Training in progress, epoch 2
Browse files- model.safetensors +1 -1
- run-0/checkpoint-1640/config.json +35 -0
- run-0/checkpoint-1640/model.safetensors +3 -0
- run-0/checkpoint-1640/optimizer.pt +3 -0
- run-0/checkpoint-1640/rng_state.pth +3 -0
- run-0/checkpoint-1640/scheduler.pt +3 -0
- run-0/checkpoint-1640/special_tokens_map.json +7 -0
- run-0/checkpoint-1640/tokenizer.json +0 -0
- run-0/checkpoint-1640/tokenizer_config.json +55 -0
- run-0/checkpoint-1640/trainer_state.json +77 -0
- run-0/checkpoint-1640/training_args.bin +3 -0
- run-0/checkpoint-1640/vocab.txt +0 -0
- runs/Jul17_22-58-25_10dbc3c42dd8/events.out.tfevents.1721257299.10dbc3c42dd8.34.3 +2 -2
model.safetensors
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version https://git-lfs.github.com/spec/v1
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version https://git-lfs.github.com/spec/v1
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size 267835644
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run-0/checkpoint-1640/config.json
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{
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"_name_or_path": "distilbert/distilbert-base-uncased",
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"activation": "gelu",
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"architectures": [
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"DistilBertForSequenceClassification"
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],
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"attention_dropout": 0.1,
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"dim": 768,
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"dropout": 0.1,
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"hidden_dim": 3072,
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"id2label": {
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"0": "Not-Applicable",
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"1": "Closed",
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"2": "Open"
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},
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"initializer_range": 0.02,
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"label2id": {
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"Closed": 1,
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"Not-Applicable": 0,
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"Open": 2
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},
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"max_position_embeddings": 512,
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"model_type": "distilbert",
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"n_heads": 12,
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"n_layers": 6,
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"pad_token_id": 0,
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"problem_type": "single_label_classification",
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"qa_dropout": 0.1,
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"seq_classif_dropout": 0.2,
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"sinusoidal_pos_embds": false,
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"tie_weights_": true,
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"torch_dtype": "float32",
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"transformers_version": "4.41.2",
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"vocab_size": 30522
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}
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run-0/checkpoint-1640/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:c2b2aafcae729a306b3357ac97150c0b15496f661d290637b8bf1a56935baddc
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size 267835644
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run-0/checkpoint-1640/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:6944f4537e9b34672d34be79b0cbfc7b4b72f0812ab17810c629fb0f438b876f
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size 535733434
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run-0/checkpoint-1640/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:7367775524162741c3193ee690ee07d620f33edf69a77229f967dfb22e22c965
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size 14308
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run-0/checkpoint-1640/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:a816ad6ccfb8559bc089e3dab6985f33067b86446c0c04f831c915b74a3faec9
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size 1064
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run-0/checkpoint-1640/special_tokens_map.json
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{
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"cls_token": "[CLS]",
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"mask_token": "[MASK]",
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"unk_token": "[UNK]"
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}
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run-0/checkpoint-1640/tokenizer.json
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The diff for this file is too large to render.
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run-0/checkpoint-1640/tokenizer_config.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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"100": {
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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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"101": {
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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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"102": {
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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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"103": {
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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": true,
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"cls_token": "[CLS]",
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"do_lower_case": true,
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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": "[SEP]",
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| 51 |
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"strip_accents": null,
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"tokenize_chinese_chars": true,
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"tokenizer_class": "DistilBertTokenizer",
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"unk_token": "[UNK]"
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}
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run-0/checkpoint-1640/trainer_state.json
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@@ -0,0 +1,77 @@
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{
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"best_metric": 0.32205894589424133,
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| 3 |
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"best_model_checkpoint": "bert-finetuned-das/run-0/checkpoint-820",
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"epoch": 2.0,
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| 5 |
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"eval_steps": 500,
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"global_step": 1640,
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"is_hyper_param_search": true,
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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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"learning_rate": 1.2707321441211695e-05,
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"loss": 0.482,
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"step": 500
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},
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| 18 |
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{
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"epoch": 1.0,
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"eval_accuracy": 0.8989037758830695,
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"eval_loss": 0.32205894589424133,
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},
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{
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"step": 1000
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},
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{
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"loss": 0.305,
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"step": 1500
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},
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| 41 |
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{
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| 42 |
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"epoch": 2.0,
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"eval_accuracy": 0.9110840438489647,
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"eval_loss": 0.32592716813087463,
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"eval_runtime": 2.0954,
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"eval_samples_per_second": 391.814,
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"eval_steps_per_second": 24.816,
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"step": 1640
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}
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],
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"logging_steps": 500,
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"max_steps": 3280,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 4,
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"save_steps": 500,
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"stateful_callbacks": {
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| 57 |
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"TrainerControl": {
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| 58 |
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"args": {
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"should_epoch_stop": 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": 126213669575640.0,
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"train_batch_size": 4,
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"trial_name": null,
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"trial_params": {
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"learning_rate": 1.4992810909055526e-05,
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"num_train_epochs": 4,
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"per_device_train_batch_size": 4,
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"seed": 20
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}
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}
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run-0/checkpoint-1640/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:7b0f5d683ba7842a9befa31fbd56c9c9d4eb9148c126c4076136fed0b561b05d
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size 5112
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run-0/checkpoint-1640/vocab.txt
ADDED
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The diff for this file is too large to render.
See raw diff
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runs/Jul17_22-58-25_10dbc3c42dd8/events.out.tfevents.1721257299.10dbc3c42dd8.34.3
CHANGED
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version https://git-lfs.github.com/spec/v1
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:fd0380d68bd62a744c4b1a463a74d5227b3b86d86f897eb82b1160f507639127
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size 6176
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