Upload finetune_falcon7b_oasst1_with_bnb_peft.ipynb
Browse files
finetune_falcon7b_oasst1_with_bnb_peft.ipynb
CHANGED
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@@ -1629,24 +1629,106 @@
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},
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{
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"cell_type": "code",
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"execution_count":
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"metadata": {
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},
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"outputs": [
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"source": [
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"import torch\n",
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"from peft import PeftModel, PeftConfig\n",
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"from transformers import AutoModelForCausalLM, AutoTokenizer\n",
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"\n",
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"peft_model_id = \"
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"config = PeftConfig.from_pretrained(peft_model_id)\n",
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"model = AutoModelForCausalLM.from_pretrained(\n",
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" config.base_model_name_or_path, \n",
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" return_dict=True, \n",
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" load_in_8bit=True, \n",
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" device_map={\"\":0},\n",
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" use_auth_token=True,\n",
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" trust_remote_code=True,\n",
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")\n",
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"tokenizer = AutoTokenizer.from_pretrained(config.base_model_name_or_path)\n",
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"height": 53
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},
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"id": "jlpAYdyVGoyo",
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"outputId": "
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},
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"execution_count":
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"outputs": [
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"output_type": "execute_result",
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}
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},
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"metadata": {},
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"execution_count":
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}
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]
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},
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"base_uri": "https://localhost:8080/"
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},
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"id": "5UpKIshHJQmm",
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"outputId": "
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},
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"execution_count":
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"outputs": [
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{
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"output_type": "execute_result",
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]
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},
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"metadata": {},
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"execution_count":
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}
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]
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},
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{
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"cell_type": "code",
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"execution_count":
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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": "MDqJWba-tpnv",
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"outputId": "
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},
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"outputs": [
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"base_uri": "https://localhost:8080/"
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},
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"id": "RCe7ly02JVis",
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"outputId": "
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},
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"execution_count":
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"outputs": [
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{
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"output_type": "stream",
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"_view_name": "StyleView",
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"description_width": ""
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}
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| 9994 |
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| 1719 |
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| 1720 |
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| 1721 |
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| 1722 |
"from peft import PeftModel, PeftConfig\n",
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| 1723 |
"from transformers import AutoModelForCausalLM, AutoTokenizer\n",
|
| 1724 |
"\n",
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| 1725 |
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| 1726 |
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| 1727 |
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| 1728 |
" config.base_model_name_or_path, \n",
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| 1729 |
" return_dict=True, \n",
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| 1730 |
" load_in_8bit=True, \n",
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| 1731 |
" device_map={\"\":0},\n",
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| 1732 |
" trust_remote_code=True,\n",
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| 1733 |
")\n",
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| 1734 |
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| 1766 |
"height": 53
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| 1767 |
},
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| 1768 |
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| 1773 |
{
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| 1774 |
"output_type": "execute_result",
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| 1781 |
}
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| 1782 |
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| 1783 |
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| 1809 |
{
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| 1810 |
"output_type": "execute_result",
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| 1830 |
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"base_uri": "https://localhost:8080/"
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