Upload 11 files
Browse files- config.json +48 -0
- eval_results.txt +18 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +1 -0
- tokenizer_config.json +1 -0
- train_results.txt +3 -0
- trainer_state.json +805 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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"_name_or_path": "result/unsup/simcse-indobert-content-FakeCLSTrain-precise",
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"_num_labels": 5,
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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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"classifier_dropout": null,
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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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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2",
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"3": "LABEL_3",
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"4": "LABEL_4"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_2": 2,
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"LABEL_3": 3,
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"LABEL_4": 4
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},
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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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"output_past": true,
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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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"torch_dtype": "float32",
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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": 30521
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}
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eval_results.txt
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epoch = 3.0
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eval_CR = 72.4
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eval_FakeCLSDev = 0.75
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eval_FakeCLSTest = 0.6
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eval_FakeCLSTrain = 0.5866261398176292
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eval_FakePairs = 0.009186111367833594
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eval_FakePairsNLI = 61.31
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eval_MPQA = 77.71
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eval_MR = 62.08
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eval_MRPC = 70.66
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eval_SST2 = 68.92
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eval_SUBJ = 81.17
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eval_TREC = 62.38
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eval_avg_sts = 0.6025418380141683
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eval_avg_transfer = 70.76
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eval_sickr_spearman = 0.5790834682182003
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eval_stsb_indo = 0.2856567184812426
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eval_stsb_spearman = 0.6260002078101363
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:60bafe8fc2f177201b419b92d517ab4fb3f2046c0e52b750aecfdee192dd3b8d
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size 875968954
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:661da7ffb02996db36fc801db16e8c61dac9acc40359203c8e2e4c3a4dab3cc2
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size 438011626
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:f6a8f190d2b477700dfe75d0e6a8f67d67b0672fe16cf3d5b42ddbba0f514fa6
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size 1064
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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, "clean_up_tokenization_spaces": true, "do_basic_tokenize": true, "model_max_length": 1000000000000000019884624838656, "never_split": null, "tokenizer_class": "BertTokenizer", "special_tokens_map_file": "/home/ifti001/.cache/huggingface/transformers/7cc9f436cefa78ab595ac4e5b35da41475c4703c7dfa70ca087711ea68d89a2f.7da70648c6cb9951e284c9685f9ba7ae083dd59ed1d6d84bdfc0584a4ea94b6d", "name_or_path": "LazarusNLP/simcse-indobert-base"}
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train_results.txt
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epoch = 3.0
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train_runtime = 51381.4965
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train_samples_per_second = 0.015
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trainer_state.json
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{
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"best_metric": 0.5866261398176292,
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"best_model_checkpoint": "result/unsup/simcse-indobert-content-FakeCLSTrain-precise",
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"epoch": 3.0,
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"global_step": 756,
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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": 0.08,
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"eval_CR": 73.16,
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"eval_FakeCLSDev": 0.9856897538637664,
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"eval_FakeCLSTest": 0.5,
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"eval_FakeCLSTrain": 0.5635838150289018,
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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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size 2808
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vocab.txt
ADDED
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