Intshayelelo

Iimodeli ezincinci ze-Scals ezincinci ze-Deedseek-R1 zihle kakhulu zisebenzisa i-chain-ye-chain ye-chain eveliswe ngu-Deedek-R1, iphawulwe nge...I-tag, ilifa lesakhono senkqubo ye-R1. Ezi ndlela zintle zedatha zilungile zibandakanya iinkqubo zokuqiqa ezifana nokubopha kwengxaki kunye nokuncitshiswa okuphakathi. Ukufundela ukuqiniswa kokufundwa kuhambelana neepateni zokuziphatha zemodeli kunye namanyathelo okuqiqa olwenziwe nge-R1. Le ndlela yokuphatha ivumela iimodeli ezincinci ukugcina ukusebenza kakuhle ngelixa ukufumana ubuchule bokuqiqa okukufutshane kufutshane nezo mpawu zibalulekileyo, ezinexabiso lesicelo kwizixhobo ezixineneyo. Umzekelo, inguqulelo ye-14b iphulukene ne-92% yokugqitywa kweKhowudi ye-Realseek-R1 imodeli. Eli nqaku lazisa uMzekelo Onzulu- I-R1 Imodeli kunye nezicelo zayo ezingundoqo kwikhompyutha yommiselo, ishwankathelwe kwezi ndlela zilandelayo, kunye namatyala okumiselwa ngokuthe ngqo:

I-DC3C637C5beAd8b62b61b6d83b4b83b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4b4

Ulondolozo oluqinileyo lwezixhobo

Ukuphunyezwa kobugcisa

I-Sensor Fusion:

Dibanisa inkqubela, ubushushu, kunye nedatha yangoku kwii-PLCs nge-protocol ye-Modbus (i-SAMPINGE REAT 1 khz).

Ukukhutshwa kwezinto:

Rhoqo impembelelo yomphetho kwiJetson Orn Ukukhupha amanqaku angama-128-rimitha.

Imodeli yokuthobela:

Dumba i-Deedseek-R1-Divichel-14b imodeli, igalelo lezinto ze-veritha ukuvelisa ixabiso elinokwenzeka lokuphosa.

Uhlengahlengiso olunamandla:

Ii-odolo zomsebenzi oQhephelayo xa ukuzithemba> Iipesenti ezingama-85, kwaye uqalise inkqubo yokuqinisekiswa kwesibini xa i-60%.

Ityala elifanelekileyo

I-schneider yombane idlulisele esi sisombululo koomatshini wokudlala, ukunciphisa amaxabiso afanelekileyo angama-63% kunye nolondolozo ngama-41%.

Ukubaleka imodeli ye-Deedseek R1 Imodeli yokuphefumla kwikhompyuter

Uvavanyo olubonakalayo oluPhuculweyo

Uyilo lwemveliso

I-piholip ye-pherloyment ye-phepe:

Ikhamera = gige_viund_camera (500FPS) # Ikhamera ye-Gigabit yeShishini
Isakhelo = Ikhamera.captire () #.
I-PROPRED = i-OpenCv.denoise (isakhelo) # icingisisa
Isiphene_type = I-Deecfeek_r1_7b.infer (i-Proced
Ukuba unesiphene_type! = 'Kuqhelekile':
Plc.trigger_

I-Metics yeNtsebenzo

Ukulibaziseka kwemali:

I-82 NS (Jetson Agx Orn)

Ukuchaneka:

Inaliti yokufumanisa isiphene sexesha eliphantsi kwe-98.7%.

Iimpembelelo ze-Deveseek R1: Abaphumeleleyo kunye nabaphumeleleyo kwi-AI yexabiso le-AI

Inkqubo yokuhambahamba kwenkqubo

Iitekhnoloji eziphambili

Unxibelelwano lwendalo:

Abanini zithuthi bachaza izixhobo ezinama-Anemalies ngelizwi (umzekelo, "uxinzelelo lwangaphandle ± ± 0.3 MPA").

Ukuqiqa okubandayo:

Imodeli ivelisa iingcebiso zokuphucula ulwazi olusekwe kwidatha yembali (umz.

Ukuqinisekiswa kwamawele ngedijithali:

Ukuqinisekiswa kwe-paramitha ye-parameter kwiqonga le-Eddex.

Ukuphunyezwa kwemiphumo

Isityalo sekhemikhali sase-Basf samkelwe eli skimu, sifikelele ukuncitshiswa kwe-17% kuphumelo lwamandla kunye nokunyuka kwe-9% kumgangatho womgangatho wemveliso.

Edge Ai kunye nekamva leShishini: I-Openai O1 vs. I-Deecfeek R1 yeMpilo, iZithuthi, kunye neIeot

Ukubuyiswa kwangoko kwesiseko solwazi

Uyilo loyilo

Idatha yendawo yendawo:

Sebenzisa i-chromadb ukugcina incwadana yezixhobo kunye neenkqubo zenkqubo (ubukhulu bemisebenzi 768).

I-hybrid returiction:

Hlanganisa i-BM25 Algorithm + i-cosine efanayo yombuzo.

Iziphumo ezinokubangela:

Imodeli ye-R1-7b ishwankathela kwaye ihlaziye iziphumo zokubuyisa.

Imeko yesiqhelo

Iinjineli ze-Nokia zisonjululwe ukusilela kwe-inverter ngemibuzo yolwimi lwendalo, ukunciphisa ixesha lokulungisa eliphakathi nge-58%.

Imiceli mngeni yokuhambisa kunye nezisombululo

Ukusilela kwememori:

I-KV yeTekhnoloji ye-KV ye-KV, ukunciphisa ukutshintsha kwememori yemodeli ye-14b ukusuka kwi-32GB ukuya kwi-9GB ukuya kwi-9GB.

Ukuqinisekisa ukusebenza kwexesha lokwenyani:

I-Latency yoThengisisa i-± i-7 ye-15 ms nge-ICUDI ye-cuda ye-cuda ye-cuda.

Imodeli Drift:

Uhlaziyo lweveki lweveki (ukuhambisa kuphela iipesenti ezi-2 kuphela zeparamitha).

Iindawo ezixineneyo:

Yenzelwe ubushushu obubanzi bamaqondo obushushu owe-40 ° C ukuya kwi-85 ° C kunye nenqanaba lokhuseleko lwe-IP67.

Ukuqukumbela

Iindleko zokuhambisa ezikhoyo ngoku zinciphile kwi-59 yeedola / node (iJetson Orn), kunye nezicelo ezinesikhafu kwicandelo lemveliso ye-3C, kunye neChemistry. Ulungelelwaniso oluqhubekayo lwe-Moe yoYilo kunye neTekhnoloji yokuBambisa kulindeleke ukuba imodeli ye-70b ukuba iqhube kwizixhobo zomda ekupheleni kuka-2025.

Fumana isisombululo se-ElV

Iintambo zolawulo

Nge-BMS, ibhasi, intambo yesahlulo.

Cofa apha

Inkqubo yokugcina i-cabling

Inethiwekhi & Idatha, intambo ye-fiber-optic, patch codrord, iimodyuli