5 entries
Keyword: tritonRepository:drowzeys/keys-SM121-Optimized-MiniMax-H3-Nvidia-Sol-Engine-Kijai-SolAttn_Triton-Single-DGX-Spark
An optimised ComfyUI setup for the MiniMax-H3 (33B) audio+video model on a single NVIDIA DGX Spark (GB10, sm_121). It fixes a silent miscompilation issue and accelerates end-to-end rendering by 1.54x.
30starsPython
From X post: Accelerating MiniMax-H3 on Nvidia DGX Spark with ComfyUI and Sol-Engine
Article:Meta AI Research
Meta AI Research has launched the beta of Muse Code, a terminal coding agent driven by their new Muse Spark 1.2 model. The tool handles complex engineering tasks across large repositories using persistent asynchronous background agents and a crash-resilient runtime design.
From Video: Lev Selector's Weekly AI Updates (7 August 2026)
Article:PyTorch Ecosystem Working Group
The PyTorch Ecosystem Working Group has added four key open-source projects to the PyTorch Ecosystem Landscape: NVIDIA's PhysicsNeMo, the fine-tuning framework Unsloth, the interoperability standard ONNX, and the heterogeneous inference framework KTransformers.
From Video: AI Weekly Updates: Open-Source Model Surge, Agent Harnesses, and Meta's AI Reality Check
Link:Tatsunori Hashimoto, Percy Liang
Stanford University's CS336 course teaches the end-to-end development of language models from the ground up, inspired by traditional operating systems courses. Students build every component: data pipelines, Transformer architectures, Triton GPU kernels, scaling laws, and reasoning-focused alignment.
From X post: Stanford Lecture on the Mathematical Foundations of LLMs
X post:keys
A public repository demonstrates a 1.54x end-to-end acceleration for the 33B MiniMax-H3 omni-DiT on a single Nvidia DGX Spark (GB10, sm_121) using ComfyUI. It ports Nvidia Sol-Engine techniques, applies Triton patches, and resolves critical Blackwell compilation issues.
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