Tag: llm

Source URL: https://venturebeat.com/ai/new-llm-optimization-technique-slashes-memory-costs-up-to-75/ Source: Hacker News Title: New LLM optimization technique slashes memory costs up to 75% Feedly Summary: Comments AI Summary and Description: Yes Summary: Researchers at Sakana AI have developed a novel technique called “universal transformer memory” that enhances the efficiency of large language models (LLMs) by optimizing their memory usage. This innovation…

Simon Willison’s Weblog: Security ProbLLMs in xAI’s Grok: A Deep Dive

Dec 17, 2024

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Source URL: https://simonwillison.net/2024/Dec/16/security-probllms-in-xais-grok/#atom-everything Source: Simon Willison’s Weblog Title: Security ProbLLMs in xAI’s Grok: A Deep Dive Feedly Summary: Security ProbLLMs in xAI’s Grok: A Deep Dive Adding xAI to the growing list of AI labs that shipped feature vulnerable to data exfiltration prompt injection attacks, but with the unfortunate addendum that they don’t seem to…

Hacker News: Show HN: NCompass Technologies – yet another AI Inference API, but hear us out

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Source URL: https://www.ncompass.tech/about Source: Hacker News Title: Show HN: NCompass Technologies – yet another AI Inference API, but hear us out Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces nCompass, a company developing AI inference serving software that optimizes the use of GPUs to reduce costs and improve performance for AI…

Hacker News: Ask HN: SWEs how do you future-proof your career in light of LLMs?

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Source URL: https://news.ycombinator.com/item?id=42431103 Source: Hacker News Title: Ask HN: SWEs how do you future-proof your career in light of LLMs? Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the impact of Large Language Models (LLMs) on the software engineering profession, highlighting the trend of engineers increasingly integrating AI into their coding…

Docker: How AI Assistants Can Decode GitHub Repos for UI Writers

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Source URL: https://www.docker.com/blog/ai-for-ui-writers/ Source: Docker Title: How AI Assistants Can Decode GitHub Repos for UI Writers Feedly Summary: Exploring AI-assisted tools for UI writers, we demonstrate how to enhance GitHub PR review workflows to identify user-facing text changes, and offer a step-by-step guide and insights into leveraging LLMs effectively. AI Summary and Description: Yes Summary:…

Embrace The Red: Security ProbLLMs in xAI’s Grok: A Deep Dive

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Source URL: https://embracethered.com/blog/posts/2024/security-probllms-in-xai-grok/ Source: Embrace The Red Title: Security ProbLLMs in xAI’s Grok: A Deep Dive Feedly Summary: Grok is the chatbot of xAI. It’s a state-of-the-art model, chatbot and recently also API. It has a Web UI and is integrated into the X (former Twitter) app, and recently it’s also accessible via an API.…

Simon Willison’s Weblog: Phi-4 Technical Report

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Source URL: https://simonwillison.net/2024/Dec/15/phi-4-technical-report/ Source: Simon Willison’s Weblog Title: Phi-4 Technical Report Feedly Summary: Phi-4 Technical Report Phi-4 is the latest LLM from Microsoft Research. It has 14B parameters and claims to be a big leap forward in the overall Phi series. From Introducing Phi-4: Microsoft’s Newest Small Language Model Specializing in Complex Reasoning: Phi-4 outperforms…

The Register: Cheat codes for LLM performance: An introduction to speculative decoding

Dec 15, 2024

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Source URL: https://www.theregister.com/2024/12/15/speculative_decoding/ Source: The Register Title: Cheat codes for LLM performance: An introduction to speculative decoding Feedly Summary: Sometimes two models really are faster than one Hands on When it comes to AI inferencing, the faster you can generate a response, the better – and over the past few weeks, we’ve seen a number…

Hacker News: Reflections on building with Model Context Protocol

Dec 15, 2024

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