What is RoPE (Rotary Positional Embeddings)? Definition | AI Understanding

Qeexid

Habka codaynta booska oo beddesha weydiinta iyo fallaadhaha muhiimka ah si loo codeeyo boosaska qaraabada ah.

Shuruudaha la xiriira

Codaynta booska

Macluumadka lagu daray summada la dhexgaliyo si ay transformers-ku u kala soocaan sida ay isugu xigaan.

Habka eexda mawqifka kaas oo ciqaabaya dhibcaha dareenka ee ku salaysan fogaanta calaamadda, ka caawinta moodooyinka inay ka fogaadaan xaaladaha dhaadheer.

Habka dib u soo celinta kaas oo dhalinaya kala duwanaansho badan oo su'aalo ah, soo celiya natiijooyinka mid kasta, oo isku dhejiya darajooyinka.

ANN (Qiyaas ahaan deriska ugu dhow)

Algorithms ee hela vectors u dhow weydiinta iyada oo aan la barbar dhigi karin, ka ganacsiga saxda ah ee xawaaraha.

RAG (soo-celinta-jiilka la kordhiyay)

Habka soo celiya aqoonta dibadda oo u quudisa jiil waqti go'an.

Xoojinta Barashada Jawaab celinta Aadanaha (RLHF)

Habka tababarka ee isticmaala calaamado doorbidida aadanaha si loo qaabeeyo hab-dhaqanka moodeelka.

Wax badan ka baro hagayaashayada bilaashka ah

Audio Embeddings and Representation Learning Sentence-BERT Embeddings X-Vector Speaker Embeddings HyDE Hypothetical Document Embeddings

Eeg sidoo kale

Multi-Head Attention Sliding Window Attention Flash Attention BPE (Byte Pair Encoding)QLoRA SentencePiece DPO (Direct Preference Optimization)Tree of Thoughts

Ka baadh Qaamuuska AI oo buuxa Baadh dhammaan hagayaasha AI ee bilaashka ah