Upload folder using huggingface_hub
Browse files- config.json +34 -0
- model.safetensors +3 -0
- optimizer_state_dict.pth +3 -0
- special_tokens_map.json +37 -0
- tokenizer.json +0 -0
- tokenizer_config.json +53 -0
- trainer_state.json +265 -0
- training_args.bin +3 -0
config.json
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{
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"_name_or_path": "zhihan1996/DNABERT-2-117M",
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"alibi_starting_size": 512,
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"architectures": [
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"BertForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"auto_map": {
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"AutoConfig": "zhihan1996/DNABERT-2-117M--configuration_bert.BertConfig",
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"AutoModel": "zhihan1996/DNABERT-2-117M--bert_layers.BertModel",
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"AutoModelForMaskedLM": "zhihan1996/DNABERT-2-117M--bert_layers.BertForMaskedLM",
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"AutoModelForSequenceClassification": "zhihan1996/DNABERT-2-117M--bert_layers.BertForSequenceClassification"
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},
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"classifier_dropout": null,
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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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"initializer_range": 0.02,
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"intermediate_size": 3072,
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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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"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": "4.45.2",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 4096
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:612ca2c25a41451e7968e05933fc7769af2268c26ce885feec2bbee1a32204ae
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size 468296408
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optimizer_state_dict.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:29613013ff0f19c5c3e6cb358ab6f3465f4b459abf38c24f3874a47d4c1c29e1
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size 936682546
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special_tokens_map.json
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{
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"cls_token": {
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"content": "[CLS]",
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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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"mask_token": {
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"content": "[MASK]",
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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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"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": {
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"content": "[SEP]",
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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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"unk_token": {
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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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}
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}
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tokenizer.json
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The diff for this file is too large to render.
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tokenizer_config.json
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{
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"added_tokens_decoder": {
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"0": {
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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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"1": {
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"content": "[CLS]",
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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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"2": {
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"content": "[SEP]",
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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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"3": {
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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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"4": {
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"content": "[MASK]",
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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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},
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"clean_up_tokenization_spaces": false,
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"cls_token": "[CLS]",
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"mask_token": "[MASK]",
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"model_max_length": 256,
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"pad_token": "[PAD]",
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"padding_side": "right",
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"sep_token": "[SEP]",
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"tokenizer_class": "PreTrainedTokenizerFast",
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"unk_token": "[UNK]"
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}
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trainer_state.json
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| 1 |
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{
|
| 2 |
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"best_metric": 0.5465402007102966,
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| 3 |
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"best_model_checkpoint": "output_pipe/H4ac/origin/checkpoint-400",
|
| 4 |
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"epoch": 4.0,
|
| 5 |
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"eval_steps": 200,
|
| 6 |
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"global_step": 1708,
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| 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": 0.234192037470726,
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| 13 |
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"grad_norm": 2.453266143798828,
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| 14 |
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"learning_rate": 2.9095295536791317e-05,
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| 15 |
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"loss": 0.646,
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"step": 100
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| 17 |
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},
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| 18 |
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{
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| 19 |
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"epoch": 0.468384074941452,
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"grad_norm": 2.234053611755371,
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"learning_rate": 2.730398069963812e-05,
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},
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{
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"epoch": 0.468384074941452,
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"eval_accuracy": 0.701466275659824,
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"eval_f1": 0.7008401756533484,
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"eval_loss": 0.5787912607192993,
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"eval_matthews_correlation": 0.4205153392409816,
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| 31 |
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"eval_precision": 0.7125156561788366,
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| 32 |
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"eval_recall": 0.7080236742512619,
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| 33 |
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"eval_runtime": 1.0311,
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| 34 |
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"eval_samples_per_second": 3307.128,
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| 35 |
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"eval_steps_per_second": 52.371,
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| 36 |
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"step": 200
|
| 37 |
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},
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| 38 |
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{
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| 39 |
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"epoch": 0.702576112412178,
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| 40 |
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"grad_norm": 2.193215847015381,
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| 41 |
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"learning_rate": 2.5494571773220747e-05,
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| 42 |
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"loss": 0.5678,
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| 43 |
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"step": 300
|
| 44 |
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},
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| 45 |
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{
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| 46 |
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"epoch": 0.936768149882904,
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| 47 |
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"grad_norm": 2.9468979835510254,
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"learning_rate": 2.368516284680338e-05,
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| 49 |
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"loss": 0.5418,
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| 50 |
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"step": 400
|
| 51 |
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},
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| 52 |
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{
|
| 53 |
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"epoch": 0.936768149882904,
|
| 54 |
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"eval_accuracy": 0.7372434017595307,
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| 55 |
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"eval_f1": 0.7371868978805396,
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| 56 |
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"eval_loss": 0.5465402007102966,
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| 57 |
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"eval_matthews_correlation": 0.4787750176836972,
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| 58 |
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"eval_precision": 0.7390036731657686,
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| 59 |
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"eval_recall": 0.7397719609512423,
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| 60 |
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"eval_runtime": 1.0053,
|
| 61 |
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"eval_samples_per_second": 3392.116,
|
| 62 |
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"eval_steps_per_second": 53.717,
|
| 63 |
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"step": 400
|
| 64 |
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},
|
| 65 |
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{
|
| 66 |
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"epoch": 1.17096018735363,
|
| 67 |
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"grad_norm": 4.394594192504883,
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training_args.bin
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