I learned about an inference engine called FreeToken, which aims to run large MoE models locally without loading the entire model onto the GPU alone.The reason I was interested was because "Doesn't ...

from sglang.srt.managers.mm_schedule import init_mm_embedding_cache from sglang.srt.mem_cache.cache_init_params import CacheInitParams from sglang.srt.mem_cache.memory_pool import MHATokenToKVPool ...

In manufacturing and development environments, how much time is spent on the task of 'searching for necessary information ...

This repository studies two narrow systems problems: how a Router with an OpenAI-compatible completion/chat HTTP subset can use approximate prefix-cache metadata without violating Worker lifecycle ...

NVIDIA Dynamo-Triton supports an end-to-end Hierarchical Sequential Transduction Unit (HSTU) GR inference workflow.

I even asked the grad student I am sharing the office with, and his response was not quite as obnoxiously Zen as something from Yoda, but it was something like, “I just wander around the space picking ...

The team behind the "UD" quants now has a new home for them ...

Why do so many AI agent tool calls run on the CPU? Drawing on NVIDIA's CUDA guide and a research paper: GPUs can execute branches, and divergent branches run one after another. In SWE-Agent, doubling ...

Build custom CAD designs with natural language prompts by integrating ChatGPT 6 Astra and FreeCAD. Output precise Python code for 3D printing.

This is the Python material that does not get left behind. Almost none of it is replaced by a framework later. Learn it, and keep this cheat sheet close by as a handy reference.

Jev, TypeSafe AI's System One decision model is a watershed moment in AGI. How it works, Jev source code in Python, ...

Slicing bytes copies. On a small payload nobody notices, but slice a large packet or image buffer in a loop and the copies ...