module_2/hw_2.ipynb

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   "source": [
    "from pprint import pprint\n",
    "\n",
    "from openai import OpenAI"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "ccbfd114-3348-4e1e-8978-eead97b1eda3",
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   "source": [
    "client = OpenAI(\n",
    "    base_url='http://localhost:11434/v1/',\n",
    "    api_key='ollama',\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
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   "id": "c0b86e45-dcf6-464d-95ae-be4eea4ad1bb",
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   "source": [
    "prompt = \"What's the formula for energy?\""
   ]
  },
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   "id": "87dc49a0-cfe3-44dd-b25c-73be7ddb9570",
   "metadata": {},
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    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 14.3 ms, sys: 290 μs, total: 14.6 ms\n",
      "Wall time: 32.3 s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "response = client.chat.completions.create(\n",
    "    model='gemma:2b',\n",
    "    messages=[{\"role\": \"user\", \"content\": prompt}],\n",
    "    temperature=0\n",
    ")"
   ]
  },
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   "execution_count": 8,
   "id": "d9b29acc-00ed-43c7-8c7a-c3cf4642d50a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "304"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "response.usage.completion_tokens"
   ]
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   "cell_type": "code",
   "execution_count": null,
   "id": "da96c86c-3fce-4462-ae1d-4c2e8b8f787f",
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