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scrape from repo instead of local 2 ==> delete file
Browse files- openllm.py +0 -41
openllm.py
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import argparse
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import requests
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from bs4 import BeautifulSoup
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import pandas as pd
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import json
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# Repo: https://github.com/Weyaxi/scrape-open-llm-leaderboard
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def get_json_format_data():
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url = 'https://huggingfaceh4-open-llm-leaderboard.hf.space/'
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response = requests.get(url)
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soup = BeautifulSoup(response.content, 'html.parser')
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script_elements = soup.find_all('script')
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json_format_data = json.loads(str(script_elements[1])[31:-10])
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return json_format_data
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def get_datas(data):
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for component_index in range(10, 50, 1): # component_index sometimes changes when they update the space, we can use this "for" loop to avoid changing component index manually
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try:
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result_list = []
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i = 0
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while True:
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try:
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results = data['components'][component_index]['props']['value']['data'][i]
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type_of_emoji = data['components'][component_index]['props']['value']['data'][i][0]
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try:
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results_json = {"T": type_of_emoji, "Model": results[-1], "Average ⬆️": results[2], "ARC": results[3], "HellaSwag": results[4], "MMLU": results[5], "TruthfulQA": results[6], "Winogrande": results[7], "GSM8K": results[8], "Type": results[9], "Architecture": results[10], "Precision": results[11], "Hub License": results[12], "#Params (B)": results[13], "Hub ❤️": results[14], "Available on the Hub": results[15], "Model Sha": results[16]}
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except IndexError: # Wrong component index, so breaking loop to try next component index. (NOTE: More than one component index can give you some results but we must find the right component index to get all results we want.)
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break
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result_list.append(results_json)
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i += 1
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except IndexError: # No rows to extract so return the list (We know it is the right component index because we didn't break out of loop on the other exception.)
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return result_list
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except (KeyError, TypeError):
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continue
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return result_list
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