microsoft / SambaLinks
[ICLR 2025] Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling
☆917Updated 6 months ago
Alternatives and similar repositories for Samba
Users that are interested in Samba are comparing it to the libraries listed below
Sorting:
- Pretraining and inference code for a large-scale depth-recurrent language model☆838Updated 2 weeks ago
- Mamba-Chat: A chat LLM based on the state-space model architecture 🐍☆933Updated last year
- [ICLR2025 Spotlight🔥] Official Implementation of TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters☆576Updated 8 months ago
- Official implementation of Half-Quadratic Quantization (HQQ)☆884Updated last week
- OLMoE: Open Mixture-of-Experts Language Models☆888Updated last month
- Minimalistic large language model 3D-parallelism training☆2,274Updated last month
- PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention…☆292Updated last year
- Code for BLT research paper☆1,999Updated 5 months ago
- Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"☆560Updated 10 months ago
- Stanford NLP Python library for Representation Finetuning (ReFT)☆1,518Updated 8 months ago
- An Open Source Toolkit For LLM Distillation☆744Updated 3 months ago
- Recipes to scale inference-time compute of open models☆1,114Updated 5 months ago
- Memory layers use a trainable key-value lookup mechanism to add extra parameters to a model without increasing FLOPs. Conceptually, spars…☆347Updated 10 months ago
- Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024☆344Updated 5 months ago
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆1,612Updated last year
- Open weights language model from Google DeepMind, based on Griffin.☆653Updated 4 months ago
- A family of compressed models obtained via pruning and knowledge distillation☆354Updated 11 months ago
- A repository for research on medium sized language models.☆515Updated 4 months ago
- Training Large Language Model to Reason in a Continuous Latent Space☆1,313Updated 2 months ago
- Train Models Contrastively in Pytorch☆753Updated 7 months ago
- SONAR, a new multilingual and multimodal fixed-size sentence embedding space, with a full suite of speech and text encoders and decoders.☆828Updated 3 weeks ago
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,620Updated last year
- Official repository for ORPO☆464Updated last year
- A Self-adaptation Framework🐙 that adapts LLMs for unseen tasks in real-time!☆1,159Updated 9 months ago
- Deep learning for dummies. All the practical details and useful utilities that go into working with real models.☆820Updated 3 months ago
- ☆546Updated 11 months ago
- ☆201Updated 10 months ago
- ☆1,035Updated 10 months ago
- Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch☆542Updated 5 months ago
- Code for Adam-mini: Use Fewer Learning Rates To Gain More https://arxiv.org/abs/2406.16793☆440Updated 5 months ago