Upload folder using huggingface_hub
Browse files- training_checkpoints/checkpoint-2688/added_tokens.json +3 -0
- training_checkpoints/checkpoint-2688/config.json +41 -0
- training_checkpoints/checkpoint-2688/model.safetensors +3 -0
- training_checkpoints/checkpoint-2688/optimizer.pt +3 -0
- training_checkpoints/checkpoint-2688/rng_state.pth +3 -0
- training_checkpoints/checkpoint-2688/scheduler.pt +3 -0
- training_checkpoints/checkpoint-2688/special_tokens_map.json +13 -0
- training_checkpoints/checkpoint-2688/tokenizer.json +0 -0
- training_checkpoints/checkpoint-2688/tokenizer_config.json +65 -0
- training_checkpoints/checkpoint-2688/trainer_state.json +320 -0
- training_checkpoints/checkpoint-2688/training_args.bin +3 -0
- training_checkpoints/checkpoint-2688/vocab.txt +0 -0
training_checkpoints/checkpoint-2688/added_tokens.json
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{
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"<pad>": 30522
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}
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training_checkpoints/checkpoint-2688/config.json
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{
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"_name_or_path": "law-ai/InLegalBERT",
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"architectures": [
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"BertForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"classifier_dropout": null,
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"eos_token_ids": 0,
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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": "positive",
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"1": "negative",
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"2": "neutral",
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"3": "rel_by_party"
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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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"negative": 1,
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"neutral": 2,
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"positive": 0,
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"rel_by_party": 3
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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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"output_past": true,
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"pad_token_id": 30522,
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.39.3",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 30523
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}
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training_checkpoints/checkpoint-2688/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:51317e09d06ff6ad36d1a7dac4d266cac2a962fc0ca51c4052e65cc53e906036
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size 437967872
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training_checkpoints/checkpoint-2688/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:e4896f4129b031e0c2d7e508d1368ad47f50887ad0058df5f8d642cf46a927ff
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size 876056826
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training_checkpoints/checkpoint-2688/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:07c0d3d75ccd510156a69fc00a18c8ee500b5647683f3286579c8c609f9abb12
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size 14244
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training_checkpoints/checkpoint-2688/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:13a055c75a246816aaee23e7539ad6ecbe03e82f0c7309cae5651a435fc6fb62
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size 1064
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training_checkpoints/checkpoint-2688/special_tokens_map.json
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{
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"cls_token": "[CLS]",
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"mask_token": "[MASK]",
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"pad_token": {
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"content": "<pad>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"sep_token": "[SEP]",
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"unk_token": "[UNK]"
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}
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training_checkpoints/checkpoint-2688/tokenizer.json
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training_checkpoints/checkpoint-2688/tokenizer_config.json
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{
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"added_tokens_decoder": {
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"0": {
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"content": "[PAD]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"100": {
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"content": "[UNK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"101": {
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"content": "[CLS]",
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"lstrip": false,
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"normalized": false,
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| 23 |
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"rstrip": false,
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"single_word": false,
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| 25 |
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"special": true
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| 26 |
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},
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"102": {
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| 28 |
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"content": "[SEP]",
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| 29 |
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"lstrip": false,
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| 30 |
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"normalized": false,
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| 31 |
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"rstrip": false,
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| 32 |
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"single_word": false,
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| 33 |
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"special": true
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| 34 |
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},
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| 35 |
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"103": {
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| 36 |
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"content": "[MASK]",
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| 37 |
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"lstrip": false,
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| 38 |
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"normalized": false,
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| 39 |
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"rstrip": false,
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| 40 |
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"single_word": false,
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| 41 |
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"special": true
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| 42 |
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},
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| 43 |
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"30522": {
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| 44 |
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"content": "<pad>",
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| 45 |
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"lstrip": false,
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| 46 |
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"normalized": false,
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| 47 |
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"rstrip": false,
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| 48 |
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"single_word": false,
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| 49 |
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"special": true
|
| 50 |
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}
|
| 51 |
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},
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| 52 |
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"clean_up_tokenization_spaces": true,
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| 53 |
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"cls_token": "[CLS]",
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| 54 |
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"do_basic_tokenize": true,
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| 55 |
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"do_lower_case": true,
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| 56 |
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"mask_token": "[MASK]",
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| 57 |
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"model_max_length": 512,
|
| 58 |
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"never_split": null,
|
| 59 |
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"pad_token": "<pad>",
|
| 60 |
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"sep_token": "[SEP]",
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| 61 |
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"strip_accents": null,
|
| 62 |
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"tokenize_chinese_chars": true,
|
| 63 |
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"tokenizer_class": "BertTokenizer",
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| 64 |
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"unk_token": "[UNK]"
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| 65 |
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}
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training_checkpoints/checkpoint-2688/trainer_state.json
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| 1 |
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{
|
| 2 |
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"best_metric": 0.6690246389304302,
|
| 3 |
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"best_model_checkpoint": "case-analysis-InLegalBERT/checkpoint-1344",
|
| 4 |
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"epoch": 12.0,
|
| 5 |
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"eval_steps": 500,
|
| 6 |
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"global_step": 2688,
|
| 7 |
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"is_hyper_param_search": false,
|
| 8 |
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"is_local_process_zero": true,
|
| 9 |
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"is_world_process_zero": true,
|
| 10 |
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"log_history": [
|
| 11 |
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{
|
| 12 |
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"epoch": 1.0,
|
| 13 |
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"eval_accuracy": 0.8017817371937639,
|
| 14 |
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"eval_f1_macro": 0.5936102522033613,
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| 15 |
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"eval_f1_micro": 0.8017817371937639,
|
| 16 |
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"eval_f1_weighted": 0.7819923339877444,
|
| 17 |
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"eval_loss": 0.6545999050140381,
|
| 18 |
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"eval_macro_fpr": 0.09781883735656886,
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| 19 |
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"eval_macro_sensitivity": 0.6106003826592061,
|
| 20 |
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"eval_macro_specificity": 0.9112420642353884,
|
| 21 |
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"eval_precision": 0.763240968439436,
|
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