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bend-ml
Machine learning in Bend 2. A bad matrix shape is a type error. GPT-2 small matches PyTorch token for token.
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Halo
Post-training framework for open-source models. Up to 2.8x TRL throughput, less peak memory, weights stay HuggingFace-native.
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scikit-learn workflows on Apple Metal GPU. Change the import, keep fit/predict. Falls back to CPU when it has to.
SeaCat
A system one model like Jev. Typed answers with probabilities, no generated text. pip install seacat or npm install seacat-ai.
spring-ai-agents-md
Zero-config Spring Boot starter that adds AGENTS.md support to Spring AI apps. First-party.
