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Image editing
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Monadical is pleased to announce the official release of the Minecraft Skin Generator XL model. We had previously released the Minecraft Skin Generator model based upon Stable Diffusion 2. This new model offers significant improvements over the last generation of models. 1. **Upgrade to Stable Diffusion XL** - Our model is now based upon the Stable Diffusion XL model, which greatly improves the quality of generated skins when compared to previous models. 1. **Transparent Layer Support** - The new model now supports the transparency layer in the hair and helmet section of the skin. * 'Saul Goodman from the TV show "Better Call Saul"'

Image generation
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`mdbr-leaf-ir` is a compact high-performance text embedding model specifically designed for **information retrieval (IR)** tasks, e.g., the retrieval stage of Retrieval-Augmented Generation (RAG) pipelines. To enable even greater efficiency, `mdbr-leaf-ir` supports flexible asymmetric architectures and is robust to vector quantization and MRL truncation. If you are looking to perform other tasks such as classification, clustering, semantic sentence similarity, summarization, please check out our `mdbr-leaf-mt` model.

Embeddings & similarity
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1. Introduction 2. Technical Report 3. Highlights 4. Benchmarks 5. Quickstart 6. Citation `mdbr-leaf-mt` is a compact high-performance text embedding model designed for classification, clustering, semantic sentence similarity and summarization tasks. To enable even greater efficiency, `mdbr-leaf-mt` supports flexible asymmetric architectures and is robust to vector quantization and MRL truncation.

Embeddings & similarity
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voyage-4

MongoDB

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