全球开源模型频道

多语 Embedding 标准件；CPU/小 GPU 即可。

A series of multimodal LLMs (MLLMs) designed for vision-language understanding.

ollama run minicpm-v

State-of-the-art large embedding model from mixedbread.ai

ollama run mxbai-embed-large

本地截图/文档视觉问答。

ollama run qwen2-vl

Ollama 默认 embedding 热门选择。

ollama pull nomic-embed-text

文档 OCR / 版面；低显存。

Embedding models on very large sentence level datasets.

ollama run all-minilm

A suite of text embedding models by Snowflake, optimized for performance.

ollama run snowflake-arctic-embed

经典开源视觉对话；Ollama 易装。

ollama run llava

BakLLaVA is a multimodal model consisting of the Mistral 7B base model augmented with the LLaVA architecture.

ollama run bakllava

Embedding model from BAAI mapping texts to vectors.

ollama run bge-large

The IBM Granite Embedding 30M and 278M models models are text-only dense biencoder embedding models, with 30M available in English only and 278M serving multilingual use cases.

ollama run granite-embedding

nomic-embed-text-v2-moe is a multilingual MoE text embedding model that excels at multilingual retrieval.

ollama run nomic-embed-text-v2-moe

Snowflake's frontier embedding model. Arctic Embed 2.0 adds multilingual support without sacrificing English performance or scalability.

ollama run snowflake-arctic-embed2

Hugging Face GGUF · downloads ~4,957,500. Repo: mixedbread-ai/mxbai-embed-large-v1

A GPT-4o Level MLLM for Single Image, Multi Image and High-FPS Video Understanding on Your Phone

ollama run minicpm-v4.5

A Pocket-Sized MLLM for Ultra-Efficient Image and Video Understanding on Your Phone

ollama run minicpm-v4.6

Hugging Face GGUF · downloads ~333,698. Repo: GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-Thinking-GGUF

Hugging Face GGUF · downloads ~281,799. Repo: unsloth/bge-small-en-v1.5-GGUF

Hugging Face GGUF · downloads ~273,657. Repo: Snowflake/snowflake-arctic-embed-m-v1.5