tcapelle / llm_recipesLinks
A set of scripts and notebooks on LLM finetunning and dataset creation
☆115Updated last year
Alternatives and similar repositories for llm_recipes
Users that are interested in llm_recipes are comparing it to the libraries listed below
Sorting:
- Minimal example scripts of the Hugging Face Trainer, focused on staying under 150 lines☆196Updated last year
- Starter pack for NeurIPS LLM Efficiency Challenge 2023.☆129Updated 2 years ago
- Fully fine-tune large models like Mistral, Llama-2-13B, or Qwen-14B completely for free☆232Updated last year
- LLM Workshop by Sourab Mangrulkar☆401Updated last year
- Manage scalable open LLM inference endpoints in Slurm clusters☆279Updated last year
- awesome synthetic (text) datasets☆321Updated 3 weeks ago
- Toolkit for attaching, training, saving and loading of new heads for transformer models☆294Updated 10 months ago
- Let's build better datasets, together!☆269Updated last year
- ☆94Updated 2 years ago
- NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day☆260Updated 2 years ago
- experiments with inference on llama☆103Updated last year
- Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.☆83Updated 2 years ago
- [ACL'25] Official Code for LlamaDuo: LLMOps Pipeline for Seamless Migration from Service LLMs to Small-Scale Local LLMs☆314Updated 6 months ago
- A comprehensive deep dive into the world of tokens☆226Updated last year
- Website for hosting the Open Foundation Models Cheat Sheet.☆269Updated 8 months ago
- ☆86Updated 2 years ago
- Complete implementation of Llama2 with/without KV cache & inference 🚀☆49Updated last year
- Fine-tune an LLM to perform batch inference and online serving.☆117Updated 8 months ago
- A miniture AI training framework for PyTorch☆42Updated last year
- ☆161Updated last year
- ☆140Updated 5 months ago
- A comprehensive guide to LLM evaluation methods designed to assist in identifying the most suitable evaluation techniques for various use…☆174Updated last week
- Lightweight demos for finetuning LLMs. Powered by 🤗 transformers and open-source datasets.☆77Updated last year
- ☆80Updated last year
- Generate textbook-quality synthetic LLM pretraining data☆509Updated 2 years ago
- A compact LLM pretrained in 9 days by using high quality data☆340Updated 9 months ago
- EvolKit is an innovative framework designed to automatically enhance the complexity of instructions used for fine-tuning Large Language M…☆249Updated last year
- Code for NeurIPS LLM Efficiency Challenge☆60Updated last year
- ☆171Updated last year
- An introduction to LLM Sampling☆79Updated last year