rasbt/LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Topic: finetuning
735 repositories
meta-llama/llama-cookbook
Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services
linkedin/Liger-Kernel
Efficient Triton Kernels for LLM Training
h2oai/h2o-llmstudio
H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/
microsoft/FLAML
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
LazyAGI/LazyLLM
Easiest and laziest way for building multi-agent LLMs applications.
eosphoros-ai/Awesome-Text2SQL
Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.
Dataherald/dataherald
Interact with your SQL database, Natural Language to SQL using LLMs
learnables/learn2learn
A PyTorch Library for Meta-learning Research
stochasticai/xTuring
Build, personalize and control your own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6
adithya-s-k/AI-Engineering.academy
Mastering Applied AI, One Concept at a Time
SocialAI-tianji/Tianji
制作懂人情世故的大语言模型 | 涵盖提示词工程、RAG、Agent、LLM微调教程
jina-ai/finetuner
:dart: Task-oriented embedding tuning for BERT, CLIP, etc.
NVIDIA-NeMo/Automodel
🚀 Pytorch Distributed native training library for LLMs/VLMs with OOTB Hugging Face support
xing61/zzz-api
企业级稳定的OpenAI、Claude、Gemini等的API接口-For企业和开发者。OpenAI的api proxy，支持ChatGPT的API调用，支持Anthropic claude的官方接口形式，支持Google gemini的官方接口形式，支持：gpt-5，sora。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
data-prep-kit/data-prep-kit
Open source project for data preparation for GenAI applications
daswer123/xtts-webui
Webui for using XTTS and for finetuning it
dvgodoy/FineTuningLLMs
Official repository of my book "A Hands-On Guide to Fine-Tuning LLMs with PyTorch and Hugging Face"
georgian-io/LLM-Finetuning-Toolkit
Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.
X-GenGroup/Flow-Factory
A unified framework for easy fine-tuning in Flow-Matching models
minosvasilias/godot-dodo
Finetuning large language models for GDScript generation.
junxia97/awesome-pretrain-on-molecules
[IJCAI 2023 survey track]A curated list of resources for chemical pre-trained models
kaito-project/aikit
🏗️ Fine-tune, build, and deploy open-source LLMs easily!
shootthesound/Fizgig
Fizgig — LoRA & Fine-tune Studio for Klein 9B, Krea 2, MiniMax H3, Qwen Image 2.1, Anima & Z-Image Turbo and Ace-Step XL: train, fine-tune, profile, repair and extract LoRAs & LoKR for Image, Video & Music Models
Xirider/finetune-gpt2xl
Guide: Finetune GPT2-XL (1.5 Billion Parameters) and finetune GPT-NEO (2.7 B) on a single GPU with Huggingface Transformers using DeepSpeed
microsoft/AzureML-BERT
End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service
baidubce/bce-qianfan-sdk
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）
zjysteven/lmms-finetune
A minimal codebase for finetuning large multimodal models, supporting llava-1.5/1.6, llava-interleave, llava-next-video, llava-onevision, llama-3.2-vision, qwen-vl, qwen2-vl, phi3-v etc.
LHRLAB/ChatKBQA
[ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models".
ServiceNow/TapeAgents
TapeAgents is a framework that facilitates all stages of the LLM Agent development lifecycle