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": 512, | |
| "field_accuracy": { | |
| "group": 1.0, | |
| "title": 0.974609375, | |
| "season": 0.98046875, | |
| "episode": 0.806640625, | |
| "resolution": 1.0, | |
| "source": 0.998046875, | |
| "special": 0.96875 | |
| }, | |
| "field_correct": { | |
| "group": 512, | |
| "title": 499, | |
| "season": 502, | |
| "episode": 413, | |
| "resolution": 512, | |
| "source": 511, | |
| "special": 496 | |
| }, | |
| "field_total": { | |
| "group": 512, | |
| "title": 512, | |
| "season": 512, | |
| "episode": 512, | |
| "resolution": 512, | |
| "source": 512, | |
| "special": 512 | |
| }, | |
| "full_match_accuracy": 0.751953125, | |
| "full_match_correct": 385, | |
| "full_match_total": 512, | |
| "failures": [ | |
| { | |
| "filename": "[ReinForce] Sword Art Online II - ED3 (BDRip 1920x1080 x264 FLAC)", | |
| "errors": { | |
| "season": { | |
| "gold": null, | |
| "pred": "2" | |
| } | |
| }, | |
| "gold": { | |
| "group": "ReinForce", | |
| "title": "Sword Art Online II", | |
| "season": null, | |
| "episode": null, | |
| "resolution": "1920x1080", | |
| "source": "BDRip", | |
| "special": "ED3" | |
| }, | |
| "pred": { | |
| "group": "ReinForce", | |
| "title": "Sword Art Online II", | |
| "season": 2, | |
| "episode": null, | |
| "resolution": "1920x1080", | |
| "source": "BDRip", | |
| "special": "ED3" | |
| } | |
| }, | |
| { | |
| "filename": "[アニメ DVD] 銀装騎攻オーディアン ACT.06 特典映像 川田&榎本トーク (DVD 640x480 WMV9 QB90 30fps MP3 192kbps)", | |
| "errors": { | |
| "title": { | |
| "gold": "銀装騎攻オーディアン act.06 特典映像 川田&榎本トーク", | |
| "pred": "銀装騎攻オーディアン act.06 特典映像 川田" | |
| } | |
| }, | |
| "gold": { | |
| "group": "アニメ DVD", | |
| "title": "銀装騎攻オーディアン ACT.06 特典映像 川田&榎本トーク", | |
| "season": null, | |
| "episode": null, | |
| "resolution": "640x480", | |
| "source": "DVD", | |
| "special": null | |
| }, | |
| "pred": { | |
| "group": "アニメ DVD", | |
| "title": "銀装騎攻オーディアン ACT.06 特典映像 川田", | |
| "season": null, | |
| "episode": null, | |
| "resolution": "640x480", | |
| "source": "DVD", | |
| "special": null | |
| } | |
| }, | |
| { | |
| "filename": "05-ラディアン 第2シリーズ_ED", | |
| "errors": { | |
| "title": { | |
| "gold": "05-ラディアン 第2シリーズ", | |
| "pred": "05-ラディアン 第2" | |
| } | |
| }, | |
| "gold": { | |
| "group": null, | |
| "title": "05-ラディアン 第2シリーズ", | |
| "season": null, | |
| "episode": null, | |
| "resolution": null, | |
| "source": null, | |
| "special": "ED" | |
| }, | |
| "pred": { | |
| "group": null, | |
| "title": "05-ラディアン 第2", | |
| "season": null, | |
| "episode": null, | |
| "resolution": null, | |
| "source": null, | |
| "special": "ED" | |
| } | |
| }, | |
| { | |
| "filename": "[A.A] hinotori 03", | |
| "errors": { | |
| "title": { | |
| "gold": "hinotori 03", | |
| "pred": "hinotori" | |
| }, | |
| "episode": { | |
| "gold": null, | |
| "pred": "3" | |
| } | |
| }, | |
| "gold": { | |
| "group": "A.A", | |
| "title": "hinotori 03", | |
| "season": null, | |
| "episode": null, | |
| "resolution": null, | |
| "source": null, | |
| "special": null | |
| }, | |
| "pred": { | |
| "group": "A.A", | |
| "title": "hinotori", | |
| "season": null, | |
| "episode": 3, | |
| "resolution": null, | |
| "source": null, | |
| "special": null | |
| } | |
| }, | |
| { | |
| "filename": "[Nekomoe kissaten] Azur Lane Bisoku Zenshin! [ED][05][BDRip 1080p HEVC-10bit FLAC]", | |
| "errors": { | |
| "episode": { | |
| "gold": null, | |
| "pred": "5" | |
| } | |
| }, | |
| "gold": { | |
| "group": "Nekomoe kissaten", | |
| "title": "Azur Lane Bisoku Zenshin! [ED", | |
| "season": null, | |
| "episode": null, | |
| "resolution": "1080p", | |
| "source": "BDRip", | |
| "special": "05" | |
| }, | |
| "pred": { | |
| "group": "Nekomoe kissaten", | |
| "title": "Azur Lane Bisoku Zenshin! [ED", | |
| "season": null, | |
| "episode": 5, | |
| "resolution": "1080p", | |
| "source": "BDRip", | |
| "special": "05" | |
| } | |
| }, | |
| { | |
| "filename": "[VCB-Studio] Danmachi IV [10][Ma10p_1080p][x265_flac]", | |
| "errors": { | |
| "season": { | |
| "gold": null, | |
| "pred": "4" | |
| }, | |
| "episode": { | |
| "gold": null, | |
| "pred": "10" | |
| } | |
| }, | |
| "gold": { | |
| "group": "VCB-Studio", | |
| "title": "Danmachi", | |
| "season": null, | |
| "episode": null, | |
| "resolution": "1080p", | |
| "source": "x265_flac", | |
| "special": "10" | |
| }, | |
| "pred": { | |
| "group": "VCB-Studio", | |
| "title": "Danmachi", | |
| "season": 4, | |
| "episode": 10, | |
| "resolution": "1080p", | |
| "source": "x265_flac", | |
| "special": "10" | |
| } | |
| }, | |
| { | |
| "filename": "[FZSD&DBD-Raws][King of Prism Dramatic Prism.1][PV][12][1080P][BDRip][HEVC-10bit][FLAC]", | |
| "errors": { | |
| "episode": { | |
| "gold": null, | |
| "pred": "12" | |
| } | |
| }, | |
| "gold": { | |
| "group": "FZSD&DBD-Raws", | |
| "title": "King of Prism Dramatic Prism.1", | |
| "season": null, | |
| "episode": null, | |
| "resolution": "1080P", | |
| "source": "BDRip", | |
| "special": "12" | |
| }, | |
| "pred": { | |
| "group": "FZSD&DBD-Raws", | |
| "title": "King of Prism Dramatic Prism.1", | |
| "season": null, | |
| "episode": 12, | |
| "resolution": "1080P", | |
| "source": "BDRip", | |
| "special": "12" | |
| } | |
| }, | |
| { | |
| "filename": "[SAIO-Raws] Wakaokami wa Shougakusei! PV 02 [BD 1920x1080 HEVC-10bit OPUS]", | |
| "errors": { | |
| "episode": { | |
| "gold": null, | |
| "pred": "2" | |
| } | |
| }, | |
| "gold": { | |
| "group": "SAIO-Raws", | |
| "title": "Wakaokami wa Shougakusei! PV 02", | |
| "season": null, | |
| "episode": null, | |
| "resolution": "1920x1080", | |
| "source": "BD", | |
| "special": "PV 02" | |
| }, | |
| "pred": { | |
| "group": "SAIO-Raws", | |
| "title": "Wakaokami wa Shougakusei! PV 02", | |
| "season": null, | |
| "episode": 2, | |
| "resolution": "1920x1080", | |
| "source": "BD", | |
| "special": "PV 02" | |
| } | |
| }, | |
| { | |
| "filename": "[DBD-Raws][Hime-sama Goumon no Jikan Desu][PV][01][1080P][BDRip][HEVC-10bit][FLAC]", | |
| "errors": { | |
| "episode": { | |
| "gold": null, | |
| "pred": "1" | |
| } | |
| }, | |
| "gold": { | |
| "group": "DBD-Raws", | |
| "title": "Hime-sama Goumon no Jikan Desu", | |
| "season": null, | |
| "episode": null, | |
| "resolution": "1080P", | |
| "source": "BDRip", | |
| "special": "01" | |
| }, | |
| "pred": { | |
| "group": "DBD-Raws", | |
| "title": "Hime-sama Goumon no Jikan Desu", | |
| "season": null, | |
| "episode": 1, | |
| "resolution": "1080P", | |
| "source": "BDRip", | |
| "special": "01" | |
| } | |
| }, | |
| { | |
| "filename": "[DBD-Raws][Tenshi no 3P!][PV][03][1080P][BDRip][HEVC-10bit][FLAC]", | |
| "errors": { | |
| "episode": { | |
| "gold": null, | |
| "pred": "3" | |
| } | |
| }, | |
| "gold": { | |
| "group": "DBD-Raws", | |
| "title": "Tenshi no 3P!", | |
| "season": null, | |
| "episode": null, | |
| "resolution": "1080P", | |
| "source": "BDRip", | |
| "special": "03" | |
| }, | |
| "pred": { | |
| "group": "DBD-Raws", | |
| "title": "Tenshi no 3P!", | |
| "season": null, | |
| "episode": 3, | |
| "resolution": "1080P", | |
| "source": "BDRip", | |
| "special": "03" | |
| } | |
| }, | |
| { | |
| "filename": "[Suzu-Kaze] DanMachi IV 21 [WebRip 1920x1080 HEVC YUV420P10 AAC]", | |
| "errors": { | |
| "episode": { | |
| "gold": null, | |
| "pred": "21" | |
| } | |
| }, | |
| "gold": { | |
| "group": "Suzu-Kaze", | |
| "title": "DanMachi IV 21", | |
| "season": null, | |
| "episode": null, | |
| "resolution": "1920x1080", | |
| "source": "WebRip", | |
| "special": "IV 21" | |
| }, | |
| "pred": { | |
| "group": "Suzu-Kaze", | |
| "title": "DanMachi IV 21", | |
| "season": null, | |
| "episode": 21, | |
| "resolution": "1920x1080", | |
| "source": "WebRip", | |
| "special": "IV 21" | |
| } | |
| }, | |
| { | |
| "filename": "[VCB-Studio] Log Horizon 2 [IV03][Ma10p_1080p][x265_aac]", | |
| "errors": { | |
| "season": { | |
| "gold": null, | |
| "pred": "2" | |
| } | |
| }, | |
| "gold": { | |
| "group": "VCB-Studio", | |
| "title": "Log Horizon 2", | |
| "season": null, | |
| "episode": null, | |
| "resolution": "1080p", | |
| "source": "x265_aac", | |
| "special": "IV03" | |
| }, | |
| "pred": { | |
| "group": "VCB-Studio", | |
| "title": "Log Horizon 2", | |
| "season": 2, | |
| "episode": null, | |
| "resolution": "1080p", | |
| "source": "x265_aac", | |
| "special": "IV03" | |
| } | |
| }, | |
| { | |
| "filename": "[DBD-Raws][Mahou Shoujo Lyrical Nanoha The Movie 2nd A's][PV][06][1080P][BDRip][HEVC-10bit][FLAC]", | |
| "errors": { | |
| "episode": { | |
| "gold": null, | |
| "pred": "6" | |
| } | |
| }, | |
| "gold": { | |
| "group": "DBD-Raws", | |
| "title": "Mahou Shoujo Lyrical Nanoha The Movie 2nd A's", | |
| "season": null, | |
| "episode": null, | |
| "resolution": "1080P", | |
| "source": "BDRip", | |
| "special": "06" | |
| }, | |
| "pred": { | |
| "group": "DBD-Raws", | |
| "title": "Mahou Shoujo Lyrical Nanoha The Movie 2nd A's", | |
| "season": null, | |
| "episode": 6, | |
| "resolution": "1080P", | |
| "source": "BDRip", | |
| "special": "06" | |
| } | |
| }, | |
| { | |
| "filename": "[DBD-Raws][Hana wa Saku, Shura no Gotoku][PV][11][1080P][BDRip][HEVC-10bit][FLAC]", | |
| "errors": { | |
| "episode": { | |
| "gold": null, | |
| "pred": "11" | |
| } | |
| }, | |
| "gold": { | |
| "group": "DBD-Raws", | |
| "title": "Hana wa Saku, Shura no Gotoku", | |
| "season": null, | |
| "episode": null, | |
| "resolution": "1080P", | |
| "source": "BDRip", | |
| "special": "11" | |
| }, | |
| "pred": { | |
| "group": "DBD-Raws", | |
| "title": "Hana wa Saku, Shura no Gotoku", | |
| "season": null, | |
| "episode": 11, | |
| "resolution": "1080P", | |
| "source": "BDRip", | |
| "special": "11" | |
| } | |
| }, | |
| { | |
| "filename": "[Seed-Raws] Strike the Blood IV - OVA Vol.01 Menu 02 (BD 1280x720 AVC AAC)", | |
| "errors": { | |
| "season": { | |
| "gold": "4", | |
| "pred": null | |
| } | |
| }, | |
| "gold": { | |
| "group": "Seed-Raws", | |
| "title": "Strike the Blood IV - OVA Vol.01 Menu 02", | |
| "season": 4, | |
| "episode": null, | |
| "resolution": "1280x720", | |
| "source": "BD", | |
| "special": "OVA" | |
| }, | |
| "pred": { | |
| "group": "Seed-Raws", | |
| "title": "Strike the Blood IV - OVA Vol.01 Menu 02", | |
| "season": null, | |
| "episode": null, | |
| "resolution": "1280x720", | |
| "source": "BD", | |
| "special": "OVA" | |
| } | |
| }, | |
| { | |
| "filename": "[DBD-Raws][Hametsu no Oukoku][PV][05][1080P][BDRip][HEVC-10bit][FLAC]", | |
| "errors": { | |
| "episode": { | |
| "gold": null, | |
| "pred": "5" | |
| } | |
| }, | |
| "gold": { | |
| "group": "DBD-Raws", | |
| "title": "Hametsu no Oukoku", | |
| "season": null, | |
| "episode": null, | |
| "resolution": "1080P", | |
| "source": "BDRip", | |
| "special": "05" | |
| }, | |
| "pred": { | |
| "group": "DBD-Raws", | |
| "title": "Hametsu no Oukoku", | |
| "season": null, | |
| "episode": 5, | |
| "resolution": "1080P", | |
| "source": "BDRip", | |
| "special": "05" | |
| } | |
| }, | |
| { | |
| "filename": "[DBD-Raws][Tate no Yuusha no Nariagari S1][PV][03][1080P][BDRip][HEVC-10bit][FLAC]", | |
| "errors": { | |
| "episode": { | |
| "gold": null, | |
| "pred": "3" | |
| } | |
| }, | |
| "gold": { | |
| "group": "DBD-Raws", | |
| "title": "Tate no Yuusha no Nariagari", | |
| "season": 1, | |
| "episode": null, | |
| "resolution": "1080P", | |
| "source": "BDRip", | |
| "special": "03" | |
| }, | |
| "pred": { | |
| "group": "DBD-Raws", | |
| "title": "Tate no Yuusha no Nariagari", | |
| "season": 1, | |
| "episode": 3, | |
| "resolution": "1080P", | |
| "source": "BDRip", | |
| "special": "03" | |
| } | |
| }, | |
| { | |
| "filename": "[DBD-Raws][Kimi no Iro][PV][12][1080P][BDRip][HEVC-10bit][FLAC]", | |
| "errors": { | |
| "episode": { | |
| "gold": null, | |
| "pred": "12" | |
| } | |
| }, | |
| "gold": { | |
| "group": "DBD-Raws", | |
| "title": "Kimi no Iro", | |
| "season": null, | |
| "episode": null, | |
| "resolution": "1080P", | |
| "source": "BDRip", | |
| "special": "12" | |
| }, | |
| "pred": { | |
| "group": "DBD-Raws", | |
| "title": "Kimi no Iro", | |
| "season": null, | |
| "episode": 12, | |
| "resolution": "1080P", | |
| "source": "BDRip", | |
| "special": "12" | |
| } | |
| }, | |
| { | |
| "filename": "[DBD-Raws][Hime-sama Goumon no Jikan Desu][PV][02][1080P][BDRip][HEVC-10bit][FLAC]", | |
| "errors": { | |
| "episode": { | |
| "gold": null, | |
| "pred": "2" | |
| } | |
| }, | |
| "gold": { | |
| "group": "DBD-Raws", | |
| "title": "Hime-sama Goumon no Jikan Desu", | |
| "season": null, | |
| "episode": null, | |
| "resolution": "1080P", | |
| "source": "BDRip", | |
| "special": "02" | |
| }, | |
| "pred": { | |
| "group": "DBD-Raws", | |
| "title": "Hime-sama Goumon no Jikan Desu", | |
| "season": null, | |
| "episode": 2, | |
| "resolution": "1080P", | |
| "source": "BDRip", | |
| "special": "02" | |
| } | |
| }, | |
| { | |
| "filename": "Mahou.no.Angel.Sweet.Mint.TV.1990.DVDRip-Hi.x264.AC3.1024.EP21-nezumi", | |
| "errors": { | |
| "title": { | |
| "gold": "mahou.no.angel.sweet.mint.tv.1990. -hi. .ac", | |
| "pred": "mahou.no.angel.sweet.mint.tv.1 -h" | |
| } | |
| }, | |
| "gold": { | |
| "group": null, | |
| "title": "Mahou.no.Angel.Sweet.Mint.TV.1990. -Hi. .AC", | |
| "season": null, | |
| "episode": 21, | |
| "resolution": null, | |
| "source": "DVDRip", | |
| "special": null | |
| }, | |
| "pred": { | |
| "group": null, | |
| "title": "Mahou.no.Angel.Sweet.Mint.TV.1 -H", | |
| "season": null, | |
| "episode": 21, | |
| "resolution": null, | |
| "source": "DVDRip", | |
| "special": null | |
| } | |
| } | |
| ] | |
| } |