Training in progress, step 200, checkpoint
Browse files- checkpoint-200/config.json +38 -0
- checkpoint-200/model.safetensors +3 -0
- checkpoint-200/optimizer.pt +3 -0
- checkpoint-200/rng_state.pth +3 -0
- checkpoint-200/scheduler.pt +3 -0
- checkpoint-200/special_tokens_map.json +51 -0
- checkpoint-200/tokenizer.json +3 -0
- checkpoint-200/tokenizer_config.json +54 -0
- checkpoint-200/trainer_state.json +45 -0
- checkpoint-200/training_args.bin +3 -0
checkpoint-200/config.json
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{
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"_name_or_path": "nielsr/lilt-xlm-roberta-base",
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"architectures": [
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"LiltForTokenClassification"
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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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"channel_shrink_ratio": 4,
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"classifier_dropout": null,
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"eos_token_id": 2,
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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": "Contact Info Section",
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"1": "Education Section",
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"2": "Experience Section",
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"3": "Tech Skills Section",
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"4": "Internship Section",
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"5": "Soft Skills Section"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-05,
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"max_2d_position_embeddings": 1024,
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"max_position_embeddings": 514,
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"model_type": "lilt",
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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": 1,
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.42.4",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 250002
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}
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checkpoint-200/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:3ab4930e13e00e274a17dc749fe09799e94735752a44ef9bf07a845b78e7f7b7
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size 1134316848
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checkpoint-200/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:dd76c2e87058abba699dcd6be7873aed22699c79e8f7a8605be8592530d09e23
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size 2265894110
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checkpoint-200/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:26f3dd2d0a091a302e7d561fe8532f63a666092f6556b354ddb5bdb93e236096
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size 14244
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checkpoint-200/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:a16a8b84a450c40ebf6b65fd8bc87357d065f610716112368b69b6b391830b0f
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size 1064
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checkpoint-200/special_tokens_map.json
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{
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"bos_token": {
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"content": "<s>",
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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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"cls_token": {
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"content": "<s>",
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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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"eos_token": {
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"content": "</s>",
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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": 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": {
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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": "</s>",
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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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checkpoint-200/tokenizer.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:8373f9cd3d27591e1924426bcc1c8799bc5a9affc4fc857982c5d66668dd1f41
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size 17082832
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checkpoint-200/tokenizer_config.json
ADDED
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{
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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": 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": "<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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"2": {
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"content": "</s>",
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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": "<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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"250001": {
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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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"mask_token": "<mask>",
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"model_max_length": 512,
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"tokenizer_class": "XLMRobertaTokenizer",
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"unk_token": "<unk>"
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}
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checkpoint-200/trainer_state.json
ADDED
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{
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"best_metric": 0.8652657601977751,
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"best_model_checkpoint": "AAmeni/LILT-checkpoints/checkpoint-200",
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"epoch": 2.4390243902439024,
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"eval_steps": 200,
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"global_step": 200,
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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": 2.4390243902439024,
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"eval_accuracy": 0.9208400646203554,
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"eval_f1": 0.8652657601977751,
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"eval_loss": 0.29326215386390686,
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"eval_precision": 0.875,
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"eval_recall": 0.8557457212713936,
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"eval_runtime": 10.0837,
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"eval_samples_per_second": 4.165,
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"eval_steps_per_second": 1.091,
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"step": 200
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}
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],
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"logging_steps": 500,
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"max_steps": 2460,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 30,
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"save_steps": 200,
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"stateful_callbacks": {
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"TrainerControl": {
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"args": {
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"should_epoch_stop": false,
|
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"should_evaluate": false,
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"should_log": false,
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"should_save": true,
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"should_training_stop": false
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},
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"attributes": {}
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}
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},
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"total_flos": 111264170803200.0,
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"train_batch_size": 2,
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"trial_name": null,
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"trial_params": null
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}
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checkpoint-200/training_args.bin
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:a34be5d922d8c64fe27e059e6d5b714f7fe0ab0877fec2e98c81a06b6f099c90
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size 5176
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