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SGLang

Tool ● Covered in 8 stories + Follow

This profile is built automatically from TLDRocket coverage.

Latest developments

Introducing Reflection Beam: an open-weight model for agentic coding on AWS Amazon Web Services · 3 days ago · 48
Step 5 Preview Product Hunt · 3 days ago · 35 Launch HN: Magnitude (YC S25) – Self-optimizing inference engine for agents GitHub · 2 weeks ago · 20 Liquid AI Releases LFM2.5-VL-3B-DSpark: Speculative Decoding for Vision-Language Models With Up to 3.13x Faster Decoding MarkTechPost · 3 weeks ago · 41 BottleCap AI Releases ThinkingCap-Qwen3.8-27B: 37.2% Fewer Thinking Tokens at a 0.86pp Accuracy Cost MarkTechPost · 3 weeks ago · 35
What Makes Inference Nondeterministic? The AI Engineer · 1 month ago · 18 Liquid AI Releases LFM2.5-DSpark Draft Models That Deliver Up to 3.18x Faster Decoding Without Changing Model Outputs MarkTechPost · 1 month ago · 37
Up to 3.2x Faster Inference with LFM2.5-DSpark Hugging Face · 1 month ago · 30

Timeline

Month Quarter Year

2026

StepFun released an open-weight Step 5 Preview Mixture-of-Experts (MoE) model for coding and long-running agent workloads Open source release

Reflection AI releases Beam, an Apache 2.0 open-weight 501B-parameter Mixture-of-Experts LLM with deployment options on Hugging Face and AWS Open source release

Liquid AI released an experimental speculative-decoding draft model (LFM2.5-VL-DSpark) for its LFM2.5-VL-3B vision-language model Model release

Liquid AI released DSpark draft model checkpoints for three LFM2.5 models, enabling speculative decoding to speed up inference Model release

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Competition

  • Magnitude competes with this tool · 1 source

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