switched to HF text-generation-inference

This commit is contained in:
Yannic Kilcher
2023-02-08 23:52:39 +01:00
parent af6885d416
commit bab056a73b
6 changed files with 47 additions and 12 deletions
+30 -6
View File
@@ -54,24 +54,48 @@ def main(
"top_p": work_request.top_p,
"temperature": work_request.temperature,
"seed": work_request.seed,
# "stop": ["User:", "Assistant:"], # TODO: this doesn't work... why?
},
},
stream=True,
headers={"Accept": "text/event-stream"},
)
response.raise_for_status()
try:
response.raise_for_status()
except requests.HTTPError:
logger.exception("Failed to get response from inference server")
return
client = sseclient.SSEClient(response)
for event in client.events():
logger.debug(f"Received event: {event}")
data = json.loads(event.data)
if data["is_end"]:
if data["generated_text"]:
break
intermediate = data["event"]
ws.send(inference.WorkResponsePacket(token=intermediate["token"]).json())
ws.send(inference.WorkResponsePacket(is_end=True).json())
token = data["token"]
ws.send(
inference.WorkResponsePacket(
token=inference.TokenResponse(
text=token["text"],
log_prob=token["logprob"],
token_id=token["id"],
)
).json()
)
ws.send(
inference.WorkResponsePacket(
is_end=True,
generated_text=inference.GeneratedTextResponse(
text=data["generated_text"],
),
).json()
)
def on_error(ws: websocket.WebSocket, error: Exception):
logger.error(f"Connection error: {error}")
try:
raise error
except Exception:
logger.exception("Error in websocket")
def on_close(ws: websocket.WebSocket, close_status_code: int, close_msg: str):
logger.warning(f"Connection closed: {close_status_code=} {close_msg=}")