Andrew Mendez's repositories
mpttune-test
Testing MPT 7B finetuning using LORA
yolov8-determinedai
Proof of Concept on how to integrate YoloV8 with DeterminedAI
pdk-install
Install Determined (MLDE), Pachyderm (MLDM) , and KServe on MicroK8s
pdk-llm-rag-app
Deployment of LLM RAG Application using PDK
pdk-obj-det-demo
Driver Repo to run Demo, includes steps to clone pdk repo for this demo and run the notebook
simple-mpt30b-ddp
Simple Example to train MPT 30B (Single GPU and DDP) model using LORA and Int8 training
chatgpt-retrieval-plugin
The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.
flask_get_api_test
test running custom external api on snap spectacles
gpt2-determined-finetune-poc
Proof of Concept showing how to implement finetuning GPT models with determined, and from scratch
llm-rag-local-dev
Scripts to run LLM RAG App locally, without pachyderm and determined.
pdk-llm-rag-demo
Proof of Concept showcases how to continuously finetune and deploy of RAG systems using Pachyderm and Determined
pdk-llm-rag-demo-houston-t4
Same pdk-llm-rag-demo-houston, but supports T4 Deployment
pdk-use-cases
Example models and use cases for Pachyderm, Determined, KServe
pdk-use-cases-v2
V2 with updated Pachyderm Code
PyTorch_YOLOv4
PyTorch implementation of YOLOv4
synthtiger-bbox
Modify synthtiger to return bounding box coordinates
takeoff-community
TitanML Takeoff Server is an optimization, compression and deployment platform that makes state of the art machine learning models accessible to everyone.