Total runs:
560.1K
Run Growth:
-113.3K
Growth Rate:
-20.23%
Sponsored by
AdsCreator.com
poolside / Laguna-S-2.1-DFlash-NVFP4
Model's Last Updated: August 01 2026
Introduction of Laguna-S-2.1-DFlash-NVFP4
Model Details of Laguna-S-2.1-DFlash-NVFP4
Use on OpenRouter · Use on Vercel AI Gateway · Release blog post
poolside/Laguna-S-2.1-DFlash-NVFP4
DFlash speculator for the NVFP4 target poolside/Laguna-S-2.1-NVFP4 . The speculator is a 6-layer Laguna-style draft model (BF16); pair it with the NVFP4 base for lower-latency serving via speculative decoding.
Trained:
e0630_rhiemann_baseline
SFT, DFlash Stage-2, 15k steps. Recommended
serving setting:
num_speculative_tokens=7
.
DFlash upstream support is in progress (vLLM #46853, SGLang #29446, TRT-LLM #15666). Use
poolside/Laguna-S-2.1-NVFP4
as the target model.
Benchmarks
Measured with TP=2,
temperature=0
, and
num_speculative_tokens=15
.
Throughput speedup
| Concurrency | GSM8K | MATH-500 | HumanEval | MBPP | MT-Bench |
|---|---|---|---|---|---|
| 1 | 3.324x | 2.893x | 3.692x | 2.426x | 2.338x |
| 4 | 2.498x | 2.174x | 2.742x | 1.848x | 1.831x |
| 8 | 2.279x | 1.948x | 2.634x | 1.719x | 1.772x |
| 16 | 2.302x | 1.965x | 2.626x | 1.731x | 1.672x |
Acceptance length
| Concurrency | GSM8K | MATH-500 | HumanEval | MBPP | MT-Bench |
|---|---|---|---|---|---|
| 1 | 5.775 | 4.942 | 6.438 | 4.171 | 4.017 |
| 4 | 5.804 | 4.935 | 6.298 | 4.161 | 4.091 |
| 8 | 5.719 | 4.885 | 6.537 | 4.193 | 4.373 |
| 16 | 5.758 | 4.896 | 6.412 | 4.123 | 3.981 |
Runs of poolside Laguna-S-2.1-DFlash-NVFP4 on huggingface.co
17.7K
Total runs
-618
24-hour runs
-1.2K
3-day runs
-2.7K
7-day runs
-28.9K
30-day runs
More Information About Laguna-S-2.1-DFlash-NVFP4 huggingface.co Model
Url of Laguna-S-2.1-DFlash-NVFP4
Laguna-S-2.1-DFlash-NVFP4 huggingface.co Url
Provider of Laguna-S-2.1-DFlash-NVFP4 huggingface.co
Other API from poolside
Updated:August 06 2026
Total runs:
188.2K
Run Growth:
-47.3K
Growth Rate:
-25.12%
Total runs:
15.7K
Run Growth:
-207.8K
Growth Rate:
-1323.21%
Total runs:
10.5K
Run Growth:
9.8K
Growth Rate:
93.88%
Total runs:
3.3K
Run Growth:
3.3K
Growth Rate:
99.88%
Total runs:
1.2K
Run Growth:
-105
Growth Rate:
-8.81%
Total runs:
905
Run Growth:
751
Growth Rate:
82.98%
Total runs:
867
Run Growth:
71
Growth Rate:
8.19%
Total runs:
738
Run Growth:
-174
Growth Rate:
-23.58%
Total runs:
419
Run Growth:
-17
Growth Rate:
-4.06%
Total runs:
206
Run Growth:
64
Growth Rate:
31.07%
Total runs:
163
Run Growth:
-338
Growth Rate:
-207.36%
Total runs:
134
Run Growth:
134
Growth Rate:
100.00%
Total runs:
128
Run Growth:
-390
Growth Rate:
-304.69%
Total runs:
74
Run Growth:
-269
Growth Rate:
-363.51%
Total runs:
34
Run Growth:
6
Growth Rate:
17.65%