LOMO: LOw-Memory Optimization
☆994Jul 2, 2024Updated 2 years ago
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☆10,959Jun 10, 2024Updated 2 years ago
- LongLLaMA is a large language model capable of handling long contexts. It is based on OpenLLaMA and fine-tuned with the Focused Transform…☆1,466Nov 7, 2023Updated 2 years ago
- [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333☆1,168Jan 11, 2024Updated 2 years ago
- Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)☆2,689Aug 14, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Full finetuning of large language models without large memory requirements☆92Sep 22, 2025Updated 9 months ago
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,916Mar 14, 2024Updated 2 years ago
- Instruction Tuning with GPT-4☆4,331Jun 11, 2023Updated 3 years ago
- An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.☆8,485May 22, 2026Updated last month
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,479Jun 7, 2025Updated last year
- We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tunin…☆2,791Dec 12, 2023Updated 2 years ago
- 🩹Editing large language models within 10 seconds⚡☆1,368Aug 13, 2023Updated 2 years ago
- Accessible large language models via k-bit quantization for PyTorch.☆8,333Updated this week
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,757Jun 25, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A simple and effective LLM pruning approach.☆868Aug 9, 2024Updated last year
- [NIPS2023] RRHF & Wombat☆806Sep 22, 2023Updated 2 years ago
- A large-scale 7B pretraining language model developed by BaiChuan-Inc.☆5,652Jul 18, 2024Updated 2 years ago
- OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset☆7,530Jul 16, 2023Updated 3 years ago
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆1,700Oct 28, 2024Updated last year
- Aligning pretrained language models with instruction data generated by themselves.☆4,606Mar 27, 2023Updated 3 years ago
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆722Aug 13, 2024Updated last year
- Train transformer language models with reinforcement learning.☆18,878Updated this week
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,591Jul 17, 2025Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,777Aug 4, 2024Updated last year
- FlagAI (Fast LArge-scale General AI models) is a fast, easy-to-use and extensible toolkit for large-scale model.☆3,868Jul 13, 2026Updated last week
- ⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡☆2,941Nov 26, 2023Updated 2 years ago
- CodeTF: One-stop Transformer Library for State-of-the-art Code LLM☆1,479May 1, 2025Updated last year
- 4 bits quantization of LLaMA using GPTQ☆3,071Jul 13, 2024Updated 2 years ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,415Updated this week
- LLM training code for Databricks foundation models☆4,429Mar 25, 2026Updated 3 months ago
- Fast and memory-efficient exact attention☆24,489Updated this week
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,248Jul 11, 2024Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Instruct-tune LLaMA on consumer hardware☆18,910Jul 29, 2024Updated last year
- Open Academic Research on Improving LLaMA to SOTA LLM☆1,605Aug 30, 2023Updated 2 years ago
- BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）☆8,273Oct 16, 2024Updated last year
- TigerBot: A multi-language multi-task LLM☆2,259Dec 28, 2024Updated last year
- Tools for merging pretrained large language models.☆7,243Jun 17, 2026Updated last month
- [ACL'24 Outstanding] Data and code for L-Eval, a comprehensive long context language models evaluation benchmark☆406Jul 9, 2024Updated 2 years ago
- Example models using DeepSpeed☆6,831Updated this week