Build your next AI Tech Startup with DeepSeek

1. DeepSeek-R1

   1 28 86,634 7.6

   

   Benchmarks of reasoning models. Source

2. CodeRabbit

   coderabbit.ai featured

   CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.

   

3. openai-python

   2 68 25,898 9.7 Python

   The official Python library for the OpenAI API

   

   The API itself is pretty straightforward. You can use it with the OpenAI package on NPM or PIP, or make an HTTP Request. Note for this demo I will be using NodeJS. I will be working in an empty folder with an index.js file, and a package.json file.

4. DeepSeek-V3

   3 13 92,648 8.2 Python

   

   Typically, training parts of an AI model usually meant updating the whole thing, even if some parts didn't contribute anything, which lead to a massive waste of resources. To solve this, they introduced an Auxiliary-Loss-Free (ALS) Load Balancing. The ALS Load Balancing works by introducing a bias factor to prevent overloading one chip, while under-utilizing another (Source). This resulted in only 5% of the model's parameters being trained per-token, and around 91% cheaper cost to train than GPT 4 (GPT 4 costed $63 million to train (Source) and V3 costed $5.576 million to train. (Source))

5. ollama

   4 440 133,678 9.9 Go

   Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 3, and other large language models.

   

   Download Ollama

6. marked

   5 69 34,177 9.4 TypeScript

   A markdown parser and compiler. Built for speed.

   

   If you are trying to render this in the browser, we can use the marked library in order to convert the markdown into HTML code.

7. DeepSeek-LLM

   6 25 4,462 7.2 Makefile

   DeepSeek LLM: Let there be answers

   

   You can use DeepSeek V3 and R1 for free on their official website.

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