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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "f2a1f6a4-7f00-4fe5-8fdc-eb49aae1850b",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/romainfouilland/code/envs/iamu2/lib/python3.9/site-packages/urllib3/__init__.py:34: NotOpenSSLWarning: urllib3 v2 only supports OpenSSL 1.1.1+, currently the 'ssl' module is compiled with 'LibreSSL 2.8.3'. See: https://github.com/urllib3/urllib3/issues/3020\n",
" warnings.warn(\n",
"/Users/romainfouilland/code/envs/iamu2/lib/python3.9/site-packages/huggingface_hub/utils/_deprecation.py:131: FutureWarning: 'InferenceApi' (from 'huggingface_hub.inference_api') is deprecated and will be removed from version '1.0'. `InferenceApi` client is deprecated in favor of the more feature-complete `InferenceClient`. Check out this guide to learn how to convert your script to use it: https://huggingface.co./docs/huggingface_hub/guides/inference#legacy-inferenceapi-client.\n",
" warnings.warn(warning_message, FutureWarning)\n"
]
}
],
"source": [
"from langchain import PromptTemplate, HuggingFaceHub, LLMChain\n",
"\n",
"# Ref.: https://python.langchain.com/docs/integrations/llms/huggingface_hub\n",
"repos = [\n",
" # \"google/flan-t5-xxl\",\n",
" \"databricks/dolly-v2-3b\",\n",
"]\n",
"template = \"\"\"Question : {question}\n",
"\n",
"Réponse : \"\"\"\n",
"prompt = PromptTemplate(template=template, input_variables=[\"question\"])\n",
"llm=HuggingFaceHub(repo_id=repos[0], model_kwargs={\"temperature\": 1e-10, \"max_length\": 248})\n",
"question = \"Qu'est-ce qu'un SAMU ?\"\n",
"# LLMChain(prompt=prompt, llm=llm).run(question)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "56e02d46-c7b9-4688-8134-e59037b775c7",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "iamu2",
"language": "python",
"name": "iamu2"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.6"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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