Ops-Colqwen3-4B
OpenSearch-AI/Ops-Colqwen3-4BContent controls: not assessed.
Model from Hugging Face for visual document retrieval: OpenSearch-AI/Ops-Colqwen3-4B · transformers
Model facts
Ops-Colqwen3-4B is open-weights language model for visual document retrieval. A primary weight file is not recorded yet; Size not recorded. RAM estimate unavailable until this file has a recorded size. License: Apache 2.0. A SHA-256 value and its recorded date are not available for this file. The primary Download is not available right now. No tested run commands were supplied for this file. All listed files are available here. The size and hash details refer to the selected file, not every file in the repository. The memory figure is estimated from recorded file size with working room included.
What's included
About this model
External Hugging Face catalog record for OpenSearch-AI/Ops-Colqwen3-4B. Task: visual document retrieval. Library: transformers. Popularity signal at import: 9,579 downloads and 11 likes.
Quick facts
- Parameters
- 4B
- Hosted here
- at least 14 listed files; full count and size unknown
- Full repo upstream
- 8.9 GB
- Format
- GITATTRIBUTES · MD · PY · JSON · JINJA · TXT · SAFETENSORS
- Files hosted
- 14 of 14
- Downloads on Hugging Face
- 52,380
- File hashes
- Hashes recorded; date unavailable
License & source
License: apache-2.0
Check the license text and keep the required notices when you use or share the files.
Upstream source →- Task
- visual document retrieval
- Hosted here
- at least 14 listed files; full count and size unknown
- Full repo upstream
- 8.9 GB
- Parameters
- 4B
- Files
- 14 hosted of 14 listed
- Download
- Download here (14 hosted files)
- Added to Hugging Bay
- Updated at source
FAQ
What is this model?
OpenSearch-AI/Ops-Colqwen3-4B is an open-weights language model for visual document retrieval published by OpenSearch-AI, added to Hugging Bay Jun 29, 2026. Model from Hugging Face for visual document retrieval: OpenSearch-AI/Ops-Colqwen3-4B · transformers
Can I use it commercially?
It is released under the apache-2.0 license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted.
How big is it?
OpenSearch-AI/Ops-Colqwen3-4B has 4B parameters. Hosted here: at least 14 listed files; full count and size unknown. Full repo upstream: 8.9 GB.
What can I download here?
Hosted here: at least 14 listed files; full count and size unknown. Full repo upstream: 8.9 GB. The original release is at https://huggingface.co/OpenSearch-AI/Ops-Colqwen3-4B.
File checks and computer fit
File pattern scans
Automated file-pattern scans flagged nothing — not a safety guarantee. 14 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-opensearch-ai-ops-colqwen3-4b/safety on Hugging Bay.
Will OpenSearch-AI/Ops-Colqwen3-4B run on my computer?
We can’t check the fit — we don’t know your machine. We don’t have your machine’s specs, so no check ran and no verdict is shown. Answer two quick questions and we’ll estimate, from the memory you tell us, whether it fits your machine. Or skip it — you can still download; fit isn’t checked.