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Ornith-1.0-9B-mlx-8bit
ToPo-ToPo/Ornith-1.0-9B-mlx-8bit
Ornith-1.0-9B-mlx-8bit is a image-text-to-text model from ToPo-ToPo. Use it for the image-text-to-text task on the model card, and read the license before you ship it in a product. It is set up for mlx. The card lists the license as mit.
MLX 8bit conversion of deepreinforce-ai/Ornith-1.0-9B for Apple Silicon (mlx-vlm).
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From the Hugging Face model README
ToPo-ToPo/Ornith-1.0-9B-mlx-8bit
MLX 8bit conversion of deepreinforce-ai/Ornith-1.0-9B for Apple Silicon (mlx-vlm).
Provenance (self-converted from official weights)
- Source:
deepreinforce-ai/Ornith-1.0-9B(license: mit) - Tool:
mlx-vlm 0.6.3—mlx_vlm.convert --hf-path deepreinforce-ai/Ornith-1.0-9B --mlx-path . -q --q-bits 8 --q-group-size 64 - Effective: 8.864 bits/weight
- Validation: reproduced geometrically exact CAD output in an agentic CAD+FEM pipeline (volumes match the reference mlx-community conversion).
Usage
from mlx_vlm import load, generate
model, processor = load("ToPo-ToPo/Ornith-1.0-9B-mlx-8bit")
- Task
- Image-Text-to-Text
- Library
- mlx
- Type
- qwen3_5
- License
- mit
- Created
- Jun 26, 2026
- Updated
- Jun 26, 2026