Commit
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0a2c663
1
Parent(s):
698e519
added model files
Browse files- README.md +9 -0
- config.json +64 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tf_model.h5 +3 -0
- tokenizer_config.json +1 -0
- vocab.txt +0 -0
README.md
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# bert-base-uncased-sem_eval_2010_task_8
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Trained for 3 epochs
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Batch-size: 6
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Seed: 42
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Test F1-Score: 0.8
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config.json
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{
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"_name_or_path": "/home/joel/transformers/sem_eval_2010_task_8/bert-base-uncased-local/results/42/checkpoint-1700",
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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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"finetuning_task": "joelito/sem_eval_2010_task_8",
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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": "Cause-Effect(e1,e2)",
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"1": "Cause-Effect(e2,e1)",
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"2": "Component-Whole(e1,e2)",
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"3": "Component-Whole(e2,e1)",
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"4": "Content-Container(e1,e2)",
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"5": "Content-Container(e2,e1)",
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"6": "Entity-Destination(e1,e2)",
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"7": "Entity-Destination(e2,e1)",
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"8": "Entity-Origin(e1,e2)",
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"9": "Entity-Origin(e2,e1)",
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"10": "Instrument-Agency(e1,e2)",
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"11": "Instrument-Agency(e2,e1)",
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"12": "Member-Collection(e1,e2)",
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"13": "Member-Collection(e2,e1)",
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"14": "Message-Topic(e1,e2)",
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"15": "Message-Topic(e2,e1)",
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"16": "Product-Producer(e1,e2)",
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"17": "Product-Producer(e2,e1)",
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"18": "Other"
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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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"Cause-Effect(e1,e2)": 0,
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"Cause-Effect(e2,e1)": 1,
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"Component-Whole(e1,e2)": 2,
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"Component-Whole(e2,e1)": 3,
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"Content-Container(e1,e2)": 4,
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"Content-Container(e2,e1)": 5,
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"Entity-Destination(e1,e2)": 6,
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"Entity-Destination(e2,e1)": 7,
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"Entity-Origin(e1,e2)": 8,
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"Entity-Origin(e2,e1)": 9,
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"Instrument-Agency(e1,e2)": 10,
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"Instrument-Agency(e2,e1)": 11,
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"Member-Collection(e1,e2)": 12,
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"Member-Collection(e2,e1)": 13,
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"Message-Topic(e1,e2)": 14,
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"Message-Topic(e2,e1)": 15,
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"Other": 18,
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"Product-Producer(e1,e2)": 16,
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"Product-Producer(e2,e1)": 17
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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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"pad_token_id": 0,
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"type_vocab_size": 2,
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"vocab_size": 30522
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:0b1c430304687c904a3b4b293b2f448553fad11403403e41cad7a3d1f5849a32
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size 438076745
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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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tf_model.h5
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version https://git-lfs.github.com/spec/v1
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oid sha256:f7b8eb7d41de69723c8cf3af03ce891a5265a7f3f94eff730f473ee7a470dcd3
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size 438258092
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tokenizer_config.json
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{"do_lower_case": true, "do_basic_tokenize": true, "never_split": null, "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, "name_or_path": "bert-base-uncased"}
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vocab.txt
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