Latest Tips

• @dzlab in pytorch

  Build a RAG Pipeline Using Google Gemma

  How to build a RAG pipeline with Google Gemma

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• @dzlab in pytorch

  Merge LLMs with MergeKit

  How to merge multiple LLMs into a single model with MergeKit

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• @dzlab in pytorch

  Fine-tuning Llama 2 with axolotl

  How to fine-tune Llama 2 on custom dataset with axolotl

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• @dzlab in pytorch

  Fine tune Llama 2 on custom data with PEFT

  Learn how to fine tune any LLM such as Llama2 on custom data using PEFT

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  LLMs fine-tuning

  Learn the techniques to fine-tune an LLM

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• @dzlab in pytorch

  Evaluating LLMs Qualitatively and Quantitatively

  Learn how to evaluate LLMs Qualitatively (human evaluation) and Quantitatively (with ROUGE metrics)

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• @dzlab in pytorch

  Text data augmentation with Back Translation

  How to augment a small corpus of text data for a task like text classification?

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• @dzlab in pytorch

  Load datasets with TorchText

  How to load text datasets in PyTorch?

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• @dzlab in pytorch

  Gradient computation with AutoGrad

  How do we compute the of a function in PyTorch?

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• @dzlab in pytorch

  Basic NLP with PyTorch Text

  What should I use for text processing in PyTorch?

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