Best Open Vision Models
A linked shortlist of open vision models ranked by license clarity, popularity, and neutral trust metadata. Canonical URL: https://huggingbay.xyz/answers/best-open-vision-models.
Best Open Vision Models is a citation-ready Hugging Bay answer pack backed by live catalog rows. Representative rows: black-forest-labs/FLUX.2-klein-4B, zai-org/GLM-4.1V-9B-Thinking, OsaurusAI/Ornith-1.0-35B-MXFP8, wangkanai/qwen3-vl-32b-thinking, unum-cloud/uform-vl-english-small-cpu-fp32. Use each canonical citation URL plus metadata/card endpoints for current license, trust, hosting, and download state. Canonical URL: https://huggingbay.xyz/answers/best-open-vision-models.
Question: What are the best open vision models?
A linked shortlist of open vision models ranked by license clarity, popularity, and neutral trust metadata.
Answer pack JSON Citation pack License guide
- black-forest-labs/FLUX.2-klein-4B: Model from Hugging Face for image to image: black-forest-labs/FLUX.2-klein-4B · diffusers
- zai-org/GLM-4.1V-9B-Thinking: Model from Hugging Face for image text to text: zai-org/GLM-4.1V-9B-Thinking · transformers
- OsaurusAI/Ornith-1.0-35B-MXFP8: Model from Hugging Face for image text to text: OsaurusAI/Ornith-1.0-35B-MXFP8 · mlx
- wangkanai/qwen3-vl-32b-thinking: Model from Hugging Face for image text to text: wangkanai/qwen3-vl-32b-thinking · transformers
- unum-cloud/uform-vl-english-small-cpu-fp32: Model from Hugging Face: unum-cloud/uform-vl-english-small-cpu-fp32
- deepseek-ai/DeepSeek-OCR-2: Model from Hugging Face for image text to text: deepseek-ai/DeepSeek-OCR-2 · transformers
- unum-cloud/uform-vl-english-large-cpu-fp32: Model from Hugging Face: unum-cloud/uform-vl-english-large-cpu-fp32
- jinaai/jina-reranker-v1-tiny-en: Model from Hugging Face: jinaai/jina-reranker-v1-tiny-en
- kshitij3188/PHOENIX-patent-retrieval: Model from Hugging Face: kshitij3188/PHOENIX-patent-retrieval
- jinaai/jina-embeddings-v2-base-zh: Model from Hugging Face: jinaai/jina-embeddings-v2-base-zh
- timm/mobilenetv3_small_100.lamb_in1k: Model from Hugging Face for image classification: timm/mobilenetv3_small_100.lamb_in1k · timm
- jinaai/jina-reranker-v1-turbo-en: Model from Hugging Face: jinaai/jina-reranker-v1-turbo-en
Open interactive answer pack
Updated 2026-09-08 from the live catalog.