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README.md
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---
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license: apache-2.0
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---
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license: apache-2.0
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datasets:
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- databricks/databricks-dolly-15k
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language:
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- en
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metrics:
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- rouge
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base_model:
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- openai-community/gpt2-medium
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pipeline_tag: text-generation
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---
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# init-gpt2-340M
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[paper](https://arxiv.org/abs/2306.08543) | [code](https://github.com/microsoft/LMOps/tree/main/minillm)
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**init-gpt2-340M** is a gpt2-medium (340M) model supervised fine-tuned on [databricks-dolly-15k](https://huggingface.co/datasets/aisquared/databricks-dolly-15k).
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It is used as the initialization for training [MiniLLM](https://huggingface.co/MiniLLM/MiniLLM-gpt2-340M).
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## Citation
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```
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@inproceedings{minillm,
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title={MiniLLM: Knowledge Distillation of Large Language Models},
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author={Gu, Yuxian and Dong, Li and Wei, Furu and Huang, Minlie},
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booktitle={Proceedings of ICLR},
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year={2024}
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}
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```
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