DeepSeek-V2.5-1210

High-performance mixture of experts language model

CommonProductProgrammingLanguage ModelMixture of Experts

DeepSeek-V2.5-1210 is an upgraded version of DeepSeek-V2.5, improving multiple capabilities including mathematics, coding, and writing inference. The model's performance in the MATH-500 benchmark has increased from 74.8% to 82.8%, while its accuracy in the LiveCodebench (08.01 - 12.01) benchmark has risen from 29.2% to 34.38%. Additionally, the new version enhances user experience in file uploads and web summarization features. The DeepSeek-V2 series (including basics and chat capabilities) supports commercial use.

Performance Enhancement: Significant improvements in mathematics
coding
and writing inference.
User Experience Optimization: Enhanced user interaction for file uploads and web summarization features.
Model Inference: Supports model inference using Hugging Face's Transformers.
vLLM Support: vLLM is recommended for model inference
specific Pull Requests need to be merged.
Function Calling: The model can call external tools to enhance its capabilities.
JSON Output Mode: Ensures the model produces valid JSON objects.
FIM Completion: Provides prefixes and optional suffixes

\Target audience includes developers
data scientists
and professionals who require complex programming and mathematical calculations. DeepSeek-V2.5-1210 is particularly suited for professionals who need to handle large amounts of data and complex algorithms due to its high performance in programming and mathematical problem-solving.\

Generate C++ quicksort code using DeepSeek-V2.5-1210.
Utilize the model for solving and verifying mathematical problems.
Summarize web content through the model to extract key information.

1. Visit the Hugging Face website and search for the DeepSeek-V2.5-1210 model.
2. Select the appropriate inference method based on your needs: use Hugging Face's Transformers or vLLM.
3. If using vLLM
merge the provided Pull Request into the vLLM codebase beforehand.
4. Prepare your input data

Visit

DeepSeek-V2.5-1210 Visit Over Time

Monthly Visits

20899836

Bounce Rate

46.04%

Page per Visit

5.2

Visit Duration

00:04:57

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