Tag: supervised learning
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Hacker News: The First LLM
Source URL: https://thundergolfer.com/blog/the-first-llm Source: Hacker News Title: The First LLM Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides a historical overview and personal reflections on the development of large language models (LLMs), particularly focusing on the contributions of various models and researchers leading up to the advent of GPT-1. It highlights…
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Hacker News: Why Tool AIs Want to Be Agent AIs (2016)
Source URL: https://gwern.net/tool-ai Source: Hacker News Title: Why Tool AIs Want to Be Agent AIs (2016) Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a deep examination of the differing paradigms of autonomous AI systems, namely Agent AIs and Tool AIs, discussing their functionalities, risks, and economic implications. It highlights the…
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Hacker News: DeepSeek-R1
Source URL: https://github.com/deepseek-ai/DeepSeek-R1 Source: Hacker News Title: DeepSeek-R1 Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents advancements in AI reasoning models, specifically DeepSeek-R1-Zero and DeepSeek-R1, emphasizing the unique approach of training solely through large-scale reinforcement learning (RL) without initial supervised fine-tuning. These models demonstrate significant reasoning capabilities and highlight breakthroughs in…
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Hacker News: Fine-Tuning LLMs: A Review of Technologies, Research, Best Practices, Challenges
Source URL: https://arxiv.org/abs/2408.13296 Source: Hacker News Title: Fine-Tuning LLMs: A Review of Technologies, Research, Best Practices, Challenges Feedly Summary: Comments AI Summary and Description: Yes Summary: This guide extensively covers the fine-tuning of Large Language Models (LLMs), detailing methodologies, techniques, and practical applications. Its relevance to AI and LLM security professionals is underscored by discussions…