vllm-omni
PulseAugur coverage of vllm-omni — every cluster mentioning vllm-omni across labs, papers, and developer communities, ranked by signal.
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GF-DiT optimizes Diffusion Transformer serving with dynamic parallelism
Researchers have developed GF-DiT, a novel runtime system designed to optimize the serving of Diffusion Transformers (DiTs), which are increasingly used for image and video generation. Unlike existing systems that use s…
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Google DeepMind releases Gemma 4 12B multimodal model for laptops
Google DeepMind has released Gemma 4 12B, a new multimodal model designed for local execution on laptops with 16GB of VRAM. This model features a novel unified architecture that integrates audio and vision inputs direct…
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LocalLLaMA users seek integrated TTS and image models for llama.cpp
A user on the r/LocalLLaMA subreddit is inquiring about the availability of voice cloning and speech generation models that are compatible with inference engines like llama.cpp or vLLM-Omni. The goal is to integrate the…
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Cosmos3 Nano video generation achieves speed, faces resolution limits
A user shared their experience testing the Cosmos3 Nano model for video generation using vllm-omni. They reported impressive speed, generating a 720x720 video in under 10 minutes on their dual RTX 3090 setup. However, t…