microsoft / SambaLinks
[ICLR 2025] Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling
☆899Updated 3 months ago
Alternatives and similar repositories for Samba
Users that are interested in Samba are comparing it to the libraries listed below
Sorting:
- Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"☆555Updated 7 months ago
- PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention…☆290Updated last year
- Mamba-Chat: A chat LLM based on the state-space model architecture 🐍☆927Updated last year
- Code for BLT research paper☆1,760Updated 2 months ago
- Pretraining and inference code for a large-scale depth-recurrent language model☆806Updated 2 weeks ago
- Minimalistic large language model 3D-parallelism training☆2,068Updated 3 weeks ago
- OLMoE: Open Mixture-of-Experts Language Models☆823Updated 4 months ago
- Recipes to scale inference-time compute of open models☆1,110Updated 2 months ago
- Open weights language model from Google DeepMind, based on Griffin.☆645Updated last month
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆1,579Updated 9 months ago
- Official implementation of Half-Quadratic Quantization (HQQ)☆852Updated last week
- Memory layers use a trainable key-value lookup mechanism to add extra parameters to a model without increasing FLOPs. Conceptually, spars…☆342Updated 7 months ago
- A Self-adaptation Framework🐙 that adapts LLMs for unseen tasks in real-time!☆1,131Updated 6 months ago
- Reference implementation of Megalodon 7B model☆522Updated 2 months ago
- Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch☆532Updated 2 months ago
- Muon is an optimizer for hidden layers in neural networks☆1,390Updated 3 weeks ago
- ☆1,028Updated 7 months ago
- [ICLR2025 Spotlight🔥] Official Implementation of TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters☆567Updated 5 months ago
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆739Updated 10 months ago
- A repository for research on medium sized language models.☆505Updated last month
- Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024☆323Updated 2 months ago
- SONAR, a new multilingual and multimodal fixed-size sentence embedding space, with a full suite of speech and text encoders and decoders.☆792Updated this week
- The official implementation of Self-Play Fine-Tuning (SPIN)☆1,181Updated last year
- The repository for the code of the UltraFastBERT paper☆516Updated last year
- ☆525Updated 8 months ago
- An Open Source Toolkit For LLM Distillation☆698Updated 3 weeks ago
- ☆186Updated 7 months ago
- Annotated version of the Mamba paper☆487Updated last year
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,568Updated last year
- The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction☆388Updated last year