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Mon, 24 Nov 2025 00:00:00 UTC https://kush-singh-26.github.io/blogs/inference_engine.html Transformers https://kush-singh-26.github.io/blogs/nlp-moe.html A guide on MoEs, their history and implementation in transformers along with the losses associated with it. Mon, 22 Sep 2025 00:00:00 UTC https://kush-singh-26.github.io/blogs/nlp-moe.html NLP Transformers https://kush-singh-26.github.io/blogs/nlp-attention-optimize.html A guide on KV-Caching along with Sliding Window Attention. Ending with MQA and GQA. Tue, 05 Aug 2025 00:00:00 UTC https://kush-singh-26.github.io/blogs/nlp-attention-optimize.html NLP Transformers https://kush-singh-26.github.io/blogs/nlp-bert.html A guide on BERT models and how their architecture. Fri, 25 Jul 2025 00:00:00 UTC https://kush-singh-26.github.io/blogs/nlp-bert.html NLP Transformers https://kush-singh-26.github.io/blogs/nlp-transformer-implementation.html Implementation and trainig of Transformer for En-Hi machine translation task. Fri, 18 Jul 2025 00:00:00 UTC https://kush-singh-26.github.io/blogs/nlp-transformer-implementation.html NLP Transformers https://kush-singh-26.github.io/blogs/nlp-transformer.html A complete guide to the transformer architecture, attention mechanisms, and positional encoding. Sun, 22 Jun 2025 00:00:00 UTC https://kush-singh-26.github.io/blogs/nlp-transformer.html NLP Transformers https://kush-singh-26.github.io/blogs/nlp-attention.html A guide on Attention mechanism for seq2seq models. Wed, 28 May 2025 00:00:00 UTC https://kush-singh-26.github.io/blogs/nlp-attention.html NLP https://kush-singh-26.github.io/blogs/nlp-seq2seq.html A guide on Seq2Seq models that changed machine translation task. Mon, 19 May 2025 00:00:00 UTC https://kush-singh-26.github.io/blogs/nlp-seq2seq.html NLP https://kush-singh-26.github.io/blogs/nlp-pytorch-for-nlp.html Some tips for working with PyTorch for NLP tasks Sat, 10 May 2025 00:00:00 UTC https://kush-singh-26.github.io/blogs/nlp-pytorch-for-nlp.html NLP https://kush-singh-26.github.io/blogs/nlp-lstm.html A guide on LSTM and GRU models and how they overcome limitations of RNNs. Thu, 08 May 2025 00:00:00 UTC https://kush-singh-26.github.io/blogs/nlp-lstm.html NLP https://kush-singh-26.github.io/blogs/nlp-rnn.html A guide on the first steps towards modern NLP. Sun, 04 May 2025 00:00:00 UTC https://kush-singh-26.github.io/blogs/nlp-rnn.html NLP https://kush-singh-26.github.io/blogs/cv-neural-style-transfer.html Mini Project performing style transfer from a source image to a target image. Fri, 28 Mar 2025 00:00:00 UTC https://kush-singh-26.github.io/blogs/cv-neural-style-transfer.html Computer Vision https://kush-singh-26.github.io/blogs/cv-instance-segmentation.html A small description on Instance Segmentation. Thu, 27 Mar 2025 00:00:00 UTC https://kush-singh-26.github.io/blogs/cv-instance-segmentation.html Computer Vision https://kush-singh-26.github.io/blogs/cv-object-detection.html A detailed description on Object Detection models. Tue, 25 Mar 2025 00:00:00 UTC https://kush-singh-26.github.io/blogs/cv-object-detection.html Computer Vision https://kush-singh-26.github.io/blogs/cv-semantic-segmentation.html A small guide on semantic segmentation of images. Mon, 24 Mar 2025 00:00:00 UTC https://kush-singh-26.github.io/blogs/cv-semantic-segmentation.html Computer Vision https://kush-singh-26.github.io/blogs/cv-fine-tuning.html A small guide on how to fine-tune pre-trained models. Sat, 22 Mar 2025 00:00:00 UTC https://kush-singh-26.github.io/blogs/cv-fine-tuning.html Computer Vision https://kush-singh-26.github.io/blogs/cv-transfer-learning.html A small guide on how transfer learning using pre-trained models. Sat, 22 Mar 2025 00:00:00 UTC https://kush-singh-26.github.io/blogs/cv-transfer-learning.html Computer Vision https://kush-singh-26.github.io/blogs/cv-pretrained.html A small guide on how to work with pre-trained models. Sat, 22 Mar 2025 00:00:00 UTC https://kush-singh-26.github.io/blogs/cv-pretrained.html Computer Vision https://kush-singh-26.github.io/blogs/cv-architecture.html A description on working of CNNs. Fri, 21 Mar 2025 00:00:00 UTC https://kush-singh-26.github.io/blogs/cv-architecture.html Computer Vision https://kush-singh-26.github.io/blogs/nn-reg-norm.html Regularization Techniques. Tue, 18 Mar 2025 00:00:00 UTC https://kush-singh-26.github.io/blogs/nn-reg-norm.html Neural-Net https://kush-singh-26.github.io/blogs/nn-mlp.html Implementing Multi Layer Perceptron Mon, 17 Mar 2025 00:00:00 UTC https://kush-singh-26.github.io/blogs/nn-mlp.html Neural-Net https://kush-singh-26.github.io/blogs/nn-optimize.html Dicussion about different types of Optimization functions and losses Sun, 16 Mar 2025 00:00:00 UTC https://kush-singh-26.github.io/blogs/nn-optimize.html Neural-Net https://kush-singh-26.github.io/blogs/nn-activation.html Overview of differnet types of Actiavation functions. Sun, 16 Mar 2025 00:00:00 UTC https://kush-singh-26.github.io/blogs/nn-activation.html Neural-Net https://kush-singh-26.github.io/blogs/nn-preprocessing.html Brief description on how data can be processed. 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