DeepSeek has released version 4.1 Flash, a new iteration of their language model that incorporates engineering improvements focused on efficiency. Prompt caching can now reduce input costs for long sessions by as much as 85%, while adjustments to LLM routing account for token usage and cached data. This development is significant for AI/ML practitioners seeking ways to optimize large language model performance and reduce associated infrastructure expenses, particularly in agentic applications.
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