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Alternatives to Flower Federated

EleutherAI Open LLM
EleutherAI Open LLMEleutherAI is a nonprofit AI research collective that trains and releases open-source LLMs, advancing interpretability, alignment, and language modeling research.
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OpenAI Evals
OpenAI EvalsOpenAI Evals is an open-source framework for evaluating large language models and LLM systems, featuring a community registry of benchmarks and support for custom private evals.
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Guardrails Hub
Guardrails HubGuardrails Hub by Guardrails AI offers 70+ open-source validators for LLM safety, covering PII detection, jailbreak prevention, bias checking, NSFW filtering, and factuality validation.
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Milvus AI Vector DB
Milvus AI Vector DBMilvus is an open-source vector database built for GenAI applications. Perform high-speed similarity searches and scale to tens of billions of vectors with minimal performance loss.
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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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MLRun
MLRunMLRun is an open-source AI orchestration framework for managing ML and generative AI pipelines from development to production, with auto-scaling, monitoring, and multi-cloud support.
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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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AI2 (Allen Institute for AI)
AI2 (Allen Institute for AI)Ai2 is a nonprofit AI research institute offering fully open LLMs, multimodal models, and AI platforms for science, environment, and robotics. Explore OLMo, Molmo, Semantic Scholar, and more.
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NeMo Guardrails
NeMo GuardrailsNVIDIA's open-source toolkit for adding programmable topical, safety, and dialog guardrails to LLM-based conversational AI systems using the Colang DSL.
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ONNX Runtime
ONNX RuntimeONNX Runtime is Microsoft's open-source AI engine for accelerated machine learning inference and training across cloud, edge, mobile, and web platforms.
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