bash format

Signed-off-by: Sophie du Couédic <[email protected]>

Author: sducouedic

docs/contributing/continuous_batching/overview.md

@@ -48,18 +48,21 @@ For `long_context.py`: the same parameters, but with some differences:
     * Scheduler Steps Tests: `vllm-spyre/tests/e2e/test_spyre_cb_scheduler_steps.py`
     * Other Tests: various files including `vllm-spyre/tests/e2e/test_spyre_cb.py`
 
+<!-- markdownlint-disable MD031 MD046 -->
 ### Usage (when running locally)
+
 #### Commands
-```bash
-# Runs all the tests
-python -m pytest -svx -m "spyre and cb" --forked tests
 
-# Runs specific test file
-python -m pytest -svx -m "spyre and cb" --forked tests/e2e/test_spyre_cb_scheduler_steps.py
+    # Runs all the tests
+    python -m pytest -svx -m "spyre and cb" --forked tests
+    
+    # Runs specific test file
+    python -m pytest -svx -m "spyre and cb" --forked tests/e2e/test_spyre_cb_scheduler_steps.py
+    
+    # Runs specific test function
+    python -m pytest -svx -m "spyre and cb" --forked tests/e2e/test_spyre_basic.py::test_output
 
-# Runs specific test function
-python -m pytest -svx -m "spyre and cb" --forked tests/e2e/test_spyre_basic.py::test_output
-```
+<!-- markdownlint-enable MD031 MD046 -->
 
 #### Parameters description
 * `-x` option: stops the execution as soon as a test fails
@@ -69,7 +72,7 @@ python -m pytest -svx -m "spyre and cb" --forked tests/e2e/test_spyre_basic.py::
 * `-m "spyre and cb"`: runs the tests with configurations marked as "spyre" and "cb" only
 
 !!! tip
-    To run a test with a different model than the default `ibm-ai-platform/micro-g3.3-8b-instruct-1b`, you can run the test with `VLLM_SPYRE_TEST_MODEL_LIST` environment variable set to the targer model, for example: 
+    To run a test with a different model than the default `ibm-ai-platform/micro-g3.3-8b-instruct-1b`, you can run the test with `VLLM_SPYRE_TEST_MODEL_LIST` environment variable set to the targer model, for example:
     ```bash
     VLLM_SPYRE_TEST_MODEL_LIST='tiny-granite-3.2-8b' python -m pytest -svx -m "spyre and cb" --forked tests/e2e/test_spyre_cb.py
     ```
@@ -97,7 +100,6 @@ Output tests checks the correctness of the output of CB on a set of prompts. For
     This applies for sendnn backend, on CPU the tokens need to additionally be exactly the same for the test to pass
 * The test passes if: the logprobs of HF on CPU and vLLM (on Spyre or CPU depending on the backend) are compared, and the test passes only if the pairwise relative differences of the values are all below a threshold: `math.isclose(hf_logprob, vllm_logprob, rel_tol=0.35)`. Otherwise it fails. There is no logic that takes into account the fact that the tokens might becomes different at some point, making the logits diverging.
 
-
 #### Scheduler Steps Tests
 
 See [Scheduler Steps Tests](tests/scheduler_steps_tests.md)