Deepseek V3, this much-anticipated AI model, is finally open source! It has achieved breakthrough progress in multi-language programming capabilities, surpassing competitors such as Claude3.5 Sonnet V2 in the aider multi-language programming evaluation, and its performance improvement is amazing. Compared with the success rate of Deepseek V2.5 of only 17%, the success rate of V3 soared to 48%, showing significant improvement. This breakthrough achievement will have a profound impact on the field of AI.
The highly anticipated Deepseek V3 is finally open source! This new AI model has made a major breakthrough in multi-language programming capabilities. Its performance in the aider multi-language programming evaluation even surpassed competitors such as Claude3.5Sonnet V2, triggering The industry has received widespread attention.
It is understood that Deepseek V3 has achieved a qualitative leap in performance compared to previous versions. The success rate of Deepseek V2.5 in the aider evaluation was only 17%, while V3 soared to 48%, which fully demonstrated its strong progress.
Deepseek V3 uses a hybrid expert (MoE) architecture with up to 685 billion parameters. The architecture contains 256 experts and uses sigmoid routing. The top 8 experts (topk=8) are selected each time to participate in the calculation. This design enables the model to handle complex tasks more efficiently and improves performance.
The open source of Deepseek V3 will undoubtedly bring new vitality to the AI community. Its powerful programming capabilities are expected to play an important role in software development, automation and other fields, injecting new impetus into the intelligent upgrading of various industries.
Address: https://huggingface.co/deepseek-ai/DeepSeek-V3-Base/tree/main
The open source of Deepseek V3 marks a major progress in the field of AI programming. Its powerful performance and efficient architecture will provide developers with powerful tools and promote the application of artificial intelligence technology in more fields. It is worth looking forward to its future development.