Theoreticallyhugo
commited on
Commit
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35038ef
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Parent(s):
e6313f3
Training in progress, epoch 1, checkpoint
Browse files- checkpoint-81/config.json +53 -0
- checkpoint-81/merges.txt +0 -0
- checkpoint-81/model.safetensors +3 -0
- checkpoint-81/optimizer.pt +3 -0
- checkpoint-81/rng_state.pth +3 -0
- checkpoint-81/scheduler.pt +3 -0
- checkpoint-81/special_tokens_map.json +15 -0
- checkpoint-81/tokenizer.json +0 -0
- checkpoint-81/tokenizer_config.json +57 -0
- checkpoint-81/trainer_state.json +60 -0
- checkpoint-81/training_args.bin +3 -0
- checkpoint-81/vocab.json +0 -0
checkpoint-81/config.json
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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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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",
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"2": "I"
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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": 1,
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"I": 2,
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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": "4.38.2",
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"type_vocab_size": 1,
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"vocab_size": 50265
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}
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checkpoint-81/merges.txt
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checkpoint-81/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:321a9f75c32dbd4c23bee980aae24568bb921e226df3ae7198492ecf718ea8c1
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size 592318676
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checkpoint-81/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:d33fc17bb6b22114c1770c43c23026e7e28cde279b60b63289034e9944441963
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size 1014645498
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checkpoint-81/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:bdb4b9e39f26364dd12b4935d341c9c41df1f0d9ec688c6ea55c6a3c16f98050
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size 14244
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checkpoint-81/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:153cfd77c5ddcff6dcd449eda1e20921f085ad496090dd7960aa7943b2fa3326
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size 1064
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checkpoint-81/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-81/tokenizer.json
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checkpoint-81/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-81/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": 81,
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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": {
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"f1-score": 0.8087666523420713,
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"precision": 0.8189730200174065,
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"recall": 0.7988115449915111,
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"support": 1178.0
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},
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"eval_I": {
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"f1-score": 0.9374597034171502,
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"precision": 0.9521418826739427,
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"recall": 0.9232234509762421,
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"support": 18899.0
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},
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"eval_O": {
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"f1-score": 0.8881362400419788,
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"precision": 0.863303347862376,
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"recall": 0.9144400785854617,
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"support": 10180.0
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},
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"eval_accuracy": 0.9154245298608586,
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"eval_loss": 0.2228638380765915,
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"eval_macro avg": {
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"f1-score": 0.8781208652670669,
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"precision": 0.8781394168512416,
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"support": 30257.0
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},
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"eval_runtime": 4.7167,
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"eval_samples_per_second": 17.173,
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"eval_steps_per_second": 2.332,
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"eval_weighted avg": {
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"f1-score": 0.9158543469268937,
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"precision": 0.9170673807540184,
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"recall": 0.9154245298608586,
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"support": 30257.0
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},
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"step": 81
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}
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],
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"logging_steps": 500,
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"max_steps": 4050,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 50,
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"save_steps": 500,
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"train_batch_size": 4,
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"trial_name": null,
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"trial_params": null
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}
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checkpoint-81/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:a9f81281de988dbf2616f1c96e725c00f6e4415b289b670a7cb21136eb66e95f
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size 4856
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checkpoint-81/vocab.json
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