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util.py
CHANGED
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from flask import Flask
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import ollama
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app = Flask(__name__)
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@app.route('/')
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def hello_world():
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return "<h1>Hello, World!<h1>"
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@app.route('/list')
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def test_world():
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from ollama import ListResponse, list
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response: ListResponse = list()
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ansver = []
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for model in response.models:
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ansver.append(f'Name:{model.model}')
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ansver.append(f' Size (MB): {(model.size.real / 1024 / 1024):.2f}')
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if model.details:
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ansver.append(f' Format: {model.details.format}')
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ansver.append(f' Family: {model.details.family}')
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ansver.append(f' Parameter Size: {model.details.parameter_size}')
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ansver.append(f' Quantization Level:{model.details.quantization_level}')
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result = [f'<p>{answ}</p>' for answ in ansver ]
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return '\n'.join(result)
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@app.route('/ps')
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def ps():
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from ollama import ProcessResponse, chat, ps, pull
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ansver = []
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ansver.append(f' Details: {model.details}')
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ansver.append(f' Context length: {model.context_length}')
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ansver.append(f'\n')
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response: ListResponse = list()
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for model in response.models:
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ansver.append(f'Name:{model.model}')
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ansver.append(f' Size (MB): {(model.size.real / 1024 / 1024):.2f}')
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if model.details:
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ansver.append(f' Format: {model.details.format}')
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ansver.append(f' Family: {model.details.family}')
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ansver.append(f' Parameter Size: {model.details.parameter_size}')
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ansver.append(f' Quantization Level:{model.details.quantization_level}')
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result = [f'<p>{answ}</p>' for answ in ansver ]
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return '\n'.join(result)
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def test_time():
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from datetime import datetime
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from ollama import Client
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from ollama import chat
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t_start=datetime.now()
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ansver = []
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messages = [
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{
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'role': 'user',
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'content': 'Расскажи о себе подробно',
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},
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]
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response = chat('qwen3:0.6b', messages=messages)
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ansver.append(f' start {t_start} ')
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response_time=datetime.now()-t_start
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ansver.append(f' duration {response_time} ')
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#
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response_len = len(response['message']['content'])
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ansver.append(f" lehgth {response_len}")
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response_speed=response_len/int(response_time.seconds)
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ansver.append(f" token/sek {response_len}")
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ansver.append(response['message']['content'])
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result = [f'<p>{answ}</p>' for answ in ansver ]
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return '\n'.join(result)
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@app.route('/time8')
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def test_time8():
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from datetime import datetime
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from ollama import Client
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from ollama import chat
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t_start=datetime.now()
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ansver = []
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messages = [
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{
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'role': 'user',
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'content': 'Расскажи о себе подробно',
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},
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]
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response = chat('qwen3:8b', messages=messages)
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ansver.append(f' start {t_start} ')
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response_time=datetime.now()-t_start
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ansver.append(f' duration {response_time} ')
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#
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response_len = len(response['message']['content'])
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ansver.append(f" lehgth {response_len}")
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response_speed=response_len/int(response_time.seconds)
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ansver.append(f" token/sek {response_len}")
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ansver.append(response['message']['content'])
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result = [f'<p>{answ}</p>' for answ in ansver ]
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return '\n'.join(result)
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#@app.route('/time14')
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def test_time14():
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from datetime import datetime
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from ollama import Client
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from ollama import chat
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t_start=datetime.now()
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ansver = []
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messages = [
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{
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'role': 'user',
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'content': 'Расскажи о себе подробно',
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},
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]
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response = chat('qwen3:14b', messages=messages)
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ansver.append(f' start {t_start} ')
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response_time=datetime.now()-t_start
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ansver.append(f' duration {response_time} ')
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#
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response_len = len(response['message']['content'])
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ansver.append(f" lehgth {response_len}")
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response_speed=response_len/int(response_time.seconds)
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ansver.append(f" token/sek {response_len}")
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ansver.append(response['message']['content'])
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result = [f'<p>{answ}</p>' for answ in ansver ]
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return '\n'.join(result)
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#@app.route('/time30')
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def test_time30():
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from datetime import datetime
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from ollama import Client
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from ollama import chat
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'content': 'Расскажи о себе подробно',
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},
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]
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response = chat(
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ansver.append(f' start {t_start} ')
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response_time=datetime.now()-t_start
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ansver.append(f' duration {response_time} ')
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result = [f'<p>{answ}</p>' for answ in ansver ]
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return '\n'.join(result)
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if __name__ == '__main__':
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app.run(host='0.0.0.0', port="7860")
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from flask import Flask
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import ollama
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def ps():
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from ollama import ProcessResponse, chat, ps, pull
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ansver = []
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ansver.append(f' Details: {model.details}')
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ansver.append(f' Context length: {model.context_length}')
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ansver.append(f'\n')
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result = [f'<p>{answ}</p>' for answ in ansver ]
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return '\n'.join(result)
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def time_model(model_name='qwen3:0.6b'):
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from datetime import datetime
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from ollama import Client
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from ollama import chat
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'content': 'Расскажи о себе подробно',
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},
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]
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response = chat(model_name, messages=messages)
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ansver.append(f' start {t_start} ')
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response_time=datetime.now()-t_start
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ansver.append(f' duration {response_time} ')
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result = [f'<p>{answ}</p>' for answ in ansver ]
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return '\n'.join(result)
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