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Update cookbook for llamav2 #130

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Merged
merged 3 commits into from
Jul 19, 2023
Merged

Update cookbook for llamav2 #130

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ab0cfce
make code changes
seanshi-scale Jul 19, 2023
fb12908
update cookbook with numbers
seanshi-scale Jul 19, 2023
342ea81
Merge branch 'main' into seanshi/cookbook-llama-2-7b
seanshi-scale Jul 19, 2023
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48 changes: 32 additions & 16 deletions docs/examples/finetuning.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -299,7 +299,7 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
Expand All @@ -316,9 +316,17 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 10,
"metadata": {},
"outputs": [],
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"BatchJobStatus.RUNNING\n"
]
}
],
"source": [
"# Wait for fine tune to complete\n",
"\n",
Expand Down Expand Up @@ -351,11 +359,11 @@
},
{
"cell_type": "code",
"execution_count": 10,
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"your_fine_tuned_model = \"llama-2-7b.my-first-finetune.2023-07-18-20-28-50\" # Note: you will have a different model!"
"your_fine_tuned_model = \"llama-2-7b.my-first-fine-tune.2023-07-19-00-48-07\" # Note: you will have a different model!"
]
},
{
Expand All @@ -374,7 +382,7 @@
},
{
"cell_type": "code",
"execution_count": 11,
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
Expand Down Expand Up @@ -412,7 +420,7 @@
},
{
"cell_type": "code",
"execution_count": 13,
"execution_count": 17,
"metadata": {},
"outputs": [
{
Expand Down Expand Up @@ -492,7 +500,7 @@
"954 hockey "
]
},
"execution_count": 13,
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
Expand All @@ -503,16 +511,16 @@
},
{
"cell_type": "code",
"execution_count": 14,
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"1.0"
"0.98"
]
},
"execution_count": 14,
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
Expand All @@ -524,7 +532,7 @@
},
{
"cell_type": "code",
"execution_count": 15,
"execution_count": 19,
"metadata": {},
"outputs": [
{
Expand Down Expand Up @@ -554,17 +562,25 @@
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>974</th>\n",
" <td>From: maX &lt;maX@maxim.rinaco.msk.su&gt;\\nSubject: ...</td>\n",
" <td>hockey</td>\n",
" <td>baseball</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
"Empty DataFrame\n",
"Columns: [raw_prompt, response, predicted_response]\n",
"Index: []"
" raw_prompt response \\\n",
"974 From: maX <maX@maxim.rinaco.msk.su>\\nSubject: ... hockey \n",
"\n",
" predicted_response \n",
"974 baseball "
]
},
"execution_count": 15,
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
Expand Down