microsoft / SambaLinks
[ICLR 2025] Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling
☆876Updated last month
Alternatives and similar repositories for Samba
Users that are interested in Samba are comparing it to the libraries listed below
Sorting:
- [ICLR2025 Spotlight🔥] Official Implementation of TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters☆559Updated 3 months ago
- Minimalistic large language model 3D-parallelism training☆1,898Updated this week
- Muon optimizer: +>30% sample efficiency with <3% wallclock overhead☆661Updated this week
- Open weights language model from Google DeepMind, based on Griffin.☆639Updated last week
- Mamba-Chat: A chat LLM based on the state-space model architecture 🐍☆922Updated last year
- Code for BLT research paper☆1,664Updated last week
- A repository for research on medium sized language models.☆495Updated 3 weeks ago
- Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch☆513Updated 2 weeks ago
- Pretraining code for a large-scale depth-recurrent language model☆770Updated this week
- Recipes to scale inference-time compute of open models☆1,087Updated last week
- Annotated version of the Mamba paper☆482Updated last year
- Memory layers use a trainable key-value lookup mechanism to add extra parameters to a model without increasing FLOPs. Conceptually, spars…☆333Updated 5 months ago
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,534Updated last year
- Official implementation of Half-Quadratic Quantization (HQQ)☆814Updated last week
- Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"☆550Updated 5 months ago
- Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends☆1,563Updated last week
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆725Updated 8 months ago
- A bibliography and survey of the papers surrounding o1☆1,193Updated 6 months ago
- A family of compressed models obtained via pruning and knowledge distillation☆341Updated 6 months ago
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆1,560Updated 7 months ago
- ☆1,024Updated 5 months ago
- System 2 Reasoning Link Collection☆834Updated 2 months ago
- Large Context Attention☆711Updated 4 months ago
- ☆517Updated 6 months ago
- A Self-adaptation Framework🐙 that adapts LLMs for unseen tasks in real-time!☆1,066Updated 4 months ago
- Minimalistic 4D-parallelism distributed training framework for education purpose☆1,505Updated 2 months ago
- Train Models Contrastively in Pytorch☆713Updated 2 months ago
- Code for Quiet-STaR☆732Updated 9 months ago
- Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI☆1,384Updated last year
- YaRN: Efficient Context Window Extension of Large Language Models☆1,489Updated last year