AI dictionary · Deep learning
What is Transformer?Transformer kya hai?
Transformer: The neural network architecture behind modern LLMs, built around attention.Aaj ke LLMs ke peeche ka neural network architecture, attention pe bana.
🧸 Think of it likeAise samjho
Like a reader who looks at the whole sentence at once and links every word to the words that matter for it, instead of reading strictly one word at a time.Ek reader jaisa jo poora sentence ek saath dekhta hai aur har shabd ko unse jodta hai jo uske liye zaroori hain, ek ek shabd padhne ki jagah.
📘 ExplainedVistaar se
Transformers turn tokens into embeddings, then stack layers of self attention and feed forward networks with residual connections and normalisation. They process all tokens in parallel, which made training on huge datasets practical. They also power vision, speech and multimodal models.Transformers tokens ko embeddings mein badalte hain, phir self attention aur feed forward networks ki layers residual connections aur normalisation ke saath stack karte hain. Yeh saare tokens parallel mein process karte hain, jisse bade datasets pe training practical hui. Vision, speech aur multimodal models bhi inhi se chalte hain.
💡 Real exampleAsli example
GPT stands for Generative Pretrained Transformer.GPT ka matlab Generative Pretrained Transformer hai.
📖 Learn it step by stepStep by step seekho
🔗 Related termsJude hue shabd
Questions people ask
What is Transformer?
The neural network architecture behind modern LLMs, built around attention. Transformers turn tokens into embeddings, then stack layers of self attention and feed forward networks with residual connections and normalisation. They process all tokens in parallel, which made training on huge datasets practical. They also power vision, speech and multimodal models.
How can I understand Transformer in simple words?
Like a reader who looks at the whole sentence at once and links every word to the words that matter for it, instead of reading strictly one word at a time.
What is an example of Transformer?
GPT stands for Generative Pretrained Transformer.
Transformer ka matlab kya hai?
Aaj ke LLMs ke peeche ka neural network architecture, attention pe bana. Ek reader jaisa jo poora sentence ek saath dekhta hai aur har shabd ko unse jodta hai jo uske liye zaroori hain, ek ek shabd padhne ki jagah.
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