AI Evaluation Data
Getting started
This repo contains datasets used to evaluate the quality of AI features we are developing at GitLab.
We follow a similar approach to HuggingFace and store the datasets as LFS objects under the data folder.
Datasets
AI Feature: Duo Chat
Context dataset
| Field name |
Type |
Additional notes |
context_id |
STRING |
Valid UUIDs, generated as uuid4().hex in Python |
context |
STRING |
JSON string describing one of the GitLab resources |
context_type |
STRING |
GitLab resource type, either issue or epic |
referer_url |
STRING, NULLABLE |
Not used in this iteration, added for Chat API compatibility |
Queries dataset
| Field name |
Type |
Additional notes |
query_id |
STRING |
Valid UUIDs, generated as uuid4().hex in Python |
query |
STRING |
User query submitted to Duo Chat |
context |
STRING |
JSON string describing one of the GitLab resources |
resource_id |
INT, NULLABLE |
GitLab global resource identifier |
resource_type |
STRING |
GitLab resource type, either issue or epic |
referer_url |
STRING, NULLABLE |
Not used in this iteration, added for Chat API compatibility |
Code generations
| Field name |
Type |
Additional notes |
query_id |
STRING |
Valid UUIDs, generated as uuid4().hex in Python |
query |
STRING |
User query submitted to Duo Chat |
Usage
Refer to a specific commit SHA1 if you need to get a concrete revision of the dataset.
GIT_LFS_SKIP_SMUDGE=1 git clone $URL
git reset --hard $SHA1
git lfs pull
Authors
