Finetune Llama 3, Mistral & Gemma LLMs 2-5x faster with 80% less memory
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Updated
May 18, 2024 - Python
Finetune Llama 3, Mistral & Gemma LLMs 2-5x faster with 80% less memory
Official repo for the paper PHUDGE: Phi-3 as Scalable Judge. Evaluate your LLMs with or without custom rubric, reference answer, absolute, relative and much more. It contains a list of all the available tool, methods, repo, code etc to detect hallucination, LLM evaluation, grading and much more.
(In-progress) Finetuning OpenAI's GPT-3.5-Turbo as a base model on open-source data about the Tampa Bay region to create a chatbot specializing in information on the area!
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.
A PyTorch Lightning extension that accelerates and enhances foundation model experimentation with flexible fine-tuning schedules.
Open source project for data preparation of LLM application builders
Interact with your SQL database, Natural Language to SQL using LLMs
H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://h2oai.github.io/h2o-llmstudio/
[ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models".
Provide best practices for LMOps, as well as elegant and convenient access to the features of the Qianfan MaaS Platform. (提供大模型工具链最佳实践,以及优雅且便捷地访问千帆大模型平台)
🏗️ Fine-tune, build, and deploy open-source LLMs easily!
TutorAI is a RAG system capable of assisting with learning academic subjects and using the curriculum and citing it. The project revolves around building an application that ingests a textbook in most formats and facilitates efficient learning of the course material.
Gen AI Large Language Model Projects
PaliGemma Inference and Fine Tuning
优质稳定的OpenAI的API接口-For企业和开发者。OpenAI的api proxy,支持ChatGPT的API调用,支持openai的API接口,支持:gpt-4,gpt-3.5。不需要openai Key, 不需要买openai的账号,不需要美元的银行卡,通通不用的,直接调用就行,稳定好用!!智增增
Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.
a friendly neighborhood repository with diverse experiments and adventures in the world of LLMs
Webui for using XTTS and for finetuning it
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