.40303879976272583, "text_quality_nvidia_domain_label": "Computers_and_Electronics", "text_quality_nvidia_domain_score": 0.7879698276519775, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9999222755432129, "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": 6.520748138427734e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.71875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.59375, "within_sample_repetition_detection": 7.0 }, "240": { "detoxify": 0, "length_chars": 102, "length_tokens": 1860, "length_tokens_text_only": 69, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.830084482828776, "iqa_live_min": 0.830084482828776, "iqa_live_max": 0.830084482828776, "iqa_csiq_mean": 0.985416829586029, "iqa_csiq_min": 0.985416829586029, "iqa_csiq_max": 0.985416829586029, "iqa_tid2013_mean": 0.6787480778164333, "iqa_tid2013_min": 0.6787480778164333, "iqa_tid2013_max": 0.6787480778164333, "iqa_kadid10k_mean": 0.67645263671875, "iqa_kadid10k_min": 0.67645263671875, "iqa_kadid10k_max": 0.67645263671875, "iqa_flive_mean": 0.7358241225733902, "iqa_flive_min": 0.7358241225733902, "iqa_flive_max": 0.7358241225733902, "iqa_spaq_mean": 0.8265926476680872, "iqa_spaq_min": 0.8265926476680872, "iqa_spaq_max": 0.8265926476680872, "iqa_clive_mean": 0.7588556463068182, "iqa_clive_min": 0.7588556463068182, "iqa_clive_max": 0.7588556463068182, "iqa_koniq10k_mean": 0.7377794053819445, "iqa_koniq10k_min": 0.7377794053819445, "iqa_koniq10k_max": 0.7377794053819445, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8854929462484917 }, { "lang": "tl", "score": 0.02373764085346704 }, { "lang": "de", "score": 0.01254349295443836 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9366204738616943 }, { "lang": "fr", "score": 0.004662238992750645 }, { "lang": "id", "score": 0.003452255856245756 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8299266545459477, "iqa_v2_live_min": 0.8299266545459477, "iqa_v2_live_max": 0.8299266545459477, "iqa_v2_csiq_mean": 0.985416829586029, "iqa_v2_csiq_min": 0.985416829586029, "iqa_v2_csiq_max": 0.985416829586029, "iqa_v2_tid2013_mean": 0.6788565847608777, "iqa_v2_tid2013_min": 0.6788565847608777, "iqa_v2_tid2013_max": 0.6788565847608777, "iqa_v2_kadid10k_mean": 0.6763916015625, "iqa_v2_kadid10k_min": 0.6763916015625, "iqa_v2_kadid10k_max": 0.6763916015625, "iqa_v2_flive_mean": 0.7358241225733902, "iqa_v2_flive_min": 0.7358241225733902, "iqa_v2_flive_max": 0.7358241225733902, "iqa_v2_spaq_mean": 0.8265926476680872, "iqa_v2_spaq_min": 0.8265926476680872, "iqa_v2_spaq_max": 0.8265926476680872, "iqa_v2_clive_mean": 0.7588556463068182, "iqa_v2_clive_min": 0.7588556463068182, "iqa_v2_clive_max": 0.7588556463068182, "iqa_v2_koniq10k_mean": 0.7377794053819445, "iqa_v2_koniq10k_min": 0.7377794053819445, "iqa_v2_koniq10k_max": 0.7377794053819445, "imdecont": { "jpg": 0.3127323389053345 }, "imdecont_image_match": { "jpg": 265997 }, "imdecont_max": 0.3127323389053345, "imdecont_mean": 0.3127323389053345, "imdecont_min": 0.3127323389053345, "clip_score_clip_vitl14_224_prev_turn_only_min": 29.875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 29.875, "clip_score_clip_vitl14_224_prev_turn_only_max": 29.875, "clip_score_dfn_public_prev_turn_only_min": 3.892578125, "clip_score_dfn_public_prev_turn_only_mean": 3.892578125, "clip_score_dfn_public_prev_turn_only_max": 3.892578125, "clip_score_siglip2_b16_224_prev_turn_only_min": 6.546875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 6.546875, "clip_score_siglip2_b16_224_prev_turn_only_max": 6.546875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.296875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.296875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.296875, "clip_score_clip_vitl14_224_next_turn_only_min": 16.515625, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.515625, "clip_score_clip_vitl14_224_next_turn_only_max": 16.515625, "clip_score_dfn_public_next_turn_only_min": 0.48291015625, "clip_score_dfn_public_next_turn_only_mean": 0.48291015625, "clip_score_dfn_public_next_turn_only_max": 0.48291015625, "clip_score_siglip2_b16_224_next_turn_only_min": -10.6171875, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.6171875, "clip_score_siglip2_b16_224_next_turn_only_max": -10.6171875, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.40625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.40625, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.40625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 28.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 28.859375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 28.859375, "clip_score_dfn_public_prev_and_next_turn_min": 4.01171875, "clip_score_dfn_public_prev_and_next_turn_mean": 4.01171875, "clip_score_dfn_public_prev_and_next_turn_max": 4.01171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 6.59375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 6.59375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 6.59375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.953125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.953125, "im_height": { "jpg": 367 }, "im_height_mean": 367.0, "im_height_min": 367, "im_height_max": 367, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.4986 }, "im_ar_mean": 1.4986, "im_ar_min": 1.4986, "im_ar_max": 1.4986, "im_kilobytes": { "jpg": 591.36 }, "im_kilobytes_mean": 591.36, "im_kilobytes_min": 591.36, "im_kilobytes_max": 591.36, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3163.7 }, "im_clarity_mean": 3163.7, "im_clarity_min": 3163.7, "im_clarity_max": 3163.7, "im_luma": { "jpg": 166.5 }, "im_luma_mean": 166.5, "im_luma_min": 166.5, "im_luma_max": 166.5, "im_saturation": { "jpg": 44.08 }, "im_saturation_mean": 44.08, "im_saturation_min": 44.08, "im_saturation_max": 44.08, "im_entropy": { "jpg": 7.36 }, "im_entropy_mean": 7.36, "im_entropy_min": 7.36, "im_entropy_max": 7.36, "unifilter_score_qwen2_5_1_5b": -0.74072265625, "unifilter_score_qwen3_0_6b": 2.98046875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8854929462484917, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.02373764085346704, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 0.01254349295443836, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9366204738616943, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.004662238992750645, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.003452255856245756, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7211121916770935, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.20941464602947235, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.6930783987045288, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.005230963230133057, "text_quality_dolma3_fasttext_score": 0.0014452934265136719, "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": 9.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 10.0 }, "239": { "detoxify": 0, "length_chars": 121, "length_tokens": 1862, "length_tokens_text_only": 71, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7552738767681699, "iqa_live_min": 0.7552738767681699, "iqa_live_max": 0.7552738767681699, "iqa_csiq_mean": 0.910221517086029, "iqa_csiq_min": 0.910221517086029, "iqa_csiq_max": 0.910221517086029, "iqa_tid2013_mean": 0.6168991194831001, "iqa_tid2013_min": 0.6168991194831001, "iqa_tid2013_max": 0.6168991194831001, "iqa_kadid10k_mean": 0.6638031005859375, "iqa_kadid10k_min": 0.6638031005859375, "iqa_kadid10k_max": 0.6638031005859375, "iqa_flive_mean": 0.6658864647451074, "iqa_flive_min": 0.6658864647451074, "iqa_flive_max": 0.6658864647451074, "iqa_spaq_mean": 0.4984701137350064, "iqa_spaq_min": 0.4984701137350064, "iqa_spaq_max": 0.4984701137350064, "iqa_clive_mean": 0.5166089992330533, "iqa_clive_min": 0.5166089992330533, "iqa_clive_max": 0.5166089992330533, "iqa_koniq10k_mean": 0.6181456055304018, "iqa_koniq10k_min": 0.6181456055304018, "iqa_koniq10k_max": 0.6181456055304018, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9794513683008774 }, { "lang": "tl", "score": 0.006059563637559177 }, { "lang": "nl", "score": 0.002437699233015088 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8120583295822144 }, { "lang": "nl", "score": 0.01481674239039421 }, { "lang": "fr", "score": 0.013364866375923157 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7552738767681699, "iqa_v2_live_min": 0.7552738767681699, "iqa_v2_live_max": 0.7552738767681699, "iqa_v2_csiq_mean": 0.910221517086029, "iqa_v2_csiq_min": 0.910221517086029, "iqa_v2_csiq_max": 0.910221517086029, "iqa_v2_tid2013_mean": 0.6168991194831001, "iqa_v2_tid2013_min": 0.6168991194831001, "iqa_v2_tid2013_max": 0.6168991194831001, "iqa_v2_kadid10k_mean": 0.6638336181640625, "iqa_v2_kadid10k_min": 0.6638336181640625, "iqa_v2_kadid10k_max": 0.6638336181640625, "iqa_v2_flive_mean": 0.6658470076744003, "iqa_v2_flive_min": 0.6658470076744003, "iqa_v2_flive_max": 0.6658470076744003, "iqa_v2_spaq_mean": 0.4984577834004104, "iqa_v2_spaq_min": 0.4984577834004104, "iqa_v2_spaq_max": 0.4984577834004104, "iqa_v2_clive_mean": 0.5165892706976997, "iqa_v2_clive_min": 0.5165892706976997, "iqa_v2_clive_max": 0.5165892706976997, "iqa_v2_koniq10k_mean": 0.6181456055304018, "iqa_v2_koniq10k_min": 0.6181456055304018, "iqa_v2_koniq10k_max": 0.6181456055304018, "imdecont": { "jpg": 0.2461932897567749 }, "imdecont_image_match": { "jpg": 238731 }, "imdecont_max": 0.2461932897567749, "imdecont_mean": 0.2461932897567749, "imdecont_min": 0.2461932897567749, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.078125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.078125, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.078125, "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": 0.5, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.5, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.5, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.34375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.34375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.34375, "clip_score_clip_vitl14_224_next_turn_only_min": 18.671875, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.671875, "clip_score_clip_vitl14_224_next_turn_only_max": 18.671875, "clip_score_dfn_public_next_turn_only_min": -0.385009765625, "clip_score_dfn_public_next_turn_only_mean": -0.385009765625, "clip_score_dfn_public_next_turn_only_max": -0.385009765625, "clip_score_siglip2_b16_224_next_turn_only_min": -9.5859375, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.5859375, "clip_score_siglip2_b16_224_next_turn_only_max": -9.5859375, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.96875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.96875, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.96875, "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": 1.2763671875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.2763671875, "clip_score_dfn_public_prev_and_next_turn_max": 1.2763671875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.1875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.1875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.375, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.375, "im_height": { "jpg": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 938.93 }, "im_clarity_mean": 938.93, "im_clarity_min": 938.93, "im_clarity_max": 938.93, "im_luma": { "jpg": 90.26 }, "im_luma_mean": 90.26, "im_luma_min": 90.26, "im_luma_max": 90.26, "im_saturation": { "jpg": 104.25 }, "im_saturation_mean": 104.25, "im_saturation_min": 104.25, "im_saturation_max": 104.25, "im_entropy": { "jpg": 7.35 }, "im_entropy_mean": 7.35, "im_entropy_min": 7.35, "im_entropy_max": 7.35, "unifilter_score_qwen2_5_1_5b": 0.40380859375, "unifilter_score_qwen3_0_6b": -1.7119140625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9794513683008774, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.006059563637559177, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.002437699233015088, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8120583295822144, "language_detection_annotation_nllb_1_lan": "nl", "language_detection_annotation_nllb_1_score": 0.01481674239039421, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.013364866375923157, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.28569212555885315, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.34716159105300903, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.9018812775611877, "text_quality_nvidia_edu_nemotron4_score": 0.305419921875, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.8495091795921326, "text_quality_dolma3_fasttext_score": 0.07896792888641357, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00021845102310180664, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 9.0 }, "244": { "detoxify": 1, "length_chars": 124, "length_tokens": 1865, "length_tokens_text_only": 74, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8046741292934225, "iqa_live_min": 0.8046741292934225, "iqa_live_max": 0.8046741292934225, "iqa_csiq_mean": 0.872135579586029, "iqa_csiq_min": 0.872135579586029, "iqa_csiq_max": 0.872135579586029, "iqa_tid2013_mean": 0.5581426090664333, "iqa_tid2013_min": 0.5581426090664333, "iqa_tid2013_max": 0.5581426090664333, "iqa_kadid10k_mean": 0.67913818359375, "iqa_kadid10k_min": 0.67913818359375, "iqa_kadid10k_max": 0.67913818359375, "iqa_flive_mean": 0.7071782892400569, "iqa_flive_min": 0.7071782892400569, "iqa_flive_max": 0.7071782892400569, "iqa_spaq_mean": 0.6080004759509154, "iqa_spaq_min": 0.6080004759509154, "iqa_spaq_max": 0.6080004759509154, "iqa_clive_mean": 0.5891902807987098, "iqa_clive_min": 0.5891902807987098, "iqa_clive_max": 0.5891902807987098, "iqa_koniq10k_mean": 0.6733854659880051, "iqa_koniq10k_min": 0.6733854659880051, "iqa_koniq10k_max": 0.6733854659880051, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9460616848399293 }, { "lang": "tl", "score": 0.01685385688682801 }, { "lang": "nn", "score": 0.006350312026917455 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8641331195831299 }, { "lang": "th", "score": 0.008883452042937279 }, { "lang": "nl", "score": 0.006382578983902931 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8046741292934225, "iqa_v2_live_min": 0.8046741292934225, "iqa_v2_live_max": 0.8046741292934225, "iqa_v2_csiq_mean": 0.872135579586029, "iqa_v2_csiq_min": 0.872135579586029, "iqa_v2_csiq_max": 0.872135579586029, "iqa_v2_tid2013_mean": 0.5581426090664333, "iqa_v2_tid2013_min": 0.5581426090664333, "iqa_v2_tid2013_max": 0.5581426090664333, "iqa_v2_kadid10k_mean": 0.679168701171875, "iqa_v2_kadid10k_min": 0.679168701171875, "iqa_v2_kadid10k_max": 0.679168701171875, "iqa_v2_flive_mean": 0.7071782892400569, "iqa_v2_flive_min": 0.7071782892400569, "iqa_v2_flive_max": 0.7071782892400569, "iqa_v2_spaq_mean": 0.6080793900923296, "iqa_v2_spaq_min": 0.6080793900923296, "iqa_v2_spaq_max": 0.6080793900923296, "iqa_v2_clive_mean": 0.5891902807987098, "iqa_v2_clive_min": 0.5891902807987098, "iqa_v2_clive_max": 0.5891902807987098, "iqa_v2_koniq10k_mean": 0.6733854659880051, "iqa_v2_koniq10k_min": 0.6733854659880051, "iqa_v2_koniq10k_max": 0.6733854659880051, "imdecont": { "jpg": 0.252150297164917 }, "imdecont_image_match": { "jpg": 107681 }, "imdecont_max": 0.252150297164917, "imdecont_mean": 0.252150297164917, "imdecont_min": 0.252150297164917, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.765625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.765625, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.765625, "clip_score_dfn_public_prev_turn_only_min": 0.2352294921875, "clip_score_dfn_public_prev_turn_only_mean": 0.2352294921875, "clip_score_dfn_public_prev_turn_only_max": 0.2352294921875, "clip_score_siglip2_b16_224_prev_turn_only_min": 6.390625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 6.390625, "clip_score_siglip2_b16_224_prev_turn_only_max": 6.390625, "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": 11.34375, "clip_score_clip_vitl14_224_next_turn_only_mean": 11.34375, "clip_score_clip_vitl14_224_next_turn_only_max": 11.34375, "clip_score_dfn_public_next_turn_only_min": 0.56640625, "clip_score_dfn_public_next_turn_only_mean": 0.56640625, "clip_score_dfn_public_next_turn_only_max": 0.56640625, "clip_score_siglip2_b16_224_next_turn_only_min": -10.40625, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.40625, "clip_score_siglip2_b16_224_next_turn_only_max": -10.40625, "clip_score_longclip_vitl14_224_next_turn_only_min": 12.0546875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 12.0546875, "clip_score_longclip_vitl14_224_next_turn_only_max": 12.0546875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 25.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 25.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 25.265625, "clip_score_dfn_public_prev_and_next_turn_min": -0.0301666259765625, "clip_score_dfn_public_prev_and_next_turn_mean": -0.0301666259765625, "clip_score_dfn_public_prev_and_next_turn_max": -0.0301666259765625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 5.75, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 5.75, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 5.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.5, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.5, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.5, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 533 }, "im_width_mean": 533.0, "im_width_min": 533, "im_width_max": 533, "im_ar": { "jpg": 0.6663 }, "im_ar_mean": 0.6663, "im_ar_min": 0.6663, "im_ar_max": 0.6663, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1459.22 }, "im_clarity_mean": 1459.22, "im_clarity_min": 1459.22, "im_clarity_max": 1459.22, "im_luma": { "jpg": 163.15 }, "im_luma_mean": 163.15, "im_luma_min": 163.15, "im_luma_max": 163.15, "im_saturation": { "jpg": 63.14 }, "im_saturation_mean": 63.14, "im_saturation_min": 63.14, "im_saturation_max": 63.14, "im_entropy": { "jpg": 7.3 }, "im_entropy_mean": 7.3, "im_entropy_min": 7.3, "im_entropy_max": 7.3, "unifilter_score_qwen2_5_1_5b": 0.29345703125, "unifilter_score_qwen3_0_6b": 1.59375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9460616848399293, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.01685385688682801, "language_detection_annotation_lingua_2_lan": "nn", "language_detection_annotation_lingua_2_score": 0.006350312026917455, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8641331195831299, "language_detection_annotation_nllb_1_lan": "th", "language_detection_annotation_nllb_1_score": 0.008883452042937279, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.006382578983902931, "text_quality_weborganizer_topic_label": "Software", "text_quality_weborganizer_topic_score": 0.299615740776062, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.39193645119667053, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.6567356586456299, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9733501076698303, "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": 1.633167266845703e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.25, "within_sample_repetition_detection": 9.0 }, "216": { "detoxify": 1, "length_chars": 111, "length_tokens": 1353, "length_tokens_text_only": 74, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6709146595964528, "iqa_live_min": 0.6709146595964528, "iqa_live_max": 0.6709146595964528, "iqa_csiq_mean": 0.765690267086029, "iqa_csiq_min": 0.765690267086029, "iqa_csiq_max": 0.765690267086029, "iqa_tid2013_mean": 0.48962471220228404, "iqa_tid2013_min": 0.48962471220228404, "iqa_tid2013_max": 0.48962471220228404, "iqa_kadid10k_mean": 0.41748046875, "iqa_kadid10k_min": 0.41748046875, "iqa_kadid10k_max": 0.41748046875, "iqa_flive_mean": 0.7080463447956125, "iqa_flive_min": 0.7080463447956125, "iqa_flive_max": 0.7080463447956125, "iqa_spaq_mean": 0.6098944153448549, "iqa_spaq_min": 0.6098944153448549, "iqa_spaq_max": 0.6098944153448549, "iqa_clive_mean": 0.5843765181724472, "iqa_clive_min": 0.5843765181724472, "iqa_clive_max": 0.5843765181724472, "iqa_koniq10k_mean": 0.6249322216920179, "iqa_koniq10k_min": 0.6249322216920179, "iqa_koniq10k_max": 0.6249322216920179, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9002714957960857 }, { "lang": "fr", "score": 0.015317400746477874 }, { "lang": "tl", "score": 0.01106735375292657 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.6747408509254456 }, { "lang": "fr", "score": 0.017263256013393402 }, { "lang": "de", "score": 0.013319632038474083 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6709146595964528, "iqa_v2_live_min": 0.6709146595964528, "iqa_v2_live_max": 0.6709146595964528, "iqa_v2_csiq_mean": 0.765690267086029, "iqa_v2_csiq_min": 0.765690267086029, "iqa_v2_csiq_max": 0.765690267086029, "iqa_v2_tid2013_mean": 0.48962471220228404, "iqa_v2_tid2013_min": 0.48962471220228404, "iqa_v2_tid2013_max": 0.48962471220228404, "iqa_v2_kadid10k_mean": 0.41748046875, "iqa_v2_kadid10k_min": 0.41748046875, "iqa_v2_kadid10k_max": 0.41748046875, "iqa_v2_flive_mean": 0.7080463447956125, "iqa_v2_flive_min": 0.7080463447956125, "iqa_v2_flive_max": 0.7080463447956125, "iqa_v2_spaq_mean": 0.6098944153448549, "iqa_v2_spaq_min": 0.6098944153448549, "iqa_v2_spaq_max": 0.6098944153448549, "iqa_v2_clive_mean": 0.5843765181724472, "iqa_v2_clive_min": 0.5843765181724472, "iqa_v2_clive_max": 0.5843765181724472, "iqa_v2_koniq10k_mean": 0.6249322216920179, "iqa_v2_koniq10k_min": 0.6249322216920179, "iqa_v2_koniq10k_max": 0.6249322216920179, "imdecont": { "jpg": 0.2684206962585449 }, "imdecont_image_match": { "jpg": 237963 }, "imdecont_max": 0.2684206962585449, "imdecont_mean": 0.2684206962585449, "imdecont_min": 0.2684206962585449, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.5625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.5625, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.5625, "clip_score_dfn_public_prev_turn_only_min": 2.703125, "clip_score_dfn_public_prev_turn_only_mean": 2.703125, "clip_score_dfn_public_prev_turn_only_max": 2.703125, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.125, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 25.09375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 25.09375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 25.09375, "clip_score_clip_vitl14_224_next_turn_only_min": 16.9375, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.9375, "clip_score_clip_vitl14_224_next_turn_only_max": 16.9375, "clip_score_dfn_public_next_turn_only_min": 0.42578125, "clip_score_dfn_public_next_turn_only_mean": 0.42578125, "clip_score_dfn_public_next_turn_only_max": 0.42578125, "clip_score_siglip2_b16_224_next_turn_only_min": -10.7421875, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.7421875, "clip_score_siglip2_b16_224_next_turn_only_max": -10.7421875, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.0625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.0625, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.0625, "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": 2.857421875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.857421875, "clip_score_dfn_public_prev_and_next_turn_max": 2.857421875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.296875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.296875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 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": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.0 }, "im_ar_mean": 1.0, "im_ar_min": 1.0, "im_ar_max": 1.0, "im_kilobytes": { "jpg": 1875.0 }, "im_kilobytes_mean": 1875.0, "im_kilobytes_min": 1875.0, "im_kilobytes_max": 1875.0, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1240.41 }, "im_clarity_mean": 1240.41, "im_clarity_min": 1240.41, "im_clarity_max": 1240.41, "im_luma": { "jpg": 164.22 }, "im_luma_mean": 164.22, "im_luma_min": 164.22, "im_luma_max": 164.22, "im_saturation": { "jpg": 90.89 }, "im_saturation_mean": 90.89, "im_saturation_min": 90.89, "im_saturation_max": 90.89, "im_entropy": { "jpg": 7.08 }, "im_entropy_mean": 7.08, "im_entropy_min": 7.08, "im_entropy_max": 7.08, "unifilter_score_qwen2_5_1_5b": -0.6865234375, "unifilter_score_qwen3_0_6b": 1.3125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9002714957960857, "language_detection_annotation_lingua_1_lan": "fr", "language_detection_annotation_lingua_1_score": 0.015317400746477874, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.01106735375292657, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.6747408509254456, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.017263256013393402, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.013319632038474083, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.6071615219116211, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.7672196626663208, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.6020483374595642, "text_quality_nvidia_edu_nemotron4_score": 0.135498046875, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9840415120124817, "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": 8.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 4.0 }, "243": { "detoxify": 0, "length_chars": 140, "length_tokens": 1870, "length_tokens_text_only": 78, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7637966040408972, "iqa_live_min": 0.7637966040408972, "iqa_live_max": 0.7637966040408972, "iqa_csiq_mean": 0.886539876461029, "iqa_csiq_min": 0.886539876461029, "iqa_csiq_max": 0.886539876461029, "iqa_tid2013_mean": 0.5274080170525445, "iqa_tid2013_min": 0.5274080170525445, "iqa_tid2013_max": 0.5274080170525445, "iqa_kadid10k_mean": 0.5540771484375, "iqa_kadid10k_min": 0.5540771484375, "iqa_kadid10k_max": 0.5540771484375, "iqa_flive_mean": 0.7012991857047033, "iqa_flive_min": 0.7012991857047033, "iqa_flive_max": 0.7012991857047033, "iqa_spaq_mean": 0.5911128496882891, "iqa_spaq_min": 0.5911128496882891, "iqa_spaq_max": 0.5911128496882891, "iqa_clive_mean": 0.5956612403946694, "iqa_clive_min": 0.5956612403946694, "iqa_clive_max": 0.5956612403946694, "iqa_koniq10k_mean": 0.6796985973011365, "iqa_koniq10k_min": 0.6796985973011365, "iqa_koniq10k_max": 0.6796985973011365, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9730770407335353 }, { "lang": "tl", "score": 0.011136747662663508 }, { "lang": "nl", "score": 0.00333093118278802 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.7273359298706055 }, { "lang": "fr", "score": 0.01807873137295246 }, { "lang": "ru", "score": 0.012098903767764568 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7637966040408972, "iqa_v2_live_min": 0.7637966040408972, "iqa_v2_live_max": 0.7637966040408972, "iqa_v2_csiq_mean": 0.886539876461029, "iqa_v2_csiq_min": 0.886539876461029, "iqa_v2_csiq_max": 0.886539876461029, "iqa_v2_tid2013_mean": 0.5274080170525445, "iqa_v2_tid2013_min": 0.5274080170525445, "iqa_v2_tid2013_max": 0.5274080170525445, "iqa_v2_kadid10k_mean": 0.5540771484375, "iqa_v2_kadid10k_min": 0.5540771484375, "iqa_v2_kadid10k_max": 0.5540771484375, "iqa_v2_flive_mean": 0.7012991857047033, "iqa_v2_flive_min": 0.7012991857047033, "iqa_v2_flive_max": 0.7012991857047033, "iqa_v2_spaq_mean": 0.5911128496882891, "iqa_v2_spaq_min": 0.5911128496882891, "iqa_v2_spaq_max": 0.5911128496882891, "iqa_v2_clive_mean": 0.5956612403946694, "iqa_v2_clive_min": 0.5956612403946694, "iqa_v2_clive_max": 0.5956612403946694, "iqa_v2_koniq10k_mean": 0.6796985973011365, "iqa_v2_koniq10k_min": 0.6796985973011365, "iqa_v2_koniq10k_max": 0.6796985973011365, "imdecont": { "jpg": 0.31849414110183716 }, "imdecont_image_match": { "jpg": 265825 }, "imdecont_max": 0.31849414110183716, "imdecont_mean": 0.31849414110183716, "imdecont_min": 0.31849414110183716, "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": 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": 0.34375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 0.34375, "clip_score_siglip2_b16_224_prev_turn_only_max": 0.34375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.421875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.421875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.421875, "clip_score_clip_vitl14_224_next_turn_only_min": 16.859375, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.859375, "clip_score_clip_vitl14_224_next_turn_only_max": 16.859375, "clip_score_dfn_public_next_turn_only_min": -0.2822265625, "clip_score_dfn_public_next_turn_only_mean": -0.2822265625, "clip_score_dfn_public_next_turn_only_max": -0.2822265625, "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": 15.8671875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.8671875, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.8671875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.0625, "clip_score_dfn_public_prev_and_next_turn_min": 1.6240234375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.6240234375, "clip_score_dfn_public_prev_and_next_turn_max": 1.6240234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 0.484375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 0.484375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 0.484375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.1875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.1875, "im_height": { "jpg": 520 }, "im_height_mean": 520.0, "im_height_min": 520, "im_height_max": 520, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5865 }, "im_ar_mean": 1.5865, "im_ar_min": 1.5865, "im_ar_max": 1.5865, "im_kilobytes": { "jpg": 1256.84 }, "im_kilobytes_mean": 1256.84, "im_kilobytes_min": 1256.84, "im_kilobytes_max": 1256.84, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2101.81 }, "im_clarity_mean": 2101.81, "im_clarity_min": 2101.81, "im_clarity_max": 2101.81, "im_luma": { "jpg": 150.39 }, "im_luma_mean": 150.39, "im_luma_min": 150.39, "im_luma_max": 150.39, "im_saturation": { "jpg": 46.84 }, "im_saturation_mean": 46.84, "im_saturation_min": 46.84, "im_saturation_max": 46.84, "im_entropy": { "jpg": 7.68 }, "im_entropy_mean": 7.68, "im_entropy_min": 7.68, "im_entropy_max": 7.68, "unifilter_score_qwen2_5_1_5b": -1.7314453125, "unifilter_score_qwen3_0_6b": -0.236572265625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9730770407335353, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.011136747662663508, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.00333093118278802, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.7273359298706055, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.01807873137295246, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.012098903767764568, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.37348416447639465, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.45893993973731995, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.8584867715835571, "text_quality_nvidia_edu_nemotron4_score": 0.18896484375, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.6514784693717957, "text_quality_dolma3_fasttext_score": 0.7302461266517639, "custom_fasttext_val_fasttext_score": 3.9577484130859375e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 1.1086463928222656e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.875, "within_sample_repetition_detection": 2.0 }, "251": { "detoxify": 0, "length_chars": 149, "length_tokens": 3414, "length_tokens_text_only": 86, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7738976141419074, "iqa_live_min": 0.7738976141419074, "iqa_live_max": 0.7738976141419074, "iqa_csiq_mean": 0.816959798336029, "iqa_csiq_min": 0.816959798336029, "iqa_csiq_max": 0.816959798336029, "iqa_tid2013_mean": 0.5839130083719889, "iqa_tid2013_min": 0.5839130083719889, "iqa_tid2013_max": 0.5839130083719889, "iqa_kadid10k_mean": 0.606109619140625, "iqa_kadid10k_min": 0.606109619140625, "iqa_kadid10k_max": 0.606109619140625, "iqa_flive_mean": 0.7466353599471276, "iqa_flive_min": 0.7466353599471276, "iqa_flive_max": 0.7466353599471276, "iqa_spaq_mean": 0.6695535062539457, "iqa_spaq_min": 0.6695535062539457, "iqa_spaq_max": 0.6695535062539457, "iqa_clive_mean": 0.5493780964552755, "iqa_clive_min": 0.5493780964552755, "iqa_clive_max": 0.5493780964552755, "iqa_koniq10k_mean": 0.7144208195233587, "iqa_koniq10k_min": 0.7144208195233587, "iqa_koniq10k_max": 0.7144208195233587, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9318421159108903 }, { "lang": "tl", "score": 0.015230005341118645 }, { "lang": "fr", "score": 0.007303155847344817 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9207845330238342 }, { "lang": "nl", "score": 0.01532253623008728 }, { "lang": "fr", "score": 0.00651991693302989 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7738976141419074, "iqa_v2_live_min": 0.7738976141419074, "iqa_v2_live_max": 0.7738976141419074, "iqa_v2_csiq_mean": 0.816959798336029, "iqa_v2_csiq_min": 0.816959798336029, "iqa_v2_csiq_max": 0.816959798336029, "iqa_v2_tid2013_mean": 0.5839130083719889, "iqa_v2_tid2013_min": 0.5839130083719889, "iqa_v2_tid2013_max": 0.5839130083719889, "iqa_v2_kadid10k_mean": 0.606109619140625, "iqa_v2_kadid10k_min": 0.606109619140625, "iqa_v2_kadid10k_max": 0.606109619140625, "iqa_v2_flive_mean": 0.7466353599471276, "iqa_v2_flive_min": 0.7466353599471276, "iqa_v2_flive_max": 0.7466353599471276, "iqa_v2_spaq_mean": 0.6695535062539457, "iqa_v2_spaq_min": 0.6695535062539457, "iqa_v2_spaq_max": 0.6695535062539457, "iqa_v2_clive_mean": 0.5493780964552755, "iqa_v2_clive_min": 0.5493780964552755, "iqa_v2_clive_max": 0.5493780964552755, "iqa_v2_koniq10k_mean": 0.7144208195233587, "iqa_v2_koniq10k_min": 0.7144208195233587, "iqa_v2_koniq10k_max": 0.7144208195233587, "imdecont": { "jpg": 0.3351987600326538 }, "imdecont_image_match": { "jpg": 108335 }, "imdecont_max": 0.3351987600326538, "imdecont_mean": 0.3351987600326538, "imdecont_min": 0.3351987600326538, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.234375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.234375, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.234375, "clip_score_dfn_public_prev_turn_only_min": 2.859375, "clip_score_dfn_public_prev_turn_only_mean": 2.859375, "clip_score_dfn_public_prev_turn_only_max": 2.859375, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.421875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.421875, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.421875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.375, "clip_score_clip_vitl14_224_next_turn_only_min": 16.421875, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.421875, "clip_score_clip_vitl14_224_next_turn_only_max": 16.421875, "clip_score_dfn_public_next_turn_only_min": 0.77392578125, "clip_score_dfn_public_next_turn_only_mean": 0.77392578125, "clip_score_dfn_public_next_turn_only_max": 0.77392578125, "clip_score_siglip2_b16_224_next_turn_only_min": -7.078125, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.078125, "clip_score_siglip2_b16_224_next_turn_only_max": -7.078125, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.03125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.03125, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.03125, "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": 2.763671875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.763671875, "clip_score_dfn_public_prev_and_next_turn_max": 2.763671875, "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": 23.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.125, "im_height": { "jpg": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 300 }, "im_width_mean": 300.0, "im_width_min": 300, "im_width_max": 300, "im_ar": { "jpg": 0.75 }, "im_ar_mean": 0.75, "im_ar_min": 0.75, "im_ar_max": 0.75, "im_kilobytes": { "jpg": 351.56 }, "im_kilobytes_mean": 351.56, "im_kilobytes_min": 351.56, "im_kilobytes_max": 351.56, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 7665.18 }, "im_clarity_mean": 7665.18, "im_clarity_min": 7665.18, "im_clarity_max": 7665.18, "im_luma": { "jpg": 170.93 }, "im_luma_mean": 170.93, "im_luma_min": 170.93, "im_luma_max": 170.93, "im_saturation": { "jpg": 72.17 }, "im_saturation_mean": 72.17, "im_saturation_min": 72.17, "im_saturation_max": 72.17, "im_entropy": { "jpg": 7.18 }, "im_entropy_mean": 7.18, "im_entropy_min": 7.18, "im_entropy_max": 7.18, "unifilter_score_qwen2_5_1_5b": -0.515625, "unifilter_score_qwen3_0_6b": 0.87744140625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9318421159108903, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.015230005341118645, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 0.007303155847344817, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9207845330238342, "language_detection_annotation_nllb_1_lan": "nl", "language_detection_annotation_nllb_1_score": 0.01532253623008728, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.00651991693302989, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.9322248101234436, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5596345067024231, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9983478784561157, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.07480281591415405, "text_quality_dolma3_fasttext_score": 0.8309493064880371, "custom_fasttext_val_fasttext_score": 0.00033485889434814453, "custom_fasttext_core_fasttext_score": 6.556510925292969e-06, "custom_fasttext_val_clean_fasttext_score": 0.004257023334503174, "custom_fasttext_core_clean_fasttext_score": 0.0007156729698181152, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.96875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 3.03125, "within_sample_repetition_detection": 9.0 }, "250": { "detoxify": 0, "length_chars": 135, "length_tokens": 1865, "length_tokens_text_only": 74, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7881021595964528, "iqa_live_min": 0.7881021595964528, "iqa_live_max": 0.7881021595964528, "iqa_csiq_mean": 0.862614095211029, "iqa_csiq_min": 0.862614095211029, "iqa_csiq_max": 0.862614095211029, "iqa_tid2013_mean": 0.5729538069831001, "iqa_tid2013_min": 0.5729538069831001, "iqa_tid2013_max": 0.5729538069831001, "iqa_kadid10k_mean": 0.6176910400390625, "iqa_kadid10k_min": 0.6176910400390625, "iqa_kadid10k_max": 0.6176910400390625, "iqa_flive_mean": 0.7385861175228852, "iqa_flive_min": 0.7385861175228852, "iqa_flive_max": 0.7385861175228852, "iqa_spaq_mean": 0.8300648698903094, "iqa_spaq_min": 0.8300648698903094, "iqa_spaq_max": 0.8300648698903094, "iqa_clive_mean": 0.7451245857007577, "iqa_clive_min": 0.7451245857007577, "iqa_clive_max": 0.7451245857007577, "iqa_koniq10k_mean": 0.7068450619476011, "iqa_koniq10k_min": 0.7068450619476011, "iqa_koniq10k_max": 0.7068450619476011, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9948856969658159 }, { "lang": "tl", "score": 0.001857386601348224 }, { "lang": "nb", "score": 0.0006687726311944322 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9136686325073242 }, { "lang": "de", "score": 0.006185794714838266 }, { "lang": "ru", "score": 0.005937714595347643 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7881021595964528, "iqa_v2_live_min": 0.7881021595964528, "iqa_v2_live_max": 0.7881021595964528, "iqa_v2_csiq_mean": 0.862614095211029, "iqa_v2_csiq_min": 0.862614095211029, "iqa_v2_csiq_max": 0.862614095211029, "iqa_v2_tid2013_mean": 0.5730080604553223, "iqa_v2_tid2013_min": 0.5730080604553223, "iqa_v2_tid2013_max": 0.5730080604553223, "iqa_v2_kadid10k_mean": 0.6176910400390625, "iqa_v2_kadid10k_min": 0.6176910400390625, "iqa_v2_kadid10k_max": 0.6176910400390625, "iqa_v2_flive_mean": 0.7385861175228852, "iqa_v2_flive_min": 0.7385861175228852, "iqa_v2_flive_max": 0.7385861175228852, "iqa_v2_spaq_mean": 0.8300648698903094, "iqa_v2_spaq_min": 0.8300648698903094, "iqa_v2_spaq_max": 0.8300648698903094, "iqa_v2_clive_mean": 0.7451245857007577, "iqa_v2_clive_min": 0.7451245857007577, "iqa_v2_clive_max": 0.7451245857007577, "iqa_v2_koniq10k_mean": 0.7068450619476011, "iqa_v2_koniq10k_min": 0.7068450619476011, "iqa_v2_koniq10k_max": 0.7068450619476011, "imdecont": { "jpg": 0.3495634198188782 }, "imdecont_image_match": { "jpg": 262302 }, "imdecont_max": 0.3495634198188782, "imdecont_mean": 0.3495634198188782, "imdecont_min": 0.3495634198188782, "clip_score_clip_vitl14_224_prev_turn_only_min": 34.53125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 34.53125, "clip_score_clip_vitl14_224_prev_turn_only_max": 34.53125, "clip_score_dfn_public_prev_turn_only_min": 4.015625, "clip_score_dfn_public_prev_turn_only_mean": 4.015625, "clip_score_dfn_public_prev_turn_only_max": 4.015625, "clip_score_siglip2_b16_224_prev_turn_only_min": 7.40625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 7.40625, "clip_score_siglip2_b16_224_prev_turn_only_max": 7.40625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 31.84375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 31.84375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 31.84375, "clip_score_clip_vitl14_224_next_turn_only_min": 17.78125, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.78125, "clip_score_clip_vitl14_224_next_turn_only_max": 17.78125, "clip_score_dfn_public_next_turn_only_min": 0.73876953125, "clip_score_dfn_public_next_turn_only_mean": 0.73876953125, "clip_score_dfn_public_next_turn_only_max": 0.73876953125, "clip_score_siglip2_b16_224_next_turn_only_min": -9.671875, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.671875, "clip_score_siglip2_b16_224_next_turn_only_max": -9.671875, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.421875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.421875, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.421875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 34.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 34.1875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 34.1875, "clip_score_dfn_public_prev_and_next_turn_min": 3.943359375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.943359375, "clip_score_dfn_public_prev_and_next_turn_max": 3.943359375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 7.421875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 7.421875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 7.421875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 31.5, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 31.5, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 31.5, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5058.24 }, "im_clarity_mean": 5058.24, "im_clarity_min": 5058.24, "im_clarity_max": 5058.24, "im_luma": { "jpg": 154.36 }, "im_luma_mean": 154.36, "im_luma_min": 154.36, "im_luma_max": 154.36, "im_saturation": { "jpg": 109.54 }, "im_saturation_mean": 109.54, "im_saturation_min": 109.54, "im_saturation_max": 109.54, "im_entropy": { "jpg": 7.33 }, "im_entropy_mean": 7.33, "im_entropy_min": 7.33, "im_entropy_max": 7.33, "unifilter_score_qwen2_5_1_5b": -1.6396484375, "unifilter_score_qwen3_0_6b": -0.27734375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9948856969658159, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.001857386601348224, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 0.0006687726311944322, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9136686325073242, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.006185794714838266, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.005937714595347643, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.9070138335227966, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.45598939061164856, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9960982799530029, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.01007080078125, "text_quality_dclmbaseline_fasttext_score": 0.10225445032119751, "text_quality_dolma3_fasttext_score": 0.9917892813682556, "custom_fasttext_val_fasttext_score": 3.4689903259277344e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00018805265426635742, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 9.0 }, "236": { "detoxify": 0, "length_chars": 110, "length_tokens": 840, "length_tokens_text_only": 72, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7975718565661498, "iqa_live_min": 0.7975718565661498, "iqa_live_max": 0.7975718565661498, "iqa_csiq_mean": 0.962467610836029, "iqa_csiq_min": 0.962467610836029, "iqa_csiq_max": 0.962467610836029, "iqa_tid2013_mean": 0.5835332340664333, "iqa_tid2013_min": 0.5835332340664333, "iqa_tid2013_max": 0.5835332340664333, "iqa_kadid10k_mean": 0.7109375, "iqa_kadid10k_min": 0.7109375, "iqa_kadid10k_max": 0.7109375, "iqa_flive_mean": 0.6885940089370266, "iqa_flive_min": 0.6885940089370266, "iqa_flive_max": 0.6885940089370266, "iqa_spaq_mean": 0.6244146173650569, "iqa_spaq_min": 0.6244146173650569, "iqa_spaq_max": 0.6244146173650569, "iqa_clive_mean": 0.6748909998421718, "iqa_clive_min": 0.6748909998421718, "iqa_clive_max": 0.6748909998421718, "iqa_koniq10k_mean": 0.7005319306344697, "iqa_koniq10k_min": 0.7005319306344697, "iqa_koniq10k_max": 0.7005319306344697, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.898774871996026 }, { "lang": "tl", "score": 0.015079946050154738 }, { "lang": "cy", "score": 0.014667134376404972 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9701303243637085 }, { "lang": "nl", "score": 0.0019356694538146257 }, { "lang": "id", "score": 0.001882399432361126 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7975718565661498, "iqa_v2_live_min": 0.7975718565661498, "iqa_v2_live_max": 0.7975718565661498, "iqa_v2_csiq_mean": 0.962467610836029, "iqa_v2_csiq_min": 0.962467610836029, "iqa_v2_csiq_max": 0.962467610836029, "iqa_v2_tid2013_mean": 0.5834789805942111, "iqa_v2_tid2013_min": 0.5834789805942111, "iqa_v2_tid2013_max": 0.5834789805942111, "iqa_v2_kadid10k_mean": 0.7108154296875, "iqa_v2_kadid10k_min": 0.7108154296875, "iqa_v2_kadid10k_max": 0.7108154296875, "iqa_v2_flive_mean": 0.6886729230784407, "iqa_v2_flive_min": 0.6886729230784407, "iqa_v2_flive_max": 0.6886729230784407, "iqa_v2_spaq_mean": 0.6244146173650569, "iqa_v2_spaq_min": 0.6244146173650569, "iqa_v2_spaq_max": 0.6244146173650569, "iqa_v2_clive_mean": 0.6750488281250001, "iqa_v2_clive_min": 0.6750488281250001, "iqa_v2_clive_max": 0.6750488281250001, "iqa_v2_koniq10k_mean": 0.7005319306344697, "iqa_v2_koniq10k_min": 0.7005319306344697, "iqa_v2_koniq10k_max": 0.7005319306344697, "imdecont": { "jpg": 0.36902618408203125 }, "imdecont_image_match": { "jpg": 265878 }, "imdecont_max": 0.36902618408203125, "imdecont_mean": 0.36902618408203125, "imdecont_min": 0.36902618408203125, "clip_score_clip_vitl14_224_prev_turn_only_min": 21.140625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 21.140625, "clip_score_clip_vitl14_224_prev_turn_only_max": 21.140625, "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": -0.5, "clip_score_siglip2_b16_224_prev_turn_only_mean": -0.5, "clip_score_siglip2_b16_224_prev_turn_only_max": -0.5, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.25, "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": 16.90625, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.90625, "clip_score_clip_vitl14_224_next_turn_only_max": 16.90625, "clip_score_dfn_public_next_turn_only_min": 1.80078125, "clip_score_dfn_public_next_turn_only_mean": 1.80078125, "clip_score_dfn_public_next_turn_only_max": 1.80078125, "clip_score_siglip2_b16_224_next_turn_only_min": -10.9375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.9375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.9375, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.703125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.703125, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.703125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 20.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 20.265625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 20.265625, "clip_score_dfn_public_prev_and_next_turn_min": 2.130859375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.130859375, "clip_score_dfn_public_prev_and_next_turn_max": 2.130859375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.5625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.5625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.5625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.875, "im_height": { "jpg": 309 }, "im_height_mean": 309.0, "im_height_min": 309, "im_height_max": 309, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.7799 }, "im_ar_mean": 1.7799, "im_ar_min": 1.7799, "im_ar_max": 1.7799, "im_kilobytes": { "jpg": 497.9 }, "im_kilobytes_mean": 497.9, "im_kilobytes_min": 497.9, "im_kilobytes_max": 497.9, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1861.0 }, "im_clarity_mean": 1861.0, "im_clarity_min": 1861.0, "im_clarity_max": 1861.0, "im_luma": { "jpg": 83.96 }, "im_luma_mean": 83.96, "im_luma_min": 83.96, "im_luma_max": 83.96, "im_saturation": { "jpg": 113.9 }, "im_saturation_mean": 113.9, "im_saturation_min": 113.9, "im_saturation_max": 113.9, "im_entropy": { "jpg": 6.73 }, "im_entropy_mean": 6.73, "im_entropy_min": 6.73, "im_entropy_max": 6.73, "unifilter_score_qwen2_5_1_5b": -2.1328125, "unifilter_score_qwen3_0_6b": -1.427734375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.898774871996026, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.015079946050154738, "language_detection_annotation_lingua_2_lan": "cy", "language_detection_annotation_lingua_2_score": 0.014667134376404972, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9701303243637085, "language_detection_annotation_nllb_1_lan": "nl", "language_detection_annotation_nllb_1_score": 0.0019356694538146257, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.001882399432361126, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.6636990904808044, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.43669241666793823, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9979028701782227, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9466544389724731, "text_quality_dolma3_fasttext_score": 0.9977773427963257, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.90625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.96875, "within_sample_repetition_detection": 10.0 }, "245": { "detoxify": 1, "length_chars": 134, "length_tokens": 1870, "length_tokens_text_only": 79, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7478559474752406, "iqa_live_min": 0.7478559474752406, "iqa_live_max": 0.7478559474752406, "iqa_csiq_mean": 0.850162923336029, "iqa_csiq_min": 0.850162923336029, "iqa_csiq_max": 0.850162923336029, "iqa_tid2013_mean": 0.6024676958719889, "iqa_tid2013_min": 0.6024676958719889, "iqa_tid2013_max": 0.6024676958719889, "iqa_kadid10k_mean": 0.6524734497070312, "iqa_kadid10k_min": 0.6524734497070312, "iqa_kadid10k_max": 0.6524734497070312, "iqa_flive_mean": 0.7297477336845013, "iqa_flive_min": 0.7297477336845013, "iqa_flive_max": 0.7297477336845013, "iqa_spaq_mean": 0.7348944153448549, "iqa_spaq_min": 0.7348944153448549, "iqa_spaq_max": 0.7348944153448549, "iqa_clive_mean": 0.7384957978219697, "iqa_clive_min": 0.7384957978219697, "iqa_clive_max": 0.7384957978219697, "iqa_koniq10k_mean": 0.6408728397253789, "iqa_koniq10k_min": 0.6408728397253789, "iqa_koniq10k_max": 0.6408728397253789, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9664092084068979 }, { "lang": "tl", "score": 0.015999582626032186 }, { "lang": "la", "score": 0.006437363423427153 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.902367115020752 }, { "lang": "te", "score": 0.005973647348582745 }, { "lang": "ru", "score": 0.004802316427230835 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7478559474752406, "iqa_v2_live_min": 0.7478559474752406, "iqa_v2_live_max": 0.7478559474752406, "iqa_v2_csiq_mean": 0.850162923336029, "iqa_v2_csiq_min": 0.850162923336029, "iqa_v2_csiq_max": 0.850162923336029, "iqa_v2_tid2013_mean": 0.6024676958719889, "iqa_v2_tid2013_min": 0.6024676958719889, "iqa_v2_tid2013_max": 0.6024676958719889, "iqa_v2_kadid10k_mean": 0.6524734497070312, "iqa_v2_kadid10k_min": 0.6524734497070312, "iqa_v2_kadid10k_max": 0.6524734497070312, "iqa_v2_flive_mean": 0.7297477336845013, "iqa_v2_flive_min": 0.7297477336845013, "iqa_v2_flive_max": 0.7297477336845013, "iqa_v2_spaq_mean": 0.7348944153448549, "iqa_v2_spaq_min": 0.7348944153448549, "iqa_v2_spaq_max": 0.7348944153448549, "iqa_v2_clive_mean": 0.7384957978219697, "iqa_v2_clive_min": 0.7384957978219697, "iqa_v2_clive_max": 0.7384957978219697, "iqa_v2_koniq10k_mean": 0.6408728397253789, "iqa_v2_koniq10k_min": 0.6408728397253789, "iqa_v2_koniq10k_max": 0.6408728397253789, "imdecont": { "jpg": 0.23102492094039917 }, "imdecont_image_match": { "jpg": 262306 }, "imdecont_max": 0.23102492094039917, "imdecont_mean": 0.23102492094039917, "imdecont_min": 0.23102492094039917, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.640625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.640625, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.640625, "clip_score_dfn_public_prev_turn_only_min": 1.7470703125, "clip_score_dfn_public_prev_turn_only_mean": 1.7470703125, "clip_score_dfn_public_prev_turn_only_max": 1.7470703125, "clip_score_siglip2_b16_224_prev_turn_only_min": -1.1015625, "clip_score_siglip2_b16_224_prev_turn_only_mean": -1.1015625, "clip_score_siglip2_b16_224_prev_turn_only_max": -1.1015625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.6875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.6875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.6875, "clip_score_clip_vitl14_224_next_turn_only_min": 14.40625, "clip_score_clip_vitl14_224_next_turn_only_mean": 14.40625, "clip_score_clip_vitl14_224_next_turn_only_max": 14.40625, "clip_score_dfn_public_next_turn_only_min": 0.916015625, "clip_score_dfn_public_next_turn_only_mean": 0.916015625, "clip_score_dfn_public_next_turn_only_max": 0.916015625, "clip_score_siglip2_b16_224_next_turn_only_min": -6.9609375, "clip_score_siglip2_b16_224_next_turn_only_mean": -6.9609375, "clip_score_siglip2_b16_224_next_turn_only_max": -6.9609375, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.0, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.0, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.0, "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": 1.83203125, "clip_score_dfn_public_prev_and_next_turn_mean": 1.83203125, "clip_score_dfn_public_prev_and_next_turn_max": 1.83203125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": -0.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -0.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -0.734375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.765625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.765625, "im_height": { "jpg": 316 }, "im_height_mean": 316.0, "im_height_min": 316, "im_height_max": 316, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.7405 }, "im_ar_mean": 1.7405, "im_ar_min": 1.7405, "im_ar_max": 1.7405, "im_kilobytes": { "jpg": 509.18 }, "im_kilobytes_mean": 509.18, "im_kilobytes_min": 509.18, "im_kilobytes_max": 509.18, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3972.9 }, "im_clarity_mean": 3972.9, "im_clarity_min": 3972.9, "im_clarity_max": 3972.9, "im_luma": { "jpg": 121.61 }, "im_luma_mean": 121.61, "im_luma_min": 121.61, "im_luma_max": 121.61, "im_saturation": { "jpg": 86.94 }, "im_saturation_mean": 86.94, "im_saturation_min": 86.94, "im_saturation_max": 86.94, "im_entropy": { "jpg": 7.32 }, "im_entropy_mean": 7.32, "im_entropy_min": 7.32, "im_entropy_max": 7.32, "unifilter_score_qwen2_5_1_5b": 0.8974609375, "unifilter_score_qwen3_0_6b": -0.716796875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9664092084068979, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.015999582626032186, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.006437363423427153, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.902367115020752, "language_detection_annotation_nllb_1_lan": "te", "language_detection_annotation_nllb_1_score": 0.005973647348582745, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.004802316427230835, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.5435978174209595, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.4906565546989441, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.35157084465026855, "text_quality_nvidia_edu_nemotron4_score": 0.302978515625, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.03291386365890503, "text_quality_dolma3_fasttext_score": 0.8426171541213989, "custom_fasttext_val_fasttext_score": 4.76837158203125e-06, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00011241436004638672, "custom_fasttext_core_clean_fasttext_score": 2.4199485778808594e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 10.0 }, "246": { "detoxify": 0, "length_chars": 196, "length_tokens": 1885, "length_tokens_text_only": 93, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8250339777782709, "iqa_live_min": 0.8250339777782709, "iqa_live_max": 0.8250339777782709, "iqa_csiq_mean": 0.883854329586029, "iqa_csiq_min": 0.883854329586029, "iqa_csiq_max": 0.883854329586029, "iqa_tid2013_mean": 0.6563956472608777, "iqa_tid2013_min": 0.6563956472608777, "iqa_tid2013_max": 0.6563956472608777, "iqa_kadid10k_mean": 0.662841796875, "iqa_kadid10k_min": 0.662841796875, "iqa_kadid10k_max": 0.662841796875, "iqa_flive_mean": 0.7408746276238952, "iqa_flive_min": 0.7408746276238952, "iqa_flive_max": 0.7408746276238952, "iqa_spaq_mean": 0.7045913850418245, "iqa_spaq_min": 0.7045913850418245, "iqa_spaq_max": 0.7045913850418245, "iqa_clive_mean": 0.6818354442866162, "iqa_clive_min": 0.6818354442866162, "iqa_clive_max": 0.6818354442866162, "iqa_koniq10k_mean": 0.6942187993213385, "iqa_koniq10k_min": 0.6942187993213385, "iqa_koniq10k_max": 0.6942187993213385, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "fr", "score": 1.7296131384781964e-20 }, { "lang": "tl", "score": 1.1966073803942212e-25 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9042303562164307 }, { "lang": "de", "score": 0.006481081247329712 }, { "lang": "es", "score": 0.0038523864932358265 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.8250339777782709, "iqa_v2_live_min": 0.8250339777782709, "iqa_v2_live_max": 0.8250339777782709, "iqa_v2_csiq_mean": 0.883854329586029, "iqa_v2_csiq_min": 0.883854329586029, "iqa_v2_csiq_max": 0.883854329586029, "iqa_v2_tid2013_mean": 0.6563956472608777, "iqa_v2_tid2013_min": 0.6563956472608777, "iqa_v2_tid2013_max": 0.6563956472608777, "iqa_v2_kadid10k_mean": 0.662841796875, "iqa_v2_kadid10k_min": 0.662841796875, "iqa_v2_kadid10k_max": 0.662841796875, "iqa_v2_flive_mean": 0.7408746276238952, "iqa_v2_flive_min": 0.7408746276238952, "iqa_v2_flive_max": 0.7408746276238952, "iqa_v2_spaq_mean": 0.7045913850418245, "iqa_v2_spaq_min": 0.7045913850418245, "iqa_v2_spaq_max": 0.7045913850418245, "iqa_v2_clive_mean": 0.6818354442866162, "iqa_v2_clive_min": 0.6818354442866162, "iqa_v2_clive_max": 0.6818354442866162, "iqa_v2_koniq10k_mean": 0.6942187993213385, "iqa_v2_koniq10k_min": 0.6942187993213385, "iqa_v2_koniq10k_max": 0.6942187993213385, "imdecont": { "jpg": 0.4104663133621216 }, "imdecont_image_match": { "jpg": 266021 }, "imdecont_max": 0.4104663133621216, "imdecont_mean": 0.4104663133621216, "imdecont_min": 0.4104663133621216, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.171875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.171875, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.171875, "clip_score_dfn_public_prev_turn_only_min": 3.5625, "clip_score_dfn_public_prev_turn_only_mean": 3.5625, "clip_score_dfn_public_prev_turn_only_max": 3.5625, "clip_score_siglip2_b16_224_prev_turn_only_min": 6.28125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 6.28125, "clip_score_siglip2_b16_224_prev_turn_only_max": 6.28125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.90625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.90625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.90625, "clip_score_clip_vitl14_224_next_turn_only_min": 18.015625, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.015625, "clip_score_clip_vitl14_224_next_turn_only_max": 18.015625, "clip_score_dfn_public_next_turn_only_min": 1.31640625, "clip_score_dfn_public_next_turn_only_mean": 1.31640625, "clip_score_dfn_public_next_turn_only_max": 1.31640625, "clip_score_siglip2_b16_224_next_turn_only_min": -5.1875, "clip_score_siglip2_b16_224_next_turn_only_mean": -5.1875, "clip_score_siglip2_b16_224_next_turn_only_max": -5.1875, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.921875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.921875, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.921875, "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": 3.501953125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.501953125, "clip_score_dfn_public_prev_and_next_turn_max": 3.501953125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 6.359375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 6.359375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 6.359375, "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": 385 }, "im_height_mean": 385.0, "im_height_min": 385, "im_height_max": 385, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.4286 }, "im_ar_mean": 1.4286, "im_ar_min": 1.4286, "im_ar_max": 1.4286, "im_kilobytes": { "jpg": 620.36 }, "im_kilobytes_mean": 620.36, "im_kilobytes_min": 620.36, "im_kilobytes_max": 620.36, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 6991.07 }, "im_clarity_mean": 6991.07, "im_clarity_min": 6991.07, "im_clarity_max": 6991.07, "im_luma": { "jpg": 150.48 }, "im_luma_mean": 150.48, "im_luma_min": 150.48, "im_luma_max": 150.48, "im_saturation": { "jpg": 56.76 }, "im_saturation_mean": 56.76, "im_saturation_min": 56.76, "im_saturation_max": 56.76, "im_entropy": { "jpg": 7.59 }, "im_entropy_mean": 7.59, "im_entropy_min": 7.59, "im_entropy_max": 7.59, "unifilter_score_qwen2_5_1_5b": 0.86328125, "unifilter_score_qwen3_0_6b": -0.432373046875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "fr", "language_detection_annotation_lingua_1_score": 1.7296131384781964e-20, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 1.1966073803942212e-25, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9042303562164307, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.006481081247329712, "language_detection_annotation_nllb_2_lan": "es", "language_detection_annotation_nllb_2_score": 0.0038523864932358265, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.5451527833938599, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.8245452642440796, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.8994534015655518, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.5157931447029114, "text_quality_dolma3_fasttext_score": 0.04131197929382324, "custom_fasttext_val_fasttext_score": 0.002143383026123047, "custom_fasttext_core_fasttext_score": 0.00024300813674926758, "custom_fasttext_val_clean_fasttext_score": 0.008328914642333984, "custom_fasttext_core_clean_fasttext_score": 0.000708162784576416, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.09375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 4.71875, "within_sample_repetition_detection": 4.0 }, "242": { "detoxify": 1, "length_chars": 135, "length_tokens": 1867, "length_tokens_text_only": 76, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7385440787883719, "iqa_live_min": 0.7385440787883719, "iqa_live_max": 0.7385440787883719, "iqa_csiq_mean": 0.891422688961029, "iqa_csiq_min": 0.891422688961029, "iqa_csiq_max": 0.891422688961029, "iqa_tid2013_mean": 0.5908031993442111, "iqa_tid2013_min": 0.5908031993442111, "iqa_tid2013_max": 0.5908031993442111, "iqa_kadid10k_mean": 0.71246337890625, "iqa_kadid10k_min": 0.71246337890625, "iqa_kadid10k_max": 0.71246337890625, "iqa_flive_mean": 0.7313260165127842, "iqa_flive_min": 0.7313260165127842, "iqa_flive_max": 0.7313260165127842, "iqa_spaq_mean": 0.7431014860519256, "iqa_spaq_min": 0.7431014860519256, "iqa_spaq_max": 0.7431014860519256, "iqa_clive_mean": 0.7904213028724748, "iqa_clive_min": 0.7904213028724748, "iqa_clive_max": 0.7904213028724748, "iqa_koniq10k_mean": 0.6561821831597223, "iqa_koniq10k_min": 0.6561821831597223, "iqa_koniq10k_max": 0.6561821831597223, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9951285895904002 }, { "lang": "tl", "score": 0.001327408506033198 }, { "lang": "nb", "score": 0.0008086346480803356 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9329143166542053 }, { "lang": "de", "score": 0.004109196364879608 }, { "lang": "id", "score": 0.0038599988911300898 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7385440787883719, "iqa_v2_live_min": 0.7385440787883719, "iqa_v2_live_max": 0.7385440787883719, "iqa_v2_csiq_mean": 0.891422688961029, "iqa_v2_csiq_min": 0.891422688961029, "iqa_v2_csiq_max": 0.891422688961029, "iqa_v2_tid2013_mean": 0.5908031993442111, "iqa_v2_tid2013_min": 0.5908031993442111, "iqa_v2_tid2013_max": 0.5908031993442111, "iqa_v2_kadid10k_mean": 0.71246337890625, "iqa_v2_kadid10k_min": 0.71246337890625, "iqa_v2_kadid10k_max": 0.71246337890625, "iqa_v2_flive_mean": 0.7313260165127842, "iqa_v2_flive_min": 0.7313260165127842, "iqa_v2_flive_max": 0.7313260165127842, "iqa_v2_spaq_mean": 0.7431014860519256, "iqa_v2_spaq_min": 0.7431014860519256, "iqa_v2_spaq_max": 0.7431014860519256, "iqa_v2_clive_mean": 0.7905791311553031, "iqa_v2_clive_min": 0.7905791311553031, "iqa_v2_clive_max": 0.7905791311553031, "iqa_v2_koniq10k_mean": 0.6561821831597223, "iqa_v2_koniq10k_min": 0.6561821831597223, "iqa_v2_koniq10k_max": 0.6561821831597223, "imdecont": { "jpg": 0.3791031837463379 }, "imdecont_image_match": { "jpg": 262306 }, "imdecont_max": 0.3791031837463379, "imdecont_mean": 0.3791031837463379, "imdecont_min": 0.3791031837463379, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.875, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.875, "clip_score_dfn_public_prev_turn_only_min": 3.01953125, "clip_score_dfn_public_prev_turn_only_mean": 3.01953125, "clip_score_dfn_public_prev_turn_only_max": 3.01953125, "clip_score_siglip2_b16_224_prev_turn_only_min": 7.203125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 7.203125, "clip_score_siglip2_b16_224_prev_turn_only_max": 7.203125, "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": 17.21875, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.21875, "clip_score_clip_vitl14_224_next_turn_only_max": 17.21875, "clip_score_dfn_public_next_turn_only_min": 0.05999755859375, "clip_score_dfn_public_next_turn_only_mean": 0.05999755859375, "clip_score_dfn_public_next_turn_only_max": 0.05999755859375, "clip_score_siglip2_b16_224_next_turn_only_min": -11.0078125, "clip_score_siglip2_b16_224_next_turn_only_mean": -11.0078125, "clip_score_siglip2_b16_224_next_turn_only_max": -11.0078125, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.390625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.390625, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.390625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.5625, "clip_score_dfn_public_prev_and_next_turn_min": 2.96484375, "clip_score_dfn_public_prev_and_next_turn_mean": 2.96484375, "clip_score_dfn_public_prev_and_next_turn_max": 2.96484375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 7.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 7.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 7.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 24.0, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 24.0, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 24.0, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3080.3 }, "im_clarity_mean": 3080.3, "im_clarity_min": 3080.3, "im_clarity_max": 3080.3, "im_luma": { "jpg": 77.72 }, "im_luma_mean": 77.72, "im_luma_min": 77.72, "im_luma_max": 77.72, "im_saturation": { "jpg": 117.95 }, "im_saturation_mean": 117.95, "im_saturation_min": 117.95, "im_saturation_max": 117.95, "im_entropy": { "jpg": 7.12 }, "im_entropy_mean": 7.12, "im_entropy_min": 7.12, "im_entropy_max": 7.12, "unifilter_score_qwen2_5_1_5b": 0.1763916015625, "unifilter_score_qwen3_0_6b": -1.2001953125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9951285895904002, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.001327408506033198, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 0.0008086346480803356, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9329143166542053, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.004109196364879608, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.0038599988911300898, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.809676468372345, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.25987276434898376, "text_quality_nvidia_domain_label": "Pets_and_Animals", "text_quality_nvidia_domain_score": 0.9613628387451172, "text_quality_nvidia_edu_nemotron4_score": 0.152099609375, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.931899905204773, "text_quality_dolma3_fasttext_score": 0.9999377727508545, "custom_fasttext_val_fasttext_score": 0.0001596212387084961, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.00016897916793823242, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.6875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 10.0 }, "256": { "detoxify": 0, "length_chars": 181, "length_tokens": 1364, "length_tokens_text_only": 85, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.627511881818675, "iqa_live_min": 0.627511881818675, "iqa_live_max": 0.627511881818675, "iqa_csiq_mean": 0.849186360836029, "iqa_csiq_min": 0.849186360836029, "iqa_csiq_max": 0.849186360836029, "iqa_tid2013_mean": 0.5439824528164333, "iqa_tid2013_min": 0.5439824528164333, "iqa_tid2013_max": 0.5439824528164333, "iqa_kadid10k_mean": 0.5274658203125, "iqa_kadid10k_min": 0.5274658203125, "iqa_kadid10k_max": 0.5274658203125, "iqa_flive_mean": 0.6757507324218751, "iqa_flive_min": 0.6757507324218751, "iqa_flive_max": 0.6757507324218751, "iqa_spaq_mean": 0.5205833357994003, "iqa_spaq_min": 0.5205833357994003, "iqa_spaq_max": 0.5205833357994003, "iqa_clive_mean": 0.46423960213709364, "iqa_clive_min": 0.46423960213709364, "iqa_clive_max": 0.46423960213709364, "iqa_koniq10k_mean": 0.553593837853634, "iqa_koniq10k_min": 0.553593837853634, "iqa_koniq10k_max": 0.553593837853634, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "nl", "score": 2.0051955423127147e-30 }, { "lang": "tl", "score": 5.832690391362391e-31 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9734324216842651 }, { "lang": "ru", "score": 0.0013448047684505582 }, { "lang": "id", "score": 0.0013201534748077393 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.627511881818675, "iqa_v2_live_min": 0.627511881818675, "iqa_v2_live_max": 0.627511881818675, "iqa_v2_csiq_mean": 0.849186360836029, "iqa_v2_csiq_min": 0.849186360836029, "iqa_v2_csiq_max": 0.849186360836029, "iqa_v2_tid2013_mean": 0.5439824528164333, "iqa_v2_tid2013_min": 0.5439824528164333, "iqa_v2_tid2013_max": 0.5439824528164333, "iqa_v2_kadid10k_mean": 0.5274658203125, "iqa_v2_kadid10k_min": 0.5274658203125, "iqa_v2_kadid10k_max": 0.5274658203125, "iqa_v2_flive_mean": 0.6757507324218751, "iqa_v2_flive_min": 0.6757507324218751, "iqa_v2_flive_max": 0.6757507324218751, "iqa_v2_spaq_mean": 0.5205833357994003, "iqa_v2_spaq_min": 0.5205833357994003, "iqa_v2_spaq_max": 0.5205833357994003, "iqa_v2_clive_mean": 0.46423960213709364, "iqa_v2_clive_min": 0.46423960213709364, "iqa_v2_clive_max": 0.46423960213709364, "iqa_v2_koniq10k_mean": 0.553593837853634, "iqa_v2_koniq10k_min": 0.553593837853634, "iqa_v2_koniq10k_max": 0.553593837853634, "imdecont": { "jpg": 0.31521672010421753 }, "imdecont_image_match": { "jpg": 258351 }, "imdecont_max": 0.31521672010421753, "imdecont_mean": 0.31521672010421753, "imdecont_min": 0.31521672010421753, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.90625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.90625, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.90625, "clip_score_dfn_public_prev_turn_only_min": 4.17578125, "clip_score_dfn_public_prev_turn_only_mean": 4.17578125, "clip_score_dfn_public_prev_turn_only_max": 4.17578125, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.921875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.921875, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.921875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.875, "clip_score_clip_vitl14_224_next_turn_only_min": 15.71875, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.71875, "clip_score_clip_vitl14_224_next_turn_only_max": 15.71875, "clip_score_dfn_public_next_turn_only_min": 0.11444091796875, "clip_score_dfn_public_next_turn_only_mean": 0.11444091796875, "clip_score_dfn_public_next_turn_only_max": 0.11444091796875, "clip_score_siglip2_b16_224_next_turn_only_min": -9.875, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.875, "clip_score_siglip2_b16_224_next_turn_only_max": -9.875, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.234375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.234375, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.234375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.78125, "clip_score_dfn_public_prev_and_next_turn_min": 4.0625, "clip_score_dfn_public_prev_and_next_turn_mean": 4.0625, "clip_score_dfn_public_prev_and_next_turn_max": 4.0625, "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": 27.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.65625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.65625, "im_height": { "jpg": 792 }, "im_height_mean": 792.0, "im_height_min": 792, "im_height_max": 792, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.0101 }, "im_ar_mean": 1.0101, "im_ar_min": 1.0101, "im_ar_max": 1.0101, "im_kilobytes": { "jpg": 1856.25 }, "im_kilobytes_mean": 1856.25, "im_kilobytes_min": 1856.25, "im_kilobytes_max": 1856.25, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1461.77 }, "im_clarity_mean": 1461.77, "im_clarity_min": 1461.77, "im_clarity_max": 1461.77, "im_luma": { "jpg": 62.61 }, "im_luma_mean": 62.61, "im_luma_min": 62.61, "im_luma_max": 62.61, "im_saturation": { "jpg": 80.5 }, "im_saturation_mean": 80.5, "im_saturation_min": 80.5, "im_saturation_max": 80.5, "im_entropy": { "jpg": 6.79 }, "im_entropy_mean": 6.79, "im_entropy_min": 6.79, "im_entropy_max": 6.79, "unifilter_score_qwen2_5_1_5b": -1.8349609375, "unifilter_score_qwen3_0_6b": 0.1788330078125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "nl", "language_detection_annotation_lingua_1_score": 2.0051955423127147e-30, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 5.832690391362391e-31, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9734324216842651, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0013448047684505582, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.0013201534748077393, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.8011187314987183, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.3852693438529968, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.8849571347236633, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0224609375, "text_quality_dclmbaseline_fasttext_score": 0.8188291788101196, "text_quality_dolma3_fasttext_score": 0.5415512919425964, "custom_fasttext_val_fasttext_score": 0.00017529726028442383, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.001108705997467041, "custom_fasttext_core_clean_fasttext_score": 0.0007482767105102539, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.9375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 4.0 }, "257": { "detoxify": 0, "length_chars": 127, "length_tokens": 1865, "length_tokens_text_only": 74, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6986135232328164, "iqa_live_min": 0.6986135232328164, "iqa_live_max": 0.6986135232328164, "iqa_csiq_mean": 0.817936360836029, "iqa_csiq_min": 0.817936360836029, "iqa_csiq_max": 0.817936360836029, "iqa_tid2013_mean": 0.4980365435282389, "iqa_tid2013_min": 0.4980365435282389, "iqa_tid2013_max": 0.4980365435282389, "iqa_kadid10k_mean": 0.53863525390625, "iqa_kadid10k_min": 0.53863525390625, "iqa_kadid10k_max": 0.53863525390625, "iqa_flive_mean": 0.717871155401673, "iqa_flive_min": 0.717871155401673, "iqa_flive_max": 0.717871155401673, "iqa_spaq_mean": 0.5922176476680872, "iqa_spaq_min": 0.5922176476680872, "iqa_spaq_max": 0.5922176476680872, "iqa_clive_mean": 0.5738020232229523, "iqa_clive_min": 0.5738020232229523, "iqa_clive_max": 0.5738020232229523, "iqa_koniq10k_mean": 0.6457655164930556, "iqa_koniq10k_min": 0.6457655164930556, "iqa_koniq10k_max": 0.6457655164930556, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9728261161706485 }, { "lang": "tl", "score": 0.009790603683872086 }, { "lang": "nl", "score": 0.004121965567707185 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.900635302066803 }, { "lang": "de", "score": 0.005936904810369015 }, { "lang": "vi", "score": 0.004099326673895121 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6986135232328164, "iqa_v2_live_min": 0.6986135232328164, "iqa_v2_live_max": 0.6986135232328164, "iqa_v2_csiq_mean": 0.817936360836029, "iqa_v2_csiq_min": 0.817936360836029, "iqa_v2_csiq_max": 0.817936360836029, "iqa_v2_tid2013_mean": 0.49802298016018337, "iqa_v2_tid2013_min": 0.49802298016018337, "iqa_v2_tid2013_max": 0.49802298016018337, "iqa_v2_kadid10k_mean": 0.53863525390625, "iqa_v2_kadid10k_min": 0.53863525390625, "iqa_v2_kadid10k_max": 0.53863525390625, "iqa_v2_flive_mean": 0.717871155401673, "iqa_v2_flive_min": 0.717871155401673, "iqa_v2_flive_max": 0.717871155401673, "iqa_v2_spaq_mean": 0.5922176476680872, "iqa_v2_spaq_min": 0.5922176476680872, "iqa_v2_spaq_max": 0.5922176476680872, "iqa_v2_clive_mean": 0.5737231090815381, "iqa_v2_clive_min": 0.5737231090815381, "iqa_v2_clive_max": 0.5737231090815381, "iqa_v2_koniq10k_mean": 0.6457655164930556, "iqa_v2_koniq10k_min": 0.6457655164930556, "iqa_v2_koniq10k_max": 0.6457655164930556, "imdecont": { "jpg": 0.30491453409194946 }, "imdecont_image_match": { "jpg": 266005 }, "imdecont_max": 0.30491453409194946, "imdecont_mean": 0.30491453409194946, "imdecont_min": 0.30491453409194946, "clip_score_clip_vitl14_224_prev_turn_only_min": 18.953125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 18.953125, "clip_score_clip_vitl14_224_prev_turn_only_max": 18.953125, "clip_score_dfn_public_prev_turn_only_min": 2.12890625, "clip_score_dfn_public_prev_turn_only_mean": 2.12890625, "clip_score_dfn_public_prev_turn_only_max": 2.12890625, "clip_score_siglip2_b16_224_prev_turn_only_min": -2.71875, "clip_score_siglip2_b16_224_prev_turn_only_mean": -2.71875, "clip_score_siglip2_b16_224_prev_turn_only_max": -2.71875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 18.71875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 18.71875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 18.71875, "clip_score_clip_vitl14_224_next_turn_only_min": 15.3671875, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.3671875, "clip_score_clip_vitl14_224_next_turn_only_max": 15.3671875, "clip_score_dfn_public_next_turn_only_min": -1.416015625, "clip_score_dfn_public_next_turn_only_mean": -1.416015625, "clip_score_dfn_public_next_turn_only_max": -1.416015625, "clip_score_siglip2_b16_224_next_turn_only_min": -11.3203125, "clip_score_siglip2_b16_224_next_turn_only_mean": -11.3203125, "clip_score_siglip2_b16_224_next_turn_only_max": -11.3203125, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.0625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.0625, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.0625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 18.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 18.078125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 18.078125, "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": -3.125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": -3.125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": -3.125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 18.390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 18.390625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 18.390625, "im_height": { "jpg": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1436.07 }, "im_clarity_mean": 1436.07, "im_clarity_min": 1436.07, "im_clarity_max": 1436.07, "im_luma": { "jpg": 117.02 }, "im_luma_mean": 117.02, "im_luma_min": 117.02, "im_luma_max": 117.02, "im_saturation": { "jpg": 102.63 }, "im_saturation_mean": 102.63, "im_saturation_min": 102.63, "im_saturation_max": 102.63, "im_entropy": { "jpg": 7.86 }, "im_entropy_mean": 7.86, "im_entropy_min": 7.86, "im_entropy_max": 7.86, "unifilter_score_qwen2_5_1_5b": -1.41796875, "unifilter_score_qwen3_0_6b": 1.1572265625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9728261161706485, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.009790603683872086, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.004121965567707185, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.900635302066803, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.005936904810369015, "language_detection_annotation_nllb_2_lan": "vi", "language_detection_annotation_nllb_2_score": 0.004099326673895121, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.6221287846565247, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.3620986044406891, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.7075414061546326, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.27653950452804565, "text_quality_dolma3_fasttext_score": 0.5040954351425171, "custom_fasttext_val_fasttext_score": 1.2874603271484375e-05, "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": 10.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 6.0 }, "248": { "detoxify": 0, "length_chars": 104, "length_tokens": 1864, "length_tokens_text_only": 73, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7421741292934225, "iqa_live_min": 0.7421741292934225, "iqa_live_max": 0.7421741292934225, "iqa_csiq_mean": 0.844059407711029, "iqa_csiq_min": 0.844059407711029, "iqa_csiq_max": 0.844059407711029, "iqa_tid2013_mean": 0.5131936073303223, "iqa_tid2013_min": 0.5131936073303223, "iqa_tid2013_max": 0.5131936073303223, "iqa_kadid10k_mean": 0.60443115234375, "iqa_kadid10k_min": 0.60443115234375, "iqa_kadid10k_max": 0.60443115234375, "iqa_flive_mean": 0.6689443877249054, "iqa_flive_min": 0.6689443877249054, "iqa_flive_max": 0.6689443877249054, "iqa_spaq_mean": 0.591586334536774, "iqa_spaq_min": 0.591586334536774, "iqa_spaq_max": 0.591586334536774, "iqa_clive_mean": 0.5323326419098209, "iqa_clive_min": 0.5323326419098209, "iqa_clive_max": 0.5323326419098209, "iqa_koniq10k_mean": 0.609938534823331, "iqa_koniq10k_min": 0.609938534823331, "iqa_koniq10k_max": 0.609938534823331, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.7527848283445914 }, { "lang": "tl", "score": 0.040015397459833575 }, { "lang": "fr", "score": 0.03276587862708674 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9276803731918335 }, { "lang": "hi", "score": 0.006116451695561409 }, { "lang": "id", "score": 0.006102575920522213 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7421741292934225, "iqa_v2_live_min": 0.7421741292934225, "iqa_v2_live_max": 0.7421741292934225, "iqa_v2_csiq_mean": 0.844059407711029, "iqa_v2_csiq_min": 0.844059407711029, "iqa_v2_csiq_max": 0.844059407711029, "iqa_v2_tid2013_mean": 0.5131800439622667, "iqa_v2_tid2013_min": 0.5131800439622667, "iqa_v2_tid2013_max": 0.5131800439622667, "iqa_v2_kadid10k_mean": 0.604400634765625, "iqa_v2_kadid10k_min": 0.604400634765625, "iqa_v2_kadid10k_max": 0.604400634765625, "iqa_v2_flive_mean": 0.6689049306541983, "iqa_v2_flive_min": 0.6689049306541983, "iqa_v2_flive_max": 0.6689049306541983, "iqa_v2_spaq_mean": 0.5915074203953599, "iqa_v2_spaq_min": 0.5915074203953599, "iqa_v2_spaq_max": 0.5915074203953599, "iqa_v2_clive_mean": 0.5323326419098209, "iqa_v2_clive_min": 0.5323326419098209, "iqa_v2_clive_max": 0.5323326419098209, "iqa_v2_koniq10k_mean": 0.609938534823331, "iqa_v2_koniq10k_min": 0.609938534823331, "iqa_v2_koniq10k_max": 0.609938534823331, "imdecont": { "jpg": 0.2913699150085449 }, "imdecont_image_match": { "jpg": 181174 }, "imdecont_max": 0.2913699150085449, "imdecont_mean": 0.2913699150085449, "imdecont_min": 0.2913699150085449, "clip_score_clip_vitl14_224_prev_turn_only_min": 23.75, "clip_score_clip_vitl14_224_prev_turn_only_mean": 23.75, "clip_score_clip_vitl14_224_prev_turn_only_max": 23.75, "clip_score_dfn_public_prev_turn_only_min": 1.8896484375, "clip_score_dfn_public_prev_turn_only_mean": 1.8896484375, "clip_score_dfn_public_prev_turn_only_max": 1.8896484375, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.25, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.25, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.25, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.015625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.015625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.015625, "clip_score_clip_vitl14_224_next_turn_only_min": 15.9765625, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.9765625, "clip_score_clip_vitl14_224_next_turn_only_max": 15.9765625, "clip_score_dfn_public_next_turn_only_min": 0.45556640625, "clip_score_dfn_public_next_turn_only_mean": 0.45556640625, "clip_score_dfn_public_next_turn_only_max": 0.45556640625, "clip_score_siglip2_b16_224_next_turn_only_min": -7.1796875, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.1796875, "clip_score_siglip2_b16_224_next_turn_only_max": -7.1796875, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.78125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.78125, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.78125, "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": 1.99609375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.99609375, "clip_score_dfn_public_prev_and_next_turn_max": 1.99609375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.171875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 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": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 907.99 }, "im_clarity_mean": 907.99, "im_clarity_min": 907.99, "im_clarity_max": 907.99, "im_luma": { "jpg": 104.09 }, "im_luma_mean": 104.09, "im_luma_min": 104.09, "im_luma_max": 104.09, "im_saturation": { "jpg": 88.63 }, "im_saturation_mean": 88.63, "im_saturation_min": 88.63, "im_saturation_max": 88.63, "im_entropy": { "jpg": 7.46 }, "im_entropy_mean": 7.46, "im_entropy_min": 7.46, "im_entropy_max": 7.46, "unifilter_score_qwen2_5_1_5b": -1.3017578125, "unifilter_score_qwen3_0_6b": -0.59521484375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.7527848283445914, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.040015397459833575, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 0.03276587862708674, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9276803731918335, "language_detection_annotation_nllb_1_lan": "hi", "language_detection_annotation_nllb_1_score": 0.006116451695561409, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.006102575920522213, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.6799933910369873, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.5042955279350281, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9283730387687683, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9930717349052429, "text_quality_dolma3_fasttext_score": 0.9999518394470215, "custom_fasttext_val_fasttext_score": 9.298324584960938e-06, "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": 10.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 4.0 }, "234": { "detoxify": 0, "length_chars": 146, "length_tokens": 1872, "length_tokens_text_only": 81, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.8277170585863518, "iqa_live_min": 0.8277170585863518, "iqa_live_max": 0.8277170585863518, "iqa_csiq_mean": 0.867496907711029, "iqa_csiq_min": 0.867496907711029, "iqa_csiq_max": 0.867496907711029, "iqa_tid2013_mean": 0.6166821055942111, "iqa_tid2013_min": 0.6166821055942111, "iqa_tid2013_max": 0.6166821055942111, "iqa_kadid10k_mean": 0.4970703125, "iqa_kadid10k_min": 0.4970703125, "iqa_kadid10k_max": 0.4970703125, "iqa_flive_mean": 0.7154642740885417, "iqa_flive_min": 0.7154642740885417, "iqa_flive_max": 0.7154642740885417, "iqa_spaq_mean": 0.7157971931226327, "iqa_spaq_min": 0.7157971931226327, "iqa_spaq_max": 0.7157971931226327, "iqa_clive_mean": 0.6955665048926768, "iqa_clive_min": 0.6955665048926768, "iqa_clive_max": 0.6955665048926768, "iqa_koniq10k_mean": 0.6636001124526516, "iqa_koniq10k_min": 0.6636001124526516, "iqa_koniq10k_max": 0.6636001124526516, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9110034499627673 }, { "lang": "fr", "score": 0.013740260455809238 }, { "lang": "tl", "score": 0.009909105070067627 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9544297456741333 }, { "lang": "id", "score": 0.0030045092571526766 }, { "lang": "nl", "score": 0.0024719168432056904 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.8277170585863518, "iqa_v2_live_min": 0.8277170585863518, "iqa_v2_live_max": 0.8277170585863518, "iqa_v2_csiq_mean": 0.867496907711029, "iqa_v2_csiq_min": 0.867496907711029, "iqa_v2_csiq_max": 0.867496907711029, "iqa_v2_tid2013_mean": 0.6166821055942111, "iqa_v2_tid2013_min": 0.6166821055942111, "iqa_v2_tid2013_max": 0.6166821055942111, "iqa_v2_kadid10k_mean": 0.4971923828125, "iqa_v2_kadid10k_min": 0.4971923828125, "iqa_v2_kadid10k_max": 0.4971923828125, "iqa_v2_flive_mean": 0.7154642740885417, "iqa_v2_flive_min": 0.7154642740885417, "iqa_v2_flive_max": 0.7154642740885417, "iqa_v2_spaq_mean": 0.7157971931226327, "iqa_v2_spaq_min": 0.7157971931226327, "iqa_v2_spaq_max": 0.7157971931226327, "iqa_v2_clive_mean": 0.6957243331755051, "iqa_v2_clive_min": 0.6957243331755051, "iqa_v2_clive_max": 0.6957243331755051, "iqa_v2_koniq10k_mean": 0.6639157690183082, "iqa_v2_koniq10k_min": 0.6639157690183082, "iqa_v2_koniq10k_max": 0.6639157690183082, "imdecont": { "jpg": 0.29810845851898193 }, "imdecont_image_match": { "jpg": 265997 }, "imdecont_max": 0.29810845851898193, "imdecont_mean": 0.29810845851898193, "imdecont_min": 0.29810845851898193, "clip_score_clip_vitl14_224_prev_turn_only_min": 26.09375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 26.09375, "clip_score_clip_vitl14_224_prev_turn_only_max": 26.09375, "clip_score_dfn_public_prev_turn_only_min": 3.22265625, "clip_score_dfn_public_prev_turn_only_mean": 3.22265625, "clip_score_dfn_public_prev_turn_only_max": 3.22265625, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.40625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.40625, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.40625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 20.984375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 20.984375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 20.984375, "clip_score_clip_vitl14_224_next_turn_only_min": 17.71875, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.71875, "clip_score_clip_vitl14_224_next_turn_only_max": 17.71875, "clip_score_dfn_public_next_turn_only_min": -0.185791015625, "clip_score_dfn_public_next_turn_only_mean": -0.185791015625, "clip_score_dfn_public_next_turn_only_max": -0.185791015625, "clip_score_siglip2_b16_224_next_turn_only_min": -9.625, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.625, "clip_score_siglip2_b16_224_next_turn_only_max": -9.625, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.6484375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.6484375, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.6484375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.59375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.59375, "clip_score_dfn_public_prev_and_next_turn_min": 3.111328125, "clip_score_dfn_public_prev_and_next_turn_mean": 3.111328125, "clip_score_dfn_public_prev_and_next_turn_max": 3.111328125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.328125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.328125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.328125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 20.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 20.640625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 20.640625, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 5496.19 }, "im_clarity_mean": 5496.19, "im_clarity_min": 5496.19, "im_clarity_max": 5496.19, "im_luma": { "jpg": 186.91 }, "im_luma_mean": 186.91, "im_luma_min": 186.91, "im_luma_max": 186.91, "im_saturation": { "jpg": 26.1 }, "im_saturation_mean": 26.1, "im_saturation_min": 26.1, "im_saturation_max": 26.1, "im_entropy": { "jpg": 6.91 }, "im_entropy_mean": 6.91, "im_entropy_min": 6.91, "im_entropy_max": 6.91, "unifilter_score_qwen2_5_1_5b": 0.9443359375, "unifilter_score_qwen3_0_6b": -2.126953125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9110034499627673, "language_detection_annotation_lingua_1_lan": "fr", "language_detection_annotation_lingua_1_score": 0.013740260455809238, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.009909105070067627, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9544297456741333, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.0030045092571526766, "language_detection_annotation_nllb_2_lan": "nl", "language_detection_annotation_nllb_2_score": 0.0024719168432056904, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.5031011700630188, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.3874044716358185, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9141618609428406, "text_quality_nvidia_edu_nemotron4_score": 0.1248779296875, "text_quality_nvidia_edu_mixtral_score": 0.050994873046875, "text_quality_dclmbaseline_fasttext_score": 0.24940621852874756, "text_quality_dolma3_fasttext_score": 0.08535796403884888, "custom_fasttext_val_fasttext_score": 0.0, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0002944469451904297, "custom_fasttext_core_clean_fasttext_score": 2.110004425048828e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 10.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 9.0 }, "255": { "detoxify": 1, "length_chars": 129, "length_tokens": 1864, "length_tokens_text_only": 72, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6861450888893821, "iqa_live_min": 0.6861450888893821, "iqa_live_max": 0.6861450888893821, "iqa_csiq_mean": 0.778385579586029, "iqa_csiq_min": 0.778385579586029, "iqa_csiq_max": 0.778385579586029, "iqa_tid2013_mean": 0.4984909163581, "iqa_tid2013_min": 0.4984909163581, "iqa_tid2013_max": 0.4984909163581, "iqa_kadid10k_mean": 0.52032470703125, "iqa_kadid10k_min": 0.52032470703125, "iqa_kadid10k_max": 0.52032470703125, "iqa_flive_mean": 0.7120709660077337, "iqa_flive_min": 0.7120709660077337, "iqa_flive_max": 0.7120709660077337, "iqa_spaq_mean": 0.6192062840317235, "iqa_spaq_min": 0.6192062840317235, "iqa_spaq_max": 0.6192062840317235, "iqa_clive_mean": 0.5393954575663865, "iqa_clive_min": 0.5393954575663865, "iqa_clive_max": 0.5393954575663865, "iqa_koniq10k_mean": 0.6279309590657552, "iqa_koniq10k_min": 0.6279309590657552, "iqa_koniq10k_max": 0.6279309590657552, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9893425427367283 }, { "lang": "tl", "score": 0.00863495499896858 }, { "lang": "nl", "score": 0.0004742756942100818 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9585286378860474 }, { "lang": "de", "score": 0.0023585644084960222 }, { "lang": "ru", "score": 0.0019455290166661143 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6863029171722104, "iqa_v2_live_min": 0.6863029171722104, "iqa_v2_live_max": 0.6863029171722104, "iqa_v2_csiq_mean": 0.778385579586029, "iqa_v2_csiq_min": 0.778385579586029, "iqa_v2_csiq_max": 0.778385579586029, "iqa_v2_tid2013_mean": 0.49851126141018337, "iqa_v2_tid2013_min": 0.49851126141018337, "iqa_v2_tid2013_max": 0.49851126141018337, "iqa_v2_kadid10k_mean": 0.52032470703125, "iqa_v2_kadid10k_min": 0.52032470703125, "iqa_v2_kadid10k_max": 0.52032470703125, "iqa_v2_flive_mean": 0.7121104230784407, "iqa_v2_flive_min": 0.7121104230784407, "iqa_v2_flive_max": 0.7121104230784407, "iqa_v2_spaq_mean": 0.6192062840317235, "iqa_v2_spaq_min": 0.6192062840317235, "iqa_v2_spaq_max": 0.6192062840317235, "iqa_v2_clive_mean": 0.5394743717078007, "iqa_v2_clive_min": 0.5394743717078007, "iqa_v2_clive_max": 0.5394743717078007, "iqa_v2_koniq10k_mean": 0.6280887873485835, "iqa_v2_koniq10k_min": 0.6280887873485835, "iqa_v2_koniq10k_max": 0.6280887873485835, "imdecont": { "jpg": 0.2672232389450073 }, "imdecont_image_match": { "jpg": 265885 }, "imdecont_max": 0.2672232389450073, "imdecont_mean": 0.2672232389450073, "imdecont_min": 0.2672232389450073, "clip_score_clip_vitl14_224_prev_turn_only_min": 35.0625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 35.0625, "clip_score_clip_vitl14_224_prev_turn_only_max": 35.0625, "clip_score_dfn_public_prev_turn_only_min": 1.6875, "clip_score_dfn_public_prev_turn_only_mean": 1.6875, "clip_score_dfn_public_prev_turn_only_max": 1.6875, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.40625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.40625, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.40625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 31.390625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 31.390625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 31.390625, "clip_score_clip_vitl14_224_next_turn_only_min": 17.9375, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.9375, "clip_score_clip_vitl14_224_next_turn_only_max": 17.9375, "clip_score_dfn_public_next_turn_only_min": 0.07916259765625, "clip_score_dfn_public_next_turn_only_mean": 0.07916259765625, "clip_score_dfn_public_next_turn_only_max": 0.07916259765625, "clip_score_siglip2_b16_224_next_turn_only_min": -8.171875, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.171875, "clip_score_siglip2_b16_224_next_turn_only_max": -8.171875, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.8359375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.8359375, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.8359375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 33.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 33.65625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 33.65625, "clip_score_dfn_public_prev_and_next_turn_min": 1.8115234375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.8115234375, "clip_score_dfn_public_prev_and_next_turn_max": 1.8115234375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.859375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.859375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.859375, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 31.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 31.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 31.03125, "im_height": { "jpg": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1581.54 }, "im_clarity_mean": 1581.54, "im_clarity_min": 1581.54, "im_clarity_max": 1581.54, "im_luma": { "jpg": 117.75 }, "im_luma_mean": 117.75, "im_luma_min": 117.75, "im_luma_max": 117.75, "im_saturation": { "jpg": 145.09 }, "im_saturation_mean": 145.09, "im_saturation_min": 145.09, "im_saturation_max": 145.09, "im_entropy": { "jpg": 7.61 }, "im_entropy_mean": 7.61, "im_entropy_min": 7.61, "im_entropy_max": 7.61, "unifilter_score_qwen2_5_1_5b": -1.779296875, "unifilter_score_qwen3_0_6b": 0.47021484375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9893425427367283, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.00863495499896858, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.0004742756942100818, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9585286378860474, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.0023585644084960222, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.0019455290166661143, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8239614963531494, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.45371195673942566, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.7498458027839661, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.1357421875, "text_quality_dclmbaseline_fasttext_score": 0.8637255430221558, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 6.198883056640625e-06, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 8.344650268554688e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.1875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.59375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.59375, "within_sample_repetition_detection": 9.0 }, "253": { "detoxify": 1, "length_chars": 127, "length_tokens": 1866, "length_tokens_text_only": 74, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7377549373742306, "iqa_live_min": 0.7377549373742306, "iqa_live_max": 0.7377549373742306, "iqa_csiq_mean": 0.934147298336029, "iqa_csiq_min": 0.934147298336029, "iqa_csiq_max": 0.934147298336029, "iqa_tid2013_mean": 0.5139124658372667, "iqa_tid2013_min": 0.5139124658372667, "iqa_tid2013_max": 0.5139124658372667, "iqa_kadid10k_mean": 0.702789306640625, "iqa_kadid10k_min": 0.702789306640625, "iqa_kadid10k_max": 0.702789306640625, "iqa_flive_mean": 0.7143989331794508, "iqa_flive_min": 0.7143989331794508, "iqa_flive_max": 0.7143989331794508, "iqa_spaq_mean": 0.7603047688802084, "iqa_spaq_min": 0.7603047688802084, "iqa_spaq_max": 0.7603047688802084, "iqa_clive_mean": 0.7497016059027778, "iqa_clive_min": 0.7497016059027778, "iqa_clive_max": 0.7497016059027778, "iqa_koniq10k_mean": 0.733044556897096, "iqa_koniq10k_min": 0.733044556897096, "iqa_koniq10k_max": 0.733044556897096, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9777511439782595 }, { "lang": "nb", "score": 0.005793153042439696 }, { "lang": "tl", "score": 0.0025739282776506087 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9312487840652466 }, { "lang": "nl", "score": 0.0046702539548277855 }, { "lang": "id", "score": 0.003920899238437414 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7377549373742306, "iqa_v2_live_min": 0.7377549373742306, "iqa_v2_live_max": 0.7377549373742306, "iqa_v2_csiq_mean": 0.934147298336029, "iqa_v2_csiq_min": 0.934147298336029, "iqa_v2_csiq_max": 0.934147298336029, "iqa_v2_tid2013_mean": 0.5139124658372667, "iqa_v2_tid2013_min": 0.5139124658372667, "iqa_v2_tid2013_max": 0.5139124658372667, "iqa_v2_kadid10k_mean": 0.702789306640625, "iqa_v2_kadid10k_min": 0.702789306640625, "iqa_v2_kadid10k_max": 0.702789306640625, "iqa_v2_flive_mean": 0.7143989331794508, "iqa_v2_flive_min": 0.7143989331794508, "iqa_v2_flive_max": 0.7143989331794508, "iqa_v2_spaq_mean": 0.7603047688802084, "iqa_v2_spaq_min": 0.7603047688802084, "iqa_v2_spaq_max": 0.7603047688802084, "iqa_v2_clive_mean": 0.7497016059027778, "iqa_v2_clive_min": 0.7497016059027778, "iqa_v2_clive_max": 0.7497016059027778, "iqa_v2_koniq10k_mean": 0.733044556897096, "iqa_v2_koniq10k_min": 0.733044556897096, "iqa_v2_koniq10k_max": 0.733044556897096, "imdecont": { "jpg": 0.21552801132202148 }, "imdecont_image_match": { "jpg": 108297 }, "imdecont_max": 0.21552801132202148, "imdecont_mean": 0.21552801132202148, "imdecont_min": 0.21552801132202148, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.140625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.140625, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.140625, "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": 3.265625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.265625, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.265625, "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": 14.5, "clip_score_clip_vitl14_224_next_turn_only_mean": 14.5, "clip_score_clip_vitl14_224_next_turn_only_max": 14.5, "clip_score_dfn_public_next_turn_only_min": -0.0501708984375, "clip_score_dfn_public_next_turn_only_mean": -0.0501708984375, "clip_score_dfn_public_next_turn_only_max": -0.0501708984375, "clip_score_siglip2_b16_224_next_turn_only_min": -8.53125, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.53125, "clip_score_siglip2_b16_224_next_turn_only_max": -8.53125, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.5234375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.5234375, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.5234375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 23.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 23.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 23.5625, "clip_score_dfn_public_prev_and_next_turn_min": 1.6748046875, "clip_score_dfn_public_prev_and_next_turn_mean": 1.6748046875, "clip_score_dfn_public_prev_and_next_turn_max": 1.6748046875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.796875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.796875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.796875, "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": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 267 }, "im_width_mean": 267.0, "im_width_min": 267, "im_width_max": 267, "im_ar": { "jpg": 0.6675 }, "im_ar_mean": 0.6675, "im_ar_min": 0.6675, "im_ar_max": 0.6675, "im_kilobytes": { "jpg": 312.89 }, "im_kilobytes_mean": 312.89, "im_kilobytes_min": 312.89, "im_kilobytes_max": 312.89, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3965.57 }, "im_clarity_mean": 3965.57, "im_clarity_min": 3965.57, "im_clarity_max": 3965.57, "im_luma": { "jpg": 93.24 }, "im_luma_mean": 93.24, "im_luma_min": 93.24, "im_luma_max": 93.24, "im_saturation": { "jpg": 64.83 }, "im_saturation_mean": 64.83, "im_saturation_min": 64.83, "im_saturation_max": 64.83, "im_entropy": { "jpg": 7.43 }, "im_entropy_mean": 7.43, "im_entropy_min": 7.43, "im_entropy_max": 7.43, "unifilter_score_qwen2_5_1_5b": -0.509765625, "unifilter_score_qwen3_0_6b": -0.406005859375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9777511439782595, "language_detection_annotation_lingua_1_lan": "nb", "language_detection_annotation_lingua_1_score": 0.005793153042439696, "language_detection_annotation_lingua_2_lan": "tl", "language_detection_annotation_lingua_2_score": 0.0025739282776506087, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9312487840652466, "language_detection_annotation_nllb_1_lan": "nl", "language_detection_annotation_nllb_1_score": 0.0046702539548277855, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.003920899238437414, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8926682472229004, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.36131688952445984, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9933358430862427, "text_quality_nvidia_edu_nemotron4_score": 0.1060791015625, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9995439052581787, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 3.910064697265625e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 4.172325134277344e-06, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.0625, "within_sample_repetition_detection": 10.0 }, "259": { "detoxify": 0, "length_chars": 101, "length_tokens": 3399, "length_tokens_text_only": 72, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.6503180686873619, "iqa_live_min": 0.6503180686873619, "iqa_live_max": 0.6503180686873619, "iqa_csiq_mean": 0.828678548336029, "iqa_csiq_min": 0.828678548336029, "iqa_csiq_max": 0.828678548336029, "iqa_tid2013_mean": 0.4149676958719889, "iqa_tid2013_min": 0.4149676958719889, "iqa_tid2013_max": 0.4149676958719889, "iqa_kadid10k_mean": 0.3214111328125, "iqa_kadid10k_min": 0.3214111328125, "iqa_kadid10k_max": 0.3214111328125, "iqa_flive_mean": 0.6788875695430872, "iqa_flive_min": 0.6788875695430872, "iqa_flive_max": 0.6788875695430872, "iqa_spaq_mean": 0.5601390491832386, "iqa_spaq_min": 0.5601390491832386, "iqa_spaq_max": 0.5601390491832386, "iqa_clive_mean": 0.6167313161522452, "iqa_clive_min": 0.6167313161522452, "iqa_clive_max": 0.6167313161522452, "iqa_koniq10k_mean": 0.6056771711869674, "iqa_koniq10k_min": 0.6056771711869674, "iqa_koniq10k_max": 0.6056771711869674, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.8573237323418017 }, { "lang": "tl", "score": 0.04146181150062435 }, { "lang": "la", "score": 0.013722222957713056 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.6903748512268066 }, { "lang": "it", "score": 0.02420334704220295 }, { "lang": "fr", "score": 0.02269221842288971 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.6503180686873619, "iqa_v2_live_min": 0.6503180686873619, "iqa_v2_live_max": 0.6503180686873619, "iqa_v2_csiq_mean": 0.828678548336029, "iqa_v2_csiq_min": 0.828678548336029, "iqa_v2_csiq_max": 0.828678548336029, "iqa_v2_tid2013_mean": 0.4149676958719889, "iqa_v2_tid2013_min": 0.4149676958719889, "iqa_v2_tid2013_max": 0.4149676958719889, "iqa_v2_kadid10k_mean": 0.3214111328125, "iqa_v2_kadid10k_min": 0.3214111328125, "iqa_v2_kadid10k_max": 0.3214111328125, "iqa_v2_flive_mean": 0.6788875695430872, "iqa_v2_flive_min": 0.6788875695430872, "iqa_v2_flive_max": 0.6788875695430872, "iqa_v2_spaq_mean": 0.5601390491832386, "iqa_v2_spaq_min": 0.5601390491832386, "iqa_v2_spaq_max": 0.5601390491832386, "iqa_v2_clive_mean": 0.6167313161522452, "iqa_v2_clive_min": 0.6167313161522452, "iqa_v2_clive_max": 0.6167313161522452, "iqa_v2_koniq10k_mean": 0.6056771711869674, "iqa_v2_koniq10k_min": 0.6056771711869674, "iqa_v2_koniq10k_max": 0.6056771711869674, "imdecont": { "jpg": 0.2318791151046753 }, "imdecont_image_match": { "jpg": 180134 }, "imdecont_max": 0.2318791151046753, "imdecont_mean": 0.2318791151046753, "imdecont_min": 0.2318791151046753, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.421875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.421875, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.421875, "clip_score_dfn_public_prev_turn_only_min": 1.4599609375, "clip_score_dfn_public_prev_turn_only_mean": 1.4599609375, "clip_score_dfn_public_prev_turn_only_max": 1.4599609375, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.875, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 21.6875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 21.6875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 21.6875, "clip_score_clip_vitl14_224_next_turn_only_min": 15.28125, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.28125, "clip_score_clip_vitl14_224_next_turn_only_max": 15.28125, "clip_score_dfn_public_next_turn_only_min": 0.74853515625, "clip_score_dfn_public_next_turn_only_mean": 0.74853515625, "clip_score_dfn_public_next_turn_only_max": 0.74853515625, "clip_score_siglip2_b16_224_next_turn_only_min": -9.984375, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.984375, "clip_score_siglip2_b16_224_next_turn_only_max": -9.984375, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.296875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.296875, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.296875, "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": 1.47265625, "clip_score_dfn_public_prev_and_next_turn_mean": 1.47265625, "clip_score_dfn_public_prev_and_next_turn_max": 1.47265625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.734375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.734375, "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": 412 }, "im_height_mean": 412.0, "im_height_min": 412, "im_height_max": 412, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.335 }, "im_ar_mean": 1.335, "im_ar_min": 1.335, "im_ar_max": 1.335, "im_kilobytes": { "jpg": 663.87 }, "im_kilobytes_mean": 663.87, "im_kilobytes_min": 663.87, "im_kilobytes_max": 663.87, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 7682.12 }, "im_clarity_mean": 7682.12, "im_clarity_min": 7682.12, "im_clarity_max": 7682.12, "im_luma": { "jpg": 186.36 }, "im_luma_mean": 186.36, "im_luma_min": 186.36, "im_luma_max": 186.36, "im_saturation": { "jpg": 0.0 }, "im_saturation_mean": 0.0, "im_saturation_min": 0.0, "im_saturation_max": 0.0, "im_entropy": { "jpg": 6.59 }, "im_entropy_mean": 6.59, "im_entropy_min": 6.59, "im_entropy_max": 6.59, "unifilter_score_qwen2_5_1_5b": -0.73095703125, "unifilter_score_qwen3_0_6b": -0.10516357421875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.8573237323418017, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.04146181150062435, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.013722222957713056, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.6903748512268066, "language_detection_annotation_nllb_1_lan": "it", "language_detection_annotation_nllb_1_score": 0.02420334704220295, "language_detection_annotation_nllb_2_lan": "fr", "language_detection_annotation_nllb_2_score": 0.02269221842288971, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8439059853553772, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.5546013116836548, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9985983967781067, "text_quality_nvidia_edu_nemotron4_score": 0.2020263671875, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.983032763004303, "text_quality_dolma3_fasttext_score": 0.4993613362312317, "custom_fasttext_val_fasttext_score": 3.647804260253906e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0001793503761291504, "custom_fasttext_core_clean_fasttext_score": 1.1920928955078125e-06, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.125, "within_sample_repetition_detection": 8.0 }, "249": { "detoxify": 1, "length_chars": 174, "length_tokens": 1882, "length_tokens_text_only": 91, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7484872606065538, "iqa_live_min": 0.7484872606065538, "iqa_live_max": 0.7484872606065538, "iqa_csiq_mean": 0.926823079586029, "iqa_csiq_min": 0.926823079586029, "iqa_csiq_max": 0.926823079586029, "iqa_tid2013_mean": 0.5533683035108778, "iqa_tid2013_min": 0.5533683035108778, "iqa_tid2013_max": 0.5533683035108778, "iqa_kadid10k_mean": 0.67535400390625, "iqa_kadid10k_min": 0.67535400390625, "iqa_kadid10k_max": 0.67535400390625, "iqa_flive_mean": 0.6912376326744003, "iqa_flive_min": 0.6912376326744003, "iqa_flive_max": 0.6912376326744003, "iqa_spaq_mean": 0.5793546426175821, "iqa_spaq_min": 0.5793546426175821, "iqa_spaq_max": 0.5793546426175821, "iqa_clive_mean": 0.6126277807987098, "iqa_clive_min": 0.6126277807987098, "iqa_clive_max": 0.6126277807987098, "iqa_koniq10k_mean": 0.6541304154829546, "iqa_koniq10k_min": 0.6541304154829546, "iqa_koniq10k_max": 0.6541304154829546, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "nl", "score": 1.3360223081610143e-17 }, { "lang": "de", "score": 5.3026289977967595e-18 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9244850277900696 }, { "lang": "id", "score": 0.004128894302994013 }, { "lang": "ru", "score": 0.004081614315509796 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7484872606065538, "iqa_v2_live_min": 0.7484872606065538, "iqa_v2_live_max": 0.7484872606065538, "iqa_v2_csiq_mean": 0.926823079586029, "iqa_v2_csiq_min": 0.926823079586029, "iqa_v2_csiq_max": 0.926823079586029, "iqa_v2_tid2013_mean": 0.5533140500386555, "iqa_v2_tid2013_min": 0.5533140500386555, "iqa_v2_tid2013_max": 0.5533140500386555, "iqa_v2_kadid10k_mean": 0.67535400390625, "iqa_v2_kadid10k_min": 0.67535400390625, "iqa_v2_kadid10k_max": 0.67535400390625, "iqa_v2_flive_mean": 0.6912376326744003, "iqa_v2_flive_min": 0.6912376326744003, "iqa_v2_flive_max": 0.6912376326744003, "iqa_v2_spaq_mean": 0.5794335567589962, "iqa_v2_spaq_min": 0.5794335567589962, "iqa_v2_spaq_max": 0.5794335567589962, "iqa_v2_clive_mean": 0.6126277807987098, "iqa_v2_clive_min": 0.6126277807987098, "iqa_v2_clive_max": 0.6126277807987098, "iqa_v2_koniq10k_mean": 0.6542882437657829, "iqa_v2_koniq10k_min": 0.6542882437657829, "iqa_v2_koniq10k_max": 0.6542882437657829, "imdecont": { "jpg": 0.34992682933807373 }, "imdecont_image_match": { "jpg": 262303 }, "imdecont_max": 0.34992682933807373, "imdecont_mean": 0.34992682933807373, "imdecont_min": 0.34992682933807373, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.25, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.25, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.25, "clip_score_dfn_public_prev_turn_only_min": 2.201171875, "clip_score_dfn_public_prev_turn_only_mean": 2.201171875, "clip_score_dfn_public_prev_turn_only_max": 2.201171875, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.21875, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.21875, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.21875, "clip_score_longclip_vitl14_224_prev_turn_only_min": 23.578125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 23.578125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 23.578125, "clip_score_clip_vitl14_224_next_turn_only_min": 16.4375, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.4375, "clip_score_clip_vitl14_224_next_turn_only_max": 16.4375, "clip_score_dfn_public_next_turn_only_min": 0.38916015625, "clip_score_dfn_public_next_turn_only_mean": 0.38916015625, "clip_score_dfn_public_next_turn_only_max": 0.38916015625, "clip_score_siglip2_b16_224_next_turn_only_min": -9.2421875, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.2421875, "clip_score_siglip2_b16_224_next_turn_only_max": -9.2421875, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.734375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.734375, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.734375, "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": 2.171875, "clip_score_dfn_public_prev_and_next_turn_mean": 2.171875, "clip_score_dfn_public_prev_and_next_turn_max": 2.171875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.3125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.3125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 23.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 23.578125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 23.578125, "im_height": { "jpg": 800 }, "im_height_mean": 800.0, "im_height_min": 800, "im_height_max": 800, "im_width": { "jpg": 551 }, "im_width_mean": 551.0, "im_width_min": 551, "im_width_max": 551, "im_ar": { "jpg": 0.6887 }, "im_ar_mean": 0.6887, "im_ar_min": 0.6887, "im_ar_max": 0.6887, "im_kilobytes": { "jpg": 1291.41 }, "im_kilobytes_mean": 1291.41, "im_kilobytes_min": 1291.41, "im_kilobytes_max": 1291.41, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2044.31 }, "im_clarity_mean": 2044.31, "im_clarity_min": 2044.31, "im_clarity_max": 2044.31, "im_luma": { "jpg": 67.03 }, "im_luma_mean": 67.03, "im_luma_min": 67.03, "im_luma_max": 67.03, "im_saturation": { "jpg": 79.93 }, "im_saturation_mean": 79.93, "im_saturation_min": 79.93, "im_saturation_max": 79.93, "im_entropy": { "jpg": 6.65 }, "im_entropy_mean": 6.65, "im_entropy_min": 6.65, "im_entropy_max": 6.65, "unifilter_score_qwen2_5_1_5b": 0.81982421875, "unifilter_score_qwen3_0_6b": -3.68359375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 1.0, "language_detection_annotation_lingua_1_lan": "nl", "language_detection_annotation_lingua_1_score": 1.3360223081610143e-17, "language_detection_annotation_lingua_2_lan": "de", "language_detection_annotation_lingua_2_score": 5.3026289977967595e-18, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9244850277900696, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.004128894302994013, "language_detection_annotation_nllb_2_lan": "ru", "language_detection_annotation_nllb_2_score": 0.004081614315509796, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.7010039687156677, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.7624530792236328, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9941142201423645, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.09527146816253662, "text_quality_dolma3_fasttext_score": 0.0001767277717590332, "custom_fasttext_val_fasttext_score": 0.00012564659118652344, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0018031001091003418, "custom_fasttext_core_clean_fasttext_score": 0.00041419267654418945, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.8125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 10.0 }, "238": { "detoxify": 0, "length_chars": 147, "length_tokens": 1869, "length_tokens_text_only": 78, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7388597353540285, "iqa_live_min": 0.7388597353540285, "iqa_live_max": 0.7388597353540285, "iqa_csiq_mean": 0.836002767086029, "iqa_csiq_min": 0.836002767086029, "iqa_csiq_max": 0.836002767086029, "iqa_tid2013_mean": 0.6230840153164333, "iqa_tid2013_min": 0.6230840153164333, "iqa_tid2013_max": 0.6230840153164333, "iqa_kadid10k_mean": 0.55950927734375, "iqa_kadid10k_min": 0.55950927734375, "iqa_kadid10k_max": 0.55950927734375, "iqa_flive_mean": 0.7115185670178347, "iqa_flive_min": 0.7115185670178347, "iqa_flive_max": 0.7115185670178347, "iqa_spaq_mean": 0.685336334536774, "iqa_spaq_min": 0.685336334536774, "iqa_spaq_max": 0.685336334536774, "iqa_clive_mean": 0.6564250907512627, "iqa_clive_min": 0.6564250907512627, "iqa_clive_max": 0.6564250907512627, "iqa_koniq10k_mean": 0.626668332803129, "iqa_koniq10k_min": 0.626668332803129, "iqa_koniq10k_max": 0.626668332803129, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9568567254984243 }, { "lang": "tl", "score": 0.016556124336426604 }, { "lang": "sv", "score": 0.0037224440417410972 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9491154551506042 }, { "lang": "id", "score": 0.0032256527338176966 }, { "lang": "de", "score": 0.0031826153863221407 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7388597353540285, "iqa_v2_live_min": 0.7388597353540285, "iqa_v2_live_max": 0.7388597353540285, "iqa_v2_csiq_mean": 0.836002767086029, "iqa_v2_csiq_min": 0.836002767086029, "iqa_v2_csiq_max": 0.836002767086029, "iqa_v2_tid2013_mean": 0.6230840153164333, "iqa_v2_tid2013_min": 0.6230840153164333, "iqa_v2_tid2013_max": 0.6230840153164333, "iqa_v2_kadid10k_mean": 0.55950927734375, "iqa_v2_kadid10k_min": 0.55950927734375, "iqa_v2_kadid10k_max": 0.55950927734375, "iqa_v2_flive_mean": 0.7114791099471276, "iqa_v2_flive_min": 0.7114791099471276, "iqa_v2_flive_max": 0.7114791099471276, "iqa_v2_spaq_mean": 0.685336334536774, "iqa_v2_spaq_min": 0.685336334536774, "iqa_v2_spaq_max": 0.685336334536774, "iqa_v2_clive_mean": 0.6564250907512627, "iqa_v2_clive_min": 0.6564250907512627, "iqa_v2_clive_max": 0.6564250907512627, "iqa_v2_koniq10k_mean": 0.626668332803129, "iqa_v2_koniq10k_min": 0.626668332803129, "iqa_v2_koniq10k_max": 0.626668332803129, "imdecont": { "jpg": 0.3450133800506592 }, "imdecont_image_match": { "jpg": 265788 }, "imdecont_max": 0.3450133800506592, "imdecont_mean": 0.3450133800506592, "imdecont_min": 0.3450133800506592, "clip_score_clip_vitl14_224_prev_turn_only_min": 32.75, "clip_score_clip_vitl14_224_prev_turn_only_mean": 32.75, "clip_score_clip_vitl14_224_prev_turn_only_max": 32.75, "clip_score_dfn_public_prev_turn_only_min": 3.6484375, "clip_score_dfn_public_prev_turn_only_mean": 3.6484375, "clip_score_dfn_public_prev_turn_only_max": 3.6484375, "clip_score_siglip2_b16_224_prev_turn_only_min": 5.59375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 5.59375, "clip_score_siglip2_b16_224_prev_turn_only_max": 5.59375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 32.03125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 32.03125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 32.03125, "clip_score_clip_vitl14_224_next_turn_only_min": 14.28125, "clip_score_clip_vitl14_224_next_turn_only_mean": 14.28125, "clip_score_clip_vitl14_224_next_turn_only_max": 14.28125, "clip_score_dfn_public_next_turn_only_min": -0.7216796875, "clip_score_dfn_public_next_turn_only_mean": -0.7216796875, "clip_score_dfn_public_next_turn_only_max": -0.7216796875, "clip_score_siglip2_b16_224_next_turn_only_min": -10.28125, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.28125, "clip_score_siglip2_b16_224_next_turn_only_max": -10.28125, "clip_score_longclip_vitl14_224_next_turn_only_min": 13.765625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 13.765625, "clip_score_longclip_vitl14_224_next_turn_only_max": 13.765625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 32.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 32.3125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 32.3125, "clip_score_dfn_public_prev_and_next_turn_min": 3.80859375, "clip_score_dfn_public_prev_and_next_turn_mean": 3.80859375, "clip_score_dfn_public_prev_and_next_turn_max": 3.80859375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 5.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 5.015625, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 5.015625, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 31.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 31.6875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 31.6875, "im_height": { "jpg": 369 }, "im_height_mean": 369.0, "im_height_min": 369, "im_height_max": 369, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.4905 }, "im_ar_mean": 1.4905, "im_ar_min": 1.4905, "im_ar_max": 1.4905, "im_kilobytes": { "jpg": 594.58 }, "im_kilobytes_mean": 594.58, "im_kilobytes_min": 594.58, "im_kilobytes_max": 594.58, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4784.72 }, "im_clarity_mean": 4784.72, "im_clarity_min": 4784.72, "im_clarity_max": 4784.72, "im_luma": { "jpg": 105.2 }, "im_luma_mean": 105.2, "im_luma_min": 105.2, "im_luma_max": 105.2, "im_saturation": { "jpg": 103.42 }, "im_saturation_mean": 103.42, "im_saturation_min": 103.42, "im_saturation_max": 103.42, "im_entropy": { "jpg": 7.51 }, "im_entropy_mean": 7.51, "im_entropy_min": 7.51, "im_entropy_max": 7.51, "unifilter_score_qwen2_5_1_5b": 0.1103515625, "unifilter_score_qwen3_0_6b": -4.08203125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9568567254984243, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.016556124336426604, "language_detection_annotation_lingua_2_lan": "sv", "language_detection_annotation_lingua_2_score": 0.0037224440417410972, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9491154551506042, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.0032256527338176966, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.0031826153863221407, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.9743250012397766, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.42199718952178955, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.922943115234375, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.0072817206382751465, "text_quality_dolma3_fasttext_score": 0.754575252532959, "custom_fasttext_val_fasttext_score": 0.0018382668495178223, "custom_fasttext_core_fasttext_score": 4.0531158447265625e-06, "custom_fasttext_val_clean_fasttext_score": 0.005730152130126953, "custom_fasttext_core_clean_fasttext_score": 0.002047598361968994, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.75, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0, "within_sample_repetition_detection": 9.0 }, "261": { "detoxify": 1, "length_chars": 97, "length_tokens": 3397, "length_tokens_text_only": 70, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.690564280808574, "iqa_live_min": 0.690564280808574, "iqa_live_max": 0.690564280808574, "iqa_csiq_mean": 0.829166829586029, "iqa_csiq_min": 0.829166829586029, "iqa_csiq_max": 0.829166829586029, "iqa_tid2013_mean": 0.5618860986497667, "iqa_tid2013_min": 0.5618860986497667, "iqa_tid2013_max": 0.5618860986497667, "iqa_kadid10k_mean": 0.622314453125, "iqa_kadid10k_min": 0.622314453125, "iqa_kadid10k_max": 0.622314453125, "iqa_flive_mean": 0.7025223548966225, "iqa_flive_min": 0.7025223548966225, "iqa_flive_max": 0.7025223548966225, "iqa_spaq_mean": 0.6971734557488952, "iqa_spaq_min": 0.6971734557488952, "iqa_spaq_max": 0.6971734557488952, "iqa_clive_mean": 0.6682622119633839, "iqa_clive_min": 0.6682622119633839, "iqa_clive_max": 0.6682622119633839, "iqa_koniq10k_mean": 0.6664410215435607, "iqa_koniq10k_min": 0.6664410215435607, "iqa_koniq10k_max": 0.6664410215435607, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.7858702068490895 }, { "lang": "tl", "score": 0.03267870728692202 }, { "lang": "da", "score": 0.0180229148471855 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8904721140861511 }, { "lang": "fr", "score": 0.012108005583286285 }, { "lang": "hi", "score": 0.0070801954716444016 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.690564280808574, "iqa_v2_live_min": 0.690564280808574, "iqa_v2_live_max": 0.690564280808574, "iqa_v2_csiq_mean": 0.829166829586029, "iqa_v2_csiq_min": 0.829166829586029, "iqa_v2_csiq_max": 0.829166829586029, "iqa_v2_tid2013_mean": 0.5618860986497667, "iqa_v2_tid2013_min": 0.5618860986497667, "iqa_v2_tid2013_max": 0.5618860986497667, "iqa_v2_kadid10k_mean": 0.622314453125, "iqa_v2_kadid10k_min": 0.622314453125, "iqa_v2_kadid10k_max": 0.622314453125, "iqa_v2_flive_mean": 0.7025223548966225, "iqa_v2_flive_min": 0.7025223548966225, "iqa_v2_flive_max": 0.7025223548966225, "iqa_v2_spaq_mean": 0.6971734557488952, "iqa_v2_spaq_min": 0.6971734557488952, "iqa_v2_spaq_max": 0.6971734557488952, "iqa_v2_clive_mean": 0.6682622119633839, "iqa_v2_clive_min": 0.6682622119633839, "iqa_v2_clive_max": 0.6682622119633839, "iqa_v2_koniq10k_mean": 0.6664410215435607, "iqa_v2_koniq10k_min": 0.6664410215435607, "iqa_v2_koniq10k_max": 0.6664410215435607, "imdecont": { "jpg": 0.2417515516281128 }, "imdecont_image_match": { "jpg": 209654 }, "imdecont_max": 0.2417515516281128, "imdecont_mean": 0.2417515516281128, "imdecont_min": 0.2417515516281128, "clip_score_clip_vitl14_224_prev_turn_only_min": 24.84375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 24.84375, "clip_score_clip_vitl14_224_prev_turn_only_max": 24.84375, "clip_score_dfn_public_prev_turn_only_min": 2.171875, "clip_score_dfn_public_prev_turn_only_mean": 2.171875, "clip_score_dfn_public_prev_turn_only_max": 2.171875, "clip_score_siglip2_b16_224_prev_turn_only_min": 2.34375, "clip_score_siglip2_b16_224_prev_turn_only_mean": 2.34375, "clip_score_siglip2_b16_224_prev_turn_only_max": 2.34375, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.609375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.609375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.609375, "clip_score_clip_vitl14_224_next_turn_only_min": 16.6875, "clip_score_clip_vitl14_224_next_turn_only_mean": 16.6875, "clip_score_clip_vitl14_224_next_turn_only_max": 16.6875, "clip_score_dfn_public_next_turn_only_min": 1.4931640625, "clip_score_dfn_public_next_turn_only_mean": 1.4931640625, "clip_score_dfn_public_next_turn_only_max": 1.4931640625, "clip_score_siglip2_b16_224_next_turn_only_min": -8.109375, "clip_score_siglip2_b16_224_next_turn_only_mean": -8.109375, "clip_score_siglip2_b16_224_next_turn_only_max": -8.109375, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.71875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.71875, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.71875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 24.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 24.90625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 24.90625, "clip_score_dfn_public_prev_and_next_turn_min": 1.984375, "clip_score_dfn_public_prev_and_next_turn_mean": 1.984375, "clip_score_dfn_public_prev_and_next_turn_max": 1.984375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 1.75, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 1.75, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 1.75, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 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": 412 }, "im_height_mean": 412.0, "im_height_min": 412, "im_height_max": 412, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.335 }, "im_ar_mean": 1.335, "im_ar_min": 1.335, "im_ar_max": 1.335, "im_kilobytes": { "jpg": 663.87 }, "im_kilobytes_mean": 663.87, "im_kilobytes_min": 663.87, "im_kilobytes_max": 663.87, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2712.3 }, "im_clarity_mean": 2712.3, "im_clarity_min": 2712.3, "im_clarity_max": 2712.3, "im_luma": { "jpg": 126.99 }, "im_luma_mean": 126.99, "im_luma_min": 126.99, "im_luma_max": 126.99, "im_saturation": { "jpg": 81.58 }, "im_saturation_mean": 81.58, "im_saturation_min": 81.58, "im_saturation_max": 81.58, "im_entropy": { "jpg": 7.04 }, "im_entropy_mean": 7.04, "im_entropy_min": 7.04, "im_entropy_max": 7.04, "unifilter_score_qwen2_5_1_5b": -0.33056640625, "unifilter_score_qwen3_0_6b": 2.9609375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.7858702068490895, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.03267870728692202, "language_detection_annotation_lingua_2_lan": "da", "language_detection_annotation_lingua_2_score": 0.0180229148471855, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8904721140861511, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.012108005583286285, "language_detection_annotation_nllb_2_lan": "hi", "language_detection_annotation_nllb_2_score": 0.0070801954716444016, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.9701584577560425, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.6490164995193481, "text_quality_nvidia_domain_label": "News", "text_quality_nvidia_domain_score": 0.9995684027671814, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.995201587677002, "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": 1.5735626220703125e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.0625, "within_sample_repetition_detection": 8.0 }, "263": { "detoxify": 1, "length_chars": 135, "length_tokens": 1868, "length_tokens_text_only": 76, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.5974061368691801, "iqa_live_min": 0.5974061368691801, "iqa_live_max": 0.5974061368691801, "iqa_csiq_mean": 0.819889485836029, "iqa_csiq_min": 0.819889485836029, "iqa_csiq_max": 0.819889485836029, "iqa_tid2013_mean": 0.4803770383199056, "iqa_tid2013_min": 0.4803770383199056, "iqa_tid2013_max": 0.4803770383199056, "iqa_kadid10k_mean": 0.588714599609375, "iqa_kadid10k_min": 0.588714599609375, "iqa_kadid10k_max": 0.588714599609375, "iqa_flive_mean": 0.6862660417653094, "iqa_flive_min": 0.6862660417653094, "iqa_flive_max": 0.6862660417653094, "iqa_spaq_mean": 0.5046525435014205, "iqa_spaq_min": 0.5046525435014205, "iqa_spaq_max": 0.5046525435014205, "iqa_clive_mean": 0.4702272126168916, "iqa_clive_min": 0.4702272126168916, "iqa_clive_max": 0.4702272126168916, "iqa_koniq10k_mean": 0.6389789003314394, "iqa_koniq10k_min": 0.6389789003314394, "iqa_koniq10k_max": 0.6389789003314394, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9784673110889721 }, { "lang": "tl", "score": 0.010682182875720522 }, { "lang": "nl", "score": 0.0032010764487696627 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9336223006248474 }, { "lang": "pt", "score": 0.005359928589314222 }, { "lang": "ro", "score": 0.005088846664875746 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.5973666797984729, "iqa_v2_live_min": 0.5973666797984729, "iqa_v2_live_max": 0.5973666797984729, "iqa_v2_csiq_mean": 0.819889485836029, "iqa_v2_csiq_min": 0.819889485836029, "iqa_v2_csiq_max": 0.819889485836029, "iqa_v2_tid2013_mean": 0.4803770383199056, "iqa_v2_tid2013_min": 0.4803770383199056, "iqa_v2_tid2013_max": 0.4803770383199056, "iqa_v2_kadid10k_mean": 0.588714599609375, "iqa_v2_kadid10k_min": 0.588714599609375, "iqa_v2_kadid10k_max": 0.588714599609375, "iqa_v2_flive_mean": 0.6862660417653094, "iqa_v2_flive_min": 0.6862660417653094, "iqa_v2_flive_max": 0.6862660417653094, "iqa_v2_spaq_mean": 0.5047067969736427, "iqa_v2_spaq_min": 0.5047067969736427, "iqa_v2_spaq_max": 0.5047067969736427, "iqa_v2_clive_mean": 0.47025187328608353, "iqa_v2_clive_min": 0.47025187328608353, "iqa_v2_clive_max": 0.47025187328608353, "iqa_v2_koniq10k_mean": 0.6389789003314394, "iqa_v2_koniq10k_min": 0.6389789003314394, "iqa_v2_koniq10k_max": 0.6389789003314394, "imdecont": { "jpg": 0.2649284601211548 }, "imdecont_image_match": { "jpg": 266027 }, "imdecont_max": 0.2649284601211548, "imdecont_mean": 0.2649284601211548, "imdecont_min": 0.2649284601211548, "clip_score_clip_vitl14_224_prev_turn_only_min": 27.15625, "clip_score_clip_vitl14_224_prev_turn_only_mean": 27.15625, "clip_score_clip_vitl14_224_prev_turn_only_max": 27.15625, "clip_score_dfn_public_prev_turn_only_min": 3.982421875, "clip_score_dfn_public_prev_turn_only_mean": 3.982421875, "clip_score_dfn_public_prev_turn_only_max": 3.982421875, "clip_score_siglip2_b16_224_prev_turn_only_min": 1.625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 1.625, "clip_score_siglip2_b16_224_prev_turn_only_max": 1.625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 24.671875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 24.671875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 24.671875, "clip_score_clip_vitl14_224_next_turn_only_min": 18.71875, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.71875, "clip_score_clip_vitl14_224_next_turn_only_max": 18.71875, "clip_score_dfn_public_next_turn_only_min": 1.271484375, "clip_score_dfn_public_next_turn_only_mean": 1.271484375, "clip_score_dfn_public_next_turn_only_max": 1.271484375, "clip_score_siglip2_b16_224_next_turn_only_min": -9.9609375, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.9609375, "clip_score_siglip2_b16_224_next_turn_only_max": -9.9609375, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.015625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.015625, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.015625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.34375, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.34375, "clip_score_dfn_public_prev_and_next_turn_min": 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": 2.09375, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.09375, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.09375, "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": 549 }, "im_height_mean": 549.0, "im_height_min": 549, "im_height_max": 549, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 1326.93 }, "im_kilobytes_mean": 1326.93, "im_kilobytes_min": 1326.93, "im_kilobytes_max": 1326.93, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2598.93 }, "im_clarity_mean": 2598.93, "im_clarity_min": 2598.93, "im_clarity_max": 2598.93, "im_luma": { "jpg": 177.86 }, "im_luma_mean": 177.86, "im_luma_min": 177.86, "im_luma_max": 177.86, "im_saturation": { "jpg": 63.22 }, "im_saturation_mean": 63.22, "im_saturation_min": 63.22, "im_saturation_max": 63.22, "im_entropy": { "jpg": 4.35 }, "im_entropy_mean": 4.35, "im_entropy_min": 4.35, "im_entropy_max": 4.35, "unifilter_score_qwen2_5_1_5b": -1.2255859375, "unifilter_score_qwen3_0_6b": -0.5537109375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9784673110889721, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.010682182875720522, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.0032010764487696627, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9336223006248474, "language_detection_annotation_nllb_1_lan": "pt", "language_detection_annotation_nllb_1_score": 0.005359928589314222, "language_detection_annotation_nllb_2_lan": "ro", "language_detection_annotation_nllb_2_score": 0.005088846664875746, "text_quality_weborganizer_topic_label": "Social Life", "text_quality_weborganizer_topic_score": 0.5126190185546875, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.3857090175151825, "text_quality_nvidia_domain_label": "People_and_Society", "text_quality_nvidia_domain_score": 0.69326251745224, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.010906517505645752, "text_quality_dolma3_fasttext_score": 0.005357980728149414, "custom_fasttext_val_fasttext_score": 6.73532485961914e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 9.78708267211914e-05, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 10.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 8.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.9375, "within_sample_repetition_detection": 8.0 }, "229": { "detoxify": 1, "length_chars": 162, "length_tokens": 1869, "length_tokens_text_only": 77, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7955200888893821, "iqa_live_min": 0.7955200888893821, "iqa_live_max": 0.7955200888893821, "iqa_csiq_mean": 0.843571126461029, "iqa_csiq_min": 0.843571126461029, "iqa_csiq_max": 0.843571126461029, "iqa_tid2013_mean": 0.5898266368442111, "iqa_tid2013_min": 0.5898266368442111, "iqa_tid2013_max": 0.5898266368442111, "iqa_kadid10k_mean": 0.5489501953125, "iqa_kadid10k_min": 0.5489501953125, "iqa_kadid10k_max": 0.5489501953125, "iqa_flive_mean": 0.7124655367148044, "iqa_flive_min": 0.7124655367148044, "iqa_flive_max": 0.7124655367148044, "iqa_spaq_mean": 0.6421702991832386, "iqa_spaq_min": 0.6421702991832386, "iqa_spaq_max": 0.6421702991832386, "iqa_clive_mean": 0.579799497970427, "iqa_clive_min": 0.579799497970427, "iqa_clive_max": 0.579799497970427, "iqa_koniq10k_mean": 0.6651783952809344, "iqa_koniq10k_min": 0.6651783952809344, "iqa_koniq10k_max": 0.6651783952809344, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9999999999999446 }, { "lang": "tl", "score": 5.53089662177689e-14 }, { "lang": "fr", "score": 4.515903665297319e-17 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8819711804389954 }, { "lang": "id", "score": 0.007535104174166918 }, { "lang": "th", "score": 0.005341141019016504 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7955200888893821, "iqa_v2_live_min": 0.7955200888893821, "iqa_v2_live_max": 0.7955200888893821, "iqa_v2_csiq_mean": 0.843571126461029, "iqa_v2_csiq_min": 0.843571126461029, "iqa_v2_csiq_max": 0.843571126461029, "iqa_v2_tid2013_mean": 0.5898266368442111, "iqa_v2_tid2013_min": 0.5898266368442111, "iqa_v2_tid2013_max": 0.5898266368442111, "iqa_v2_kadid10k_mean": 0.54901123046875, "iqa_v2_kadid10k_min": 0.54901123046875, "iqa_v2_kadid10k_max": 0.54901123046875, "iqa_v2_flive_mean": 0.7124655367148044, "iqa_v2_flive_min": 0.7124655367148044, "iqa_v2_flive_max": 0.7124655367148044, "iqa_v2_spaq_mean": 0.6421702991832386, "iqa_v2_spaq_min": 0.6421702991832386, "iqa_v2_spaq_max": 0.6421702991832386, "iqa_v2_clive_mean": 0.579799497970427, "iqa_v2_clive_min": 0.579799497970427, "iqa_v2_clive_max": 0.579799497970427, "iqa_v2_koniq10k_mean": 0.6651783952809344, "iqa_v2_koniq10k_min": 0.6651783952809344, "iqa_v2_koniq10k_max": 0.6651783952809344, "imdecont": { "jpg": 0.2702375650405884 }, "imdecont_image_match": { "jpg": 192111 }, "imdecont_max": 0.2702375650405884, "imdecont_mean": 0.2702375650405884, "imdecont_min": 0.2702375650405884, "clip_score_clip_vitl14_224_prev_turn_only_min": 35.3125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 35.3125, "clip_score_clip_vitl14_224_prev_turn_only_max": 35.3125, "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": 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": 31.21875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 31.21875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 31.21875, "clip_score_clip_vitl14_224_next_turn_only_min": 18.71875, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.71875, "clip_score_clip_vitl14_224_next_turn_only_max": 18.71875, "clip_score_dfn_public_next_turn_only_min": 0.268310546875, "clip_score_dfn_public_next_turn_only_mean": 0.268310546875, "clip_score_dfn_public_next_turn_only_max": 0.268310546875, "clip_score_siglip2_b16_224_next_turn_only_min": -7.1640625, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.1640625, "clip_score_siglip2_b16_224_next_turn_only_max": -7.1640625, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.125, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 35.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 35.5625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 35.5625, "clip_score_dfn_public_prev_and_next_turn_min": 3.12890625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.12890625, "clip_score_dfn_public_prev_and_next_turn_max": 3.12890625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 5.96875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 5.96875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 5.96875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 31.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 31.03125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 31.03125, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 2956.15 }, "im_clarity_mean": 2956.15, "im_clarity_min": 2956.15, "im_clarity_max": 2956.15, "im_luma": { "jpg": 107.2 }, "im_luma_mean": 107.2, "im_luma_min": 107.2, "im_luma_max": 107.2, "im_saturation": { "jpg": 58.49 }, "im_saturation_mean": 58.49, "im_saturation_min": 58.49, "im_saturation_max": 58.49, "im_entropy": { "jpg": 7.49 }, "im_entropy_mean": 7.49, "im_entropy_min": 7.49, "im_entropy_max": 7.49, "unifilter_score_qwen2_5_1_5b": -2.6015625, "unifilter_score_qwen3_0_6b": -1.1923828125, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9999999999999446, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 5.53089662177689e-14, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 4.515903665297319e-17, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8819711804389954, "language_detection_annotation_nllb_1_lan": "id", "language_detection_annotation_nllb_1_score": 0.007535104174166918, "language_detection_annotation_nllb_2_lan": "th", "language_detection_annotation_nllb_2_score": 0.005341141019016504, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.5247898101806641, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.9032341241836548, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9246227741241455, "text_quality_nvidia_edu_nemotron4_score": 0.01800537109375, "text_quality_nvidia_edu_mixtral_score": 0.055877685546875, "text_quality_dclmbaseline_fasttext_score": 0.041744351387023926, "text_quality_dolma3_fasttext_score": 0.9997053146362305, "custom_fasttext_val_fasttext_score": 4.839897155761719e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0005211234092712402, "custom_fasttext_core_clean_fasttext_score": 6.985664367675781e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.375, "within_sample_repetition_detection": 4.0 }, "254": { "detoxify": 1, "length_chars": 130, "length_tokens": 3400, "length_tokens_text_only": 72, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7286008969701901, "iqa_live_min": 0.7286008969701901, "iqa_live_max": 0.7286008969701901, "iqa_csiq_mean": 0.828678548336029, "iqa_csiq_min": 0.828678548336029, "iqa_csiq_max": 0.828678548336029, "iqa_tid2013_mean": 0.5421649614969889, "iqa_tid2013_min": 0.5421649614969889, "iqa_tid2013_max": 0.5421649614969889, "iqa_kadid10k_mean": 0.7232666015625, "iqa_kadid10k_min": 0.7232666015625, "iqa_kadid10k_max": 0.7232666015625, "iqa_flive_mean": 0.7183446402501579, "iqa_flive_min": 0.7183446402501579, "iqa_flive_max": 0.7183446402501579, "iqa_spaq_mean": 0.5719367133246528, "iqa_spaq_min": 0.5719367133246528, "iqa_spaq_max": 0.5719367133246528, "iqa_clive_mean": 0.5325693843340633, "iqa_clive_min": 0.5325693843340633, "iqa_clive_max": 0.5325693843340633, "iqa_koniq10k_mean": 0.6539725872001263, "iqa_koniq10k_min": 0.6539725872001263, "iqa_koniq10k_max": 0.6539725872001263, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9602000599733782 }, { "lang": "tl", "score": 0.019971870638238194 }, { "lang": "nl", "score": 0.0043818588903446 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8866882920265198 }, { "lang": "fr", "score": 0.009297258220613003 }, { "lang": "de", "score": 0.007267446722835302 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7286008969701901, "iqa_v2_live_min": 0.7286008969701901, "iqa_v2_live_max": 0.7286008969701901, "iqa_v2_csiq_mean": 0.828678548336029, "iqa_v2_csiq_min": 0.828678548336029, "iqa_v2_csiq_max": 0.828678548336029, "iqa_v2_tid2013_mean": 0.5421649614969889, "iqa_v2_tid2013_min": 0.5421649614969889, "iqa_v2_tid2013_max": 0.5421649614969889, "iqa_v2_kadid10k_mean": 0.7232666015625, "iqa_v2_kadid10k_min": 0.7232666015625, "iqa_v2_kadid10k_max": 0.7232666015625, "iqa_v2_flive_mean": 0.7183446402501579, "iqa_v2_flive_min": 0.7183446402501579, "iqa_v2_flive_max": 0.7183446402501579, "iqa_v2_spaq_mean": 0.5719367133246528, "iqa_v2_spaq_min": 0.5719367133246528, "iqa_v2_spaq_max": 0.5719367133246528, "iqa_v2_clive_mean": 0.5325693843340633, "iqa_v2_clive_min": 0.5325693843340633, "iqa_v2_clive_max": 0.5325693843340633, "iqa_v2_koniq10k_mean": 0.6539725872001263, "iqa_v2_koniq10k_min": 0.6539725872001263, "iqa_v2_koniq10k_max": 0.6539725872001263, "imdecont": { "jpg": 0.24678927659988403 }, "imdecont_image_match": { "jpg": 110136 }, "imdecont_max": 0.24678927659988403, "imdecont_mean": 0.24678927659988403, "imdecont_min": 0.24678927659988403, "clip_score_clip_vitl14_224_prev_turn_only_min": 34.71875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 34.71875, "clip_score_clip_vitl14_224_prev_turn_only_max": 34.71875, "clip_score_dfn_public_prev_turn_only_min": 3.765625, "clip_score_dfn_public_prev_turn_only_mean": 3.765625, "clip_score_dfn_public_prev_turn_only_max": 3.765625, "clip_score_siglip2_b16_224_prev_turn_only_min": 6.03125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 6.03125, "clip_score_siglip2_b16_224_prev_turn_only_max": 6.03125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 30.21875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 30.21875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 30.21875, "clip_score_clip_vitl14_224_next_turn_only_min": 17.3125, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.3125, "clip_score_clip_vitl14_224_next_turn_only_max": 17.3125, "clip_score_dfn_public_next_turn_only_min": 0.728515625, "clip_score_dfn_public_next_turn_only_mean": 0.728515625, "clip_score_dfn_public_next_turn_only_max": 0.728515625, "clip_score_siglip2_b16_224_next_turn_only_min": -10.2734375, "clip_score_siglip2_b16_224_next_turn_only_mean": -10.2734375, "clip_score_siglip2_b16_224_next_turn_only_max": -10.2734375, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.6875, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.6875, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.6875, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 32.96875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 32.96875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 32.96875, "clip_score_dfn_public_prev_and_next_turn_min": 3.57421875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.57421875, "clip_score_dfn_public_prev_and_next_turn_max": 3.57421875, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 5.703125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 5.703125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 5.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 29.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 29.46875, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 29.46875, "im_height": { "jpg": 634 }, "im_height_mean": 634.0, "im_height_min": 634, "im_height_max": 634, "im_width": { "jpg": 825 }, "im_width_mean": 825.0, "im_width_min": 825, "im_width_max": 825, "im_ar": { "jpg": 1.3013 }, "im_ar_mean": 1.3013, "im_ar_min": 1.3013, "im_ar_max": 1.3013, "im_kilobytes": { "jpg": 1532.37 }, "im_kilobytes_mean": 1532.37, "im_kilobytes_min": 1532.37, "im_kilobytes_max": 1532.37, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1011.54 }, "im_clarity_mean": 1011.54, "im_clarity_min": 1011.54, "im_clarity_max": 1011.54, "im_luma": { "jpg": 79.59 }, "im_luma_mean": 79.59, "im_luma_min": 79.59, "im_luma_max": 79.59, "im_saturation": { "jpg": 138.57 }, "im_saturation_mean": 138.57, "im_saturation_min": 138.57, "im_saturation_max": 138.57, "im_entropy": { "jpg": 7.4 }, "im_entropy_mean": 7.4, "im_entropy_min": 7.4, "im_entropy_max": 7.4, "unifilter_score_qwen2_5_1_5b": -0.4423828125, "unifilter_score_qwen3_0_6b": -2.19140625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9602000599733782, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.019971870638238194, "language_detection_annotation_lingua_2_lan": "nl", "language_detection_annotation_lingua_2_score": 0.0043818588903446, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8866882920265198, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.009297258220613003, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.007267446722835302, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.9676632881164551, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.743018627166748, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.6938274502754211, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.009245216846466064, "text_quality_dolma3_fasttext_score": 0.8947755694389343, "custom_fasttext_val_fasttext_score": 0.00017029047012329102, "custom_fasttext_core_fasttext_score": 2.2172927856445312e-05, "custom_fasttext_val_clean_fasttext_score": 0.00038188695907592773, "custom_fasttext_core_clean_fasttext_score": 0.0, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.25, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.875, "within_sample_repetition_detection": 6.0 }, "268": { "detoxify": 1, "length_chars": 152, "length_tokens": 1362, "length_tokens_text_only": 82, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7140806949499882, "iqa_live_min": 0.7140806949499882, "iqa_live_max": 0.7140806949499882, "iqa_csiq_mean": 0.909733235836029, "iqa_csiq_min": 0.909733235836029, "iqa_csiq_max": 0.909733235836029, "iqa_tid2013_mean": 0.5830992062886555, "iqa_tid2013_min": 0.5830992062886555, "iqa_tid2013_max": 0.5830992062886555, "iqa_kadid10k_mean": 0.6355743408203125, "iqa_kadid10k_min": 0.6355743408203125, "iqa_kadid10k_max": 0.6355743408203125, "iqa_flive_mean": 0.718975953381471, "iqa_flive_min": 0.718975953381471, "iqa_flive_max": 0.718975953381471, "iqa_spaq_mean": 0.7181646173650569, "iqa_spaq_min": 0.7181646173650569, "iqa_spaq_max": 0.7181646173650569, "iqa_clive_mean": 0.6422205452967172, "iqa_clive_min": 0.6422205452967172, "iqa_clive_max": 0.6422205452967172, "iqa_koniq10k_mean": 0.6768576882102273, "iqa_koniq10k_min": 0.6768576882102273, "iqa_koniq10k_max": 0.6768576882102273, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.828269984836707 }, { "lang": "la", "score": 0.050844210307472534 }, { "lang": "fr", "score": 0.03841836226555281 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.927808403968811 }, { "lang": "de", "score": 0.005733714438974857 }, { "lang": "it", "score": 0.0047001345083117485 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7140806949499882, "iqa_v2_live_min": 0.7140806949499882, "iqa_v2_live_max": 0.7140806949499882, "iqa_v2_csiq_mean": 0.909733235836029, "iqa_v2_csiq_min": 0.909733235836029, "iqa_v2_csiq_max": 0.909733235836029, "iqa_v2_tid2013_mean": 0.5830449528164333, "iqa_v2_tid2013_min": 0.5830449528164333, "iqa_v2_tid2013_max": 0.5830449528164333, "iqa_v2_kadid10k_mean": 0.6356277465820312, "iqa_v2_kadid10k_min": 0.6356277465820312, "iqa_v2_kadid10k_max": 0.6356277465820312, "iqa_v2_flive_mean": 0.718936496310764, "iqa_v2_flive_min": 0.718936496310764, "iqa_v2_flive_max": 0.718936496310764, "iqa_v2_spaq_mean": 0.7181646173650569, "iqa_v2_spaq_min": 0.7181646173650569, "iqa_v2_spaq_max": 0.7181646173650569, "iqa_v2_clive_mean": 0.6423783735795455, "iqa_v2_clive_min": 0.6423783735795455, "iqa_v2_clive_max": 0.6423783735795455, "iqa_v2_koniq10k_mean": 0.6768576882102273, "iqa_v2_koniq10k_min": 0.6768576882102273, "iqa_v2_koniq10k_max": 0.6768576882102273, "imdecont": { "jpg": 0.3398021459579468 }, "imdecont_image_match": { "jpg": 110139 }, "imdecont_max": 0.3398021459579468, "imdecont_mean": 0.3398021459579468, "imdecont_min": 0.3398021459579468, "clip_score_clip_vitl14_224_prev_turn_only_min": 22.109375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 22.109375, "clip_score_clip_vitl14_224_prev_turn_only_max": 22.109375, "clip_score_dfn_public_prev_turn_only_min": -0.1319580078125, "clip_score_dfn_public_prev_turn_only_mean": -0.1319580078125, "clip_score_dfn_public_prev_turn_only_max": -0.1319580078125, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.65625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.65625, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.65625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 22.890625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 22.890625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 22.890625, "clip_score_clip_vitl14_224_next_turn_only_min": 17.328125, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.328125, "clip_score_clip_vitl14_224_next_turn_only_max": 17.328125, "clip_score_dfn_public_next_turn_only_min": 1.5009765625, "clip_score_dfn_public_next_turn_only_mean": 1.5009765625, "clip_score_dfn_public_next_turn_only_max": 1.5009765625, "clip_score_siglip2_b16_224_next_turn_only_min": -9.8984375, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.8984375, "clip_score_siglip2_b16_224_next_turn_only_max": -9.8984375, "clip_score_longclip_vitl14_224_next_turn_only_min": 16.953125, "clip_score_longclip_vitl14_224_next_turn_only_mean": 16.953125, "clip_score_longclip_vitl14_224_next_turn_only_max": 16.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 22.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 22.78125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 22.78125, "clip_score_dfn_public_prev_and_next_turn_min": 0.63330078125, "clip_score_dfn_public_prev_and_next_turn_mean": 0.63330078125, "clip_score_dfn_public_prev_and_next_turn_max": 0.63330078125, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 2.921875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 2.921875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 2.921875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 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": 700 }, "im_height_mean": 700.0, "im_height_min": 700, "im_height_max": 700, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.1429 }, "im_ar_mean": 1.1429, "im_ar_min": 1.1429, "im_ar_max": 1.1429, "im_kilobytes": { "jpg": 1640.62 }, "im_kilobytes_mean": 1640.62, "im_kilobytes_min": 1640.62, "im_kilobytes_max": 1640.62, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 1683.86 }, "im_clarity_mean": 1683.86, "im_clarity_min": 1683.86, "im_clarity_max": 1683.86, "im_luma": { "jpg": 107.95 }, "im_luma_mean": 107.95, "im_luma_min": 107.95, "im_luma_max": 107.95, "im_saturation": { "jpg": 88.74 }, "im_saturation_mean": 88.74, "im_saturation_min": 88.74, "im_saturation_max": 88.74, "im_entropy": { "jpg": 7.02 }, "im_entropy_mean": 7.02, "im_entropy_min": 7.02, "im_entropy_max": 7.02, "unifilter_score_qwen2_5_1_5b": -0.196533203125, "unifilter_score_qwen3_0_6b": 0.6962890625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.828269984836707, "language_detection_annotation_lingua_1_lan": "la", "language_detection_annotation_lingua_1_score": 0.050844210307472534, "language_detection_annotation_lingua_2_lan": "fr", "language_detection_annotation_lingua_2_score": 0.03841836226555281, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.927808403968811, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.005733714438974857, "language_detection_annotation_nllb_2_lan": "it", "language_detection_annotation_nllb_2_score": 0.0047001345083117485, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.42397168278694153, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.3848353922367096, "text_quality_nvidia_domain_label": "Arts_and_Entertainment", "text_quality_nvidia_domain_score": 0.5791742205619812, "text_quality_nvidia_edu_nemotron4_score": 1.22265625, "text_quality_nvidia_edu_mixtral_score": 0.55322265625, "text_quality_dclmbaseline_fasttext_score": 0.9696224927902222, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 3.1828880310058594e-05, "custom_fasttext_core_fasttext_score": 0.0, "custom_fasttext_val_clean_fasttext_score": 0.0016676783561706543, "custom_fasttext_core_clean_fasttext_score": 5.2928924560546875e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.5625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 5.875, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.6875, "within_sample_repetition_detection": 7.0 }, "260": { "detoxify": 1, "length_chars": 158, "length_tokens": 1879, "length_tokens_text_only": 87, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7885756444449377, "iqa_live_min": 0.7885756444449377, "iqa_live_max": 0.7885756444449377, "iqa_csiq_mean": 0.940983235836029, "iqa_csiq_min": 0.940983235836029, "iqa_csiq_max": 0.940983235836029, "iqa_tid2013_mean": 0.6410961680942111, "iqa_tid2013_min": 0.6410961680942111, "iqa_tid2013_max": 0.6410961680942111, "iqa_kadid10k_mean": 0.70013427734375, "iqa_kadid10k_min": 0.70013427734375, "iqa_kadid10k_max": 0.70013427734375, "iqa_flive_mean": 0.7355873801491478, "iqa_flive_min": 0.7355873801491478, "iqa_flive_max": 0.7355873801491478, "iqa_spaq_mean": 0.7222681527185922, "iqa_spaq_min": 0.7222681527185922, "iqa_spaq_max": 0.7222681527185922, "iqa_clive_mean": 0.7448089291351011, "iqa_clive_min": 0.7448089291351011, "iqa_clive_max": 0.7448089291351011, "iqa_koniq10k_mean": 0.722943546796086, "iqa_koniq10k_min": 0.722943546796086, "iqa_koniq10k_max": 0.722943546796086, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9905490236468241 }, { "lang": "tl", "score": 0.0019575439100856444 }, { "lang": "la", "score": 0.0012984789698381087 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9697839617729187 }, { "lang": "nl", "score": 0.002477169968187809 }, { "lang": "id", "score": 0.001516768359579146 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7885756444449377, "iqa_v2_live_min": 0.7885756444449377, "iqa_v2_live_max": 0.7885756444449377, "iqa_v2_csiq_mean": 0.940983235836029, "iqa_v2_csiq_min": 0.940983235836029, "iqa_v2_csiq_max": 0.940983235836029, "iqa_v2_tid2013_mean": 0.6410961680942111, "iqa_v2_tid2013_min": 0.6410961680942111, "iqa_v2_tid2013_max": 0.6410961680942111, "iqa_v2_kadid10k_mean": 0.700103759765625, "iqa_v2_kadid10k_min": 0.700103759765625, "iqa_v2_kadid10k_max": 0.700103759765625, "iqa_v2_flive_mean": 0.7355873801491478, "iqa_v2_flive_min": 0.7355873801491478, "iqa_v2_flive_max": 0.7355873801491478, "iqa_v2_spaq_mean": 0.7222681527185922, "iqa_v2_spaq_min": 0.7222681527185922, "iqa_v2_spaq_max": 0.7222681527185922, "iqa_v2_clive_mean": 0.7446511008522728, "iqa_v2_clive_min": 0.7446511008522728, "iqa_v2_clive_max": 0.7446511008522728, "iqa_v2_koniq10k_mean": 0.722943546796086, "iqa_v2_koniq10k_min": 0.722943546796086, "iqa_v2_koniq10k_max": 0.722943546796086, "imdecont": { "jpg": 0.3499317169189453 }, "imdecont_image_match": { "jpg": 265773 }, "imdecont_max": 0.3499317169189453, "imdecont_mean": 0.3499317169189453, "imdecont_min": 0.3499317169189453, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.484375, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.484375, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.484375, "clip_score_dfn_public_prev_turn_only_min": 3.521484375, "clip_score_dfn_public_prev_turn_only_mean": 3.521484375, "clip_score_dfn_public_prev_turn_only_max": 3.521484375, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.0625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.0625, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.0625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 26.53125, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 26.53125, "clip_score_longclip_vitl14_224_prev_turn_only_max": 26.53125, "clip_score_clip_vitl14_224_next_turn_only_min": 15.2734375, "clip_score_clip_vitl14_224_next_turn_only_mean": 15.2734375, "clip_score_clip_vitl14_224_next_turn_only_max": 15.2734375, "clip_score_dfn_public_next_turn_only_min": 0.5, "clip_score_dfn_public_next_turn_only_mean": 0.5, "clip_score_dfn_public_next_turn_only_max": 0.5, "clip_score_siglip2_b16_224_next_turn_only_min": -9.953125, "clip_score_siglip2_b16_224_next_turn_only_mean": -9.953125, "clip_score_siglip2_b16_224_next_turn_only_max": -9.953125, "clip_score_longclip_vitl14_224_next_turn_only_min": 14.9140625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 14.9140625, "clip_score_longclip_vitl14_224_next_turn_only_max": 14.9140625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 27.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 27.515625, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 27.515625, "clip_score_dfn_public_prev_and_next_turn_min": 3.4765625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.4765625, "clip_score_dfn_public_prev_and_next_turn_max": 3.4765625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.703125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.703125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.703125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 26.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 26.078125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 26.078125, "im_height": { "jpg": 533 }, "im_height_mean": 533.0, "im_height_min": 533, "im_height_max": 533, "im_width": { "jpg": 800 }, "im_width_mean": 800.0, "im_width_min": 800, "im_width_max": 800, "im_ar": { "jpg": 1.5009 }, "im_ar_mean": 1.5009, "im_ar_min": 1.5009, "im_ar_max": 1.5009, "im_kilobytes": { "jpg": 1249.22 }, "im_kilobytes_mean": 1249.22, "im_kilobytes_min": 1249.22, "im_kilobytes_max": 1249.22, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3731.88 }, "im_clarity_mean": 3731.88, "im_clarity_min": 3731.88, "im_clarity_max": 3731.88, "im_luma": { "jpg": 179.56 }, "im_luma_mean": 179.56, "im_luma_min": 179.56, "im_luma_max": 179.56, "im_saturation": { "jpg": 36.8 }, "im_saturation_mean": 36.8, "im_saturation_min": 36.8, "im_saturation_max": 36.8, "im_entropy": { "jpg": 6.33 }, "im_entropy_mean": 6.33, "im_entropy_min": 6.33, "im_entropy_max": 6.33, "unifilter_score_qwen2_5_1_5b": -0.517578125, "unifilter_score_qwen3_0_6b": 1.123046875, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9905490236468241, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.0019575439100856444, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.0012984789698381087, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9697839617729187, "language_detection_annotation_nllb_1_lan": "nl", "language_detection_annotation_nllb_1_score": 0.002477169968187809, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.001516768359579146, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.6767805218696594, "text_quality_weborganizer_format_label": "Structured Data", "text_quality_weborganizer_format_score": 0.3997337222099304, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.8318101167678833, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.9999960660934448, "text_quality_dolma3_fasttext_score": 1.0, "custom_fasttext_val_fasttext_score": 0.0014702677726745605, "custom_fasttext_core_fasttext_score": 5.0067901611328125e-05, "custom_fasttext_val_clean_fasttext_score": 0.001215517520904541, "custom_fasttext_core_clean_fasttext_score": 7.593631744384766e-05, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 7.4375, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 1.875, "within_sample_repetition_detection": 4.0 }, "258": { "detoxify": 1, "length_chars": 147, "length_tokens": 1868, "length_tokens_text_only": 77, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7863660484853416, "iqa_live_min": 0.7863660484853416, "iqa_live_max": 0.7863660484853416, "iqa_csiq_mean": 0.917545735836029, "iqa_csiq_min": 0.917545735836029, "iqa_csiq_max": 0.917545735836029, "iqa_tid2013_mean": 0.6117992930942111, "iqa_tid2013_min": 0.6117992930942111, "iqa_tid2013_max": 0.6117992930942111, "iqa_kadid10k_mean": 0.72637939453125, "iqa_kadid10k_min": 0.72637939453125, "iqa_kadid10k_max": 0.72637939453125, "iqa_flive_mean": 0.7506599811592488, "iqa_flive_min": 0.7506599811592488, "iqa_flive_max": 0.7506599811592488, "iqa_spaq_mean": 0.7566747183751579, "iqa_spaq_min": 0.7566747183751579, "iqa_spaq_max": 0.7566747183751579, "iqa_clive_mean": 0.7465450402462122, "iqa_clive_min": 0.7465450402462122, "iqa_clive_max": 0.7465450402462122, "iqa_koniq10k_mean": 0.7169460720486112, "iqa_koniq10k_min": 0.7169460720486112, "iqa_koniq10k_max": 0.7169460720486112, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9931445668907501 }, { "lang": "tl", "score": 0.0030020186032299265 }, { "lang": "nb", "score": 0.0007635962537948056 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9764442443847656 }, { "lang": "ru", "score": 0.0016337312990799546 }, { "lang": "de", "score": 0.0015491005033254623 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7863660484853416, "iqa_v2_live_min": 0.7863660484853416, "iqa_v2_live_max": 0.7863660484853416, "iqa_v2_csiq_mean": 0.917545735836029, "iqa_v2_csiq_min": 0.917545735836029, "iqa_v2_csiq_max": 0.917545735836029, "iqa_v2_tid2013_mean": 0.6117992930942111, "iqa_v2_tid2013_min": 0.6117992930942111, "iqa_v2_tid2013_max": 0.6117992930942111, "iqa_v2_kadid10k_mean": 0.7264404296875, "iqa_v2_kadid10k_min": 0.7264404296875, "iqa_v2_kadid10k_max": 0.7264404296875, "iqa_v2_flive_mean": 0.7505810670178347, "iqa_v2_flive_min": 0.7505810670178347, "iqa_v2_flive_max": 0.7505810670178347, "iqa_v2_spaq_mean": 0.7566747183751579, "iqa_v2_spaq_min": 0.7566747183751579, "iqa_v2_spaq_max": 0.7566747183751579, "iqa_v2_clive_mean": 0.7465450402462122, "iqa_v2_clive_min": 0.7465450402462122, "iqa_v2_clive_max": 0.7465450402462122, "iqa_v2_koniq10k_mean": 0.7169460720486112, "iqa_v2_koniq10k_min": 0.7169460720486112, "iqa_v2_koniq10k_max": 0.7169460720486112, "imdecont": { "jpg": 0.3086819648742676 }, "imdecont_image_match": { "jpg": 266021 }, "imdecont_max": 0.3086819648742676, "imdecont_mean": 0.3086819648742676, "imdecont_min": 0.3086819648742676, "clip_score_clip_vitl14_224_prev_turn_only_min": 32.53125, "clip_score_clip_vitl14_224_prev_turn_only_mean": 32.53125, "clip_score_clip_vitl14_224_prev_turn_only_max": 32.53125, "clip_score_dfn_public_prev_turn_only_min": 4.01171875, "clip_score_dfn_public_prev_turn_only_mean": 4.01171875, "clip_score_dfn_public_prev_turn_only_max": 4.01171875, "clip_score_siglip2_b16_224_prev_turn_only_min": 3.53125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 3.53125, "clip_score_siglip2_b16_224_prev_turn_only_max": 3.53125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.421875, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.421875, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.421875, "clip_score_clip_vitl14_224_next_turn_only_min": 18.515625, "clip_score_clip_vitl14_224_next_turn_only_mean": 18.515625, "clip_score_clip_vitl14_224_next_turn_only_max": 18.515625, "clip_score_dfn_public_next_turn_only_min": 0.70166015625, "clip_score_dfn_public_next_turn_only_mean": 0.70166015625, "clip_score_dfn_public_next_turn_only_max": 0.70166015625, "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": 17.9375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.9375, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.9375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 32.0, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 32.0, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 32.0, "clip_score_dfn_public_prev_and_next_turn_min": 4.08984375, "clip_score_dfn_public_prev_and_next_turn_mean": 4.08984375, "clip_score_dfn_public_prev_and_next_turn_max": 4.08984375, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 3.71875, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 3.71875, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 3.71875, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.3125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.3125, "im_height": { "jpg": 366 }, "im_height_mean": 366.0, "im_height_min": 366, "im_height_max": 366, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.5027 }, "im_ar_mean": 1.5027, "im_ar_min": 1.5027, "im_ar_max": 1.5027, "im_kilobytes": { "jpg": 589.75 }, "im_kilobytes_mean": 589.75, "im_kilobytes_min": 589.75, "im_kilobytes_max": 589.75, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 4633.06 }, "im_clarity_mean": 4633.06, "im_clarity_min": 4633.06, "im_clarity_max": 4633.06, "im_luma": { "jpg": 107.41 }, "im_luma_mean": 107.41, "im_luma_min": 107.41, "im_luma_max": 107.41, "im_saturation": { "jpg": 84.86 }, "im_saturation_mean": 84.86, "im_saturation_min": 84.86, "im_saturation_max": 84.86, "im_entropy": { "jpg": 7.39 }, "im_entropy_mean": 7.39, "im_entropy_min": 7.39, "im_entropy_max": 7.39, "unifilter_score_qwen2_5_1_5b": 0.453125, "unifilter_score_qwen3_0_6b": -1.7666015625, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9931445668907501, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.0030020186032299265, "language_detection_annotation_lingua_2_lan": "nb", "language_detection_annotation_lingua_2_score": 0.0007635962537948056, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9764442443847656, "language_detection_annotation_nllb_1_lan": "ru", "language_detection_annotation_nllb_1_score": 0.0016337312990799546, "language_detection_annotation_nllb_2_lan": "de", "language_detection_annotation_nllb_2_score": 0.0015491005033254623, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.802636444568634, "text_quality_weborganizer_format_label": "Q&A Forum", "text_quality_weborganizer_format_score": 0.8365374207496643, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9987183809280396, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.037322998046875, "text_quality_dclmbaseline_fasttext_score": 0.2604106068611145, "text_quality_dolma3_fasttext_score": 0.07914090156555176, "custom_fasttext_val_fasttext_score": 0.0005292296409606934, "custom_fasttext_core_fasttext_score": 4.756450653076172e-05, "custom_fasttext_val_clean_fasttext_score": 0.009958267211914062, "custom_fasttext_core_clean_fasttext_score": 0.0002040266990661621, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 9.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 0.1875, "within_sample_repetition_detection": 8.0 }, "269": { "detoxify": 0, "length_chars": 196, "length_tokens": 1886, "length_tokens_text_only": 94, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7762650383843316, "iqa_live_min": 0.7762650383843316, "iqa_live_max": 0.7762650383843316, "iqa_csiq_mean": 0.843571126461029, "iqa_csiq_min": 0.843571126461029, "iqa_csiq_max": 0.843571126461029, "iqa_tid2013_mean": 0.5297409163581001, "iqa_tid2013_min": 0.5297409163581001, "iqa_tid2013_max": 0.5297409163581001, "iqa_kadid10k_mean": 0.6175994873046875, "iqa_kadid10k_min": 0.6175994873046875, "iqa_kadid10k_max": 0.6175994873046875, "iqa_flive_mean": 0.7334566983309659, "iqa_flive_min": 0.7334566983309659, "iqa_flive_max": 0.7334566983309659, "iqa_spaq_mean": 0.6859676476680872, "iqa_spaq_min": 0.6859676476680872, "iqa_spaq_max": 0.6859676476680872, "iqa_clive_mean": 0.7025109493371213, "iqa_clive_min": 0.7025109493371213, "iqa_clive_max": 0.7025109493371213, "iqa_koniq10k_mean": 0.6841177892203283, "iqa_koniq10k_min": 0.6841177892203283, "iqa_koniq10k_max": 0.6841177892203283, "zero_sequence_filter": 1, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 1.0 }, { "lang": "tl", "score": 1.9703430060525582e-25 }, { "lang": "la", "score": 6.100754050673279e-26 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.9607740640640259 }, { "lang": "de", "score": 0.0033942554146051407 }, { "lang": "id", "score": 0.002111970679834485 } ], "digit_sequence_filter": 1, "iqa_v2_live_mean": 0.7761072101015033, "iqa_v2_live_min": 0.7761072101015033, "iqa_v2_live_max": 0.7761072101015033, "iqa_v2_csiq_mean": 0.843326985836029, "iqa_v2_csiq_min": 0.843326985836029, "iqa_v2_csiq_max": 0.843326985836029, "iqa_v2_tid2013_mean": 0.5296595361497667, "iqa_v2_tid2013_min": 0.5296595361497667, "iqa_v2_tid2013_max": 0.5296595361497667, "iqa_v2_kadid10k_mean": 0.6174163818359375, "iqa_v2_kadid10k_min": 0.6174163818359375, "iqa_v2_kadid10k_max": 0.6174163818359375, "iqa_v2_flive_mean": 0.7333777841895518, "iqa_v2_flive_min": 0.7333777841895518, "iqa_v2_flive_max": 0.7333777841895518, "iqa_v2_spaq_mean": 0.6861254759509154, "iqa_v2_spaq_min": 0.6861254759509154, "iqa_v2_spaq_max": 0.6861254759509154, "iqa_v2_clive_mean": 0.7025109493371213, "iqa_v2_clive_min": 0.7025109493371213, "iqa_v2_clive_max": 0.7025109493371213, "iqa_v2_koniq10k_mean": 0.6841177892203283, "iqa_v2_koniq10k_min": 0.6841177892203283, "iqa_v2_koniq10k_max": 0.6841177892203283, "imdecont": { "jpg": 0.3718228340148926 }, "imdecont_image_match": { "jpg": 265788 }, "imdecont_max": 0.3718228340148926, "imdecont_mean": 0.3718228340148926, "imdecont_min": 0.3718228340148926, "clip_score_clip_vitl14_224_prev_turn_only_min": 35.875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 35.875, "clip_score_clip_vitl14_224_prev_turn_only_max": 35.875, "clip_score_dfn_public_prev_turn_only_min": 3.91015625, "clip_score_dfn_public_prev_turn_only_mean": 3.91015625, "clip_score_dfn_public_prev_turn_only_max": 3.91015625, "clip_score_siglip2_b16_224_prev_turn_only_min": 4.03125, "clip_score_siglip2_b16_224_prev_turn_only_mean": 4.03125, "clip_score_siglip2_b16_224_prev_turn_only_max": 4.03125, "clip_score_longclip_vitl14_224_prev_turn_only_min": 27.34375, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 27.34375, "clip_score_longclip_vitl14_224_prev_turn_only_max": 27.34375, "clip_score_clip_vitl14_224_next_turn_only_min": 17.609375, "clip_score_clip_vitl14_224_next_turn_only_mean": 17.609375, "clip_score_clip_vitl14_224_next_turn_only_max": 17.609375, "clip_score_dfn_public_next_turn_only_min": 1.078125, "clip_score_dfn_public_next_turn_only_mean": 1.078125, "clip_score_dfn_public_next_turn_only_max": 1.078125, "clip_score_siglip2_b16_224_next_turn_only_min": -7.6171875, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.6171875, "clip_score_siglip2_b16_224_next_turn_only_max": -7.6171875, "clip_score_longclip_vitl14_224_next_turn_only_min": 17.15625, "clip_score_longclip_vitl14_224_next_turn_only_mean": 17.15625, "clip_score_longclip_vitl14_224_next_turn_only_max": 17.15625, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 35.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 35.46875, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 35.46875, "clip_score_dfn_public_prev_and_next_turn_min": 3.9296875, "clip_score_dfn_public_prev_and_next_turn_mean": 3.9296875, "clip_score_dfn_public_prev_and_next_turn_max": 3.9296875, "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": 27.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.265625, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.265625, "im_height": { "jpg": 373 }, "im_height_mean": 373.0, "im_height_min": 373, "im_height_max": 373, "im_width": { "jpg": 550 }, "im_width_mean": 550.0, "im_width_min": 550, "im_width_max": 550, "im_ar": { "jpg": 1.4745 }, "im_ar_mean": 1.4745, "im_ar_min": 1.4745, "im_ar_max": 1.4745, "im_kilobytes": { "jpg": 601.03 }, "im_kilobytes_mean": 601.03, "im_kilobytes_min": 601.03, "im_kilobytes_max": 601.03, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 6407.82 }, "im_clarity_mean": 6407.82, "im_clarity_min": 6407.82, "im_clarity_max": 6407.82, "im_luma": { "jpg": 107.51 }, "im_luma_mean": 107.51, "im_luma_min": 107.51, "im_luma_max": 107.51, "im_saturation": { "jpg": 65.8 }, "im_saturation_mean": 65.8, "im_saturation_min": 65.8, "im_saturation_max": 65.8, "im_entropy": { "jpg": 7.39 }, "im_entropy_mean": 7.39, "im_entropy_min": 7.39, "im_entropy_max": 7.39, "unifilter_score_qwen2_5_1_5b": 1.1123046875, "unifilter_score_qwen3_0_6b": 0.68310546875, "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": 1.9703430060525582e-25, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 6.100754050673279e-26, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.9607740640640259, "language_detection_annotation_nllb_1_lan": "de", "language_detection_annotation_nllb_1_score": 0.0033942554146051407, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.002111970679834485, "text_quality_weborganizer_topic_label": "Entertainment", "text_quality_weborganizer_topic_score": 0.8379157781600952, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.8501884341239929, "text_quality_nvidia_domain_label": "Adult", "text_quality_nvidia_domain_score": 0.6003130078315735, "text_quality_nvidia_edu_nemotron4_score": 0.0, "text_quality_nvidia_edu_mixtral_score": 0.0, "text_quality_dclmbaseline_fasttext_score": 0.999630331993103, "text_quality_dolma3_fasttext_score": 0.9998300671577454, "custom_fasttext_val_fasttext_score": 0.0007761716842651367, "custom_fasttext_core_fasttext_score": 0.0004462599754333496, "custom_fasttext_val_clean_fasttext_score": 0.0032558441162109375, "custom_fasttext_core_clean_fasttext_score": 0.00019913911819458008, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_text": 8.5, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 6.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": 2.1875, "within_sample_repetition_detection": 4.0 }, "266": { "detoxify": 0, "length_chars": 118, "length_tokens": 3396, "length_tokens_text_only": 69, "length_tokens_trainable_only": 2, "length_images": 1, "iqa_live_mean": 0.7514859979802911, "iqa_live_min": 0.7514859979802911, "iqa_live_max": 0.7514859979802911, "iqa_csiq_mean": 0.894596517086029, "iqa_csiq_min": 0.894596517086029, "iqa_csiq_max": 0.894596517086029, "iqa_tid2013_mean": 0.4501781993442111, "iqa_tid2013_min": 0.4501781993442111, "iqa_tid2013_max": 0.4501781993442111, "iqa_kadid10k_mean": 0.59033203125, "iqa_kadid10k_min": 0.59033203125, "iqa_kadid10k_max": 0.59033203125, "iqa_flive_mean": 0.6972351074218751, "iqa_flive_min": 0.6972351074218751, "iqa_flive_max": 0.6972351074218751, "iqa_spaq_mean": 0.6424070416074811, "iqa_spaq_min": 0.6424070416074811, "iqa_spaq_max": 0.6424070416074811, "iqa_clive_mean": 0.6501119594381314, "iqa_clive_min": 0.6501119594381314, "iqa_clive_max": 0.6501119594381314, "iqa_koniq10k_mean": 0.6546039003314394, "iqa_koniq10k_min": 0.6546039003314394, "iqa_koniq10k_max": 0.6546039003314394, "zero_sequence_filter": 0, "language_detection_annotation_lingua_top3": [ { "lang": "en", "score": 0.9596100263429338 }, { "lang": "tl", "score": 0.011590367349974923 }, { "lang": "la", "score": 0.0052743052782601016 } ], "language_detection_annotation_nllb_top3": [ { "lang": "en", "score": 0.8126379251480103 }, { "lang": "fr", "score": 0.019147377461194992 }, { "lang": "id", "score": 0.011047281324863434 } ], "digit_sequence_filter": 0, "iqa_v2_live_mean": 0.7514859979802911, "iqa_v2_live_min": 0.7514859979802911, "iqa_v2_live_max": 0.7514859979802911, "iqa_v2_csiq_mean": 0.894596517086029, "iqa_v2_csiq_min": 0.894596517086029, "iqa_v2_csiq_max": 0.894596517086029, "iqa_v2_tid2013_mean": 0.4501781993442111, "iqa_v2_tid2013_min": 0.4501781993442111, "iqa_v2_tid2013_max": 0.4501781993442111, "iqa_v2_kadid10k_mean": 0.59033203125, "iqa_v2_kadid10k_min": 0.59033203125, "iqa_v2_kadid10k_max": 0.59033203125, "iqa_v2_flive_mean": 0.6972351074218751, "iqa_v2_flive_min": 0.6972351074218751, "iqa_v2_flive_max": 0.6972351074218751, "iqa_v2_spaq_mean": 0.6424070416074811, "iqa_v2_spaq_min": 0.6424070416074811, "iqa_v2_spaq_max": 0.6424070416074811, "iqa_v2_clive_mean": 0.6501119594381314, "iqa_v2_clive_min": 0.6501119594381314, "iqa_v2_clive_max": 0.6501119594381314, "iqa_v2_koniq10k_mean": 0.6546039003314394, "iqa_v2_koniq10k_min": 0.6546039003314394, "iqa_v2_koniq10k_max": 0.6546039003314394, "imdecont": { "jpg": 0.8999253511428833 }, "imdecont_image_match": { "jpg": 262305 }, "imdecont_max": 0.8999253511428833, "imdecont_mean": 0.8999253511428833, "imdecont_min": 0.8999253511428833, "clip_score_clip_vitl14_224_prev_turn_only_min": 28.296875, "clip_score_clip_vitl14_224_prev_turn_only_mean": 28.296875, "clip_score_clip_vitl14_224_prev_turn_only_max": 28.296875, "clip_score_dfn_public_prev_turn_only_min": 3.623046875, "clip_score_dfn_public_prev_turn_only_mean": 3.623046875, "clip_score_dfn_public_prev_turn_only_max": 3.623046875, "clip_score_siglip2_b16_224_prev_turn_only_min": 6.0625, "clip_score_siglip2_b16_224_prev_turn_only_mean": 6.0625, "clip_score_siglip2_b16_224_prev_turn_only_max": 6.0625, "clip_score_longclip_vitl14_224_prev_turn_only_min": 28.390625, "clip_score_longclip_vitl14_224_prev_turn_only_mean": 28.390625, "clip_score_longclip_vitl14_224_prev_turn_only_max": 28.390625, "clip_score_clip_vitl14_224_next_turn_only_min": 19.09375, "clip_score_clip_vitl14_224_next_turn_only_mean": 19.09375, "clip_score_clip_vitl14_224_next_turn_only_max": 19.09375, "clip_score_dfn_public_next_turn_only_min": 0.791015625, "clip_score_dfn_public_next_turn_only_mean": 0.791015625, "clip_score_dfn_public_next_turn_only_max": 0.791015625, "clip_score_siglip2_b16_224_next_turn_only_min": -7.8046875, "clip_score_siglip2_b16_224_next_turn_only_mean": -7.8046875, "clip_score_siglip2_b16_224_next_turn_only_max": -7.8046875, "clip_score_longclip_vitl14_224_next_turn_only_min": 15.8359375, "clip_score_longclip_vitl14_224_next_turn_only_mean": 15.8359375, "clip_score_longclip_vitl14_224_next_turn_only_max": 15.8359375, "clip_score_clip_vitl14_224_prev_and_next_turn_min": 26.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_mean": 26.953125, "clip_score_clip_vitl14_224_prev_and_next_turn_max": 26.953125, "clip_score_dfn_public_prev_and_next_turn_min": 3.494140625, "clip_score_dfn_public_prev_and_next_turn_mean": 3.494140625, "clip_score_dfn_public_prev_and_next_turn_max": 3.494140625, "clip_score_siglip2_b16_224_prev_and_next_turn_min": 5.453125, "clip_score_siglip2_b16_224_prev_and_next_turn_mean": 5.453125, "clip_score_siglip2_b16_224_prev_and_next_turn_max": 5.453125, "clip_score_longclip_vitl14_224_prev_and_next_turn_min": 27.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_mean": 27.828125, "clip_score_longclip_vitl14_224_prev_and_next_turn_max": 27.828125, "im_height": { "jpg": 400 }, "im_height_mean": 400.0, "im_height_min": 400, "im_height_max": 400, "im_width": { "jpg": 300 }, "im_width_mean": 300.0, "im_width_min": 300, "im_width_max": 300, "im_ar": { "jpg": 0.75 }, "im_ar_mean": 0.75, "im_ar_min": 0.75, "im_ar_max": 0.75, "im_kilobytes": { "jpg": 351.56 }, "im_kilobytes_mean": 351.56, "im_kilobytes_min": 351.56, "im_kilobytes_max": 351.56, "im_bpp": { "jpg": 24.0 }, "im_bpp_mean": 24.0, "im_bpp_min": 24.0, "im_bpp_max": 24.0, "im_clarity": { "jpg": 3141.85 }, "im_clarity_mean": 3141.85, "im_clarity_min": 3141.85, "im_clarity_max": 3141.85, "im_luma": { "jpg": 130.1 }, "im_luma_mean": 130.1, "im_luma_min": 130.1, "im_luma_max": 130.1, "im_saturation": { "jpg": 39.65 }, "im_saturation_mean": 39.65, "im_saturation_min": 39.65, "im_saturation_max": 39.65, "im_entropy": { "jpg": 7.68 }, "im_entropy_mean": 7.68, "im_entropy_min": 7.68, "im_entropy_max": 7.68, "unifilter_score_qwen2_5_1_5b": -0.7900390625, "unifilter_score_qwen3_0_6b": 1.8662109375, "language_detection_annotation_lingua_0_lan": "en", "language_detection_annotation_lingua_0_score": 0.9596100263429338, "language_detection_annotation_lingua_1_lan": "tl", "language_detection_annotation_lingua_1_score": 0.011590367349974923, "language_detection_annotation_lingua_2_lan": "la", "language_detection_annotation_lingua_2_score": 0.0052743052782601016, "language_detection_annotation_nllb_0_lan": "en", "language_detection_annotation_nllb_0_score": 0.8126379251480103, "language_detection_annotation_nllb_1_lan": "fr", "language_detection_annotation_nllb_1_score": 0.019147377461194992, "language_detection_annotation_nllb_2_lan": "id", "language_detection_annotation_nllb_2_score": 0.011047281324863434, "text_quality_weborganizer_topic_label": "Politics", "text_quality_weborganizer_topic_score": 0.8069424629211426, "text_quality_weborganizer_format_label": "Comment Section", "text_quality_weborganizer_format_score": 0.3308224380016327, "text_quality_nvidia_domain_label": "Online_Communities", "text_quality_nvidia_domain_score": 0.9740270376205444, "text_quality_nvidia_edu_nemotron4_score": 0.203125, "text_quality_nvidia_edu_mixtral_score": 0.040802001953125, "text_quality_dclmbaseline_fasttext_score": 0.9451926946640015, "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": 9.0625, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_cross_entropy_image_text": 9.3125, "multimodal_perplexity_Qwen--Qwen2.5-VL-3B-Instruct_conditional_mutual_information": -0.25, "within_sample_repetition_detection": 8.0 } }