Qwen 2.5 Coder 7B Instruct on NVIDIA GeForce RTX 4090
NVIDIA GeForce RTX 4090 runs Qwen 2.5 Coder 7B Instruct excellently at 90 tok/s at Q8_0. This is a strong pairing.
Model Size
7.62B
Device VRAM
24 GB
Bandwidth
1008 GB/s
Quantizations Tested
1
Performance by Quantization
Each row shows Qwen 2.5 Coder 7B Instruct performance at a different quality level on NVIDIA GeForce RTX 4090.
| Quantization | Speed | TTFT | Fits in VRAM | Rating | Confidence |
|---|---|---|---|---|---|
| Q8_0 | 90 tok/s | 68ms | ✓ Yes | Excellent | estimated |
Notes
Q8_0
Full Q8 quality. Near-instant code completion on 4090.
About Qwen 2.5 Coder 7B Instruct
Qwen 2.5 Coder 7B Instruct (7.62B) is a coding, ai coding model. Specialized coding model optimized for AI-assisted development.
View all Qwen 2.5 Coder 7B Instruct hardware options →About NVIDIA GeForce RTX 4090
NVIDIA GeForce RTX 4090 has 24 GB at 1008 GB/s. Street price: $1,799.
See all models NVIDIA GeForce RTX 4090 can run →Builds with NVIDIA GeForce RTX 4090
Source: Community benchmarks and estimated performance (2026-03-01)
Data last updated: 2026-03-15