Tag: code

  • Cloud Blog: Announcing Mistral AI’s Large-Instruct-2411 on Vertex AI

    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/announcing-new-mistral-large-model-on-vertex-ai/ Source: Cloud Blog Title: Announcing Mistral AI’s Large-Instruct-2411 on Vertex AI Feedly Summary: In July, we announced the availability of Mistral AI’s models on Vertex AI: Codestral for code generation tasks, Mistral Large 2 for high-complexity tasks, and the lightweight Mistral Nemo for reasoning tasks like creative writing. Today, we’re announcing the…

  • Hacker News: Show HN: Llama 3.2 Interpretability with Sparse Autoencoders

    Source URL: https://github.com/PaulPauls/llama3_interpretability_sae Source: Hacker News Title: Show HN: Llama 3.2 Interpretability with Sparse Autoencoders Feedly Summary: Comments AI Summary and Description: Yes Summary: The provided text outlines a research project focused on the interpretability of the Llama 3 language model using Sparse Autoencoders (SAEs). This project aims to extract more clearly interpretable features from…

  • Hacker News: Comparison of Claude Sonnet 3.5, GPT-4o, o1, and Gemini 1.5 Pro for coding

    Source URL: https://www.qodo.ai/blog/comparison-of-claude-sonnet-3-5-gpt-4o-o1-and-gemini-1-5-pro-for-coding/ Source: Hacker News Title: Comparison of Claude Sonnet 3.5, GPT-4o, o1, and Gemini 1.5 Pro for coding Feedly Summary: Comments AI Summary and Description: Yes **Summary:** This text provides a comprehensive analysis of various AI models, particularly focusing on recent advancements in LLMs (Large Language Models) for coding tasks. It assesses the…

  • 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…

  • Cloud Blog: Announcing Mistral AI’s Large-Instruct-2411 and Codestral-2411 on Vertex AI

    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/announcing-mistral-ais-large-instruct-2411-and-codestral-2411-on-vertex-ai/ Source: Cloud Blog Title: Announcing Mistral AI’s Large-Instruct-2411 and Codestral-2411 on Vertex AI Feedly Summary: In July, we announced the availability of Mistral AI’s models on Vertex AI: Codestral for code generation tasks, Mistral Large 2 for high-complexity tasks, and the lightweight Mistral Nemo for reasoning tasks like creative writing. Today, we’re…

  • Alerts: CISA Adds Three Known Exploited Vulnerabilities to Catalog

    Source URL: https://www.cisa.gov/news-events/alerts/2024/11/21/cisa-adds-three-known-exploited-vulnerabilities-catalog Source: Alerts Title: CISA Adds Three Known Exploited Vulnerabilities to Catalog Feedly Summary: CISA has added three new vulnerabilities to its Known Exploited Vulnerabilities Catalog, based on evidence of active exploitation. CVE-2024-44308 Apple Multiple Products Code Execution Vulnerability CVE-2024-44309 Apple Multiple Products Cross-Site Scripting (XSS) Vulnerability CVE-2024-21287 Oracle Agile Product Lifecycle Management (PLM) Incorrect Authorization Vulnerability…

  • The Register: ‘Alarming’ bugs lay low in Ubuntu Server utility for 10 years

    Source URL: https://www.theregister.com/2024/11/21/qualys_ubuntu_server_vulnerabilities/ Source: The Register Title: ‘Alarming’ bugs lay low in Ubuntu Server utility for 10 years Feedly Summary: Update now: Qualys says vulnerabilities give root and are ‘easily exploitable’ Researchers at Qualys refuse to release exploit code for five bugs in Ubuntu Server’s needrestart utility that allow unprivileged attackers to gain root access…

  • 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…

  • 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…