LOMO: LOw-Memory Optimization
☆988Jul 2, 2024Updated last year
Alternatives and similar repositories for LOMO
Users that are interested in LOMO are comparing it to the libraries listed below
Sorting:
- Collaborative Training of Large Language Models in an Efficient Way☆419Aug 28, 2024Updated last year
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,843Jun 10, 2024Updated last year
- LongLLaMA is a large language model capable of handling long contexts. It is based on OpenLLaMA and fine-tuned with the Focused Transform…☆1,463Nov 7, 2023Updated 2 years ago
- Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)☆2,693Aug 14, 2024Updated last year
- [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333☆1,149Jan 11, 2024Updated 2 years ago
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,936Mar 14, 2024Updated last year
- An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.☆8,494Feb 15, 2026Updated 2 weeks ago
- 🩹Editing large language models within 10 seconds⚡☆1,360Aug 13, 2023Updated 2 years ago
- Instruction Tuning with GPT-4☆4,342Jun 11, 2023Updated 2 years ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,708Jun 25, 2024Updated last year
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆713Aug 13, 2024Updated last year
- CodeTF: One-stop Transformer Library for State-of-the-art Code LLM☆1,481May 1, 2025Updated 10 months ago
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,477Jun 7, 2025Updated 8 months ago
- [NIPS2023] RRHF & Wombat☆809Sep 22, 2023Updated 2 years ago
- We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tunin…☆2,798Dec 12, 2023Updated 2 years ago
- Official implementation of our NeurIPS 2023 paper "Augmenting Language Models with Long-Term Memory".☆823Mar 30, 2024Updated last year
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,441Jul 17, 2025Updated 7 months ago
- Full finetuning of large language models without large memory requirements☆94Sep 22, 2025Updated 5 months ago
- A simple and effective LLM pruning approach.☆849Aug 9, 2024Updated last year
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,766Aug 4, 2024Updated last year
- FlagAI (Fast LArge-scale General AI models) is a fast, easy-to-use and extensible toolkit for large-scale model.☆3,881Nov 11, 2025Updated 3 months ago
- Accessible large language models via k-bit quantization for PyTorch.☆7,997Updated this week
- ⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡☆2,949Nov 26, 2023Updated 2 years ago
- Train transformer language models with reinforcement learning.☆17,460Updated this week
- OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset☆7,533Jul 16, 2023Updated 2 years ago
- 4 bits quantization of LLaMA using GPTQ☆3,074Jul 13, 2024Updated last year
- Fast and memory-efficient exact attention☆22,361Updated this week
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,187Jul 11, 2024Updated last year
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆1,677Oct 28, 2024Updated last year
- Tools for merging pretrained large language models.☆6,814Jan 26, 2026Updated last month
- A large-scale 7B pretraining language model developed by BaiChuan-Inc.☆5,683Jul 18, 2024Updated last year
- Aligning pretrained language models with instruction data generated by themselves.☆4,580Mar 27, 2023Updated 2 years ago
- Open Academic Research on Improving LLaMA to SOTA LLM☆1,611Aug 30, 2023Updated 2 years ago
- Salesforce open-source LLMs with 8k sequence length.☆725Jan 31, 2025Updated last year
- TigerBot: A multi-language multi-task LLM☆2,263Dec 28, 2024Updated last year
- ☆553Feb 8, 2026Updated 3 weeks ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆20,678Updated this week
- The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”☆981Jan 30, 2024Updated 2 years ago
- ☆902Jun 7, 2023Updated 2 years ago