JPPO++ jointly tunes prompt compression ratio and wireless transmit power with a DRL agent, reporting large latency savings in simulation but with an evaluation that partly reuses its own reward function.
JPPO: Joint power and prompt optimization for accelerated large language model services,
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JPPO++: Joint Power and Denoising-inspired Prompt Optimization for Mobile LLM Services
JPPO++ jointly tunes prompt compression ratio and wireless transmit power with a DRL agent, reporting large latency savings in simulation but with an evaluation that partly reuses its own reward function.