Explained Fine Tuning Small Language Model
generated by Chatgpt Here's a concise Azure-based architecture for fine-tuning a small language model using Hugging Face datasets : 🔷 Azure Architecture for Fine-Tuning Small LLM with Hugging Face Data 1. Data Preparation Layer Azure Blob Storage Store raw Hugging Face datasets ( .json , .csv , etc.) Can integrate directly with Hugging Face datasets.load_dataset() using local download and upload. 2. Compute Layer Azure Machine Learning (AzureML) Workspace Manage training jobs, compute targets, and experiment tracking. AzureML Compute Cluster (GPU) Use NC/T4-v3/ND-series VMs for training (cost-effective for small models). Supports distributed training with Hugging Face + DeepSpeed if needed. 3. Training Environment Custom Doc...