Saravanan Palanisamy
commited on
Commit
·
2ad688e
1
Parent(s):
51f49f5
Initial release of model
Browse files- config.json +42 -0
- model.safetensors +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +56 -0
- trainer_state.json +58 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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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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"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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"id2label": {
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"0": "sadness",
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"1": "joy",
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"2": "love",
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"3": "anger",
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"4": "fear",
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"5": "surprise"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"anger": 3,
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"fear": 4,
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"joy": 1,
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"love": 2,
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"sadness": 0,
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"surprise": 5
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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": "4.53.1",
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"type_vocab_size": 2,
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"use_cache": true,
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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 sha256:97fb86f63cc3c0d2f1708bbf918e972454adec7b7320b33382a2d5aa779acad0
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size 437970952
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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:c6a332e66547c15aaa7f65b8720c6af68ef2f2f7c0f040df32a6a57ab8d31838
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size 14244
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:abadc5bed4b6c5aeaad51d66e76b6c574bb47b43ee4cf27b55d09ae2bf2fb1e1
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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": false,
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"cls_token": "[CLS]",
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"do_lower_case": true,
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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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trainer_state.json
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{
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"best_global_step": null,
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"best_metric": null,
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"best_model_checkpoint": null,
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"epoch": 2.0,
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"eval_steps": 500,
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"global_step": 1400,
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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": 0.7142857142857143,
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"grad_norm": 9.375822067260742,
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"learning_rate": 1.2871428571428572e-05,
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"loss": 0.766,
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"step": 500
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},
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{
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"epoch": 1.0,
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"eval_F1 Score": 0.9212437827891717,
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"eval_accuracy": 0.920625,
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"eval_loss": 0.2347349226474762,
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"eval_runtime": 6.9338,
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"eval_samples_per_second": 230.753,
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"eval_steps_per_second": 14.422,
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"step": 700
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},
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{
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"epoch": 1.4285714285714286,
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"grad_norm": 6.844856262207031,
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"learning_rate": 5.7285714285714285e-06,
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"loss": 0.2225,
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"step": 1000
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}
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],
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"logging_steps": 500,
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"max_steps": 1400,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 2,
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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": 897898722739200.0,
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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:dff745d18dc2f3b90ff15fba5935bda0b9eec4903d6c069d6bc1807fb0417aa9
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size 5368
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vocab.txt
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