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Alternatives to NVIDIA Garak

Metaflow
MetaflowBuild and manage real-life ML, AI, and data science projects with Metaflow. Open-source framework with versioning, orchestration, and cloud-scale compute originally built at Netflix.
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Microsoft PyRIT
Microsoft PyRITPyRIT is an open source Python framework by Microsoft for red-teaming and identifying security risks in generative AI systems.
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G
Garakgarak is an open-source LLM vulnerability scanner with dozens of plugins and thousands of prompts that test large language model security, backed by NVIDIA.
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R
Ray ServeRay Serve is an open-source, scalable model serving framework built on Ray for deploying ML models, LLMs, and multi-model pipelines in production.
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HumanEval
HumanEvalHumanEval is OpenAI's open-source benchmark of 164 hand-written Python problems for evaluating large language models on code generation using functional correctness.
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LocalAI
LocalAILocalAI is a free, open-source alternative to OpenAI and Anthropic. Run LLMs, image generation, audio, and autonomous agents locally on your own hardware with complete privacy.
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FastChat
FastChatFastChat is an open-source platform for training, serving, and evaluating large language models. Powers Chatbot Arena with OpenAI-compatible APIs and a distributed multi-model serving system.
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Qdrant
QdrantQdrant is a high-performance, open-source vector search engine and database written in Rust. Build production-ready RAG pipelines, recommendation systems, and semantic search at scale.
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Ocean Protocol
Ocean ProtocolOcean Protocol lets you monetize AI models and datasets with full privacy using blockchain-powered Data NFTs, Datatokens, and Compute-to-Data technology.
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Candle
CandleCandle is an open-source, minimalist ML framework for Rust with GPU support, built by Hugging Face. Run LLMs, Whisper, YOLO, and more with high performance.
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