This is your work, valued

Dublin, Ireland

Morgan McGuire

Expert
@morganmcg1

Enjoying playing around with data in and out of work. Machine learning until I learn better. Having fun along the way.

twitter.com/mcgenergy

fasthugs. Use fastai-v2 with HuggingFace's pretrained transformers

110

stanford-cars. Learning computer vision by striving to maximise accuracy on the Stanford Cars dataset

57

kaggle_rsna_2nd_place_solution. Notebooks to accompany the blog posts about the 2nd place Kaggle RSNA winners: https://github.com/darraghdog/rsna

30

ntentional. The ntentional blog - a machine learning journey

23

rotobart. Pre-training BART in Flax on The Pile dataset

22

minGPT-fastai. Fastai implementation of @karpathy's miniGPT library

16

wandb_spectrogram. Jupyter Notebook

15

gradient_blending. Jupyter Notebook

9

ImageNette_ImageWoof_ImageWang. Jupyter Notebook

7

voice-judge. Python

6

kaggle_quest. Notebooks used to train a AWD LSTM language model and classifier for the Kaggle Google QUEST Challenge ttps://www.kaggle.com/c/google-quest-challenge

5

xlsr_finetune. Convenience functions to finetune the XLSR-Wav2vec2 speech transcription model

5

AdahessianFastai. Jupyter Notebook

3

reformer-fastai-old. Fastai community entry to 2020 Reproducibility Challenge

3

wandb-launch-demo. A demo repo for Weights & Biases Launch examples

3

tutorials_learning. Tutorials and other learnings found online

3

you-dont-need-a-bigger-boat. An end-to-end implementation of intent prediction with Metaflow and other cool tools

2

gen-efficientnet-pytorch. Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS

2

stac.

1

Medusa. Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads

1

instructor. structured outputs for llms

1

fasthugs_nbdev. Jupyter Notebook

1

finetune-study. Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.

1

Auto-GPT. An experimental open-source attempt to make GPT-4 fully autonomous.

1

openai-python. The OpenAI Python library provides convenient access to the OpenAI API from applications written in the Python language.

1

sample-generator. Tools to train a generative model on arbitrary audio samples

1

gorilla. Gorilla: An API store for LLMs

1

fastai. The fastai deep learning library

1

fastgarden. FastGarden submissions, a fun fastai comp: https://forums.fast.ai/t/fastgarden-a-new-imagenette-like-competition-just-for-fun

1

gpt-prompt-engineer. Jupyter Notebook

1

diffusers. 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

1

EfficientNet-PyTorch. A PyTorch implementation of EfficientNet

1

projects. 🪐 End-to-end NLP workflows from prototype to production

1

pytorch-examples. A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

1

melanoma_wandb. Python

1

client. 🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

1

FastChat. An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

1

control-ui. Jupyter Notebook

1

transformers. 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

1

check-for-new-commits. Check for new commits in public repositories periodically. Built using GhApi and fastcore

1

fastpages. An easy to use blogging platform, with enhanced support for Jupyter Notebooks.

1

antra. Irish Language Tools

1

efficientnet_plus. Using:

1