high-resolution image synthesis 2masked diffusion 2controllable generation 1diffusion models 1discrete token generation 1image editing 1multimodal diffusion 1multimodal understanding 1object grounding 1parallel decoding 1text-to-image 1token editing 1
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cs.CL2025
PredGen: Accelerated Inference of Large Language Models through Input-Time Speculation for Real-Time Speech Interaction
Shufan Li, Aditya Grover
Large Language Models (LLMs) are widely used in real-time voice chat applications, typically in combination with text-to-speech (TTS) systems to generate audio responses. However,…
cs.CL2025
Mercury: Ultra-Fast Language Models Based on Diffusion
Inception Labs, Samar Khanna, Siddhant Kharbanda +10
We present Mercury, a new generation of commercial-scale large language models (LLMs) based on diffusion. These models are parameterized via the Transformer architecture and traine…