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Qwen 2.5 7B Instruct on NVIDIA GeForce RTX 4090

NVIDIA GeForce RTX 4090 runs Qwen 2.5 7B Instruct excellently at 88 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 7B Instruct performance at a different quality level on NVIDIA GeForce RTX 4090.

QuantizationSpeedTTFTFits in VRAMRatingConfidence
Q8_088 tok/s68ms✓ YesExcellentestimated

Notes

Q8_0

Full Q8 quality. 128K context support gives it an edge over Gemma 2 9B.

About Qwen 2.5 7B Instruct

Qwen 2.5 7B Instruct (7.62B) is a chat, coding, ai coding, reasoning, multi-purpose model. Strong 7B model from Alibaba with 128K context window support. Competitive with Llama 3.1 8B across benchmarks. Apache 2.0 license. Excellent multilingual support.

View all Qwen 2.5 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 (2026-01-15)

Data last updated: 2026-03-01