jiaweizzhao / GaLoreLinks
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
☆1,637Updated last year
Alternatives and similar repositories for GaLore
Users that are interested in GaLore are comparing it to the libraries listed below
Sorting:
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,650Updated last year
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,312Updated 10 months ago
- YaRN: Efficient Context Window Extension of Large Language Models☆1,654Updated last year
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,410Updated 5 months ago
- The official implementation of Self-Play Fine-Tuning (SPIN)☆1,230Updated last year
- Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI☆1,407Updated last year
- Minimalistic large language model 3D-parallelism training☆2,407Updated last month
- Training LLMs with QLoRA + FSDP☆1,537Updated last year
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆751Updated last year
- Reaching LLaMA2 Performance with 0.1M Dollars☆988Updated last year
- A simple and effective LLM pruning approach.☆836Updated last year
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆635Updated last year
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,300Updated 8 months ago
- [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333☆1,138Updated 2 years ago
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,885Updated last year
- [ICLR 2025] Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling☆936Updated last month
- Stanford NLP Python library for Representation Finetuning (ReFT)☆1,551Updated this week
- DataComp for Language Models☆1,404Updated 4 months ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,685Updated last year
- Official implementation of Half-Quadratic Quantization (HQQ)☆905Updated 3 weeks ago
- Codebase for Merging Language Models (ICML 2024)☆863Updated last year
- [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baich…☆1,096Updated last year
- [ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation☆912Updated last year
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆2,242Updated last year
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,171Updated 3 months ago
- Mamba-Chat: A chat LLM based on the state-space model architecture 🐍☆940Updated last year
- [ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning☆664Updated last year
- Scalable toolkit for efficient model alignment☆848Updated 3 months ago
- [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward☆937Updated 10 months ago
- Official repository of Evolutionary Optimization of Model Merging Recipes☆1,394Updated last year