Add embeding compute task

This commit is contained in:
tsukasa
2023-08-31 15:45:02 +08:00
parent 39eb96f9e3
commit febe28eecc
3 changed files with 40 additions and 24 deletions
+8
View File
@@ -38,6 +38,14 @@ class ComputeTask:
self.params["model_name"] = "gpt-4-0613"
self.params["max_token_size"] = max_token_size
def set_embeding_params(self, model_name, input, callchain_id = None):
self.task_type = "embeding"
self.create_time = time.time()
self.task_id = uuid.uuid4().hex
self.callchain_id = callchain_id
self.params["model_name"] = model_name
self.params["input"] = input
def display(self) -> str:
return f"ComputeTask: {self.task_id} {self.task_type} {self.state}"
+31 -23
View File
@@ -47,31 +47,39 @@ class OpenAI_ComputeNode(ComputeNode):
def _run_task(self,task:ComputeTask):
task.state = ComputeTaskState.RUNNING
mode_name = task.params["model_name"]
# max_token_size = task.params["max_token_size"]
prompts = task.params["prompts"]
# switch tsak type
if task.task_type == "llm_completion":
mode_name = task.params["model_name"]
# max_token_size = task.params["max_token_size"]
prompts = task.params["prompts"]
logger.info(f"call openai {mode_name} prompts: {prompts}")
resp = openai.ChatCompletion.create(model=mode_name,
messages=prompts,
max_tokens=4000,
temperature=1.2)
logger.info(f"openai response: {resp}")
status_code = resp["choices"][0]["finish_reason"]
if status_code != "stop":
task.state = ComputeTaskState.ERROR
task.error_str =f"The status code was {status_code}."
return None
result = ComputeTaskResult()
result.set_from_task(task)
result.worker_id = self.node_id
result.result_str = resp["choices"][0]["message"]["content"]
result.result = resp["choices"][0]["message"]
return result
mode_name = task.params["model_name"]
# max_token_size = task.params["max_token_size"]
prompts = task.params["prompts"]
logger.info(f"call openai {mode_name} prompts: {prompts}")
resp = openai.ChatCompletion.create(model=mode_name,
messages=prompts,
max_tokens=4000,
temperature=1.2)
logger.info(f"openai response: {resp}")
status_code = resp["choices"][0]["finish_reason"]
if status_code != "stop":
task.state = ComputeTaskState.ERROR
task.error_str =f"The status code was {status_code}."
return None
result = ComputeTaskResult()
result.set_from_task(task)
result.worker_id = self.node_id
result.result_str = resp["choices"][0]["message"]["content"]
result.result = resp["choices"][0]["message"]
return result
if task.task_type == "embeding":
pass
def start(self):
async def _run_task_loop():
while True: