{
 "cells": [
  {
   "cell_type": "code",
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   "metadata": {},
   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "'BGEM3FlagModel' object has no attribute 'push_to_hub'",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "Cell \u001b[0;32mIn[4], line 8\u001b[0m\n\u001b[1;32m      2\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mFlagEmbedding\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m BGEM3FlagModel\n\u001b[1;32m      4\u001b[0m model \u001b[38;5;241m=\u001b[39m BGEM3FlagModel(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m/data/models/bge-m3_finetuned\u001b[39m\u001b[38;5;124m'\u001b[39m,  \n\u001b[1;32m      5\u001b[0m                        use_fp16\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m) \u001b[38;5;66;03m# Setting use_fp16 to True speeds up computation with a slight performance degradation\u001b[39;00m\n\u001b[0;32m----> 8\u001b[0m \u001b[43mmodel\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mpush_to_hub\u001b[49m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdophys/bge-m3_finetuned\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n",
      "\u001b[0;31mAttributeError\u001b[0m: 'BGEM3FlagModel' object has no attribute 'push_to_hub'"
     ]
    }
   ],
   "source": [
    "from transformers import BertConfig, BertModel\n",
    "from FlagEmbedding import BGEM3FlagModel\n",
    "\n",
    "model = BGEM3FlagModel('/data/models/bge-m3_finetuned',  \n",
    "                       use_fp16=True) # Setting use_fp16 to True speeds up computation with a slight performance degradation\n",
    "\n",
    "\n",
    "model.push_to_hub(\"dophys/bge-m3_finetuned\")"
   ]
  }
 ],
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