Training in progress, step 4000, checkpoint
Browse files- checkpoint-4000/added_tokens.json +3 -0
- checkpoint-4000/bpe.codes +0 -0
- checkpoint-4000/config.json +31 -0
- checkpoint-4000/model.safetensors +3 -0
- checkpoint-4000/optimizer.pt +3 -0
- checkpoint-4000/rng_state.pth +3 -0
- checkpoint-4000/scheduler.pt +3 -0
- checkpoint-4000/special_tokens_map.json +9 -0
- checkpoint-4000/tokenizer_config.json +54 -0
- checkpoint-4000/trainer_state.json +60 -0
- checkpoint-4000/training_args.bin +3 -0
- checkpoint-4000/vocab.txt +0 -0
checkpoint-4000/added_tokens.json
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{
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"<mask>": 64000
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}
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checkpoint-4000/bpe.codes
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checkpoint-4000/config.json
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{
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"_name_or_path": "demdecuong/vihealthbert-base-word",
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"architectures": [
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"RobertaForMaskedLM"
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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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"classifier_dropout": null,
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"eos_token_id": 2,
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"finetuning_task": "word-level",
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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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"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_position_embeddings": 258,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"output_hidden_states": true,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"tokenizer_class": "PhobertTokenizer",
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"torch_dtype": "float32",
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"transformers_version": "4.40.2",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 64001
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}
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checkpoint-4000/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:f96245863acf0b935d5d4412eb35902d016a1e20f4ae2372e8eeaa4c8b951bb3
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size 540279452
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checkpoint-4000/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:32b0503189130c92cab686319e60e625900b9e4dc6846fbb192932e4e0dfdfad
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size 1080631290
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checkpoint-4000/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:0e8d77b602a36fa51b738fd73bb987b7301739876a2ca7926159b15343ebce50
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size 14244
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checkpoint-4000/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:c859929eab7ec8aa193d1c7aadf0c2afd9599c6d3a0bf3c8ad733d5a99a32878
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size 1064
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checkpoint-4000/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": "<mask>",
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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-4000/tokenizer_config.json
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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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"64000": {
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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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"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": 1000000000000000019884624838656,
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"tokenizer_class": "PhobertTokenizer",
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"unk_token": "<unk>"
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}
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checkpoint-4000/trainer_state.json
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{
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"best_metric": 0.530626322082222,
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"best_model_checkpoint": "output/pretraining/vihealthbert-w_unsup-SynPD/lr3e-5_wr0.1_wd0.0/checkpoint-4000",
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"epoch": 0.6892986386351887,
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"eval_steps": 2000,
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"global_step": 4000,
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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": 0.00017232465965879716,
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"grad_norm": 35.608882904052734,
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"learning_rate": 5.169739789763915e-09,
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"loss": 10.7382,
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"step": 1
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},
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{
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"epoch": 0.34464931931759435,
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"grad_norm": 4.884454250335693,
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"learning_rate": 1.033947957952783e-05,
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"loss": 5.8543,
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"step": 2000
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},
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{
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"epoch": 0.34464931931759435,
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"eval_accuracy": 0.3950195480446223,
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"eval_loss": 3.896709680557251,
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"eval_runtime": 24.6709,
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"eval_samples_per_second": 396.175,
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"eval_steps_per_second": 24.766,
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"step": 2000
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},
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{
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"epoch": 0.6892986386351887,
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"grad_norm": 5.278345108032227,
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"learning_rate": 2.067895915905566e-05,
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"loss": 3.4544,
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"step": 4000
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},
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{
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"epoch": 0.6892986386351887,
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"eval_accuracy": 0.530626322082222,
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"eval_loss": 2.811899423599243,
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"eval_runtime": 24.6443,
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"eval_samples_per_second": 396.602,
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"eval_steps_per_second": 24.793,
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"step": 4000
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}
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],
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"logging_steps": 2000,
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"max_steps": 58030,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 10,
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"save_steps": 2000,
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"total_flos": 0.0,
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"train_batch_size": 32,
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"trial_name": null,
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"trial_params": null
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}
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checkpoint-4000/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:828a11e9b75940b4120312d1450c3472eb18a2c7fa0179d8afafbcd0800beb75
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size 5304
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checkpoint-4000/vocab.txt
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