Total runs:
4.5K
Run Growth:
1.9K
Growth Rate:
33.46%
Sponsored by
YouArt
PKU-Alignment / beaver-dam-7b
Model's Last Updated: July 10 2023
Introduction of beaver-dam-7b
Model Details of beaver-dam-7b
🦫 BeaverDam Model Card
Beaver-Dam-7B
Boasting 7 billion parameters, Beaver-Dam-7B is a powerful QA-Moderation model derived from the Llama-7B base model and trained on the PKU-Alignment/BeaverTails Classification Dataset. Beaver-Dam's key feature is its ability to analyze responses to prompts for toxicity across 14 different categories.
- Developed by: PKU-Alignment Team
- Model type: QA moderation
- License: Non-commercial license
- Finetuned from model: LLaMA
Model Sources
- Repository: https://github.com/PKU-Alignment/beavertails
- Web: https://sites.google.com/view/pku-beavertails
- Paper: Coming soon
Why Choose Beaver-Dam-7B?
Traditional approaches to content moderation in Question-Answering (QA) tasks often gauge the toxicity of a QA pair by examining each utterance individually. This method, while effective to a degree, can inadvertently result in a significant number of user prompts being discarded. If the moderation system perceives them as too harmful, it may prevent the language model from generating appropriate responses, consequently interrupting the user experience and potentially hindering the evolution of a beneficial AI with human-like understanding.
BeaverDam is a shift in the approach to content moderation for QA tasks - a concept we term "QA moderation":
In this paradigm, a QA pair is classified as harmful or benign based on its degree of risk neutrality. Specifically, it assesses the extent to which potential risks in a potentially harmful question can be counteracted by a non-threatening response.
Runs of PKU-Alignment beaver-dam-7b on huggingface.co
4.9K
Total runs
-266
24-hour runs
-463
3-day runs
-501
7-day runs
-8.2K
30-day runs
More Information About beaver-dam-7b huggingface.co Model
Url of beaver-dam-7b
beaver-dam-7b huggingface.co Url
Provider of beaver-dam-7b huggingface.co
Other API from PKU-Alignment
Updated:April 21 2024
Total runs:
3.7K
Run Growth:
2.0K
Growth Rate:
41.85%
Total runs:
3.5K
Run Growth:
-396
Growth Rate:
-12.69%
Total runs:
292
Run Growth:
-145
Growth Rate:
-54.31%
Total runs:
111
Run Growth:
-58
Growth Rate:
-53.70%
Total runs:
109
Run Growth:
-960
Growth Rate:
-914.29%
Total runs:
108
Run Growth:
-393
Growth Rate:
-363.89%
Total runs:
73
Run Growth:
-1.1K
Growth Rate:
-1446.05%
Total runs:
42
Run Growth:
30
Growth Rate:
78.95%
Total runs:
37
Run Growth:
-8
Growth Rate:
-21.05%
Total runs:
29
Run Growth:
11
Growth Rate:
40.74%
Total runs:
29
Run Growth:
10
Growth Rate:
40.00%
Total runs:
28
Run Growth:
15
Growth Rate:
57.69%
Total runs:
28
Run Growth:
-2
Growth Rate:
-8.00%
Total runs:
28
Run Growth:
2
Growth Rate:
8.33%
Total runs:
27
Run Growth:
6
Growth Rate:
33.33%
Total runs:
26
Run Growth:
9
Growth Rate:
36.00%
Total runs:
26
Run Growth:
13
Growth Rate:
54.17%
Total runs:
25
Run Growth:
2
Growth Rate:
11.76%
Total runs:
24
Run Growth:
24
Growth Rate:
100.00%
Total runs:
22
Run Growth:
8
Growth Rate:
42.11%
Total runs:
20
Run Growth:
7
Growth Rate:
38.89%
Total runs:
20
Run Growth:
-10
Growth Rate:
-76.92%
Total runs:
20
Run Growth:
5
Growth Rate:
25.00%
Total runs:
19
Run Growth:
-6
Growth Rate:
-40.00%
Total runs:
19
Run Growth:
8
Growth Rate:
50.00%
Total runs:
19
Run Growth:
4
Growth Rate:
21.05%
Total runs:
19
Run Growth:
3
Growth Rate:
17.65%
Total runs:
19
Run Growth:
8
Growth Rate:
47.06%
Total runs:
18
Run Growth:
18
Growth Rate:
100.00%
Total runs:
18
Run Growth:
8
Growth Rate:
44.44%
Total runs:
18
Run Growth:
8
Growth Rate:
47.06%
Total runs:
18
Run Growth:
9
Growth Rate:
56.25%
Total runs:
18
Run Growth:
-10
Growth Rate:
-66.67%
Total runs:
17
Run Growth:
4
Growth Rate:
28.57%
Total runs:
17
Run Growth:
8
Growth Rate:
53.33%
Total runs:
17
Run Growth:
1
Growth Rate:
5.88%
Total runs:
17
Run Growth:
-7
Growth Rate:
-50.00%
Total runs:
16
Run Growth:
5
Growth Rate:
35.71%
Total runs:
16
Run Growth:
6
Growth Rate:
40.00%
Total runs:
16
Run Growth:
2
Growth Rate:
13.33%
Total runs:
16
Run Growth:
2
Growth Rate:
12.50%
Total runs:
15
Run Growth:
15
Growth Rate:
100.00%
Total runs:
15
Run Growth:
6
Growth Rate:
42.86%
Total runs:
14
Run Growth:
-3
Growth Rate:
-23.08%
Total runs:
14
Run Growth:
8
Growth Rate:
57.14%
Total runs:
14
Run Growth:
1
Growth Rate:
7.14%
Total runs:
13
Run Growth:
1
Growth Rate:
8.33%
Total runs:
13
Run Growth:
1
Growth Rate:
8.33%
Total runs:
13
Run Growth:
3
Growth Rate:
25.00%
Total runs:
13
Run Growth:
0
Growth Rate:
0.00%
Total runs:
13
Run Growth:
-1
Growth Rate:
-8.33%
Total runs:
13
Run Growth:
-8
Growth Rate:
-61.54%
Total runs:
12
Run Growth:
4
Growth Rate:
36.36%
Total runs:
11
Run Growth:
0
Growth Rate:
0.00%
Total runs:
11
Run Growth:
2
Growth Rate:
25.00%
Total runs:
11
Run Growth:
-13
Growth Rate:
-144.44%
Total runs:
10
Run Growth:
-2
Growth Rate:
-25.00%
Total runs:
10
Run Growth:
0
Growth Rate:
0.00%
Total runs:
10
Run Growth:
7
Growth Rate:
70.00%
Total runs:
10
Run Growth:
0
Growth Rate:
0.00%
Total runs:
9
Run Growth:
9
Growth Rate:
100.00%
Total runs:
9
Run Growth:
1
Growth Rate:
14.29%
Total runs:
9
Run Growth:
0
Growth Rate:
0.00%
Total runs:
9
Run Growth:
0
Growth Rate:
0.00%
Total runs:
8
Run Growth:
7
Growth Rate:
87.50%
Total runs:
8
Run Growth:
8
Growth Rate:
100.00%
Total runs:
8
Run Growth:
0
Growth Rate:
0.00%
Total runs:
8
Run Growth:
0
Growth Rate:
0.00%
Total runs:
7
Run Growth:
6
Growth Rate:
85.71%
Total runs:
7
Run Growth:
7
Growth Rate:
100.00%
Total runs:
7
Run Growth:
6
Growth Rate:
85.71%
Total runs:
7
Run Growth:
6
Growth Rate:
85.71%
Total runs:
6
Run Growth:
6
Growth Rate:
100.00%
Total runs:
6
Run Growth:
6
Growth Rate:
100.00%
Total runs:
6
Run Growth:
6
Growth Rate:
100.00%
Total runs:
6
Run Growth:
3
Growth Rate:
50.00%
Total runs:
6
Run Growth:
5
Growth Rate:
83.33%
Total runs:
6
Run Growth:
3
Growth Rate:
50.00%
Total runs:
6
Run Growth:
6
Growth Rate:
100.00%
Total runs:
6
Run Growth:
6
Growth Rate:
100.00%
Total runs:
6
Run Growth:
6
Growth Rate:
100.00%
Total runs:
6
Run Growth:
6
Growth Rate:
100.00%
Total runs:
6
Run Growth:
0
Growth Rate:
0.00%
Total runs:
6
Run Growth:
6
Growth Rate:
100.00%
Total runs:
6
Run Growth:
6
Growth Rate:
100.00%
Total runs:
6
Run Growth:
3
Growth Rate:
50.00%
Total runs:
6
Run Growth:
5
Growth Rate:
83.33%
Total runs:
6
Run Growth:
0
Growth Rate:
0.00%
Total runs:
6
Run Growth:
0
Growth Rate:
0.00%
Total runs:
6
Run Growth:
6
Growth Rate:
100.00%
Total runs:
6
Run Growth:
6
Growth Rate:
100.00%
Total runs:
5
Run Growth:
0
Growth Rate:
0.00%
Total runs:
5
Run Growth:
0
Growth Rate:
0.00%
Total runs:
5
Run Growth:
2
Growth Rate:
40.00%
Total runs:
5
Run Growth:
5
Growth Rate:
100.00%
Total runs:
5
Run Growth:
5
Growth Rate:
100.00%
Total runs:
5
Run Growth:
5
Growth Rate:
100.00%