Documentation Index
Fetch the complete documentation index at: https://docs.veri.studio/llms.txt
Use this file to discover all available pages before exploring further.
Upload Reward Function
A human-readable name for the reward function.
A Python .py file containing the reward function.
The reward function format. Supported values: trl and miles.
Request
curl -X POST https://api.veri.studio/v1/reward_functions \
-H "Authorization: Bearer vk_your_api_key" \
-F "name=math_reward" \
-F "file=@reward.py" \
-F "format=trl"
Response
{
"id": "rf_def456",
"object": "reward_function",
"name": "math_reward",
"format": "trl",
"created_at": "2026-04-14T12:05:00Z"
}
List Reward Functions
Maximum number of reward functions to return.
Cursor for pagination. Pass the ID of the last item from the previous page.
Request
curl "https://api.veri.studio/v1/reward_functions?limit=10" \
-H "Authorization: Bearer vk_your_api_key"
Response
{
"object": "list",
"data": [
{
"id": "rf_def456",
"object": "reward_function",
"name": "math_reward",
"format": "trl",
"created_at": "2026-04-14T12:05:00Z"
}
],
"has_more": false
}
Get Reward Function
Request
curl https://api.veri.studio/v1/reward_functions/rf_def456 \
-H "Authorization: Bearer vk_your_api_key"
Response
{
"id": "rf_def456",
"object": "reward_function",
"name": "math_reward",
"format": "trl",
"created_at": "2026-04-14T12:05:00Z"
}
trl
trl reward files must contain def reward(. The control plane currently performs a lightweight signature check before accepting the file.
def reward(completions, answer=None, **kwargs):
return [1.0 if answer and str(answer) in c else 0.0 for c in completions]
miles
miles reward files must contain async def reward(:
async def reward(args, sample, **kwargs) -> float:
if sample.label and str(sample.label) in sample.response:
return 1.0
return 0.0
Uploads are syntax-checked with compile(...) before they are stored.
