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To feed growing demand for octopus, Spain relies on foreign fisheries

To feed growing demand for octopus, Spain relies on foreign fisheries

Yahoo2 days ago
Spain is turning to farms and foreign fisheries to meet the growing demand for octopus. This shift comes as Spain's octopus population faces a decline due to overfishing and environmental changes. (AP Video by María Gestoso and Annika Hammerschlag. Produced by Julián Trejo Bax)
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Atletico Madrid and Juventus open surprise talks over double deal
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Atletico Madrid and Juventus open surprise talks over double deal

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Buzzy AI startup Multiverse creates two of the smallest high-performing models ever

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time40 minutes ago

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Buzzy AI startup Multiverse creates two of the smallest high-performing models ever

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They're here to deliver the insights that fuel startup growth and sharpen your edge. Don't miss the 20th anniversary of TechCrunch Disrupt, and a chance to learn from the top voices in tech — grab your ticket now and save up to $675 before prices rise. San Francisco | REGISTER NOW 'We have a compression technology that is not the typical compression technology that the people from computer science or machine learning will do, because we come from quantum physics,' he described. 'It's a more subtle and more refined compression algorithm.' The company has already released a long list of compressed versions of open-source models, especially popular small models like Llama 4 Scout or Mistral Small 3.1. And it just launched compressed versions of OpenAI's two new open models. It has also compressed some very large models – it offers a DeepSeek R1 Slim, for instance. But since it's in the business of making models smaller, it has focused extra attention on making the smallest yet most powerful models possible. Its two new models are so small that they can bring chat AI capabilities to just about any IoT device and work without an internet connection, the company says. It humorously calls this family the Model Zoo because it's naming the products based on animal brain sizes. A model it calls SuperFly is a compressed version of Hugging Face's open-source model SmolLM2 135. The original has 135M parameters and was developed for on-device uses. SuperFly is 94M parameters, which Orús likens to the size of a fly's brain. 'This is like having a fly, but a little bit more clever,' he said. SuperFly is designed to be trained on very restricted data, like a device's operations. Multiverse envisions it embedded into home appliances, allowing users to operate them with voice commands like 'start quick wash' for a washing machine. Or users can ask troubleshooting questions. With a little processing power (like an Arduino), the model can handle a voice interface, as the company showed in a live demo to TechCrunch. The other model is named ChickBrain, and is larger at 3.2 billion parameters, but is also far more capable and has reasoning capabilities. It's a compressed version of Meta's Llama 3.1 8B model, Multiverse says. Yet it's small enough to run on a MacBook, no internet connection required. More importantly, Orús said that ChickBrain actually slightly outperforms the original in several standard benchmarks, including the language-skill benchmark MMLU-Pro, math skills benchmarks Math 500 and GSM8K, and the general knowledge benchmark GPQA Diamond. Here are the results of Multiverse's internal tests of ChickBrain on the benchmarks. The company didn't offer benchmark results for SuperFly but Multiverse also isn't targeting SuperFly at use cases that require reasoning. 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BBVA Has Appealed Spain's Ban on Integrating Sabadell After Deal
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Bloomberg

time41 minutes ago

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BBVA Has Appealed Spain's Ban on Integrating Sabadell After Deal

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