Posts by Shaw Talebi

[ad_1] ImportsWe start by installing and importing necessary Python libraries.!pip install llama-index!pip install llama-index-embeddings-huggingface!pip install peft!pip install auto-gptq!pip install optimum!pip install bitsandbytes# if not running on Colab ensure transformers is…

[ad_1] ImportsWe import modules from Hugging Face’s transforms, peft, and datasets libraries.from transformers import AutoModelForCausalLM, AutoTokenizer, pipelinefrom peft import prepare_model_for_kbit_trainingfrom peft import LoraConfig, get_peft_modelfrom datasets import load_datasetimport transformersAdditionally, we need…