Best GGML Alternatives in 2025
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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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Gemma 3n brings powerful multimodal AI to the edge. Run image, audio, video, & text AI on devices with limited memory.
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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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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 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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Gemma 3: Google's open-source AI for powerful, multimodal apps. Build multilingual solutions easily with flexible, safe models.
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Libra: Run 70B models on Apple Silicon! Low-bit quantization, adaptive context & agent orchestration. Build resource-aware AI apps.
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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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Enhance language models with Giga's on-premise LLM. Powerful infrastructure, OpenAI API compatibility, and data privacy assurance. Contact us now!
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Transformer Lab: An open - source platform for building, tuning, and running LLMs locally without coding. Download 100s of models, finetune across hardware, chat, evaluate, and more.
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Test cutting-edge Generative AI models running fully offline on your phone. Explore local AI, analyze images, chat & get performance insights with Google AI Edge Gallery.
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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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To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.
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EmbeddingGemma: On-device, multilingual text embeddings for privacy-first AI apps. Get best-in-class performance & efficiency, even offline.
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GoML specializes in Generative AI solutions, collaborating with major players like AWS, Google, Microsoft, and OpenAI.
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CentML streamlines LLM deployment, reduces costs up to 65%, and ensures peak performance. Ideal for enterprises and startups. Try it now!
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Supercharge your generative AI projects with FriendliAI's PeriFlow. Fastest LLM serving engine, flexible deployment options, trusted by industry leaders.
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Genkit is an open-source framework for building full-stack AI-powered applications, built and used in production by Google's Firebase.
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BAML helps developers build 10x more reliable, type-safe AI agents. Get structured outputs from any LLM & streamline your AI development workflow.
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A high-throughput and memory-efficient inference and serving engine for LLMs
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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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LM Studio is an easy to use desktop app for experimenting with local and open-source Large Language Models (LLMs). The LM Studio cross platform desktop app allows you to download and run any ggml-compatible model from Hugging Face, and provides a simple yet powerful model configuration and inferencing UI. The app leverages your GPU when possible.
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Shimmy: Zero-config Rust server for local LLMs. Seamless OpenAI API compatibility means no code changes. Fast, private GGUF/SafeTensors inference.
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Privately tune and deploy open models using reinforcement learning to achieve frontier performance.
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lightweight, standalone C++ inference engine for Google's Gemma models.
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The New Paradigm of Development Based on MaaS , Unleashing AI with our universal model service
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Kolosal AI is an open-source platform that enables users to run large language models (LLMs) locally on devices like laptops, desktops, and even Raspberry Pi, prioritizing speed, efficiency, privacy, and eco-friendliness.
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ChatGLM-6B is an open CN&EN model w/ 6.2B paras (optimized for Chinese QA & dialogue for now).
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Struggling with unreliable Generative AI? Future AGI is your end-to-end platform for evaluation, optimization, & real-time safety. Build trusted AI faster.
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GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)