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authorH Lohaus <hlohaus@users.noreply.github.com>2024-11-20 19:58:16 +0100
committerGitHub <noreply@github.com>2024-11-20 19:58:16 +0100
commitffb4b0d162cc29b1caa4539d854de37206804225 (patch)
treeea565c46ed908d2a6b4ef3fef1f100e68428aec3 /g4f/Provider/ReplicateHome.py
parentUpdate api.py (diff)
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Diffstat (limited to 'g4f/Provider/ReplicateHome.py')
-rw-r--r--g4f/Provider/ReplicateHome.py46
1 files changed, 19 insertions, 27 deletions
diff --git a/g4f/Provider/ReplicateHome.py b/g4f/Provider/ReplicateHome.py
index a7fc9b54..00de09e0 100644
--- a/g4f/Provider/ReplicateHome.py
+++ b/g4f/Provider/ReplicateHome.py
@@ -6,6 +6,8 @@ from aiohttp import ClientSession, ContentTypeError
from ..typing import AsyncResult, Messages
from .base_provider import AsyncGeneratorProvider, ProviderModelMixin
+from ..requests.aiohttp import get_connector
+from ..requests.raise_for_status import raise_for_status
from .helper import format_prompt
from ..image import ImageResponse
@@ -32,10 +34,8 @@ class ReplicateHome(AsyncGeneratorProvider, ProviderModelMixin):
'yorickvp/llava-13b',
]
-
-
models = text_models + image_models
-
+
model_aliases = {
# image_models
"sd-3": "stability-ai/stable-diffusion-3",
@@ -56,23 +56,14 @@ class ReplicateHome(AsyncGeneratorProvider, ProviderModelMixin):
# text_models
"google-deepmind/gemma-2b-it": "dff94eaf770e1fc211e425a50b51baa8e4cac6c39ef074681f9e39d778773626",
"yorickvp/llava-13b": "80537f9eead1a5bfa72d5ac6ea6414379be41d4d4f6679fd776e9535d1eb58bb",
-
}
@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,
+ prompt: str = None,
proxy: str = None,
**kwargs
) -> AsyncResult:
@@ -96,29 +87,30 @@ class ReplicateHome(AsyncGeneratorProvider, ProviderModelMixin):
"user-agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36"
}
- async with ClientSession(headers=headers) as session:
- if model in cls.image_models:
- prompt = messages[-1]['content'] if messages else ""
- else:
- prompt = format_prompt(messages)
-
+ async with ClientSession(headers=headers, connector=get_connector(proxy=proxy)) as session:
+ if prompt is None:
+ if model in cls.image_models:
+ prompt = messages[-1]['content']
+ else:
+ prompt = format_prompt(messages)
+
data = {
"model": model,
"version": cls.model_versions[model],
"input": {"prompt": prompt},
}
-
- async with session.post(cls.api_endpoint, json=data, proxy=proxy) as response:
- response.raise_for_status()
+
+ async with session.post(cls.api_endpoint, json=data) as response:
+ await raise_for_status(response)
result = await response.json()
prediction_id = result['id']
-
+
poll_url = f"https://homepage.replicate.com/api/poll?id={prediction_id}"
max_attempts = 30
delay = 5
for _ in range(max_attempts):
- async with session.get(poll_url, proxy=proxy) as response:
- response.raise_for_status()
+ async with session.get(poll_url) as response:
+ await raise_for_status(response)
try:
result = await response.json()
except ContentTypeError:
@@ -131,7 +123,7 @@ class ReplicateHome(AsyncGeneratorProvider, ProviderModelMixin):
if result['status'] == 'succeeded':
if model in cls.image_models:
image_url = result['output'][0]
- yield ImageResponse(image_url, "Generated image")
+ yield ImageResponse(image_url, prompt)
return
else:
for chunk in result['output']:
@@ -140,6 +132,6 @@ class ReplicateHome(AsyncGeneratorProvider, ProviderModelMixin):
elif result['status'] == 'failed':
raise Exception(f"Prediction failed: {result.get('error')}")
await asyncio.sleep(delay)
-
+
if result['status'] != 'succeeded':
raise Exception("Prediction timed out")