tcapelle / llm_recipes
A set of scripts and notebooks on LLM finetunning and dataset creation
☆92Updated last month
Related projects ⓘ
Alternatives and complementary repositories for llm_recipes
- Starter pack for NeurIPS LLM Efficiency Challenge 2023.☆115Updated last year
- Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.☆81Updated last year
- ☆91Updated last year
- Manage scalable open LLM inference endpoints in Slurm clusters☆237Updated 3 months ago
- Let's build better datasets, together!☆202Updated 3 months ago
- ☆91Updated last month
- Fully fine-tune large models like Mistral, Llama-2-13B, or Qwen-14B completely for free☆219Updated last week
- awesome synthetic (text) datasets☆239Updated last week
- Minimal example scripts of the Hugging Face Trainer, focused on staying under 150 lines☆194Updated 6 months ago
- code for training & evaluating Contextual Document Embedding models☆92Updated this week
- NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day☆251Updated last year
- experiments with inference on llama☆105Updated 5 months ago
- Prune transformer layers☆63Updated 5 months ago
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆194Updated 6 months ago
- This repository contains the code for dataset curation and finetuning of instruct variant of the Bilingual OpenHathi model. The resultin…☆23Updated 10 months ago
- LLM Workshop by Sourab Mangrulkar☆340Updated 4 months ago
- Set of scripts to finetune LLMs☆36Updated 7 months ago
- Lightweight demos for finetuning LLMs. Powered by 🤗 transformers and open-source datasets.☆64Updated 2 weeks ago
- EvolKit is an innovative framework designed to automatically enhance the complexity of instructions used for fine-tuning Large Language M…☆169Updated last week
- ☆86Updated 9 months ago
- Complete implementation of Llama2 with/without KV cache & inference 🚀☆47Updated 5 months ago
- A comprehensive guide to LLM evaluation methods designed to assist in identifying the most suitable evaluation techniques for various use…☆65Updated this week
- Toolkit for attaching, training, saving and loading of new heads for transformer models☆242Updated this week
- ☆116Updated 2 months ago
- ☆93Updated last year
- End-to-End LLM Guide☆97Updated 4 months ago
- RAGs: Simple implementations of Retrieval Augmented Generation (RAG) Systems☆83Updated 6 months ago
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆171Updated 3 months ago
- Just a bunch of benchmark logs for different LLMs☆113Updated 3 months ago
- Fast bare-bones BPE for modern tokenizer training☆142Updated 2 weeks ago