Quantization-specific throughput and VRAM requirements for Alibaba-NLP/gte-Qwen2-1.5B-instruct running on RTX 5070.
Speed values come from the compatibility dataset (`estimatedTokensPerSec`) and are sorted by quantization.
For full verdict logic and alternate GPUs, see the canonical compatibility page.
Open full compatibility report| Quantization | VRAM needed | VRAM available | Speed | Verdict |
|---|---|---|---|---|
| Q4 | 3GB | 12GB | 103 tok/s | ✅ Fits |
| Q8 | 5GB | 12GB | 69 tok/s | ✅ Fits |
| FP16 | 11GB | 12GB | 44 tok/s | ⚠️ Tight fit |