What is Flash Attention? Definition | AI Understanding

Maanaam

Algorithme biy wàññi jëfandikoo mémoire bi ba noppi gaawal tàggat transformateur bi ak inference bi.

Term yu ci méngoo

Màngasin Features

Sistem buñ yor ngir denc ak joxe man-mani ML yuñ baaxal ci anam wu méngoo ngir tàggat ak jël doggal.

Tasaaro ci ginaaw

Algorithm bi gëna am solo biy yeesal diisaayu model bi ci tasaare njuumti yiñ wax luy waaja am ci reso bi.

Model Kantifikaasioŋ

Wàññi njubteg lim ci diisaayu model ngir wàññi njëgu mémoire ak inference.

Architecture neuronal buy jëfandikoo bàyyi xel ngir modele diggante yi ci toppalante yi ci paralel.

Perte de formation

Valër njuumte model bi ñu xayma ci diiru tàggat yaram ba noppi ñu gëna wàcci ko ci diir bi.

Benn mekanismu transformatër buy def ay liggéey yu bari ci paralel ngir jàpp xeeti diggante yu bari.

Nekk leen ci sunuy tegtal yu amul fayda

Attention Rollout and Head Pruning Sequence Parallelism and Ring Attention Multi-Head Latent Attention RWKV Linear Attention

Xoolal itam

QLoRA DPO (Direct Preference Optimization)Positional Encoding Tree of Thoughts RoPE (Rotary Positional Embeddings)ReAct ALiBi Agentic Loop

Xoolal Glossaire IA bi yépp Saytu bépp tegtal IA bu amul fayda