Fix AssertionError

✅ Solution

AssertionError in vllm often arises due to unexpected mismatches in expected vs. actual values, such as incorrect tensor shapes/dtypes in CUDA kernels or scheduler logic errors related to placeholder management. To fix, thoroughly validate input data shapes and types before critical operations, and add more robust error handling with informative logs to pinpoint the source of the discrepancy in the assertion condition.