bhadresh-savani commited on
Commit
702940c
1 Parent(s): a2e4aa3

added model files

Browse files
README.md ADDED
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+ ---
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+ language:
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+ - en
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+ thumbnail: https://avatars3.githubusercontent.com/u/32437151?s=460&u=4ec59abc8d21d5feea3dab323d23a5860e6996a4&v=4
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+ tags:
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+ - text-classification
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+ - emotion
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+ - pytorch
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+ - en
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+ - distil-bert
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+ license: apache-2.0
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+ datasets:
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+ - emotion
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+ metrics:
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+ - Accuracy, F1 Score
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+ ---
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+ # Distilbert-base-uncased-emotion
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+
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+ ## Model description:
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+ `Distilbert-base-uncased` finetuned on the emotion dataset using HuggingFace Trainer.
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+ ```
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+ learning rate 2e-5,
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+ batch size 64,
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+ num_train_epochs=8,
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+ ```
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+
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+ ## Dataset:
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+ [Twitter-Sentiment-Analysis](https://huggingface.co/nlp/viewer/?dataset=emotion).
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+
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+ #### Limitations and bias
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+ -
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+ - [Follow me on github](https://github.com/nateraw) to get notified when code is made available.
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+
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+ ## Training procedure
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+
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+ ## Eval results
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+ ```
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+
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+ ```
config.json ADDED
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+ {
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+ "_name_or_path": "distilbert-base-uncased",
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+ "activation": "gelu",
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+ "architectures": [
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+ "DistilBertForSequenceClassification"
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+ ],
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+ "attention_dropout": 0.1,
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+ "dim": 768,
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+ "dropout": 0.1,
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+ "hidden_dim": 3072,
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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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+ "5": "LABEL_5"
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+ },
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+ "initializer_range": 0.02,
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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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+ "LABEL_5": 5
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+ },
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+ "max_position_embeddings": 512,
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+ "model_type": "distilbert",
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+ "n_heads": 12,
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+ "n_layers": 6,
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+ "pad_token_id": 0,
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+ "qa_dropout": 0.1,
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+ "seq_classif_dropout": 0.2,
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+ "sinusoidal_pos_embds": false,
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+ "tie_weights_": true,
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+ "transformers_version": "4.5.0",
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+ "vocab_size": 30522
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+ }
pytorch_model.bin ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ size 267875479
special_tokens_map.json ADDED
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+ {"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
tokenizer_config.json ADDED
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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": "distilbert-base-uncased"}
vocab.txt ADDED
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