Upload 11 files
Browse files- config.json +33 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +55 -0
- trainer_state.json +78 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
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": "computer vision",
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"1": "natural language processing"
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},
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"initializer_range": 0.02,
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"label2id": {
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"computer vision": 0,
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"natural language processing": 1
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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": "4.41.0",
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"vocab_size": 30522
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:3c384be2dc8ecb0346ef19c277917d74b78395d207dcecffa57c57cec2212673
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size 267832560
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:c91be53fc9634e03b47d950176e62e8c26439022fa5f830e664785739b2f890d
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size 535724410
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:013d13e4b269a8648da58d2f40bf48e004388ea0631771b8c8e588ab75375092
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size 13990
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:6636971625e66f87ccc7a97658a28e9cb9e1b0ed3de7c8cb9527aabf994f8965
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size 1064
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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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tokenizer.json
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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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"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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trainer_state.json
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{
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"best_metric": 0.40592309832572937,
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"best_model_checkpoint": "output/checkpoint-100",
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"epoch": 5.0,
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"eval_steps": 500,
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"global_step": 100,
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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_accuracy": 0.5189873417721519,
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"eval_loss": 0.6217403411865234,
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"eval_runtime": 7.9638,
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"eval_samples_per_second": 9.92,
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"eval_steps_per_second": 0.628,
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"step": 20
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.7468354430379747,
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"eval_loss": 0.49112987518310547,
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"eval_runtime": 5.4261,
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"eval_samples_per_second": 14.559,
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"eval_steps_per_second": 0.921,
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"step": 40
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},
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{
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"epoch": 3.0,
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"eval_accuracy": 0.8354430379746836,
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"eval_loss": 0.40680351853370667,
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"eval_runtime": 5.7332,
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"eval_samples_per_second": 13.779,
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"eval_steps_per_second": 0.872,
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"step": 60
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},
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{
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"epoch": 4.0,
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"eval_accuracy": 0.810126582278481,
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"eval_loss": 0.42049866914749146,
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"eval_runtime": 4.7735,
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"eval_samples_per_second": 16.55,
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"eval_steps_per_second": 1.047,
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"step": 80
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},
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{
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"epoch": 5.0,
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"eval_runtime": 6.5454,
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"eval_samples_per_second": 12.07,
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"eval_steps_per_second": 0.764,
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"step": 100
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}
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],
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"logging_steps": 500,
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"max_steps": 100,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 5,
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"save_steps": 500,
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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": true
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},
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"attributes": {}
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}
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},
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"total_flos": 153307987384788.0,
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"train_batch_size": 16,
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"trial_name": null,
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"trial_params": null
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:cd51eac1f3b5daf2be84d6b52d46a693d876645a59af2cd716972b2073d7a8c2
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size 5048
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vocab.txt
ADDED
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