Experimental News Clipping Site

Tag: model performance

  • Hacker News: SOTA Code Retrieval with Efficient Code Embedding Models

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    Kurt Seifried
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    Source URL: https://www.qodo.ai/blog/qodo-embed-1-code-embedding-code-retreival/ Source: Hacker News Title: SOTA Code Retrieval with Efficient Code Embedding Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces Qodo-Embed-1, a new family of code embedding models that outperforms larger models in code retrieval tasks while maintaining a smaller footprint. It emphasizes the challenges existing models face…

  • Hacker News: Doing data labelling in-house

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    Kurt Seifried
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    Source URL: https://www.ericbutton.co/p/data-labelling Source: Hacker News Title: Doing data labelling in-house Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the development of Yeager, a state-of-the-art AI model for air traffic control audio, and the significant effort put into in-house data labeling. It emphasizes the unique challenges of working with highly specialized…

  • Simon Willison’s Weblog: Quoting Ethan Mollick

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Mar/2/ethan-mollick/ Source: Simon Willison’s Weblog Title: Quoting Ethan Mollick Feedly Summary: After publishing this piece, I was contacted by Anthropic who told me that Sonnet 3.7 would not be considered a 10^26 FLOP model and cost a few tens of millions of dollars to train, though future models will be much bigger. —…

  • Hacker News: The Dino, the Llama, and the Whale (Deno and Jupyter for Local AI Experiments)

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    Kurt Seifried
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    Source URL: https://deno.com/blog/the-dino-llama-and-whale Source: Hacker News Title: The Dino, the Llama, and the Whale (Deno and Jupyter for Local AI Experiments) Feedly Summary: Comments AI Summary and Description: Yes Summary: The text outlines the author’s journey in experimenting with a locally hosted large language model (LLM) using various tools such as Deno, Jupyter Notebook, and…

  • Enterprise AI Trends: Finetuning LLMs for Enterprises: Interview with Travis Addair, CTO of Predibase

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    Kurt Seifried
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    Source URL: https://nextword.substack.com/p/finetuning-llms-for-enterprises-interview Source: Enterprise AI Trends Title: Finetuning LLMs for Enterprises: Interview with Travis Addair, CTO of Predibase Feedly Summary: Plus, how RFT (reinforcement finetuning) will really change the game for finetuning AI models AI Summary and Description: Yes Summary: The provided text details an in-depth discussion about advancements in fine-tuning large language models…

  • Cloud Blog: Evaluate gen AI models with Vertex AI evaluation service and LLM comparator

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/evaluate-ai-models-with-vertex-ai–llm-comparator/ Source: Cloud Blog Title: Evaluate gen AI models with Vertex AI evaluation service and LLM comparator Feedly Summary: It’s a persistent question: How do you know which generative AI model is the best choice for your needs? It all comes down to smart evaluation. In this post, we’ll share how to perform…

  • Simon Willison’s Weblog: Leaked Windsurf prompt

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Feb/25/leaked-windsurf-prompt/ Source: Simon Willison’s Weblog Title: Leaked Windsurf prompt Feedly Summary: Leaked Windsurf prompt The Windurf Editor is Codeium’s highly regarded entrant into the fork-of-VS-code AI-enhanced IDE model first pioneered by Cursor (and by VS Code itself). I heard online that it had a quirky system prompt, and was able to replicate that…

  • Simon Willison’s Weblog: Aider Polyglot leaderboard results for Claude 3.7 Sonnet

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Feb/25/aider-polyglot-leaderboard/ Source: Simon Willison’s Weblog Title: Aider Polyglot leaderboard results for Claude 3.7 Sonnet Feedly Summary: Aider Polyglot leaderboard results for Claude 3.7 Sonnet Paul Gauthier’s Aider Polyglot benchmark is one of my favourite independent benchmarks for LLMs, partly because it focuses on code and partly because Paul is very responsive at evaluating…

  • Hacker News: Claude 3.7 Sonnet and Claude Code

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    Kurt Seifried
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    Source URL: https://www.anthropic.com/news/claude-3-7-sonnet Source: Hacker News Title: Claude 3.7 Sonnet and Claude Code Feedly Summary: Comments AI Summary and Description: Yes Summary: The announcement details the launch of Claude 3.7 Sonnet, a significant advancement in AI models, touted as the first hybrid reasoning model capable of providing both instant responses and longer, more thoughtful outputs.…

  • Hacker News: OpenAI Researchers Find That AI Is Unable to Solve Most Coding Problems

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    Kurt Seifried
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    Source URL: https://futurism.com/openai-researchers-coding-fail Source: Hacker News Title: OpenAI Researchers Find That AI Is Unable to Solve Most Coding Problems Feedly Summary: Comments AI Summary and Description: Yes Summary: OpenAI’s recent research indicates that even advanced AI models, including their flagship LLMs, struggle considerably with software coding tasks compared to human engineers. Despite capabilities to operate…