microsoft / Samba
[ICLR 2025] Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling
☆860Updated 2 months ago
Alternatives and similar repositories for Samba:
Users that are interested in Samba are comparing it to the libraries listed below
- Minimalistic large language model 3D-parallelism training☆1,786Updated this week
- Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch☆510Updated 5 months ago
- System 2 Reasoning Link Collection☆825Updated last month
- Code for BLT research paper☆1,445Updated last week
- Code for Quiet-STaR☆730Updated 7 months ago
- Open weights language model from Google DeepMind, based on Griffin.☆634Updated last month
- Minimalistic 4D-parallelism distributed training framework for education purpose☆987Updated last month
- Annotated version of the Mamba paper☆481Updated last year
- Pretraining code for a large-scale depth-recurrent language model☆734Updated this week
- Recipes to scale inference-time compute of open models☆1,051Updated last month
- Training Large Language Model to Reason in a Continuous Latent Space☆1,051Updated 2 months ago
- OLMoE: Open Mixture-of-Experts Language Models☆713Updated last month
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆715Updated 6 months ago
- Official implementation of Half-Quadratic Quantization (HQQ)☆786Updated this week
- Memory layers use a trainable key-value lookup mechanism to add extra parameters to a model without increasing FLOPs. Conceptually, spars…☆314Updated 4 months ago
- ☆176Updated 4 months ago
- A Self-adaptation Framework🐙 that adapts LLMs for unseen tasks in real-time!☆1,037Updated 2 months ago
- Muon optimizer: +>30% sample efficiency with <3% wallclock overhead☆575Updated 3 weeks ago
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,508Updated last year
- ☆1,014Updated 4 months ago
- Helpful tools and examples for working with flex-attention☆720Updated last week
- [ICLR2025 Spotlight🔥] Official Implementation of TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters☆547Updated 2 months ago
- Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"☆549Updated 3 months ago
- PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention…☆288Updated 11 months ago
- Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI☆1,377Updated last year
- A repository for research on medium sized language models.☆493Updated this week
- Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends☆1,414Updated this week
- [ICML 2024] CLLMs: Consistency Large Language Models☆390Updated 5 months ago
- An Open Source Toolkit For LLM Distillation☆574Updated 3 months ago
- Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024☆284Updated this week