Granite Code 34B needs ~44.4 GB VRAM. H100 NVL 188GB has 188.0 GB. With Q4_K_M quantization, expect ~330 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
Runs well
Decode
330.0 tok/s
TTFT
587 ms
Safe context
8K
Memory
44.4 GB / 188.0 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 | 330.0 tok/s | 350 ms | 8K |
| Coding | A | Runs well | 330.0 tok/s | 587 ms | 8K |
| Agentic Coding | A | Runs well | 330.0 tok/s | 853 ms | 8K |
| Reasoning | A | Runs well | 330.0 tok/s | 693 ms | 8K |
| RAG | A | Runs well | 330.0 tok/s | 1067 ms | 8K |
How Granite Code 34B (34B params) fits at each quantization level on H100 NVL 188GB (188.0 GB usable).
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 13.3 GB | Low | B64 |
Q3_K_S | 3 | 16.7 GB | Low | B64 |
NVFP4 | 4 |
Copy-paste commands to run Granite Code 34B on your machine.
Run
ollama run granite-code:34bYour hardware
| Model | Params | Grade | Decode | Capabilities |
|---|---|---|---|---|
| 123B | S | 91.6 tok/s | ||
| 122B | S |
Yes, H100 NVL 188GB can run Granite Code 34B with a A grade (Runs well). Expected decode speed: 330.0 tok/s.
Granite Code 34B (34B parameters) requires approximately 44.4 GB of memory with Q4_K_M quantization.
The recommended quantization for Granite Code 34B is Q4_K_M, which balances quality and memory efficiency.
On H100 NVL 188GB, Granite Code 34B achieves approximately 330.0 tokens per second decode speed with a time-to-first-token of 587ms using Q4_K_M quantization.
For coding workloads, Granite Code 34B on H100 NVL 188GB receives a A grade with 330.0 tok/s and 8K context.
On H100 NVL 188GB, Granite Code 34B can safely use up to 8K tokens of context. The model's official context limit is 8K, 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/granite-code-34b-on-h100-nvl-188gb" width="400" height="180" frameborder="0" style="border:none;border-radius:12px;overflow:hidden;" title="Will It Run AI — fit result"></iframe>
Preview:
19.0 GB |
| Medium |
| B64 |
Q4_K_M | 4 | 20.7 GB | Medium | B65 |
Q5_K_M | 5 | 24.5 GB | High | B65 |
Q6_K | 6 | 27.9 GB | High | B65 |
Q8_0 | 8 | 36.4 GB | Very High | B66 |
F16Best for your GPU | 16 | 69.7 GB | Maximum | A70 |
| 254 tok/s |
| 284B | S | 136.1 tok/s |
| 35B | S | 802.9 tok/s |
| 35B | S | 873.2 tok/s |