Command R 35B needs ~27.9 GB VRAM. Radeon Pro W6800 32GB has 32.0 GB. With Q4_K_M quantization, expect ~13 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
14.6 tok/s
TTFT
13256 ms
Safe context
43K
Memory
27.9 GB / 32.0 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 | Tight fit | 14.6 tok/s | 7231 ms | 43K |
| Coding | A | Tight fit | 13.4 tok/s | 14416 ms | 43K |
| Agentic Coding | A | Tight fit | 14.6 tok/s | 19282 ms | 43K |
| Reasoning | A | Tight fit | 14.6 tok/s | 15666 ms | 43K |
| RAG | A | Tight fit | 14.6 tok/s | 24102 ms | 43K |
How Command R 35B (35B params) fits at each quantization level on Radeon Pro W6800 32GB (32.0 GB usable).
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 13.7 GB | Low | A75 |
Q3_K_S | 3 | 17.2 GB | Low | A76 |
NVFP4 | 4 |
Copy-paste commands to run Command R 35B on your machine.
Run
ollama run command-rYour hardware
| Model | Params | Grade | Decode | Capabilities |
|---|---|---|---|---|
| 48B | B | 6.3 tok/s |
Yes, Radeon Pro W6800 32GB can run Command R 35B with a A grade (Tight fit). Expected decode speed: 13.4 tok/s.
Command R 35B (35B parameters) requires approximately 27.9 GB of memory with Q4_K_M quantization.
The recommended quantization for Command R 35B is Q4_K_M, which balances quality and memory efficiency.
On Radeon Pro W6800 32GB, Command R 35B achieves approximately 13.4 tokens per second decode speed with a time-to-first-token of 14416ms using Q4_K_M quantization.
For coding workloads, Command R 35B on Radeon Pro W6800 32GB receives a A grade with 13.4 tok/s and 43K context.
On Radeon Pro W6800 32GB, Command R 35B can safely use up to 43K 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/command-r-35b-on-radeon-pro-w6800-32gb" width="400" height="180" frameborder="0" style="border:none;border-radius:12px;overflow:hidden;" title="Will It Run AI — fit result"></iframe>
Preview:
19.6 GB |
| Medium |
| A75 |
Q4_K_M | 4 | 21.3 GB | Medium | A75 |
Q5_K_MBest for your GPU | 5 | 25.2 GB | High | A75 |
Q6_K | 6 | 28.7 GB | High | F0 |
Q8_0 | 8 | 37.5 GB | Very High | F0 |
F16 | 16 | 71.8 GB | Maximum | F0 |