Tag: V3
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Hacker News: Has DeepSeek improved the Transformer architecture
Source URL: https://epoch.ai/gradient-updates/how-has-deepseek-improved-the-transformer-architecture Source: Hacker News Title: Has DeepSeek improved the Transformer architecture Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the innovative architectural advancements in DeepSeek v3, a new AI model that boasts state-of-the-art performance with significantly reduced training times and computational demands compared to its predecessor, Llama 3. Key…
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Hacker News: Qwen2.5-Max: Exploring the Intelligence of Large-Scale Moe Model
Source URL: https://qwenlm.github.io/blog/qwen2.5-max/ Source: Hacker News Title: Qwen2.5-Max: Exploring the Intelligence of Large-Scale Moe Model Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the development and performance evaluation of Qwen2.5-Max, a large-scale Mixture-of-Expert (MoE) model pretrained on over 20 trillion tokens. It highlights significant advancements in model intelligence achieved through scaling…
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Slashdot: DeepSeek Has Spent Over $500 Million on Nvidia Chips Despite Low-Cost AI Claims, SemiAnalysis Says
Source URL: https://tech.slashdot.org/story/25/01/28/1315215/deepseek-has-spent-over-500-million-on-nvidia-chips-despite-low-cost-ai-claims-semianalysis-says?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: DeepSeek Has Spent Over $500 Million on Nvidia Chips Despite Low-Cost AI Claims, SemiAnalysis Says Feedly Summary: AI Summary and Description: Yes Summary: The text discusses a significant market reaction to DeepSeek’s advancements in AI technology and its implications for Nvidia, highlighting the competitive dynamics in the AI sector.…
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Hacker News: Open-R1: an open reproduction of DeepSeek-R1
Source URL: https://huggingface.co/blog/open-r1 Source: Hacker News Title: Open-R1: an open reproduction of DeepSeek-R1 Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the release of DeepSeek-R1, a language model that significantly enhances reasoning capabilities through advanced training techniques, including reinforcement learning. The Open-R1 project aims to replicate and build upon DeepSeek-R1’s methodologies…
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Simon Willison’s Weblog: Anomalous Tokens in DeepSeek-V3 and r1
Source URL: https://simonwillison.net/2025/Jan/26/anomalous-tokens-in-deepseek-v3-and-r1/#atom-everything Source: Simon Willison’s Weblog Title: Anomalous Tokens in DeepSeek-V3 and r1 Feedly Summary: Anomalous Tokens in DeepSeek-V3 and r1 Glitch tokens (previously) are tokens or strings that trigger strange behavior in LLMs, hinting at oddities in their tokenizers or model weights. Here’s a fun exploration of them across DeepSeek v3 and R1.…
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Hacker News: DeepSeek and the Effects of GPU Export Controls
Source URL: https://www.vincentschmalbach.com/deepseek-and-the-effects-of-gpu-export-controls/ Source: Hacker News Title: DeepSeek and the Effects of GPU Export Controls Feedly Summary: Comments AI Summary and Description: Yes Summary: DeepSeek’s unveiling of their V3 model demonstrates that AI advancements do not solely depend on high-end hardware but can be achieved through architectural efficiency. The model, trained on significantly fewer resources…