tcapelle / llm_recipesLinks
A set of scripts and notebooks on LLM finetunning and dataset creation
☆112Updated 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:
- Starter pack for NeurIPS LLM Efficiency Challenge 2023.☆129Updated 2 years ago
- Minimal example scripts of the Hugging Face Trainer, focused on staying under 150 lines☆196Updated last year
- Fully fine-tune large models like Mistral, Llama-2-13B, or Qwen-14B completely for free☆232Updated last year
- LLM Workshop by Sourab Mangrulkar☆398Updated last year
- Toolkit for attaching, training, saving and loading of new heads for transformer models☆293Updated 9 months ago
- awesome synthetic (text) datasets☆315Updated last month
- ☆217Updated last year
- Fine-tune an LLM to perform batch inference and online serving.☆115Updated 6 months ago
- Manage scalable open LLM inference endpoints in Slurm clusters☆278Updated last year
- Let's build better datasets, together!☆267Updated last year
- experiments with inference on llama☆103Updated last year
- ☆94Updated 2 years ago
- NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day☆259Updated 2 years ago
- Various installation guides for Large Language Models☆77Updated 8 months ago
- A comprehensive deep dive into the world of tokens☆227Updated last year
- [ACL'25] Official Code for LlamaDuo: LLMOps Pipeline for Seamless Migration from Service LLMs to Small-Scale Local LLMs☆314Updated 5 months ago
- Lightweight demos for finetuning LLMs. Powered by 🤗 transformers and open-source datasets.☆78Updated last year
- LLM_library is a comprehensive repository serves as a one-stop resource hands-on code, insightful summaries.☆69Updated last year
- Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.☆83Updated 2 years ago
- Official repo for the paper PHUDGE: Phi-3 as Scalable Judge. Evaluate your LLMs with or without custom rubric, reference answer, absolute…☆51Updated last year
- Complete implementation of Llama2 with/without KV cache & inference 🚀☆49Updated last year
- ☆148Updated last year
- EvolKit is an innovative framework designed to automatically enhance the complexity of instructions used for fine-tuning Large Language M…☆245Updated last year
- ☆86Updated last year
- 🕹️ Performance Comparison of MLOps Engines, Frameworks, and Languages on Mainstream AI Models.☆139Updated last year
- ☆160Updated last year
- A comprehensive guide to LLM evaluation methods designed to assist in identifying the most suitable evaluation techniques for various use…☆162Updated 3 weeks ago
- This is the reproduction repository for my 🤗 Hugging Face blog post on synthetic data☆68Updated last year
- LoRA and DoRA from Scratch Implementations☆214Updated last year
- ☆170Updated last year