Hayi GPU na NVIDIA RTX 3090 mai 24 GB VRAM
Yi hayar sabobin GPU na gajimare na RTX 3090 a kowace sa'a a Cloudj: 24 GB VRAM, NVIDIA Ampere da kimanin 35.4 TFLOPS FP32 tare da 805 GB/s na memory bandwidth. Har yanzu katin 24 GB ne da magina AI suka fi so: Flux da SDXL, 8B LLMs a 16-bit, samfuran rukunin 30B a 4-bit da QLoRA fine-tuning, a iyakar ƙarfin 350 W. Zaɓi tsarin ComfyUI, vLLM ko Unsloth kuma ka haɗa ta SSH.
Bayanan fasaha na RTX 3090
VRAM a kowace GPU
24 GB
Ginin fasaha
NVIDIA Ampere
Ikon lissafi (Compute capability)
8.6
Lissafin FP32
≈ 35.4 TFLOPS
Gudun ƙwaƙwalwa (Bandwidth)
≈ 805 GB/s
Ƙayyadaddun wutar lantarki
350 W
Ƙimomin da mai samar da kayan aiki ya bayar don na'urorin da aka jera a yanzu; ainihin aikin ya bambanta dangane da na'ura.
Tsare-tsare da farashin RTX 3090 na yanzu
Kayan da ke akwai da farashin kai tsaye, ana sabunta su akai-akai. Ana tabbatar da farashin ƙarshe kafin ka yi oda.
Yi haya yanzuAbubuwan da za ka iya gudanarwa a kan cloud GPU na RTX 3090
Flux da SDXL a cikin ComfyUI
24 GB na sarrafa Flux a FP8 ko kusan cikakken precision da kuma SDXL tare da LoRAs da ControlNets masu yawa.
Samfuran LLMs na rukunin 30B a 4-bit
Daidaita samfurin quantized 30B–34B a cikin Ollama ko vLLM, ko samfurin 8B a 16-bit.
Fine-tuning na QLoRA
Yi fine-tuning na samfuran harshe na 7B–14B tare da Unsloth a BF16 a kan kati guda ɗaya.
Gwajin ƙirƙirar bidiyo
Gwada samfuran bidiyo a ComfyUI waɗanda ke buƙatar 24 GB don loda su sam-sam.
Shin RTX 3090 ita ce GPU da ta dace da aikinku?
RTX 3090 ya dace da masu haɓaka manhaja da masu bincike waɗanda ke buƙatar 24 GB na VRAM don ayyuka masu buƙatar ƙwaƙwalwa sosai a kan katin Ampere na kasuwar masu amfani. Zaɓi ƙaramin GPU don sauƙaƙan inference da ke buƙatar ƙarancin ƙwaƙwalwa, ko kuma haura zuwa workstation ko GPU na datacenter idan samfuranku sun wuce 24 GB na VRAM ko suna buƙatar sabbin fasalolin architecture.
RTX 3090 idan aka kwatanta da sauran cloud GPU
| GPU | VRAM a kowace GPU | Lissafin FP32 | Ƙayyadaddun wutar lantarki | |
|---|---|---|---|---|
| NVIDIA RTX 3090 | 24 GB | ≈ 35.4 TFLOPS | 350 W | |
| NVIDIA RTX 4090 | 24 GB | ≈ 81.4 TFLOPS | 450 W | Cikakken bayani → |
| NVIDIA RTX 3080 Ti | 12 GB | ≈ 35.1 TFLOPS | 350 W | Cikakken bayani → |
| NVIDIA GTX 1080 Ti | 11 GB | ≈ 11 TFLOPS | 250 W | Cikakken bayani → |
| NVIDIA GTX 1080 | 8 GB | ≈ 7.8 TFLOPS | 130 W | Cikakken bayani → |
Cloud GPU na RTX 3090: tambayoyin da aka fi yi
Yi hayar cloud GPU na RTX 3090 a kowace sa'a
Zaɓi samfuri, zaɓi tsari na kai tsaye, sannan ka haɗa ta SSH ko terminal na browser. Caji na tsayawa da zarar ka goge GPU ɗin.