Theoreticallyhugo
commited on
Commit
•
38f374e
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Parent(s):
49c7a0d
Training in progress, epoch 1, checkpoint
Browse files- checkpoint-41/config.json +53 -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 +60 -0
- checkpoint-41/training_args.bin +3 -0
- checkpoint-41/vocab.json +0 -0
checkpoint-41/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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],
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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": "4.37.2",
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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 sha256:5b6bee9f66c08722041746ca6c0f5d3672af366869dd4c1060d9207895505030
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size 592318676
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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 sha256:2c7418eaf732429ef26bf878f1a146a78de69875cf9fad496f774feaf0f36902
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size 1014645498
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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": {
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"f1-score": 0.3128571428571429,
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"precision": 0.8202247191011236,
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"recall": 0.19329214474845544,
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"support": 1133.0
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},
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"eval_I": {
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"f1-score": 0.9039097402761301,
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"precision": 0.8412101850981866,
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"recall": 0.9767086674303169,
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"support": 18333.0
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},
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"eval_O": {
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"f1-score": 0.8155702872684006,
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"precision": 0.9249453797712376,
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"recall": 0.7293271179570329,
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"support": 9868.0
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},
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"eval_accuracy": 0.8632303811277017,
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"eval_loss": 0.36073023080825806,
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"eval_macro avg": {
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"f1-score": 0.6774457234672245,
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"precision": 0.8621267613235158,
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"recall": 0.6331093100452684,
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"support": 29334.0
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},
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"eval_runtime": 1.3518,
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"eval_samples_per_second": 59.181,
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"eval_steps_per_second": 7.398,
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"eval_weighted avg": {
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"f1-score": 0.8513633328596172,
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"precision": 0.8685682804162133,
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"recall": 0.8632303811277017,
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"support": 29334.0
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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": 143786652735600.0,
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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 sha256:5a85704f2105e1c46ca0823f01fbb52a10555bceb380a6c1ee60701ae82dec74
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size 4664
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checkpoint-41/vocab.json
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