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author | kqlio67 <kqlio67@users.noreply.github.com> | 2024-09-04 01:09:29 +0200 |
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committer | kqlio67 <kqlio67@users.noreply.github.com> | 2024-09-04 01:09:29 +0200 |
commit | 7483a7c310d581c6012ed51607b6b57b3cab8018 (patch) | |
tree | 5a7607911a4a7ad64f3e8d543faf3229443beea8 /g4f/Provider/Snova.py | |
parent | New TwitterBio provider with support for gpt-3.5-turbo and mixtral-8x7b models (diff) | |
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Diffstat (limited to 'g4f/Provider/Snova.py')
-rw-r--r-- | g4f/Provider/Snova.py | 133 |
1 files changed, 133 insertions, 0 deletions
diff --git a/g4f/Provider/Snova.py b/g4f/Provider/Snova.py new file mode 100644 index 00000000..76dfac40 --- /dev/null +++ b/g4f/Provider/Snova.py @@ -0,0 +1,133 @@ +from __future__ import annotations + +import json +from typing import AsyncGenerator + +from aiohttp import ClientSession + +from ..typing import AsyncResult, Messages +from .base_provider import AsyncGeneratorProvider, ProviderModelMixin +from .helper import format_prompt + + +class Snova(AsyncGeneratorProvider, ProviderModelMixin): + url = "https://fast.snova.ai" + api_endpoint = "https://fast.snova.ai/api/completion" + working = True + supports_stream = True + supports_system_message = True + supports_message_history = True + + default_model = 'Meta-Llama-3.1-8B-Instruct' + models = [ + 'Meta-Llama-3.1-8B-Instruct', + 'Meta-Llama-3.1-70B-Instruct', + 'Meta-Llama-3.1-405B-Instruct', + 'Samba-CoE', + 'ignos/Mistral-T5-7B-v1', + 'v1olet/v1olet_merged_dpo_7B', + 'macadeliccc/WestLake-7B-v2-laser-truthy-dpo', + 'cookinai/DonutLM-v1', + ] + + model_aliases = { + "llama-3.1-8b": "Meta-Llama-3.1-8B-Instruct", + "llama-3.1-70b": "Meta-Llama-3.1-70B-Instruct", + "llama-3.1-405b": "Meta-Llama-3.1-405B-Instruct", + + "mistral-7b": "ignos/Mistral-T5-7B-v1", + + "samba-coe-v0.1": "Samba-CoE", + "v1olet-merged-7b": "v1olet/v1olet_merged_dpo_7B", + "westlake-7b-v2": "macadeliccc/WestLake-7B-v2-laser-truthy-dpo", + "donutlm-v1": "cookinai/DonutLM-v1", + } + + @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 + async def create_async_generator( + cls, + model: str, + messages: Messages, + proxy: str = None, + **kwargs + ) -> AsyncGenerator[str, None]: + model = cls.get_model(model) + + headers = { + "accept": "text/event-stream", + "accept-language": "en-US,en;q=0.9", + "cache-control": "no-cache", + "content-type": "application/json", + "origin": cls.url, + "pragma": "no-cache", + "priority": "u=1, i", + "referer": f"{cls.url}/", + "sec-ch-ua": '"Chromium";v="127", "Not)A;Brand";v="99"', + "sec-ch-ua-mobile": "?0", + "sec-ch-ua-platform": '"Linux"', + "sec-fetch-dest": "empty", + "sec-fetch-mode": "cors", + "sec-fetch-site": "same-origin", + "user-agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/127.0.0.0 Safari/537.36" + } + async with ClientSession(headers=headers) as session: + data = { + "body": { + "messages": [ + { + "role": "system", + "content": "You are a helpful assistant." + }, + { + "role": "user", + "content": format_prompt(messages), + "id": "1-id", + "ref": "1-ref", + "revision": 1, + "draft": False, + "status": "done", + "enableRealTimeChat": False, + "meta": None + } + ], + "max_tokens": 1000, + "stop": ["<|eot_id|>"], + "stream": True, + "stream_options": {"include_usage": True}, + "model": model + }, + "env_type": "tp16" + } + async with session.post(cls.api_endpoint, json=data, proxy=proxy) as response: + response.raise_for_status() + full_response = "" + async for line in response.content: + line = line.decode().strip() + if line.startswith("data: "): + data = line[6:] + if data == "[DONE]": + break + try: + json_data = json.loads(data) + choices = json_data.get("choices", []) + if choices: + delta = choices[0].get("delta", {}) + content = delta.get("content", "") + full_response += content + except json.JSONDecodeError: + continue + except Exception as e: + print(f"Error processing chunk: {e}") + print(f"Problematic data: {data}") + continue + + yield full_response.strip() |