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felipe medeiros

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reacted to OzTianlu's post with ❤️ 2 days ago
🚀 Introducing Asterisk — Hybrid ASPP-Attention Architecture! 🌟 https://huggingface.co/NoesisLab/Asterisk We’re excited to launch Asterisk, a cutting-edge language model by NoesisLab on Hugging Face! 🎉 Built on top of SmolLM2-135M-Instruct, Asterisk integrates Adjacency-Structured Parallel Propagation (ASPP) with standard attention to bring structured reasoning power into language modeling. ✨ Key Highlights: 🔹 Hybrid Architecture – Fuses graph-centric ASPP local reasoning with global attention for richer representations. 🔹 Enhanced Reasoning – ASPP enables iterative local state evolution that complements traditional transformer layers. 🔹 Efficient Design – ~171M parameters with smart supervised fine-tuning (Capybara dataset). 🔹 Flexible & Open – Apache-2.0 licensed and ready to integrate via Hugging Face 🤗 Transformers. 📈 Asterisk showcases how hybrid operators — inspired by theoretical frameworks like the Asterisk Operator — can bring structured reasoning into modern LMs in a scalable way. 👉 Try it out, explore the code, and start building: huggingface.co/NoesisLab/Asterisk
liked a model 3 days ago
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byteshape/Qwen3-30B-A3B-Instruct-2507-GGUF
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