Create testLeaderBoard
Browse files- testLeaderBoard +17 -0
testLeaderBoard
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from datasets import Dataset
|
| 2 |
+
|
| 3 |
+
# Create a dictionary for leaderboard data
|
| 4 |
+
leaderboard_data = {
|
| 5 |
+
"model": ["Model_A", "Model_B", "Model_C", "Model_D"],
|
| 6 |
+
"accuracy": [0.92, 0.87, 0.89, 0.95], # Example metric
|
| 7 |
+
"inference_time (ms)": [12.3, 15.6, 10.8, 14.2] # Example inference speed
|
| 8 |
+
}
|
| 9 |
+
|
| 10 |
+
# Convert the dictionary into a Hugging Face Dataset
|
| 11 |
+
leaderboard = Dataset.from_dict(leaderboard_data)
|
| 12 |
+
|
| 13 |
+
# Sort the leaderboard by accuracy (descending)
|
| 14 |
+
leaderboard = leaderboard.sort("accuracy", reverse=True)
|
| 15 |
+
|
| 16 |
+
# Print the sorted leaderboard
|
| 17 |
+
print(leaderboard)
|