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Fix tokens2 #748

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Feb 26, 2025
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3 changes: 3 additions & 0 deletions lightllm/models/internvl/model.py
Original file line number Diff line number Diff line change
Expand Up @@ -47,6 +47,9 @@ def get_image_token_length(self, img: ImageItem):
def encode(self, prompt, multimodal_params: MultimodalParams = None, **kwargs):
# TEXT<image>TEXT<image>TEXT --> TEXT<img></img>TEXT<img></img>TEXT
image_tokens = IMG_START_TOKEN + IMG_END_TOKEN
if multimodal_params is None:
add_special_tokens = kwargs.get("add_special_tokens", True)
return self.tokenizer.encode(prompt, add_special_tokens=add_special_tokens)
image_count = len(multimodal_params.images)
prompt = prompt.replace(IMG_TOKEN, image_tokens, image_count)

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3 changes: 2 additions & 1 deletion lightllm/server/api_http.py
Original file line number Diff line number Diff line change
Expand Up @@ -325,7 +325,8 @@ async def tokens(request: Request):
try:
request_dict = await request.json()
prompt = request_dict.pop("text")
return JSONResponse({"ntokens": g_objs.httpserver_manager.tokens(prompt)}, status_code=200)
parameters = request_dict.pop("parameters")
return JSONResponse({"ntokens": g_objs.httpserver_manager.tokens(prompt, parameters)}, status_code=200)
except Exception as e:
return create_error_response(HTTPStatus.EXPECTATION_FAILED, f"error: {str(e)}")

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5 changes: 3 additions & 2 deletions lightllm/server/httpserver/manager.py
Original file line number Diff line number Diff line change
Expand Up @@ -121,8 +121,9 @@ async def _release_multimodal_resources(self, multimodal_params: MultimodalParam
img.token_num = None
return

def tokens(self, prompt):
prompt_ids = self.tokenizer.encode(prompt)
def tokens(self, prompt, kwargs=None):
kwargs = {} if kwargs is None else kwargs
prompt_ids = self.tokenizer.encode(prompt, None, **kwargs)
return len(prompt_ids)

async def generate(
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