Sponsored by
APIMart
appvoid / arco
Model's Last Updated: December 05 2024
Introduction of arco
Model Details of arco
arco consistently outperforms every sota model below 600m parameters on average, outperforms some base 1b models and is competitive with the best ones. arco is a merge of multiple internal models fine-tuned on a diverse set of styles and finally merged with the several models (including palmer-004-turbo), followed by a merge with base model to preserve knowledge.
prompt
there is no prompt intentionally set but this one worked really good for me:
The following is a conversation between a super smart AI assistant and an user.
user: <your question>
assistant:
benchmarks
zero-shot evaluations performed on current sota ~0.5b models.
| Parameters | Model | MMLU | ARC-C | HellaSwag | PIQA | Winogrande | Average |
|---|---|---|---|---|---|---|---|
| 0.5b | qwen2 | 44.13 | 28.92 | 49.05 | 69.31 | 56.99 | 49.68 |
| 0.5b | danube3-base | 24.81 | 36.18 | 60.46 | 73.78 | 61.01 | 51.25 |
| 0.5b | palmer-turbo | 27.36 | 35.58 | 61.79 | 73.67 | 61.17 | 51.91 |
| 0.5b | arco | 26.17 | 37.29 | 62.88 | 74.37 | 62.27 | 52.60 |
supporters
Runs of appvoid arco on huggingface.co
52
Total runs
1
24-hour runs
-4
3-day runs
-8
7-day runs
13
30-day runs
More Information About arco huggingface.co Model
Url of arco
arco huggingface.co Url
Provider of arco huggingface.co
Other API from appvoid
Total runs:
122
Run Growth:
20
Growth Rate:
16.39%
Total runs:
59
Run Growth:
46
Growth Rate:
70.77%
Total runs:
33
Run Growth:
30
Growth Rate:
88.24%
Total runs:
27
Run Growth:
3
Growth Rate:
11.11%
Total runs:
25
Run Growth:
18
Growth Rate:
69.23%
Total runs:
24
Run Growth:
16
Growth Rate:
72.73%
Total runs:
24
Run Growth:
20
Growth Rate:
83.33%
Total runs:
24
Run Growth:
20
Growth Rate:
80.00%
Total runs:
23
Run Growth:
16
Growth Rate:
66.67%
Total runs:
22
Run Growth:
22
Growth Rate:
100.00%
Total runs:
22
Run Growth:
16
Growth Rate:
69.57%
Total runs:
21
Run Growth:
15
Growth Rate:
68.18%
Total runs:
19
Run Growth:
13
Growth Rate:
65.00%
Total runs:
19
Run Growth:
14
Growth Rate:
73.68%
Total runs:
19
Run Growth:
15
Growth Rate:
78.95%
Total runs:
18
Run Growth:
7
Growth Rate:
36.84%
Total runs:
17
Run Growth:
2
Growth Rate:
11.76%
Total runs:
17
Run Growth:
5
Growth Rate:
29.41%
Total runs:
16
Run Growth:
12
Growth Rate:
75.00%
Total runs:
16
Run Growth:
11
Growth Rate:
64.71%