Qwen/Qwen2.5-Coder 7B-Instruct
unknown·7B params·unknown
intelligence: see on Artificial Analysis →
checkpoint:
Qwen/Qwen2.5-Coder-7B-Instruct-AWQcommit:
8e8ed243bbe6weights 5.19 GiB
All runs (5)
| Hardware | Backend | Shape | Conc. | Gen tok/s ↓ | TTFT | TPOT (ms) | Out tok | Total | VRAM Δ |
|---|---|---|---|---|---|---|---|---|---|
| GeForce RTX 3090 · 24 GiB | vLLM 0.21.0 (cuda) | chat | 1 | 85.8 | 35ms | 11.1 | 68 | 752ms | 0.000 GiB |
| GeForce RTX 3090 · 24 GiB | vLLM 0.21.0 (cuda) | rag | 1 | 78.7 | 31ms | 11.8 | 32 | 499ms | 0.000 GiB |
| GeForce RTX 3090 · 24 GiB | vLLM 0.21.0 (cuda) | codegen | 1 | 77.4 | 54ms | 12.9 | 506 | 6.54s | 0.000 GiB |
| GeForce RTX 3090 · 24 GiB | vLLM 0.21.0 (cuda) | agent | 1 | 76.9 | 31ms | 12.9 | 442 | 5.73s | 0.000 GiB |
| GeForce RTX 3090 · 24 GiB | vLLM 0.21.0 (cuda) | agent | 4 | 76.1 | 55ms | 13.0 | 444 | 5.81s | 0.000 GiB |
Environment
GeForce RTX 3090 · 24 GiB
cpuAMD EPYC 7302P 16-Core Processor
gpuNVIDIA GeForce RTX 3090
archNVIDIA
vram24 GiB (system 64.0 GiB)
power200 W / 450 W max(44% cap)
backendvLLM 0.21.0 (cuda)
serverlemonade unknown
osUbuntu 24.04 LTS
kernel6.17.13-7-pve
driver590.48.01
python3.12.3
containerizedtrue
runs/cell5
warmups2
endpoint/v1/chat/completions
streamingtrue