Commit
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57acc55
1
Parent(s):
d2d540e
Initial commit
Browse files- all_results.json +11 -0
- config.json +31 -0
- eval_results.json +8 -0
- predict_results.txt +0 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- train_results.json +6 -0
- trainer_state.json +53 -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": 0.86948,
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"eval_loss": 0.31286707520484924,
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"eval_runtime": 110.08,
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"eval_samples": 50000,
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"eval_samples_per_second": 454.215,
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"train_runtime": 2882.6525,
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"train_samples": 150000,
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"train_samples_per_second": 1.22
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}
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config.json
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{
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"_name_or_path": "bert-base-multilingual-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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"directionality": "bidi",
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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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"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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"pooler_fc_size": 768,
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"pooler_num_attention_heads": 12,
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"pooler_num_fc_layers": 3,
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"pooler_size_per_head": 128,
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"pooler_type": "first_token_transform",
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"transformers_version": "4.6.0",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 119547
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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": 0.86948,
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"eval_loss": 0.31286707520484924,
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"eval_runtime": 110.08,
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"eval_samples": 50000,
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"eval_samples_per_second": 454.215
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}
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predict_results.txt
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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:d56b6d2332c0a39e4beb1080b243e4bee1e9f54f8847082e271eb62f8b1fd536
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size 711506831
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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": false, "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": "bert-base-multilingual-cased"}
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train_results.json
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{
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"epoch": 3.0,
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"train_runtime": 2882.6525,
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"train_samples": 150000,
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"train_samples_per_second": 1.22
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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": 3516,
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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_accuracy": 0.85022,
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"eval_loss": 0.33765363693237305,
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"eval_runtime": 102.5233,
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"eval_samples_per_second": 487.694,
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"step": 1172
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},
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{
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"epoch": 1.71,
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"learning_rate": 1.0053050397877986e-05,
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"loss": 0.38,
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"step": 2000
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.86544,
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"eval_loss": 0.3076673150062561,
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"eval_runtime": 123.4792,
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"eval_samples_per_second": 404.926,
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"step": 2344
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},
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{
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"epoch": 3.0,
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"eval_accuracy": 0.86948,
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"eval_loss": 0.31286707520484924,
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"eval_runtime": 123.9806,
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"eval_samples_per_second": 403.289,
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"step": 3516
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},
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{
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"epoch": 3.0,
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"step": 3516,
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"total_flos": 0,
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"train_runtime": 2882.6525,
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"train_samples_per_second": 1.22
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}
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],
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"max_steps": 3516,
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"num_train_epochs": 3,
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"total_flos": 0,
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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 sha256:992835abe5ab9b17241f38ccc1b4bfa1abcb8ddbae3397594858b365c48e8536
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size 2415
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vocab.txt
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