search

OpenMeshLab / MeshXL

[NeurIPS 2024] MeshXL: Neural Coordinate Field for Generative 3D Foundation Models, a 3D fundamental model for mesh generation
256 stars 7 forks source link

Not finetuned generalised checkpoint #7

Open kajalsanklecha opened 3 weeks ago

kajalsanklecha commented 3 weeks ago

Hi Authors,

There are checkpoints available for models finetuned for the generation of Chairs, tables, lamps, and benches.

Can you please share the checkpoint file of the generalized "not finetuned" model for the 3 variations of the number of parameters?

kajalsanklecha commented 3 weeks ago

What does the "testing the model from scratch" prompt mean in the code. Does it mean it is taking the non fine-tuned model for inference?

ch3cook-fdu commented 3 weeks ago

We provide pre-trained weights for different sizes of models (i.e. 125m, 350m, and 1.3b) on huggingface🤗. Download the pre-trained weights from the links below to replace the pytorch_model.bin files in the corresponding folders under the ./mesh-xl/ folder. The model details are shown below:

Model Size #Layers #Heads $d_\text{model}$ $d_\text{FFN}$ GPU Hours Download Link
125M 12 12 768 3072 1944 download link
350M 24 16 1024 4096 6000 download link
1.3B 24 32 2048 8192 23232 download link

The "testing the model from scratch" is only used for debug propose.

For more information, please refer to the readme.md file.