ai/qwen3-embedding-vllm

Docker

Qwen3 Embedding: multilingual models for advanced text/ranking tasks like retrieval & clustering.

ai/mistral-nemo

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Mistral fine-tuned via NVIDIA NeMo for smoother enterprise use

ai/seed-oss

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Designed for reasoning, agent and general capabilities, and versatile developer-friendly features

ai/magistral-small-3.2

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24B multimodal instruction model by Mistral AI, tuned for accuracy, tool use & fewer repeats

ai/nomic-embed-text-v1.5

Docker

Nomic Embed Text v1 is an open‑source, fully auditable text embedding model

ai/gpt-oss-vllm

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OpenAI’s open-weight models designed for powerful reasoning, agentic tasks

ai/smolvlm

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SmolVLM: lightweight multimodal model for video, image, and text analysis, optimized for devices.

ai/mxbai-embed-large

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mxbai-embed-large-v1 is a top English embed model by Mixedbread AI, great for RAG and more.

ai/granite-4.0-nano

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Granite-4.0-nano: lightweight instruct model trained via SFT, RL, and merging on diverse data.

ai/devstral-small

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Agentic coding LLM (24B) fine-tuned from Mistral-Small-3.1 with a 128K context window

ai/qwen3-reranker

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Multilingual reranking model for text retrieval, scoring document relevance across 119 languages.

ai/qwq

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Experimental Qwen variant—lean, fast, and a bit mysterious

ai/smollm2-vllm

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SmolVLM: lightweight multimodal model for video, image, and text analysis, optimized for devices

ai/granite-4.0-h-tiny

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7B long-context instruct model with RL alignment, IF, tool use, and enterprise optimization.

ai/moondream2

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An open-source visual language model that interprets images via text prompts, fast and powerful.

ai/granite-embedding-multilingual

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Granite Embedding Multilingual is a 278 million parameter, encoder‑only XLM‑RoBERTa‑style

ai/glm-4.7-flash-vllm

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GLM-4.7-Flash is a top 30B-A3B MoE, balancing strong performance with efficient deployment.

ai/devstral-small-2

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Devstral Small 2 is an FP8 instruct LLM for agentic SWE tasks, codebase tooling, and SWE-bench.

ai/granite-4.0-h-small

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32B long-context instruct model with RL alignment, IF, tool use, and enterprise optimization.

ai/functiongemma

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FunctionGemma is a 270M open model for fine-tuned, offline function-calling agents on small devices.

ai/stable-diffusion

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Image generation model, uses a base latent diffusion model plus a refiner.

ai/granite-4.0-h-micro

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3B long-context instruct model with RL alignment, IF, tool calling, and enterprise readiness.

ai/granite-4.0-h-nano

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Granite-4.0-h-nano: lightweight instruct model trained via SFT, RL, and merging on diverse data.

ai/snowflake-arctic-embed-l-v2-vllm

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Snowflake’s Arctic-Embed v2.0 boosts multilingual retrieval and efficiency

ai/functiongemma-vllm

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FunctionGemma is a 270M open model for fine-tuned, offline function-calling agents on small devices.

ai/granite-4.0-micro

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3B long-context instruct model with RL alignment, IF, tool use, and enterprise optimization.

ai/embeddinggemma-vllm

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Embedding Gemma is a state-of-the-art text embedding model from Google DeepMind

ai/all-minilm-l6-v2-vllm

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all-MiniLM-L6-v2 is a sentence-transformers, maps sentences & paragraphs to a 384 dimensional vector