Looking for a Finetuning Guide

This page summarizes the projects mentioned and recommended in the original post on /r/LocalLLaMA

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  • text-generation-webui

    A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.

  • FastChat

    An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

    • Each row is a example, I'm thinking to instruct tune (https://huggingface.co/datasets/databricks/databricks-dolly-15k) and chat tune https://github.com/lm-sys/FastChat/blob/main/playground/data/dummy.json some models. 10k+ seems to be the ideal number but I'd also like to know get a feel for where the lower limit is.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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