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Fix: docs/backend/structured_outputs.ipynb #4884

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Merged
merged 5 commits into from
Apr 12, 2025
Merged

Fix: docs/backend/structured_outputs.ipynb #4884

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36730ae
fix ipynb
thyecust Mar 29, 2025
c7246dc
update
thyecust Apr 11, 2025
dda557b
update
thyecust Apr 11, 2025
caf9255
update
thyecust Apr 11, 2025
090a683
update
thyecust Apr 11, 2025
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39 changes: 35 additions & 4 deletions docs/backend/structured_outputs.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -385,6 +385,10 @@
"import json\n",
"from pydantic import BaseModel, Field\n",
"\n",
"from transformers import AutoTokenizer\n",
"\n",
"tokenizer = AutoTokenizer.from_pretrained(\"meta-llama/Meta-Llama-3.1-8B-Instruct\")\n",
"\n",
"\n",
"# Define the schema using Pydantic\n",
"class CapitalInfo(BaseModel):\n",
Expand All @@ -393,10 +397,19 @@
"\n",
"\n",
"# Make API request\n",
"messages = [\n",
" {\n",
" \"role\": \"user\",\n",
" \"content\": \"Here is the information of the capital of France in the JSON format.\\n\",\n",
" }\n",
"]\n",
"text = tokenizer.apply_chat_template(\n",
" messages, tokenize=False, add_generation_prompt=True\n",
")\n",
"response = requests.post(\n",
" f\"http://localhost:{port}/generate\",\n",
" json={\n",
" \"text\": \"Here is the information of the capital of France in the JSON format.\\n\",\n",
" \"text\": text,\n",
" \"sampling_params\": {\n",
" \"temperature\": 0,\n",
" \"max_new_tokens\": 64,\n",
Expand Down Expand Up @@ -441,7 +454,7 @@
"response = requests.post(\n",
" f\"http://localhost:{port}/generate\",\n",
" json={\n",
" \"text\": \"Here is the information of the capital of France in the JSON format.\\n\",\n",
" \"text\": text,\n",
" \"sampling_params\": {\n",
" \"temperature\": 0,\n",
" \"max_new_tokens\": 64,\n",
Expand All @@ -466,10 +479,19 @@
"metadata": {},
"outputs": [],
"source": [
"messages = [\n",
" {\n",
" \"role\": \"user\",\n",
" \"content\": \"Give me the information of the capital of France.\",\n",
" }\n",
"]\n",
"text = tokenizer.apply_chat_template(\n",
" messages, tokenize=False, add_generation_prompt=True\n",
")\n",
"response = requests.post(\n",
" f\"http://localhost:{port}/generate\",\n",
" json={\n",
" \"text\": \"Give me the information of the capital of France.\",\n",
" \"text\": text,\n",
" \"sampling_params\": {\n",
" \"max_new_tokens\": 128,\n",
" \"temperature\": 0,\n",
Expand Down Expand Up @@ -503,10 +525,19 @@
"metadata": {},
"outputs": [],
"source": [
"messages = [\n",
" {\n",
" \"role\": \"user\",\n",
" \"content\": \"Paris is the capital of\",\n",
" }\n",
"]\n",
"text = tokenizer.apply_chat_template(\n",
" messages, tokenize=False, add_generation_prompt=True\n",
")\n",
"response = requests.post(\n",
" f\"http://localhost:{port}/generate\",\n",
" json={\n",
" \"text\": \"Paris is the capital of\",\n",
" \"text\": text,\n",
" \"sampling_params\": {\n",
" \"temperature\": 0,\n",
" \"max_new_tokens\": 64,\n",
Expand Down
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