Transformer Neural Nets ගැන හැමදේම | Transformer Architecture | Sinhala
Transformer Neural Nets ගැන හැමදේම | Transformer Architecture | Sinhala
මේ වෙද්දි ගොඩක් AI Applications නිර්මාණය කරන්න පාදක වෙලා තියෙන Transformer Architecture එක ගැන සහ එහි විශේෂත්වය ගැන මෙහිදී විස්තරාත්මකව කතා කෙරේ.
▬▬▬▬▬▬ L I N K S 🔗▬▬▬▬▬▬
Research paper (Attention All You Need): https://arxiv.org/pdf/1706.03762
▬▬▬▬▬▬ T I M E S T A M P S ⏰ ▬▬▬▬▬▬
00:00 Introduction
00:24 RNN Vs Transformers
05:31 Transformer Architecture
12:11 Components
13:30 Input Embeddings
15:51 Positional Encoding
20:33 Encoder
20:55 Attention
27:38 Multi-Head Attention
34:32 Query, Key, Value
36:40 Add & Norm
40:38 Decoder
41:24 Masked Multi-Head Attention
44:56 Transformer Training
48:57 Transformer Inferencing
51:54 End Note
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