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dhiltgen/llama-runner
parth-migrate-pi
codex/make-integration-hidden-and-lunchable
hoyyeva/migrate-pi
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Originally created by @chrlesur on GitHub (Sep 20, 2025).
Original GitHub issue: https://github.com/ollama/ollama/issues/12355
https://huggingface.co/ibm-granite/granite-docling-258M
https://huggingface.co/spaces/ibm-granite/granite-docling-258m-demo
https://www.ibm.com/new/announcements/granite-docling-end-to-end-document-conversion
It will be amazing :)
Thanks for the great work.
@rick-github commented on GitHub (Sep 22, 2025):
https://github.com/ggml-org/llama.cpp/pull/16112
@gabe-l-hart commented on GitHub (Sep 23, 2025):
Hi folks! Quick update here: Unfortunately, the preprocessing logic needs some significant changes in order for the model to perform well. I'll have a PR up in
llama.cppfor this shortly, but the result will be that we'll need allama.cppbump here in Ollama before the model will perform well.In the meantime, this can be worked around with the current version of the
mtmdpreprocessing in Ollama by usingtransformersto do the preprocessing, then saving the preprocessed patches as individual images, and sending each as a separate image (see https://github.com/ggml-org/llama.cpp/pull/16112#issuecomment-3313726479 for details).@gabe-l-hart commented on GitHub (Sep 23, 2025):
Updated PR: https://github.com/ggml-org/llama.cpp/pull/16206
@chrlesur commented on GitHub (Sep 23, 2025):
Thank you for your work.
@gabe-l-hart commented on GitHub (Oct 6, 2025):
First PR is merged with another that needs to go in to fix the tokenization so that the model stops correctly (https://github.com/ggml-org/llama.cpp/pull/16438). After that, I'll start working on another
llama.cppbump here in Ollama.@gabe-l-hart commented on GitHub (Oct 9, 2025):
I've got it all working now and up in a PR to bump
llama.cpp: https://github.com/ollama/ollama/pull/12552@chrlesur commented on GitHub (Oct 10, 2025):
Thank you for your hardwork.
@oliviasculley commented on GitHub (Oct 15, 2025):
Looks like it finally got merged, I'm excited for this model!!
@gabe-l-hart commented on GitHub (Oct 15, 2025):
Yes! The code is merged, so we're working through the process of getting the model up and it will be fully usable once the next Ollama release is out.
@gabe-l-hart commented on GitHub (Oct 17, 2025):
We're working on getting the official version up, but you can now play with this using
ollama pull gabegoodhart/granite-docling:258m@mbailey256 commented on GitHub (Oct 20, 2025):
Thanks @gabe-l-hart for publishing the pre-release of the model. What is the proper syntax for submitting a pdf to the mobile via the Ollama CLI? I'm using the following and it's hallucinating based on the document name.
ollama run gabegoodhart/granite-docling:258m "Can you provide a summary of this document? /Users/michael/Downloads/Receipt-2716-4202.pdf"
@gabe-l-hart commented on GitHub (Oct 20, 2025):
@mbailey256 The ollama model will not work on PDFs since it is purely a VLM for image inputs. To use the full PDF pipeline, you'll need to go through the
docling[library][(https://github.com/docling-project/docling). You can see the steps to enable a "remote vision model" with Ollama here.@1pharaxh commented on GitHub (Oct 20, 2025):
Hi @gabe-l-hart is there a way to get a markdown from the image directly through ollama ? or even through the python docling api ? I tried the model you suggested but I always seem to get wrong text OR hallucinations.
Thank you so much!
@gabe-l-hart commented on GitHub (Oct 20, 2025):
To the best of my knowledge, you cannot get markdown directly out of the model since it renders to doctags. You can use
doclingdirectly to export to markdown.Based on your prompt and the description, it seems like you are looking for a textual description of a photograph of some sort that may contain some text. While the model can perform this task, it's not the primary focus of this model which is aimed at visual layout parsing for scanned or photographed documents.
W.r.t. incorrect or hallucinated text, there are certainly a few things that could be at play:
In our testing for the official release, we found that the
FP16model I have ongabegoodhart/granite-docling:258mis flirting dangerously with the limits of theFP16datatype, and when run on CPU (on my M3 at least) it hits conditions producing-Infvalues. The nativesafetensorsformat isBF16, so we're exploring the correct data type to use for the Ollama model. With a model this small, subtle differences can cause big problems.The model is fairly sensitive to prompting and the position of the image within the prompt. The best results should come through using the model in
doclingdirectly since the placement of image tokens and prompting will be standardized. The prompting style I have seen the best luck with is</path/to/image> Convert this page to markdown.although interestingly the output is indoctagformat and not markdown.@1pharaxh commented on GitHub (Oct 20, 2025):
Thanks for your reply I tried it with this python code
but it still doesn't output the right text, What I am trying to do is to get docling to OCR an image and convert it to markdown
@gabe-l-hart commented on GitHub (Oct 20, 2025):
Is this screenshot the one you're running through the model, or is it a screenshot of the script running? I think it's the later? Running that screenshot through Ollama directly, I get the following almost correct output:
@1pharaxh commented on GitHub (Oct 20, 2025):
@gabe-l-hart the later screenshot is of the python script running docling with Ollama for which I refered to the docs .
I was also able to generate docling tags from ollama 🙌 but I still need to convert those docling tags to either text or markdown. Do you know how I can covert it ?
@1pharaxh commented on GitHub (Oct 20, 2025):
I found this code helps with that
from issue
thank you so much!
@gabe-l-hart commented on GitHub (Oct 20, 2025):
Ok, I think the issue in your above script is the
response_formatfield. It's counterintuitive, but I think this is the expected response format from the model that will then be parsed into theDoclingDocumentformat, so setting that toResponseFormat.DOCTAGSmakes this work much better. It's still not flawless, but the exported results look like markdown.@1pharaxh commented on GitHub (Oct 21, 2025):
@gabe-l-hart Thank you so much it works like a charm!
@gabe-l-hart commented on GitHub (Nov 10, 2025):
We now have the
ibmofficial model up. You can start playing with it directly: