Theoreticallyhugo
commited on
Commit
•
82bcbec
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Parent(s):
d7e7d38
Training in progress, epoch 1, checkpoint
Browse files- checkpoint-41/config.json +61 -0
- checkpoint-41/merges.txt +0 -0
- checkpoint-41/model.safetensors +3 -0
- checkpoint-41/optimizer.pt +3 -0
- checkpoint-41/rng_state.pth +3 -0
- checkpoint-41/scheduler.pt +3 -0
- checkpoint-41/special_tokens_map.json +15 -0
- checkpoint-41/tokenizer.json +0 -0
- checkpoint-41/tokenizer_config.json +57 -0
- checkpoint-41/trainer_state.json +84 -0
- checkpoint-41/training_args.bin +3 -0
- checkpoint-41/vocab.json +0 -0
checkpoint-41/config.json
ADDED
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{
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"_name_or_path": "allenai/longformer-base-4096",
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"architectures": [
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"LongformerForTokenClassification"
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],
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"attention_mode": "longformer",
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"attention_probs_dropout_prob": 0.1,
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"attention_window": [
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700,
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700,
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700,
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700,
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700,
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700,
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700
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],
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"bos_token_id": 0,
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"eos_token_id": 2,
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"gradient_checkpointing": false,
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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": "O",
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"1": "B-MajorClaim",
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"2": "I-MajorClaim",
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"3": "B-Claim",
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"4": "I-Claim",
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"5": "B-Premise",
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"6": "I-Premise"
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},
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"ignore_attention_mask": false,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"B-Claim": 3,
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"B-MajorClaim": 1,
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"B-Premise": 5,
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"I-Claim": 4,
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"I-MajorClaim": 2,
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"I-Premise": 6,
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"O": 0
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},
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 4098,
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"model_type": "longformer",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"onnx_export": false,
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"pad_token_id": 1,
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"sep_token_id": 2,
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"torch_dtype": "float32",
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"transformers_version": "4.37.2",
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"type_vocab_size": 1,
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"vocab_size": 50265
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}
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checkpoint-41/merges.txt
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checkpoint-41/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:6b6db91df74d99ffd35f76204fc5ac4b4d72ecd346838ce7fee205281f2c0fcc
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size 592330980
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checkpoint-41/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:a566cb98b494b39b76a13748be4aef501b3528a0f79727e2aa45bdc6ed096e50
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size 1014670074
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checkpoint-41/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:4a939982f711c8a91f0893b4f281f0db4fd89d7ca52de2aed82098ef9ff76ea2
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size 14244
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checkpoint-41/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:2edfde65f52fe0fcbc13f549dfed4fa891e3eb1476a6c03774294faa3865fa33
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size 1064
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checkpoint-41/special_tokens_map.json
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{
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"bos_token": "<s>",
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"cls_token": "<s>",
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"eos_token": "</s>",
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"mask_token": {
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"content": "<mask>",
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"lstrip": true,
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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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"pad_token": "<pad>",
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"sep_token": "</s>",
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"unk_token": "<unk>"
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}
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checkpoint-41/tokenizer.json
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checkpoint-41/tokenizer_config.json
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{
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"add_prefix_space": true,
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"added_tokens_decoder": {
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"0": {
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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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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"1": {
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"content": "<pad>",
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"lstrip": false,
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"normalized": true,
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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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"2": {
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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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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"3": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": true,
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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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"50264": {
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"content": "<mask>",
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"lstrip": true,
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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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},
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"bos_token": "<s>",
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"clean_up_tokenization_spaces": true,
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"cls_token": "<s>",
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"eos_token": "</s>",
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"errors": "replace",
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"mask_token": "<mask>",
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"model_max_length": 4096,
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"tokenizer_class": "LongformerTokenizer",
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"trim_offsets": true,
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"unk_token": "<unk>"
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}
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checkpoint-41/trainer_state.json
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{
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"best_metric": null,
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"best_model_checkpoint": null,
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"epoch": 1.0,
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"eval_steps": 500,
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"global_step": 41,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"epoch": 1.0,
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"eval_B-Claim": {
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"f1-score": 0.0,
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"precision": 0.0,
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"recall": 0.0,
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"support": 284.0
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},
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"eval_B-MajorClaim": {
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"f1-score": 0.0,
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"precision": 0.0,
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"recall": 0.0,
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"support": 141.0
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},
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"eval_B-Premise": {
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"f1-score": 0.7698598130841122,
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"precision": 0.6563745019920318,
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"recall": 0.9307909604519774,
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"support": 708.0
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},
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"eval_I-Claim": {
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"f1-score": 0.353471342064498,
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"precision": 0.4150132275132275,
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"recall": 0.3078243806720628,
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"support": 4077.0
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},
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"eval_I-MajorClaim": {
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"recall": 0.21689723320158102,
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"support": 2024.0
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},
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"eval_I-Premise": {
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"recall": 0.9579790712884239,
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"support": 12232.0
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},
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"eval_O": {
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"precision": 0.994383878427486,
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"recall": 0.9922531729025877,
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"support": 12134.0
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},
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"eval_accuracy": 0.8262974683544304,
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"eval_loss": 0.4304405748844147,
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"eval_macro avg": {
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"f1-score": 0.4736714530713633,
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"precision": 0.5114292006406853,
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"recall": 0.48653497407380464,
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"support": 31600.0
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},
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"eval_runtime": 1.4322,
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"eval_samples_per_second": 55.858,
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"eval_steps_per_second": 6.982,
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"eval_weighted avg": {
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"f1-score": 0.8005296847598733,
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"precision": 0.8018210237822256,
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"recall": 0.8262974683544304,
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"support": 31600.0
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},
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"step": 41
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}
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],
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"logging_steps": 500,
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"max_steps": 656,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 16,
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"save_steps": 500,
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"total_flos": 143790812718000.0,
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"train_batch_size": 8,
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"trial_name": null,
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"trial_params": null
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}
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checkpoint-41/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:3aeb0258456dbe86afb0f8ff223963c5647a7a407240dfd742aabffc732300db
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size 4728
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checkpoint-41/vocab.json
ADDED
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