preranker-v1

1
3
1 language
license:apache-2.0
by
yjoonjang
Embedding Model
OTHER
1908.10084B params
New
1 downloads
Early-stage
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Edge AI:
Mobile
Laptop
Server
4265GB+ RAM
Mobile
Laptop
Server
Quick Summary

AI model with specialized capabilities.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
1778GB+ RAM

Code Examples

Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]
Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]
Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]
Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]
Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]
Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]
Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]
Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]
Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]
Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]
Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]
Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]
Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]
Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]
Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]
Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]
Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]
Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]
Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]
Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]
Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]
Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]
Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]
Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]
Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]
Exapmle Usagepython
from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder('yjoonjang/preranker-v1')
model.eval()
pairs = [
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'availability', 'description': 'Checks if a given URL is archived and currently accessible in the Wayback Machine.', 'parameters': {'url': {'description': 'The URL to check for availability in the Wayback Machine.', 'type': 'str', 'default': 'http://mashape.com'}, 'timestamp': {'description': \"The timestamp to look up in Wayback. If not specified, the most recent available capture is returned. The format of the timestamp is 1-14 digits (YYYYMMDDhhmmss). Defaults to '20090101'.\", 'type': 'str, optional', 'default': '20090101'}, 'callback': {'description': 'An optional callback to produce a JSONP response. Defaults to None.', 'type': 'str, optional', 'default': ''}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_grossing_mac_apps', 'description': 'Fetches a list of the top-grossing Mac apps from the App Store.', 'parameters': {'category': {'description': \"The category ID for the apps to be fetched. Defaults to '6016' (general category).\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"The country code for the App Store. Defaults to 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"The language code for the results. Defaults to 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'The number of results to return. Defaults to 100. Maximum allowed value is 200.', 'type': 'int', 'default': '100'}}}"],
    ["Is 'https://www.apple.com' available in the Wayback Machine on September 9, 2015?", "{'name': 'top_paid_mac_apps', 'description': 'Retrieves a list of the top paid Mac apps from the App Store.', 'parameters': {'category': {'description': \"Category of the apps to retrieve. Default is '6016'.\", 'type': 'str', 'default': '6016'}, 'country': {'description': \"Country code to filter the app results. Default is 'us'.\", 'type': 'str', 'default': 'us'}, 'lang': {'description': \"Language code for the results. Default is 'en'.\", 'type': 'str', 'default': 'en'}, 'num': {'description': 'Number of results to return. Default is 100. Maximum is 200.', 'type': 'int', 'default': '100'}}}",]
]

scores = model.predict(pairs)
print(scores) # [0.91427845 0.7625548  0.7656321]

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