Update Week 6 Day 5 Notebook to make use of WandB sync.
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@@ -149,7 +149,7 @@
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"source": [
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"# First let's work on a good prompt for a Frontier model\n",
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"# Notice that I'm removing the \" to the nearest dollar\"\n",
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"# When we train our own models, we'll need to make the problem as easy as possible, \n",
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"# When we train our own models, we'll need to make the problem as easy as possible,\n",
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"# but a Frontier model needs no such simplification.\n",
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"\n",
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"def messages_for(item):\n",
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@@ -393,6 +393,22 @@
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"openai.fine_tuning.jobs.list_events(fine_tuning_job_id=job_id, limit=10).data"
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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": null,
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"id": "b19ea9e9",
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"metadata": {},
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"outputs": [],
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"source": [
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"import wandb\n",
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"from wandb.integration.openai.fine_tuning import WandbLogger\n",
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"\n",
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"# Log in to Weights & Biases.\n",
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"wandb.login()\n",
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"# Sync the fine-tuning job with Weights & Biases.\n",
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"WandbLogger.sync(fine_tune_job_id=job_id, project=\"gpt-pricer\")"
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]
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},
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{
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"cell_type": "markdown",
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"id": "066fef03-8338-4526-9df3-89b649ad4f0a",
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@@ -490,7 +506,7 @@
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"\n",
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"def gpt_fine_tuned(item):\n",
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" response = openai.chat.completions.create(\n",
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" model=fine_tuned_model_name, \n",
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" model=fine_tuned_model_name,\n",
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" messages=messages_for(item),\n",
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" seed=42,\n",
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" max_tokens=7\n",
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