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Fine Tuning LRASPP MobileNetV3 on the KITTI Segmentation Dataset

Sovit Ranjan RathSovit Ranjan Rath July 22, 2024July 22, 2024 3 Comments
Fine Tuning LRASPP MobileNetV3 on the KITTI Segmentation Dataset

In this article, we will be fine tuning the LRASPP MobileNetV3 segmentation model on the KITTI dataset with two different approaches and compare the results. ...

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Optimizing Faster RCNN MobileNetV3 for Real-Time Inference on CPU

Sovit Ranjan RathSovit Ranjan Rath July 15, 2024July 15, 2024 4 Comments
Optimizing Faster RCNN MobileNetV3 for Real-Time Inference on CPU

On this article, we are optimizing the Faster RCNN MobileNetV3 model using ONNX for near real-time detection on CPU. ...

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Fine-Tuning OPT-350M for Extractive Summarization

Sovit Ranjan RathSovit Ranjan Rath July 8, 2024July 8, 2024 0 Comment
Fine-Tuning OPT-350M for Extractive Summarization

In this article, we fine-tune the OPT-350M for extractive summarization on the BBC News Summary dataset using the Hugging Face Transformers library. ...

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Fine-Tuning Phi 1.5 for Text Summarization

Sovit Ranjan RathSovit Ranjan Rath July 1, 2024July 1, 2024 2 Comments
Fine-Tuning Phi 1.5 for Text Summarization

In this article, we fine tune a decoder only LLM for text summarization on the BBC News Summary dataset. ...

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Phi 1.5 – Introduction and Analysis

Sovit Ranjan RathSovit Ranjan Rath June 24, 2024June 24, 2024 0 Comments
Phi 1.5 – Introduction and Analysis

In this article, we discuss Phi 1.5 which is a 1.3 billion parameters language model from Microsoft. ...

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