[ACL 2025 main] FR-Spec: Frequency-Ranked Speculative Sampling
☆56Jul 15, 2025Updated last year
Alternatives and similar repositories for FR-Spec
Users that are interested in FR-Spec are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official Implementation of "Learning Harmonized Representations for Speculative Sampling" (HASS)☆56Mar 14, 2025Updated last year
- ☆14Oct 3, 2024Updated 2 years ago
- ☆20Dec 24, 2024Updated last year
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆54May 12, 2026Updated 5 months ago
- Train speculative decoding models effortlessly and port them smoothly to SGLang serving.☆1,251Updated this week
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- More Tokens, Lower Precision: Towards the Optimal Token-Precision Trade-off in KV Cache Compression（EMNLP 2025）☆12Jan 15, 2025Updated last year
- Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)☆415Apr 22, 2025Updated last year
- Sequence-level 1F1B schedule for LLMs.☆37Aug 26, 2025Updated last year
- Sequence-level 1F1B schedule for LLMs.☆19Jun 4, 2024Updated 2 years ago
- ☆20May 27, 2025Updated last year
- Official implementation of "Learning To Draft: Adaptive Speculative Decoding with Reinforcement Learning" (ICLR 2026)☆24Mar 1, 2026Updated 7 months 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
- Simulator for SpecDecode Bench☆14Apr 1, 2026Updated 6 months ago
- 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.
- CPM.cu is a lightweight, high-performance CUDA implementation for LLMs, optimized for end-device inference and featuring cutting-edge tec…☆243Jan 14, 2026Updated 9 months ago
- ☆32May 24, 2025Updated last year
- ☆68May 19, 2025Updated last year
- Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3 (NeurIPS'25).☆2,564Feb 20, 2026Updated 8 months ago
- ☆42Mar 28, 2024Updated 2 years ago
- Repository for the COLM 2025 paper SpecDec++: Boosting Speculative Decoding via Adaptive Candidate Lengths☆19Jul 10, 2025Updated last year
- Official Implementation of APB (ACL 2025 main Oral) and Spava (ACL 2026 main).☆37Apr 6, 2026Updated 6 months ago
- This repository contains the codebase for the paper Route to Reason: Adaptive Routing for LLM and Reasoning Strategy Selection☆10Jun 30, 2025Updated last year
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆161Dec 4, 2024Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆69Dec 3, 2024Updated last year
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆117Mar 20, 2025Updated last year
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆173Dec 23, 2025Updated 10 months ago
- ☆69Nov 4, 2024Updated last year
- ☆14Nov 18, 2025Updated 11 months ago
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆1,304Jun 27, 2026Updated 4 months ago
- REST: Retrieval-Based Speculative Decoding, NAACL 2024☆220Mar 5, 2026Updated 7 months ago
- A unified library for building, evaluating, and storing speculative decoding algorithms for LLM inference in vLLM☆932Updated this week
- EMNLP 2025☆14Nov 28, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆56Oct 29, 2024Updated 2 years ago
- Fourier Controller Networks (FCNet) for Real-Time Decision-Making in Embodied Learning, ICML 2024☆33Jan 2, 2025Updated last year
- ☆15May 23, 2025Updated last year
- An innovative method expediting LLMs via streamlined semi-autoregressive generation and draft verification.☆29Apr 15, 2025Updated last year
- Draft-Target Disaggregation LLM Serving System via Parallel Speculative Decoding.☆224Mar 18, 2026Updated 7 months ago
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆162Aug 21, 2025Updated last year
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆280Aug 31, 2024Updated 2 years ago