nanomaoli / llm_reproducibilityLinks
☆27Updated 2 weeks ago
Alternatives and similar repositories for llm_reproducibility
Users that are interested in llm_reproducibility are comparing it to the libraries listed below
Sorting:
- An efficient implementation of the NSA (Native Sparse Attention) kernel☆110Updated last month
- ☆79Updated 5 months ago
- The evaluation framework for training-free sparse attention in LLMs☆88Updated last month
- ☆54Updated last month
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆48Updated 9 months ago
- Kinetics: Rethinking Test-Time Scaling Laws☆70Updated last month
- Fast and memory-efficient exact attention☆69Updated 5 months ago
- Flash-Muon: An Efficient Implementation of Muon Optimizer☆152Updated last month
- [ICLR 2024 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆90Updated last month
- Cold Compress is a hackable, lightweight, and open-source toolkit for creating and benchmarking cache compression methods built on top of…☆141Updated last year
- ☆123Updated 2 months ago
- ☆83Updated 2 weeks ago
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆42Updated last year
- The official implementation of the paper "Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques (TMLR)".☆72Updated 4 months ago
- The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.☆83Updated 3 weeks ago
- ☆114Updated 2 months ago
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models" [AISTATS …☆61Updated 10 months ago
- ☆29Updated 6 months ago
- LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification☆61Updated last month
- Accelerate LLM preference tuning via prefix sharing with a single line of code☆43Updated last month
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆30Updated 6 months ago
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆74Updated 9 months ago
- ☆51Updated 2 months ago
- 16-fold memory access reduction with nearly no loss☆104Updated 4 months ago
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆92Updated 3 weeks ago
- Stick-breaking attention☆59Updated last month
- ☆137Updated 5 months ago
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆38Updated 11 months ago
- [ICML 2025] SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity☆49Updated last month
- Beyond KV Caching: Shared Attention for Efficient LLMs☆19Updated last year