Tag: auditory large language models

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Performance and Energy Trade-offs in Multi-Request LLM Workflows

Explore how multi-request workflows impact large language models' performance and energy use, with strategies to optimize latency and efficiency.

ECHO: Fast Speculative Decoding for High-Concurrency LLMs

ECHO boosts large language model inference with elastic speculative decoding and sparse gating, achieving up to 5.35x speedup in high-concurrency scenarios...

Generative UI: How LLMs Create Dynamic Interfaces

Discover how modern LLMs generate high-quality custom UIs, enhancing user experience beyond static markdown outputs with robust generative capabilities.

SPEED-Bench: Benchmarking Speculative Decoding for LLMs

Discover SPEED-Bench, a unified benchmark for evaluating speculative decoding in large language models with diverse, real-world workloads and production in...

SRBench: Benchmarking Sequential Recommendations with LLMs

Discover SRBench, a new framework for comprehensive benchmarking of sequential recommendation models using large language models for fair and accurate eval...

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