CatalogWantedMirrorsLedgerOperating StatementDocsStudio statusCard system
alt.freeweights.qwen / olmOCR-7B-0725-8bit
From: mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.qwenSubject:

olmOCR-7B-0725-8bit

Date: 2026-11-15Commit: 261ab9cSigned: 2DC28CC7B26A283B ✓

Image text to text model. Safetensors weights, 9.46 GB in all. Published by mlx-community under Apache-2.0.

qwen9.46GBolmOCR-7B-0725-8bitsafetensorspermissive
FactsParamsnot statedSize9.46 GBFormatssafetensorsTaskimage text to textLicenseApache-2.0From sourcepermissive
$ fw get mlx-community/olmOCR-7B-0725-8bit
# manifest sha256 d7f1b9ccdf5b… · 9.46 GB · 17 files
$ fw verify ./olmOCR-7B-0725-8bit mlx-community/olmOCR-7B-0725-8bit
From sourceHosted (signed)mlx-community/olmOCR-7B-0725-8bitLast check: 2026-11-15 05:07 UTC
Run at homeGet help

Get help: custom fine-tune or private deploy. We review your setup before we quote.

Quantized of Qwen2.5-VL-7B-Instruct.

Works with

Run23Fine-tune29Convert15Evaluate13Scan13Apps62
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
9.46 GB
Weights
9.45 GB (safetensors)
Parameters
not stated
Formats
safetensors
Task
image text to text
License
Apache-2.0 (permissive)
Files
17, each with a sha256
Publisher
mlx-community
Added
2026-11-15
Section
alt.freeweights.qwen
Lineage

Original release from the publisher.

Base model: Qwen/Qwen2.5-VL-7B-Instruct

Where these bytes come from
Publisher at the pinned commit→You

Sources are tried in order. A file counts only when its size and sha256 match the manifest. Sources are checked when you ask for them, not on a timer.

Sources
BadgeHostLast checkResult
From sourcehuggingface.co2026-11-15 05:07 UTCpassed

Model card

From the publisher at commit 261ab9c. Shown as plain text with links; images open at the publisher.

mlx-community/olmOCR-7B-0725-8bit#

This model was converted to MLX format from allenai/olmOCR-7B-0725 using mlx-vlm version 0.3.2. Refer to the original model card for more details on the model.

Use with mlx#

pip install -U mlx-vlm
python -m mlx_vlm.generate --model mlx-community/olmOCR-7B-0725-8bit --max-tokens 100 --temperature 0.0 --prompt "Describe this image." --image <path_to_image>

Files

17 files · 9.46 GBWeights 9.45 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 17 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md641 Bc73f1289a5399b0493ab57304fc980905602af9f03d1e41d53d470aae19418ff
added_tokens.json605 B58b54bbe36fc752f79a24a271ef66a0a0830054b4dfad94bde757d851968060b
chat_template.jinja1.02 KBa0bc6f6fc7a29a80017a433e8f03a1cc1236e838a944a2d034295a60c4f2fddb
chat_template.json1.05 KBad60d90252ed0b0705ba14e2d0ad0fec0beac1ea955642b54059b36052d8bc96
config.json65.0 KB99767bc94260a76428e3390b250f924ca95ae764a1219172ec15b135b1bf4d08
generation_config.json260 B549bd3dd57183a0aab12c3cb40dd25644fb0f600e379541a1bfeaa745a703bec
merges.txt1.67 MB8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5
model-00001-of-00002.safetensors5.33 GB3b1bf38c0c8bc8ca5fddeb189b21a0050c69d792f3633ef1f8d358a16c2c0584
model-00002-of-00002.safetensors4.12 GB058524900671b46f37a96160ad5e74f4953113eea3325492f1aa72903213e60a
model.safetensors.index.json57.6 KB3067e9b0f35596ff3426a0d0ec8c982a51fa1e110c4fc30dcf3be9ea37409df6
preprocessor_config.json575 B549c158011407dfb750d9ec578047cf76f5bfe365cd0aa069a50137d3f98d9dd
special_tokens_map.json613 B76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd
tokenizer.json11.4 MB9c5ae00e602b8860cbd784ba82a8aa14e8feecec692e7076590d014d7b7fdafa
tokenizer_config.json4.73 KBe04be4dd17e9f661bc487ba848a37f66a8f1adf2eef412f5d4ecb40cab4d39e7
video_preprocessor_config.json907 B09e98526bcd1b8584217418253badf2824ecf2815933b0583cdceb2e8f79ebb0
vocab.json2.78 MBca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
261ab9c13e pinned now2026-11-15 05:07 UTC17 files · 9.46 GB

Use it

$ fw get mlx-community/olmOCR-7B-0725-8bit
# manifest sha256 d7f1b9ccdf5b… · 9.46 GB · 17 files
$ fw verify ./olmOCR-7B-0725-8bit mlx-community/olmOCR-7B-0725-8bit
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/mlx-community/olmOCR-7B-0725-8bit.json --dir ./olmOCR-7B-0725-8bit $ python3 fw.py verify ./olmOCR-7B-0725-8bit ./mlx-community__olmOCR-7B-0725-8bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download mlx-community/olmOCR-7B-0725-8bit --revision 261ab9c13e96d1a45a414d94a489f58923ff3bae --local-dir ./olmOCR-7B-0725-8bit
transformersLoad the weights in Python.
import os os.environ["HF_ENDPOINT"] = "https://freeweights.allternit.com" from transformers import AutoModelForImageTextToText, AutoProcessor processor = AutoProcessor.from_pretrained("mlx-community/olmOCR-7B-0725-8bit", revision="261ab9c13e96d1a45a414d94a489f58923ff3bae") model = AutoModelForImageTextToText.from_pretrained("mlx-community/olmOCR-7B-0725-8bit", revision="261ab9c13e96d1a45a414d94a489f58923ff3bae", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve mlx-community/olmOCR-7B-0725-8bit --revision 261ab9c13e96d1a45a414d94a489f58923ff3bae
Run at home

License

Name
Apache License 2.0
Id
Apache-2.0
Class
Permissive
Redistribution
yes
Listing
Hosted (signed)
Decided
License as declared by the publisher. No person read it. 2026-11-15
Text in
README.md
Text sha256
c73f1289a5399b0493ab57304fc980905602af9f03d1e41d53d470aae19418ff
Terms gate
No extra terms beyond the license.

Read the license text

Licenses are checked against the license table. A custom license passes only after a person reads it.

Provenance

From: mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.qwenSubject: olmOCR-7B-0725-8bitDate: 2026-11-15Commit: 261ab9cSigned: 2DC28CC7B26A283B ✓
Upstream
mlx-community/olmOCR-7B-0725-8bit
Pinned commit
261ab9c13e96d1a45a414d94a489f58923ff3bae
Manifest
olmOCR-7B-0725-8bit.json · .minisig
Manifest sha256
d7f1b9ccdf5bf39b75484313e451b7b7e057a6b1062807ace6810748514361d9
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:07 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/mlx-community/olmOCR-7B-0725-8bit.json $ curl -O https://freeweights.allternit.com/manifests/mlx-community/olmOCR-7B-0725-8bit.json.minisig $ minisign -Vm olmOCR-7B-0725-8bit.json -P RWQ7KGqyx4zCLXtUFOqvfv8L3g+8fpKJ1FsuxPyOYMF+4KufbUxKq1Oq $ shasum -a 256 <file> # compare with the Files tab

A manifest whose signature fails must be rejected. A file whose size or sha256 does not match must be discarded. Verify a download

Model tree

Parent

Qwen/Qwen2.5-VL-7B-Instruct · this model is a quantization of it

No model in the catalog names this one as its parent.

Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download mlx-community/olmOCR-7B-0725-8bit
Open in Freeweights Studio

Pull, verify and run it in the Allternit app on Desktop, web or phone.

Signed manifest
minisign, key 2DC28CC7B26A283B. olmOCR-7B-0725-8bit.json. Provenance. Takedown history: none.
Source
huggingface.co/mlx-community/olmOCR-7B-0725-8bit

Related models

All of alt.freeweights.qwen →
From: BAAI <huggingface.co/BAAI>Subject: Aquila-VL-2B-llava-qwen
From: Perciqa <huggingface.co/Perciqa>Subject: Aurora-Code-1
From: BAAI <huggingface.co/BAAI>Subject: bge-reasoner-embed-qwen3-8b-0923
From: amazon <huggingface.co/amazon>Subject: BMOJOF-primed-HQwen3-8B-Instruct
From: nbeerbower <huggingface.co/nbeerbower>Subject: Bubba-Qwen3.6-27B-LoRA
From: bartowski <huggingface.co/bartowski>Subject: bytkim_Qwen3.8-27B-pi-GGUF