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Merge pull request #3183 from xtekky/3mora2-main

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Update Qwen
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H Lohaus 2025-09-21 11:57:20 +02:00 • committed by GitHub
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8 changed files with 546 additions and 396 deletions
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1
g4f/Provider/Blackbox.py
View file

@ -8,7 +8,6 @@ import random
import string
from pathlib import Path
from typing import Optional
from datetime import datetime, timedelta
from ..typing import AsyncResult, Messages, MediaListType
from ..requests.raise_for_status import raise_for_status

2
g4f/Provider/DeepInfra.py
View file

@ -77,6 +77,8 @@ class DeepInfra(OpenaiTemplate):
"qwen-3-32b": "Qwen/Qwen3-32B",
"qwen-3-235b": "Qwen/Qwen3-235B-A22B",
"qwq-32b": "Qwen/QwQ-32B",
"moonshotai/Kimi-K2-Instruct": "moonshotai/Kimi-K2-Instruct-0905",
}
@classmethod

3
g4f/Provider/PollinationsAI.py
View file

@ -88,6 +88,7 @@ class PollinationsAI(AsyncGeneratorProvider, ProviderModelMixin):
vision_models = [default_vision_model]
_models_loaded = False
model_aliases = {
"openai-fast": "gpt-4.1-nano",
"llama-4-scout": "llamascout",
"deepseek-r1": "deepseek-reasoning",
"sdxl-turbo": "turbo",
@ -105,6 +106,8 @@ class PollinationsAI(AsyncGeneratorProvider, ProviderModelMixin):
alias = model.get("name")
if (model.get("aliases")):
alias = model.get("aliases")[0]
elif alias in cls.model_aliases:
alias = cls.model_aliases[alias]
return alias.replace("-instruct", "").replace("qwen-", "qwen").replace("qwen", "qwen-")
if not cls._models_loaded:
try:

165
g4f/Provider/Qwen.py
View file

@ -5,16 +5,50 @@ import json
import re
import uuid
from time import time
from typing import Literal, Optional
import aiohttp
from ..errors import RateLimitError
from ..typing import AsyncResult, Messages
from ..providers.response import JsonConversation, Reasoning, Usage
from ..typing import AsyncResult, Messages, MediaListType
from ..providers.response import JsonConversation, Reasoning, Usage, ImageResponse, FinishReason
from ..requests import sse_stream
from ..tools.media import merge_media
from .base_provider import AsyncGeneratorProvider, ProviderModelMixin
from .helper import get_last_user_message
from .. import debug
try:
import curl_cffi
has_curl_cffi = True
except ImportError:
has_curl_cffi = False
text_models = [
'qwen3-max-preview', 'qwen-plus-2025-09-11', 'qwen3-235b-a22b', 'qwen3-coder-plus', 'qwen3-30b-a3b',
'qwen3-coder-30b-a3b-instruct', 'qwen-max-latest', 'qwen-plus-2025-01-25', 'qwq-32b', 'qwen-turbo-2025-02-11',
'qwen2.5-omni-7b', 'qvq-72b-preview-0310', 'qwen2.5-vl-32b-instruct', 'qwen2.5-14b-instruct-1m',
'qwen2.5-coder-32b-instruct', 'qwen2.5-72b-instruct']
image_models = [
'qwen3-max-preview', 'qwen-plus-2025-09-11', 'qwen3-235b-a22b', 'qwen3-coder-plus', 'qwen3-30b-a3b',
'qwen3-coder-30b-a3b-instruct', 'qwen-max-latest', 'qwen-plus-2025-01-25', 'qwen-turbo-2025-02-11',
'qwen2.5-omni-7b', 'qwen2.5-vl-32b-instruct', 'qwen2.5-14b-instruct-1m', 'qwen2.5-coder-32b-instruct',
'qwen2.5-72b-instruct']
vision_models = [
'qwen3-max-preview', 'qwen-plus-2025-09-11', 'qwen3-235b-a22b', 'qwen3-coder-plus', 'qwen3-30b-a3b',
'qwen3-coder-30b-a3b-instruct', 'qwen-max-latest', 'qwen-plus-2025-01-25', 'qwen-turbo-2025-02-11',
'qwen2.5-omni-7b', 'qvq-72b-preview-0310', 'qwen2.5-vl-32b-instruct', 'qwen2.5-14b-instruct-1m',
'qwen2.5-coder-32b-instruct', 'qwen2.5-72b-instruct']
models = [
'qwen3-max-preview', 'qwen-plus-2025-09-11', 'qwen3-235b-a22b', 'qwen3-coder-plus', 'qwen3-30b-a3b',
'qwen3-coder-30b-a3b-instruct', 'qwen-max-latest', 'qwen-plus-2025-01-25', 'qwq-32b', 'qwen-turbo-2025-02-11',
'qwen2.5-omni-7b', 'qvq-72b-preview-0310', 'qwen2.5-vl-32b-instruct', 'qwen2.5-14b-instruct-1m',
'qwen2.5-coder-32b-instruct', 'qwen2.5-72b-instruct']
class Qwen(AsyncGeneratorProvider, ProviderModelMixin):
"""
Provider for Qwen's chat service (chat.qwen.ai), with configurable
@ -26,42 +60,70 @@ class Qwen(AsyncGeneratorProvider, ProviderModelMixin):
supports_stream = True
supports_message_history = False
# Complete list of models, extracted from the API
models = [
"qwen3-max-preview",
"qwen3-235b-a22b",
"qwen3-coder-plus",
"qwen3-30b-a3b",
"qwen3-coder-30b-a3b-instruct",
"qwen-max-latest",
"qwen-plus-2025-01-25",
"qwq-32b",
"qwen-turbo-2025-02-11",
"qwen2.5-omni-7b",
"qvq-72b-preview-0310",
"qwen2.5-vl-32b-instruct",
"qwen2.5-14b-instruct-1m",
"qwen2.5-coder-32b-instruct",
"qwen2.5-72b-instruct",
]
_models_loaded = True
image_models = image_models
text_models = text_models
vision_models = vision_models
models = models
default_model = "qwen3-235b-a22b"
_midtoken: str = None
_midtoken_uses: int = 0
@classmethod
def get_models(cls) -> list[str]:
if not cls._models_loaded and has_curl_cffi:
response = curl_cffi.get(f"{cls.url}/api/models")
if response.ok:
models = response.json().get("data", [])
cls.text_models = [model["id"] for model in models if "t2t" in model["info"]["meta"]["chat_type"]]
cls.image_models = [
model["id"] for model in models if
"image_edit" in model["info"]["meta"]["chat_type"] or "t2i" in model["info"]["meta"]["chat_type"]
]
cls.vision_models = [model["id"] for model in models if model["info"]["meta"]["capabilities"]["vision"]]
cls.models = [model["id"] for model in models]
cls.default_model = cls.models[0]
cls._models_loaded = True
cls.live += 1
debug.log(f"Loaded {len(cls.models)} models from {cls.url}")
else:
debug.log(f"Failed to load models from {cls.url}: {response.status_code} {response.reason}")
return cls.models
@classmethod
async def create_async_generator(
cls,
model: str,
messages: Messages,
media: MediaListType = None,
conversation: JsonConversation = None,
proxy: str = None,
timeout: int = 120,
stream: bool = True,
enable_thinking: bool = True,
chat_type: Literal[
"t2t", "search", "artifacts", "web_dev", "deep_research", "t2i", "image_edit", "t2v"
] = "t2t",
aspect_ratio: Optional[Literal["1:1", "4:3", "3:4", "16:9", "9:16"]] = None,
**kwargs
) -> AsyncResult:
"""
chat_type:
DeepResearch = "deep_research"
Artifacts = "artifacts"
WebSearch = "search"
ImageGeneration = "t2i"
ImageEdit = "image_edit"
VideoGeneration = "t2v"
Txt2Txt = "t2t"
WebDev = "web_dev"
"""
model_name = cls.get_model(model)
headers = {
@ -94,7 +156,8 @@ class Qwen(AsyncGeneratorProvider, ProviderModelMixin):
raise RuntimeError("Failed to extract bx-umidtoken.")
cls._midtoken = match.group(1)
cls._midtoken_uses = 1
debug.log(f"[Qwen] INFO: New midtoken obtained. Use count: {cls._midtoken_uses}. Midtoken: {cls._midtoken}")
debug.log(
f"[Qwen] INFO: New midtoken obtained. Use count: {cls._midtoken_uses}. Midtoken: {cls._midtoken}")
else:
cls._midtoken_uses += 1
debug.log(f"[Qwen] INFO: Reusing midtoken. Use count: {cls._midtoken_uses}")
@ -103,17 +166,16 @@ class Qwen(AsyncGeneratorProvider, ProviderModelMixin):
req_headers['bx-umidtoken'] = cls._midtoken
req_headers['bx-v'] = '2.5.31'
message_id = str(uuid.uuid4())
parent_id = None
if conversation is None:
chat_payload = {
"title": "New Chat",
"models": [model_name],
"chat_mode": "normal",
"chat_type": "t2t",
"chat_type": chat_type,
"timestamp": int(time() * 1000)
}
async with session.post(
f'{cls.url}/api/v2/chats/new', json=chat_payload, headers=req_headers, proxy=proxy
f'{cls.url}/api/v2/chats/new', json=chat_payload, headers=req_headers, proxy=proxy
) as resp:
resp.raise_for_status()
data = await resp.json()
@ -124,7 +186,32 @@ class Qwen(AsyncGeneratorProvider, ProviderModelMixin):
cookies={key: value for key, value in resp.cookies.items()},
parent_id=None
)
files = []
media = list(merge_media(media))
if media:
for _file, file_name in media:
file_class: Literal["default", "vision", "video", "audio", "document"] = "vision"
_type: Literal["file", "image", "video", "audio"] = "image"
file_type = "image/jpeg"
showType: Literal["file", "image", "video", "audio"] = "image"
if isinstance(_file, str) and _file.startswith('http'):
if chat_type == "image_edit":
file_class = "vision"
_type = "image"
file_type = "image"
showType = "image"
files.append(
{
"type": _type,
"name": file_name,
"file_type": file_type,
"showType": showType,
"file_class": file_class,
"url": _file
}
)
msg_payload = {
"stream": stream,
"incremental_output": stream,
@ -140,9 +227,9 @@ class Qwen(AsyncGeneratorProvider, ProviderModelMixin):
"role": "user",
"content": prompt,
"user_action": "chat",
"files": [],
"files": files,
"models": [model_name],
"chat_type": "t2t",
"chat_type": chat_type,
"feature_config": {
"thinking_enabled": enable_thinking,
"output_schema": "phase",
@ -150,18 +237,20 @@ class Qwen(AsyncGeneratorProvider, ProviderModelMixin):
},
"extra": {
"meta": {
"subChatType": "t2t"
"subChatType": chat_type
}
},
"sub_chat_type": "t2t",
"sub_chat_type": chat_type,
"parent_id": None
}
]
}
if aspect_ratio:
msg_payload["size"] = aspect_ratio
async with session.post(
f'{cls.url}/api/v2/chat/completions?chat_id={conversation.chat_id}', json=msg_payload,
headers=req_headers, proxy=proxy, timeout=timeout, cookies=conversation.cookies
f'{cls.url}/api/v2/chat/completions?chat_id={conversation.chat_id}', json=msg_payload,
headers=req_headers, proxy=proxy, timeout=timeout, cookies=conversation.cookies
) as resp:
first_line = await resp.content.readline()
line_str = first_line.decode().strip()
@ -182,10 +271,17 @@ class Qwen(AsyncGeneratorProvider, ProviderModelMixin):
delta = choices[0].get("delta", {})
phase = delta.get("phase")
content = delta.get("content")
status = delta.get("status")
extra = delta.get("extra", {})
if phase == "think" and not thinking_started:
thinking_started = True
elif phase == "answer" and thinking_started:
thinking_started = False
elif phase == "image_gen" and status == "typing":
yield ImageResponse(content, prompt, extra)
continue
elif phase == "image_gen" and status == "finished":
yield FinishReason("stop")
if content:
yield Reasoning(content) if thinking_started else content
except (json.JSONDecodeError, KeyError, IndexError):
@ -198,13 +294,14 @@ class Qwen(AsyncGeneratorProvider, ProviderModelMixin):
is_rate_limit = (isinstance(e, aiohttp.ClientResponseError) and e.status == 429) or \
("RateLimited" in str(e))
if is_rate_limit:
debug.log(f"[Qwen] WARNING: Rate limit detected (attempt {attempt + 1}/5). Invalidating current midtoken.")
debug.log(
f"[Qwen] WARNING: Rate limit detected (attempt {attempt + 1}/5). Invalidating current midtoken.")
cls._midtoken = None
cls._midtoken_uses = 0
conversation = None
await asyncio.sleep(2)
continue
else:
raise e
raise RateLimitError("The Qwen provider reached the request limit after 5 attempts.")

763
g4f/Provider/needs_auth/LMArena.py
View file

@ -10,12 +10,14 @@ import json
try:
import curl_cffi
has_curl_cffi = True
except ImportError:
has_curl_cffi = False
try:
import nodriver
has_nodriver = True
except ImportError:
has_nodriver = False
@ -25,405 +27,445 @@ from ...requests import StreamSession, get_args_from_nodriver, raise_for_status,
from ...errors import ModelNotFoundError, CloudflareError, MissingAuthError, MissingRequirementsError
from ...providers.response import FinishReason, Usage, JsonConversation, ImageResponse, Reasoning
from ...tools.media import merge_media
from ..base_provider import AsyncGeneratorProvider, ProviderModelMixin,AuthFileMixin
from ..base_provider import AsyncGeneratorProvider, ProviderModelMixin, AuthFileMixin
from ..helper import get_last_user_message
from ... import debug
models = [
{'id': '983bc566-b783-4d28-b24c-3c8b08eb1086', 'publicName': 'gpt-5-high', 'organization': 'openai',
'provider': 'openai',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}}},
{'id': '812c93cc-5f88-4cff-b9ca-c11a26599b0e', 'publicName': 'qwen3-max-preview',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'text': True}},
'organization': 'alibaba', 'provider': 'alibaba'},
{'id': 'e884e85b-c998-44d8-b38d-db42a300a318', 'publicName': 'gemini-2.5-flash-image-preview (nano-banana)',
'organization': 'google', 'provider': 'google-genai',
'capabilities': {'inputCapabilities': {'text': True, 'image': {'multipleImages': True, 'requiresUpload': False}},
'outputCapabilities': {'image': {'aspectRatios': ['1:1']}}}},
{'id': '4b11c78c-08c8-461c-938e-5fc97d56a40d', 'publicName': 'gpt-5-chat', 'organization': 'openai',
'provider': 'openai',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}}},
'outputCapabilities': {'image': {'aspectRatios': ['1:1']}}}, 'organization': 'google',
'provider': 'google-genai'}, {'id': '4b11c78c-08c8-461c-938e-5fc97d56a40d', 'publicName': 'gpt-5-chat',
'capabilities': {'inputCapabilities': {'text': True, 'image': True},
'outputCapabilities': {'text': True}}, 'organization': 'openai',
'provider': 'openai'},
{'id': '2ec9f1a6-126f-4c65-a102-15ac401dcea4', 'publicName': 'imagen-4.0-generate-preview-06-06',
'organization': 'google', 'provider': 'googleVertex',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'image': {'aspectRatios': ['1:1']}}}},
{'id': 'eb90ae46-a73a-4f27-be8b-40f090592c9a', 'publicName': 'flux-1-kontext-dev', 'organization': 'bfl',
'provider': 'bfl', 'capabilities': {'inputCapabilities': {'text': True, 'image': {'multipleImages': False}},
'outputCapabilities': {'image': {'aspectRatios': ['1:1']}}}},
{'id': 'ee116d12-64d6-48a8-88e5-b2d06325cdd2', 'publicName': 'claude-opus-4-20250514', 'organization': 'anthropic',
'provider': 'googleVertexAnthropic',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'image': {'aspectRatios': ['1:1']}}},
'organization': 'google', 'provider': 'googleVertex'},
{'id': 'eb90ae46-a73a-4f27-be8b-40f090592c9a', 'publicName': 'flux-1-kontext-dev',
'capabilities': {'inputCapabilities': {'text': True, 'image': {'multipleImages': False}},
'outputCapabilities': {'image': {'aspectRatios': ['1:1']}}}, 'organization': 'bfl',
'provider': 'bfl'}, {'id': 'ee116d12-64d6-48a8-88e5-b2d06325cdd2', 'publicName': 'claude-opus-4-20250514',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'text': True}},
'organization': 'anthropic', 'provider': 'googleVertexAnthropic'},
{'id': 'e2d9d353-6dbe-4414-bf87-bd289d523726', 'publicName': 'gemini-2.5-pro',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}},
'organization': 'google', 'provider': 'google'},
{'id': '983bc566-b783-4d28-b24c-3c8b08eb1086', 'publicName': 'gpt-5-high',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}},
'organization': 'openai', 'provider': 'openai'},
{'id': 'cb0f1e24-e8e9-4745-aabc-b926ffde7475', 'publicName': 'o3-2025-04-16',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}},
'organization': 'openai', 'provider': 'openai'},
{'id': 'ce2092c1-28d4-4d42-a1e0-6b061dfe0b20', 'publicName': 'gemini-2.5-flash',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}},
'organization': 'google', 'provider': 'google'},
{'id': '9513524d-882e-4350-b31e-e4584440c2c8', 'publicName': 'chatgpt-4o-latest-20250326',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}},
'organization': 'openai', 'provider': 'openai'},
{'id': '7a55108b-b997-4cff-a72f-5aa83beee918', 'publicName': 'gemini-2.0-flash-001',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}},
'organization': 'google', 'provider': 'google'},
{'id': 'f44e280a-7914-43ca-a25d-ecfcc5d48d09', 'publicName': 'claude-3-5-sonnet-20241022',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'text': True}},
'organization': 'anthropic', 'provider': 'googleVertexAnthropic'},
{'id': 'c28823c1-40fd-4eaf-9825-e28f11d1f8b2', 'publicName': 'llama-4-scout-17b-16e-instruct',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}},
'organization': 'meta', 'provider': 'fireworks'},
{'id': '9217ac2d-91bc-4391-aa07-b8f9e2cf11f2', 'publicName': 'menlo',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'search': True}}},
{'id': '49bd7403-c7fd-4d91-9829-90a91906ad6c', 'publicName': 'llama-4-maverick-03-26-experimental',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'text': True}},
'organization': 'meta', 'provider': 'meta'},
{'id': '14e9311c-94d2-40c2-8c54-273947e208b0', 'publicName': 'gpt-4.1-2025-04-14',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}},
'organization': 'openai', 'provider': 'openai'},
{'id': '885976d3-d178-48f5-a3f4-6e13e0718872', 'publicName': 'qwq-32b',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'text': True}},
'organization': 'alibaba', 'provider': 'alibaba'},
{'id': '69f5d38a-45f5-4d3a-9320-b866a4035ed9', 'publicName': 'mistral-small-3.1-24b-instruct-2503',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}},
'organization': 'mistral', 'provider': 'mistral'},
{'id': '789e245f-eafe-4c72-b563-d135e93988fc', 'publicName': 'gemma-3-27b-it',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}},
'organization': 'google', 'provider': 'google'},
{'id': '42015285-534d-4e6b-9a9a-9061c2f73e1c', 'publicName': 'x1-1-preview-0915',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'text': True}}},
{'id': 'e2d9d353-6dbe-4414-bf87-bd289d523726', 'publicName': 'gemini-2.5-pro', 'organization': 'google',
'provider': 'google',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}}},
{'id': 'ce2092c1-28d4-4d42-a1e0-6b061dfe0b20', 'publicName': 'gemini-2.5-flash', 'organization': 'google',
'provider': 'google',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}}},
{'id': 'cb0f1e24-e8e9-4745-aabc-b926ffde7475', 'publicName': 'o3-2025-04-16', 'organization': 'openai',
'provider': 'openai',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}}},
{'id': '9513524d-882e-4350-b31e-e4584440c2c8', 'publicName': 'chatgpt-4o-latest-20250326', 'organization': 'openai',
'provider': 'openai',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}}},
{'id': 'b6a05a03-88db-4d2b-bb10-41ddea0f27d6', 'publicName': 'catalina',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'text': True}}},
{'id': '0f785ba1-efcb-472d-961e-69f7b251c7e3', 'publicName': 'command-a-03-2025', 'organization': 'cohere',
'provider': 'cohere', 'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'text': True}}},
{'id': '6a5437a7-c786-467b-b701-17b0bc8c8231', 'publicName': 'gpt-4.1-mini-2025-04-14', 'organization': 'openai',
'provider': 'openai',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}}},
{'id': 'a14546b5-d78d-4cf6-bb61-ab5b8510a9d6', 'publicName': 'amazon.nova-pro-v1:0', 'organization': 'amazon',
'provider': 'amazonBedrock',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}}},
{'id': 'c680645e-efac-4a81-b0af-da16902b2541', 'publicName': 'o3-mini', 'organization': 'openai',
'provider': 'openai', 'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'text': True}}},
{'id': '7699c8d4-0742-42f9-a117-d10e84688dab', 'publicName': 'grok-3-mini-beta', 'organization': 'xai',
'provider': 'xaiPublic',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'text': True}}},
{'id': '79af9ac3-f361-40db-85ea-f0bdbdc76f84', 'publicName': 'phantom-0821-1',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'text': True}}},
{'id': 'f1102bbf-34ca-468f-a9fc-14bcf63f315b', 'publicName': 'o4-mini-2025-04-16', 'organization': 'openai',
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'outputCapabilities': {'video': True}}},
{'id': 'ee39672b-d216-4bf4-b639-00469c4f886d', 'publicName': 'qwen-image-edit', 'organization': 'alibaba',
'provider': 'fal',
'outputCapabilities': {'video': True}}, 'organization': 'pika', 'provider': 'fal'},
{'id': '2dc249b3-98da-44b4-8d1e-6666346a8012', 'publicName': 'gpt-5-nano-high',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}},
'organization': 'openai', 'provider': 'openai'},
{'id': 'd942b564-191c-41c5-ae22-400a930a2cfe', 'publicName': 'claude-opus-4-1-search',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'search': True}},
'organization': 'anthropic', 'provider': 'anthropicSearch'},
{'id': '995cf221-af30-466d-a809-8e0985f83649', 'publicName': 'qwen-image-edit',
'capabilities': {'inputCapabilities': {'text': True, 'image': {'multipleImages': False, 'requiresUpload': True}},
'outputCapabilities': {'image': {'aspectRatios': ['1:1']}}}},
{'id': 'd14d9b23-1e46-4659-b157-a3804ba7e2ef', 'publicName': 'gpt-5-search', 'organization': 'openai',
'provider': 'openaiResponses',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'search': True}}},
{'id': '2e1af1cb-8443-4f3e-8d60-113992bfb491', 'publicName': 'hunyuan-turbos-20250416', 'organization': 'tencent',
'provider': 'tencent',
'outputCapabilities': {'image': {'aspectRatios': ['1:1']}}}, 'organization': 'alibaba',
'provider': 'alibaba'}, {'id': '6c98ce8c-41d1-42cd-b2e3-292c6519add5', 'publicName': 'redwood',
'capabilities': {'inputCapabilities': {'text': True},
'outputCapabilities': {'text': True}}},
{'id': '24d647d0-7945-442d-b323-08ca04e9e288', 'publicName': 'sorting-hat',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'text': True}}},
{'id': '23848331-9f93-404f-85f0-3c3b4ece177e', 'publicName': 'mai-1-preview', 'organization': 'microsoft-ai',
'provider': 'microsoftAi',
{'id': '13ce11ba-def2-4c80-a70b-b0b2c14d293e', 'publicName': 'seedance-v1-lite',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'video': True}},
'organization': 'bytedance', 'provider': 'fal'},
{'id': 'd14d9b23-1e46-4659-b157-a3804ba7e2ef', 'publicName': 'gpt-5-search',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'search': True}},
'organization': 'openai', 'provider': 'openaiResponses'},
{'id': '19ad5f04-38c6-48ae-b826-f7d5bbfd79f7', 'publicName': 'gpt-5-high-new-system-prompt',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}},
'organization': 'openai', 'provider': 'openai'},
{'id': '9af435c8-1f53-4b78-a400-c1f5e9fe09b0', 'publicName': 'leepwal',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'text': True}}},
{'id': 'c382b9c6-d31b-488e-86c1-e84d8427eb30', 'publicName': 'hailuo-02-fast', 'organization': 'minimax',
'provider': 'minimax', 'capabilities': {'inputCapabilities': {'text': True, 'image': {'requiresUpload': True}},
'outputCapabilities': {'video': True}}},
{'id': '13ce11ba-def2-4c80-a70b-b0b2c14d293e', 'publicName': 'seedance-v1-lite', 'organization': 'bytedance',
'provider': 'fal', 'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'video': True}}},
{'id': 'e4e58f18-c04f-47cd-8d11-4b2ece7b617e', 'publicName': 'nano-banana',
'capabilities': {'inputCapabilities': {'text': True, 'image': {'multipleImages': True, 'requiresUpload': False}},
'outputCapabilities': {'image': {'aspectRatios': ['1:1']}}}},
{'id': '0754baa1-ab91-42d0-ba74-522aa8e5b8e2', 'publicName': 'runway-gen4-turbo', 'organization': 'runway',
'provider': 'replicate', 'capabilities': {'inputCapabilities': {'text': True, 'image': {'requiresUpload': True}},
'outputCapabilities': {'video': True}}},
{'id': 'efdb7e05-2091-4e88-af9e-4ea6168d2f85', 'publicName': 'kling-v2.1-master', 'organization': 'kling',
'provider': 'fal', 'capabilities': {'inputCapabilities': {'text': True, 'image': {'requiresUpload': True}},
'outputCapabilities': {'video': True}}},
{'id': 'f2f8176d-7a8c-4f4b-a9db-d78df3e81d10', 'publicName': 'route66',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'text': True}}},
{'id': '23848331-9f93-404f-85f0-3c3b4ece177e', 'publicName': 'mai-1-preview',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'text': True}},
'organization': 'microsoft-ai', 'provider': 'microsoftAi'},
{'id': 'efdb7e05-2091-4e88-af9e-4ea6168d2f85', 'publicName': 'kling-v2.1-master',
'capabilities': {'inputCapabilities': {'text': True, 'image': {'requiresUpload': True}},
'outputCapabilities': {'video': True}}, 'organization': 'kling', 'provider': 'fal'},
{'id': '0754baa1-ab91-42d0-ba74-522aa8e5b8e2', 'publicName': 'runway-gen4-turbo',
'capabilities': {'inputCapabilities': {'text': True, 'image': {'requiresUpload': True}},
'outputCapabilities': {'video': True}}, 'organization': 'runway', 'provider': 'replicate'},
{'id': 'f4809219-14a8-47fe-9705-8685085513e7', 'publicName': 'mochi-v1',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'video': True}},
'organization': 'genmo', 'provider': 'fal'},
{'id': 'e2969ebb-6450-4bc4-87c9-bbdcf95840da', 'publicName': 'seededit-3.0',
'capabilities': {'inputCapabilities': {'text': True, 'image': {'multipleImages': False, 'requiresUpload': True}},
'outputCapabilities': {'image': {'aspectRatios': ['1:1']}}}},
{'id': 'f4809219-14a8-47fe-9705-8685085513e7', 'publicName': 'mochi-v1', 'organization': 'genmo', 'provider': 'fal',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'video': True}}},
{'id': '5e8e32e9-3a83-40ea-83a3-53ae65729998', 'publicName': 'oceanreef',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}}},
{'id': '463197ea-34f1-418e-b685-917015a004ab', 'publicName': 'phantom-0903-4',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'text': True}}},
{'id': 'f6c8aadb-1835-4dfe-9217-bc95cdfc8fa8', 'publicName': 'anonymous-925',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'text': True}}},
{'id': '351fe482-eb6c-4536-857b-909e16c0bf52', 'publicName': 'qwen3-next-80b-a3b-instruct',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'text': True}},
'organization': 'alibaba', 'provider': 'alibaba'},
{'id': '73cf8705-98c8-4b75-8d04-e3746e1c1565', 'publicName': 'qwen3-next-80b-a3b-thinking',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'text': True}},
'organization': 'alibaba', 'provider': 'alibaba'},
{'id': 'a9a26426-5377-4efa-bef9-de71e29ad943', 'publicName': 'hunyuan-image-2.1',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'image': {'aspectRatios': ['1:1']}}},
'organization': 'tencent', 'provider': 'fal'},
{'id': '6fcbe051-f521-4dc7-8986-c429eb6191bf', 'publicName': 'longcat-flash-chat',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'text': True}},
'organization': 'meituan', 'provider': 'meituan'},
{'id': '3a91bb37-39fb-471c-8aa2-a89b98d280d0', 'publicName': 'wan-v2.2-a14b',
'capabilities': {'inputCapabilities': {'text': True, 'image': {'requiresUpload': True}},
'outputCapabilities': {'video': True}}, 'organization': 'alibaba', 'provider': 'fal'},
{'id': '264e6e2f-b66a-4e27-a859-8145ff32d6f6', 'publicName': 'wan-v2.2-a14b',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'video': True}},
'organization': 'alibaba', 'provider': 'fal'},
{'id': '32bff2df-00e6-409b-ad3f-bfbad87cc49f', 'publicName': 'hidream-e1.1',
'capabilities': {'inputCapabilities': {'text': True, 'image': {'multipleImages': False, 'requiresUpload': True}},
'outputCapabilities': {'image': {'aspectRatios': ['1:1']}}}},
{'id': '264e6e2f-b66a-4e27-a859-8145ff32d6f6', 'publicName': 'wan-v2.2-a14b', 'organization': 'alibaba',
'provider': 'fal', 'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'video': True}}},
{'id': '7a55108b-b997-4cff-a72f-5aa83beee918', 'publicName': 'gemini-2.0-flash-001', 'organization': 'google',
'provider': 'google',
{'id': '7ece181a-912c-455f-9b83-11b0e1cdfae9', 'publicName': 'oceanstone',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}}},
{'id': '3a91bb37-39fb-471c-8aa2-a89b98d280d0', 'publicName': 'wan-v2.2-a14b', 'organization': 'alibaba',
'provider': 'fal', 'capabilities': {'inputCapabilities': {'text': True, 'image': {'requiresUpload': True}},
'outputCapabilities': {'video': True}}},
{'id': 'f44e280a-7914-43ca-a25d-ecfcc5d48d09', 'publicName': 'claude-3-5-sonnet-20241022',
'organization': 'anthropic', 'provider': 'googleVertexAnthropic',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'text': True}}},
{'id': 'bd2c8278-af7a-4ec3-84db-0a426c785564', 'publicName': 'grok-3-preview-02-24', 'organization': 'xai',
'provider': 'xaiPrivate',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'text': True}}},
{'id': 'c28823c1-40fd-4eaf-9825-e28f11d1f8b2', 'publicName': 'llama-4-scout-17b-16e-instruct',
'organization': 'meta', 'provider': 'fireworks',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}}},
{'id': '230a568c-9e39-4dbf-9bd8-a7e130111b4f', 'publicName': 'phantom-0822-1',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'text': True}}},
{'id': '49bd7403-c7fd-4d91-9829-90a91906ad6c', 'publicName': 'llama-4-maverick-03-26-experimental',
'organization': 'meta', 'provider': 'meta',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'text': True}}},
{'id': '885976d3-d178-48f5-a3f4-6e13e0718872', 'publicName': 'qwq-32b', 'organization': 'alibaba',
'provider': 'alibaba',
'capabilities': {'inputCapabilities': {'text': True}, 'outputCapabilities': {'text': True}}},
{'id': '69f5d38a-45f5-4d3a-9320-b866a4035ed9', 'publicName': 'mistral-small-3.1-24b-instruct-2503',
'organization': 'mistral', 'provider': 'mistral',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}}},
{'id': '789e245f-eafe-4c72-b563-d135e93988fc', 'publicName': 'gemma-3-27b-it', 'organization': 'google',
'provider': 'google',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}}},
{'id': '14e9311c-94d2-40c2-8c54-273947e208b0', 'publicName': 'gpt-4.1-2025-04-14', 'organization': 'openai',
'provider': 'openai',
{'id': 'f23d6df4-4395-4404-897f-bdedc909e783', 'publicName': 'raptor',
'capabilities': {'inputCapabilities': {'text': True, 'image': True}, 'outputCapabilities': {'text': True}}}]
text_models = {model["publicName"]: model["id"] for model in models if "text" in model["capabilities"]["outputCapabilities"]}
image_models = {model["publicName"]: model["id"] for model in models if "image" in model["capabilities"]["outputCapabilities"]}
text_models = {model["publicName"]: model["id"] for model in models if
"text" in model["capabilities"]["outputCapabilities"]}
image_models = {model["publicName"]: model["id"] for model in models if
"image" in model["capabilities"]["outputCapabilities"]}
vision_models = [model["publicName"] for model in models if "image" in model["capabilities"]["inputCapabilities"]]
if has_nodriver:
async def click_trunstile(page: nodriver.Tab, element = 'document.getElementById("cf-turnstile")'):
async def click_trunstile(page: nodriver.Tab, element='document.getElementById("cf-turnstile")'):
for _ in range(3):
size = None
for idx in range(15):
@ -438,6 +480,7 @@ if has_nodriver:
break
debug.log("Finished clicking trunstile.")
class LMArena(AsyncGeneratorProvider, ProviderModelMixin, AuthFileMixin):
label = "LMArena"
url = "https://lmarena.ai"
@ -477,11 +520,15 @@ class LMArena(AsyncGeneratorProvider, ProviderModelMixin, AuthFileMixin):
if response.ok:
for line in response.text.splitlines():
if "initialModels" in line:
line = line.split("initialModels", maxsplit=1)[-1].split("initialModelAId")[0][3:-3].replace('\\', '')
line = line.split("initialModels", maxsplit=1)[-1].split("initialModelAId")[0][
3:-3].replace('\\', '')
models = json.loads(line)
cls.text_models = {model["publicName"]: model["id"] for model in models if "text" in model["capabilities"]["outputCapabilities"]}
cls.image_models = {model["publicName"]: model["id"] for model in models if "image" in model["capabilities"]["outputCapabilities"]}
cls.vision_models = [model["publicName"] for model in models if "image" in model["capabilities"]["inputCapabilities"]]
cls.text_models = {model["publicName"]: model["id"] for model in models if
"text" in model["capabilities"]["outputCapabilities"]}
cls.image_models = {model["publicName"]: model["id"] for model in models if
"image" in model["capabilities"]["outputCapabilities"]}
cls.vision_models = [model["publicName"] for model in models if
"image" in model["capabilities"]["inputCapabilities"]]
cls.models = list(cls.text_models) + list(cls.image_models)
cls.default_model = list(cls.text_models.keys())[0]
cls._models_loaded = True
@ -494,14 +541,14 @@ class LMArena(AsyncGeneratorProvider, ProviderModelMixin, AuthFileMixin):
@classmethod
async def create_async_generator(
cls,
model: str,
messages: Messages,
conversation: JsonConversation = None,
media: MediaListType = None,
proxy: str = None,
timeout: int = None,
**kwargs
cls,
model: str,
messages: Messages,
conversation: JsonConversation = None,
media: MediaListType = None,
proxy: str = None,
timeout: int = None,
**kwargs
) -> AsyncResult:
if cls.share_url is None:
cls.share_url = os.getenv("G4F_SHARE_URL")
@ -540,6 +587,7 @@ class LMArena(AsyncGeneratorProvider, ProviderModelMixin, AuthFileMixin):
await asyncio.sleep(1)
while not await page.evaluate('document.querySelector(\'textarea\')'):
await asyncio.sleep(1)
args = await get_args_from_nodriver(cls.url, proxy=proxy, callback=callback)
with cache_file.open("w") as f:
json.dump(args, f)
@ -630,9 +678,9 @@ class LMArena(AsyncGeneratorProvider, ProviderModelMixin, AuthFileMixin):
try:
async with StreamSession(**args, timeout=timeout) as session:
async with session.post(
cls.api_endpoint,
json=data,
proxy=proxy
cls.api_endpoint,
json=data,
proxy=proxy
) as response:
await raise_for_status(response)
args["cookies"] = merge_cookies(args["cookies"], response)
@ -673,6 +721,7 @@ class LMArena(AsyncGeneratorProvider, ProviderModelMixin, AuthFileMixin):
with cache_file.open("w") as f:
f.write(json.dumps(args))
def get_content_type(url: str) -> str:
if url.endswith(".webp"):
return "image/webp"

1
g4f/Provider/needs_auth/hf/models.py
View file

@ -32,6 +32,7 @@ model_aliases = {
"llama-3.2-11b": "meta-llama/Llama-3.2-11B-Vision-Instruct",
"mistral-nemo": "mistralai/Mistral-Nemo-Instruct-2407",
"phi-3.5-mini": "microsoft/Phi-3.5-mini-instruct",
"moonshotai/Kimi-K2-Instruct": "moonshotai/Kimi-K2-Instruct-0905",
### Used in other providers ###
"qwen-2-vl-7b": "Qwen/Qwen2-VL-7B-Instruct",
"gemma-2-27b": "google/gemma-2-27b-it",

4
g4f/models.py
View file

@ -271,7 +271,7 @@ o4_mini_high = Model(
gpt_4_1 = Model(
name = 'gpt-4.1',
base_provider = 'OpenAI',
best_provider = IterListProvider([PollinationsAI, OpenaiChat])
best_provider = IterListProvider([OpenaiChat])
)
gpt_4_1_mini = Model(
@ -283,7 +283,7 @@ gpt_4_1_mini = Model(
gpt_4_1_nano = Model(
name = 'gpt-4.1-nano',
base_provider = 'OpenAI',
best_provider = IterListProvider([Blackbox])
best_provider = IterListProvider([Blackbox, PollinationsAI])
)
gpt_4_5 = Model(

3
g4f/requests/__init__.py
View file

@ -113,7 +113,6 @@ async def get_args_from_nodriver(
await callback(page)
for c in await page.send(nodriver.cdp.network.get_cookies([url])):
cookies[c.name] = c.value
await page.close()
stop_browser()
return {
"impersonate": "chrome",
@ -219,7 +218,7 @@ async def get_nodriver(
BrowserConfig.stop_browser = on_stop
return browser, on_stop
async def sse_stream(iter_lines: Iterator[bytes]) -> AsyncIterator[dict]:
async def sse_stream(iter_lines: AsyncIterator[bytes]) -> AsyncIterator[dict]:
if hasattr(iter_lines, "content"):
iter_lines = iter_lines.content
elif hasattr(iter_lines, "iter_lines"):