wdlctc / mini-s
☆50Updated 5 months ago
Alternatives and similar repositories for mini-s:
Users that are interested in mini-s are comparing it to the libraries listed below
- My Implementation of Q-Sparse: All Large Language Models can be Fully Sparsely-Activated☆31Updated 7 months ago
- ☆74Updated 7 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆111Updated 3 months ago
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆40Updated last year
- ☆87Updated 6 months ago
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models"☆59Updated 5 months ago
- ☆125Updated last year
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆148Updated 2 months ago
- This repo is based on https://github.com/jiaweizzhao/GaLore☆26Updated 6 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆71Updated 6 months ago
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆154Updated 9 months ago
- Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"☆97Updated 6 months ago
- ☆76Updated 2 months ago
- The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.☆59Updated 2 months ago
- A repository for research on medium sized language models.☆76Updated 10 months ago
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆150Updated 3 months ago
- Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters☆125Updated 3 months ago
- QuIP quantization☆52Updated last year
- ☆39Updated last month
- Cascade Speculative Drafting☆29Updated last year
- The official repo for "LLoCo: Learning Long Contexts Offline"☆116Updated 9 months ago
- Work in progress.☆50Updated 2 weeks ago
- Fast and memory-efficient exact attention☆67Updated 3 weeks ago
- ☆122Updated last month
- From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank Gradients. Ajay Jaiswal, Lu Yin, Zhenyu Zhang, Shiwei Liu,…☆44Updated 8 months ago
- EvaByte: Efficient Byte-level Language Models at Scale☆85Updated last week
- RWKV-7: Surpassing GPT☆82Updated 4 months ago
- Repo hosting codes and materials related to speeding LLMs' inference using token merging.☆35Updated 11 months ago
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆90Updated last week
- Efficient triton implementation of Native Sparse Attention.☆127Updated this week