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Fine-Tuning SmolVLM for Receipt OCR

Sovit Ranjan RathSovit Ranjan Rath May 26, 2025May 26, 2025 2 Comments
Fine-Tuning SmolVLM for Receipt OCR

In this article, we are fine-tuning the SmolVLM-256M model for receipt OCR on the SROIE v2 dataset after generating the ground truth data using QwenVL-2B model. ...

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Gemma 3 – Advancing Open, Lightweight, Multimodal AI

Sovit Ranjan RathSovit Ranjan Rath May 19, 2025May 19, 2025 0 Comment
Gemma 3 – Advancing Open, Lightweight, Multimodal AI

In this article, we explore Gemma 3. We start with the need for Gemma 3, its architecture and multimodal capabilities, and carry out inference using Hugging Face. ...

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SmolVLM: Accessible Image Captioning with Small Vision Language Model

Sovit Ranjan RathSovit Ranjan Rath May 12, 2025May 12, 2025 2 Comments
SmolVLM: Accessible Image Captioning with Small Vision Language Model

In this article, we cover the SmolVLM model by Hugging Face. It is a compact 2.2B parameter model for vision understanding. ...

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Gradio Application using Qwen2.5-VL

Sovit Ranjan RathSovit Ranjan Rath May 5, 2025May 5, 2025 4 Comments
Gradio Application using Qwen2.5-VL

In this article, we build a simple Gradio application with Qwen2.5-VL for image captioning, video captioning, and object detection. ...

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Qwen2.5-VL: Architecture, Benchmarks and Inference

Sovit Ranjan RathSovit Ranjan Rath April 28, 2025April 28, 2025 3 Comments
Qwen2.5-VL-Architecture-Benchmarks-and-Inference

In this article, we explore Qwen2.5-VL using Hugging Face Transformers. We cover the Qwen2.5-VL architecture, data preparation, benchmark, and inference. ...

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