Add CRAG benchmark #88
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Signed-off-by: minmin-intel <[email protected]>
Signed-off-by: minmin-intel <[email protected]>
Signed-off-by: minmin-intel <[email protected]>
Signed-off-by: minmin-intel <[email protected]>
Signed-off-by: minmin-intel <[email protected]>
Signed-off-by: minmin-intel <[email protected]>
for more information, see https://pre-commit.ci
for more information, see https://pre-commit.ci
lvliang-intel
approved these changes
Aug 31, 2024
lkk12014402
reviewed
Sep 5, 2024
lkk12014402
approved these changes
Sep 5, 2024
Signed-off-by: minmin-intel <[email protected]>
for more information, see https://pre-commit.ci
Signed-off-by: minmin-intel <[email protected]>
for more information, see https://pre-commit.ci
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LGTM |
lkk12014402
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Signed-off-by: lvliang-intel <[email protected]>
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Description
Add Meta CRAG benchmark for Agent QnA system benchmarking
Issues
NA
Type of change
List the type of change like below. Please delete options that are not relevant.
Dependencies
CRAG dataset: currently we give instructions in readme for users to download dataset themselves.
Tests
All the commands written in readme have been tested in local system to work.
Also ran the test_ragas.py in tests folder. Below are the results using llama3-70B-instruct as judge.
{'answer_relevancy': 0.4586, 'faithfulness': 1.0000, 'answer_correctness': 0.2400, 'answer_similarity': 0.9598, 'context_precision': 1.0000, 'context_recall': 1.0000}