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Qwen-2.5 + Hyperbolic + ClaudeDev + Aider : This BEST & FREE AI Coding Setup is AMAZING!

Science & Technology

Introduction

Recently, Qwen 2.5 has been launched, and although I've produced several videos on it, I’m excited to dive into a proper coding environment to test its efficacy. Today, we'll be exploring how to utilize Qwen 2.5 alongside Hyperbolic, ClaudeDev, and Aider to enhance our coding experience.

Selecting the Right Models

In the oceans of available models, Qwen 2.5's finest option is the Qwen 2.5 72B, being the most significant and robust model available. It has shown impressive performance in various tests. For simpler interactions, we can use the 7B Coder model, and for basic auto-completion tasks, we can consider the Qwen 1.5B coder model.

However, I would generally recommend using Super Maven for auto-completion tasks, as it is free and performs rapidly, usually yielding better results.

Hosting Models Locally and Using Providers

We can easily host the 7B and 1.5B models locally, but the 72B model requires a hosting provider. A few options are available, such as Together AI, which offers free credits. Unfortunately, they do not yet support the new Qwen model.

Instead, we'll be using Hyperbolic, which supports the new 72B model and offers $ 10 of free credit. Keep in mind that its inference speed might be slower due to its use of the bf16 variant, benefitting from improved results but reduced performance.

Setting Up ContinueDev

Let’s start by installing ContinueDev in VS Code. Go to the Extensions tab, search for Continue, and install it. Post-installation, we’ll need to create an API key with Hyperbolic. Once you’ve generated it, copy and store it securely.

Next, head back to ContinueDev, select the add button, and choose the OpenAI-compatible option for Hyperbolic. For a local 7B coder model, you can select the Alama option instead. Here’s how we set it up for Hyperbolic:

  1. Enter the base URL for Hyperbolic.
  2. Select any random model.
  3. Click on settings to update the API key and change the model name to Qwen 2.5.

After saving, ContinueDev is ready to be utilized for chat, code generation, code application, and refactoring.

Configuring for Local Models

If you wish to use a local model, first install the Alama with the commands found on their site. Once installed, you can check for its proper functionality.

Back in VS Code, add the local model by selecting the Alama option and using the autodetect feature to access your models.

Lastly, for auto-completion, while I suggest using Super Maven, if you're keen on local arrangements, we can configure the Qwen 1.5B coder model. Install it using the command found on the Qwen 2.5 coder page; then configure auto-completion in settings by switching the model.

Utilizing ClaudeDev and Aider

Next, we'll incorporate ClaudeDev for multi-file editing. Start by installing ClaudeDev through Extensions in VS Code. Once installed, open its settings.

We'll once again use Hyperbolic for the API configuration:

  1. Select the OpenAI-compatible option.
  2. Input your API endpoint, key, and model name.
  3. Save your settings to start using ClaudeDev.

To showcase its capabilities, let’s create a simple TODO app using HTML, CSS, and JavaScript. Upon sending the request, you can observe the generated code.

Testing Aider

Next, we will set up Aider by running the command pip install Aider chat. Once installed, configure Aider for Hyperbolic by adding the OpenAI base URL and your API key as environment variables.

After setting everything up, start Aider with the appropriate parameters. For a demonstration, we can send a request to create a Minesweeper game, and the output can be tested for functionality.

Conclusion

Using Qwen 2.5 with Hyperbolic, ClaudeDev, and Aider can yield excellent results for coding tasks. While it may not reach the heights of Claude, it's still a very capable tool, especially considering that Hyperbolic provides free credits for extensive requests.

Feel free to explore this setup and share your experiences! If you enjoyed this article, consider supporting my channel through the Super Thanks option or membership, and don't forget to leave a like and subscribe.

Keywords

Qwen 2.5, Hyperbolic, ClaudeDev, Aider, coding environment, AI models, auto-completion, VS Code, OpenAI, 72B model, free credits.

FAQ

1. What is Qwen 2.5?
Qwen 2.5 is a large AI coding model designed for various coding tasks, including code generation and auto-completion.

2. How do I set up Hyperbolic for Qwen 2.5?
You can set up Hyperbolic by creating an API key and configuring it within tools like ContinueDev or ClaudeDev.

3. Can I use local models with this setup?
Yes, you can use local models such as the 7B coder model and Qwen 1.5B model for various coding tasks.

4. What is the benefit of using Super Maven for auto-completion?
Super Maven is a free and efficient tool for auto-completion that usually provides better results compared to other models.

5. Is there a cost involved in using these models?
While Hyperbolic offers a limited amount of free credits, extensive use may require payment for additional resources.