Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)
☆412Apr 22, 2025Updated last year
Alternatives and similar repositories for Spec-Bench
Users that are interested in Spec-Bench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆1,297Jun 27, 2026Updated 2 months ago
- Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3 (NeurIPS'25).☆2,535Feb 20, 2026Updated 7 months ago
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆54May 12, 2026Updated 4 months ago
- [ACL2025 Oral🔥]Turning Trash into Treasure: Accelerating Inference of Large Language Models with Token Recycling☆30Nov 11, 2025Updated 10 months ago
- Train speculative decoding models effortlessly and port them smoothly to SGLang serving.☆1,178Updated this week
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Draft-Target Disaggregation LLM Serving System via Parallel Speculative Decoding.☆221Mar 18, 2026Updated 6 months ago
- Fast inference from large lauguage models via speculative decoding☆926Aug 22, 2024Updated 2 years ago
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration☆70Feb 21, 2025Updated last year
- [ACL 2026 (Main)] LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification☆86Jul 14, 2025Updated last year
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆172Dec 23, 2025Updated 8 months ago
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**☆230Feb 13, 2025Updated last year
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆74Jun 26, 2024Updated 2 years ago
- REST: Retrieval-Based Speculative Decoding, NAACL 2024☆220Mar 5, 2026Updated 6 months ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,773Jun 25, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,343Mar 6, 2025Updated last year
- Official Implementation of "Learning Harmonized Representations for Speculative Sampling" (HASS)☆56Mar 14, 2025Updated last year
- Multi-Candidate Speculative Decoding☆41Apr 22, 2024Updated 2 years ago
- ☆55Feb 19, 2024Updated 2 years ago
- [ACL 2025 main] FR-Spec: Frequency-Ranked Speculative Sampling☆56Jul 15, 2025Updated last year
- MMSpec: Benchmarking Speculative Decoding for Vision-Language Models☆46Jul 2, 2026Updated 2 months ago
- ☆69Nov 4, 2024Updated last year
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆281Aug 31, 2024Updated 2 years ago
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆117Mar 20, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆158Dec 4, 2024Updated last year
- A unified library for building, evaluating, and storing speculative decoding algorithms for LLM inference in vLLM☆843Updated this week
- scalable and robust tree-based speculative decoding algorithm☆376Jan 28, 2025Updated last year
- Explorations into some recent techniques surrounding speculative decoding☆308Dec 22, 2024Updated last year
- PARD: Accelerating LLM Inference with Low-Cost PARallel Draft Model Adaptation (ICLR 26)☆35Jun 10, 2026Updated 3 months ago
- ArcticInference: vLLM plugin for high-throughput, low-latency inference☆485Updated this week
- Simple speculative decoding technique, integrated in vLLM and transformers☆616Aug 23, 2024Updated 2 years ago
- [ACL 2026] Enabling Efficient Reasoning in LLMs via Black-box Persuasive Prompting☆23Jan 9, 2026Updated 8 months ago
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,229Sep 10, 2026Updated last week
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- [NeurIPS 2025] Official PyTorch implementation for the paper AutoJudge: Judge Decoding Without Manual Annotation☆21Dec 22, 2025Updated 8 months ago
- ☆69Dec 3, 2024Updated last year
- [EMNLP2026 Main] Official implementation of “Domino: Decoupling Causal Modeling from Autoregressive Drafting in Speculative Decoding”.☆138Jul 25, 2026Updated last month
- ☆360Apr 2, 2024Updated 2 years ago
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆540Feb 10, 2025Updated last year
- Codes for our paper "Enhancing Continual Relation Extraction via Classifier Decomposition" (Findings of ACL2023)☆10Nov 29, 2023Updated 2 years ago
- FlashInfer: Kernel Library for LLM Serving☆6,452Updated this week