huggingface / llm_training_handbookLinks
An open collection of methodologies to help with successful training of large language models.
☆539Updated 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☆488Updated 2 years ago
- Code for fine-tuning Platypus fam LLMs using LoRA☆629Updated last year
- LLM Workshop by Sourab Mangrulkar☆395Updated last year
- distributed trainer for LLMs☆583Updated last year
- ☆552Updated 11 months ago
- A repository for research on medium sized language models.☆518Updated 5 months ago
- Extend existing LLMs way beyond the original training length with constant memory usage, without retraining☆729Updated last year
- This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.☆550Updated last year
- Build, evaluate, understand, and fix LLM-based apps☆491Updated last year
- Scaling Data-Constrained Language Models☆341Updated 4 months ago
- batched loras☆348Updated 2 years ago
- Salesforce open-source LLMs with 8k sequence length.☆722Updated 9 months ago
- Code for the paper "Rethinking Benchmark and Contamination for Language Models with Rephrased Samples"☆312Updated last year
- Generate textbook-quality synthetic LLM pretraining data☆506Updated 2 years ago
- Official repository for ORPO☆465Updated last year
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆477Updated last year
- [ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the dive…☆970Updated last year
- Evaluation suite for LLMs☆365Updated 4 months ago
- This repository contains code and tooling for the Abacus.AI LLM Context Expansion project. Also included are evaluation scripts and bench…☆597Updated 2 years ago
- DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection and Instruction-Aware Models for Conversational AI☆516Updated 9 months ago
- NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day☆256Updated 2 years ago
- A curated list of awesome instruction tuning datasets, models, papers and repositories.☆343Updated 2 years ago
- Manage scalable open LLM inference endpoints in Slurm clusters☆276Updated last year
- A bagel, with everything.☆324Updated last year
- [ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning☆660Updated last year
- DSIR large-scale data selection framework for language model training☆265Updated last year
- [EMNLP 2023] The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning☆248Updated 2 years ago
- YaRN: Efficient Context Window Extension of Large Language Models☆1,637Updated last year
- Pre-training code for Amber 7B LLM☆169Updated last year
- A set of scripts and notebooks on LLM finetunning and dataset creation☆111Updated last year