Sponsored by
Vmake Labs Video Enhancer
arcee-ai / Virtuoso-Small-GGUF
Model's Last Updated: December 03 2024
Introduction of Virtuoso-Small-GGUF
Model Details of Virtuoso-Small-GGUF
Virtuoso-Small
Virtuoso-Small is the debut public release of the Virtuoso series of models by Arcee.ai, designed to bring cutting-edge generative AI capabilities to organizations and developers in a compact, efficient form. With 14 billion parameters, Virtuoso-Small is an accessible entry point for high-quality instruction-following, complex reasoning, and business-oriented generative AI tasks. Its larger siblings, Virtuoso-Forte and Virtuoso-Prime, offer even greater capabilities and are available via API at models.arcee.ai .
Performance Benchmarks
| Groups | Metric | ↑ | Value | ± | Stderr |
|---|---|---|---|---|---|
| Leaderboard | Accuracy | ↑ | 0.5194 | ± | 0.0046 |
| Normalized Accuracy | ↑ | 0.5814 | ± | 0.0051 | |
| Exact Match | ↑ | 0.3006 | ± | 0.0117 | |
| Instruction-Level Loose Accuracy | ↑ | 0.8489 | ± | N/A | |
| Instruction-Level Strict Accuracy | ↑ | 0.8249 | ± | N/A | |
| Prompt-Level Loose Accuracy | ↑ | 0.7856 | ± | 0.0177 | |
| Prompt-Level Strict Accuracy | ↑ | 0.7523 | ± | 0.0186 | |
| Leaderboard-BBH | Normalized Accuracy | ↑ | 0.6516 | ± | 0.0058 |
| Leaderboard-GPQA | Normalized Accuracy | ↑ | 0.3389 | ± | 0.0137 |
| Leaderboard-Math-Hard | Exact Match | ↑ | 0.3006 | ± | 0.0117 |
| Leaderboard-MuSR | Normalized Accuracy | ↑ | 0.4286 | ± | 0.0175 |
Key Features
- Compact and Efficient : With 14 billion parameters, Virtuoso-Small provides a high-performance solution optimized for smaller hardware configurations without sacrificing quality.
- Business-Oriented : Tailored for use cases such as customer support, content creation, and technical assistance, Virtuoso-Small meets the demands of modern enterprises.
- Scalable Ecosystem : Part of the Virtuoso series, Virtuoso-Small is fully interoperable with its larger siblings, Forte and Prime, enabling seamless scaling as your needs grow.
Deployment Options
Virtuoso-Small is available under the Apache-2.0 license and can be deployed locally or accessed through an API at models.arcee.ai . For larger-scale or more demanding applications, consider Virtuoso-Forte or Virtuoso-Prime.
Runs of arcee-ai Virtuoso-Small-GGUF on huggingface.co
371
Total runs
-539
24-hour runs
-595
3-day runs
-1.0K
7-day runs
-460
30-day runs
More Information About Virtuoso-Small-GGUF huggingface.co Model
Url of Virtuoso-Small-GGUF
Virtuoso-Small-GGUF huggingface.co Url
Provider of Virtuoso-Small-GGUF huggingface.co
Other API from arcee-ai
Total runs:
14.3K
Run Growth:
14.2K
Growth Rate:
99.11%
Total runs:
5.6K
Run Growth:
-752
Growth Rate:
-13.47%
Total runs:
3.5K
Run Growth:
-757
Growth Rate:
-21.63%
Total runs:
2.5K
Run Growth:
1.2K
Growth Rate:
48.53%
Total runs:
2.3K
Run Growth:
-925
Growth Rate:
-39.70%
Total runs:
1.9K
Run Growth:
1.1K
Growth Rate:
55.61%
Total runs:
1.8K
Run Growth:
1.5K
Growth Rate:
82.87%
Total runs:
1.7K
Run Growth:
-860
Growth Rate:
-49.60%
Total runs:
1.7K
Run Growth:
-3.2K
Growth Rate:
-191.35%
Total runs:
1.7K
Run Growth:
1.0K
Growth Rate:
63.04%
Total runs:
1.5K
Run Growth:
-221
Growth Rate:
-14.38%
Total runs:
1.5K
Run Growth:
1.5K
Growth Rate:
98.63%
Total runs:
1.4K
Run Growth:
-188
Growth Rate:
-13.04%
Total runs:
1.2K
Run Growth:
-106
Growth Rate:
-8.55%
Total runs:
1.1K
Run Growth:
-302
Growth Rate:
-27.23%
Total runs:
1.1K
Run Growth:
240
Growth Rate:
22.02%
Total runs:
1.0K
Run Growth:
-6
Growth Rate:
-0.58%
Total runs:
1.0K
Run Growth:
-1.8K
Growth Rate:
-174.58%
Total runs:
1.0K
Run Growth:
633
Growth Rate:
62.36%
Total runs:
904
Run Growth:
-298
Growth Rate:
-32.96%
Total runs:
874
Run Growth:
-132
Growth Rate:
-15.10%
Total runs:
850
Run Growth:
0
Growth Rate:
0.00%
Total runs:
766
Run Growth:
-6.3K
Growth Rate:
-820.89%
Total runs:
673
Run Growth:
406
Growth Rate:
60.33%
Total runs:
614
Run Growth:
-4.4K
Growth Rate:
-715.15%
Total runs:
607
Run Growth:
231
Growth Rate:
38.06%
Total runs:
590
Run Growth:
-13
Growth Rate:
-2.20%
Total runs:
587
Run Growth:
-847
Growth Rate:
-143.80%
Total runs:
505
Run Growth:
201
Growth Rate:
39.80%
Total runs:
483
Run Growth:
169
Growth Rate:
34.99%
Total runs:
448
Run Growth:
107
Growth Rate:
23.88%
Total runs:
410
Run Growth:
175
Growth Rate:
42.68%
Total runs:
408
Run Growth:
0
Growth Rate:
0.00%
Total runs:
351
Run Growth:
351
Growth Rate:
100.00%
Total runs:
283
Run Growth:
179
Growth Rate:
63.25%
Total runs:
281
Run Growth:
0
Growth Rate:
0.00%
Total runs:
281
Run Growth:
125
Growth Rate:
44.48%
Total runs:
243
Run Growth:
-1.7K
Growth Rate:
-680.25%
Total runs:
225
Run Growth:
-143
Growth Rate:
-63.56%
Total runs:
216
Run Growth:
-40
Growth Rate:
-18.52%
Total runs:
183
Run Growth:
65
Growth Rate:
35.52%
Total runs:
163
Run Growth:
73
Growth Rate:
44.79%
Total runs:
158
Run Growth:
-1
Growth Rate:
-0.63%
Total runs:
148
Run Growth:
-99
Growth Rate:
-66.89%
Total runs:
143
Run Growth:
-37
Growth Rate:
-25.87%
Total runs:
139
Run Growth:
-41
Growth Rate:
-30.15%
Total runs:
138
Run Growth:
8
Growth Rate:
5.80%
Total runs:
136
Run Growth:
12
Growth Rate:
8.82%
Total runs:
134
Run Growth:
53
Growth Rate:
39.55%
Total runs:
124
Run Growth:
20
Growth Rate:
16.95%
Total runs:
123
Run Growth:
38
Growth Rate:
31.40%
Total runs:
120
Run Growth:
10
Growth Rate:
8.62%
Total runs:
117
Run Growth:
30
Growth Rate:
25.64%
Total runs:
115
Run Growth:
10
Growth Rate:
9.43%
Total runs:
114
Run Growth:
16
Growth Rate:
14.81%
Total runs:
114
Run Growth:
21
Growth Rate:
19.44%
Total runs:
107
Run Growth:
19
Growth Rate:
17.76%
Total runs:
107
Run Growth:
30
Growth Rate:
28.04%
Total runs:
107
Run Growth:
8
Growth Rate:
7.48%
Total runs:
107
Run Growth:
10
Growth Rate:
9.35%
Total runs:
106
Run Growth:
6
Growth Rate:
5.88%
Total runs:
105
Run Growth:
-6
Growth Rate:
-6.00%
Total runs:
105
Run Growth:
15
Growth Rate:
14.29%
Total runs:
105
Run Growth:
3
Growth Rate:
3.03%
Total runs:
105
Run Growth:
18
Growth Rate:
17.82%
Total runs:
105
Run Growth:
3
Growth Rate:
3.03%
Total runs:
104
Run Growth:
16
Growth Rate:
15.38%
Total runs:
104
Run Growth:
13
Growth Rate:
13.00%
Total runs:
104
Run Growth:
7
Growth Rate:
6.73%
Total runs:
103
Run Growth:
13
Growth Rate:
13.00%
Total runs:
103
Run Growth:
14
Growth Rate:
13.59%
Total runs:
102
Run Growth:
5
Growth Rate:
4.90%
Total runs:
102
Run Growth:
0
Growth Rate:
0.00%
Total runs:
102
Run Growth:
14
Growth Rate:
13.73%