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Pedro Cuenca

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@pcuenq

ML Engineer at 🤗 Hugging Face | Co-founder at LateNiteSoft (Camera+). I love AI and photography.
Spain Joined May 2019
1.1K Following 7.9K Followers 4.4K Posts

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Pedro Cuenca Verified account @pcuenq
Always point your agent to Sosumi when doing Swift work :) Better results faster.
Mattt Verified account @mattt 8h
Over the last 30 days, Sosumi.ai has served tens of millions of requests to coding agents looking up Apple docs, from about 6,900 (nice) unique IPs/day.

But does it actually help? I built an eval to find out: 41 Swift tasks, mostly new APIs in the OS 27 SDKs, checked by the compiler and per-task rules.

Without docs, Opus, GPT-6.1 Sol, and Sonnet pass about a third of them. With Sosumi, they pass 98%, 97%, and 94%.

Compared to built-in web search, Claude models score 12 to 30 points higher with Sosumi, at about half the cost or less. GPT does slightly better with web search (99%), but at 3× the cost.

Running the eval also turned up a handful of fixes, now live (one framework page was 3 MB 😬). The eval is open source: github.com/NSHipster/sosu…
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Pedro Cuenca Verified account @pcuenq
Child abuse network uncovered in TikTok by @maldita.
They were assisted by a version of Qwen 3.8 Flash Next running locally on two RTX Pro 6000, to avoid sending data _anywhere_. Data analysis, classification, blurring (for comms), all running locally and results stored securely.
David Fernández Verified account @naroh 2d
Sobre esta pedazo de investigación os diré que, en el apartado tecnológico, la hemos llevado adelante utilizando para el procesamiento de datos modelos locales de inteligencia artificial corriendo en un nodo de inferencia propio. Ha sido un desafío muy estimulante.
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Pedro Cuenca Verified account @pcuenq
Cancel your plans for the weekend. Nouamane is back with a new banger.
Nouamane Tazi @Nouamanetazi 6d
📖 The Ultimate MoE Training Handbook 📖

We spent 1/2M GPUh to optimize MoE training and wrote the most comprehensive blog about it. With 30k words and 50+ interactive figures it covers everything from profiling to large cluster training.
huggingface.co/spaces/hugging…
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Pedro Cuenca Verified account @pcuenq
Apple's Core AI models repo is now accepting third-party contributions 🥳

If you have developed some cool ports, this is the best place to share your recipes with the community. Looking at you @JackdeS11 @mattt @kevinqz 😂

github.com/apple/coreai-m…
github.com GitHub - apple/coreai-models: Model export recipes, Python primitives, and Swift runtime utilities... Model export recipes, Python primitives, and Swift runtime utilities for on-device AI - apple/coreai-models