Myles Dunlap's repositories
StableDiffusion2-Image-to-Text
Stable Diffusion with Text-to-Image and Image-to-Text
LangChain-SynData-RAG-Eval
LangChain, Llama2-Chat, and zero- and few-shot prompting are used to generate synthetic datasets for IR and RAG system evaluation
PII-Detection
Personal Identifiable Information (PII) entity detection and performance enhancement with synthetic data generation
PyTorch-LLM
Fine-tuning an LLM using a Generic Workflow and Best Practices with PyTorch
LLM-Inference-Serving
This repository demonstrates LLM execution on CPUs using packages like llamafile, emphasizing low-latency, high-throughput, and cost-effective benefits for inference and serving.
Rainforest---Audio-Classificaiton
Sound Event Detection (SED) using TensorFlow
AWS-Lambda-ObjectDetection-Pipeline
Object Detection Model Deployed on AWS Lambda in Docker Container
Recommender-System
Multi-Objective Recommender System
NLP-Essentials-with-Hugging-Face
NLP workflows and practical examples using Hugging Face
G2Net_Spectrogram-Classification
Spectrogram Classification of Time Domain Data
Custom-Object-Detection-YoloV5
YoloV5 Model - VinBigData
G2Net_1D-CNN
Kaggle - Gravitational Wave Detection - 1D Convolutional Neural Network
HuggingFace-NLP-NBME
NLP Transformer with Hugging Face