Error2 reports
Fix AssertionError
in vLLM
✅ Solution
AssertionError in vllm usually arises from unexpected or invalid states during execution, particularly when assumptions within the code are violated, as seen when `max_num_scheduled_tokens` is negative or when data types are incompatible. To fix this, carefully examine the error message and traceback to identify the violated assertion and the specific condition that triggered it; then, add input validation or adjust data types to ensure the asserted condition always holds true before proceeding with execution.
Related Issues
Real GitHub issues where developers encountered this error:
[Bug]: Negative max_num_scheduled_tokens bypasses validation (guard gated behind speculative decoding) → bare AssertionError in the schedulerMay 31, 2026
[Bug]: Step-3.5/3.7-Flash MTP speculative decoding fails to load on NVFP4 (drafter quantizes mtp_block, can't keep unquantized MTP weights)May 31, 2026
Timeline
First reported:May 31, 2026
Last reported:May 31, 2026