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Tools & Coding

975 summarised stories in Tools & Coding, each linking back to the original source. Browse all topics →

Sunday, 22 September 2024

Weights & Biases LLM-Evaluator Hackathon - Hackathon Judge

Eugene Yan 1 year ago 21

Weights & Biases hosted an LLM-Evaluator Hackathon where over 100 participants across 15 teams built projects for evaluating large language models over two days. Teams completed projects including knowledge graph validation, MBTI trait evaluation, prompt optimization, and multi-turn conversation assessment in roughly 36 hours of work. The winning team received Meta Ray-Bans and participants demonstrated practical applications of LLM evaluation frameworks.

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TLDRocket 8 August 2026

Mistral AI's release of Shieldstral 1.0 3B marks a practical inflection point in content moderation: safety classifiers are shedding their fixed rulebooks. The 3B model takes policies as plain-language prompts at inference time—meaning a single deployment can enforce different standards for different customers without retraining—while matching the performance of a 20B baseline on both text and multimodal content. It runs on a single 16GB GPU and ships under Apache 2.0, making it available for local deployment across vLLM and llama.cpp. For teams managing multiple content policies or operating across jurisdictions, this matters because moderation no longer requires separate model forks or constant retraining cycles.

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Tools & Coding

Sunday, 22 September 2024

Weights & Biases LLM-Evaluator Hackathon - Hackathon Judge

Every AI story that matters, in your inbox by 8am.

Every AI story that matters,
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