AI Models

419 models · 2 new in 60d

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  • Embeddinggemma 2 GGUFNewOpen

    unsloth · self-host

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    Best for: Trending on HuggingFace (285 likes this week)

    How: Available on Hugging Face. 72K downloads.

    Example: from transformers import AutoModelForCausalLM; model = AutoModelForCausalLM.from_pretrained("unsloth/embeddinggemma-2-GGUF")

    ggufembeddingfeature-extractionmultimodal-embeddingmultimodal

    API: huggingface.co/unsloth/embeddinggemma-2-GGUF

    Auto-discovered from HuggingFace trending. 285 likes, 72K downloads.

  • Embeddinggemma 2NewOpen

    google · self-host

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    Best for: Trending on HuggingFace (2122 likes this week)

    How: Available on Hugging Face. 125K downloads.

    Example: from transformers import AutoModelForCausalLM; model = AutoModelForCausalLM.from_pretrained("google/embeddinggemma-2")

    transformerssafetensorsembedding_gemma2feature-extractionembedding

    API: huggingface.co/google/embeddinggemma-2

    Auto-discovered from HuggingFace trending. 2122 likes, 125K downloads.

  • Nomic Embed Text v2-MoEOpen

    Nomic AI · 8K tokens · self-host

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    Best for: Self-hosted RAG, privacy-first search, zero-cost embeddings

    How: Self-host for zero cost. Comparable quality to OpenAI embeddings.

    Example: Run alongside pgvector on the same server — full RAG pipeline with zero API costs.

    MoE embeddingmatryoshkaApache 2.0self-hostable
    Hardware to self-host
    VRAM: 2GB or CPU-only
    GPU: Any — runs on CPU at reasonable speed
    RAM: 4-8GB system RAM

    Tiny MoE embedding model. CPU inference is fast enough for most use cases.

    API: pip install nomic OR Ollama. Also hosted on Nomic Atlas.