Project AURIONAI Use-Cases Research & Innovation
Tsinghua University
3D

LLaMA-Mesh

Language model fine-tuned to generate 3D meshes as plain text, unifying mesh generation with chat.

Tsinghua UniversityTsinghua UniversityChinaNVIDIANVIDIAUSA
Diagram of LLaMA-Mesh generating a 3D mesh as text tokens with an autoregressive language model.
Levelmodel
Class3D
Parameters8.03B
Contextnot in the notes
Released14 Nov 2024
Opennessopen weights restricted
Runs onnot in the notes
Statusactive

R&D Topics

Image-to-3D and text-to-3D asset generationproduced by

Identity

Developer
Tsinghua University, NVIDIA
Family
not in the notes
Released
14 Nov 2024 sourcesannouncement page
Weights published
17 Nov 2024
Record checked
12 Oct 2026
Where this comes from
Developer and dates from the research notes. Release date is the vendor's public announcement; weights date is when open weights were published.

Architecture and Size

Architecture
dense transformer
Total parameters
8.03B sources
Active parameters
–
Checkpoint parameters
–
Note
Parameter count from the Hugging Face safetensors total.
Context length
not in the notes
Input
text
Output
text, 3D
Where this comes from
Parameter counts as the developer states them. Where the checkpoint holds a different total, both are shown (register A16).

Openness and Access

Openness
open weights restricted
Licence
Llama 3.1 Community License sources
Access routes
open weights download, cloud marketplace
Where this comes from
The licence file governs over registry tags and aggregator labels.

Deployment

Runs on
not in the notes
Footprint
not in the notes
Runtimes
not in the notes
Where this comes from
Deployment tiers and runtimes as named in the notes. Footprint is the notes' figure, not a measurement by AURION.

Indonesia

Indonesian support
not stated
Regional languages
not in the notes
Jakarta hosting
unknown
Languages
not in the notes
Where this comes from
Indonesia fields are carried on every model; unknown is an allowed value.

Benchmark Results

The notes record no benchmark result for this model.

Lineage

The notes record no lineage for this model.

Industry Use Cases

No industry use case links this model.

Sources

  1. arxiv.org/abs/2411.09595 https://arxiv.org/abs/2411.09595
  2. huggingface.co/Zhengyi/LLaMA-Mesh https://huggingface.co/Zhengyi/LLaMA-Mesh
  3. huggingface.co/api/models?pipeline_tag=text-to-3d&sort=downl... https://huggingface.co/api/models?pipeline_tag=text-to-3d&sort=downloads&limit=50
  4. ai.azure.com/catalog/models?task=text-to-3d https://ai.azure.com/catalog/models?task=text-to-3d
  5. arxiv.org/html/2411.09595 https://arxiv.org/html/2411.09595

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "LLaMA-Mesh", https://aurion.semai.id/models/llama-mesh/, records of October 2026.