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schroneko/rinna-youri-7b.ipynb Secret

Created October 31, 2023 03:22
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"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/schroneko/df12bbcd70cf2bbce84985e540666d23/rinna-youri-7b.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "markdown",
"source": [
"## [rinna/youri-7b](https://huggingface.co/rinna/youri-7b)"
],
"metadata": {
"id": "w0npmM1HqLVU"
}
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"id": "cdjqNJq9cRdS"
},
"outputs": [],
"source": [
"!pip install -Uqq transformers auto_gptq"
]
},
{
"cell_type": "code",
"source": [
"import torch\n",
"from transformers import AutoTokenizer, AutoModelForCausalLM\n",
"\n",
"tokenizer = AutoTokenizer.from_pretrained(\"rinna/youri-7b\")\n",
"model = AutoModelForCausalLM.from_pretrained(\"rinna/youri-7b\")\n",
"\n",
"if torch.cuda.is_available():\n",
" model = model.to(\"cuda\")\n",
"\n",
"text = \"西田幾多郎は、\"\n",
"token_ids = tokenizer.encode(text, add_special_tokens=False, return_tensors=\"pt\")\n",
"\n",
"with torch.no_grad():\n",
" output_ids = model.generate(\n",
" token_ids.to(model.device),\n",
" max_new_tokens=200,\n",
" min_new_tokens=200,\n",
" do_sample=True,\n",
" temperature=1.0,\n",
" top_p=0.95,\n",
" pad_token_id=tokenizer.pad_token_id,\n",
" bos_token_id=tokenizer.bos_token_id,\n",
" eos_token_id=tokenizer.eos_token_id\n",
" )\n",
"\n",
"output = tokenizer.decode(output_ids.tolist()[0])\n",
"print(output)\n",
"\"\"\"\n",
"西田幾多郎は、プラトンの復権を主張し、対する従来の西洋哲学は、近代の合理主義哲学に委ね、「従来の哲学は破 壊されてしまった」と述べている。 西田幾多郎は、西洋近代哲学の「徹底的な検討」を拒んだ。それは、「現代的理解の脆弱性を補う筈の、従来のヨーロッパに伝わる哲学的な方法では到底それができなかったからである」とい\n",
"\"\"\"\n"
],
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"outputId": "540fa76c-364c-4a8b-9281-70d7ce191089"
},
"execution_count": 2,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"Downloading shards: 0%| | 0/2 [00:00<?, ?it/s]"
],
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{
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"data": {
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"Downloading (…)l-00002-of-00002.bin: 0%| | 0.00/3.50G [00:00<?, ?B/s]"
],
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{
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"data": {
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"Loading checkpoint shards: 0%| | 0/2 [00:00<?, ?it/s]"
],
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{
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"data": {
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"Downloading (…)neration_config.json: 0%| | 0.00/132 [00:00<?, ?B/s]"
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{
"output_type": "stream",
"name": "stderr",
"text": [
"The attention mask and the pad token id were not set. As a consequence, you may observe unexpected behavior. Please pass your input's `attention_mask` to obtain reliable results.\n",
"Setting `pad_token_id` to `eos_token_id`:2 for open-end generation.\n"
]
},
{
"output_type": "stream",
"name": "stdout",
"text": [
"西田幾多郎は、日本における現実への直視と認識論的分析の先駆者の一人です。哲学徒、文学者、政治家、そして後に哲学者となった彼の、生のなかで見つけたいくつかの事柄についての、私個人の感覚を書きとめたいと思います。\n",
"※これは2012年8月の第３回アリスター・マッケンジー講演会（神戸大学）での講演のために書かれたものです。\n",
"アリスター・マッ\n"
]
},
{
"output_type": "execute_result",
"data": {
"text/plain": [
"'\\n西田幾多郎は、プラトンの復権を主張し、対する従来の西洋哲学は、近代の合理主義哲学に委ね、「従来の哲学は破 壊されてしまった」と述べている。 西田幾多郎は、西洋近代哲学の「徹底的な検討」を拒んだ。それは、「現代的理解の脆弱性を補う筈の、従来のヨーロッパに伝わる哲学的な方法では到底それができなかったからである」とい\\n'"
],
"application/vnd.google.colaboratory.intrinsic+json": {
"type": "string"
}
},
"metadata": {},
"execution_count": 2
}
]
}
]
}
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