Best local AI models for RTX 6000 Ada Generation
48 GB in a single slot. Runs a 70B at Q4_K_M and fine-tunes 32B models locally.
Specification
VRAM48 GB
Usable for models47 GB
System RAM128 GB
Bandwidth960 GB/s
Local trainingSupported
Operating systemswindows, linux
Runs well
29 models fit this machine
Estimated
| Model | Params | Quantization | Memory | ~tok/s | Fit | Fine-tune |
|---|---|---|---|---|---|---|
| Qwen2.5 Coder 32B Instruct | 32.8B | Q6_K | 28 GB | 28 | Excellent fit | Yes |
| Qwen2.5 32B Instruct | 32.8B | Q6_K | 28 GB | 28 | Excellent fit | Yes |
| Mixtral 8x7B Instruct | 46.7B | Q5_K_M | 33 GB | 81 | Good fit | Yes |
| DeepSeek-R1-Distill-Qwen-32B | 32.8B | Q6_K | 28 GB | 28 | Excellent fit | Yes |
| Gemma 3 27B Instruct | 27.4B | Q4_K_M | 21 GB | 45 | Excellent fit | Yes |
| Mistral Small 24B Instruct | 23.6B | Q8_0 | 26 GB | 30 | Excellent fit | Yes |
| Phi-4 14B | 14.7B | F16 | 30 GB | 25 | Good fit | Yes |
| Llama 3.3 70B Instruct | 70.6B | Q4_K_M | 44 GB | 17 | Tight fit | Yes |
| Qwen3 30B-A3B | 30.5B | Q8_0 | 32 GB | 212 | Good fit | Yes |
| Qwen2.5 14B Instruct | 14.8B | F16 | 30 GB | 25 | Good fit | Yes |
| Mistral Nemo 12B Instruct | 12.2B | F16 | 25 GB | 30 | Excellent fit | Yes |
| Qwen2.5 Coder 7B Instruct | 7.6B | F16 | 15 GB | 49 | Excellent fit | Yes |
| StarCoder2 15B | 16B | F16 | 31 GB | 23 | Good fit | Yes |
| Qwen3 14B | 14.8B | F16 | 30 GB | 25 | Good fit | Yes |
| DeepSeek-R1-Distill-Qwen-14B | 14.8B | F16 | 30 GB | 25 | Good fit | Yes |
| Gemma 3 12B Instruct | 12.2B | F16 | 26 GB | 30 | Excellent fit | Yes |
| Gemma 2 9B Instruct | 9.2B | F16 | 20 GB | 40 | Excellent fit | Yes |
| Qwen2.5 7B Instruct | 7.6B | F16 | 15 GB | 49 | Excellent fit | Yes |
Fine-tunable here
Models you can train on this machine
Qwen2.5 Coder 32B Instruct
QLORA · 22 GB peak
Qwen2.5 32B Instruct
QLORA · 22 GB peak
Mixtral 8x7B Instruct
QLORA · 28 GB peak
DeepSeek-R1-Distill-Qwen-32B
QLORA · 22 GB peak
Gemma 3 27B Instruct
QLORA · 19 GB peak
Mistral Small 24B Instruct
QLORA · 17 GB peak
Phi-4 14B
QLORA · 12 GB peak
Llama 3.3 70B Instruct
QLORA · 44 GB peak