Update configs and code

This commit is contained in:
mzr1996 2023-07-05 11:45:08 +08:00
parent c94cc94348
commit 04dd01a235
15 changed files with 61 additions and 212 deletions

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from mmengine.config import read_base
with read_base():
from .CLUE_CMRC_gen_72a8d5 import CMRC_datasets # noqa: F401, F403

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from mmengine.config import read_base
with read_base():
from .FewCLUE_eprstmt_ppl_d3c387 import eprstmt_datasets # noqa: F401, F403

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from mmengine.config import read_base
with read_base():
from .SuperGLUE_AX_b_ppl_4bd960 import AX_b_datasets # noqa: F401, F403

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from mmengine.config import read_base
with read_base():
from .XCOPA_ppl_6215c4 import XCOPA_datasets # noqa: F401, F403

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from mmengine.config import read_base
with read_base():
from .agieval_gen_dc7dae import agieval_datasets # noqa: F401, F403

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from mmengine.config import read_base
with read_base():
from .flores_gen_8eb9ca import flores_datasets # noqa: F401, F403

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from mmengine.config import read_base
with read_base():
from .mmlu_ppl_c6bbe6 import mmlu_datasets # noqa: F401, F403

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from mmengine.config import read_base
with read_base():
from .summscreen_gen_997ee2 import summscreen_datasets # noqa: F401, F403

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from mmengine.config import read_base
with read_base():
from .winogrande_gen_c19d87 import winogrande_datasets # noqa: F401, F403

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# New A Model

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# 评估策略

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from opencompass.registry import TEXT_POSTPROCESSORS
@TEXT_POSTPROCESSORS.register_module('strategyqa')
def strategyqa_pred_postprocess(text: str) -> str:
text = text.split('\n\n')[0]
strategyqa_pre = text.split('So the answer is ')[-1].strip().replace(
'.', '')
return strategyqa_pre
@TEXT_POSTPROCESSORS.register_module('strategyqa_dataset')
def strategyqa_dataset_postprocess(text: str) -> str:
return 'yes' if str(text) == 'True' else 'no'

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from .base import BaseModel, LMTemplateParser # noqa
from .base_api import APITemplateParser, BaseAPIModel # noqa
from .glm import GLM130B # noqa: F401, F403
from .huggingface import HuggingFace # noqa: F401, F403
from .huggingface import HuggingFaceCausalLM # noqa: F401, F403
from .openai_api import OpenAI # noqa: F401

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import json
from concurrent.futures import ThreadPoolExecutor
from typing import Dict, List, Optional, Union
from opencompass.registry import MODELS
from opencompass.utils.prompt import PromptList
from .base_api import BaseAPIModel
PromptType = Union[PromptList, str]
@MODELS.register_module(name=['XunFei'])
class XunFei(BaseAPIModel):
"""Model wrapper around OpenAI-AllesAPIN.
Args:
path (str): The name of OpenAI's model.
max_seq_len (int): Unused here.
call_interval (float): The minimum time interval in seconds between two
calls to the API. Defaults to 1.
retry (int): Number of retires if the API call fails. Defaults to 2.
"""
def __init__(self,
path: str,
appid: str,
api_secret: str,
api_key: str,
query_per_second: int = 2,
max_seq_len: int = 2048,
meta_template: Optional[Dict] = None,
retry: int = 2):
super().__init__(path=path,
max_seq_len=max_seq_len,
query_per_second=query_per_second,
meta_template=meta_template,
retry=retry)
import ssl
import threading
from urllib.parse import urlencode, urlparse
import websocket
self.urlencode = urlencode
self.websocket = websocket
self.websocket.enableTrace(False)
self.threading = threading
self.ssl = ssl
# weird auth keys
self.APISecret = api_secret
self.APIKey = api_key
self.appid = appid
self.hostname = urlparse(path).netloc
self.hostpath = urlparse(path).path
self.headers = {
'content-type': 'application/json',
}
def get_url(self):
from datetime import datetime
from time import mktime
from wsgiref.handlers import format_date_time
cur_time = datetime.now()
date = format_date_time(mktime(cur_time.timetuple()))
tmp = f'host: {self.hostname}\n'
tmp += 'date: ' + date + '\n'
tmp += 'GET ' + self.hostpath + ' HTTP/1.1'
import hashlib
import hmac
tmp_sha = hmac.new(self.APISecret.encode('utf-8'),
tmp.encode('utf-8'),
digestmod=hashlib.sha256).digest()
import base64
signature = base64.b64encode(tmp_sha).decode(encoding='utf-8')
authorization_origin = (f'api_key="{self.APIKey}", '
'algorithm="hmac-sha256", '
'headers="host date request-line", '
f'signature="{signature}"')
authorization = base64.b64encode(
authorization_origin.encode('utf-8')).decode(encoding='utf-8')
v = {
'authorization': authorization,
'date': date,
'host': self.hostname
}
url = self.path + '?' + self.urlencode(v)
return url
def generate(
self,
inputs: List[str or PromptList],
max_out_len: int = 512,
) -> List[str]:
"""Generate results given a list of inputs.
Args:
inputs (List[str or PromptList]): A list of strings or PromptDicts.
The PromptDict should be organized in OpenCompass'
API format.
max_out_len (int): The maximum length of the output.
Returns:
List[str]: A list of generated strings.
"""
with ThreadPoolExecutor() as executor:
results = list(
executor.map(self._generate, inputs,
[max_out_len] * len(inputs)))
return results
def _generate(
self,
input: str or PromptList,
max_out_len: int = 512,
) -> List[str]:
"""Generate results given an input.
Args:
inputs (str or PromptList): A string or PromptDict.
The PromptDict should be organized in OpenCompass'
API format.
max_out_len (int): The maximum length of the output.
Returns:
str: The generated string.
"""
assert isinstance(input, (str, PromptList))
# FIXME: messages only contains the last input
if isinstance(input, str):
messages = [{'role': 'user', 'content': input}]
else:
messages = []
# word_ctr = 0
# TODO: Implement truncation in PromptList
for item in input:
msg = {'content': item['prompt']}
# if word_ctr >= self.max_seq_len:
# break
# if len(msg['content']) + word_ctr > self.max_seq_len:
# msg['content'] = msg['content'][word_ctr -
# self.max_seq_len:]
# word_ctr += len(msg['content'])
if item['role'] == 'HUMAN':
msg['role'] = 'user'
elif item['role'] == 'BOT':
msg['role'] = 'assistant'
messages.append(msg)
# in case the word break results in even number of messages
# if len(messages) > 0 and len(messages) % 2 == 0:
# messages = messages[:-1]
data = {
'header': {
'app_id': self.appid,
},
'parameter': {
'chat': {
'domain': 'general',
'max_tokens': max_out_len,
}
},
'payload': {
'message': {
'text': messages
}
}
}
msg = ''
err_code = None
err_data = None
content_received = self.threading.Event()
def on_open(ws):
nonlocal data
ws.send(json.dumps(data))
def on_message(ws, message):
nonlocal msg, err_code, err_data, content_received
err_data = json.loads(message)
err_code = err_data['header']['code']
if err_code != 0:
content_received.set()
ws.close()
else:
choices = err_data['payload']['choices']
status = choices['status']
msg += choices['text'][0]['content']
if status == 2:
content_received.set()
ws.close()
ws = self.websocket.WebSocketApp(self.get_url(),
on_message=on_message,
on_open=on_open)
ws.appid = self.appid
ws.question = messages[-1]['content']
for _ in range(self.retry):
self.wait()
ws.run_forever(sslopt={'cert_reqs': self.ssl.CERT_NONE})
content_received.wait()
if err_code == 0:
return msg.strip()
if err_code == 10013:
return err_data['header']['message']
raise RuntimeError(f'Code: {err_code}, data: {err_data}')

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from .dlc import * # noqa: F401, F403
from .local import * # noqa: F401, F403
from .slurm import * # noqa: F401, F403