summaryrefslogtreecommitdiffstats
path: root/g4f/Provider/HuggingChat.py
diff options
context:
space:
mode:
Diffstat (limited to '')
-rw-r--r--g4f/Provider/HuggingChat.py195
1 files changed, 102 insertions, 93 deletions
diff --git a/g4f/Provider/HuggingChat.py b/g4f/Provider/HuggingChat.py
index f7c6b581..7ebbf570 100644
--- a/g4f/Provider/HuggingChat.py
+++ b/g4f/Provider/HuggingChat.py
@@ -1,33 +1,51 @@
from __future__ import annotations
-import json, requests, re
+import json
+import requests
-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',
- 'CohereForAI/c4ai-command-r-plus',
- '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',
- 'microsoft/Phi-3-mini-4k-instruct',
+ 'CohereForAI/c4ai-command-r-plus-08-2024',
+ 'Qwen/Qwen2.5-72B-Instruct',
+ 'nvidia/Llama-3.1-Nemotron-70B-Instruct-HF',
+ 'meta-llama/Llama-3.2-11B-Vision-Instruct',
+ 'NousResearch/Hermes-3-Llama-3.1-8B',
+ 'mistralai/Mistral-Nemo-Instruct-2407',
+ 'microsoft/Phi-3.5-mini-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",
+ "command-r-plus": "CohereForAI/c4ai-command-r-plus-08-2024",
+ "qwen-2-72b": "Qwen/Qwen2.5-72B-Instruct",
+ "nemotron-70b": "nvidia/Llama-3.1-Nemotron-70B-Instruct-HF",
+ "llama-3.2-11b": "meta-llama/Llama-3.2-11B-Vision-Instruct",
+ "hermes-3": "NousResearch/Hermes-3-Llama-3.1-8B",
+ "mistral-nemo": "mistralai/Mistral-Nemo-Instruct-2407",
+ "phi-3.5-mini": "microsoft/Phi-3.5-mini-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,
@@ -35,108 +53,99 @@ class HuggingChat(AbstractProvider, ProviderModelMixin):
stream: bool,
**kwargs
) -> CreateResult:
+ model = cls.get_model(model)
- if (model in cls.models) :
-
- session = requests.Session()
- headers = {
- 'accept' : '*/*',
- 'accept-language' : 'en,fr-FR;q=0.9,fr;q=0.8,es-ES;q=0.7,es;q=0.6,en-US;q=0.5,am;q=0.4,de;q=0.3',
- 'cache-control' : 'no-cache',
- 'origin' : 'https://huggingface.co',
- 'pragma' : 'no-cache',
- 'priority' : 'u=1, i',
- 'referer' : 'https://huggingface.co/chat/',
- 'sec-ch-ua' : '"Not/A)Brand";v="8", "Chromium";v="126", "Google Chrome";v="126"',
- 'sec-ch-ua-mobile' : '?0',
+ if model in cls.models:
+ session = cf_reqs.Session()
+ session.headers = {
+ 'accept': '*/*',
+ 'accept-language': 'en',
+ 'cache-control': 'no-cache',
+ 'origin': 'https://huggingface.co',
+ 'pragma': 'no-cache',
+ 'priority': 'u=1, i',
+ 'referer': 'https://huggingface.co/chat/',
+ 'sec-ch-ua': '"Not)A;Brand";v="99", "Google Chrome";v="127", "Chromium";v="127"',
+ 'sec-ch-ua-mobile': '?0',
'sec-ch-ua-platform': '"macOS"',
- 'sec-fetch-dest' : 'empty',
- 'sec-fetch-mode' : 'cors',
- '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/126.0.0.0 Safari/537.36',
+ 'sec-fetch-dest': 'empty',
+ 'sec-fetch-mode': 'cors',
+ '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',
}
json_data = {
- 'searchEnabled' : True,
- 'activeModel' : 'CohereForAI/c4ai-command-r-plus', # doesn't matter
- 'hideEmojiOnSidebar': False,
- 'customPrompts' : {},
- 'assistants' : [],
- 'tools' : {},
- 'disableStream' : False,
- 'recentlySaved' : False,
- 'ethicsModalAccepted' : True,
- 'ethicsModalAcceptedAt' : None,
- 'shareConversationsWithModelAuthors': False,
+ 'model': model,
}
- response = cf_reqs.post('https://huggingface.co/chat/settings', headers=headers, json=json_data)
- session.cookies.update(response.cookies)
+ response = session.post('https://huggingface.co/chat/conversation', json=json_data)
+ if response.status_code != 200:
+ raise RuntimeError(f"Request failed with status code: {response.status_code}, response: {response.text}")
- response = session.post('https://huggingface.co/chat/conversation',
- headers=headers, json={'model': model})
+ conversationId = response.json().get('conversationId')
+ response = session.get(f'https://huggingface.co/chat/conversation/{conversationId}/__data.json?x-sveltekit-invalidated=11')
- conversationId = response.json()['conversationId']
- response = session.get(f'https://huggingface.co/chat/conversation/{conversationId}/__data.json?x-sveltekit-invalidated=11',
- headers=headers,
- )
-
- messageId = extract_id(response.json())
+ 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,
-
- # TODO // add feature to enable/disable tools
- "tools": {
- "websearch" : True,
- "document_parser" : False,
- "query_calculator" : False,
- "image_generation" : False,
- "image_editing" : False,
- "fetch_url" : False,
- }
+ "inputs": format_prompt(messages),
+ "id": messageId,
+ "is_retry": False,
+ "is_continue": False,
+ "web_search": False,
+ "tools": []
}
- payload = {
- "data": json.dumps(settings),
+ headers = {
+ 'accept': '*/*',
+ 'accept-language': 'en',
+ 'cache-control': 'no-cache',
+ 'origin': 'https://huggingface.co',
+ 'pragma': 'no-cache',
+ 'priority': 'u=1, i',
+ 'referer': f'https://huggingface.co/chat/conversation/{conversationId}',
+ 'sec-ch-ua': '"Not)A;Brand";v="99", "Google Chrome";v="127", "Chromium";v="127"',
+ 'sec-ch-ua-mobile': '?0',
+ 'sec-ch-ua-platform': '"macOS"',
+ 'sec-fetch-dest': 'empty',
+ 'sec-fetch-mode': 'cors',
+ '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',
+ }
+
+ files = {
+ 'data': (None, json.dumps(settings, separators=(',', ':'))),
}
- response = session.post(f"https://huggingface.co/chat/conversation/{conversationId}",
- headers=headers, data=payload, stream=True,
+ response = requests.post(f'https://huggingface.co/chat/conversation/{conversationId}',
+ cookies=session.cookies,
+ headers=headers,
+ files=files,
)
- first_token = True
+ full_response = ""
for line in response.iter_lines():
- line = json.loads(line)
+ if not line:
+ continue
+ try:
+ line = json.loads(line)
+ except json.JSONDecodeError as e:
+ print(f"Failed to decode JSON: {line}, error: {e}")
+ continue
if "type" not in line:
raise RuntimeError(f"Response: {line}")
elif line["type"] == "stream":
- token = line["token"]
- if first_token:
- token = token.lstrip().replace('\u0000', '')
- first_token = False
-
- else:
- token = token.replace('\u0000', '')
-
- yield token
+ token = line["token"].replace('\u0000', '')
+ full_response += token
elif line["type"] == "finalAnswer":
break
+
+ full_response = full_response.replace('<|im_end|', '').replace('\u0000', '').strip()
-def extract_id(response: dict) -> str:
- data = response["nodes"][1]["data"]
- uuid_pattern = re.compile(
- r"^[\da-f]{8}-[\da-f]{4}-[\da-f]{4}-[\da-f]{4}-[\da-f]{12}$"
- )
- for item in data:
- if type(item) == str and uuid_pattern.match(item):
- return item
-
- return None
+ yield full_response
generated by cgit v1.2.3 (git 2.25.1) at 2024-11-05 03:49:59 +0100