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DeepSeek Releases V3.1, a Dual-Mode Model Pushing Toward Agentic AI

The upgrade unifies reasoning and chat in a 128k-context model, signaling a pivot toward agentic systems.

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The Deepseek logo is seen in this illustration taken on January 29, 2025. REUTERS/Dado Ruvic/Illustration

Overview

  • DeepSeek says V3.1 operates with “one model, two modes,” letting users toggle between thinking and non‑thinking for quicker answers.
  • The update extends context to 128,000 tokens and introduces stronger tool use and function calling with OpenAI- and Anthropic‑compatible APIs.
  • The base model is live on Hugging Face, with reports citing roughly 671–685 billion parameters and an Aider coding score of 71.6% at very low per‑task cost.
  • DeepSeek announced revised V3 pricing starting in early September, including higher fees for some services and removal of discounted evening rates.
  • References to the R1 reasoner were removed from the chatbot, prompting reports that an R2 successor may be delayed, as Baidu’s open‑sourced Ernie intensifies competitive pressure.