Image-Text-to-Text
MLX
Safetensors
unlimited-ocr
ax-engine
mlx-vlm
ocr
mxfp8
int8
apple-silicon
automatosx
conversational
8-bit precision
Instructions to use AutomatosX/AX-Unlimited-OCR-3B-MoE-MLX-MXFP8 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use AutomatosX/AX-Unlimited-OCR-3B-MoE-MLX-MXFP8 with MLX:
# Make sure mlx-vlm is installed # pip install --upgrade mlx-vlm from mlx_vlm import load, generate from mlx_vlm.prompt_utils import apply_chat_template from mlx_vlm.utils import load_config # Load the model model, processor = load("AutomatosX/AX-Unlimited-OCR-3B-MoE-MLX-MXFP8") config = load_config("AutomatosX/AX-Unlimited-OCR-3B-MoE-MLX-MXFP8") # Prepare input image = ["http://images.cocodataset.org/val2017/000000039769.jpg"] prompt = "Describe this image." # Apply chat template formatted_prompt = apply_chat_template( processor, config, prompt, num_images=1 ) # Generate output output = generate(model, processor, formatted_prompt, image) print(output) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Fix Release section formatting on model card
Browse files
README.md
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@@ -41,9 +41,8 @@ active MoE capacity; the marketing name refers to the upstream 3B MoE family.
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- **Version tag:** `v0.2.0` (immutable Hub git tag; pin this in production)
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- **Hub pin:** `revision="v0.2.0"` or the commit SHA after publish
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- **Repo:** [`AutomatosX/AX-Unlimited-OCR-3B-MoE-MLX-MXFP8`](https://huggingface.co/AutomatosX/AX-Unlimited-OCR-3B-MoE-MLX-MXFP8)
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**Release notes:** Sensitivity-guided MXFP8 with calibrated affine INT8 LM head; primary inference via AX Engine
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- **Runtime:** [AX Engine](https://github.com/defai-digital/ax-engine)
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Immutable upstream source revision: `ee63731b6461c8afcdcc7b15352e7d2ffecc2ead`.
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Reference checkpoint revision: `55b8031a6c867de675279d9604e38cc94b9882a4`.
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- **Version tag:** `v0.2.0` (immutable Hub git tag; pin this in production)
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- **Hub pin:** `revision="v0.2.0"` or the commit SHA after publish
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- **Repo:** [`AutomatosX/AX-Unlimited-OCR-3B-MoE-MLX-MXFP8`](https://huggingface.co/AutomatosX/AX-Unlimited-OCR-3B-MoE-MLX-MXFP8)
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- **Runtime:** [AX Engine](https://github.com/defai-digital/ax-engine)
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- **Release notes:** Sensitivity-guided MXFP8 with calibrated affine INT8 LM head; primary inference via AX Engine
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Immutable upstream source revision: `ee63731b6461c8afcdcc7b15352e7d2ffecc2ead`.
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Reference checkpoint revision: `55b8031a6c867de675279d9604e38cc94b9882a4`.
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