huggingface / llm_training_handbookLinks
An open collection of methodologies to help with successful training of large language models.
☆503Updated last year
Alternatives and similar repositories for llm_training_handbook
Users that are interested in llm_training_handbook are comparing it to the libraries listed below
Sorting:
- An open collection of implementation tips, tricks and resources for training large language models☆477Updated 2 years ago
- Code for fine-tuning Platypus fam LLMs using LoRA☆628Updated last year
- Extend existing LLMs way beyond the original training length with constant memory usage, without retraining☆701Updated last year
- batched loras☆344Updated last year
- Scaling Data-Constrained Language Models☆338Updated 3 weeks ago
- distributed trainer for LLMs☆578Updated last year
- ☆524Updated 7 months ago
- LLM Workshop by Sourab Mangrulkar☆387Updated last year
- Build, evaluate, understand, and fix LLM-based apps☆489Updated last year
- This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.☆546Updated last year
- Salesforce open-source LLMs with 8k sequence length.☆719Updated 5 months ago
- A repository for research on medium sized language models.☆504Updated last month
- [ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the dive…☆951Updated 8 months ago
- NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day☆256Updated last year
- Generate textbook-quality synthetic LLM pretraining data☆501Updated last year
- This repository contains code and tooling for the Abacus.AI LLM Context Expansion project. Also included are evaluation scripts and bench…☆591Updated last year
- Finetuning Large Language Models on One Consumer GPU in 2 Bits☆726Updated last year
- A joint community effort to create one central leaderboard for LLMs.☆303Updated 10 months ago
- DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection and Instruction-Aware Models for Conversational AI☆508Updated 5 months ago
- PaL: Program-Aided Language Models (ICML 2023)☆502Updated 2 years ago
- Official repository for ORPO☆458Updated last year
- Expanding natural instructions☆1,008Updated last year
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆464Updated last year
- Evaluation suite for LLMs☆353Updated last week
- This repository contains code for extending the Stanford Alpaca synthetic instruction tuning to existing instruction-tuned models such as…☆352Updated 2 years ago
- Generative Representational Instruction Tuning☆660Updated 3 weeks ago
- OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.☆569Updated last year
- A bagel, with everything.☆322Updated last year
- Manage scalable open LLM inference endpoints in Slurm clusters☆265Updated last year
- Official repository for LongChat and LongEval☆523Updated last year