[NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333
☆1,184Jan 11, 2024Updated 2 years ago
Alternatives and similar repositories for MeZO
Users that are interested in MeZO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICML‘24] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".☆131Jul 6, 2025Updated last year
- [ICLR'24] "DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training" by Aochuan Chen*, Yimeng Zhang*, Jinghan Jia, James Di…☆76Oct 9, 2024Updated 2 years ago
- LOMO: LOw-Memory Optimization☆992Jul 2, 2024Updated 2 years ago
- The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”☆1,002Jan 30, 2024Updated 2 years ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆11,065Jun 10, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆643Mar 4, 2024Updated 2 years ago
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆1,712Oct 28, 2024Updated 2 years ago
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,912Mar 14, 2024Updated 2 years ago
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆477Apr 21, 2024Updated 2 years ago
- TART: A plug-and-play Transformer module for task-agnostic reasoning☆202Jun 22, 2023Updated 3 years ago
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,774Aug 4, 2024Updated 2 years ago
- A simple and effective LLM pruning approach.☆880Aug 9, 2024Updated 2 years ago
- Second-Order Fine-Tuning without Pain for LLMs: a Hessian Informed Zeroth-Order Optimizer☆28Feb 11, 2025Updated last year
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,276Jul 11, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆669Jul 22, 2024Updated 2 years ago
- Foundation Architecture for (M)LLMs☆3,142Apr 11, 2024Updated 2 years ago
- Official implementation of our NeurIPS 2023 paper "Augmenting Language Models with Long-Term Memory".☆830Mar 30, 2024Updated 2 years ago
- ☆1,068May 29, 2023Updated 3 years ago
- Salesforce open-source LLMs with 8k sequence length.☆727Jun 2, 2026Updated 5 months ago
- CodeTF: One-stop Transformer Library for State-of-the-art Code LLM☆1,476May 1, 2025Updated last year
- OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset☆7,518Jul 16, 2023Updated 3 years ago
- ☆22Dec 5, 2024Updated last year
- RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…☆14,771Updated this week
- 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.
- Running large language models on a single GPU for throughput-oriented scenarios.☆9,340Oct 28, 2024Updated 2 years ago
- ☆207Dec 5, 2024Updated last year
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,873Updated this week
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,663Jul 17, 2025Updated last year
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,774Jun 25, 2024Updated 2 years ago
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,484Sep 15, 2026Updated last month
- LLM training code for Databricks foundation models☆4,462Mar 25, 2026Updated 7 months ago
- ☆47Oct 11, 2023Updated 3 years ago
- ☆27Feb 22, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- AllenAI's post-training codebase☆3,924Updated this week
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,756Jan 8, 2024Updated 2 years ago
- An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.☆8,484Aug 10, 2026Updated 2 months ago
- Accessible large language models via k-bit quantization for PyTorch.☆8,537Updated this week
- Scaling Data-Constrained Language Models☆352Jun 28, 2025Updated last year
- YaRN: Efficient Context Window Extension of Large Language Models☆1,810Apr 17, 2024Updated 2 years ago
- Tools for merging pretrained large language models.☆7,436Oct 31, 2026Updated last week