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Deep Seek Coder V2 is an advanced coding-specific Mixture of Experts model, outperforming existing models like GPT-4 Turbo in programming tasks. It consists of two models—Deep Seek Coder V2 with 236 billion parameters and Deep Seek Coder V2 Light with 16 billion parameters. Both models boast a context length of 128k and support 338 programming languages. They demonstrate significant improvements over previous models in benchmarks and are affordable for commercial use. The models are trained on 8 trillion tokens, showcasing strong advancements across various coding and reasoning tasks, and are available on Hugging Face and AMA platforms.
Deep Seek Coder V2 is a new model outperforming GPT-4 Turbo.
Achieves performance comparable to GPT-4 Turbo in coding tasks.
Deep Seek Coder V2 beats GPT-4 Turbo in human eval benchmarks.
The pricing is very affordable compared to other models.
Demonstrates strong capabilities in generating various programming tasks.
Deep Seek Coder V2's use of Mixture of Experts architecture underscores a pivotal shift toward scalable and adaptable AI models. With a parameter count that surpasses earlier generations, this model not only achieves exceptional coding performance but also exemplifies the efficiency of training with massive datasets, enabling real-world applications across diverse programming tasks.
The affordability of Deep Seek Coder V2 relative to competitors highlights a significant trend in democratizing access to high-performance AI tools. At just 14 cents per million tokens for input, the cost-effectiveness positions it as an attractive option for startups and developers, potentially increasing the adoption of AI solutions in smaller firms traditionally priced out of high-cost models.
Deep Seek Coder V2 utilizes this architecture to enhance performance on coding tasks.
Deep Seek Coder V2 has 236 billion parameters, allowing it to handle complex coding tasks effectively.
Deep Seek Coder V2 features an impressive context length of 128k.
Deep Seek Coder V2 models can be downloaded and tested on Hugging Face.
Deep Seek Coder V2 is available on AMA for users to implement in their applications.
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