diff --git a/pyrogram/methods/advanced/save_file.py b/pyrogram/methods/advanced/save_file.py
index b99a3c43..5ecac6d8 100644
--- a/pyrogram/methods/advanced/save_file.py
+++ b/pyrogram/methods/advanced/save_file.py
@@ -134,23 +134,19 @@ class SaveFile:
 
         file_total_parts = int(math.ceil(file_size / part_size))
         is_big = file_size > 10 * 1024 * 1024
-        pool_size = 3 if is_big else 1
         workers_count = 4 if is_big else 1
         is_missing_part = file_id is not None
         file_id = file_id or self.rnd_id()
         md5_sum = md5() if not is_big and not is_missing_part else None
-        pool = [
-            Session(
-                self, await self.storage.dc_id(), await self.storage.auth_key(),
-                await self.storage.test_mode(), is_media=True
-            ) for _ in range(pool_size)
-        ]
-        workers = [self.loop.create_task(worker(session)) for session in pool for _ in range(workers_count)]
-        queue = asyncio.Queue(16)
+        session = Session(
+            self, await self.storage.dc_id(), await self.storage.auth_key(),
+            await self.storage.test_mode(), is_media=True
+        )
+        workers = [self.loop.create_task(worker(session)) for _ in range(workers_count)]
+        queue = asyncio.Queue(1)
 
         try:
-            for session in pool:
-                await session.start()
+            await session.start()
 
             fp.seek(part_size * file_part)
 
@@ -223,8 +219,7 @@ class SaveFile:
 
             await asyncio.gather(*workers)
 
-            for session in pool:
-                await session.stop()
+            await session.stop()
 
             if isinstance(path, (str, PurePath)):
                 fp.close()