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Tag: model evaluations

  • The Register: Meta accused of Llama 4 bait-and-switch to juice AI benchmark rank

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/04/08/meta_llama4_cheating/ Source: The Register Title: Meta accused of Llama 4 bait-and-switch to juice AI benchmark rank Feedly Summary: Did Facebook giant rizz up LLM to win over human voters? It appears so Meta submitted a specially crafted, non-public variant of its Llama 4 AI model to an online benchmark that may have unfairly…

  • 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…

  • Hacker News: Replicating Deepseek-R1 for $4500: RL Boosts 1.5B Model Beyond o1-preview

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    Kurt Seifried
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    Source URL: https://github.com/agentica-project/deepscaler Source: Hacker News Title: Replicating Deepseek-R1 for $4500: RL Boosts 1.5B Model Beyond o1-preview Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text describes the release of DeepScaleR, an open-source project aimed at democratizing reinforcement learning (RL) for large language models (LLMs). It highlights the project’s capabilities, training methodologies, and…

  • Hacker News: DeepSeek-R1-Distill-Qwen-1.5B Surpasses GPT-4o in certain benchmarks

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    Kurt Seifried
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    Source URL: https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B Source: Hacker News Title: DeepSeek-R1-Distill-Qwen-1.5B Surpasses GPT-4o in certain benchmarks Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text describes the introduction of DeepSeek-R1 and DeepSeek-R1-Zero, first-generation reasoning models that utilize large-scale reinforcement learning without prior supervised fine-tuning. These models exhibit significant reasoning capabilities but also face challenges like endless…

  • Simon Willison’s Weblog: Codestral 25.01

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Jan/13/codestral-2501/ Source: Simon Willison’s Weblog Title: Codestral 25.01 Feedly Summary: Codestral 25.01 Brand new code-focused model from Mistral. Unlike the first Codestral this one isn’t (yet) available as open weights. The model has a 256k token context – a new record for Mistral. The new model scored an impressive joint first place with…

  • Hacker News: A statistical approach to model evaluations

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    Source URL: https://www.anthropic.com/research/statistical-approach-to-model-evals Source: Hacker News Title: A statistical approach to model evaluations Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a new research paper that proposes statistical recommendations for the reporting of AI model evaluation results, focused on improving the rigor and reliability of assessments in AI research. It highlights…

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

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    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…

  • Cloud Blog: Adapting model risk management for financial institutions in the generative AI era

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    Source URL: https://cloud.google.com/blog/topics/financial-services/adapting-model-risk-management-in-the-gen-ai-era/ Source: Cloud Blog Title: Adapting model risk management for financial institutions in the generative AI era Feedly Summary: Generative AI (gen AI) promises to usher in an era of transformation for quality, accessibility, efficiency, and compliance in the financial services industry. As with any new technology, it also introduces new complexities and…

  • Hacker News: LLMs don’t do formal reasoning – and that is a HUGE problem

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    Source URL: https://garymarcus.substack.com/p/llms-dont-do-formal-reasoning-and Source: Hacker News Title: LLMs don’t do formal reasoning – and that is a HUGE problem Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses insights from a new article on large language models (LLMs) authored by researchers at Apple, which critically examines the limitations in reasoning capabilities of…

  • Hacker News: Canvas is a new way to write and code with ChatGPT

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    Source URL: https://openai.com/index/introducing-canvas/ Source: Hacker News Title: Canvas is a new way to write and code with ChatGPT Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces “Canvas,” a new collaborative interface for ChatGPT that enhances user interaction for writing and coding projects through an intuitive editing and revision process. This interface…