Tag: model architecture
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Simon Willison’s Weblog: OK, I can partly explain the LLM chess weirdness now
Source URL: https://simonwillison.net/2024/Nov/21/llm-chess/#atom-everything Source: Simon Willison’s Weblog Title: OK, I can partly explain the LLM chess weirdness now Feedly Summary: OK, I can partly explain the LLM chess weirdness now Last week Dynomight published Something weird is happening with LLMs and chess pointing out that most LLMs are terrible chess players with the exception of…
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Hacker News: OK, I can partly explain the LLM chess weirdness now
Source URL: https://dynomight.net/more-chess/ Source: Hacker News Title: OK, I can partly explain the LLM chess weirdness now Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text explores the unexpected performance of the GPT-3.5-turbo-instruct model in playing chess compared to other large language models (LLMs), primarily focusing on the effectiveness of prompting techniques, instruction…
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Hacker News: Something weird is happening with LLMs and chess
Source URL: https://dynomight.substack.com/p/chess Source: Hacker News Title: Something weird is happening with LLMs and chess Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses experimental attempts to make large language models (LLMs) play chess, revealing significant variability in performance across different models. Notably, while models like GPT-3.5-turbo-instruct excelled in chess play, many…
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Hacker News: LoRA vs. Full Fine-Tuning: An Illusion of Equivalence
Source URL: https://arxiv.org/abs/2410.21228 Source: Hacker News Title: LoRA vs. Full Fine-Tuning: An Illusion of Equivalence Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper presents a comparative study of Low-Rank Adaptation (LoRA) and full fine-tuning for large language models (LLMs). It reveals significant differences in how each method alters pre-trained models, particularly focusing…
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Cloud Blog: Powerful infrastructure innovations for your AI-first future
Source URL: https://cloud.google.com/blog/products/compute/trillium-sixth-generation-tpu-is-in-preview/ Source: Cloud Blog Title: Powerful infrastructure innovations for your AI-first future Feedly Summary: The rise of generative AI has ushered in an era of unprecedented innovation, demanding increasingly complex and more powerful AI models. These advanced models necessitate high-performance infrastructure capable of efficiently scaling AI training, tuning, and inferencing workloads while optimizing…
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Hacker News: OSI readies controversial Open AI definition
Source URL: https://lwn.net/SubscriberLink/995159/a37fb9817a00ebcb/ Source: Hacker News Title: OSI readies controversial Open AI definition Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the Open Source Initiative’s (OSI) efforts to define Open Source AI and the resulting Open Source AI Definition (OSAID) set to be published soon. It highlights ongoing debates within the…
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Hacker News: IBM Granite 3.0: open enterprise models
Source URL: https://www.ibm.com/new/ibm-granite-3-0-open-state-of-the-art-enterprise-models Source: Hacker News Title: IBM Granite 3.0: open enterprise models Feedly Summary: Comments AI Summary and Description: Yes Summary: IBM has launched Granite 3.0, an advanced series of large language models (LLMs) developed for enterprise applications, emphasizing safety, cost-efficiency, and performance. The open-source models and detailed training disclosures mark a significant commitment…