🔌
New: connect Claude & other AIs to GenAIList over MCP — research the catalog and contribute to the shared knowledge base. Learn how →
// RUN — FITS
Can the NVIDIA H100 PCIe 80GB run T5Gemma (Gemma 9B-9B)?
Yes — here's how fast and up to what context, with real measured numbers.
T5Gemma (Gemma 9B-9B) on the NVIDIA H100 PCIe 80GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 148k | 43.7-52.1 t/s | ~0.9-1 (slow) |
| Q8 | yes | 211k | 87.4-104.2 t/s | ~1.7-2.1 (slow) |
| Q4 | yes | 239k | 156.1-186.1 t/s | ~3.1-3.7 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to system RAM offload (depends on your system RAM) and speed drops to the "beyond" figure.
FAQ
Can the NVIDIA H100 PCIe 80GB run T5Gemma (Gemma 9B-9B)?▶
Yes. At Q4 it generates ~156.1-186.1 tok/s and fits up to 239k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.1-3.7 tok/s.
How much context fits?▶
At Q4, up to about 239k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.