Can the RTX 2000 Ada run dolphin-2.9.1-yi-1.5-34b?
No. dolphin-2.9.1-yi-1.5-34b needs about 21.8 GB at Q4_K_M (weights plus 1.8 GB runtime overhead), and the RTX 2000 Ada has 16 GB, so it won't fit without offloading layers to system RAM, which is far slower.
Every quantization
dolphin-2.9.1-yi-1.5-34b (34.4B) on 16 GB
| Quant | Weights | Needs | Fit | Est. speed |
|---|---|---|---|---|
| Q4_K_M | 20 GB | 21.8 GB | Too big | - |
| Q5_K_M | 24 GB | 25.8 GB | Too big | - |
| Q8_0 | 37 GB | 38.8 GB | Too big | - |
| FP16 | 69 GB | 70.8 GB | Too big | - |
Estimates. Needs = weights + 1.8 GB for KV cache and runtime at modest context. Speed is single-stream decode scaled from the RTX 2000 Ada's 256 GB/s bandwidth (Estimated from memory bandwidth (llama.cpp decode)). Long contexts need more memory and run slower.
What to do instead
Two ways forward
Cheapest cards that run it
- NVIDIA Tesla P40 - 24 GB, ~$159
- NVIDIA RTX 3090 - 24 GB, ~$750
- AMD Radeon RX 7900 XTX - 24 GB, ~$849
- NVIDIA RTX 3090 Ti - 24 GB, ~$899
Models that fit the RTX 2000 Ada
- Qwen2.5-Coder-14B-Instruct - 14.8B, 9 GB at Q4
- Qwen3 14B - 14B, 8 GB at Q4
- Phi-4 - 14B, 8.5 GB at Q4
- Gemma 4 12B - 12B, 7 GB at Q4
Compare
Same model, other hardware - and other models on this card
dolphin-2.9.1-yi-1.5-34b on other hardware
- RTX 5090~51 tok/s
- RTX 5090 D~51 tok/s
- RTX 6000D~45 tok/s
- RTX 4090~31 tok/s
- Radeon RX 7900 XTX~28 tok/s
- RTX 3090~27 tok/s
- MacBook Pro 16" M4 Max~16 tok/s
- Arc Pro B60~13 tok/s
Also runs on the RTX 2000 Ada
- Qwen2.5-Coder-14B-Instruct~16 tok/s
- Qwen3 14B~18 tok/s
- Phi-4~17 tok/s
- Gemma 4 12B~21 tok/s
- Qwen3.5 9B~25 tok/s
- Llama 3.1 8B~27 tok/s
- Mistral-7B-Instruct-v0.2~37 tok/s
- Qwen3.5 4B~49 tok/s
Frequently asked
Quick answers
Can the RTX 2000 Ada Generation run dolphin-2.9.1-yi-1.5-34b?
No. dolphin-2.9.1-yi-1.5-34b needs about 21.8 GB at Q4_K_M (weights plus 1.8 GB runtime overhead), and the RTX 2000 Ada has 16 GB, so it won't fit without offloading layers to system RAM, which is far slower.
How much VRAM does dolphin-2.9.1-yi-1.5-34b need?
About 20 GB of weights at Q4_K_M, 37 GB at Q8_0 and 69 GB at FP16. Add roughly 1.8 GB for the KV cache and runtime at modest context lengths.
How fast is dolphin-2.9.1-yi-1.5-34b on the RTX 2000 Ada?
It doesn't fit in the RTX 2000 Ada's memory, so speed depends on how many layers you offload to system RAM - typically single-digit tokens per second or lower.