Papers, modelos e datasets em alta no Hugging Face, além do blog oficial — com leitura editorial em português.
Modelo de modelo — 986 downloads e 136 curtidas no Hugging Face.
Modelo de modelo em alta no Hugging Face — 445 downloads e 42 curtidas da comunidade.
Modelo de geração de texto · 12 B de parâmetros — 7.2 mil downloads e 139 curtidas no Hugging Face.
Multimodal Chain-of-Thought reasoning shows selective effectiveness across different tasks, with limitations in maintaining visual introspection during reasoning processes.
PolicyTrim is a reinforcement learning-based framework that enhances VLA model efficiency by extending reliable action chunk lengths and reducing redundant physical steps through d…
Libretto provides a structured framework for symbolic music generation and revision using LLM-native grammar and statistical evaluation across musical dimensions.
PlanBench-XL evaluates large language model agents' ability to plan and adapt in complex tool-rich environments with limited visibility and dynamic disruptions.
Cisco Foundation AI has open-sourced FAPO (Fully Automated Prompt Optimization), a Claude Code-driven system that autonomously optimizes multi-step LLM pipelines from baseline prompts to target accuracy. FAPO evaluates a chain, attributes failures at the step level, proposes variants across prompt, parameter, and chain-structure levels, and validates each through an independent reviewer. In Cisco's evaluation, it beat GEPA on 15 of 18 model-benchmark comparisons. Here's how the optimization loop...
Nous Research has added a Blank Slate setup mode to its open-source Hermes Agent. It starts an agent with everything off except provider, model, File Operations, and Terminal. You opt in to the rest. The post Nous Research Updates Hermes Agent With a Blank Slate Mode That Pins Toolsets via platform_toolsets.cli and disabled_toolsets appeared first on MarkTechPost .
"These are not your friends. These are not conscious beings. These are not sentient interlocutors.”
Dataset com 100 mil – 1 milhão de exemplos — 229 downloads no Hugging Face. Shell-Code-Large Shell-Code-Large is a large-scale corpus of Shell scripting source code comprising approximately 640,000 code samples stored in JSON…
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