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nopperl's Projects

automatic icon automatic

Opinionated fork/implementation of Stable Diffusion

build-scripts icon build-scripts

Collection of build scripts, configs and guides for ML systems that don't fit elsewhere

clip-synthetic-captions icon clip-synthetic-captions

Tiny-scale experiment showing that CLIP models trained using detailed captions generated by multimodal models (CogVLM and LLaVA 1.5) outperform models trained using the original alt-texts on a range of classification and retrieval tasks.

data-engineering-exercises icon data-engineering-exercises

Data engineering exercises including Spark (Scala and PySpark), PostgreSQL query optimization, Hadoop, Hive and Neo4j.

dialog-de icon dialog-de

Dataset and pretrained dialogue model for the German language

exllama icon exllama

A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.

gradio icon gradio

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

im2vec icon im2vec

[CVPR 2021 Oral] Im2Vec Synthesizing Vector Graphics without Vector Supervision

lineart-vectorization-demo icon lineart-vectorization-demo

Gradio demo of the marked line-art vectorization model developed at https://github.com/nopperl/marked-lineart-vectorization.

llm.c icon llm.c

LLM training in simple, raw C/CUDA

load-reddit-images-directly icon load-reddit-images-directly

Firefox web extension that loads reddit images directly instead of referring to the HTML page containing the image.

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