A unified library for building, evaluating, and storing speculative decoding algorithms for LLM inference in vLLM
☆854Sep 27, 2026Updated this week
Alternatives and similar repositories for speculators
Users that are interested in speculators are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Train speculative decoding models effortlessly and port them smoothly to SGLang serving.☆1,194Updated this week
- State-of-the-art LLM compression, built for production inference with vLLM☆3,824Updated this week
- A safetensors extension to efficiently store sparse quantized tensors on disk☆327Updated this week
- ArcticInference: vLLM plugin for high-throughput, low-latency inference☆486Updated this week
- A PyTorch native library for training speculative decoding models☆250Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A simple GPU reservation tool for single host shared development systems☆31Aug 24, 2026Updated last month
- Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3 (NeurIPS'25).☆2,542Feb 20, 2026Updated 7 months ago
- Evaluate and Enhance Your LLM Deployments for Real-World Inference Needs☆1,650Updated this week
- Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)☆414Apr 22, 2025Updated last year
- A high-performance and light-weight router for vLLM large scale deployment☆438Updated this week
- DFlash: Block Diffusion for Flash Speculative Decoding☆6,123Aug 18, 2026Updated last month
- Common recipes to run vLLM☆1,029Updated this week
- Draft-Target Disaggregation LLM Serving System via Parallel Speculative Decoding.☆221Mar 18, 2026Updated 6 months ago
- FlashInfer: Kernel Library for LLM Serving☆6,510Updated this week
- 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.
- ☆397Apr 16, 2026Updated 5 months ago
- Achieve state of the art inference performance with modern accelerators on Kubernetes☆4,660Updated this week
- DeepSpec: a full-stack codebase for training and evaluating speculative decoding algorithms☆7,167Jul 9, 2026Updated 2 months ago
- LMCache: Supercharge Your LLM with the Fastest KV Cache Layer☆11,922Updated this week
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆1,298Jun 27, 2026Updated 3 months ago
- A unified library of SOTA model optimization techniques like quantization, distillation, pruning, neural architecture search, speculative…☆4,917Updated this week
- TokenSpeed is a speed-of-light LLM inference engine.☆2,180Updated this week
- PARD: Accelerating LLM Inference with Low-Cost PARallel Draft Model Adaptation (ICLR 26)☆35Jun 10, 2026Updated 3 months ago
- A framework for efficient model inference with omni-modality models☆7,084Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆6,668Updated this week
- SGLang is a high-performance serving framework for large language models and multimodal models.☆36,481Updated this week
- [ACL 2025 main] FR-Spec: Frequency-Ranked Speculative Sampling☆56Jul 15, 2025Updated last year
- [EMNLP2026 Main] Official implementation of “Domino: Decoupling Causal Modeling from Autoregressive Drafting in Speculative Decoding”.☆138Jul 25, 2026Updated 2 months ago
- Materials for learning SGLang☆894Jan 5, 2026Updated 8 months ago
- NVIDIA Inference Xfer Library (NIXL)☆1,276Updated this week
- An LLM post-training framework with vLLM for RL Scaling☆475Updated this week
- Tile-Based Runtime for Ultra-Low-Latency LLM Inference☆1,813Updated this week
- slime is an LLM post-training framework for RL Scaling.☆8,547Updated this week
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A compact implementation of SGLang, designed to demystify the complexities of modern LLM serving systems.☆5,182May 17, 2026Updated 4 months ago
- Nano vLLM☆15,636Apr 26, 2026Updated 5 months ago
- vLLM’s reference system for K8S-native cluster-wide deployment with community-driven performance optimization☆2,640Updated this week
- Open Source Continuous Inference Benchmark Research Platform — Kimi K3 2.8T, MiniMax M3, DeepSeekv4, GLM5 - GB200 NVL72 vs MI355X vs B200…☆1,766Updated this week
- Evalution: evolve your LLMs with better evals.☆16Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆267Dec 4, 2025Updated 9 months ago
- Code for the paper *Attention Drift: What Speculative Decoding Models Learn*.☆28May 12, 2026Updated 4 months ago