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Hi there πŸ‘‹ I'm Bas

I am an experienced Machine Learning Engineer who is specialised in NLP and DevOps/MLOps.

Bas Krahmer's Projects

aws-neuron-sdk icon aws-neuron-sdk

Powering AWS purpose-built machine learning chips. Blazing fast and cost effective, natively integrated into PyTorch and TensorFlow and integrated with your favorite AWS services

console icon console

The Console that makes Appwrite tick from the browser πŸ–₯

datasets icon datasets

πŸ€— The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

datasets-server icon datasets-server

Lightweight web API for visualizing and exploring all types of datasets - computer vision, speech, text, and tabular - stored on the Hugging Face Hub

distrobox icon distrobox

Use any linux distribution inside your terminal. Enable both backward and forward compatibility with software and freedom to use whatever distribution you’re more comfortable with. Mirror available at: https://gitlab.com/89luca89/distrobox

fairlearn icon fairlearn

A Python package to assess and improve fairness of machine learning models.

foodpred icon foodpred

Estimated CO2 emissions for food products.

haystack icon haystack

:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

hub-docs icon hub-docs

Frontend components, documentation and information hosted on the Hugging Face website.

lightning icon lightning

Deep learning framework to train, deploy, and ship AI products Lightning fast.

llm icon llm

An ecosystem of Rust libraries for working with large language models

onnxruntime icon onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

optimum icon optimum

πŸš€ Accelerate training and inference of πŸ€— Transformers and πŸ€— Diffusers with easy to use hardware optimization tools

optimum-benchmark icon optimum-benchmark

A unified multi-backend utility for benchmarking Transformers and Diffusers with support for Optimum's arsenal of hardware optimizations/quantization schemes.

optimum-neuron icon optimum-neuron

Easy, fast and very cheap training and inference on AWS Trainium and Inferentia chips.

responsiblenlp icon responsiblenlp

Repository for research in the field of Responsible NLP at Meta.

torchmetrics icon torchmetrics

Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.

transformers.js icon transformers.js

State-of-the-art Machine Learning for the web. Run πŸ€— Transformers directly in your browser, with no need for a server!

website icon website

The Appwrite website, docs and blog 🏠

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