Delete sst2
Browse files- sst2/README.md +0 -73
- sst2/all_results.json +0 -15
- sst2/config.json +0 -32
- sst2/eval_results.json +0 -9
- sst2/model.safetensors +0 -3
- sst2/runs/May14_16-40-12_cs-Precision-7960-Tower/events.out.tfevents.1747255216.cs-Precision-7960-Tower.131188.0 +0 -3
- sst2/runs/May14_16-40-12_cs-Precision-7960-Tower/events.out.tfevents.1747256812.cs-Precision-7960-Tower.131188.1 +0 -3
- sst2/special_tokens_map.json +0 -7
- sst2/tokenizer.json +0 -0
- sst2/tokenizer_config.json +0 -56
- sst2/train_results.json +0 -9
- sst2/trainer_state.json +0 -112
- sst2/training_args.bin +0 -3
- sst2/vocab.txt +0 -0
sst2/README.md
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---
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library_name: transformers
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language:
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- en
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license: apache-2.0
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base_model: google-bert/bert-base-cased
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tags:
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- generated_from_trainer
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datasets:
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- glue
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metrics:
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- accuracy
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model-index:
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- name: sst2
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results:
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- task:
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name: Text Classification
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type: text-classification
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dataset:
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name: GLUE SST2
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type: glue
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args: sst2
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.9254587155963303
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# sst2
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This model is a fine-tuned version of [google-bert/bert-base-cased](https://huggingface.co/google-bert/bert-base-cased) on the GLUE SST2 dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.3458
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- Accuracy: 0.9255
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 3e-05
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- train_batch_size: 64
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- num_epochs: 5.0
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### Training results
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### Framework versions
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- Transformers 4.49.0
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- Pytorch 2.6.0+cu118
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- Datasets 3.3.1
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- Tokenizers 0.21.0
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sst2/all_results.json
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{
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"epoch": 5.0,
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"eval_accuracy": 0.9254587155963303,
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"eval_loss": 0.34582674503326416,
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"eval_runtime": 1.7414,
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"eval_samples": 872,
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"eval_samples_per_second": 500.735,
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"eval_steps_per_second": 62.592,
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"total_flos": 2.260855007690496e+16,
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"train_loss": 0.1158968044255647,
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"train_runtime": 1593.6448,
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"train_samples": 67349,
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"train_samples_per_second": 211.305,
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"train_steps_per_second": 3.304
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}
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sst2/config.json
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{
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"_name_or_path": "google-bert/bert-base-cased",
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"architectures": [
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"BertForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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"finetuning_task": "sst2",
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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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"label2id": {
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"negative": 0,
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"positive": 1
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "bert",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.49.0",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 28996
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}
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sst2/eval_results.json
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{
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"epoch": 5.0,
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"eval_accuracy": 0.9254587155963303,
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"eval_loss": 0.34582674503326416,
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"eval_runtime": 1.7414,
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"eval_samples": 872,
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"eval_samples_per_second": 500.735,
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"eval_steps_per_second": 62.592
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}
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sst2/model.safetensors
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size 440358464
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sst2/runs/May14_16-40-12_cs-Precision-7960-Tower/events.out.tfevents.1747255216.cs-Precision-7960-Tower.131188.0
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size 7593
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sst2/runs/May14_16-40-12_cs-Precision-7960-Tower/events.out.tfevents.1747256812.cs-Precision-7960-Tower.131188.1
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sst2/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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sst2/tokenizer.json
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sst2/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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"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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"101": {
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"normalized": false,
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"single_word": false,
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"special": true
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"102": {
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"normalized": false,
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"special": true
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"103": {
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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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"clean_up_tokenization_spaces": false,
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"cls_token": "[CLS]",
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"do_lower_case": false,
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"extra_special_tokens": {},
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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": "BertTokenizer",
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"unk_token": "[UNK]"
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}
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sst2/train_results.json
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{
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"epoch": 5.0,
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"total_flos": 2.260855007690496e+16,
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"train_loss": 0.1158968044255647,
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"train_runtime": 1593.6448,
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"train_samples": 67349,
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"train_samples_per_second": 211.305,
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"train_steps_per_second": 3.304
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}
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sst2/trainer_state.json
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{
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"best_metric": null,
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"loss": 0.088,
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