Shin GTX 1660 Ti ya dace da horar da AI?

Ga ƙananan samfura kawai. Ba shi da Tensor Cores kuma yana da ƙwaƙwalwar ajiya ta 6 GB kawai, don haka horar da hanyoyin sadarwa na zamani yana da jinkiri tare da ƙarancin ƙwaƙwalwa. RTX 3060 mai 12 GB ya fi zama mafari mai kyau don horarwa.

GTX 1660 Ti vs RTX A2000?

Dukansu suna da 6 GB. RTX A2000 gine-ginen Ampere ne mai kusan 11.2 TFLOPS FP32 da goyon bayan BF16, kusan ninki biyu na 5.3 TFLOPS na GTX 1660 Ti.

Wane irin LLMs ne suka dace da 6 GB?

Samfuran 3B–4B a 4-bit suna aiki cikin kwanciyar hankali; samfuran 7B a 4-bit suna da matsi kuma suna buƙatar gajeren mahallin rubutu (short context). Don samfuran 7B–8B a 8-bit, zaɓi 12 GB ko fiye da haka.

Zan iya dakatar da uwar garken kuma in ci gaba daga baya a Cloudj?

Ee. Uwar garken da aka dakatar wadda ake biya a kowace sa'a tana riƙe da diski ɗinta kuma ana cajin kuɗin wannan diski kaɗai. Ka goge ta lokacin da ba ka ƙara buƙatar bayanan.

GPU Cloud · NVIDIA · Turing

Yi Hayar GPU ta NVIDIA GTX 1660 Ti Mai 6 GB VRAM

Yi hayar sabobin cloud GPU na GTX 1660 Ti a kowace sa'a a Cloudj: 6 GB VRAM, NVIDIA Turing da kusan 5.3 TFLOPS FP32 a ƙarƙashin iyakar ƙarfin wuta na 120 W. Ya dace da ɗalibai da masu haɓaka software masu neman GPU mai sauƙin kuɗi na rukunin Turing don koyon coding, ƙananan samfuran vision da gwaje-gwajen quantized LLM. Zaɓi samfurin template mai sauƙi, ɗauki tsarin aiki nan take kuma ka haɗu ta SSH ko na'urar browser terminal.

Yi hayar GTX 1660 Ti Duk GPUs

Bayanan fasaha na GTX 1660 Ti

VRAM a kowace GPU

6 GB

Ginin fasaha

NVIDIA Turing

Ikon lissafi (Compute capability)

7.5

Lissafin FP32

≈ 5.3 TFLOPS

Gudun ƙwaƙwalwa (Bandwidth)

≈ 234 GB/s

Ƙayyadaddun wutar lantarki

120 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 GTX 1660 Ti 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 yanzu

Abubuwan da za ka iya gudanarwa a kan cloud GPU na GTX 1660 Ti

Gudanar da inference na ƙananan samfura

Gudanar da ƙananan samfuran vision da na rubutu, da samfuran LLM na rukunin 3B a 4-bit, a cikin 6 GB.

Gwajin lambar CUDA

Haɗa (compile) kuma ka gwada kernels na CUDA akan compute capability 7.5 kafin tura su zuwa RTX ko GPUs na datacenter.

Koyo ta hanyar Notebook

Gudanar da darussan ML da littattafan kwas (course notebooks) akan keɓantaccen GPU.

Ayyukan bidiyo da hoto marasa nauyi

Haɓaka saurin canza fasalin hotuna a ƙananan rukuni da gudanar da rubutun aiki da GPU ke ƙarfafawa.

Shin GTX 1660 Ti ita ce GPU da ta dace da aikinku?

Zaɓi GTX 1660 Ti don tantance lambobin shiri (code verification), koyo, da ayyukan inference marasa nauyi waɗanda suka dace da 6 GB na ƙwaƙwalwar ajiya ta masu amfani na yau da kullum. Zaɓi GPU mai ƙarin VRAM da bandwidth mai faɗi don gyaran samfura (fine-tuning), bayar da sabis na manyan samfuran harshe (LLM), ko samar da manyan fayilolin kafofin watsa labarai masu tsabta sosai, ko kuma ka zaɓi ƙaramin GPU idan har aikinka na buƙatar ƙaramin hanzari na zane ko na lissafi kawai.

GTX 1660 Ti idan aka kwatanta da sauran cloud GPU

GPU	VRAM a kowace GPU	Lissafin FP32	Ƙayyadaddun wutar lantarki
NVIDIA GTX 1660 Ti	6 GB	≈ 5.3 TFLOPS	120 W
NVIDIA GTX 1070 Ti	8 GB	≈ 7.4 TFLOPS	180 W	Cikakken bayani →
NVIDIA GTX 1080	8 GB	≈ 7.8 TFLOPS	130 W	Cikakken bayani →
NVIDIA GTX 1080 Ti	11 GB	≈ 11 TFLOPS	250 W	Cikakken bayani →
NVIDIA GTX 1650	4 GB	≈ undefined TFLOPS	W	Cikakken bayani →

Cloud GPU na GTX 1660 Ti: tambayoyin da aka fi yi

Yi hayar cloud GPU na GTX 1660 Ti 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.

Yi hayar GTX 1660 Ti Duk GPUs