Datasets:
gunnybd01
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ModelAgg

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Qwen2-1.5Bpreds
int64
0
12
labels
int64
0
12
Qwen/Qwen2.5-3B-Instruct
int64
0
12
Qwen/Qwen2-1.5B_lora
int64
0
12
Qwen/Qwen2.5-3B-Instruct_lora
int64
0
12
Qwen/Qwen3-Embedding-4B_lora
int64
0
12
google-bert/bert-large-uncased
int64
0
12
FacebookAI/roberta-large
int64
0
12
google-t5/t5-large
int64
0
12
5
5
5
5
5
5
5
5
5
6
6
6
6
6
6
6
6
6
3
3
3
3
3
3
3
3
3
10
10
10
10
10
10
10
10
10
12
12
12
12
12
12
12
12
12
8
8
8
8
8
8
8
8
8
4
4
4
4
4
4
4
4
4
9
9
9
9
9
9
9
9
9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6
6
6
6
6
6
6
6
6
11
11
11
11
11
11
11
11
11
7
7
7
7
0
7
7
7
7
0
0
0
0
0
0
0
0
0
6
6
6
6
6
6
6
6
6
5
5
5
5
5
5
5
5
5
0
7
0
0
0
0
0
0
9
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
12
12
12
12
12
12
12
12
12
2
2
2
2
2
2
2
2
2
12
12
12
12
12
12
12
12
12
7
7
7
7
7
7
7
7
7
2
3
2
2
2
2
2
2
2
11
11
11
11
3
3
11
3
3
1
1
1
1
1
1
1
1
1
3
3
3
3
3
3
3
3
3
1
1
1
1
1
1
1
1
1
6
6
6
6
6
6
6
6
6
4
4
4
4
4
4
4
4
4
11
11
11
11
11
11
11
11
11
5
5
5
5
5
5
5
5
5
8
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8
8
8
8
8
8
2
2
2
2
2
2
2
2
2
4
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4
4
4
4
4
3
3
3
3
3
3
3
3
3
1
2
2
2
2
2
2
2
1
6
6
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6
6
6
6
6
6
4
4
4
4
4
4
4
4
4
5
5
5
5
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5
5
5
10
2
10
10
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10
10
10
10
8
8
8
8
8
8
8
8
8
4
4
4
4
4
4
4
4
4
7
7
7
7
7
7
7
7
7
10
10
10
10
10
10
2
2
4
3
3
3
3
3
3
3
3
3
3
1
3
3
3
3
3
10
10
0
12
0
12
0
0
0
0
0
4
4
4
4
4
4
4
4
4
10
2
10
10
10
10
11
10
10
9
9
9
9
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9
9
9
9
3
3
3
3
3
3
3
3
3
9
4
9
9
9
9
9
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9
2
2
2
2
2
2
2
2
3
10
10
10
10
10
10
10
10
10
3
3
3
3
3
3
3
3
3
5
5
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5
5
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5
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6
6
6
6
6
8
8
8
8
8
8
8
8
8
6
2
6
6
6
6
6
2
6
0
0
0
0
0
0
0
0
0
11
11
11
11
11
11
11
11
11
10
10
10
10
10
10
10
10
10
2
11
2
2
2
2
2
2
2
5
5
5
5
5
5
5
5
5
8
8
8
8
8
8
8
8
8
9
9
9
9
9
9
7
9
9
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
4
4
4
4
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4
4
4
4
6
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6
6
6
6
6
6
6
3
3
3
3
3
3
3
3
3
7
7
7
7
7
7
7
7
7
10
10
10
10
10
10
10
10
10
5
5
5
5
5
5
5
5
5
2
2
2
2
2
2
2
2
2
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4
4
4
4
4
4
4
10
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10
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10
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10
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8
8
8
8
8
8
8
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12
12
12
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12
12
12
12
12
0
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11
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11
11
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11
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0
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11
11
11
11
11
11
11
11
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11
11
11
11
11
11
11
11
11
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4
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4
4
4
4
4
4
0
0
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0
0
0
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0
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0
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0
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4
4
4
4
4
4
4
4
4
6
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6
6
6
6
6
2
2
2
2
2
2
2
2
2
3
3
3
3
3
3
3
3
3
0
0
0
0
0
0
0
0
0
10
10
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10
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10
10
10
10
2
2
2
2
2
2
2
2
2