FlashDecoder: Real-Time Latent-to-Pixel Streaming Decoder with Transformers
A fast, memory-efficient pure-Transformer video decoder that decodes latents to pixels frame by frame using a rolling KV cache, achieving 3.6x-4.7x faster throughput and up to 11x less GPU memory compared to convolutional decoders.