Command R+ 104B needs ~49.7 GB VRAM. Radeon PRO W7900 DS 48GB has 48.0 GB. With Q2_K quantization, expect ~8 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
24.6 GB over capacity — needs offload or smaller quantization
Fit status
Too heavy
Decode
2.7 tok/s
TTFT
70492 ms
Safe context
4K
Memory
72.6 GB / 48.0 GB
Offload
30%
This setup is broadly balanced for this model.
Very little memory headroom
You can run the model, but there is not much room left for longer context, bigger batches, extra apps, or future model updates.
Buy headroom, not only minimum fit
A slightly larger memory tier gives you safer context growth and makes the recommendation more future-proof.
| Workload | Grade | Fit | Decode | TTFT | Context |
|---|---|---|---|---|---|
| Chat | F | Too heavy | 2.9 tok/s | 36569 ms | 4K |
| Coding | F | Too heavy | 2.7 tok/s | 70492 ms | 4K |
| Agentic Coding | F | Too heavy | 2.5 tok/s | 112967 ms | 4K |
| Reasoning | F | Too heavy | 2.7 tok/s | 83309 ms | 4K |
| RAG | F | Too heavy | 2.5 tok/s | 141208 ms | 4K |
How Command R+ 104B (104B params) fits at each quantization level on Radeon PRO W7900 DS 48GB (48.0 GB usable).
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 40.6 GB | Low | F0 |
Q3_K_S | 3 | 51.0 GB | Low | F0 |
NVFP4 | 4 | 58.2 GB | Medium | F0 |
Q4_K_M | 4 | 63.4 GB | Medium | F0 |
Q5_K_M | 5 | 74.9 GB | High | F0 |
Q6_K | 6 | 85.3 GB | High | F0 |
Q8_0 | 8 | 111.3 GB | Very High | F0 |
F16 | 16 | 213.2 GB | Maximum | F0 |
Copy-paste commands to run Command R+ 104B on your machine.
Run
ollama run command-r-plusOpciones de mejora
Hace que el modelo quepa en el acelerador en lugar de seguir fuera de alcance.
Elimina el offload a memoria del sistema, que suele ser la mayor mejora individual en latencia y throughput.
~$8,000 MSRP
Hace que el modelo quepa en el acelerador en lugar de seguir fuera de alcance.
Sube la velocidad estimada de decodificación alrededor de un 289%.
~$10,000 MSRP
Hace que el modelo quepa en el acelerador en lugar de seguir fuera de alcance.
Elimina el offload a memoria del sistema, que suele ser la mayor mejora individual en latencia y throughput.
~$12,000 MSRP
Yes, Radeon PRO W7900 DS 48GB can run Command R+ 104B at Q2_K quantization (Runs with offload (needs ~1.4 GB host RAM)). The recommended Q4_K_M requires 72.6 GB which exceeds available memory, but at Q2_K it needs only 49.7 GB. Expected decode speed: 8.1 tok/s.
Command R+ 104B (104B parameters) requires approximately 72.6 GB at Q4_K_M quantization. On Radeon PRO W7900 DS 48GB, it fits at Q2_K using 49.7 GB.
The recommended quantization is Q4_K_M, but on Radeon PRO W7900 DS 48GB the best fitting quantization is Q2_K, which uses 49.7 GB.
On Radeon PRO W7900 DS 48GB, Command R+ 104B achieves approximately 8.1 tokens per second decode speed with a time-to-first-token of 23886ms using Q2_K quantization.
For coding workloads, Command R+ 104B on Radeon PRO W7900 DS 48GB receives a F grade with 2.7 tok/s and 4K context.
On Radeon PRO W7900 DS 48GB, Command R+ 104B can safely use up to 8K tokens of context at Q2_K quantization. The model's official context limit is 131K, but available memory constrains the safe maximum.
Buy headroom, not only minimum fit. A slightly larger memory tier gives you safer context growth and makes the recommendation more future-proof.
Paste this snippet into any page to show a live fit card.
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