Best EmbeddingGemma Alternatives in 2025
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Gemma 3n brings powerful multimodal AI to the edge. Run image, audio, video, & text AI on devices with limited memory.
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Gemma 3 270M: Compact, hyper-efficient AI for specialized tasks. Fine-tune for precise instruction following & low-cost, on-device deployment.
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Gemma 3: Google's open-source AI for powerful, multimodal apps. Build multilingual solutions easily with flexible, safe models.
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Gemma 2 offers best-in-class performance, runs at incredible speed across different hardware and easily integrates with other AI tools, with significant safety advancements built in.
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FastEmbed is a lightweight, fast, Python library built for embedding generation. We support popular text models. Please open a Github issue if you want us to add a new model.
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Unlock powerful multilingual text understanding with Qwen3 Embedding. #1 MTEB, 100+ languages, flexible models for search, retrieval & AI.
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Gemma is a family of lightweight, open models built from the research and technology that Google used to create the Gemini models.
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embaas offers powerful features like embedding generation, document text extraction, document to emb
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ggml is a tensor library for machine learning to enable large models and high performance on commodity hardware.
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jina-embeddings-v3 is a frontier multilingual text embedding model with 570M parameters and 8192 token-length, outperforming the latest proprietary embeddings from OpenAI and Cohere on MTEB.
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Mini-Gemini supports a series of dense and MoE Large Language Models (LLMs) from 2B to 34B with image understanding, reasoning, and generation simultaneously. We build this repo based on LLaVA.
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Embedchain: The open-source RAG framework to simplify building & deploying personalized LLM apps. Go from prototype to production with ease & control.
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Snowflake Arctic embed: High-performance, efficient open-source text embeddings for RAG & semantic search. Improve AI accuracy & cut costs.
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lightweight, standalone C++ inference engine for Google's Gemma models.
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BAGEL: Open-source multimodal AI from ByteDance-Seed. Understands, generates, edits images & text. Powerful, flexible, comparable to GPT-4o. Build advanced AI apps.
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Integrate local AI capabilities into your applications with Embeddable AI. Lightweight, cross-platform, and multi-modal - power up your app today!
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CodeGemma is a lightweight open-source code model series by Google, designed for code generation and comprehension. With various pre-trained variants, it enhances programming efficiency and code quality.
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WordLlama is a utility for natural language processing (NLP) that recycles components from large language models (LLMs) to create efficient and compact word representations, similar to GloVe, Word2Vec, or FastText.
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Discover Gemini, Google's advanced AI model designed to revolutionize AI interactions. With multimodal capabilities, sophisticated reasoning, and advanced coding abilities, Gemini empowers researchers, educators, and developers to uncover knowledge, simplify complex subjects, and generate high-quality code. Explore the potential and possibilities of Gemini as it transforms industries worldwide.
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GLM-4.5V: Empower your AI with advanced vision. Generate web code from screenshots, automate GUIs, & analyze documents & video with deep reasoning.
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MonsterGPT: Fine-tune & deploy custom AI models via chat. Simplify complex LLM & AI tasks. Access 60+ open-source models easily.
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DeepGemini: Multi-model AI orchestration. Integrate DeepSeek, Claude, OpenAI & more. Flexible workflows, OpenAI API compatible. Open-source!
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The LlamaEdge project makes it easy for you to run LLM inference apps and create OpenAI-compatible API services for the Llama2 series of LLMs locally.
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Scale enterprise video production with Gemelo AI. Automate translation & creation of authentic, multilingual content with perfect AI lip-sync & AI Twins.
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The SFR-Embedding-Mistral marks a significant advancement in text-embedding models, building upon the solid foundations of E5-mistral-7b-instruct and Mistral-7B-v0.1.
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Explore Local AI Playground, a free app for offline AI experimentation. Features include CPU inferencing, model management, and more.
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CogniSelect SDK: Build AI apps that run LLMs privately in the browser. Get zero-cost runtime, total data privacy & instant scalability.
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Model2Vec is a technique to turn any sentence transformer into a really small static model, reducing model size by 15x and making the models up to 500x faster, with a small drop in performance.
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Build & deploy enterprise AI faster with Vertex AI. Your unified platform for generative AI, ML & MLOps, powered by Gemini models.
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LocalGPT - open-source app for private document conversations. Advanced language models, data privacy, supports multiple models & embeddings. Ideal for research, learning, legal. Secure & powerful.