Token Classification
Transformers
ONNX
Safetensors
English
Japanese
Chinese
bert
anime
filename-parsing
Eval Results (legacy)
Instructions to use ModerRAS/AniFileBERT with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use ModerRAS/AniFileBERT with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="ModerRAS/AniFileBERT")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("ModerRAS/AniFileBERT") model = AutoModelForTokenClassification.from_pretrained("ModerRAS/AniFileBERT") - Notebooks
- Google Colab
- Kaggle
| { | |
| "sample_count": 2048, | |
| "field_accuracy": { | |
| "group": 1.0, | |
| "title": 0.99658203125, | |
| "season": 0.994140625, | |
| "episode": 0.99609375, | |
| "resolution": 0.998046875, | |
| "source": 0.99365234375, | |
| "special": 0.998046875 | |
| }, | |
| "field_correct": { | |
| "group": 2048, | |
| "title": 2041, | |
| "season": 2036, | |
| "episode": 2040, | |
| "resolution": 2044, | |
| "source": 2035, | |
| "special": 2044 | |
| }, | |
| "field_total": { | |
| "group": 2048, | |
| "title": 2048, | |
| "season": 2048, | |
| "episode": 2048, | |
| "resolution": 2048, | |
| "source": 2048, | |
| "special": 2048 | |
| }, | |
| "full_match_accuracy": 0.98046875, | |
| "full_match_correct": 2008, | |
| "full_match_total": 2048, | |
| "failures": [ | |
| { | |
| "filename": "[DBD-Raws][Boruto Naruto Next Generations][menu][S13][D2][02][1080P][BDRip][HEVC-10bit][FLAC]", | |
| "errors": { | |
| "season": { | |
| "gold": null, | |
| "pred": "13" | |
| } | |
| }, | |
| "gold": { | |
| "group": "DBD-Raws", | |
| "title": "Boruto Naruto Next Generations", | |
| "season": null, | |
| "episode": 2, | |
| "resolution": "1080P", | |
| "source": "BDRip", | |
| "special": null | |
| }, | |
| "pred": { | |
| "group": "DBD-Raws", | |
| "title": "Boruto Naruto Next Generations", | |
| "season": 13, | |
| "episode": 2, | |
| "resolution": "1080P", | |
| "source": "BDRip", | |
| "special": null | |
| } | |
| }, | |
| { | |
| "filename": "[アニメ BD] ギャラクシーエンジェル 第1期(無印) 第09話「ロストテクノロジーのローストビーフ」(1424x1072 HEVC 10bit FLAC softSub(chi+eng) chap)", | |
| "errors": { | |
| "season": { | |
| "gold": null, | |
| "pred": "1" | |
| } | |
| }, | |
| "gold": { | |
| "group": "アニメ BD", | |
| "title": "ギャラクシーエンジェル 第1期(無印) 第09話「ロストテクノロジーのローストビーフ」", | |
| "season": null, | |
| "episode": 9, | |
| "resolution": "1424x1072", | |
| "source": "BD", | |
| "special": null | |
| }, | |
| "pred": { | |
| "group": "アニメ BD", | |
| "title": "ギャラクシーエンジェル 第1期(無印) 第09話「ロストテクノロジーのローストビーフ」", | |
| "season": 1, | |
| "episode": 9, | |
| "resolution": "1424x1072", | |
| "source": "BD", | |
| "special": null | |
| } | |
| }, | |
| { | |
| "filename": "コメットさん☆ 第11話 「バトンの力」(DVD DivX4.12 QB95 640x480 24f) [CRC32_C09E1AB0]", | |
| "errors": { | |
| "source": { | |
| "gold": "cr", | |
| "pred": "dvd" | |
| } | |
| }, | |
| "gold": { | |
| "group": null, | |
| "title": "コメットさん☆", | |
| "season": null, | |
| "episode": 11, | |
| "resolution": "640x480", | |
| "source": "CR", | |
| "special": null | |
| }, | |
| "pred": { | |
| "group": null, | |
| "title": "コメットさん☆", | |
| "season": null, | |
| "episode": 11, | |
| "resolution": "640x480", | |
| "source": "DVD", | |
| "special": null | |
| } | |
| }, | |
| { | |
| "filename": "[Kamigami&Mabors&VCB-Studio] Saenai Heroine no Sodatekata Flat [07][Ma10p_1080p][x265_2aac]", | |
| "errors": { | |
| "source": { | |
| "gold": "aac", | |
| "pred": "x265-2aac" | |
| } | |
| }, | |
| "gold": { | |
| "group": "Kamigami&Mabors&VCB-Studio", | |
| "title": "Saenai Heroine no Sodatekata Flat", | |
| "season": null, | |
| "episode": 7, | |
| "resolution": "1080p", | |
| "source": "aac", | |
| "special": null | |
| }, | |
| "pred": { | |
| "group": "Kamigami&Mabors&VCB-Studio", | |
| "title": "Saenai Heroine no Sodatekata Flat", | |
| "season": null, | |
| "episode": 7, | |
| "resolution": "1080p", | |
| "source": "x265_2aac", | |
| "special": null | |
| } | |
| }, | |
| { | |
| "filename": "[Liuyun&VCB-Studio] Hanasaku Iroha [07][Hi10p_1080p][x264_flac_ac3]", | |
| "errors": { | |
| "source": { | |
| "gold": "flac", | |
| "pred": "x264-flac" | |
| } | |
| }, | |
| "gold": { | |
| "group": "Liuyun&VCB-Studio", | |
| "title": "Hanasaku Iroha", | |
| "season": null, | |
| "episode": 7, | |
| "resolution": "1080p", | |
| "source": "flac", | |
| "special": null | |
| }, | |
| "pred": { | |
| "group": "Liuyun&VCB-Studio", | |
| "title": "Hanasaku Iroha", | |
| "season": null, | |
| "episode": 7, | |
| "resolution": "1080p", | |
| "source": "x264_flac", | |
| "special": null | |
| } | |
| }, | |
| { | |
| "filename": "小新外传4[EP02][2017.06.07]出动!妖怪克星", | |
| "errors": { | |
| "title": { | |
| "gold": "小新外传4 ep02 2017 06", | |
| "pred": "小新外传 ep02 2" | |
| }, | |
| "season": { | |
| "gold": null, | |
| "pred": "4" | |
| }, | |
| "episode": { | |
| "gold": "7", | |
| "pred": "2" | |
| } | |
| }, | |
| "gold": { | |
| "group": null, | |
| "title": "小新外传4 EP02 2017 06", | |
| "season": null, | |
| "episode": 7, | |
| "resolution": null, | |
| "source": null, | |
| "special": null | |
| }, | |
| "pred": { | |
| "group": null, | |
| "title": "小新外传 EP02 2", | |
| "season": 4, | |
| "episode": 2, | |
| "resolution": null, | |
| "source": null, | |
| "special": null | |
| } | |
| }, | |
| { | |
| "filename": "[GM-Team][国漫][异常生物见闻录][The Record of Unusual Creatures][2019][12][HEVC][GB][3840×2160]", | |
| "errors": { | |
| "resolution": { | |
| "gold": "3840×2160", | |
| "pred": "3840×" | |
| } | |
| }, | |
| "gold": { | |
| "group": "GM-Team", | |
| "title": "国漫", | |
| "season": null, | |
| "episode": 12, | |
| "resolution": "3840×2160", | |
| "source": "GB", | |
| "special": null | |
| }, | |
| "pred": { | |
| "group": "GM-Team", | |
| "title": "国漫", | |
| "season": null, | |
| "episode": 12, | |
| "resolution": "3840×", | |
| "source": "GB", | |
| "special": null | |
| } | |
| }, | |
| { | |
| "filename": "Ⅱ 116 第108次鐘聲已經敲過了嗎?", | |
| "errors": { | |
| "title": { | |
| "gold": "ⅱ 116 第", | |
| "pred": "第" | |
| } | |
| }, | |
| "gold": { | |
| "group": null, | |
| "title": "Ⅱ 116 第", | |
| "season": null, | |
| "episode": 116, | |
| "resolution": null, | |
| "source": null, | |
| "special": null | |
| }, | |
| "pred": { | |
| "group": null, | |
| "title": "第", | |
| "season": null, | |
| "episode": 116, | |
| "resolution": null, | |
| "source": null, | |
| "special": null | |
| } | |
| }, | |
| { | |
| "filename": "EP08 & EP11 NCED", | |
| "errors": { | |
| "title": { | |
| "gold": "&", | |
| "pred": "ep" | |
| } | |
| }, | |
| "gold": { | |
| "group": null, | |
| "title": "&", | |
| "season": null, | |
| "episode": 11, | |
| "resolution": null, | |
| "source": null, | |
| "special": "NCED" | |
| }, | |
| "pred": { | |
| "group": null, | |
| "title": "EP", | |
| "season": null, | |
| "episode": 11, | |
| "resolution": null, | |
| "source": null, | |
| "special": "NCED" | |
| } | |
| }, | |
| { | |
| "filename": "[S1YURICON] Necronomico no Cosmic Horror Show[06][1080p][WebRip][HEVC_AAC][CHS]", | |
| "errors": { | |
| "season": { | |
| "gold": null, | |
| "pred": "1" | |
| } | |
| }, | |
| "gold": { | |
| "group": "S1YURICON", | |
| "title": "Necronomico no Cosmic Horror Show", | |
| "season": null, | |
| "episode": 6, | |
| "resolution": "1080p", | |
| "source": "WebRip", | |
| "special": null | |
| }, | |
| "pred": { | |
| "group": "S1YURICON", | |
| "title": "Necronomico no Cosmic Horror Show", | |
| "season": 1, | |
| "episode": 6, | |
| "resolution": "1080p", | |
| "source": "WebRip", | |
| "special": null | |
| } | |
| }, | |
| { | |
| "filename": "[FZsub]Gate - Jieitai Kanochi nite, Kaku Tatakaeri 2 - 02(14) (MX 1280x720 x264 AAC)_x264", | |
| "errors": { | |
| "title": { | |
| "gold": "gate - jieitai kanochi nite, kaku tatakaeri 2", | |
| "pred": "gate - jieitai kanochi nite, kaku tatakaeri 2 - 02" | |
| }, | |
| "season": { | |
| "gold": "2", | |
| "pred": null | |
| } | |
| }, | |
| "gold": { | |
| "group": "FZsub", | |
| "title": "Gate - Jieitai Kanochi nite, Kaku Tatakaeri 2", | |
| "season": 2, | |
| "episode": 14, | |
| "resolution": "1280x720", | |
| "source": "x264", | |
| "special": null | |
| }, | |
| "pred": { | |
| "group": "FZsub", | |
| "title": "Gate - Jieitai Kanochi nite, Kaku Tatakaeri 2 - 02", | |
| "season": null, | |
| "episode": 14, | |
| "resolution": "1280x720", | |
| "source": "x264", | |
| "special": null | |
| } | |
| }, | |
| { | |
| "filename": "Mobile Suit Gundam SEED Destiny - HD Remaster 2013 Anime Music Clip2 - Life Goes On [BD 1248x702 23.976fps AVC-yuv420p10 FLAC] v2 - yan04000985", | |
| "errors": { | |
| "episode": { | |
| "gold": null, | |
| "pred": "23" | |
| } | |
| }, | |
| "gold": { | |
| "group": null, | |
| "title": "Mobile Suit Gundam SEED Destiny - HD Remaster 2013 Anime Music Clip2 - Life Goes On", | |
| "season": null, | |
| "episode": null, | |
| "resolution": "1248x702", | |
| "source": "BD", | |
| "special": null | |
| }, | |
| "pred": { | |
| "group": null, | |
| "title": "Mobile Suit Gundam SEED Destiny - HD Remaster 2013 Anime Music Clip2 - Life Goes On", | |
| "season": null, | |
| "episode": 23, | |
| "resolution": "1248x702", | |
| "source": "BD", | |
| "special": null | |
| } | |
| }, | |
| { | |
| "filename": "Mary_E_Il_Giardino_Segreto_-_07_-_Camilla_[DvdMUX_by_Magic_©2008]", | |
| "errors": { | |
| "source": { | |
| "gold": null, | |
| "pred": "dvd" | |
| } | |
| }, | |
| "gold": { | |
| "group": null, | |
| "title": "Mary_E_Il_Giardino_Segreto", | |
| "season": null, | |
| "episode": 7, | |
| "resolution": null, | |
| "source": null, | |
| "special": null | |
| }, | |
| "pred": { | |
| "group": null, | |
| "title": "Mary_E_Il_Giardino_Segreto", | |
| "season": null, | |
| "episode": 7, | |
| "resolution": null, | |
| "source": "Dvd", | |
| "special": null | |
| } | |
| }, | |
| { | |
| "filename": "(アニメ) アイドル伝説えり子 第24話 「心をつなぐ輪舞曲」 (DVD 640x480DivX5.02QB93 48kHz128kbps)", | |
| "errors": { | |
| "resolution": { | |
| "gold": null, | |
| "pred": "640x480" | |
| } | |
| }, | |
| "gold": { | |
| "group": "アニメ", | |
| "title": "アイドル伝説えり子", | |
| "season": null, | |
| "episode": 24, | |
| "resolution": null, | |
| "source": "DVD", | |
| "special": null | |
| }, | |
| "pred": { | |
| "group": "アニメ", | |
| "title": "アイドル伝説えり子", | |
| "season": null, | |
| "episode": 24, | |
| "resolution": "640x480", | |
| "source": "DVD", | |
| "special": null | |
| } | |
| }, | |
| { | |
| "filename": "[DMG] 東京レイヴンズ 第06話「days in nest -休日-」 [BDRip][AVC_AAC][720P][CHS](A8161323)", | |
| "errors": { | |
| "episode": { | |
| "gold": "1323", | |
| "pred": "6" | |
| } | |
| }, | |
| "gold": { | |
| "group": "DMG", | |
| "title": "東京レイヴンズ 第06話「days in nest -休日-」", | |
| "season": null, | |
| "episode": 1323, | |
| "resolution": "720P", | |
| "source": "BDRip", | |
| "special": null | |
| }, | |
| "pred": { | |
| "group": "DMG", | |
| "title": "東京レイヴンズ 第06話「days in nest -休日-」", | |
| "season": null, | |
| "episode": 6, | |
| "resolution": "720P", | |
| "source": "BDRip", | |
| "special": null | |
| } | |
| }, | |
| { | |
| "filename": "[S1YURICON] Necronomico no Cosmic Horror Show[05v2][1080p][WebRip][AVC_AAC][CHS]", | |
| "errors": { | |
| "season": { | |
| "gold": null, | |
| "pred": "1" | |
| } | |
| }, | |
| "gold": { | |
| "group": "S1YURICON", | |
| "title": "Necronomico no Cosmic Horror Show", | |
| "season": null, | |
| "episode": 5, | |
| "resolution": "1080p", | |
| "source": "WebRip", | |
| "special": null | |
| }, | |
| "pred": { | |
| "group": "S1YURICON", | |
| "title": "Necronomico no Cosmic Horror Show", | |
| "season": 1, | |
| "episode": 5, | |
| "resolution": "1080p", | |
| "source": "WebRip", | |
| "special": null | |
| } | |
| }, | |
| { | |
| "filename": "Cardcaptor Sakura - 17 [x264-AAC-BD1440x1080p][Sakura][C-W][E2B50799]", | |
| "errors": { | |
| "resolution": { | |
| "gold": null, | |
| "pred": "1080p" | |
| }, | |
| "source": { | |
| "gold": null, | |
| "pred": "e2b50799" | |
| } | |
| }, | |
| "gold": { | |
| "group": null, | |
| "title": "Cardcaptor Sakura", | |
| "season": null, | |
| "episode": 17, | |
| "resolution": null, | |
| "source": null, | |
| "special": null | |
| }, | |
| "pred": { | |
| "group": null, | |
| "title": "Cardcaptor Sakura", | |
| "season": null, | |
| "episode": 17, | |
| "resolution": "1080p", | |
| "source": "E2B50799", | |
| "special": null | |
| } | |
| }, | |
| { | |
| "filename": "[Xspitfire911] Tate no Yuusha no Nariagari S01E20 BDRIP 1080p X265 10bit VOSTFR", | |
| "errors": { | |
| "season": { | |
| "gold": null, | |
| "pred": "1" | |
| } | |
| }, | |
| "gold": { | |
| "group": "Xspitfire911", | |
| "title": "Tate no Yuusha no Nariagari", | |
| "season": null, | |
| "episode": 20, | |
| "resolution": "1080p", | |
| "source": "BDRIP", | |
| "special": null | |
| }, | |
| "pred": { | |
| "group": "Xspitfire911", | |
| "title": "Tate no Yuusha no Nariagari", | |
| "season": 1, | |
| "episode": 20, | |
| "resolution": "1080p", | |
| "source": "BDRIP", | |
| "special": null | |
| } | |
| }, | |
| { | |
| "filename": "[KTXP][Dungeon ni Deai wo Motomeru no wa Machigatteiru Darou ka IV][13][BIG5][720P][MP4]", | |
| "errors": { | |
| "title": { | |
| "gold": "dungeon ni deai wo motomeru no wa machigatteiru darou ka", | |
| "pred": "dungeon ni deai wo motomeru no wa machigatteiru darou ka iv" | |
| }, | |
| "season": { | |
| "gold": "4", | |
| "pred": null | |
| } | |
| }, | |
| "gold": { | |
| "group": "KTXP", | |
| "title": "Dungeon ni Deai wo Motomeru no wa Machigatteiru Darou ka", | |
| "season": 4, | |
| "episode": 13, | |
| "resolution": "720P", | |
| "source": "BIG5", | |
| "special": null | |
| }, | |
| "pred": { | |
| "group": "KTXP", | |
| "title": "Dungeon ni Deai wo Motomeru no wa Machigatteiru Darou ka IV", | |
| "season": null, | |
| "episode": 13, | |
| "resolution": "720P", | |
| "source": "BIG5", | |
| "special": null | |
| } | |
| }, | |
| { | |
| "filename": "[JyFanSub][Fate_Apocrypha][15][GB][1080]p", | |
| "errors": { | |
| "episode": { | |
| "gold": "1080", | |
| "pred": "15" | |
| } | |
| }, | |
| "gold": { | |
| "group": "JyFanSub", | |
| "title": "Fate_Apocrypha", | |
| "season": null, | |
| "episode": 1080, | |
| "resolution": null, | |
| "source": "GB", | |
| "special": null | |
| }, | |
| "pred": { | |
| "group": "JyFanSub", | |
| "title": "Fate_Apocrypha", | |
| "season": null, | |
| "episode": 15, | |
| "resolution": null, | |
| "source": "GB", | |
| "special": null | |
| } | |
| } | |
| ] | |
| } |