Commit
·
77ff9bf
1
Parent(s):
cd90fd8
Add model and its dependencies
Browse files- all_results.json +14 -0
- config.json +29 -0
- eval_results.json +9 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- train_results.json +8 -0
- trainer_state.json +100 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
all_results.json
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{
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"epoch": 5.0,
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"eval_accuracy": 0.8698768019676208,
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"eval_loss": 0.4581369161605835,
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"eval_runtime": 125.7631,
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"eval_samples": 4465,
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"eval_samples_per_second": 35.503,
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"eval_steps_per_second": 4.445,
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"train_loss": 0.2675398982348024,
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"train_runtime": 16286.6127,
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"train_samples": 39769,
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"train_samples_per_second": 12.209,
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"train_steps_per_second": 0.763
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}
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config.json
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{
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"_name_or_path": "google/electra-large-discriminator",
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"architectures": [
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"ElectraForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"embedding_size": 1024,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 1024,
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "electra",
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"num_attention_heads": 16,
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"num_hidden_layers": 24,
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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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"summary_activation": "gelu",
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"summary_last_dropout": 0.1,
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"summary_type": "first",
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"summary_use_proj": true,
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"torch_dtype": "float32",
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"transformers_version": "4.9.2",
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"type_vocab_size": 2,
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"vocab_size": 30522
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}
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eval_results.json
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{
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"epoch": 5.0,
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"eval_accuracy": 0.8698768019676208,
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"eval_loss": 0.4581369161605835,
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"eval_runtime": 125.7631,
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"eval_samples": 4465,
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"eval_samples_per_second": 35.503,
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"eval_steps_per_second": 4.445
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:9c0420c57e3782982e7976b066310bb33f63d819477ce7c753b74e993225a730
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size 1340739821
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special_tokens_map.json
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{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
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tokenizer.json
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tokenizer_config.json
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{"do_lower_case": true, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "google/electra-large-discriminator", "tokenizer_class": "ElectraTokenizer"}
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train_results.json
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{
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"epoch": 5.0,
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"train_loss": 0.2675398982348024,
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"train_runtime": 16286.6127,
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"train_samples": 39769,
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"train_samples_per_second": 12.209,
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"train_steps_per_second": 0.763
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}
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trainer_state.json
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{
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"best_metric": 0.8698768019676208,
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"best_model_checkpoint": "./electra-large/fine_tuned_models/checkpoint-9944",
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"epoch": 5.0,
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"global_step": 12430,
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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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"learning_rate": 1.7777777777777777e-05,
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"loss": 0.482,
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"step": 2486
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},
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{
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"epoch": 1.0,
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"step": 2486
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},
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{
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"epoch": 2.0,
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"loss": 0.3208,
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"step": 4972
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{
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"epoch": 2.0,
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"eval_samples_per_second": 35.907,
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"step": 4972
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},
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{
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"epoch": 3.0,
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"learning_rate": 8.888888888888888e-06,
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{
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{
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{
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}
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],
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"max_steps": 12430,
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"num_train_epochs": 5,
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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 sha256:21b01a271adc542b743279543f103ba59984348ca159f079c9b8a76f5823392b
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size 2671
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vocab.txt
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