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Tag: large language model

  • Hacker News: Task-Specific LLM Evals That Do and Don’t Work

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    Source URL: https://eugeneyan.com/writing/evals/ Source: Hacker News Title: Task-Specific LLM Evals That Do and Don’t Work Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a comprehensive overview of evaluation metrics for machine learning tasks, specifically focusing on classification, summarization, and translation within the context of large language models (LLMs). It highlights the…

  • The Register: Microsoft dangles $10K for hackers to hijack LLM email service

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    Source URL: https://www.theregister.com/2024/12/09/microsoft_llm_prompt_injection_challenge/ Source: The Register Title: Microsoft dangles $10K for hackers to hijack LLM email service Feedly Summary: Outsmart an AI, win a little Christmas cash Microsoft and friends have challenged AI hackers to break a simulated LLM-integrated email client with a prompt injection attack – and the winning teams will share a $10,000…

  • The Register: Elon Musk tops US political donor list with $270M+ for Team Trump

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    Source URL: https://www.theregister.com/2024/12/07/elon_election_spending/ Source: The Register Title: Elon Musk tops US political donor list with $270M+ for Team Trump Feedly Summary: Plus, xAI scores another $6B to fuel Musk’s war on OpenAI Elon Musk gave more than $270 million to political groups supporting Donald Trump’s 2024 presidential campaign and others on the American right, according…

  • Hacker News: Llama-3.3-70B-Instruct

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    Source URL: https://huggingface.co/meta-llama/Llama-3.3-70B-Instruct Source: Hacker News Title: Llama-3.3-70B-Instruct Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides comprehensive information about the Meta Llama 3.3 multilingual large language model, highlighting its architecture, training methodologies, intended use cases, safety measures, and performance benchmarks. It elucidates the model’s capabilities, including its pretraining on extensive datasets…

  • Embrace The Red: Terminal DiLLMa: LLM-powered Apps Can Hijack Your Terminal Via Prompt Injection

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    Source URL: https://embracethered.com/blog/posts/2024/terminal-dillmas-prompt-injection-ansi-sequences/ Source: Embrace The Red Title: Terminal DiLLMa: LLM-powered Apps Can Hijack Your Terminal Via Prompt Injection Feedly Summary: Last week Leon Derczynski described how LLMs can output ANSI escape codes. These codes, also known as control characters, are interpreted by terminal emulators and modify behavior. This discovery resonates with areas I had…

  • Hacker News: Roaming RAG – Make the Model Find the Answers

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    Source URL: http://arcturus-labs.com/blog/2024/11/21/roaming-rag–make-_the-model_-find-the-answers/ Source: Hacker News Title: Roaming RAG – Make the Model Find the Answers Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text presents a novel approach called “Roaming RAG,” which simplifies the retrieval-augmented generation (RAG) model by allowing a large language model (LLM) to directly navigate well-structured documents without the…

  • Simon Willison’s Weblog: Roaming RAG – make the model find the answers

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    Source URL: https://simonwillison.net/2024/Dec/6/roaming-rag/#atom-everything Source: Simon Willison’s Weblog Title: Roaming RAG – make the model find the answers Feedly Summary: Roaming RAG – make the model find the answers Neat new RAG technique (with a snappy name) from John Berryman: The big idea of Roaming RAG is to craft a simple LLM application so that the…

  • Hacker News: AmpereOne: Cores Are the New MHz

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    Source URL: https://www.jeffgeerling.com/blog/2024/ampereone-cores-are-new-mhz Source: Hacker News Title: AmpereOne: Cores Are the New MHz Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides an in-depth examination of the Supermicro ARS-211ME-FNR server equipped with the 192-core AmpereOne A192-32X CPU, focusing on its design and performance metrics. The analysis highlights how advancements in core technology…

  • Hacker News: Exploring inference memory saturation effect: H100 vs. MI300x

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    Source URL: https://dstack.ai/blog/h100-mi300x-inference-benchmark/ Source: Hacker News Title: Exploring inference memory saturation effect: H100 vs. MI300x Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides a detailed benchmarking analysis comparing NVIDIA’s H100 GPU and AMD’s MI300x, with a focus on their memory capabilities and implications for LLM (Large Language Model) inference performance. It…

  • Simon Willison’s Weblog: New Pleias 1.0 LLMs trained exclusively on openly licensed data

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    Source URL: https://simonwillison.net/2024/Dec/5/pleias-llms/#atom-everything Source: Simon Willison’s Weblog Title: New Pleias 1.0 LLMs trained exclusively on openly licensed data Feedly Summary: New Pleias 1.0 LLMs trained exclusively on openly licensed data I wrote about the Common Corpus public domain dataset back in March. Now Pleias, the team behind Common Corpus, have released the first family of…