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Tag: model development

  • Hacker News: AI’s Slowdown Is Everyone Else’s Opportunity

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    Source URL: https://www.bloomberg.com/opinion/articles/2024-11-20/ai-slowdown-is-everyone-else-s-opportunity Source: Hacker News Title: AI’s Slowdown Is Everyone Else’s Opportunity Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a critical perspective on the contemporary challenges facing artificial intelligence, particularly generative models. It highlights a shift in expectations regarding the improvement of AI capabilities in relation to data and…

  • Hacker News: SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks

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    Source URL: https://arxiv.org/abs/2310.03684 Source: Hacker News Title: SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks Feedly Summary: Comments AI Summary and Description: Yes Summary: This text presents “SmoothLLM,” an innovative algorithm designed to enhance the security of Large Language Models (LLMs) against jailbreaking attacks, which manipulate models into producing undesirable content. The proposal highlights a…

  • Hacker News: BERTs Are Generative In-Context Learners

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    Source URL: https://arxiv.org/abs/2406.04823 Source: Hacker News Title: BERTs Are Generative In-Context Learners Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper titled “BERTs are Generative In-Context Learners” explores the capabilities of masked language models, specifically DeBERTa, in performing generative tasks akin to those of causal language models like GPT. This demonstrates a significant…

  • The Register: Nvidia’s MLPerf submission shows B200 offers up to 2.2x training performance of H100

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    Source URL: https://www.theregister.com/2024/11/13/nvidia_b200_performance/ Source: The Register Title: Nvidia’s MLPerf submission shows B200 offers up to 2.2x training performance of H100 Feedly Summary: Is Huang leaving even more juice on the table by opting for mid-tier Blackwell part? Signs point to yes Analysis Nvidia offered the first look at how its upcoming Blackwell accelerators stack up…

  • Hacker News: OpenAI’s new "Orion" model reportedly shows small gains over GPT-4

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    Source URL: https://the-decoder.com/openais-new-orion-model-reportedly-shows-small-gains-over-gpt-4/ Source: Hacker News Title: OpenAI’s new "Orion" model reportedly shows small gains over GPT-4 Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the stagnation in the performance of large language models (LLMs), particularly OpenAI’s upcoming Orion model, which shows minimal gains compared to its predecessor, GPT-4. It highlights…

  • Schneier on Security: AI Industry is Trying to Subvert the Definition of “Open Source AI”

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    Source URL: https://www.schneier.com/blog/archives/2024/11/ai-industry-is-trying-to-subvert-the-definition-of-open-source-ai.html Source: Schneier on Security Title: AI Industry is Trying to Subvert the Definition of “Open Source AI” Feedly Summary: The Open Source Initiative has published (news article here) its definition of “open source AI,” and it’s terrible. It allows for secret training data and mechanisms. It allows for development to be done…

  • Hacker News: Dstack: An alternative to K8 for AI/ML tasks

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    Source URL: https://github.com/dstackai/dstack Source: Hacker News Title: Dstack: An alternative to K8 for AI/ML tasks Feedly Summary: Comments AI Summary and Description: Yes Summary: The provided text discusses dstack, an innovative container orchestration tool tailored for AI workloads, serving as an alternative to Kubernetes and Slurm. It simplifies the management of AI model development and…

  • Hacker News: PiML: Python Interpretable Machine Learning Toolbox

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    Source URL: https://github.com/SelfExplainML/PiML-Toolbox Source: Hacker News Title: PiML: Python Interpretable Machine Learning Toolbox Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces PiML, a new Python toolbox designed for interpretable machine learning, offering a mix of low-code and high-code APIs. It focuses on model transparency, diagnostics, and various metrics for model evaluation,…

  • Simon Willison’s Weblog: Claude 3.5 Haiku

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    Source URL: https://simonwillison.net/2024/Nov/4/haiku/#atom-everything Source: Simon Willison’s Weblog Title: Claude 3.5 Haiku Feedly Summary: Anthropic released Claude 3.5 Haiku today, a few days later than expected (they said it would be out by the end of October). I was expecting this to be a complete replacement for their existing Claude 3 Haiku model, in the same…

  • Simon Willison’s Weblog: Nous Hermes 3

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    Source URL: https://simonwillison.net/2024/Nov/4/nous-hermes-3/#atom-everything Source: Simon Willison’s Weblog Title: Nous Hermes 3 Feedly Summary: Nous Hermes 3 The Nous Hermes family of fine-tuned models have a solid reputation. Their most recent release came out in August, based on Meta’s Llama 3.1: Our training data aggressively encourages the model to follow the system and instruction prompts exactly…