End-to-end decode throughput on 8K Context Length
268.5Throughput (tok/s)Llama-3.1-8B
Evaluation Results
| Method | Links | |
|---|---|---|
| Llama-3.1-8BKV Representation=SphKV2026.05 | 268.5 | |
| GPT-ossKV Representation=SphKV2026.05 | 261.2 | |
| Qwen2.5-14BKV Representation=SphKV2026.05 | 239.4 | |
| Llama-3.1-8BKV Representation=Dense2026.05 | 173.4 | |
| GPT-ossKV Representation=Dense2026.05 | 163.7 | |
| Qwen2.5-14BKV Representation=Dense2026.05 | 151.6 |