AI TCH LU Lukata Maas DFlash: Drafting Tokens in Parallel with KV Injection If you’ve spent any time optimizing LLM inference, you already know the painful truth: decoding is slow because it’s sequential…
AI TCH MD Md Monsur ali · Level Up Coding MTP and DFlash: How LLMs Generate Tokens 3x Faster and Cheaper A Practical Guide to Multi-Token Prediction, Speculative Decoding, vLLM, and High-Performance AI Inference
SPT AI TCH AL Allen Kuo (kwyshell) Speculative Decoding for Local LLMs Was a Mixed Bag. Then DFlash Landed in vLLM An audit of MTP, DFlash, PFlash, and CPU-MoE offload across vLLM, llama.cpp, and Ollama on a desktop Blackwell.
SPT AI TCH TE Tech-Practice I found the best DFlash Setting on Gemma 26B — 228 to 600 tok/s on One RTX 5090 Speculative decoding is one of the most effective inference optimization techniques available right now. The idea is elegant: a small draft…