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add claude3-vision (open-compass#118)
* add claude3-vision * add claudeAPI
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Original file line number | Diff line number | Diff line change |
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from vlmeval.smp import * | ||
from vlmeval.api.base import BaseAPI | ||
from time import sleep | ||
import base64 | ||
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url = "https://openxlab.org.cn/gw/alles-apin-hub/v1/claude/v1/text/chat" | ||
headers = { | ||
'alles-apin-token': '', | ||
'Content-Type': 'application/json' | ||
} | ||
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class Claude_Wrapper(BaseAPI): | ||
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is_api: bool = True | ||
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def __init__(self, | ||
model: str = 'claude-3-opus-20240229', | ||
key: str = None, | ||
retry: int = 10, | ||
wait: int = 3, | ||
system_prompt: str = None, | ||
verbose: bool = True, | ||
temperature: float = 0, | ||
max_tokens: int = 1024, | ||
**kwargs): | ||
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self.model = model | ||
self.headers = headers | ||
self.temperature = temperature | ||
self.max_tokens = max_tokens | ||
if key is not None: | ||
self.key = key | ||
else: | ||
self.key = os.environ.get('ALLES', '') | ||
self.headers['alles-apin-token'] = self.key | ||
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super().__init__(retry=retry, wait=wait, verbose=verbose, system_prompt=system_prompt, **kwargs) | ||
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@staticmethod | ||
def build_msgs(msgs_raw): | ||
messages = [] | ||
message = {"role": "user", "content": []} | ||
for msg in msgs_raw: | ||
if isimg(msg): | ||
media_type_map = { | ||
'jpg': 'image/jpeg', | ||
'jpeg': 'image/jpeg', | ||
'png': 'image/png', | ||
'gif': 'image/gif', | ||
'webp': 'iamge/webp' | ||
} | ||
media_type = media_type_map[msg.split('.')[-1].lower()] | ||
with open(msg, "rb") as file: | ||
image_data = base64.b64encode(file.read()).decode("utf-8") | ||
item = { | ||
'type': 'image', | ||
'source': {'type': 'base64', 'media_type': media_type, 'data': image_data} | ||
} | ||
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else: | ||
item = {'type': 'text', 'text': msg} | ||
message['content'].append(item) | ||
messages.append(message) | ||
return messages | ||
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def generate_inner(self, inputs, **kwargs) -> str: | ||
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payload = json.dumps({ | ||
"model": self.model, | ||
"max_tokens": self.max_tokens, | ||
"messages": self.build_msgs(msgs_raw=inputs), | ||
**kwargs | ||
}) | ||
response = requests.request("POST", url, headers=headers, data=payload) | ||
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ret_code = response.status_code | ||
retry = self.retry | ||
while ret_code == 429 and retry > 0: | ||
sleep(15) | ||
response = requests.request("POST", url, headers=headers, data=payload) | ||
ret_code = response.status_code | ||
retry -= 1 | ||
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ret_code = 0 if (200 <= int(ret_code) < 300) else ret_code | ||
answer = self.fail_msg | ||
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try: | ||
resp_struct = json.loads(response.text) | ||
answer = resp_struct['data']['content'][0]['text'].strip() | ||
except: | ||
pass | ||
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return ret_code, answer, response | ||
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class Claude3V(Claude_Wrapper): | ||
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def generate(self, image_path, prompt, dataset=None): | ||
return super(Claude_Wrapper, self).generate([image_path, prompt]) | ||
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def interleave_generate(self, ti_list, dataset=None): | ||
return super(Claude_Wrapper, self).generate(ti_list) |
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