DeepSeek R1 Distill 70B needs ~54.9 GB VRAM. AMD Instinct MI210 64GB has 64.0 GB. With Q4_K_M quantization, expect ~26 tok/s.
Operating mode
Interactive favors responsiveness, while light API and scale-out lean harder on serving readiness. The fit stays the same, but the recommendation lens changes.
Current mode
Balanced
Balanced for general local use. Keeps the ranking neutral across personal and serving workflows.
Select quantization to explore
Fit status
Tight fit
Decode
28.4 tok/s
TTFT
6825 ms
Safe context
46K
Memory
54.9 GB / 64.0 GB
This setup is broadly balanced for this model.
No major red flags
This recommendation has enough memory headroom and acceptable estimated speed for the selected workload.
| Workload | Grade | Fit | Decode | TTFT | Context |
|---|---|---|---|---|---|
| Chat | A | Runs well | 28.4 tok/s | 3723 ms | 46K |
| Coding | A | Tight fit | 26.1 tok/s | 7422 ms | 46K |
| Agentic Coding | A | Tight fit | 28.4 tok/s | 9927 ms | 46K |
| Reasoning | A | Tight fit | 28.4 tok/s | 8066 ms | 46K |
| RAG | A | Tight fit | 28.4 tok/s | 12408 ms | 46K |
How DeepSeek R1 Distill 70B (70B params) fits at each quantization level on AMD Instinct MI210 64GB (64.0 GB usable).
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 27.3 GB | Low | A72 |
Q3_K_S | 3 | 34.3 GB | Low | A74 |
NVFP4 | 4 |
Copy-paste commands to run DeepSeek R1 Distill 70B on your machine.
Run
ollama run deepseek-r1:70bYour hardware
| Model | Params | Grade | Decode | Capabilities |
|---|---|---|---|---|
| 72B | S | 27.6 tok/s | ||
| 80B | S | 75.2 tok/s |
Yes, AMD Instinct MI210 64GB can run DeepSeek R1 Distill 70B with a A grade (Tight fit). Expected decode speed: 26.1 tok/s.
DeepSeek R1 Distill 70B (70B parameters) requires approximately 54.9 GB of memory with Q4_K_M quantization.
The recommended quantization for DeepSeek R1 Distill 70B is Q4_K_M, which balances quality and memory efficiency.
On AMD Instinct MI210 64GB, DeepSeek R1 Distill 70B achieves approximately 26.1 tokens per second decode speed with a time-to-first-token of 7422ms using Q4_K_M quantization.
For coding workloads, DeepSeek R1 Distill 70B on AMD Instinct MI210 64GB receives a A grade with 26.1 tok/s and 46K context.
On AMD Instinct MI210 64GB, DeepSeek R1 Distill 70B can safely use up to 46K tokens of context. The model's official context limit is 131K, but available memory constrains the safe maximum.
Paste this snippet into any page to show a live fit card.
<iframe src="https://willitrunai.com/embed/deepseek-r1-70b-on-instinct-mi210-64gb" width="400" height="180" frameborder="0" style="border:none;border-radius:12px;overflow:hidden;" title="Will It Run AI — fit result"></iframe>
Preview:
39.2 GB |
| Medium |
| A74 |
Q4_K_M | 4 | 42.7 GB | Medium | A74 |
Q5_K_MBest for your GPU | 5 | 50.4 GB | High | A74 |
Q6_K | 6 | 57.4 GB | High | F0 |
Q8_0 | 8 | 74.9 GB | Very High | F0 |
F16 | 16 | 143.5 GB | Maximum | F0 |
| 72B | A | 27.6 tok/s |
| 109B | B | 21.8 tok/s |