What is Sliding Window Attention? Definition | AI Understanding

Incazelo

Iphethini yokunaka lapho ithokheni ngayinye ibheka kuphela iwindi losayizi ongashintshi wamathokheni aseduze ukuze kuncishiswe ukubala.

Imigomo ehlobene

Ukususa imodeli yesisindo engabalulekile noma ama-neurons ukunciphisa usayizi nokubala.

Inkokhelo Esekelwe Ekusetshenzisweni

Intengo lapho izindleko zikala khona ngamakholi we-API, amathokheni, isikhathi sokuqagela, noma ikhompuyutha esetshenzisiwe.

Umthetho Wokukala

Ubudlelwano obunobufakazi obubonisa ukuthi ukusebenza kuthuthukisa kanjani ngosayizi wemodeli, idatha, noma ikhompuyutha.

Imodeli lapho amapharamitha amaningi enguziro noma engasebenzi ukuze kuncishiswe ukubala.

Ukuqopha Okucatshangelwayo

Indlela yokusheshisa okucatshangwayo lapho imodeli encane esalungiswa iphakamisa amathokheni imodeli enkulu ewaqinisekisa ngokuhambisana.

Iwindi Lokuqukethwe

Inani eliphakeme lamathokheni okufakwayo imodeli yolimi engawacubungula ngesikhathi esisodwa.

Funda kabanzi kumhlahlandlela wethu wamahhala

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

Bhekafuthi

ALiBi BPE (Byte Pair Encoding)RoPE (Rotary Positional Embeddings)SentencePiece Positional Encoding ANN (Approximate Nearest Neighbor)Multi-Head Attention HNSW

Phequlula Uhla lwamagama olugcwele lwe-AI Hlola yonke imihlahlandlela ye-AI yamahhala