In the article Self Speculative Decoding Speeds for Multi Token LLMs, we analyze performance improvements derived from a speculative decoding technique in language models that predict multiple tokens simultaneously
Figure S10 illustrates the relative performance and latency improvements when applying self-speculation in decoding with k heads for a code model with four-token prediction across different batch sizes, where as heads and batches increase, throughput grows and latency decreases
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