Total runs:
560.1K
Run Growth:
-113.3K
Growth Rate:
-20.23%
Sponsored by
APIMart
poolside / Laguna-S-2.1-DFlash-FP8
Model's Last Updated: August 01 2026
Introduction of Laguna-S-2.1-DFlash-FP8
Model Details of Laguna-S-2.1-DFlash-FP8
Use on OpenRouter · Use on Vercel AI Gateway · Release blog post
poolside/Laguna-S-2.1-DFlash-FP8
DFlash speculator for the FP8 target poolside/Laguna-S-2.1-FP8 . The speculator is a 6-layer Laguna-style draft model (BF16); pair it with the FP8 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-FP8
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 | 3.179x | 2.938x | 3.269x | 2.380x | 2.603x |
| 4 | 2.614x | 2.423x | 2.691x | 1.963x | 2.090x |
| 8 | 2.666x | 2.410x | 2.803x | 1.962x | 2.230x |
| 16 | 2.618x | 2.364x | 2.866x | 2.031x | 2.302x |
Acceptance length
| Concurrency | GSM8K | MATH-500 | HumanEval | MBPP | MT-Bench |
|---|---|---|---|---|---|
| 1 | 5.748 | 5.197 | 5.889 | 4.247 | 4.663 |
| 4 | 5.765 | 5.212 | 5.882 | 4.218 | 4.411 |
| 8 | 5.863 | 5.199 | 6.094 | 4.178 | 4.572 |
| 16 | 5.787 | 5.161 | 6.144 | 4.291 | 4.600 |
Runs of poolside Laguna-S-2.1-DFlash-FP8 on huggingface.co
1.0K
Total runs
-114
24-hour runs
-553
3-day runs
-565
7-day runs
-755
30-day runs
More Information About Laguna-S-2.1-DFlash-FP8 huggingface.co Model
Url of Laguna-S-2.1-DFlash-FP8
Laguna-S-2.1-DFlash-FP8 huggingface.co Url
Provider of Laguna-S-2.1-DFlash-FP8 huggingface.co
Other API from poolside
Updated:August 06 2026
Total runs:
188.2K
Run Growth:
-47.3K
Growth Rate:
-25.12%
Total runs:
16.9K
Run Growth:
-29.2K
Growth Rate:
-169.78%
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:
905
Run Growth:
751
Growth Rate:
82.98%
Total runs:
855
Run Growth:
57
Growth Rate:
6.74%
Total runs:
531
Run Growth:
-390
Growth Rate:
-65.44%
Total runs:
360
Run Growth:
-19
Growth Rate:
-4.59%
Total runs:
204
Run Growth:
68
Growth Rate:
33.33%
Total runs:
165
Run Growth:
-311
Growth Rate:
-190.80%
Total runs:
134
Run Growth:
134
Growth Rate:
100.00%
Total runs:
127
Run Growth:
-392
Growth Rate:
-306.25%
Total runs:
67
Run Growth:
-273
Growth Rate:
-379.17%
Total runs:
35
Run Growth:
7
Growth Rate:
20.00%