Tag: optimization
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Simon Willison’s Weblog: Can LLMs write better code if you keep asking them to “write better code”?
Source URL: https://simonwillison.net/2025/Jan/3/asking-them-to-write-better-code/ Source: Simon Willison’s Weblog Title: Can LLMs write better code if you keep asking them to “write better code”? Feedly Summary: Can LLMs write better code if you keep asking them to “write better code”? Really fun exploration by Max Woolf, who started with a prompt requesting a medium-complexity Python challenge –…
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Hacker News: Can LLMs write better code if you keep asking them to "write better code"?
Source URL: https://minimaxir.com/2025/01/write-better-code/ Source: Hacker News Title: Can LLMs write better code if you keep asking them to "write better code"? Feedly Summary: Comments AI Summary and Description: Yes **Short Summary with Insight:** The text presents an extensive exploration of using large language models (LLMs), specifically Claude 3.5 Sonnet, for code optimization. It discusses various…
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Hacker News: Notes on the New Deepseek v3
Source URL: https://composio.dev/blog/notes-on-new-deepseek-v3/ Source: Hacker News Title: Notes on the New Deepseek v3 Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the release of Deepseek’s v3 model, a 607B mixture-of-experts model that showcases exceptional performance, surpassing both open-source and proprietary competitors at a significantly lower training cost. It highlights the engineering…
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Hacker News: Cloud Efficiency at Netflix
Source URL: https://netflixtechblog.com/cloud-efficiency-at-netflix-f2a142955f83 Source: Hacker News Title: Cloud Efficiency at Netflix Feedly Summary: Comments AI Summary and Description: Yes Short Summary: The text discusses Netflix’s utilization of Amazon Web Services (AWS) to enhance cloud efficiency through a two-component data solution, Foundational Platform Data (FPD) and Cloud Efficiency Analytics (CEA). This approach aims to provide clear…
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Hacker News: DeepSeek-VL2: MoE Vision-Language Models for Advanced Multimodal Understanding
Source URL: https://github.com/deepseek-ai/DeepSeek-VL2 Source: Hacker News Title: DeepSeek-VL2: MoE Vision-Language Models for Advanced Multimodal Understanding Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces DeepSeek-VL2, a series of advanced Vision-Language Models designed to improve multimodal understanding. With competitive performance across various tasks, these models leverage a Mixture-of-Experts architecture for efficiency. This is…
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Hacker News: KAG – Knowledge Graph RAG Framework
Source URL: https://github.com/OpenSPG/KAG Source: Hacker News Title: KAG – Knowledge Graph RAG Framework Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text introduces KAG (Knowledge Augmented Generation), a framework leveraging large language models (LLMs) to enhance logical reasoning and Q&A capabilities in specialized domains. It overcomes traditional challenges in vector similarity and graph…
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Hacker News: I Run LLMs Locally
Source URL: https://abishekmuthian.com/how-i-run-llms-locally/ Source: Hacker News Title: I Run LLMs Locally Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses how to set up and run Large Language Models (LLMs) locally, highlighting hardware requirements, tools, model choices, and practical insights on achieving better performance. This is particularly relevant for professionals focused on…
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Hacker News: All You Need Is 4x 4090 GPUs to Train Your Own Model
Source URL: https://sabareesh.com/posts/llm-rig/ Source: Hacker News Title: All You Need Is 4x 4090 GPUs to Train Your Own Model Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides a detailed guide on building a custom machine learning rig specifically for training Large Language Models (LLMs) using high-performance hardware. It highlights the significance…