Pinned Repositories
academic-kickstart
Easily create a beautiful website using Academic and Hugo
awesome-finetuning
A curated list of resources on fine-tuning language models.
cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
nnia-tutorial
Repository for my tutorial group which is part of the lecture Neural Networks: Implementation and Application
pre-training
Pre-Training Buys Better Robustness and Uncertainty
TF-NNLM-TK
A toolkit for neural language modeling using Tensorflow including basic models like RNNs and LSTMs as well as more advanced models.
mmarius's Repositories
mmarius/awesome-finetuning
A curated list of resources on fine-tuning language models.
mmarius/adapter-transformers
Huggingface Transformers + Adapters = ❤️
mmarius/AtypicalAnimacy
Repository for code underlying the paper 'Living Machines: A Study of Atypical Animacy' (COLING2020)
mmarius/BayesianTransferLearning
mmarius/BIG-bench
Beyond the Imitation Game collaborative benchmark for enormous language models
mmarius/composable-sft
mmarius/composer
Supercharge Your Model Training
mmarius/DPR
Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
mmarius/dynamic-lm-kb
LM with limited access to KB
mmarius/edge-of-stability
mmarius/evaluate
🤗 Evaluate: A library for easily evaluating machine learning models and datasets.
mmarius/examples
Fast and flexible reference benchmarks
mmarius/fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
mmarius/fine-tuning-connectivity
mmarius/HF-Megatron-DeepSpeed
Ongoing research training transformer language models at scale, including: BERT & GPT-2
mmarius/jiant
The jiant toolkit for general-purpose text understanding models
mmarius/KILT
Library for Knowledge Intensive Language Tasks
mmarius/language
Shared repository for open-sourced projects from the Google AI Language team.
mmarius/llm2vec-blogpost
mmarius/Megatron-DeepSpeed
Ongoing research training transformer language models at scale, including: BERT & GPT-2
mmarius/mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
mmarius/mmarius.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
mmarius/OpenPrompt
An Open-Source Toolkit for Prompt-Learning.
mmarius/peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
mmarius/pet
This repository contains the code for "How many data points is a prompt worth?"
mmarius/promptsource
Toolkit for collecting and applying templates of prompting instances
mmarius/reproduce-finetuning
mmarius/shortformer
Code for the Shortformer model, from the paper by Ofir Press, Noah A. Smith and Mike Lewis.
mmarius/t0-analysis
mmarius/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.