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Fine-Tuning SmolLM2

Sovit Ranjan RathSovit Ranjan Rath July 21, 2025July 21, 2025 0 Comment
Fine-Tuning SmolLM2

Fine-tuning SmolLM2-135M Instruct model on the WMT14 French-to-English subset for machine translation using a small language model. ...

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LitGPT – Getting Started

Sovit Ranjan RathSovit Ranjan Rath July 14, 2025July 14, 2025 0 Comment
LitGPT – Getting Started

In this article, we explore LitGPT. We cover chatting with pretrained models, fine-tuning on custom dataset, and evaluation of model after fine-tuning. ...

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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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