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Simon Willison’s Weblog: I can now run a GPT-4 class model on my laptop

Dec 9, 2024

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Source URL: https://simonwillison.net/2024/Dec/9/llama-33-70b/ Source: Simon Willison’s Weblog Title: I can now run a GPT-4 class model on my laptop Feedly Summary: Meta’s new Llama 3.3 70B is a genuinely GPT-4 class Large Language Model that runs on my laptop. Just 20 months ago I was amazed to see something that felt GPT-3 class run on…

Hacker News: DSPy – Programming–not prompting–LMs

Dec 6, 2024

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Source URL: https://dspy.ai/ Source: Hacker News Title: DSPy – Programming–not prompting–LMs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses DSPy, a framework designed for programming language models (LMs) rather than relying on simple prompting. It enables faster iterations in building modular AI systems while optimizing prompts and model weights, offering insights…

AWS News Blog: Reduce costs and latency with Amazon Bedrock Intelligent Prompt Routing and prompt caching (preview)

Dec 4, 2024

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Source URL: https://aws.amazon.com/blogs/aws/reduce-costs-and-latency-with-amazon-bedrock-intelligent-prompt-routing-and-prompt-caching-preview/ Source: AWS News Blog Title: Reduce costs and latency with Amazon Bedrock Intelligent Prompt Routing and prompt caching (preview) Feedly Summary: Route requests and cache frequently used context in prompts to reduce latency and balance performance with cost efficiency. AI Summary and Description: Yes Summary: Amazon Bedrock has previewed two significant capabilities…

Hacker News: Veo and Imagen 3: Announcing new video and image generation models on Vertex AI

Dec 4, 2024

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Source URL: https://cloud.google.com/blog/products/ai-machine-learning/introducing-veo-and-imagen-3-on-vertex-ai Source: Hacker News Title: Veo and Imagen 3: Announcing new video and image generation models on Vertex AI Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the secure and responsible design of Google’s AI tools, Veo and Imagen 3, emphasizing built-in safeguards, digital watermarking, and data governance. It…

Alerts: CISA and Partners Release Joint Guidance on PRC-Affiliated Threat Actor Compromising Networks of Global Telecommunications Providers

Dec 3, 2024

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Source URL: https://www.cisa.gov/news-events/alerts/2024/12/03/cisa-and-partners-release-joint-guidance-prc-affiliated-threat-actor-compromising-networks-global Source: Alerts Title: CISA and Partners Release Joint Guidance on PRC-Affiliated Threat Actor Compromising Networks of Global Telecommunications Providers Feedly Summary: Today, CISA—in partnership with the National Security Agency (NSA), the Federal Bureau of Investigation (FBI), and international partners—released joint guidance, Enhanced Visibility and Hardening Guidance for Communications Infrastructure. Partners of this…

Cloud Blog: Vertex AI grounding: More reliable models, fewer hallucinations

Dec 2, 2024

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Source URL: https://cloud.google.com/blog/products/ai-machine-learning/how-vertex-ai-grounding-helps-build-more-reliable-models/ Source: Cloud Blog Title: Vertex AI grounding: More reliable models, fewer hallucinations Feedly Summary: At the Gemini for Work event in September, we showcased how generative AI is transforming the way enterprises work. Across all the customer innovation we saw at the event, one thing was clear – if last year was…

Hacker News: What happens if we remove 50 percent of Llama?

Dec 2, 2024

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Source URL: https://neuralmagic.com/blog/24-sparse-llama-smaller-models-for-efficient-gpu-inference/ Source: Hacker News Title: What happens if we remove 50 percent of Llama? Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The document introduces Sparse Llama 3.1, a foundational model designed to improve efficiency in large language models (LLMs) through innovative sparsity and quantization techniques. The model offers significant benefits in…

Hacker News: Large Language Models as Markov Chains

Dec 1, 2024

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Source URL: https://arxiv.org/abs/2410.02724 Source: Hacker News Title: Large Language Models as Markov Chains Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a theoretical analysis of large language models (LLMs) by framing them as equivalent to Markov chains. This approach may unveil new insights into LLM performance, pre-training, and generalization, which are…

Hacker News: CleaR: Robust and Generalized Parameter-Efficient Fine-Tuning for Noisy Labels

Nov 29, 2024

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Source URL: https://arxiv.org/abs/2411.00873 Source: Hacker News Title: CleaR: Robust and Generalized Parameter-Efficient Fine-Tuning for Noisy Labels Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a novel approach to Parameter-Efficient Fine-Tuning (PEFT) designed to enhance model performance when working with noisy labeled data. This research is particularly relevant for professionals in AI,…

The Register: Abstract, theoretical computing qualifications are turning teens off

Nov 28, 2024

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Source URL: https://www.theregister.com/2024/11/28/bcs_computer_science_gcse/ Source: The Register Title: Abstract, theoretical computing qualifications are turning teens off Feedly Summary: BCS calls for digital literacy GCSE alongside Computer Science The UK’s professional body for the IT workforce has called for a more “inclusive" digital literacy age-16 qualification alongside Computer Science, which it says is "theoretical and demanding."… AI…

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