KazBERT
Browse files- config (2).json +38 -0
- model (1).safetensors +3 -0
- optimizer (1).pt +3 -0
- rng_state_0.pth +3 -0
- rng_state_1.pth +3 -0
- scaler.pt +3 -0
- scheduler (1).pt +3 -0
- special_tokens_map (2).json +37 -0
- tokenizer (2).json +0 -0
- tokenizer_config (1).json +56 -0
- trainer_state (1).json +83 -0
- training_args (1).bin +3 -0
- vocab (1).txt +0 -0
config (2).json
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{
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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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"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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"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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"3": "LABEL_3"
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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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"LABEL_3": 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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"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": "4.51.1",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 32000
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}
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model (1).safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:908ebe55ed5c4eca4563f7788dec382d067c0bfe7666573bf2e6938332ed8cdf
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size 442505216
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optimizer (1).pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:dcc3d84acdac896e33719dd7a3f081cba65285ce33043126e26756a72d15cb76
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size 885131514
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rng_state_0.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:0c9b875719f5373e1190cb1905b35eb769c21abe2dae03070fca65c00f7c2417
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size 14512
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rng_state_1.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:907a0362da6680f6ae54cd8f779b768155a32a9fa9c10003e8cbf28d9b6bda11
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size 14512
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scaler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:f175266b7432a0605c41f226523433c388cc3b556f9062fc9ba2f7d98faf874c
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size 988
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scheduler (1).pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:9764a5132838e65bdfdba49b236da5301ec634a6466ffbc0d064d35ee5d792ed
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size 1064
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special_tokens_map (2).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 (2).json
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tokenizer_config (1).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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"1": {
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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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"2": {
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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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"3": {
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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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"4": {
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"content": "[MASK]",
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"lstrip": false,
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"normalized": false,
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| 39 |
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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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| 44 |
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"clean_up_tokenization_spaces": false,
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| 45 |
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"cls_token": "[CLS]",
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| 46 |
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"do_lower_case": true,
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| 47 |
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"extra_special_tokens": {},
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| 48 |
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"mask_token": "[MASK]",
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| 49 |
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"model_max_length": 1000000000000000019884624838656,
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| 50 |
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"pad_token": "[PAD]",
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| 51 |
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"sep_token": "[SEP]",
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| 52 |
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"strip_accents": null,
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| 53 |
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"tokenize_chinese_chars": true,
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| 54 |
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"tokenizer_class": "BertTokenizer",
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"unk_token": "[UNK]"
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}
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trainer_state (1).json
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{
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"best_global_step": null,
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"best_metric": null,
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"best_model_checkpoint": null,
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| 5 |
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"epoch": 5.3929121725731894,
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| 6 |
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"eval_steps": 500,
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"global_step": 3500,
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| 8 |
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"is_hyper_param_search": false,
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| 9 |
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"is_local_process_zero": true,
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| 10 |
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"is_world_process_zero": true,
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| 11 |
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"log_history": [
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{
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| 13 |
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"epoch": 0.7704160246533128,
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"grad_norm": 9.17220401763916,
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"learning_rate": 1.7452491011813045e-05,
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"loss": 0.6268,
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"step": 500
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},
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{
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"epoch": 1.5408320493066254,
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"grad_norm": 1.130704641342163,
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"learning_rate": 1.4884437596302003e-05,
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"loss": 0.2416,
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"step": 1000
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},
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{
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"epoch": 2.3112480739599386,
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"grad_norm": 10.34769058227539,
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"learning_rate": 1.2321520287621984e-05,
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"loss": 0.21,
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"step": 1500
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| 32 |
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},
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| 33 |
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{
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"epoch": 3.0816640986132513,
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"grad_norm": 8.762519836425781,
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"learning_rate": 9.753466872110941e-06,
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"loss": 0.1846,
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"step": 2000
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| 39 |
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},
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| 40 |
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{
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"epoch": 3.852080123266564,
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"grad_norm": 3.5205228328704834,
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"learning_rate": 7.185413456599898e-06,
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| 44 |
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"loss": 0.154,
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"step": 2500
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| 46 |
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},
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{
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"epoch": 4.622496147919877,
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"grad_norm": 4.912118434906006,
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"learning_rate": 4.617360041088855e-06,
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"loss": 0.1376,
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"step": 3000
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},
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| 54 |
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{
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"epoch": 5.3929121725731894,
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"grad_norm": 6.772336483001709,
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"learning_rate": 2.0493066255778122e-06,
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"loss": 0.1164,
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"step": 3500
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| 60 |
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}
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| 61 |
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],
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| 62 |
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"logging_steps": 500,
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| 63 |
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"max_steps": 3894,
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| 64 |
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"num_input_tokens_seen": 0,
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"num_train_epochs": 6,
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| 66 |
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"save_steps": 500,
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| 67 |
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"stateful_callbacks": {
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| 68 |
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"TrainerControl": {
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| 69 |
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"args": {
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| 70 |
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"should_epoch_stop": false,
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| 71 |
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"should_evaluate": false,
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| 72 |
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"should_log": false,
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| 73 |
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"should_save": true,
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| 74 |
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"should_training_stop": false
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},
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"attributes": {}
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| 77 |
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}
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| 78 |
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},
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| 79 |
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"total_flos": 2.9468968108425216e+16,
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| 80 |
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"train_batch_size": 16,
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| 81 |
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"trial_name": null,
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| 82 |
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"trial_params": null
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}
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training_args (1).bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:3cdbe8386357c1c19416188aa805631b83c2cc2cd653b9c74eb494600bea1936
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size 5240
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vocab (1).txt
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