Upload 8 files
Browse files- config.json +35 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- tokenizer.json +0 -0
- trainer_state.json +54 -0
- training_args.bin +3 -0
config.json
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{
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"_name_or_path": "bert-base-uncased",
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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": "Access to Finance",
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"1": "Other"
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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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"Access to Finance": 0,
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"Other": 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": "4.39.0.dev0",
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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 sha256:524a667ba10661cf86c970b67d014dbb9250dcbbb0d7c7488c3b808efa6d2ad4
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size 437958648
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:2961e49f1495895a8a28c9ab905b4ca443d12b70bef7708810b7374249c7ac66
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size 876037893
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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:f98064bd32bd0eb65a738167b61658ff99d18a0f14361760c8114418590a33d5
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size 14575
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:b04321b7ebd1d8bc7aa0274b3589b677855b75fbc1e8923176f3d4a8ad29554e
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size 627
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tokenizer.json
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trainer_state.json
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{
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"best_metric": 0.4413784146308899,
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"best_model_checkpoint": "Models/Access_to_Finance/checkpoint-165",
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"epoch": 3.0,
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"eval_steps": 500,
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"global_step": 165,
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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_AUC": 0.8611111111111112,
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"eval_accuracy": 0.6428571428571429,
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"eval_f1": 0.6428571428571429,
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"eval_loss": 0.6587321162223816,
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"eval_runtime": 0.0379,
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"eval_samples_per_second": 738.875,
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"eval_steps_per_second": 184.719,
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"step": 55
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},
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{
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"epoch": 2.0,
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"eval_AUC": 0.9222222222222223,
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"eval_accuracy": 0.6428571428571429,
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"eval_f1": 0.6336996336996336,
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"eval_loss": 0.5754567980766296,
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"eval_runtime": 0.0378,
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"eval_samples_per_second": 741.226,
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"eval_steps_per_second": 185.306,
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"step": 110
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},
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{
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"epoch": 3.0,
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"eval_AUC": 0.9111111111111111,
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"eval_accuracy": 0.75,
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"eval_f1": 0.7549407114624505,
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"eval_loss": 0.4413784146308899,
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"eval_runtime": 0.0388,
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"eval_samples_per_second": 722.28,
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"eval_steps_per_second": 180.57,
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"step": 165
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}
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],
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"logging_steps": 500,
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"max_steps": 1100,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 20,
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"save_steps": 500,
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"total_flos": 59693320684800.0,
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"train_batch_size": 4,
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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:cc9e0208055ceca43c76ec95877ad98e34d3568d538db46268ce53b024bf38e6
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size 4475
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