Experimental News Clipping Site

Tag: fine-tuning

  • Hacker News: I Run LLMs Locally

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    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…

  • Simon Willison’s Weblog: DeepSeek_V3.pdf

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    Source URL: https://simonwillison.net/2024/Dec/26/deepseek-v3/#atom-everything Source: Simon Willison’s Weblog Title: DeepSeek_V3.pdf Feedly Summary: DeepSeek_V3.pdf The DeepSeek v3 paper (and model card) are out, after yesterday’s mysterious release of the undocumented model weights. Plenty of interesting details in here. The model pre-trained on 14.8 trillion “high-quality and diverse tokens" (not otherwise documented). Following this, we conduct post-training, including…

  • Hacker News: Ocular AI (YC W24) Is Hiring

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    Source URL: https://www.ycombinator.com/companies/ocular-ai/jobs/BFBHWQd-member-of-technical-staff-founding-backend-engineer Source: Hacker News Title: Ocular AI (YC W24) Is Hiring Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides insights into Ocular AI, a data annotation engine designed for generative AI, computer vision, and enterprise AI models. This is particularly relevant for professionals in AI and cloud computing due…

  • Hacker News: DeepSeek-V3

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    Source URL: https://github.com/deepseek-ai/DeepSeek-V3 Source: Hacker News Title: DeepSeek-V3 Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces DeepSeek-V3, a significant advancement in language model technology, showcasing its innovative architecture and training techniques designed for improving efficiency and performance. For AI, cloud, and infrastructure security professionals, the novel methodologies and benchmarks presented can…

  • Hacker News: O3 "Arc AGI" Postmortem

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    Source URL: https://garymarcus.substack.com/p/c39 Source: Hacker News Title: O3 "Arc AGI" Postmortem Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses criticisms surrounding OpenAI’s recent advancements, particularly focusing on the misconceptions around its new model (referred to as “o3”) and its implications for AGI (Artificial General Intelligence). Experts argue that the performance metrics…

  • AWS News Blog: Accelerate foundation model training and fine-tuning with new Amazon SageMaker HyperPod recipes

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    Source URL: https://aws.amazon.com/blogs/aws/accelerate-foundation-model-training-and-fine-tuning-with-new-amazon-sagemaker-hyperpod-recipes/ Source: AWS News Blog Title: Accelerate foundation model training and fine-tuning with new Amazon SageMaker HyperPod recipes Feedly Summary: Amazon SageMaker HyperPod recipes help customers get started with training and fine-tuning popular publicly available foundation models, like Llama 3.1 405B, in just minutes with state-of-the-art performance. AI Summary and Description: Yes **Summary:**…

  • AWS News Blog: Accelerate foundation model training and fine-tuning with new Amazon SageMaker HyperPod recipes

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    Source URL: https://aws.amazon.com/blogs/aws/accelerate-foundation-model-training-and-fine-tuning-with-new-amazon-sagemaker-hyperpod-recipes/ Source: AWS News Blog Title: Accelerate foundation model training and fine-tuning with new Amazon SageMaker HyperPod recipes Feedly Summary: Amazon SageMaker HyperPod recipes help customers get started with training and fine-tuning popular publicly available foundation models, like Llama 3.1 405B, in just minutes with state-of-the-art performance. AI Summary and Description: Yes **Summary:**…

  • Cloud Blog: Optimizing RAG retrieval: Test, tune, succeed

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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/optimizing-rag-retrieval/ Source: Cloud Blog Title: Optimizing RAG retrieval: Test, tune, succeed Feedly Summary: Retrieval-augmented generation (RAG) supercharges large language models (LLMs) by connecting them to real-time, proprietary, and specialized data. This helps LLMs deliver more accurate, relevant, and contextually aware responses, minimizing hallucinations and building trust in AI applications. But RAG can be…

  • Hacker News: No More Adam: Learning Rate Scaling at Initialization Is All You Need

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    Source URL: https://arxiv.org/abs/2412.11768 Source: Hacker News Title: No More Adam: Learning Rate Scaling at Initialization Is All You Need Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a novel optimization technique called SGD-SaI that enhances the stochastic gradient descent (SGD) algorithm for training deep neural networks. This method simplifies the process…

  • OpenAI : OpenAI o1 and new tools for developers

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    Source URL: https://openai.com/index/o1-and-new-tools-for-developers Source: OpenAI Title: OpenAI o1 and new tools for developers Feedly Summary: Introducing OpenAI o1, Realtime API improvements, a new fine-tuning method and more for developers AI Summary and Description: Yes Summary: The introduction of OpenAI’s o1 and its accompanying real-time API improvements signifies a significant advancement for developers, particularly in the…