Autocomplete Returns Only One Line After First Successful Completion Using Ollama With Qwen2.5-coder:1.5b

by ADMIN 106 views

Autocomplete Returns Only One Line After First Successful Completion Using Ollama with Qwen2.5-coder:1.5b

As a developer, using autocomplete features in Integrated Development Environments (IDEs) like Visual Studio Code (VSCode) can significantly improve productivity and efficiency. However, when using the Continue extension with a locally installed Ollama model, such as Qwen2.5-coder:1.5b, some users have reported an issue where autocomplete returns only one line after the first successful completion. In this article, we will delve into the details of this issue, explore possible causes, and provide a step-by-step guide to reproduce and potentially resolve the problem.

Before we dive into the issue, it's essential to ensure that you have followed the proper procedures for reporting bugs. Please take a moment to review the following checklist:

To help diagnose the issue, please provide the following environment information:

- OS: macOS 15.4
- Continue version: 0.9.252
- IDE version: 1.99.3
- Model: Qwen2.5-coder:1.5b

  OR link to assistant in Continue hub:

When testing autocomplete behavior in VSCode using a locally installed Ollama model qwen2.5-coder:1.5b, the following issue occurs:

  • First request to the LLM returns a long, expected completion.
  • Subsequent requests only return a single line of completion, despite similar context.

To reproduce the issue, follow these steps:

  1. Launch VSCode and start the extension in debug mode.
  2. Use Continue to trigger a completion request to the model.
  3. Observe:
    • First completion works as expected (multi-line).
    • Second and further completions return only one line.

Unfortunately, the log output for this issue is not provided. However, please include the log output in your bug report to help diagnose the issue.

While the exact cause of this issue is unknown, there are several possible explanations and potential solutions:

  • Model caching: It's possible that the model is caching the results of previous requests, causing subsequent requests to return only a single line. To resolve this issue, try clearing the model cache or updating the model to the latest version.
  • Contextual understanding: The model may not be able to understand the context of the subsequent requests, leading to incomplete or single-line responses. To resolve this issue, try providing more context or adjusting the model's settings to improve its understanding* Continue extension issues: The Continue extension may be causing the issue. Try updating the extension to the latest version or reinstalling it to resolve the problem.

In conclusion, the issue of autocomplete returning only one line after the first successful completion using Ollama with Qwen2.5-coder:1.5b is a complex problem that requires further investigation. By following the steps outlined in this article, you can reproduce and potentially resolve the issue. If you're still experiencing problems, please submit a bug report to the Continue team, providing as much detail as possible, including the log output and environment information.
Q&A: Autocomplete Returns Only One Line After First Successful Completion Using Ollama with Qwen2.5-coder:1.5b

Q: What is the issue with autocomplete returning only one line after the first successful completion using Ollama with Qwen2.5-coder:1.5b?

A: The issue is that the autocomplete feature in VSCode using a locally installed Ollama model qwen2.5-coder:1.5b returns only one line of completion after the first successful completion, despite similar context.

Q: What are the steps to reproduce the issue?

A: To reproduce the issue, follow these steps:

  1. Launch VSCode and start the extension in debug mode.
  2. Use Continue to trigger a completion request to the model.
  3. Observe:
    • First completion works as expected (multi-line).
    • Second and further completions return only one line.

Q: What are the possible causes of this issue?

A: The possible causes of this issue include:

  • Model caching: The model may be caching the results of previous requests, causing subsequent requests to return only a single line.
  • Contextual understanding: The model may not be able to understand the context of the subsequent requests, leading to incomplete or single-line responses.
  • Continue extension issues: The Continue extension may be causing the issue.

Q: How can I resolve the issue?

A: To resolve the issue, try the following:

  • Clear the model cache: Clearing the model cache may resolve the issue.
  • Update the model: Updating the model to the latest version may resolve the issue.
  • Adjust the model's settings: Adjusting the model's settings to improve its understanding of the context may resolve the issue.
  • Update the Continue extension: Updating the Continue extension to the latest version may resolve the issue.

Q: What should I do if I'm still experiencing problems after trying the above solutions?

A: If you're still experiencing problems after trying the above solutions, please submit a bug report to the Continue team, providing as much detail as possible, including the log output and environment information.

Q: How can I get help with this issue?

A: You can get help with this issue by:

  • Joining the Continue Discord: Joining the Continue Discord community may provide you with access to additional resources and support.
  • Checking the Continue Docs: Checking the Continue Docs may provide you with additional information and troubleshooting guides.
  • Submitting a bug report: Submitting a bug report to the Continue team may provide you with a direct line of communication with the developers and a faster resolution to the issue.

Q: Is this issue specific to the Qwen2.5-coder:1.5b model?

A: The issue may not be specific to the Qwen2.5-coder:1.5b model. It's possible that the issue may occur with other models as well. However, the Qwen2.5-coder:1.5b model is the specific model that has been reported to have this issue.

Q: Will the issue be fixed in a future update?

A: The issue may be fixed in a future update. However, the Continue team cannot provide specific timeline for when the issue will be resolved. It's recommended to keep an eye on the Continue Docs and the Continue Discord community for updates on the issue.