Upload 10 files
Browse files- config.json +26 -0
- eval_results.txt +12 -0
- merges.txt +0 -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.json +0 -0
config.json
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{
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"_name_or_path": "checkpoints/multicse-roberta-large-uncased",
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"architectures": [
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"RobertaForCL"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"eos_token_id": 2,
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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-05,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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"num_attention_heads": 16,
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"num_hidden_layers": 24,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"transformers_version": "4.2.1",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 50265
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}
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eval_results.txt
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epoch = 3.0
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eval_CR = 91.86
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eval_MPQA = 89.67
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eval_MR = 86.08
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eval_MRPC = 74.75
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eval_SST2 = 90.71
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eval_SUBJ = 93.8
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eval_TREC = 78.12
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eval_avg_sts = 0.8592533976547048
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eval_avg_transfer = 86.42714285714285
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eval_sickr_spearman = 0.8491095173931258
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eval_stsb_spearman = 0.8693972779162836
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merges.txt
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The diff for this file is too large to render.
See raw diff
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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:f7be59a7ab59ab8c1f15a2e8d7d97d18f84956a86369a3c35113750725929b16
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size 1631900994
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special_tokens_map.json
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{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false}}
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tokenizer_config.json
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{"unk_token": "<unk>", "bos_token": "<s>", "eos_token": "</s>", "add_prefix_space": false, "errors": "replace", "sep_token": "</s>", "cls_token": "<s>", "pad_token": "<pad>", "mask_token": "<mask>", "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "/data/lyhe/data/roberta-large"}
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train_results.txt
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epoch = 3.0
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train_runtime = 7654.807
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train_samples_per_second = 0.354
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trainer_state.json
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{
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"best_metric": 0.8592533976547048,
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"best_model_checkpoint": "checkpoints/multicse-roberta-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_sickr_spearman": 0.5533369246344159,
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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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"step": 50
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"epoch": 0.08,
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"eval_stsb_spearman": 0.8421074138875275,
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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": 0.8229977066254568,
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"eval_sickr_spearman": 0.8013150171606973,
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"eval_stsb_spearman": 0.8446803960902164,
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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": 0.8250867364664243,
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"eval_sickr_spearman": 0.8020941296571249,
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"eval_stsb_spearman": 0.8480793432757237,
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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": 0.8343038041059325,
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"eval_sickr_spearman": 0.8130164981863546,
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"eval_stsb_spearman": 0.8555911100255104,
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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": 0.8341218485661299,
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"eval_sickr_spearman": 0.8137427764712003,
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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": 0.8292804411707589,
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"eval_sickr_spearman": 0.8028885640749114,
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"step": 200
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},
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{
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training_args.bin
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:09d97e009c1be75deb928a0479f6c585962d7fb163ac95daf9f566b26e769c45
|
3 |
+
size 2552
|
vocab.json
ADDED
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