New DeepSeek R1 is Really, Really Good Coder

Updated: June 2, 2025

Prompt Engineering


Summary

The video introduces the upgraded version of R1 by Deepseek, focusing on its enhanced coding capabilities and overthinking tendencies. It discusses the delay in the release of R2, the availability of model weights on the Deepseek website, and benchmark scores. The upgraded R1 model shows impressive performance in benchmark scores and testing results, displaying its ability to push the model to its limits. Deepseek's raw chain of thought generation is detailed and organized compared to other platforms like Google, and the model can create interactive web apps with futuristic design elements. Ethical dilemmas like the trolley problem and farmer problem are presented to the R1 model, showcasing its reasoning and problem-solving abilities.


Introduction to Deepseek Upgrade to R1

Introduction to the upgraded version of R1 by Deepseek, highlighting its improvements in coding capabilities and its overthinking tendencies.

Delay in Release of R2

Discussion on the probable reasons behind the delay in the release of R2, mentioning the availability of model weights on the Deepseek website and benchmark scores.

Benchmarks and Testing

Exploration of benchmark scores and testing results of the upgraded R1 model, showcasing its impressive performance and the ability to push the model to its limits.

Raw Chain of Thought Generation

Comparison between the raw chain of thought generation in the upgraded R1 model and the summarized versions shown by other platforms like Google, emphasizing the detailed and organized nature of Deepseek's raw chain.

Interactive Web Apps and UIs

Demonstration of the upgraded R1 model's capability to create interactive web apps and user interfaces, highlighting its futuristic design elements and animation features.

Ethical Dilemmas and Thought Experiments

Exploration of ethical dilemmas and thought experiments presented to the R1 model, including the trolley problem and the farmer problem, showcasing the model's reasoning and problem-solving abilities.


FAQ

Q: What are the coding capabilities of the upgraded version of R1 by Deepseek?

A: The upgraded version of R1 by Deepseek has improved coding capabilities.

Q: Why was there a delay in the release of R2 according to the discussion?

A: The delay in the release of R2 could be due to reasons mentioned in the conversation.

Q: Where can model weights be found for the Deepseek R2 model?

A: Model weights for the Deepseek R2 model can be found on the Deepseek website.

Q: What was showcased regarding the benchmark scores and testing results of the upgraded R1 model?

A: The upgraded R1 model showcased impressive performance and the ability to push the model to its limits.

Q: How is the raw chain of thought generation in the upgraded R1 model different from that of other platforms like Google?

A: The raw chain of thought in the upgraded R1 model is detailed and organized compared to the summarized versions shown by other platforms.

Q: What is the capability of the upgraded R1 model in creating interactive web apps and user interfaces?

A: The upgraded R1 model has the capability to create interactive web apps and user interfaces with futuristic design elements and animation features.

Q: What ethical dilemmas and thought experiments were presented to the R1 model?

A: Ethical dilemmas and thought experiments like the trolley problem and the farmer problem were presented to showcase the model's reasoning and problem-solving abilities.

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