Tag: library
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Simon Willison’s Weblog: Structured Generation w/ SmolLM2 running in browser & WebGPU
Source URL: https://simonwillison.net/2024/Nov/29/structured-generation-smollm2-webgpu/#atom-everything Source: Simon Willison’s Weblog Title: Structured Generation w/ SmolLM2 running in browser & WebGPU Feedly Summary: Structured Generation w/ SmolLM2 running in browser & WebGPU Extraordinary demo by Vaibhav Srivastav. Here’s Hugging Face’s SmolLM2-1.7B-Instruct running directly in a web browser (using WebGPU, so requires Chrome for the moment) demonstrating structured text extraction,…
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Hacker News: Nvidia claims a new AI audio generator can make sounds never heard before
Source URL: https://www.theverge.com/2024/11/25/24305584/nvidia-fugatto-ai-audio-generator-music Source: Hacker News Title: Nvidia claims a new AI audio generator can make sounds never heard before Feedly Summary: Comments AI Summary and Description: Yes Summary: Nvidia’s new AI music editor, Fugatto, showcases an innovative approach to sound generation, enabling the creation of unique audio experiences through wild text prompts. This development…
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Slashdot: Verify the Rust’s Standard Library’s 7,500 Unsafe Functions – and Win ‘Financial Rewards’
Source URL: https://developers.slashdot.org/story/24/11/23/2327203/verify-the-rusts-standard-librarys-7500-unsafe-functions—and-win-financial-rewards?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Verify the Rust’s Standard Library’s 7,500 Unsafe Functions – and Win ‘Financial Rewards’ Feedly Summary: AI Summary and Description: Yes Summary: The text discusses an initiative led by AWS and the Rust Foundation to enhance safety in the Rust programming language by crowdsourcing the verification of its standard library.…
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Cloud Blog: Don’t let resource exhaustion leave your users hanging: A guide to handling 429 errors
Source URL: https://cloud.google.com/blog/products/ai-machine-learning/learn-how-to-handle-429-resource-exhaustion-errors-in-your-llms/ Source: Cloud Blog Title: Don’t let resource exhaustion leave your users hanging: A guide to handling 429 errors Feedly Summary: Large language models (LLMs) give developers immense power and scalability, but managing resource consumption is key to delivering a smooth user experience. LLMs demand significant computational resources, which means it’s essential to…
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Simon Willison’s Weblog: A warning about tiktoken, BPE, and OpenAI models
Source URL: https://simonwillison.net/2024/Nov/21/a-warning-about-tiktoken/#atom-everything Source: Simon Willison’s Weblog Title: A warning about tiktoken, BPE, and OpenAI models Feedly Summary: A warning about tiktoken, BPE, and OpenAI models Tom MacWright warns that OpenAI’s tiktoken Python library has a surprising performance profile: it’s superlinear with the length of input, meaning someone could potentially denial-of-service you by sending you…
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Simon Willison’s Weblog: TextSynth Server
Source URL: https://simonwillison.net/2024/Nov/21/textsynth-server/ Source: Simon Willison’s Weblog Title: TextSynth Server Feedly Summary: TextSynth Server I’d missed this: Fabrice Bellard (yes, that Fabrice Bellard) has a project called TextSynth Server which he describes like this: ts_server is a web server proposing a REST API to large language models. They can be used for example for text…
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Google Online Security Blog: Leveling Up Fuzzing: Finding more vulnerabilities with AI
Source URL: http://security.googleblog.com/2024/11/leveling-up-fuzzing-finding-more.html Source: Google Online Security Blog Title: Leveling Up Fuzzing: Finding more vulnerabilities with AI Feedly Summary: AI Summary and Description: Yes **Summary:** The text discusses significant advancements in automated vulnerability discovery utilizing AI, specifically highlighting the OSS-Fuzz project’s recent successes with AI-powered fuzzing, which led to the identification of critical vulnerabilities, including…