jiaweizzhao / GaLoreLinks
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
☆1,639Updated 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☆1,655Updated last year
- 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
- [ICLR 2025] Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling☆941Updated 2 months ago
- Training LLMs with QLoRA + FSDP☆1,536Updated last year
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,315Updated 10 months ago
- Minimalistic large language model 3D-parallelism training☆2,497Updated last month
- YaRN: Efficient Context Window Extension of Large Language Models☆1,664Updated last year
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆639Updated last year
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,697Updated last year
- [ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation☆927Updated last year
- Reaching LLaMA2 Performance with 0.1M Dollars☆986Updated last year
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆750Updated last year
- Codebase for Merging Language Models (ICML 2024)☆863Updated last year
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,896Updated 2 years ago
- Stanford NLP Python library for Representation Finetuning (ReFT)☆1,556Updated 2 weeks ago
- A simple and effective LLM pruning approach.☆846Updated last year
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,309Updated 8 months ago
- AllenAI's post-training codebase☆3,551Updated this week
- [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward☆943Updated 11 months ago
- [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333☆1,140Updated 2 years ago
- [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baich…☆1,105Updated last year
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,424Updated 6 months ago
- [ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning☆667Updated last year
- Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'☆1,638Updated last month
- Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".☆865Updated last year
- Recipes to scale inference-time compute of open models☆1,124Updated 8 months ago
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆899Updated 4 months ago
- Official repository of Evolutionary Optimization of Model Merging Recipes☆1,395Updated last year
- Official Pytorch repository for Extreme Compression of Large Language Models via Additive Quantization https://arxiv.org/pdf/2401.06118.p…☆1,313Updated 5 months ago