GLM-4.7-Flash
Q4_K_XL·GGUF
intelligence: see on Artificial Analysis →
checkpoint:
unsloth/GLM-4.7-Flash-GGUF:UD-Q4_K_XLAll runs (5)
| Hardware | Backend | Mode | Shape | Conc. | Gen tok/s ↓ | Prefill tok/s | TTFT | TPOT (ms) | Prompt tok | Out tok | Total | VRAM Δ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
GeForce RTX 3090 · 24 GiB200 Wdrv 590 | llama.cpp 59778f0 (cuda) | baseline | chat | 1 | 117.5 | 562.2 | 48ms | 8.1 | 25 | 100 | 851ms | 0.000 GiB |
GeForce RTX 3090 · 24 GiB200 Wdrv 590 | llama.cpp 59778f0 (cuda) | baseline | codegen | 1 | 117.4 | 566.0 | 116ms | 8.4 | 56 | 1000 | 8.52s | 0.000 GiB |
GeForce RTX 3090 · 24 GiB200 Wdrv 590 | llama.cpp 59778f0 (cuda) | baseline | agent | 1 | 111.2 | 2049.8 | 237ms | 8.7 | 555 | 500 | 4.49s | 0.000 GiB |
GeForce RTX 3090 · 24 GiB200 Wdrv 590 | llama.cpp 59778f0 (cuda) | baseline | rag | 1 | 105.4 | 3084.3 | 206ms | 8.4 | 704 | 200 | 1.90s | 0.000 GiB |
GeForce RTX 3090 · 24 GiB200 Wdrv 590 | llama.cpp 59778f0 (cuda) | baseline | agent | 4 | 47.2 | — | 1.05s | 18.2 | — | 408 | 8.60s | 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)
backendllama.cpp 59778f0 (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