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Browse files- README.md +17 -0
- checkpoint-465/config.json +36 -0
- checkpoint-465/model.safetensors +3 -0
- checkpoint-465/optimizer.pt +3 -0
- checkpoint-465/rng_state.pth +3 -0
- checkpoint-465/scheduler.pt +3 -0
- checkpoint-465/trainer_state.json +37 -0
- checkpoint-465/training_args.bin +3 -0
- config.json +36 -0
- model.safetensors +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +57 -0
- training_args.bin +3 -0
- training_params.json +1 -0
- vocab.txt +0 -0
README.md
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---
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tags:
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- autotrain
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- text-classification
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widget:
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- text: "I love AutoTrain"
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datasets:
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- dshihk/llm-generated-essay
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---
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# Model Trained Using AutoTrain
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- Problem type: Text Classification
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## Validation Metrics
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No validation metrics available
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checkpoint-465/config.json
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{
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"_name_or_path": "distilbert-base-uncased-finetuned-sst-2-english",
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"_num_labels": 2,
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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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"finetuning_task": "sst-2",
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"hidden_dim": 3072,
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"id2label": {
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"0": 0,
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"1": 1
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},
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"initializer_range": 0.02,
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"label2id": {
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"0": 0,
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"1": 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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"output_past": true,
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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": "4.35.2",
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"vocab_size": 30522
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}
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checkpoint-465/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:0f57a94755d7ea9f7b7e2de2385c58b75715ac6fa1f1ea401714dd6a24982e89
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size 267832560
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checkpoint-465/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:1ca20bbccd5eaf5c099423746e0d8fb8676a41036ca0bffa5fbbb0906bff18fb
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size 535726853
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checkpoint-465/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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size 14575
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checkpoint-465/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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size 627
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checkpoint-465/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": 2.995169082125604,
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"eval_steps": 500,
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"global_step": 465,
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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": 0.8,
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"learning_rate": 4.592916195656322e-05,
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"loss": 0.2521,
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"step": 124
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},
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{
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"epoch": 1.6,
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"learning_rate": 2.650224885357251e-05,
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"loss": 0.0304,
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"step": 248
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},
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{
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"epoch": 2.4,
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"learning_rate": 5.86231516774709e-06,
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"loss": 0.0144,
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"step": 372
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}
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],
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"logging_steps": 124,
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"max_steps": 465,
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"num_train_epochs": 3,
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"save_steps": 500,
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"total_flos": 3941964849205248.0,
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"trial_name": null,
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"trial_params": null
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}
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checkpoint-465/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:f3ae4d124a5dedee4436a70238746c105dfbed02d8bb75a272895f6f74fb43d2
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size 4155
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config.json
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{
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"_name_or_path": "distilbert-base-uncased-finetuned-sst-2-english",
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"_num_labels": 2,
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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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"finetuning_task": "sst-2",
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"hidden_dim": 3072,
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"id2label": {
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"0": 0,
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"1": 1
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},
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"initializer_range": 0.02,
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"label2id": {
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"0": 0,
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"1": 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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"output_past": true,
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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": "4.35.2",
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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 sha256:0f57a94755d7ea9f7b7e2de2385c58b75715ac6fa1f1ea401714dd6a24982e89
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size 267832560
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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_basic_tokenize": true,
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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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"never_split": null,
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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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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:f3ae4d124a5dedee4436a70238746c105dfbed02d8bb75a272895f6f74fb43d2
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size 4155
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training_params.json
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{"data_path": "dshihk/llm-generated-essay", "model": "distilbert-base-uncased-finetuned-sst-2-english", "lr": 5e-05, "epochs": 3, "max_seq_length": 128, "batch_size": 64, "warmup_ratio": 0.1, "gradient_accumulation": 4, "optimizer": "adamw_torch", "scheduler": "cosine", "weight_decay": 0.0, "max_grad_norm": 1.0, "seed": 42, "train_split": "train", "valid_split": null, "text_column": "text", "target_column": "target", "logging_steps": -1, "project_name": "llm-essay-classifier", "auto_find_batch_size": false, "fp16": true, "save_total_limit": 1, "save_strategy": "epoch", "push_to_hub": true, "repo_id": "dshihk/llm-essay-classifier", "evaluation_strategy": "epoch", "username": null, "log": "wandb"}
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vocab.txt
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