Rare find

MeshGPT. AI that generates 3D shapes and objects from scratch.

github.com/lucidrains/meshgpt-pytorch

Problem

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Audience

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Market

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Pricing

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

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Updates

December 2024

Release —1.8.1 Dec 24
patch Dec 24
Release —1.8.0 Dec 24
default to 4 residual streams, hyper-connections paper from bytedance Dec 24
Release —1.7.2 Dec 4
x-transformers fix for learned value residual in presence of cross at… Dec 4
Release —1.7.1 Dec 4
turn on a new effective technique from x-transformers Dec 4
Release —1.7.0 Dec 4
make lfq loss positive with softplus Dec 4
Add experimental softplus to LFQ (#97) Dec 4

October 2024

Release —1.6.0 Oct 11
turn on a breakthrough technique for vq Oct 11
Release —1.5.16 Oct 6
update to latest cfg lib Oct 6

August 2024

Release —1.5.15 Aug 23
just pin linear attention version Aug 23

July 2024

Release —1.5.12 Jul 8
address https://github.com/lucidrains/meshgpt-pytorch/issues/92#issue… Jul 8
Release —1.5.11 Jul 8
patch Jul 8
fix local attention not pickleable Jul 6
fix tests Jul 6
force latest local attention Jul 6
try to fix tests (#90) Jul 2
address https://github.com/lucidrains/meshgpt-pytorch/issues/89 Jul 2

June 2024

update cfg again Jun 26
update cfg Jun 25
fix gh actions Jun 25
allow for setting text model adapter kwargs at CFG lib Jun 25