Upload 9 files
Browse files- config.json +24 -0
- eval_results.txt +12 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tokenizer_config.json +1 -0
- train_results.txt +3 -0
- trainer_state.json +808 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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"_name_or_path": "checkpoints/multicse-bert-large-uncased",
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"architectures": [
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"BertForCL"
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],
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"attention_probs_dropout_prob": 0.1,
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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": 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": "bert",
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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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"transformers_version": "4.2.1",
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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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eval_results.txt
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epoch = 3.0
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eval_CR = 90.48
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eval_MPQA = 89.26
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eval_MR = 83.67
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eval_MRPC = 76.1
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eval_SST2 = 88.76
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eval_SUBJ = 94.42
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eval_TREC = 78.56
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eval_avg_sts = 0.84970489436635
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eval_avg_transfer = 85.89285714285714
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eval_sickr_spearman = 0.8333206856972879
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eval_stsb_spearman = 0.8660891030354121
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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:ea34bd77f0c8c64115c249126992f28f680859c9536d9acde15d25ab55409e34
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size 1470080962
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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": "/data/lyhe/data/bert-large-uncased"}
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train_results.txt
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epoch = 3.0
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train_runtime = 7555.7932
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train_samples_per_second = 0.358
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trainer_state.json
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{
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"best_metric": 0.84970489436635,
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"best_model_checkpoint": "checkpoints/multicse-bert-large-uncased",
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"epoch": 3.0,
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"global_step": 2706,
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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": 0.03,
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"eval_avg_sts": 0.7624996022459282,
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"eval_sickr_spearman": 0.7306625637849724,
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"eval_stsb_spearman": 0.7943366407068839,
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"step": 25
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},
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{
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"epoch": 0.06,
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"eval_stsb_spearman": 0.8360857745006132,
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"step": 50
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},
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{
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"epoch": 0.08,
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"eval_sickr_spearman": 0.7874237501893749,
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"eval_stsb_spearman": 0.842425887416918,
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"step": 75
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},
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{
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"epoch": 0.11,
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"eval_avg_sts": 0.8218597211542165,
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"eval_sickr_spearman": 0.7970756000233636,
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"eval_stsb_spearman": 0.8466438422850692,
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"step": 100
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},
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{
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"epoch": 0.14,
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"eval_avg_sts": 0.8222996516785348,
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"eval_sickr_spearman": 0.7976810320569911,
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"eval_stsb_spearman": 0.8469182713000784,
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"step": 125
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},
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{
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"epoch": 0.17,
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"eval_avg_sts": 0.8296571369885761,
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"eval_sickr_spearman": 0.806694500521766,
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"eval_stsb_spearman": 0.8526197734553864,
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"step": 150
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},
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{
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"epoch": 0.19,
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"eval_avg_sts": 0.8336126250309825,
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"eval_sickr_spearman": 0.8114649014854978,
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"eval_stsb_spearman": 0.8557603485764674,
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"step": 175
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},
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{
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"epoch": 0.22,
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"eval_avg_sts": 0.8353162227426572,
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"eval_sickr_spearman": 0.8118504471367415,
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"eval_stsb_spearman": 0.8587819983485729,
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"step": 200
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},
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{
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"epoch": 0.25,
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"eval_avg_sts": 0.8300942602644428,
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"eval_sickr_spearman": 0.8061713937960034,
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"eval_stsb_spearman": 0.8540171267328822,
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"step": 225
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},
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{
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"epoch": 0.28,
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vocab.txt
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