wangqinsi1 / CoreInferLinks
This is the official Python version of CoreInfer: Accelerating Large Language Model Inference with Semantics-Inspired Adaptive Sparse Activation.
☆17Updated last year
Alternatives and similar repositories for CoreInfer
Users that are interested in CoreInfer are comparing it to the libraries listed below
Sorting:
- The Official Implementation of Ada-KV [NeurIPS 2025]☆122Updated last month
- ☆64Updated last year
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**☆214Updated 10 months ago
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆47Updated last year
- PoC for "SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning" [NeurIPS '25]☆61Updated 3 months ago
- Official implementation for Yuan & Liu & Zhong et al., KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark o…☆88Updated 10 months ago
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆144Updated 2 weeks ago
- [ACL 2025 main] FR-Spec: Frequency-Ranked Speculative Sampling☆49Updated 5 months ago
- official code for GliDe with a CaPE☆20Updated last year
- ☆298Updated 6 months ago
- [ICLR 2025🔥] D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models☆25Updated 6 months ago
- ☆49Updated last year
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆43Updated last year
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆151Updated 10 months ago
- ☆53Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆362Updated 6 months ago
- ☆49Updated 7 months ago
- Official Implementation of "Learning Harmonized Representations for Speculative Sampling" (HASS)☆52Updated 9 months ago
- ☆23Updated last year
- ☆33Updated 9 months ago
- Multi-Candidate Speculative Decoding☆39Updated last year
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆160Updated 2 months ago
- Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.☆405Updated 10 months ago
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆39Updated 10 months ago
- ☆59Updated last year
- Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)☆350Updated 8 months ago
- 16-fold memory access reduction with nearly no loss☆109Updated 9 months ago
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆93Updated 2 years ago
- This repository serves as a comprehensive survey of LLM development, featuring numerous research papers along with their corresponding co…☆261Updated last month
- [NeurIPS'25 Spotlight] Adaptive Attention Sparsity with Hierarchical Top-p Pruning☆81Updated last month