Training in progress, step 2000, checkpoint
Browse files- checkpoint-2000/added_tokens.json +3 -0
- checkpoint-2000/bpe.codes +0 -0
- checkpoint-2000/config.json +31 -0
- checkpoint-2000/model.safetensors +3 -0
- checkpoint-2000/optimizer.pt +3 -0
- checkpoint-2000/rng_state.pth +3 -0
- checkpoint-2000/scheduler.pt +3 -0
- checkpoint-2000/special_tokens_map.json +9 -0
- checkpoint-2000/tokenizer_config.json +54 -0
- checkpoint-2000/trainer_state.json +60 -0
- checkpoint-2000/training_args.bin +3 -0
- checkpoint-2000/vocab.txt +0 -0
checkpoint-2000/added_tokens.json
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{
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"<mask>": 64000
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}
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checkpoint-2000/bpe.codes
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checkpoint-2000/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-2000/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:64dd36dc0f3cf56ae4ece577d333143298f894114ec6bbbf036a51cefe74e952
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size 540279452
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checkpoint-2000/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:d2d4bc78255c3f28a9b4aededdaf1510e69abfe4e63d8f64c156c2c1310f3276
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size 1080630853
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checkpoint-2000/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:a0a28371e79b0b31bb4aac9a54cd37ed75b5a210bc03f9243172239899bb6662
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size 14575
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checkpoint-2000/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:a463e9d9dd7ba37cd06d64e0a86ab1e6c8b6244939c0a80608246c33d4948df8
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size 627
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checkpoint-2000/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-2000/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-2000/trainer_state.json
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{
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"best_metric": 0.540436456996149,
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"best_model_checkpoint": "/root/crosslingual-mining-for-domain-nli/output/pretraining/vihealthbert-w_dual-ViNLI/lr3e-5_wr0.1_wd0.0/checkpoint-2000",
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"epoch": 31.25,
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"eval_steps": 1000,
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"global_step": 2000,
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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": 0.015625,
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"grad_norm": 34.54078674316406,
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"learning_rate": 1e-08,
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"loss": 10.2871,
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"step": 1
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},
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{
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"epoch": 15.625,
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"grad_norm": 5.461294174194336,
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"learning_rate": 9.999999999999999e-06,
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"loss": 5.8126,
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"step": 1000
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},
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{
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"epoch": 15.625,
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"eval_accuracy": 0.44503311258278144,
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"eval_loss": 3.546058177947998,
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"eval_runtime": 0.7421,
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"eval_samples_per_second": 312.643,
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"eval_steps_per_second": 20.214,
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"step": 1000
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},
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{
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"epoch": 31.25,
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"grad_norm": 4.604820728302002,
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"learning_rate": 1.9999999999999998e-05,
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"loss": 2.605,
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"step": 2000
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},
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{
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"epoch": 31.25,
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"eval_accuracy": 0.540436456996149,
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"eval_loss": 2.7789385318756104,
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"eval_runtime": 0.799,
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"eval_samples_per_second": 290.377,
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"eval_steps_per_second": 18.774,
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"step": 2000
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}
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],
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"logging_steps": 1000,
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"max_steps": 30000,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 469,
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"save_steps": 1000,
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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-2000/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:c9e64209731498e7565598d2dc690afbf0a6acfe64afd255aade8f0d8cbfc3c9
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size 4987
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checkpoint-2000/vocab.txt
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