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Albert Villanova del Moral
albertvillanova
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avillanovamoral
albertvillanova
albertvillanova
albertvillanova.bsky.social
AI & ML interests
ML Engineer @ Hugging Face: Agents (Science)
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Frontier models use distillation as a step of their post-training pipelines. In 2026 it has three jobs: compress a big model into a small one, merge RL experts into a single model, and let a model teach itself. I wrote up which frontier models use each one and how: https://huggingface.co/blog/sergiopaniego/distillation-2026 It pairs with Class 2 of the Training an Agent series Ben and I are doing, where we teach these techniques hands-on with TRL!
reacted
to
sergiopaniego
's
post
with 🔥
11 days ago
Frontier models use distillation as a step of their post-training pipelines. In 2026 it has three jobs: compress a big model into a small one, merge RL experts into a single model, and let a model teach itself. I wrote up which frontier models use each one and how: https://huggingface.co/blog/sergiopaniego/distillation-2026 It pairs with Class 2 of the Training an Agent series Ben and I are doing, where we teach these techniques hands-on with TRL!
reacted
to
sergiopaniego
's
post
with 👍
11 days ago
Frontier models use distillation as a step of their post-training pipelines. In 2026 it has three jobs: compress a big model into a small one, merge RL experts into a single model, and let a model teach itself. I wrote up which frontier models use each one and how: https://huggingface.co/blog/sergiopaniego/distillation-2026 It pairs with Class 2 of the Training an Agent series Ben and I are doing, where we teach these techniques hands-on with TRL!
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albertvillanova/tests-raw-jsonl
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