Upload 10 files
Browse files- config.json +41 -0
- eval.txt +6 -0
- metrics.json +1 -0
- model.safetensors +3 -0
- model_name +1 -0
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +240 -0
- training_args.bin +3 -0
config.json
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{
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"_name_or_path": "google-bert/bert-base-multilingual-cased",
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"architectures": [
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"BertForTokenClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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"directionality": "bidi",
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_2": 2
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "bert",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 0,
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"pooler_fc_size": 768,
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"pooler_num_attention_heads": 12,
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"pooler_num_fc_layers": 3,
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"pooler_size_per_head": 128,
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"pooler_type": "first_token_transform",
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.41.1",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 119547
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}
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eval.txt
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| | Synt (None, Delim.) | Bert (None, Delim., Pad.) |
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|-----------+------------------------------------------------+-----------------------------------------------|
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| Accuracy | 0.976800588896207 | 0.9932784225057487 |
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| Precision | [0.9004062759534017, 0.6344567522979024, 1.0] | [0.9817984308992155, 0.8651105984529787, 1.0] |
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| Recall | [0.9627745109804392, 0.3776125683826624, 1.0] | [0.9761430457218289, 0.8942348155421518, 1.0] |
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| F1-score | [0.9305465342859794, 0.47344354555047485, 1.0] | [0.9789625707064629, 0.8794316457442406, 1.0] |
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metrics.json
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{"loss": 0.0046, "grad_norm": 0.07699564099311829, "learning_rate": 4.4000000000000006e-05, "epoch": 6.0, "step": 360, "eval_loss": 0.010619055479764938, "eval_accurracy": {"accuracy": 0.9964112146950224}, "eval_recall": [0.9854655117681738, 0.9145922746781115, 1.0], "eval_precision": [0.9909254656968923, 0.8692637160921884, 1.0], "eval_f1": [0.9881879469310263, 0.8913520861654293, 1.0], "eval_runtime": 9.0321, "eval_samples_per_second": 77.612, "eval_steps_per_second": 0.886}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:fba7caab1fc24d54e4945648fb0607ca10634c0084ba0080accc1619b6d58055
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size 709083980
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model_name
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google-bert/bert-base-multilingual-cased
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:64fa743c60be9c4c25d0d06018797708fa5c5d8c13c40aa1803ee095622030cd
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size 1418287674
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:d92f8588ca4576196e1ff5806fd549535f1e969c714eae025e4c9f25d11bd5bb
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size 14244
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:005e6bda6cd88475018063d38f5944852738698cb0b5363e8ec1c9bf609c6c68
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size 1064
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trainer_state.json
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{
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"best_metric": 0.009304543025791645,
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|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
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|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:56bcb5fa40f9f9fdb2343dd4f41005e8be349f6799361b66ccb28613cc60f2d4
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| 3 |
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size 5112
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