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Loubna Ben Allal

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SmolLM: The Rise of Smol ModelsUphill Conf 20252025-04-24
Claims that compact models match much larger ones by training choices and data curation: SmolLM family has 100M, 300M, 1.7B variants, pretraining mixes curated…
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Interview with Loubna Ben AllalUphill Conf 20252025-04-24
Describes building small LMs for phones that trade accuracy for much lower inference cost, outlines experiments on training and runtime efficiency, and…
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Keynote: Pre-training and Fine-tuning of Code Generation ModelsKubeCon + CloudNativeCon + Open Source Summit China 20232023-09-26
A 15B code model called StarCoder trains on permissive‑license GitHub plus issues, commits and notebooks with deduplication, decontamination and PII removal…
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