Kyutai
kyutai-f967c31f·2 events·first seen 26d agoAliases: Kyutai
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Temporally Ordered Pre-training Improves LLM Factual Freshness (Kairos)
Researchers from Kyutai pre-train 6B-parameter models on temporally ordered Common Crawl snapshots and compare them against standard shuffled pre-training baselines. They introduce a benchmark of over 7,000 temporally grounded questions to evaluate whether models correctly associate facts with their corresponding time periods. Results show sequentially trained models match shuffled baselines on general language understanding while exhibiting more up-to-date and temporally precise factual knowledge. Code, checkpoints, and datasets are released under the Kairos project.
Mistral AI Launches Mistral Compute: Sovereign AI Infrastructure Offering
Mistral AI has announced Mistral Compute, a new AI infrastructure product offering customers a private, integrated stack spanning bare-metal GPUs, orchestration, APIs, and managed PaaS services. Positioned as a European alternative to US and Chinese cloud providers, it targets nation-states, enterprises, and research institutions seeking data sovereignty and independent AI infrastructure. The offering is built on NVIDIA hardware with tens of thousands of GPUs available, and includes Mistral's training suite for domain-specific model development. Launch partners include BNP Paribas, Orange, Thales, and several other European enterprises.