Posts, articles, and discussions

Deep Learning over the Internet: Training Language Models Collaboratively

July 15, 2021

Welcome spaCy to the 🤗 Hub

July 13, 2021

Deploy Hugging Face models easily with Amazon SageMaker

July 8, 2021

Sentence Transformers in the 🤗 Hub

June 28, 2021

Few-shot learning in practice: GPT-NEO and the 🤗 Accelerated Inference API

June 3, 2021

Using & Mixing Hugging Face Models with Gradio 2.0

May 25, 2021 abidlabs guest

Scaling-up BERT Inference on CPU (Part 1)

April 20, 2021 mfuntowicz

Introducing 🤗 Accelerate

April 16, 2021 sgugger

Distributed Training: Train BART/T5 for Summarization using 🤗 Transformers and Amazon SageMaker

April 8, 2021

How many data points is a prompt worth?

April 5, 2021 teven

Understanding BigBird's Block Sparse Attention

March 31, 2021 vasudevgupta guest

The Partnership: Amazon SageMaker and Hugging Face

March 23, 2021

My Journey to a serverless transformers pipeline on Google Cloud

March 18, 2021 Maxence guest

Fine-Tune XLSR-Wav2Vec2 for low-resource ASR with 🤗 Transformers

March 12, 2021

Fine-Tune Wav2Vec2 for English ASR with 🤗 Transformers

March 12, 2021

Hugging Face Reads, Feb. 2021 - Long-range Transformers

March 09, 2021

Simple considerations for simple people building fancy neural networks

February 25, 2021

Retrieval Augmented Generation with Huggingface Transformers and Ray

February 10, 2021 amogkam guest

Hugging Face on PyTorch / XLA TPUs

February 9, 2021 jysohn23 guest

Faster TensorFlow models in Hugging Face Transformers

January 26, 2021

Fit More and Train Faster With ZeRO via DeepSpeed and FairScale

January 19, 2021

How we sped up transformer inference 100x for 🤗 API customers

January 18, 2021

Leveraging Pre-trained Language Model Checkpoints for Encoder-Decoder Models

November 09, 2020

Porting fairseq wmt19 translation system to transformers

November 3, 2020 stas guest

Hyperparameter Search with Transformers and Ray Tune

November 2, 2020 ray-project guest

Transformer-based Encoder-Decoder Models

October 10, 2020

Retrieval Augmented Generation (RAG)

September 28, 2020 yjernite

Block Sparse Matrices for Smaller and Faster Language Models

Sep 10, 2020

The Reformer - Pushing the limits of language modeling

July 3, 2020

Long Form Question Answering with ELI5

June 17, 2020 yjernite

How Big Should My Language Model Be?

June 8, 2020 teven

Zero Shot Topic Classification

May 29, 2020 joeddav

How to generate text: using different decoding methods for language generation with Transformers

March, 2020

How to train a new language model from scratch using Transformers and Tokenizers

February-May, 2020