P-EAGLE: Sooner LLM inference with Parallel Speculative Decoding in vLLM
EAGLE is the state-of-the-art technique for speculative decoding in massive language mannequin (LLM) inference, however its autoregressive drafting creates a ...
Tag: Parallel
Parallel Monitor Transformers: Enabling Quick GPU Inference with Decreased Synchronization
Environment friendly large-scale inference of transformer-based giant language fashions (LLMs) stays a elementary programs problem, often requiring multi-GPU parallelism to ...
ParaRNN: Unlocking Parallel Coaching of Nonlinear RNNs for Giant Language Fashions
Recurrent Neural Networks (RNNs) laid the muse for sequence modeling, however their intrinsic sequential nature restricts parallel computation, making a ...
