AIML Mastery3 days ago
Using a Transformer Model: From Training to Inference
1 min read
A decoder-only transformer predicts the next token from prior tokens. Inference splits into prefill and decode phases, with a simple KV cache reducing redundant computation. The KV cache's memory usage grows with sequence length and batch size, impacting deployment.
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