A unified library for building, evaluating, and storing speculative decoding algorithms for LLM inference in vLLM
☆888Oct 17, 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.☆1,225Updated this week
- State-of-the-art LLM compression, built for production inference with vLLM☆3,883Updated this week
- A safetensors extension to efficiently store sparse quantized tensors on disk☆330Updated this week
- A PyTorch native library for training speculative decoding models☆262Sep 29, 2026Updated 2 weeks ago
- ArcticInference: vLLM plugin for high-throughput, low-latency inference☆489Sep 23, 2026Updated 3 weeks ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A simple GPU reservation tool for single host shared development systems☆32Aug 24, 2026Updated last month
- Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3 (NeurIPS'25).☆2,554Feb 20, 2026Updated 7 months ago
- Evaluate and Enhance Your LLM Deployments for Real-World Inference Needs☆1,699Updated this week
- Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)☆415Apr 22, 2025Updated last year
- A high-performance and light-weight router for vLLM large scale deployment☆473Updated this week
- DFlash: Block Diffusion for Flash Speculative Decoding☆6,173Aug 18, 2026Updated last month
- Common recipes to run vLLM☆1,057Updated this week
- FlashInfer: Kernel Library for LLM Serving☆6,672Updated this week
- Draft-Target Disaggregation LLM Serving System via Parallel Speculative Decoding.☆223Mar 18, 2026Updated 7 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- DeepSpec: a full-stack codebase for training and evaluating speculative decoding algorithms☆7,222Jul 9, 2026Updated 3 months ago
- Achieve state of the art inference performance with modern accelerators on Kubernetes☆4,854Updated this week
- ☆397Apr 16, 2026Updated 6 months ago
- A unified library of SOTA model optimization techniques like quantization, distillation, pruning, neural architecture search, speculative…☆5,345Updated this week
- LMCache: Supercharge Your LLM with the Fastest KV Cache Layer☆12,105Updated this week
- TokenSpeed is a speed-of-light LLM inference engine.☆2,683Updated this week
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆1,299Jun 27, 2026Updated 3 months ago
- A framework for efficient model inference with omni-modality models☆7,221Updated this week
- [EMNLP2026 Main] Official implementation of “Domino: Decoupling Causal Modeling from Autoregressive Drafting in Speculative Decoding”.☆139Jul 25, 2026Updated 2 months ago
- 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.☆6,821Updated this week
- NVIDIA Inference Xfer Library (NIXL)☆1,313Updated this week
- SGLang is a high-performance serving framework for large language models and multimodal models.☆37,247Updated this week
- PARD: Accelerating LLM Inference with Low-Cost PARallel Draft Model Adaptation (ICLR 26)☆36Jun 10, 2026Updated 4 months ago
- An LLM post-training framework with vLLM for RL Scaling☆486Updated this week
- Materials for learning SGLang☆897Jan 5, 2026Updated 9 months ago
- [ACL 2025 main] FR-Spec: Frequency-Ranked Speculative Sampling☆56Jul 15, 2025Updated last year
- Tile-Based Runtime for Ultra-Low-Latency LLM Inference☆1,866Sep 24, 2026Updated 3 weeks ago
- slime is an LLM training framework for RL Scaling.☆8,677Updated 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.
- Humming is a high-performance, lightweight, and highly flexible JIT (Just-In-Time) compiled GEMM kernel library specifically designed for…☆258Updated this week
- A compact implementation of SGLang, designed to demystify the complexities of modern LLM serving systems.☆5,323May 17, 2026Updated 5 months ago
- Nano vLLM☆15,924Apr 26, 2026Updated 5 months ago
- A Datacenter Scale Distributed Inference Serving Framework☆8,319Updated this week
- Accelerating MoE with IO and Tile-aware Optimizations☆780Aug 29, 2026Updated last month
- Open Source AI Accelerator Research Platform Standard / 开源推理研究平台☆1,870Updated this week
- KV cache store for distributed LLM inference☆449Sep 16, 2026Updated last month