LOMO: LOw-Memory Optimization
☆991Jul 2, 2024Updated last year
Alternatives and similar repositories for LOMO
Users that are interested in LOMO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Collaborative Training of Large Language Models in an Efficient Way☆420Aug 28, 2024Updated last year
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,865Jun 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…☆1,464Nov 7, 2023Updated 2 years ago
- Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)☆2,694Aug 14, 2024Updated last year
- [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333☆1,158Jan 11, 2024Updated 2 years ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- Full finetuning of large language models without large memory requirements☆94Sep 22, 2025Updated 6 months ago
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,928Mar 14, 2024Updated 2 years ago
- Instruction Tuning with GPT-4☆4,335Jun 11, 2023Updated 2 years ago
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,477Jun 7, 2025Updated 10 months ago
- An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.☆8,489Mar 23, 2026Updated 2 weeks ago
- 🩹Editing large language models within 10 seconds⚡☆1,360Aug 13, 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…☆2,801Dec 12, 2023Updated 2 years ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,720Jun 25, 2024Updated last year
- [NIPS2023] RRHF & Wombat☆808Sep 22, 2023Updated 2 years ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- Accessible large language models via k-bit quantization for PyTorch.☆8,107Updated this week
- A simple and effective LLM pruning approach.☆860Aug 9, 2024Updated last year
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆1,683Oct 28, 2024Updated last year
- OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset☆7,536Jul 16, 2023Updated 2 years ago
- A large-scale 7B pretraining language model developed by BaiChuan-Inc.☆5,676Jul 18, 2024Updated last year
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆715Aug 13, 2024Updated last year
- Aligning pretrained language models with instruction data generated by themselves.☆4,588Mar 27, 2023Updated 3 years ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,488Jul 17, 2025Updated 8 months ago
- Train transformer language models with reinforcement learning.☆17,967Updated this week
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡☆2,952Nov 26, 2023Updated 2 years ago
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,770Aug 4, 2024Updated last year
- FlagAI (Fast LArge-scale General AI models) is a fast, easy-to-use and extensible toolkit for large-scale model.☆3,878Nov 11, 2025Updated 4 months ago
- Fast and memory-efficient exact attention☆23,185Updated this week
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆20,895Apr 2, 2026Updated last week
- 4 bits quantization of LLaMA using GPTQ☆3,071Jul 13, 2024Updated last year
- CodeTF: One-stop Transformer Library for State-of-the-art Code LLM☆1,480May 1, 2025Updated 11 months ago
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,208Jul 11, 2024Updated last year
- Instruct-tune LLaMA on consumer hardware☆18,954Jul 29, 2024Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Open Academic Research on Improving LLaMA to SOTA LLM☆1,610Aug 30, 2023Updated 2 years ago
- BELLE: Be Everyone's Large Language model Engine(开源中文对话大模型)☆8,289Oct 16, 2024Updated last year
- TigerBot: A multi-language multi-task LLM☆2,266Dec 28, 2024Updated last year
- Tools for merging pretrained large language models.☆6,945Mar 15, 2026Updated 3 weeks ago
- Salesforce open-source LLMs with 8k sequence length.☆726Jan 31, 2025Updated last year
- [ACL'24 Outstanding] Data and code for L-Eval, a comprehensive long context language models evaluation benchmark☆401Jul 9, 2024Updated last year
- Official implementation of our NeurIPS 2023 paper "Augmenting Language Models with Long-Term Memory".☆823Mar 30, 2024Updated 2 years ago