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Model: NbAiLab/nb-sentence-bert-base-mnli-test Source: Original Platform
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.gitattributes
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README.md
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README.md
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---
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license: apache-2.0
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pipeline_tag: sentence-similarity
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tags:
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- sentence-transformers
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- feature-extraction
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- sentence-similarity
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---
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# nb-sentence-bert-base
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A test version of a sentence-BERT (SimCSE) model trained on top of nb-bert-base. This is just a test, and is not validated. New and better models will come soon.
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config.json
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config.json
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{
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"_name_or_path": "result/sup-simcse-nb-bert-base-gpu",
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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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"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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"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": 119547
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}
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eval_results.txt
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eval_results.txt
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epoch = 3.0
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eval_CR = 87.24
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eval_MPQA = 86.71
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eval_MR = 77.53
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eval_MRPC = 75.27
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eval_SST2 = 82.57
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eval_SUBJ = 92.92
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eval_TREC = 80.65
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eval_avg_sts = 0.742895730622507
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eval_avg_transfer = 83.27
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train_results.txt
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train_results.txt
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epoch = 3.0
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trainer_state.json
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training_args.bin
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