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-rw-r--r--g4f/Provider/HuggingChat.py69
1 files changed, 39 insertions, 30 deletions
diff --git a/g4f/Provider/HuggingChat.py b/g4f/Provider/HuggingChat.py
index c130d183..f1010c1c 100644
--- a/g4f/Provider/HuggingChat.py
+++ b/g4f/Provider/HuggingChat.py
@@ -2,16 +2,16 @@ from __future__ import annotations
import json, requests, re
-from curl_cffi import requests as cf_reqs
-from ..typing import CreateResult, Messages
+from curl_cffi import requests as cf_reqs
+from ..typing import CreateResult, Messages
from .base_provider import ProviderModelMixin, AbstractProvider
-from .helper import format_prompt
+from .helper import format_prompt
class HuggingChat(AbstractProvider, ProviderModelMixin):
- url = "https://huggingface.co/chat"
- working = True
+ url = "https://huggingface.co/chat"
+ working = True
supports_stream = True
- default_model = "mistralai/Mixtral-8x7B-Instruct-v0.1"
+ default_model = "meta-llama/Meta-Llama-3.1-70B-Instruct"
models = [
'meta-llama/Meta-Llama-3.1-70B-Instruct',
'meta-llama/Meta-Llama-3.1-405B-Instruct-FP8',
@@ -19,24 +19,41 @@ class HuggingChat(AbstractProvider, ProviderModelMixin):
'mistralai/Mixtral-8x7B-Instruct-v0.1',
'NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO',
'01-ai/Yi-1.5-34B-Chat',
- 'mistralai/Mistral-7B-Instruct-v0.2',
+ 'mistralai/Mistral-7B-Instruct-v0.3',
'microsoft/Phi-3-mini-4k-instruct',
]
-
+
model_aliases = {
- "mistralai/Mistral-7B-Instruct-v0.1": "mistralai/Mistral-7B-Instruct-v0.2"
+ "llama-3.1-70b": "meta-llama/Meta-Llama-3.1-70B-Instruct",
+ "llama-3.1-405b": "meta-llama/Meta-Llama-3.1-405B-Instruct-FP8",
+ "command-r-plus": "CohereForAI/c4ai-command-r-plus",
+ "mixtral-8x7b": "mistralai/Mixtral-8x7B-Instruct-v0.1",
+ "mixtral-8x7b": "NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO",
+ "yi-1.5-34b": "01-ai/Yi-1.5-34B-Chat",
+ "mistral-7b": "mistralai/Mistral-7B-Instruct-v0.3",
+ "phi-3-mini-4k": "microsoft/Phi-3-mini-4k-instruct",
}
@classmethod
+ def get_model(cls, model: str) -> str:
+ if model in cls.models:
+ return model
+ elif model in cls.model_aliases:
+ return cls.model_aliases[model]
+ else:
+ return cls.default_model
+
+ @classmethod
def create_completion(
cls,
model: str,
messages: Messages,
stream: bool,
- **kwargs) -> CreateResult:
-
- if (model in cls.models) :
-
+ **kwargs
+ ) -> CreateResult:
+ model = cls.get_model(model)
+
+ if model in cls.models:
session = cf_reqs.Session()
session.headers = {
'accept': '*/*',
@@ -54,29 +71,24 @@ class HuggingChat(AbstractProvider, ProviderModelMixin):
'sec-fetch-site': 'same-origin',
'user-agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/127.0.0.0 Safari/537.36',
}
-
- print(model)
json_data = {
'model': model,
}
-
response = session.post('https://huggingface.co/chat/conversation', json=json_data)
conversationId = response.json()['conversationId']
-
response = session.get(f'https://huggingface.co/chat/conversation/{conversationId}/__data.json?x-sveltekit-invalidated=01',)
-
data: list = (response.json())["nodes"][1]["data"]
keys: list[int] = data[data[0]["messages"]]
message_keys: dict = data[keys[0]]
messageId: str = data[message_keys["id"]]
settings = {
- "inputs":format_prompt(messages),
- "id":messageId,
- "is_retry":False,
- "is_continue":False,
- "web_search":False,
- "tools":[]
+ "inputs": format_prompt(messages),
+ "id": messageId,
+ "is_retry": False,
+ "is_continue": False,
+ "web_search": False,
+ "tools": []
}
headers = {
@@ -96,9 +108,8 @@ class HuggingChat(AbstractProvider, ProviderModelMixin):
'user-agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/127.0.0.0 Safari/537.36',
}
-
files = {
- 'data': (None, json.dumps(settings, separators=(',', ':'))),
+ 'data': (None, json.dumps(settings, separators=(',', ':'))),
}
response = requests.post(f'https://huggingface.co/chat/conversation/{conversationId}',
@@ -106,7 +117,6 @@ class HuggingChat(AbstractProvider, ProviderModelMixin):
headers=headers,
files=files,
)
-
first_token = True
for line in response.iter_lines():
line = json.loads(line)
@@ -119,11 +129,10 @@ class HuggingChat(AbstractProvider, ProviderModelMixin):
if first_token:
token = token.lstrip().replace('\u0000', '')
first_token = False
-
else:
token = token.replace('\u0000', '')
- yield (token)
-
+ yield token
+
elif line["type"] == "finalAnswer":
break \ No newline at end of file