Model Detail
SANA-Video_2B_720p
—SANA-Video_2B_720p is an image generation model with 2B parameters released by Efficient-Large-Model. The model is registered under the text-to-video pipeline tag on Hugging Face, distributed under a other license.
SANA-Video_2B_720p ships with 2B parameters. Distribution is governed by the other license — review the exact terms before commercial deployment.
SANA-Video_2B_720p is best fit for text-to-image generation and creative iteration. It is a less obvious choice for production photography pipelines that need exact reproducibility. Treat this as a starting matrix rather than a benchmark verdict — the right deployment usually depends on the specific evaluation suite that mirrors your workload.
SANA: What Matters for QA Agents over Massive Data Lakes?
arXiv:2606.13904v1 Announce Type: cross Abstract: Exploratory question answering (EQA) over data lakes requires an LLM agent to discover relevant sources, analyze retrieved data, and adapt its actions based on intermediate results. End-to-end accuracy alone cannot distinguish failures in search, pla
SANA-Streaming: Real-time Streaming Video Editing with Hybrid Diffusion Transformer
arXiv:2605.30409v1 Announce Type: cross Abstract: Real-time streaming video-to-video editing (V2V) is critical for interactive applications such as live broadcasting and gaming, yet it remains a formidable challenge due to the stringent requirements for temporal consistency and inference throughput.
SANA I2I: A Text Free Flow Matching Framework for Paired Image to Image Translation with a Case Study in Fetal MRI Artifact Reduction
arXiv:2604.00298v1 Announce Type: cross Abstract: We propose SANA-I2I, a text-free high-resolution image-to-image generation framework that extends the SANA family by removing textual conditioning entirely. In contrast to SanaControlNet, which combines text and image-based control, SANA-I2I relies e
