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Categories Artificial intelligence

This AI paper from DeepSeek-AI Explores How DeepSeek-V3 Delivers High-Performance Language Modeling by Minimizing Hardware Overhead and Maximizing Computational Efficiency

  • By lee
  • May 17, 2025

[ad_1] The growth in developing and deploying large language models (LLMs) is closely tied to architectural innovations, large-scale datasets, and hardware improvements. Models like…

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Categories Artificial intelligence

This AI Paper Introduces Effective State-Size (ESS): A Metric to Quantify Memory Utilization in Sequence Models for Performance Optimization

  • By lee
  • May 11, 2025

[ad_1] In machine learning, sequence models are designed to process data with temporal structure, such as language, time series, or signals. These models track…

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Categories Artificial intelligence

This AI Paper Introduces the Kolmogorov-Test: A Compression-as-Intelligence Benchmark for Evaluating Code-Generating Language Models

  • By lee
  • March 27, 2025

[ad_1] Compression is a cornerstone of computational intelligence, deeply rooted in the theory of Kolmogorov complexity, which defines the minimal program needed to reproduce…

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Categories Artificial intelligence

This AI Paper Introduces PLAN-AND-ACT: A Modular Framework for Long-Horizon Planning in Web-Based Language Agents

  • By lee
  • March 26, 2025

[ad_1] Large language models are powering a new wave of digital agents to handle sophisticated web-based tasks. These agents are expected to interpret user…

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Categories Artificial intelligence

This AI Paper Introduces a Latent Token Approach: Enhancing LLM Reasoning Efficiency with VQ-VAE Compression

  • By lee
  • March 20, 2025

[ad_1] Large Language Models (LLMs) have shown significant improvements when explicitly trained on structured reasoning traces, allowing them to solve mathematical equations, infer logical…

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