henryzhongsc / longctx_benchLinks
Official implementation for Yuan & Liu & Zhong et al., KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches. EMNLP Findings 2024
☆82Updated 5 months ago
Alternatives and similar repositories for longctx_bench
Users that are interested in longctx_bench are comparing it to the libraries listed below
Sorting:
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆132Updated 6 months ago
- ☆273Updated last month
- The Official Implementation of Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference☆89Updated 2 months ago
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆47Updated 2 weeks ago
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆107Updated 4 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆323Updated last month
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆165Updated last year
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆315Updated 7 months ago
- ☆45Updated 9 months ago
- ☆139Updated 6 months ago
- ☆56Updated 8 months ago
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆42Updated last year
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆59Updated last year
- 16-fold memory access reduction with nearly no loss☆104Updated 5 months ago
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆109Updated 5 months ago
- [ACL 2025 main] FR-Spec: Frequency-Ranked Speculative Sampling☆40Updated last month
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**☆201Updated 6 months ago
- SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs☆147Updated 2 weeks ago
- [ICLR2025 Spotlight] MagicPIG: LSH Sampling for Efficient LLM Generation☆231Updated 8 months ago
- Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)☆306Updated 4 months ago
- ☆41Updated 3 months ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆133Updated 3 months ago
- Multi-Candidate Speculative Decoding☆36Updated last year
- Explorations into some recent techniques surrounding speculative decoding☆282Updated 8 months ago
- PoC for "SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning" [arXiv '25]☆48Updated last month
- ☆54Updated last year
- The official implementation of the paper "Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques (TMLR)".☆73Updated 5 months ago
- SQUEEZED ATTENTION: Accelerating Long Prompt LLM Inference☆51Updated 9 months ago
- Official Implementation of "Learning Harmonized Representations for Speculative Sampling" (HASS)☆45Updated 5 months ago
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆62Updated 10 months ago