Milan TamanginTowards Data ScienceBuild a Tokenizer for the Thai Language from ScratchA step-by-step guide to building a Thai multilingual sub-word tokenizer based on a BPE algorithm trained on Thai and English datasetsSep 142Sep 142
Milan TamanginTowards AIBuild Your Own Llama 3 Architecture from Scratch Using PyTorchA step-by-step guide to building the complete architecture of the Llama 3 model from scratch and performing training and inferencing on a…Sep 12Sep 12
Milan TamanginTowards AIBuild your own custom 8-bit Quantizer from scratch using PyTorchA step-by-step approach to build custom 8-bit quantizers from scratch using PyTorch and quantize facebook/opt-350m.Jun 304Jun 304
Milan TamanginTowards AIWant to Learn Quantization in The Large Language Model?A simple guide to teach you intuition about quantization with simple mathematical derivation and coding in PyTorch.Jun 222Jun 222
Milan TamanginTowards AIBuild your own Large Language Model (LLM) From Scratch Using PyTorchA Step-by-Step guide to build and train an LLM named MalayGPT. This model’s task is to translate texts from English to Malay language.Jun 511Jun 511
Milan TamanginGoPenAIHow to build a Neural Network with real-world dataset using PyTorchA Step-by-Step guide to build and train a Neural Network with FitBit Fitness Tracker DatasetMay 154May 154
