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# For reference on model card metadata, see the spec: https://github.com/huggingface/hub-docs/blob/main/datasetcard.md?plain=1
# Doc / guide: https://huggingface.co/docs/hub/datasets-cards
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# Dataset Card for LLM Performance

### Dataset Summary

This table presents a comprehensive comparative analysis of a few popular LLMs, such as Falcon, LLama 2, and Mistral, highlighting both the quality of their outputs and the corresponding inference times. We finetuned the Falcon model with the full Alpaca dataset of 52k datapoints and with randomly sampled 5k datapoints and then compared them with base and instruct versions of Falcon, LLama 2 and Mistral. All models are with 7B parameters and in int4 representation.
