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rasbt committed Jul 27, 2024
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" 1. We use the instruction-finetuned LLM to generate multiple responses and have humans rank them based on their preference and/or given preference criteria\n",
" 2. We use the instruction-finetuned LLM to generate multiple responses and have LLMs rank them based on given preference criteria\n",
" 3. We use an LLM to generate preferred and dispreferred responses given certain preference criteria\n",
"- In this notebook, we take approach 3\n",
"\n",
"\n",
"- In this notebook, we consider approach 3\n",
"- This notebook uses a 70 billion parameter Llama 3.1-Instruct model through ollama to generate preference labels for an instruction dataset\n",
"- The expected format of the instruction dataset is as follows:\n",
"\n",
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"version": "3.11.4"
"version": "3.10.6"
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