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gianlucamazza
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https://gianlucamazza.it

AI & ML interests

LLM systems in production, agent state and recovery, evaluation, inference cost

Recent Activity

posted an update about 1 hour ago
My public work on the Hub: the emotional-memory demo and benchmark dataset, the mklang playground, the affective-fly demo, and an int4 ONNX Runtime GenAI copy of SmolLM2-360M-Instruct. Each card states what it is for and where it stops working. The SmolLM2 copy is experimental, with no quality evaluation. https://huggingface.co/collections/gianlucamazza/agent-memory-affect-mklang-and-local-inference
commentedon their article about 3 hours ago
RAGFS: a filesystem interface for agents, and the query JSON I keep as a retrieval receipt
posted an update 3 days ago
Upstream models my open-source projects run or my articles discuss. Each note says which it is. thenlper/gte-small is real use: RAGFS embeds file chunks with it locally. The two retrieval models from my RAG article, a cross-encoder re-ranker and a bi-encoder, are examples, labelled as such, not claims of production use. https://huggingface.co/collections/gianlucamazza/models-used-in-my-projects-6aca0b3201f38f4c264ac9bf
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