Kediska Mamba iyo Goobo Dawladeed oo Xul ah

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

1. Waa maxay faa'iidada xisaabinta ugu weyn ee Mamba marka loo eego Transformer-ka caadiga ah?
   • Waxa ay si toos ah u miisaamaysaa dhererka isku xigxiga halkii ay ka ahaan lahayd afar gees
   • Uma baahna xog tababar
   • Waxay kaliya ku shaqeysaa sawirada
   • Waxay meesha ka saartaa baahida loo qabo xaalad kasta oo qarsoon
2. Waa maxay macnaha erayga 'door' uga jeedaa Mamba?
   • Waxay doorataa GPU-da uu ku shaqaynayo
   • Xuduudaheeda SSM waxay ku xidhan yihiin calaamada wax galinta, si ay u dooran karto waxa la xasuusan karo ama la iloobo
   • Waxay doorataa magacyo iyo ficillo keliya
   • Waxay soo xushaa qayb hoose oo random ah oo calaamado ah in la iska indho tiro
3. Sidee buu mooda meel gobolku u taagan yahay taariikhda isku xigxiga?
   • Adigoo si cad u kaydinaya calaamad kasta oo hore
   • Adigoo sawiraya khariidad fiiro gaar ah oo ku saabsan dhammaan lammaanaha
   • Adigoo taariikhda ku cadaadinaya cabbir go'an oo qarsoodi ah oo la cusbooneysiiyay tallaabo tallaabo
   • Wax taariikh ah ma hayso
4. Waa maxay sababta Mamba u isticmaali la'dahay gaabiyaha convolution-ka ee ay SSM-yadii hore isticmaali jireen?
   • Sababta oo ah iskudhacyadu waa sharci-darro GPU-yada
   • Sababtoo ah ma laha xuduudo
   • Sababtoo ah waxay u socodsiisaa calaamadaha si aan kala sooc lahayn
   • Sababtoo ah samaynta cabbirada ku-tiirsanaanta waxay jebisaa is-rog-rogyada-waqtiga-wareegga waxay u baahan yihiin
5. Farsamo noocee ah ayay Mamba isticmaashaa si ay u degdegto inkasta oo ay lumisay marin-gaabiyaha isku-dhafka?
   • Sawir isbarbar-bar-bar-bar-bar-kici ah oo qalab-yaqaan ah ayaa lagu hayaa xusuusta GPU-da degdegga ah
   • Ku shaqeeya gebi ahaanba CPU-ga
   • Kaydinta dhammaan lammaanaha calaamada
   • Ka boodista inta badan taxanaha
6. Yaa soo bandhigay Mamba iyo qiyaas ahaan goorma?
   • OpenAI sanadka 2018
   • Albert Gu iyo Tri Dao dabayaaqadii 2023
   • Google sanadka 2015
   • Qofna, waa mala awaal
7. Which Mamba state-space parameters are made functions of the current input?
   • Only the fixed transition matrix A
   • The output vocabulary and tokenizer
   • B, C, and the step size delta
   • The attention query and key heads
8. What do the variable B, C, and delta parameters let Mamba do?
   • Build a growing key-value cache for every token
   • Route each token to an expert network only
   • Replace the state update with full all-pairs attention
   • Choose how much information to let into the state and how much to retain based on the input