Keychron's expansive keyboard catalog covers everything from basic full-size mechanical boards to niche layouts like southpaw Alice or a one-handed half-keyboard for gaming. Its Q and V series are among our go-to recommendations for off-the-shelf keyboards, and the latest iterations - the Q and V Ultra models - are a straightforward upgrade to the lineup, […]
I ported Microsoft's TRELLIS.2 (4B parameter image-to-3D model) to run on Apple Silicon via PyTorch MPS. The original requires CUDA with flash_attn, nvdiffrast, and custom sparse convolution kernels: none of which work on Mac.
I replaced the CUDA-specific ops with pure-PyTorch alternatives: a gather-scatter sparse 3D convolution, SDPA attention for sparse transformers, and a Python-based mesh extraction replacing CUDA hashmap operations. Total changes are a few hundred lines across 9 files.
Generates ~400K vertex meshes from single photos in about 3.5 minutes on M4 Pro (24GB). Not as fast as H100 (where it takes seconds), but it works offline with no cloud dependency.
https://github.com/shivampkumar/trellis-mac
Comments URL: https://news.ycombinator.com/item?id=47828896
Points: 102
# Comments: 20
Related ongoing thread: Swiss authorities want to reduce dependency on Microsoft - https://news.ycombinator.com/item?id=47827383
Comments URL: https://news.ycombinator.com/item?id=47828420
Points: 95
# Comments: 27
On the latest episode of Equity, we discuss OpenAI's latest acquisitions and whether they address "two big existential problems" for the company.
Today's launch of AST SpaceMobile's BlueBird 7 satellite aboard Blue Origin's reusable New Glenn rocket was a partial success. The New Glenn touched down on its landing pad without incident, making it the second launch and landing for the first stage booster, and officially giving Jeff Bezos a reusable launch vehicle. Unfortunately for AST SpaceMobile, […]