Fix race condition in async lora unload (#9084)

python/sglang/srt/lora/lora_registry.py

@@ -14,7 +14,6 @@
 
 
 import asyncio
-from collections import defaultdict
 from dataclasses import dataclass, field, fields
 from typing import Dict, List, Optional, Union
 from uuid import uuid4
@@ -106,7 +105,6 @@ class LoRARegistry:
                     f"LoRA with name {lora_name} does not exist. Loaded LoRAs: {self._registry.keys()}"
                 )
             del self._registry[lora_name]
-            del self._counters[lora_ref.lora_id]
 
         return lora_ref.lora_id
 
@@ -117,6 +115,9 @@ class LoRARegistry:
         """
 
         def _lookup(name: str) -> str:
+            if name is None:
+                return None
+
             lora_ref = self._registry.get(name, None)
             if lora_ref is None:
                 raise ValueError(
@@ -135,7 +136,11 @@ class LoRARegistry:
 
                 # Increment the counters only after all IDs are looked up.
                 await asyncio.gather(
-                    *[self._counters[id].increment(notify_all=False) for id in lora_ids]
+                    *[
+                        self._counters[id].increment(notify_all=False)
+                        for id in lora_ids
+                        if id is not None
+                    ]
                 )
                 return lora_ids
             else:
@@ -153,7 +158,11 @@ class LoRARegistry:
                 await self._counters[lora_id].decrement()
             elif isinstance(lora_id, list):
                 await asyncio.gather(
-                    *[self._counters[id].decrement() for id in lora_id]
+                    *[
+                        self._counters[id].decrement()
+                        for id in lora_id
+                        if id is not None
+                    ]
                 )
             else:
                 raise TypeError("lora_id must be either a string or a list of strings.")
@@ -169,10 +178,12 @@ class LoRARegistry:
         assert (
             lora_id not in self._registry
         ), "wait_for_unload should only be called after the LoRA adapter has been unregistered. "
-        counter = self._counters.get(lora_id)
+        assert (
-        if counter:
+            lora_id in self._counters
+        ), "The LoRA ID should still have a counter if it has been registered before."
+
         # Wait until no requests are using this LoRA adapter.
-            await counter.wait_for_zero()
+        await self._counters[lora_id].wait_for_zero()
         del self._counters[lora_id]
 
     def _register_adapter(self, lora_ref: LoRARef):

python/sglang/srt/managers/io_struct.py

@@ -455,6 +455,7 @@ class GenerateReqInput:
             log_metrics=self.log_metrics,
             modalities=self.modalities[i] if self.modalities else None,
             lora_path=self.lora_path[i] if self.lora_path is not None else None,
+            lora_id=self.lora_id[i] if self.lora_id is not None else None,
             custom_logit_processor=(
                 self.custom_logit_processor[i]
                 if self.custom_logit_processor is not None

python/sglang/srt/managers/tokenizer_manager.py

@@ -485,6 +485,10 @@ class TokenizerManager:
             await self.is_pause_cond.wait_for(lambda: not self.is_pause)
 
         async with self.model_update_lock.reader_lock:
+            if self.server_args.enable_lora and obj.lora_path:
+                # Look up the LoRA ID from the registry and start tracking ongoing LoRA requests.
+                obj.lora_id = await self.lora_registry.acquire(obj.lora_path)
+
             if obj.is_single:
                 tokenized_obj = await self._tokenize_one_request(obj)
                 state = self._send_one_request(obj, tokenized_obj, created_time)
@@ -552,11 +556,6 @@ class TokenizerManager:
         else:
             mm_inputs = None
 
-        if self.server_args.enable_lora and obj.lora_path:
-            # Start tracking ongoing requests for LoRA adapters and replace the user-friendly LoRA names in
-            # `lora_path` with their corresponding unique LoRA IDs, as required for internal processing.
-            obj.lora_id = await self.lora_registry.acquire(obj.lora_path)
-
         self._validate_one_request(obj, input_ids)
         return self._create_tokenized_object(
             obj, input_text, input_ids, input_embeds, mm_inputs, token_type_ids
@@ -774,10 +773,6 @@ class TokenizerManager:
                         msg = f"Finish: obj={dataclass_to_string_truncated(obj, max_length, skip_names=skip_names)}, out={dataclass_to_string_truncated(out, max_length, skip_names=out_skip_names)}"
                     logger.info(msg)
 
-                # Mark ongoing LoRA request as finished.
-                if self.server_args.enable_lora and obj.lora_path:
-                    await self.lora_registry.release(obj.lora_id)
-
                 # Check if this was an abort/error created by scheduler
                 if isinstance(out["meta_info"].get("finish_reason"), dict):
                     finish_reason = out["meta_info"]["finish_reason"]
@@ -796,6 +791,11 @@ class TokenizerManager:
                         # Delete the key to prevent resending abort request to the scheduler and
                         # to ensure aborted request state is cleaned up.
                         del self.rid_to_state[state.obj.rid]
+
+                        # Mark ongoing LoRA request as finished.
+                        if self.server_args.enable_lora and state.obj.lora_path:
+                            await self.lora_registry.release(state.obj.lora_id)
+
                         raise fastapi.HTTPException(
                             status_code=finish_reason["status_code"],
                             detail=finish_reason["message"],
@@ -1599,6 +1599,10 @@ class TokenizerManager:
                 meta_info["e2e_latency"] = state.finished_time - state.created_time
                 del self.rid_to_state[rid]
 
+                # Mark ongoing LoRA request as finished.
+                if self.server_args.enable_lora and state.obj.lora_path:
+                    asyncio.create_task(self.lora_registry.release(state.obj.lora_id))
+
             state.out_list.append(out_dict)
             state.event.set()
 

python/sglang/srt/utils.py

@@ -2960,7 +2960,7 @@ class ConcurrentCounter:
         This suspends the calling coroutine without blocking the thread, allowing
         other tasks to run while waiting. When the counter becomes zero, the coroutine resumes.
         """
-        self.wait_for(lambda count: count == 0)
+        await self.wait_for(lambda count: count == 0)
 
 
 @lru_cache(maxsize=1)