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Models / gemma-4 / gemma-4 26B
Text generation · served with vLLM · ↓ 122.6K downloads a month · View on Hugging Face
farbodtavakkoli/OTel-2.0-Decision-26B-A4B-4bit needs about 23.6 GB of GPU memory for conversations of up to 8,192 tokens. It runs on one RTX 3090 from $0.23/h right now; best value: RTX 5090 at $0.78/h.
The same model packaged differently: a quantized version needs less GPU memory and runs on a cheaper machine.
| Version | Runtime | Weights | GPU memory | Cheapest machine now |
|---|---|---|---|---|
| Originalgoogle/gemma-4-26B-A4B | vLLM | 52 GB | 61.8 GB | $0.71/h 8x RTX 3060 |
| itgoogle/gemma-4-26B-A4B-it | vLLM | 52 GB | 61.8 GB | $0.71/h 8x RTX 3060 |
| it FP8 dynamic (RedHatAI)RedHatAI/gemma-4-26B-A4B-it-FP8-dynamic | vLLM | 29 GB | 36.3 GB | $0.36/h 4x RTX 3060 |
| NVFP4 (nvidia)nvidia/Gemma-4-26B-A4B-NVFP4 | vLLM | 19 GB | 25.3 GB | $0.36/h 4x RTX 3060 |
| it AWQ 4bit (cyankiwi)cyankiwi/gemma-4-26B-A4B-it-AWQ-4bit | vLLM | 17 GB | 23.6 GB | $0.22/h RTX 3090 |
| it NVFP4 (RedHatAI)RedHatAI/gemma-4-26B-A4B-it-NVFP4 | vLLM | 16 GB | 22.7 GB | $0.22/h RTX 3090 |
$0.78/h from your balance while it runs, billed by the hour; stop it from its page. GridPup rents the machine, which downloads the model from Hugging Face (usually ready in 10 to 15 minutes), and gives you an https address, keys and a Playground.
| OTel 2.0 Decision 26B A4B 4bit (farbodtavakkoli)farbodtavakkoli/OTel-2.0-Decision-26B-A4B-4bit | vLLM | 17 GB | 23.6 GB | $0.22/h RTX 3090 |
| it NVFP4 (unsloth)unsloth/gemma-4-26B-A4B-it-NVFP4 | vLLM | 17 GB | 23.2 GB | $0.22/h RTX 3090 |
| it NVFP4 (bg-digitalservices)bg-digitalservices/Gemma-4-26B-A4B-it-NVFP4 | vLLM | 16 GB | 22.7 GB | $0.22/h RTX 3090 |
| it fp8 (LargitData)LargitData/gemma-4-26b-a4b-it-fp8 | vLLM | 27 GB | 34.6 GB | $0.36/h 4x RTX 3060 |
| it NVFP4 (cklaus)cklaus/gemma-4-26B-A4B-it-NVFP4 | vLLM | 18 GB | 24.5 GB | $0.36/h 4x RTX 3060 |
| it gpuep 1.0 gpu 128 (amd)amd/Gemma-4-26B-A4B-it_gpuep_1.0_gpu_128 | ONNX Runtime GenAI | 17 GB | 22.6 GB | $0.16/h Nvidia V100 |
Prices are per hour for the whole machine and its disk, right now. Speed is Vast's DLPerf score of the machine, relative to the cheapest. Best value: the most speed per dollar. Only machines with a Vast reliability above 95% that download at 400 Mbit/s or more are offered: the machine fetches the model itself.