# Automated Testing for LLMOPs

**URL:** https://community.deeplearning.ai/c/short-course-q-a/automated-testing-for-llmops/422.md

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## [The token for the GitHub project has expired](https://community.deeplearning.ai/t/the-token-for-the-github-project-has-expired/894132)

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**Author:** [@Wyx11725](https://community.deeplearning.ai/u/Wyx11725)\
**Replies:** 1\
**Last updated:** [July 29, 2026, 4:07pm UTC](https://community.deeplearning.ai/t/the-token-for-the-github-project-has-expired/894132 "2026-07-29T16:07:52Z")

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Hi, I encountered a problem when running L2. When I was running on the experimental platform of the course, the token obtained through os.environ\[“GH\_TOKEN”\] seemed to be invalid. Please help to solve it. Expect your …

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## [\[L2\] Wrong assistant definition in "evaluate\_refusal" results in a failed test](https://community.deeplearning.ai/t/l2-wrong-assistant-definition-in-evaluate-refusal-results-in-a-failed-test/708295)

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**Author:** [@peterll](https://community.deeplearning.ai/u/peterll)\
**Replies:** 0\
**Last updated:** [October 14, 2024, 8:51pm UTC](https://community.deeplearning.ai/t/l2-wrong-assistant-definition-in-evaluate-refusal-results-in-a-failed-test/708295 "2024-10-14T20:51:18Z")

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“L2\_Filmed.ipynb” \> Cell 46 \> Lines 38 to 41 The following assistant chain is defined in the evaluate\_refusal function: assistant = assistant\_chain(human\_template, system\_message, …

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## [Model Reasoning before or after making a decision](https://community.deeplearning.ai/t/model-reasoning-before-or-after-making-a-decision/573831)

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**Author:** [@etrotta](https://community.deeplearning.ai/u/etrotta)\
**Replies:** 0\
**Last updated:** [February 18, 2024, 5:38pm UTC](https://community.deeplearning.ai/t/model-reasoning-before-or-after-making-a-decision/573831 "2024-02-18T17:38:16Z")

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In the Comprehensive Testing Framework, Reviewing evaluations section: Was the order of “Decision” and “Explanation” sections in the evaluation prompt arbitrary or are there any reasons to put the Decision before the Exp…