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Qwen3 – Unified Models for Thinking and Non-Thinking

Sovit Ranjan RathSovit Ranjan Rath July 7, 2025July 7, 2025 0 Comment
Qwen3 – Unified Models for Thinking and Non-Thinking

In this article, we discuss the latest iteration in the Qwen family of models, Qwen3. We discuss the need for Qwen3, the architecture, and the training strategy. ...

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Semantic Segmentation using Web-DINO

Sovit Ranjan RathSovit Ranjan Rath June 30, 2025June 30, 2025 0 Comment
Semantic Segmentation using Web-DINO

In this article, we are modifying the Web-DINO 300M architecture for semantic segmentation. We will add a simple segmentation decoder head and train the model for person segmentation. ...

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Image Classification with Web-DINO

Sovit Ranjan RathSovit Ranjan Rath June 23, 2025June 23, 2025 0 Comments
Image Classification with Web-DINO

In this article we use the Web-DINO model for image classification. We modify the Web-DINO 300M model, adding a classification head on top, freezing the backbone, and training on cotton disease classification task. ...

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Web-SSL: Scaling Language Free Visual Representation

Sovit Ranjan RathSovit Ranjan Rath June 16, 2025June 16, 2025 0 Comments
Web-SSL: Scaling Language Free Visual Representation

In this article, we explore the Web-DINO models trained via Web-SSL 2.0 methodology on the MC-2B (MetaCLIP-2B) dataset. ...

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Getting Started with SmolVLM2 – Code Inference

Sovit Ranjan RathSovit Ranjan Rath June 9, 2025June 9, 2025 0 Comment
Getting Started with SmolVLM2 – Code Inference

In this article, we cover inference code for SmolVLM2. We carry out image and video inference experiments using SmolVLM2-2.2B-Instruct and SmolVLM2-256M-Instruct. ...

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