What is Flash Attention? Definition | AI Understanding

Ma'anarsa

Ingantacciyar kulawar algorithm wanda ke rage amfani da ƙwaƙwalwar ajiya kuma yana haɓaka horon canji da ƙima.

Sharuɗɗa masu alaƙa

Tsarin sarrafawa don adanawa da ba da ingantattun fasalulluka na ML akai-akai don horarwa da fa'ida.

Babban algorithm horo wanda ke sabunta ma'aunin ƙira ta hanyar yada kurakuran tsinkaya baya ta hanyar hanyar sadarwa.

Ƙididdigar Samfura

Rage daidaitattun lambobi na ma'aunin ƙira don rage ƙwaƙwalwar ajiya da ƙimar ƙima.

Gine-ginen jijiyoyi wanda ke amfani da hankali ga ƙirar alaƙa tsakanin jeri a layi daya.

Ƙimar kuskuren ƙirar ƙirƙira yayin horo kuma an inganta shi ƙasa akan lokaci.

Multi-Head Hankali

Na'ura mai canzawa wacce ke gudanar da ayyukan kulawa da yawa a layi daya don kama nau'ikan alaƙa daban-daban.

Ƙara koyo a cikin jagororinmu na kyauta

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

Duba kuma

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

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