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update huggingface provider
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@xtekky
xtekky committed Aug 16, 2024
1 parent ec34df3 commit 8ef5207
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Showing 2 changed files with 60 additions and 70 deletions.
127 changes: 57 additions & 70 deletions g4f/Provider/HuggingChat.py
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Original file line number Diff line number Diff line change
Expand Up @@ -33,80 +33,78 @@ def create_completion(
model: str,
messages: Messages,
stream: bool,
**kwargs
) -> CreateResult:
**kwargs) -> CreateResult:

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',
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',
}

print(model)
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',
headers=headers, json={'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=11',
headers=headers,
)

messageId = extract_id(response.json())
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,

# 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
Expand All @@ -125,18 +123,7 @@ def create_completion(
else:
token = token.replace('\u0000', '')

yield token
yield (token)

elif line["type"] == "finalAnswer":
break

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
break
3 changes: 3 additions & 0 deletions g4f/models.py
View file
Original file line number Diff line number Diff line change
Expand Up @@ -508,6 +508,9 @@ class ModelUtils:
'llama-3-70b-instruct': llama_3_70b_instruct,
'llama-3-70b-chat': llama_3_70b_chat_hf,
'llama-3-70b-instruct': llama_3_70b_instruct,

'llama-3.1-70b': llama_3_1_70b_instruct,
'llama-3.1-405b': llama_3_1_405b_instruct_FP8,
'llama-3.1-70b-instruct': llama_3_1_70b_instruct,
'llama-3.1-405b-instruct': llama_3_1_405b_instruct_FP8,

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