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Delete sentiment_classification

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sentiment_classification/README.md DELETED
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- ---
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- tags:
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- - generated_from_trainer
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- datasets:
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- - financial_phrasebank
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- metrics:
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- - accuracy
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- model-index:
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- - name: sentiment_classification
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- results:
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- - task:
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- name: Text Classification
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- type: text-classification
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- dataset:
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- name: financial_phrasebank
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- type: financial_phrasebank
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- config: sentences_66agree
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- split: train
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- args: sentences_66agree
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- metrics:
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- - name: Accuracy
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- type: accuracy
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- value: 0.9265402843601895
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- ---
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-
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- <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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- should probably proofread and complete it, then remove this comment. -->
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-
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- # sentiment_classification
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-
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- This model is a fine-tuned version of [SALT-NLP/FLANG-Roberta](https://huggingface.co/SALT-NLP/FLANG-Roberta) on the financial_phrasebank dataset.
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- It achieves the following results on the evaluation set:
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- - Loss: 0.4541
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- - Accuracy: 0.9265
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-
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- ## Model description
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-
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- More information needed
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-
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- ## Intended uses & limitations
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-
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- More information needed
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-
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- ## Training and evaluation data
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-
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- More information needed
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-
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- ## Training procedure
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-
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- ### Training hyperparameters
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-
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- The following hyperparameters were used during training:
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- - learning_rate: 5e-05
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- - train_batch_size: 8
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- - eval_batch_size: 8
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- - seed: 42
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- - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- - lr_scheduler_type: linear
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- - num_epochs: 6
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-
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- ### Training results
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-
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-
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-
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- ### Framework versions
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-
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- - Transformers 4.24.0
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- - Pytorch 1.12.1+cu113
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- - Datasets 2.7.1
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- - Tokenizers 0.13.2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
sentiment_classification/config.json DELETED
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- {
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- "_name_or_path": "SALT-NLP/FLANG-Roberta",
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- "architectures": [
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- "RobertaForSequenceClassification"
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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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- "classifier_dropout": null,
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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": 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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- },
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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_1": 1,
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- "LABEL_2": 2
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- },
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- "layer_norm_eps": 1e-05,
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- "max_position_embeddings": 130,
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- "model_type": "roberta",
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- "num_attention_heads": 12,
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- "num_hidden_layers": 12,
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- "pad_token_id": 1,
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- "position_embedding_type": "absolute",
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- "problem_type": "single_label_classification",
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- "tokenizer_class": "BertweetTokenizer",
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- "torch_dtype": "float32",
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- "transformers_version": "4.24.0",
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- "type_vocab_size": 1,
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- "use_cache": true,
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- "vocab_size": 64001
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- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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