F

fine-tuning

Build, customize and control you 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

🔧🔗https://github.com/e-p-armstrong/augmentoolkit

Create Custom LLMs

https://github.com/InternLM/InternLM Official release of InternLM2.5 base and chat models. 1M context support 🔗 https://internlm.intern-ai.org.cn/

https://github.com/THUDM/LongWriter LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs

🔧🔗 meta-llama/llama-recipes Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs.

https://github.com/THUDM/LongCite LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-context QA

https://github.com/InternLM/Agent-FLAN [ACL2024 Findings] Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models 🔗https://internlm.github.io/Agent-FLAN/

https://github.com/run-llama/finetune-embedding Fine-Tuning Embedding for RAG with Synthetic Data deprecated