mutonix / pyramidinfer
☆38Updated 3 months ago
Alternatives and similar repositories for pyramidinfer:
Users that are interested in pyramidinfer are comparing it to the libraries listed below
- The Official Implementation of Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference☆67Updated last month
- [ICLR 2025] PEARL: parallel speculative decoding with adaptive draft length☆52Updated this week
- Official implementation for Yuan & Liu & Zhong et al., KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark o…☆67Updated 2 weeks ago
- Multi-Candidate Speculative Decoding☆34Updated 10 months ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆43Updated 4 months ago
- OPT-Tree: Speculative Decoding with Adaptive Draft Tree Structure☆22Updated 7 months ago
- ☆229Updated 10 months ago
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration☆40Updated 2 weeks ago
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆51Updated 8 months ago
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**☆171Updated last month
- ☆49Updated 10 months ago
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆47Updated 11 months ago
- Unofficial implementations of block/layer-wise pruning methods for LLMs.☆64Updated 10 months ago
- Source code for the paper "LongGenBench: Long-context Generation Benchmark"☆14Updated 5 months ago
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆56Updated 5 months ago
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆39Updated 4 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆157Updated 8 months ago
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆19Updated last month
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆85Updated 5 months ago
- Source code of paper ''KVSharer: Efficient Inference via Layer-Wise Dissimilar KV Cache Sharing''☆22Updated 4 months ago
- ☆44Updated 3 months ago
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆34Updated 6 months ago
- [ICLR 2024 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆74Updated 9 months ago
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆85Updated 3 weeks ago
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆33Updated 8 months ago