Understanding Direct Preference Optimization | by Matthew Gunton | Feb, 2024
Let’s begin with setting out what fine-tuning should do from a high level. Once you have a pre-trained a model
- February 23, 2024
AI, Syndicated
Grey Wolf Optimizer — How It Can Be Used with Computer Vision | by James Koh, PhD | Feb, 2024
As a bonus, get the code to apply feature extraction anywhere Image created by DALL·E 3 based on the prompt
How to Forecast Time Series Data Using any Supervised Learning Model | by Matthew Turk | Feb, 2024
Featurizing time series data into a standard tabular format for classical ML models and improving accuracy using AutoML Source: Ahasanara
Navigating Data Science Jobs in 2024: Roles, Teams, and Skills | by TDS Editors | Feb, 2024
Whether you’re applying to your first internship to running a multidisciplinary team of analysts and engineers, data science careers come
QLoRA — How to Fine-Tune an LLM on a Single GPU | by Shaw Talebi | Feb, 2024
Imports We import modules from Hugging Face’s transforms, peft, and datasets libraries. from transformers import AutoModelForCausalLM, AutoTokenizer, pipelinefrom peft import
Graph Theory to Harmonize Model Integration | by Ahmad Albarqawi | Feb, 2024
Optimising multi-model collaboration with graph-based orchestration Orchestra — photographer Arindam Mahanta by unsplash Integrating the capabilities of various AI models
The Journey of RAG Development: From Notebook to Microservices | by Wenqi Glantz | Feb, 2024
Converting a Colab notebook to two microservices with support for Milvus and NeMo Guardrails Image generated by DALL-E 3 by
Optimized Deployment of Mistral7B on Amazon SageMaker Real-Time Inference | by Ram Vegiraju | Feb, 2024
Utilize large model inference containers powered by DJL Serving & Nvidia TensorRT Image from Unsplash by Kommers The Generative AI
Satellites Can See Invisible Lava Flows and Active Wildfires, But How? (Python) | by Mahyar Aboutalebi, Ph.D. 🎓 | Feb, 2024
Visualizing satellite images captured over volcanos and wildfires in various spectral bands Sentinel-2 images captured over a volcano and a