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--- |
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dataset_info: |
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features: |
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- name: text |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 22124994 |
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num_examples: 67349 |
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- name: validation |
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num_bytes: 332100 |
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num_examples: 872 |
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download_size: 88794 |
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dataset_size: 22457094 |
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--- |
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# Dataset Card for "llama2-sst2-finetuning" |
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## Dataset Description |
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The Llama2-sst2-fine-tuning dataset is designed for supervised fine-tuning of the LLaMA V2 based on the GLUE SST2 for sentiment analysis classification task. |
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We provide two subsets: training and validation. |
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To ensure the effectiveness of fine-tuning, we convert the data into the prompt template for LLaMA V2 supervised fine-tuning, where the data will follow this format: |
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``` |
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<s>[INST] <<SYS>> |
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{System prompt} |
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<</SYS>> |
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{User prompt} [/INST] {Label} </s>. |
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``` |
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The feasibility of this data has been tested in supervised fine-tuning on the meta-llama/Llama-2-7b-hf model. |
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[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
