Papers With Codehttps://paperswithcode.com/paper/transfusion-predict-the-next-token-and/reviewTransfusion: Predict the Next Token and Diffuse Images with …Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model . We introduce Transfusion, a recipe for training a multi-modal model over discrete and continuous data. Transfusion combines the language modeling loss function (next token prediction) with diffusion to train a single transformer over mixed-modality sequences.

Towards Data Sciencehttps://towardsdatascience.com/transformer-diffusion-transfusion-d18d219f2a12Transformer? Diffusion? Transfusion! | by Mengliu Zhao2024年9月12日 · Recently, Meta and Waymo released their latest paper — Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model, which integrates the popular transformer model with the diffusion model for multi-modal training and prediction purposes. Like Meta’s previous work, the Transfusion model is based on the Llama architecture with early …

substack.comhttps://machinelearningatscale.substack.com/p/56-transfusion-predict-the-next-to…56. Transfusion: Predict the Next Token and Diffuse Images …2024年9月29日 · Transfusion combines the language modeling loss function (next token prediction) with diffusion to train a single transformer over mixed modality sequences. ... The key difference with Transfusion is that it keeps images in continuous space, removing the quantization information bottleneck that we find for “baseline approaches”. ...

alphaxiv.orghttps://www.alphaxiv.org/abs/2408.11039v1Transfusion: Predict the Next Token and Diffuse Images with …We introduce Transfusion, a recipe for training a multi-modal model over discrete and continuous data. Transfusion combines the language modeling loss function (next token prediction) with diffusion to train a single transformer over mixed-modality sequences. We pretrain multiple Transfusion models up to 7B parameters from scratch on a mixture of text and image data, …

Mediumhttps://medium.com/@zhenzhenzhong/paper-reading-note-series-transfusion-pre…Paper Reading Note Series: Transfusion: Predict the Next Token …The overall training objective combines both LM loss (token-wise) and Diffusion loss (image-wise) weightedly. During inference, the model samples text token by token from the predicted distribution.

Semantic Scholarhttps://www.semanticscholar.org/paper/Transfusion:-Predict-the-Next-Token-and …Figure 3 from Transfusion: Predict the Next Token and Diffuse Images ...DOI: 10.48550/arXiv.2408.11039 Corpus ID: 271909855; Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model @article{Zhou2024TransfusionPT, title={Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model}, author={Chunting Zhou and Lili Yu and Arun Babu and Kushal Tirumala and Michihiro Yasunaga and Leonid Shamis …