hemingkx / Spec-BenchLinks
Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)
☆324Updated 6 months ago
Alternatives and similar repositories for Spec-Bench
Users that are interested in Spec-Bench are comparing it to the libraries listed below
Sorting:
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆482Updated last year
- ☆284Updated 3 months ago
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**☆205Updated 8 months ago
- ☆343Updated last year
- Official Implementation of "Learning Harmonized Representations for Speculative Sampling" (HASS)☆47Updated 7 months ago
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆120Updated 6 months ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆329Updated last month
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆338Updated 3 months ago
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆566Updated 3 weeks ago
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆988Updated this week
- Train speculative decoding models effortlessly and port them smoothly to SGLang serving.☆439Updated this week
- Explorations into some recent techniques surrounding speculative decoding☆288Updated 10 months ago
- Awesome list for LLM pruning.☆267Updated 2 weeks ago
- Fast inference from large lauguage models via speculative decoding☆841Updated last year
- Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.☆379Updated 7 months ago
- REST: Retrieval-Based Speculative Decoding, NAACL 2024☆210Updated last month
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆60Updated last year
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆320Updated last year
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆143Updated 8 months ago
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆389Updated last year
- Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…☆567Updated last year
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆169Updated last year
- Awesome list for LLM quantization☆326Updated 2 weeks ago
- The Official Implementation of Ada-KV [NeurIPS 2025]☆106Updated last month
- SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs☆158Updated last month
- Official implementation for Yuan & Liu & Zhong et al., KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark o…☆86Updated 8 months ago
- [ACL 2025 main] FR-Spec: Frequency-Ranked Speculative Sampling☆45Updated 3 months ago
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆216Updated last year
- Multi-Candidate Speculative Decoding☆36Updated last year
- ☆46Updated 11 months ago