Hermes 4: la IA híbrida que fusiona razonamiento y plasticidad. Un modelo transparente, abierto y comparable a los más avanzados. Descubre el futuro de la IA.
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Text Shot: Behind Hermes 4’s capabilities lies a sophisticated training infrastructure that Nous Research has developed over several years. The models were trained using two novel systems: DataForge, a graph-based synthetic data generator, and Atropos, an open-source reinforcement learning framework. DataForge creates training data through what the company describes as “random walks” through directed graphs, transforming simple pre-training data into complex instruction-following examples. The system can, for instance, take a Wikipedia article and transform it into a rap song, then generate questions and answers based on that transformation. Atropos, meanwhile, operates like hundreds of specialized training environments where AI models practice specific skills—mathematics, coding, tool use, and creative writing—receiving feedback only when they produce correct solutions. This “rejection sampling” approach ensures that only verified, high-quality responses make it into the training…
Nous Research drops Hermes 4 AI models that outperform ChatGPT without content restrictions venturebeat.com/ai/nous-research-drops-h... #AI #Hermes4