kuleshov-group / llmtools
Finetuning Large Language Models on One Consumer GPU in 2 Bits
☆722Updated 11 months ago
Alternatives and similar repositories for llmtools:
Users that are interested in llmtools are comparing it to the libraries listed below
- Tune any FALCON in 4-bit☆466Updated last year
- Customizable implementation of the self-instruct paper.☆1,043Updated last year
- ☆459Updated last year
- Extend existing LLMs way beyond the original training length with constant memory usage, without retraining☆692Updated last year
- [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333☆1,101Updated last year
- LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions☆821Updated last year
- ☆535Updated last year
- LOMO: LOw-Memory Optimization☆985Updated 9 months ago
- YaRN: Efficient Context Window Extension of Large Language Models☆1,470Updated last year
- Fine-tune mistral-7B on 3090s, a100s, h100s☆710Updated last year
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,242Updated last month
- Code for fine-tuning Platypus fam LLMs using LoRA☆629Updated last year
- distributed trainer for LLMs☆573Updated 11 months ago
- This repository contains code and tooling for the Abacus.AI LLM Context Expansion project. Also included are evaluation scripts and bench…☆586Updated last year
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆686Updated 8 months ago
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆2,093Updated last year
- ☆543Updated 4 months ago
- batched loras☆341Updated last year
- [ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the dive…☆935Updated 6 months ago
- Large Language Models for All, 🦙 Cult and More, Stay in touch !☆446Updated last year
- Official repository for LongChat and LongEval☆519Updated 11 months ago
- A simple and effective LLM pruning approach.☆738Updated 8 months ago
- Alpaca dataset from Stanford, cleaned and curated☆1,552Updated 2 years ago
- ☆529Updated 8 months ago
- ☆1,468Updated last year
- Public repo for the NeurIPS 2023 paper "Unlimiformer: Long-Range Transformers with Unlimited Length Input"☆1,060Updated last year
- 4 bits quantization of LLaMA using GPTQ☆3,052Updated 9 months ago
- A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)☆1,114Updated last year
- ☆412Updated last year
- A bagel, with everything.☆320Updated last year