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Akhil Theerthala

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https://justareader.com

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reacted to merterbak's post with ❤️ 1 day ago
FlowReasoner is a new system that builds a custom set of small AI agents for every user question. Unlike search based methods it uses reasoning driven optimization with external execution feedback. ✅ First, it distills reasoning data using DeepSeek R1-671B to build multi agent systems. 🤖 ✅ Then, reasoning data used for DeepSeek-R1-Distill-Qwen-7B via supervised fine tuning for basic reasoning skills. 💡 ✅ Finally, RL with GRPO (optimizes by comparing response groups from queries/tasks) to improve reasoning. https://huggingface.co/papers/2504.15257 Code: https://github.com/sail-sg/flowreasoner
updated a dataset 2 days ago
Akhil-Theerthala/PersonalFinance_v2
reacted to Jaward's post with 👀 4 days ago
New reasoning algo just dropped: Adaptive Parallel Reasoning “we propose Adaptive Parallel Reasoning (APR), a novel reasoning framework that enables language models to orchestrate both serialized and parallel computations end-to-end. APR generalizes existing reasoning methods by enabling adaptive multi-threaded inference using spawn() and join() operations.” Paper: https://arxiv.org/pdf/2504.15466 Code: https://github.com/Parallel-Reasoning/APR
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