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Vision + text · served with vLLM · ↓ 7.8M downloads a month · View on Hugging Face
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 |
|---|---|---|---|---|
| OriginalQwen/Qwen3.5-9B-Base | vLLM | 19 GB | 24.9 GB | $0.34/h 2x RTX 5060 Ti |
| InstructQwen/Qwen3.5-9B | vLLM | 19 GB | 24.9 GB | $0.34/h 2x RTX 5060 Ti |
| NVFP4 (AxionML)AxionML/Qwen3.5-9B-NVFP4 | vLLM | 9.4 GB | 13.8 GB | $0.14/h RTX A4000 |
| AWQ (QuantTrio)QuantTrio/Qwen3.5-9B-AWQ | vLLM | 12 GB | 17.2 GB | $0.18/h 2x RTX 3060 |
| AWQ 4bit (cyankiwi)cyankiwi/Qwen3.5-9B-AWQ-4bit | vLLM | 9.1 GB | 13.5 GB | $0.14/h RTX A4000 |
| quantized.w8a8 (RedHatAI)RedHatAI/Qwen3.5-9B-quantized.w8a8 | vLLM | 14 GB | 19 GB | $0.18/h 2x RTX 3060 |
| FP8 dynamic (RedHatAI)RedHatAI/Qwen3.5-9B-FP8-dynamic | vLLM | 14 GB | 19 GB | $0.18/h 2x RTX 3060 |
| MXFP8 FP8KV FP8Attn CT AutoRound (INCModel3)INCModel3/Qwen3.5-9B-MXFP8-FP8KV-FP8Attn-CT-AutoRound | vLLM | 13 GB | 17.4 GB | $0.18/h 2x RTX 3060 |
$0.68/h from your balance while it runs, billed by the hour; stop it from its page. GridPup rents the machine with vLLM, which downloads the model from Hugging Face (usually ready in 10 to 15 minutes), and gives you an https address, keys and a Playground.
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.