[NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333
☆1,179Jan 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 ".☆130Jul 6, 2025Updated last year
- LOMO: LOw-Memory Optimization☆993Jul 2, 2024Updated 2 years ago
- The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”☆1,000Jan 30, 2024Updated 2 years ago
- [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
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆643Mar 4, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- QLoRA: Efficient Finetuning of Quantized LLMs☆11,046Jun 10, 2024Updated 2 years ago
- A simple and effective LLM pruning approach.☆881Aug 9, 2024Updated 2 years ago
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆1,707Oct 28, 2024Updated last year
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,913Mar 14, 2024Updated 2 years ago
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆476Apr 21, 2024Updated 2 years ago
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,776Aug 4, 2024Updated 2 years ago
- TART: A plug-and-play Transformer module for task-agnostic reasoning☆201Jun 22, 2023Updated 3 years ago
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,274Jul 11, 2024Updated 2 years ago
- CodeTF: One-stop Transformer Library for State-of-the-art Code LLM☆1,476May 1, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Foundation Architecture for (M)LLMs☆3,143Apr 11, 2024Updated 2 years ago
- 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
- ☆1,066May 29, 2023Updated 3 years ago
- ☆47Oct 11, 2023Updated 3 years ago
- LLM training code for Databricks foundation models☆4,457Mar 25, 2026Updated 6 months ago
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆669Jul 22, 2024Updated 2 years ago
- RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…☆14,750Sep 28, 2026Updated 2 weeks ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,650Jul 17, 2025Updated last year
- Salesforce open-source LLMs with 8k sequence length.☆728Jun 2, 2026Updated 4 months ago
- 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.
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,482Sep 15, 2026Updated last month
- ☆27Feb 22, 2024Updated 2 years ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,775Jun 25, 2024Updated 2 years ago
- Running large language models on a single GPU for throughput-oriented scenarios.☆9,346Oct 28, 2024Updated last year
- Official implementation of our NeurIPS 2023 paper "Augmenting Language Models with Long-Term Memory".☆829Mar 30, 2024Updated 2 years ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,796Updated this week
- Tools for merging pretrained large language models.☆7,401Sep 12, 2026Updated last month
- Second-Order Fine-Tuning without Pain for LLMs: a Hessian Informed Zeroth-Order Optimizer☆28Feb 11, 2025Updated last year
- Accessible large language models via k-bit quantization for PyTorch.☆8,526Sep 7, 2026Updated last month
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆155Apr 7, 2025Updated last year
- 800,000 step-level correctness labels on LLM solutions to MATH problems☆2,154Jun 1, 2023Updated 3 years ago
- YaRN: Efficient Context Window Extension of Large Language Models☆1,798Apr 17, 2024Updated 2 years ago
- AllenAI's post-training codebase☆3,901Updated this week
- Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".☆278Nov 3, 2023Updated 2 years ago
- Scaling Data-Constrained Language Models☆348Jun 28, 2025Updated last year
- Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)☆2,688Aug 14, 2024Updated 2 years ago