Train speculative decoding models effortlessly and port them smoothly to SGLang serving.
☆701Feb 14, 2026Updated 2 weeks ago
Alternatives and similar repositories for SpecForge
Users that are interested in SpecForge are comparing it to the libraries listed below
Sorting:
- Genai-bench is a powerful benchmark tool designed for comprehensive token-level performance evaluation of large language model (LLM) serv…☆271Feb 20, 2026Updated last week
- Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3 (NeurIPS'25).☆2,201Feb 20, 2026Updated last week
- FlashInfer: Kernel Library for LLM Serving☆5,009Feb 23, 2026Updated last week
- Materials for learning SGLang☆753Jan 5, 2026Updated last month
- ☆65Apr 26, 2025Updated 10 months ago
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,190Sep 30, 2025Updated 5 months ago
- NVIDIA Inference Xfer Library (NIXL)☆898Updated this week
- Distributed Compiler based on Triton for Parallel Systems☆1,361Feb 13, 2026Updated 2 weeks ago
- slime is an LLM post-training framework for RL Scaling.☆4,381Updated this week
- Perplexity GPU Kernels☆567Nov 7, 2025Updated 3 months ago
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆816Mar 6, 2025Updated 11 months ago
- Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM☆2,787Updated this week
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆4,843Updated this week
- My learning notes for ML SYS.☆5,444Jan 30, 2026Updated last month
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆3,919Updated this week
- SGLang is a high-performance serving framework for large language models and multimodal models.☆23,905Updated this week
- A unified library of SOTA model optimization techniques like quantization, pruning, distillation, speculative decoding, etc. It compresse…☆2,031Feb 23, 2026Updated last week
- Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)☆369Apr 22, 2025Updated 10 months ago
- ☆206May 5, 2025Updated 9 months ago
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆5,284Updated this week
- Bridge Megatron-Core to Hugging Face/Reinforcement Learning☆193Updated this week
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,261Aug 28, 2025Updated 6 months ago
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆277Aug 31, 2024Updated last year
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,708Jun 25, 2024Updated last year
- ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.☆147May 10, 2025Updated 9 months ago
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,025Sep 4, 2024Updated last year
- LLM KV cache compression made easy☆936Feb 23, 2026Updated last week
- ☆52May 19, 2025Updated 9 months ago
- Checkpoint-engine is a simple middleware to update model weights in LLM inference engines☆912Updated this week
- ☆20Dec 24, 2024Updated last year
- VeOmni: Scaling Any Modality Model Training with Model-Centric Distributed Recipe Zoo☆1,676Updated this week
- A Datacenter Scale Distributed Inference Serving Framework☆6,154Updated this week
- A Quirky Assortment of CuTe Kernels☆814Feb 23, 2026Updated last week
- DFlash: Block Diffusion for Flash Speculative Decoding☆560Feb 18, 2026Updated last week
- RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.☆1,051Updated this week
- NVSHMEM‑Tutorial: Build a DeepEP‑like GPU Buffer☆163Feb 11, 2026Updated 2 weeks ago
- ☆97Mar 26, 2025Updated 11 months ago
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆524Feb 10, 2025Updated last year
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆1,126Jan 24, 2026Updated last month