Ar4ikov / OvisOCR2-AWQ

huggingface.co
Total runs: 42
24-hour runs: 0
7-day runs: 42
30-day runs: 42
Model's Last Updated: July 22 2026
image-text-to-text

Introduction of OvisOCR2-AWQ

Model Details of OvisOCR2-AWQ

OvisOCR2-AWQ

AWQ (W4A16 asymmetric, group size 128) quantization of ATH-MaaS/OvisOCR2 — a 0.8B end-to-end document parsing / OCR model built on Qwen3.5-0.8B.

Made with llm-compressor : AWQModifier applied to all Linear layers of the language model. The vision tower and lm_head are kept in BF16.

  • Calibration: 256 samples from HuggingFaceH4/ultrachat_200k , max sequence length 2048
  • Scheme: W4A16_ASYM
  • Ignored modules: lm_head , visual.* (vision tower)
Usage (vLLM)
vllm serve <this-repo> --trust-remote-code=false

Prompt for full-page OCR (same as base model):

Extract all readable content from the image in natural human reading order and output the result as a single Markdown document. Format formulas as LaTeX. Format tables as HTML: <table>...</table>. Preserve the original text without translation.

Use temperature 0.0 for OCR tasks.

Notes

Quantized entirely with open tooling; see the base model card for benchmarks, capabilities and limitations of the underlying model. Weight-only 4-bit quantization may introduce a small accuracy loss versus BF16 on dense documents.

Runs of Ar4ikov OvisOCR2-AWQ on huggingface.co

42
Total runs
0
24-hour runs
23
3-day runs
42
7-day runs
42
30-day runs

More Information About OvisOCR2-AWQ huggingface.co Model

More OvisOCR2-AWQ license Visit here:

https://choosealicense.com/licenses/apache-2.0

OvisOCR2-AWQ huggingface.co

OvisOCR2-AWQ huggingface.co is an AI model on huggingface.co that provides OvisOCR2-AWQ's model effect (), which can be used instantly with this Ar4ikov OvisOCR2-AWQ model. huggingface.co supports a free trial of the OvisOCR2-AWQ model, and also provides paid use of the OvisOCR2-AWQ. Support call OvisOCR2-AWQ model through api, including Node.js, Python, http.

OvisOCR2-AWQ huggingface.co Url

https://huggingface.co/Ar4ikov/OvisOCR2-AWQ

Ar4ikov OvisOCR2-AWQ online free

OvisOCR2-AWQ huggingface.co is an online trial and call api platform, which integrates OvisOCR2-AWQ's modeling effects, including api services, and provides a free online trial of OvisOCR2-AWQ, you can try OvisOCR2-AWQ online for free by clicking the link below.

Ar4ikov OvisOCR2-AWQ online free url in huggingface.co:

https://huggingface.co/Ar4ikov/OvisOCR2-AWQ

OvisOCR2-AWQ install

OvisOCR2-AWQ is an open source model from GitHub that offers a free installation service, and any user can find OvisOCR2-AWQ on GitHub to install. At the same time, huggingface.co provides the effect of OvisOCR2-AWQ install, users can directly use OvisOCR2-AWQ installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

OvisOCR2-AWQ install url in huggingface.co:

https://huggingface.co/Ar4ikov/OvisOCR2-AWQ

Url of OvisOCR2-AWQ

OvisOCR2-AWQ huggingface.co Url

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