Ubuntu
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Commit
·
4318d85
1
Parent(s):
9279ab5
Upload finetuned model weight
Browse files- all_results.json +11 -0
- config.json +28 -0
- eval_results.json +8 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tokenizer_config.json +1 -0
- train_results.json +6 -0
- trainer_state.json +95 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
all_results.json
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{
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"epoch": 3.0,
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"eval_accuracy": 0.9518348623853211,
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"eval_loss": 0.19545245170593262,
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"eval_runtime": 5.8156,
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"eval_samples": 872,
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"eval_samples_per_second": 149.943,
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"train_runtime": 3417.3067,
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"train_samples": 67349,
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"train_samples_per_second": 1.848
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}
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config.json
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{
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"_name_or_path": "google/electra-base-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": 768,
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"finetuning_task": "sst2",
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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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"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": 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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"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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"transformers_version": "4.6.0.dev0",
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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": 3.0,
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"eval_accuracy": 0.9518348623853211,
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"eval_loss": 0.19545245170593262,
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"eval_runtime": 5.8156,
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"eval_samples": 872,
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"eval_samples_per_second": 149.943
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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:d51f4d737b844c314bb6cfa7e0540b0ecc927dd757b385434e40cd425c644689
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size 438023632
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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_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-base-discriminator"}
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train_results.json
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{
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"epoch": 3.0,
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"train_runtime": 3417.3067,
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"train_samples": 67349,
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"train_samples_per_second": 1.848
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}
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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": 3.0,
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"global_step": 6315,
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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": 0.24,
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"learning_rate": 1.8416468725257326e-05,
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"loss": 0.2819,
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"step": 500
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},
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{
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"epoch": 0.48,
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"learning_rate": 1.6832937450514647e-05,
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"loss": 0.1863,
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"step": 1000
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},
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{
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"epoch": 0.71,
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"learning_rate": 1.5249406175771972e-05,
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"loss": 0.1603,
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"step": 1500
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},
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{
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"epoch": 0.95,
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"learning_rate": 1.3665874901029297e-05,
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},
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{
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"epoch": 1.19,
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"step": 2500
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},
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{
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"epoch": 1.43,
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"learning_rate": 1.0498812351543943e-05,
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"step": 3000
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},
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{
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"epoch": 1.66,
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"learning_rate": 8.915281076801267e-06,
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},
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{
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"epoch": 1.9,
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"learning_rate": 7.331749802058591e-06,
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"loss": 0.1071,
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"step": 4000
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},
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{
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"epoch": 2.14,
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"learning_rate": 5.748218527315916e-06,
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"loss": 0.0904,
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"step": 4500
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},
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{
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"epoch": 2.38,
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"learning_rate": 4.164687252573238e-06,
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"step": 5000
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},
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{
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"epoch": 2.61,
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"learning_rate": 2.581155977830562e-06,
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},
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{
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"epoch": 2.85,
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},
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{
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"epoch": 3.0,
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"step": 6315,
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"total_flos": 1.6988827310258688e+16,
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"train_runtime": 3417.3067,
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"train_samples_per_second": 1.848
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}
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],
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"max_steps": 6315,
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"num_train_epochs": 3,
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"total_flos": 1.6988827310258688e+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
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:d7debc14fb8d941ab674057a31544c986565bd75fcd17845ad744eb36e5f4241
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size 2415
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vocab.txt
ADDED
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