Ese L4 ifite umuvuduko uhagije ku biganiro bya LLM chat?

Kuri za moderi za 7B–14B, yego. Bandwidth yayo y'ububiko ya 221 GB/s igabanya ingano ya za token ku isegonda ubigereranyije na RTX 4090 cyangwa A100, bityo ibereye abayikoresha ari bake icyarimwe n'imirimo yo muri batch kurusha gutanga serivisi ifite urujya n'uruza rwinshi.

L4 na RTX 4090: nakodesha iyihe?

RTX 4090 iza ifite 24 GB, 81.4 TFLOPS na 879 GB/s, bityo ifite umuvuduko mwinshi cyane. L4 yo ni amahitamo agenewe datacenter akoresha umuriro mucye (72 W) ifite 22 GB, ikaba nziza igihe ibikenewe ku muvuduko w'akazi biri mu rugero.

Ese L4 ishobora gukoresha Stable Diffusion na Flux?

Yego. SD 1.5 na SDXL zikora neza, kandi Flux ikora mu buryo bwa FP8 cyangwa quantized GGUF. Witege amashusho atinda gato ugereranyije no ku makarita yo hejuru ya Ada, kubera ko FP32 ingana na hafi 24.2 TFLOPS.

Ni gute Cloudj yishyuza seriveri ya L4?

Ku isaha igihe igikora ibikuwe ku mafaranga ari kuri konti yawe, cyangwa ku kwezi no ku gihe kirekire hamwe n'igabanuka ryose ryerekanwa mbere yo kwishyura. Seriveri yishyuza ku isaha yahagaritswe yishyurirwa gusa disiki yayo.

GPU Cloud · NVIDIA · Ada Lovelace

Kodesha GPU ya NVIDIA L4 ifite 22 GB VRAM

Kodesha seriveri za GPU cloud zo mu bwoko bwa L4 ku isaha kuri Cloudj: 22 GB VRAM, ubwubatsi bwa Ada Lovelace na hafi 24.2 TFLOPS FP32 ku mbaraga z'amashanyarazi zingana na 72 W gusa. Bikwiriye abadeveloperi bakora inference inoze, guhindura amajwi mu nyandiko, embeddings na za gahunda zo gutunganya amashusho bifuza ububiko buruta ubw'ikarita ya 8–16 GB batabanje kwishyura ikarita ihenze cyane. Tangirira ku cyitegererezo cya PyTorch, vLLM cyangwa Ollama maze wihuze ukoresheje SSH.

Kodesha L4 GPU zose

Ibiranga L4

VRAM kuri buri GPU

22 GB

Ubwubatsi

NVIDIA Ada Lovelace

Ubushobozi bwo kubara

8.9

Imibare ya FP32

≈ 24.2 TFLOPS

Umuvuduko w'ububiko (Bandwidth)

≈ 221 GB/s

Ingufu ntarengwa

72 W

Imibare yatanzwe n'uwatanze seriveri ku mashini ziriho ubu; imikorere nyakuri iratandukana bitewe na mashini.

Imiterere n'ibiciro bya L4 bihari ako kanya

Ibihari n'ibiciro bihora bivugururwa. Igiciro cya nyuma cyemezwa mbere yo gutumiza.

Kodesha ubu

Ibyo ushobora gukorera kuri L4 cloud GPU

Za LLM zo ku kigero cya 7B–8B muri 16-bit

22 GB ibika neza moderi ya 8B muri 16-bit cyangwa moderi ya 13B–14B ya quantized igenewe za chatbot, ba ejenti n'ama API yo mu nzu.

Guhindura amajwi mu nyandiko na za embeddings

Koresha uburyo bwo guhindura amajwi mu nyandiko bwa Whisper-style, ama-reranker na za moderi za embedding amasaha 24 kuri 24 ku ikarita itwara umuriro mucye.

Gukora amashusho hakoreshejwe SDXL

ComfyUI ifite SDXL na Flux mu buryo bwa FP8 cyangwa GGUF ikwira neza muri 22 GB.

Ama-endpoint ya inference ahora akora ubudasiba

Ingano y'ingufu za 72 W ituma L4 iba ikarita nziza ku ma serivisi mato akeneye guhora akora aho gukora mu buryo bw'akanya gato.

Ese L4 niyo GPU ikwiriye imirimo yawe?

Hitamo L4 niba ukeneye 22 GB za VRAM n'ubushobozi bwo kubara bwa Ada Lovelace compute capability 8.9 ku murimo wa inference cyangwa uwo gutoza moderi uri mu rugero. Hitamo GPU nini yo muri datacenter niba za moderi zawe zirenga 22 GB cyangwa zikeneye bandwidth y'ububiko irenze hafi 221 GB/s, cyangwa uhitemo ikarita nto ku mirimo y'ibanze yo gutunganya porogaramu ikenera ububiko buto.

L4 ugereranyije n'izindi cloud GPU zisa nayo

GPU	VRAM kuri buri GPU	Imibare ya FP32	Ingufu ntarengwa
NVIDIA L4	22 GB	≈ 24.2 TFLOPS	72 W
NVIDIA Tesla P40	24 GB	≈ 9.4 TFLOPS	250 W	Ibisobanuro →
NVIDIA Tesla V100	16 GB	≈ 12.5 TFLOPS	300 W	Ibisobanuro →
NVIDIA A100 PCIE	40 GB	≈ 15.6 TFLOPS	250 W	Ibisobanuro →
NVIDIA A100 SXM4	40 GB	≈ 15.6 TFLOPS	400 W	Ibisobanuro →

L4 cloud GPU: Ibibazo bikunze kubazwa

Kodesha L4 cloud GPU ku isaha

Hitamo template, hitamo imiterere ihari maze wihuze ukoresheje SSH cyangwa terminal ya browser. Kwishyuza bihagarara iyo usibye iyo GPU.

Kodesha L4 GPU zose