Tasks and inputs
facebook/nougat-small is listed for Image-to-text. It accepts image and produces text. Use the publisher’s input format and preprocessing for your chosen deployment.
SyncDev model directory · Profile updated Oct 7, 2026
Hugging Face repository for Image-to-text.
The specification score summarizes recorded features and limits. It is not a benchmark result.
Recorded modality support shows what this model can accept and produce. An undocumented modality is shown as unknown rather than assumed to be unsupported.
Accepts
Produces
facebook/nougat-small is a Hugging Face repository returned by the public Image-to-text task feed. Its recorded download count is 65,708 and it has 30 likes when the repository snapshot was collected. Popularity is useful for discovery, but it is not a performance ranking or a guarantee of suitability.
This record is categorized for Image-to-text. A task category describes the intended machine-learning problem; it does not prove that every version, checkpoint, quantization, or deployment method produces the same quality. Teams should read the model card and test representative inputs before choosing it.
The public repository lists transformers as its library metadata. Its recorded tags include transformers, pytorch, safetensors, vision-encoder-decoder, image-text-to-text, vision, nougat, image-to-text. These source details are retained so readers can trace this directory entry back to the repository instead of relying on copied descriptions.
Use inputs that resemble deployment traffic, including difficult and out-of-domain cases. Compare output correctness, the response format, latency and memory requirements with a simple baseline under the same conditions.
Explore facebook models and the image-to-text collection. Use the comparison tool to inspect a second candidate.
Compare the model on the work you need to complete.
facebook/nougat-small is listed for Image-to-text. It accepts image and produces text. Use the publisher’s input format and preprocessing for your chosen deployment.
Measure a completed task using the prompts, documents and tools your application will use. Include reasoning and retries in the result.
Use the model identifier and account requirements for the selected API route. Confirm its request limits and output format with one complete task before connecting a larger workflow.
These records share a directory category. Check the source card, output type and deployment requirements before treating a model as a replacement.
alibaba-damo
alibaba-damo/mgp-str-base is a source-linked Hugging Face repository assigned to Image-to-text. Its recorded task interface accepts image and produces text.
breezedeus
breezedeus/pix2text-mfr is a source-linked Hugging Face repository assigned to Image-to-text. Its recorded task interface accepts image and produces text.
facebook/nougat-base is a source-linked Hugging Face repository assigned to Image-to-text. Its recorded task interface accepts image and produces text.
Hugging Face repository for Image-to-text.
IBM Granite
ibm-granite/granite-vision-3.3-2b is a source-linked Hugging Face repository assigned to Image-to-text. Its recorded task interface accepts image and produces text.
JEILDLWLRMA
JEILDLWLRMA/Qwen3-VL-8B-Instruct-NVFP4 is a source-linked Hugging Face repository assigned to Image-to-text. Its recorded task interface accepts image and produces text.