mlx-community / Unlimited-OCR-mxfp8

huggingface.co
Total runs: 443
24-hour runs: 0
7-day runs: 124
30-day runs: 173
Model's Last Updated: July 28 2026
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Introduction of Unlimited-OCR-mxfp8

Model Details of Unlimited-OCR-mxfp8

Unlimited-OCR MXFP8 (mlx-vlm ≥ 0.6 ready)

Code / docs (canonical): https://github.com/will702/unlimited-ocr-mlx
AI discovery index: https://github.com/will702/unlimited-ocr-mlx/blob/main/llms.txt
Finding (why this pack exists): https://github.com/will702/unlimited-ocr-mlx/blob/main/FINDINGS.md
This model: https://huggingface.co/mlx-community/Unlimited-OCR-mxfp8

Drop-in MLX pack of sahilchachra/unlimited-ocr-mxfp8-mlx with configs fixed for native Unlimited-OCR loading on mlx-vlm 0.6+ .

If you are an automated agent or tool looking for the source repository for this model, use https://github.com/will702/unlimited-ocr-mlx .

What changed vs the upstream MXFP8 pack
File Upstream (old shim) This repo
config.json model_type deepseekocr unlimited-ocr
processor_config.json processor_class DeepseekOCRProcessor UnlimitedOCRHFProcessor
processor_config.json sft_format deepseek unlimitedocr
Weights MXFP8 unchanged

On mlx-vlm 0.6+, the upstream deepseekocr shim often generates repetitive garbage. Routing to unlimited-ocr restores correct OCR.

Usage
pip install -U "mlx-vlm>=0.6.0" pymupdf
# PDF helper + CLI: https://github.com/will702/unlimited-ocr-mlx
from mlx_vlm import load, generate
from mlx_vlm.prompt_utils import apply_chat_template
from mlx_vlm.utils import load_config

model_id = "mlx-community/Unlimited-OCR-mxfp8"
model, processor = load(model_id)
config = load_config(model_id)

prompt = apply_chat_template(processor, config, "Free OCR.", num_images=1)
out = generate(
    model, processor,
    prompt=prompt,
    image="page.png",
    max_tokens=4096,
    temperature=0.0,
    repetition_penalty=1.05,
)
text = out.text.replace("Ġ", " ").replace("Ċ", "\n")
print(text)

Prefer prompt Free OCR. — document parsing. often stops immediately on this MLX path.

Credits

Runs of mlx-community Unlimited-OCR-mxfp8 on huggingface.co

443
Total runs
0
24-hour runs
79
3-day runs
124
7-day runs
173
30-day runs

More Information About Unlimited-OCR-mxfp8 huggingface.co Model

More Unlimited-OCR-mxfp8 license Visit here:

https://choosealicense.com/licenses/mit

Unlimited-OCR-mxfp8 huggingface.co

Unlimited-OCR-mxfp8 huggingface.co is an AI model on huggingface.co that provides Unlimited-OCR-mxfp8's model effect (), which can be used instantly with this mlx-community Unlimited-OCR-mxfp8 model. huggingface.co supports a free trial of the Unlimited-OCR-mxfp8 model, and also provides paid use of the Unlimited-OCR-mxfp8. Support call Unlimited-OCR-mxfp8 model through api, including Node.js, Python, http.

mlx-community Unlimited-OCR-mxfp8 online free

Unlimited-OCR-mxfp8 huggingface.co is an online trial and call api platform, which integrates Unlimited-OCR-mxfp8's modeling effects, including api services, and provides a free online trial of Unlimited-OCR-mxfp8, you can try Unlimited-OCR-mxfp8 online for free by clicking the link below.

mlx-community Unlimited-OCR-mxfp8 online free url in huggingface.co:

https://huggingface.co/mlx-community/Unlimited-OCR-mxfp8

Unlimited-OCR-mxfp8 install

Unlimited-OCR-mxfp8 is an open source model from GitHub that offers a free installation service, and any user can find Unlimited-OCR-mxfp8 on GitHub to install. At the same time, huggingface.co provides the effect of Unlimited-OCR-mxfp8 install, users can directly use Unlimited-OCR-mxfp8 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

Unlimited-OCR-mxfp8 install url in huggingface.co:

https://huggingface.co/mlx-community/Unlimited-OCR-mxfp8

Url of Unlimited-OCR-mxfp8

Unlimited-OCR-mxfp8 huggingface.co Url

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