diff --git a/litellm/litellm_core_utils/get_model_cost_map.py b/litellm/litellm_core_utils/get_model_cost_map.py
index 2bdfbc66088..cdc4810ff04 100644
--- a/litellm/litellm_core_utils/get_model_cost_map.py
+++ b/litellm/litellm_core_utils/get_model_cost_map.py
@@ -45,7 +45,6 @@ def _count_model_entries(model_cost: dict) -> int:
 
 
 def git_blob_id(body: bytes) -> str:
-    """The sha1 git gives these bytes as a blob, so ``git rev-parse <commit>:<path>`` reproduces it for the file"""
     return hashlib.sha1(b"blob %d\0" % len(body) + body, usedforsecurity=False).hexdigest()
 
 
@@ -70,7 +69,6 @@ class GetModelCostMap:
 
     @staticmethod
     def load_local_model_cost_map_with_revision() -> "ModelCostMapReloaded":
-        """The bundled backup map together with the git blob id of the file it was parsed from"""
         body: Final = GetModelCostMap.read_local_model_cost_map_bytes()
         content: Final = json.loads(body)
         return ModelCostMapReloaded(model_cost_map=content, revision=git_blob_id(body))
@@ -413,9 +411,6 @@ class CostMapSourceInfo(CostMapProvenance):
 
 
 def get_model_cost_map_provenance() -> CostMapProvenance:
-    """Which revision of the cost map this process serves: the git blob id of the bytes it loaded, the
-    same id ``git rev-parse <commit>:model_prices_and_context_window.json`` prints for a checkout, plus
-    the ETag the remote fetch returned (None for the bundled backup)"""
     return {
         "source_revision": _cost_map_source_info.source_revision,
         "etag": _cost_map_source_info.etag,
@@ -520,7 +515,6 @@ def _finalize_model_cost_map(model_cost: dict) -> dict:
 
 
 def _finalize_loaded_model_cost_map(loaded: ModelCostMapReloaded) -> ModelCostMapReloaded:
-    """Record which bytes this process now serves, then finalize the map they parsed into"""
     _cost_map_source_info.source_revision = loaded.revision
     _cost_map_source_info.etag = loaded.etag
     return replace(loaded, model_cost_map=_finalize_model_cost_map(loaded.model_cost_map))
diff --git a/tests/test_litellm/litellm_core_utils/test_get_model_cost_map.py b/tests/test_litellm/litellm_core_utils/test_get_model_cost_map.py
index 7c3ad283639..18794ea7eec 100644
--- a/tests/test_litellm/litellm_core_utils/test_get_model_cost_map.py
+++ b/tests/test_litellm/litellm_core_utils/test_get_model_cost_map.py
@@ -40,8 +40,6 @@ def _bundled_blob_id() -> str:
 
 
 def test_git_blob_id_is_what_git_hash_object_prints():
-    """An operator checks a reported revision with ``git hash-object`` or ``git rev-parse <commit>:<path>``,
-    so the id must be git's blob sha1 of the exact bytes, not a plain sha1 or a hash of the parsed JSON."""
     assert git_blob_id(b'{"gpt-5.4-mini": {"mode": "chat"}}\n') == "18b9a8381e13a3b38a2128f184f631f95829e987"
 
 
@@ -516,9 +514,6 @@ async def test_refetch_respects_local_env_override(monkeypatch):
 
 @pytest.mark.asyncio
 async def test_refetch_records_the_blob_id_of_the_bytes_served_and_the_fetch_etag():
-    """A reload reports which revision of the map it swapped in: the git blob id of the exact bytes the
-    fetch returned, so ``git rev-parse <commit>:model_prices_and_context_window.json`` can confirm it,
-    plus the ETag the fetch returned."""
     body = _real_map_bytes()
     client, _ = _mock_client([httpx.Response(200, headers={"ETag": 'W/"abc123"'}, content=body)])
 
@@ -532,7 +527,6 @@ async def test_refetch_records_the_blob_id_of_the_bytes_served_and_the_fetch_eta
 
 @pytest.mark.asyncio
 async def test_refetch_revision_follows_the_bytes_not_the_url():
-    """Two fetches of the same URL that return different bytes report different revisions."""
     edited = json.loads(_real_map_bytes())
     edited["gpt-5.4-mini"]["input_cost_per_token"] = 0.5
     client, _ = _mock_client(
@@ -549,8 +543,6 @@ async def test_refetch_revision_follows_the_bytes_not_the_url():
 
 @pytest.mark.asyncio
 async def test_refetch_local_override_reports_the_bundled_blob_id_without_an_etag(monkeypatch):
-    """Forcing the bundled backup after a remote reload must report the backup's own blob id and drop the
-    remote ETag, since the map served is no longer the one that ETag identifies."""
     remote, _ = _mock_client([httpx.Response(200, headers={"ETag": 'W/"remote"'}, content=_real_map_bytes())])
     await refetch_model_cost_map(url=_URL, sleep=_SleepRecorder(), rng=random.Random(0), client=remote)
     monkeypatch.setenv("LITELLM_LOCAL_MODEL_COST_MAP", "True")
@@ -670,8 +662,6 @@ def test_boot_load_records_the_blob_id_of_the_bytes_served_and_the_fetch_etag():
 
 
 def test_boot_load_fallback_to_the_backup_reports_its_blob_id_and_drops_the_remote_etag():
-    """A boot that lands on the bundled backup reports the backup's own blob id and no ETag, even
-    when an earlier load in the same process had fetched the remote map."""
     remote, _ = _mock_client(
         [httpx.Response(200, headers={"ETag": 'W/"boot"'}, content=_real_map_bytes())], client_cls=httpx.Client
     )
@@ -687,8 +677,6 @@ def test_boot_load_fallback_to_the_backup_reports_its_blob_id_and_drops_the_remo
 
 
 def test_boot_load_that_fails_the_integrity_check_reports_the_backup_not_the_rejected_fetch():
-    """A fetch that succeeds but fails integrity validation is thrown away, so the provenance must
-    describe the backup that got loaded, never the ETag or bytes of the map that was rejected."""
     remote, _ = _mock_client(
         [httpx.Response(200, headers={"ETag": 'W/"boot"'}, content=_real_map_bytes())], client_cls=httpx.Client
     )
diff --git a/tests/test_litellm/proxy/proxy_server/test_routes_model_cost_map.py b/tests/test_litellm/proxy/proxy_server/test_routes_model_cost_map.py
index 0490993a314..36c364fb82b 100644
--- a/tests/test_litellm/proxy/proxy_server/test_routes_model_cost_map.py
+++ b/tests/test_litellm/proxy/proxy_server/test_routes_model_cost_map.py
@@ -50,7 +50,6 @@ def _attach_litellm_config(mock_prisma):
 
 
 def _pin_provenance(monkeypatch):
-    """Fix what this process reports as its cost map revision, independent of the map loaded at import."""
     monkeypatch.setattr(
         "litellm.litellm_core_utils.get_model_cost_map.get_model_cost_map_provenance",
         lambda: dict(_PROVENANCE),
@@ -110,8 +109,6 @@ def test_reload_model_cost_map_happy(client, auth_as, monkeypatch, mock_prisma):
 def test_reload_model_cost_map_surfaces_the_blob_id_of_the_bytes_served_on_every_status_surface(
     client, auth_as, monkeypatch, mock_prisma
 ):
-    """A real refetch through the reload route reports the git blob id of the exact bytes it fetched and
-    the fetch ETag on the reload response, the source route, and the schedule status alike."""
     import httpx
 
     import litellm