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Wednesday, 24 July 2024

Large Enough

Mistral AI 2 years ago 21

Mistral released Mistral Large 2, a 123-billion-parameter open-source language model with a 128,000-token context window supporting a dozen languages and 80+ coding languages. The model achieves 84.0% accuracy on the MMLU benchmark and matches the performance of GPT-4o and Claude 3 Opus on code and reasoning tasks. Mistral Large 2 is now available via Mistral's platform and major cloud providers including Google Cloud, Azure, and Amazon Bedrock.

Improving Model Safety Behavior with Rule-Based Rewards

OpenAI 2 years ago 6

Researchers developed a method using Rule-Based Rewards to align AI models toward safe behavior without requiring large amounts of human-labeled training data. The approach uses programmatic rules to generate reward signals instead of relying on human feedback, reducing the data collection burden. This reduces dependency on costly human annotation while maintaining safety alignment during model training.

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