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")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("ModerRAS/AniFileBERT") model = AutoModelForTokenClassification.from_pretrained("ModerRAS/AniFileBERT", device_map="auto") - Notebooks
- Google Colab
- Kaggle
File size: 4,868 Bytes
e63569d f712f4b be6a29a f712f4b 67d8016 f712f4b 67d8016 e63569d f712f4b 67d8016 be6a29a 67d8016 e63569d f712f4b be6a29a e63569d 67d8016 be6a29a f712f4b 67d8016 f712f4b be6a29a 67d8016 f712f4b 359ff82 67d8016 f712f4b 67d8016 be6a29a f712f4b be6a29a 67d8016 f712f4b 67d8016 be6a29a f712f4b 67d8016 f712f4b 67d8016 f712f4b 67d8016 f712f4b 67d8016 f712f4b 67d8016 f712f4b 67d8016 f712f4b 67d8016 f712f4b 67d8016 be6a29a 67d8016 be6a29a 359ff82 67d8016 be6a29a 67d8016 359ff82 f712f4b be6a29a 67d8016 f712f4b 67d8016 359ff82 be6a29a f712f4b be6a29a f712f4b 67d8016 f712f4b be6a29a 67d8016 f712f4b 67d8016 f712f4b 359ff82 67d8016 f712f4b 67d8016 f712f4b 67d8016 359ff82 67d8016 f712f4b e63569d f712f4b e63569d f712f4b be6a29a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 | {
"primary_metric": "normalized_only",
"modes": {
"model_only": {
"constrain_bio": false,
"sample_count": 2048,
"field_accuracy": {
"group": 1.0,
"title": 0.99951171875,
"season": 1.0,
"episode": 1.0,
"resolution": 1.0,
"source": 1.0,
"special": 0.99951171875
},
"field_correct": {
"group": 2048,
"title": 2047,
"season": 2048,
"episode": 2048,
"resolution": 2048,
"source": 2048,
"special": 2047
},
"field_total": {
"group": 2048,
"title": 2048,
"season": 2048,
"episode": 2048,
"resolution": 2048,
"source": 2048,
"special": 2048
},
"full_match_accuracy": 0.9990234375,
"full_match_correct": 2046,
"full_match_total": 2048,
"failures": [
{
"filename": "[アニメ DVD] 新竹取物語 1000年女王 第08話 「危機を呼ぶ地下爆発」 (640x480 WMV9)",
"errors": {
"title": {
"gold": "新竹取物語",
"pred": "新"
}
},
"gold": {
"group": null,
"title": "新竹取物語",
"season": null,
"episode": 1000,
"resolution": "640x480",
"source": "DVD",
"special": null
},
"pred": {
"group": null,
"title": "新",
"season": null,
"episode": 1000,
"resolution": "640x480",
"source": "DVD",
"special": null
}
},
{
"filename": "[JyFanSub][Kobayashi_san Chi no Maid Dragon][SP2[GB][720p]",
"errors": {
"special": {
"gold": "sp",
"pred": "sp2"
}
},
"gold": {
"group": "JyFanSub",
"title": "Kobayashi_san Chi no Maid Dragon",
"season": null,
"episode": null,
"resolution": "720p",
"source": "GB",
"special": "SP"
},
"pred": {
"group": "JyFanSub",
"title": "Kobayashi_san Chi no Maid Dragon",
"season": null,
"episode": null,
"resolution": "720p",
"source": "GB",
"special": "SP2"
}
}
]
},
"normalized_only": {
"constrain_bio": true,
"sample_count": 2048,
"field_accuracy": {
"group": 1.0,
"title": 0.99951171875,
"season": 1.0,
"episode": 1.0,
"resolution": 1.0,
"source": 1.0,
"special": 0.99951171875
},
"field_correct": {
"group": 2048,
"title": 2047,
"season": 2048,
"episode": 2048,
"resolution": 2048,
"source": 2048,
"special": 2047
},
"field_total": {
"group": 2048,
"title": 2048,
"season": 2048,
"episode": 2048,
"resolution": 2048,
"source": 2048,
"special": 2048
},
"full_match_accuracy": 0.9990234375,
"full_match_correct": 2046,
"full_match_total": 2048,
"failures": [
{
"filename": "[アニメ DVD] 新竹取物語 1000年女王 第08話 「危機を呼ぶ地下爆発」 (640x480 WMV9)",
"errors": {
"title": {
"gold": "新竹取物語",
"pred": "新"
}
},
"gold": {
"group": null,
"title": "新竹取物語",
"season": null,
"episode": 1000,
"resolution": "640x480",
"source": "DVD",
"special": null
},
"pred": {
"group": null,
"title": "新",
"season": null,
"episode": 1000,
"resolution": "640x480",
"source": "DVD",
"special": null
}
},
{
"filename": "[JyFanSub][Kobayashi_san Chi no Maid Dragon][SP2[GB][720p]",
"errors": {
"special": {
"gold": "sp",
"pred": "sp2"
}
},
"gold": {
"group": "JyFanSub",
"title": "Kobayashi_san Chi no Maid Dragon",
"season": null,
"episode": null,
"resolution": "720p",
"source": "GB",
"special": "SP"
},
"pred": {
"group": "JyFanSub",
"title": "Kobayashi_san Chi no Maid Dragon",
"season": null,
"episode": null,
"resolution": "720p",
"source": "GB",
"special": "SP2"
}
}
]
}
}
} |