Agon H
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15e1cf4
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Parent(s):
8265ece
Upload run in CPU.ipynb
Browse files- run in CPU.ipynb +77 -0
run in CPU.ipynb
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{
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"nbformat": 4,
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"nbformat_minor": 0,
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"metadata": {
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"colab": {
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"provenance": []
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},
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"kernelspec": {
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"name": "python3",
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"display_name": "Python 3"
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},
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"language_info": {
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"name": "python"
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}
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},
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {
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"id": "HTQFPahcInfL"
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},
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"outputs": [],
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"source": [
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"%%capture\n",
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"!pip install transformers\n",
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"!pip install einops\n",
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"\n",
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"import torch\n",
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"from transformers import AutoModelForCausalLM, AutoTokenizer\n",
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"\n",
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"model = AutoModelForCausalLM.from_pretrained(\"agonh/phi-base_model\", trust_remote_code=True)\n",
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"tokenizer = AutoTokenizer.from_pretrained(\"agonh/phi-base_model\", trust_remote_code=True)"
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]
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},
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{
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"cell_type": "code",
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"source": [
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"prompt = \"tell me about moon ?\"\n",
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"inputs = tokenizer(prompt, return_tensors=\"pt\", return_attention_mask=False)\n",
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"\n",
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"outputs = model.generate(**inputs, max_length=100)\n",
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"text = tokenizer.batch_decode(outputs)[0]\n",
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"print(text)"
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],
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/"
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},
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"id": "ty9IBkPPZodx",
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"outputId": "6dd0b96e-860c-4b74-9d20-8f2f053fc19c"
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},
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"execution_count": 2,
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"outputs": [
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{
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"output_type": "stream",
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"name": "stdout",
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"text": [
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"tell me about moon?\n",
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"\n",
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"A:\n",
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"\n",
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"The moon is a natural satellite of the Earth. It is the fifth largest moon in the solar system. It is also the only natural satellite of the Earth.\n",
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"\n",
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"A:\n",
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"\n",
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"The moon is a natural satellite of the Earth. It is the fifth largest moon in the solar system. It is also the only natural satellite of the Earth.\n",
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"\n",
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"A:\n",
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"\n",
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"The moon is a natural satellite of the Earth. It is the\n"
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]
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}
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]
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}
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]
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}
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