DeepSeek-V3-0324
Last Updated on: Sep 12, 2025
DeepSeek-V3-0324
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What is DeepSeek-V3-0324?
DeepSeek V3 (0324) is the latest open-source Mixture-of-Experts (MoE) language model from DeepSeek, featuring 671B parameters (37B active per token). Released in March 2025 under the MIT license, it builds on DeepSeek V3 with major enhancements in reasoning, coding, front-end generation, and Chinese proficiency. It maintains cost-efficiency and function-calling support.
Who can use DeepSeek-V3-0324 & how?
  • Developers & Engineers: Build advanced reasoning assistants, code generators, and tool-enabled pipelines.
  • Data Scientists & Analysts: Use it for structured problem-solving, data QA, and interactive tool workflows.
  • Multilingual Teams: Produce high-quality content in Chinese with improved writing quality.
  • Full-Stack Engineers: Generate and refine front-end code with better executability and aesthetics.
  • Open-Source Community: Self-host, customize, or perform inference locally using Hugging Face or OpenRouter.

How to Use DeepSeek V3 (0324)?
  • Get the Model: Access via Hugging Face under `deepseek-ai/DeepSeek-V3-0324`, licensed MIT.
  • Deploy Locally or via API: Use the same architecture as V3; supports function calling, JSON output, and FIM completion.
  • Configure Prompts: Include system prefixes or temperature tuning; V3-0324 excels at multi-step reasoning.
  • Use in Front-End & Chinese Workflows: Enhanced capabilities in web code generation, Chinese writing, translation, and search.
What's so unique or special about DeepSeek-V3-0324?
  • Improved Reasoning & Benchmarks: MMLU-Pro jumped from 75.9 → 81.2, GPQA 59.1 → 68.4, AIME 39.6 → 59.4—major gains in logical and coding tasks.
  • Front-End Code Quality: Generates more functional and aesthetically improved HTML/CSS/JS components.
  • Stronger Chinese Performance: Writes longer-form Chinese text with better style and clarity.
  • Smart Function Calling: Enhanced function-calling accuracy and API integration compared to earlier versions.
  • Open-Source & Free: Fully MIT-licensed, available on Hugging Face, OpenRouter, and GitHub Models.
Things We Like
  • Strong gains in reasoning and code benchmarks
  • Better Chinese writing and search capabilities
  • Improved front-end code generation quality
  • Open-source MIT license with broad accessibility
  • Works with function calls and JSON output formats
Things We Don't Like
  • ~32% more verbose—could increase token costs
  • Heavier inference—higher latency and cost for deeper reasoning
  • Imminent deprecation of original V3—may require migration to 0324
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Pricing
Paid

API

$0.14/$0.28 per 1M tokens

$0.0004 per call
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Popular Mention

FAQs

An upgraded version of DeepSeek V3 featuring improved reasoning, coding, Chinese writing, and function calling.
Significant benchmark gains: +5.3 MMLU‑Pro, +9.3 GPQA, +19.8 AIME, +10 LiveCode improvements.
Available under MIT on Hugging Face (deepseek-ai/DeepSeek-V3-0324), GitHub Models, or via OpenRouter.
Yes—writing quality improved, especially for medium- to long-form Chinese text.
Yes—supports function calling, JSON outputs, and FIM completion like prior V3.

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