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Tools & Coding

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

Wednesday, 4 June 2025

Introducing Mistral Code

Mistral AI 1 year ago 15

Mistral released Mistral Code, an AI coding assistant that bundles models, IDE plugins, and enterprise deployment options for developers to integrate into their workflows with security controls. The product supports 80+ programming languages, runs on local or cloud infrastructure, and is being deployed by companies including SNCF (4,000 developers) and Abanca across hybrid and on-premises environments. Developers can now move beyond code completion to multi-step tasks like opening files, writing modules, and updating tests, with enterprise administrators gaining audit logging and usage analytics.

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KV Cache from scratch in nanoVLM

Hugging Face 1 year ago 8

The nanoVLM team implemented KV caching, a technique that caches key and value matrices during transformer inference, in their small Vision Language Model codebase. The optimization achieved a 38% speedup in generation by eliminating redundant recomputation of attention keys and values for previously processed tokens. The implementation separates generation into a prefill phase that processes the full prompt once and a decode phase that generates tokens incrementally using the cached values.

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Inference Optimization

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