Tag: demo
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Hacker News: Spark-TTS: Text-2-Speech Model Single-Stream Decoupled Tokens [pdf]
Source URL: https://arxiv.org/abs/2503.01710 Source: Hacker News Title: Spark-TTS: Text-2-Speech Model Single-Stream Decoupled Tokens [pdf] Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses Spark-TTS, an innovative LLM-based text-to-speech model that contributes to advancements in zero-shot TTS synthesis. Its efficient design allows for customizable voice generation through a unique token representation and a…
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Hacker News: Ladder: Self-Improving LLMs Through Recursive Problem Decomposition
Source URL: https://arxiv.org/abs/2503.00735 Source: Hacker News Title: Ladder: Self-Improving LLMs Through Recursive Problem Decomposition Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper introduces LADDER, a novel framework for enhancing the problem-solving capabilities of Large Language Models (LLMs) through a self-guided learning approach. By recursively generating simpler problem variants, LADDER enables models to…
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Hacker News: Differentiable Logic Cellular Automata
Source URL: https://google-research.github.io/self-organising-systems/difflogic-ca/?hn Source: Hacker News Title: Differentiable Logic Cellular Automata Feedly Summary: Comments AI Summary and Description: Yes Summary: This text discusses a novel approach integrating Neural Cellular Automata (NCA) with Deep Differentiable Logic Networks (DLGNs) to create a hybrid model called DiffLogic CA. This model aims to learn local rules within cellular automata…
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Hacker News: Using GRPO to Beat o1, o3-mini and R1 at "Temporal Clue"
Source URL: https://openpipe.ai/blog/using-grpo-to-beat-o1-o3-mini-and-r1-on-temporal-clue Source: Hacker News Title: Using GRPO to Beat o1, o3-mini and R1 at "Temporal Clue" Feedly Summary: Comments AI Summary and Description: Yes Short Summary with Insight: The provided text explores the application of reinforcement learning to enhance the deductive reasoning capabilities of smaller, open-weight models in AI. Specifically, it focuses on…