Tag: distillation
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Hacker News: Gemma 3 Technical Report [pdf]
Source URL: https://storage.googleapis.com/deepmind-media/gemma/Gemma3Report.pdf Source: Hacker News Title: Gemma 3 Technical Report [pdf] Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides a comprehensive technical report on Gemma 3, an advanced multimodal language model introduced by Google DeepMind. It highlights significant architectural improvements, including an increased context size, enhanced multilingual capabilities, and innovations…
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Hacker News: Bolt: Bootstrap Long Chain-of-Thought in LLMs Without Distillation [pdf]
Source URL: https://arxiv.org/abs/2502.03860 Source: Hacker News Title: Bolt: Bootstrap Long Chain-of-Thought in LLMs Without Distillation [pdf] Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper introduces BOLT, a method designed to enhance the reasoning capabilities of large language models (LLMs) by generating long chains of thought (LongCoT) without relying on knowledge distillation. The…
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Hacker News: Understanding Reasoning LLMs
Source URL: https://magazine.sebastianraschka.com/p/understanding-reasoning-llms Source: Hacker News Title: Understanding Reasoning LLMs Feedly Summary: Comments AI Summary and Description: Yes Summary: The text explores advancements in reasoning models associated with large language models (LLMs), focusing particularly on the development of DeepSeek’s reasoning model and various approaches to enhance LLM capabilities through structured training methodologies. This examination is…
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Slashdot: Researchers Created an Open Rival To OpenAI’s o1 ‘Reasoning’ Model for Under $50
Source URL: https://slashdot.org/story/25/02/06/1445231/researchers-created-an-open-rival-to-openais-o1-reasoning-model-for-under-50?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Researchers Created an Open Rival To OpenAI’s o1 ‘Reasoning’ Model for Under $50 Feedly Summary: AI Summary and Description: Yes Summary: The research collaboration between Stanford and the University of Washington is notable for developing an AI reasoning model called s1 for less than $50 in cloud compute credits.…
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Hacker News: S1: The $6 R1 Competitor?
Source URL: https://timkellogg.me/blog/2025/02/03/s1 Source: Hacker News Title: S1: The $6 R1 Competitor? Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a novel AI model that demonstrates significant performance scalability while being cost-effective, leveraging concepts like inference-time scaling and entropix. It highlights the implications of such advancements for AI research, including geopolitics…
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Hacker News: How to Run DeepSeek R1 Distilled Reasoning Models on RyzenAI and Radeon GPUs
Source URL: https://www.guru3d.com/story/amd-explains-how-to-run-deepseek-r1-distilled-reasoning-models-on-amd-ryzen-ai-and-radeon/ Source: Hacker News Title: How to Run DeepSeek R1 Distilled Reasoning Models on RyzenAI and Radeon GPUs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the capabilities and deployment of DeepSeek R1 Distilled Reasoning models, highlighting their use of chain-of-thought reasoning for complex prompt analysis. It details how…
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The Register: DeepSeek means companies need to consider AI investment more carefully
Source URL: https://www.theregister.com/2025/01/31/deepseek_implications/ Source: The Register Title: DeepSeek means companies need to consider AI investment more carefully Feedly Summary: But Chinese startup shakeup doesn’t herald ‘drastic drop’ in need for infrastructure buildout, say analysts Analysis The shockwave following the release of competitive AI models from Chinese startup DeepSeek has led many to question the assumption…
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Hacker News: OpenAI Furious DeepSeek Might Have Stolen All the Data OpenAI Stole from Us
Source URL: https://www.404media.co/openai-furious-deepseek-might-have-stolen-all-the-data-openai-stole-from-us/ Source: Hacker News Title: OpenAI Furious DeepSeek Might Have Stolen All the Data OpenAI Stole from Us Feedly Summary: Comments AI Summary and Description: Yes Summary: The text delves into the controversy surrounding DeepSeek’s development of a competitive large language model (LLM) that potentially utilized OpenAI’s data in a manner seen as…
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Slashdot: OpenAI Says It Has Evidence DeepSeek Used Its Model To Train Competitor
Source URL: https://slashdot.org/story/25/01/29/1356236/openai-says-it-has-evidence-deepseek-used-its-model-to-train-competitor?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: OpenAI Says It Has Evidence DeepSeek Used Its Model To Train Competitor Feedly Summary: AI Summary and Description: Yes Summary: OpenAI has identified potential misuse of its proprietary AI models by the Chinese startup DeepSeek, which allegedly trained a competing model using techniques that involve learning from OpenAI’s outputs.…