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_blog.yml
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- local: how-to-train
title: How to train a new language model from scratch using Transformers and Tokenizers
thumbnail: ./assets/01_how-to-train/how-to-train_blogpost.png
date: February-May, 2020
- local: how-to-generate
title: "How to generate text: using different decoding methods for language generation with Transformers"
thumbnail: ./assets/02_how-to-generate/thumbnail.png
date: March, 2020
- external: https://huggingface.co/zero-shot
title: "Zero Shot Topic Classification"
author: joeddav
date: May 29, 2020
- external: https://huggingface.co/calculator
title: "How Big Should My Language Model Be?"
author: teven
date: June 8, 2020
- external: https://yjernite.github.io/lfqa.html
title: "Long Form Question Answering with ELI5"
author: yjernite
date: June 17, 2020
- local: reformer
title: "The Reformer - Pushing the limits of language modeling"
thumbnail: ./assets/03_reformer/thumbnail.png
date: July 3, 2020
- local: pytorch_block_sparse
title: Block Sparse Matrices for Smaller and Faster Language Models
thumbnail: ./assets/04_pytorch_block_sparse/thumbnail.png
date: Sep 10, 2020
- external: https://huggingface.co/rag
title: "Retrieval Augmented Generation (RAG)"
author: yjernite
date: September 28, 2020
- local: encoder-decoder
title: "Transformer-based Encoder-Decoder Models"
thumbnail: ./assets/05_encoder_decoder/thumbnail.png
date: October 10, 2020
- local: ray-tune
title: "Hyperparameter Search with Transformers and Ray Tune"
thumbnail: ./assets/06_ray_tune/ray-hf.jpg
author: ray-project
guest: true
date: November 2, 2020
- local: porting-fsmt
title: "Porting fairseq wmt19 translation system to transformers"
thumbnail: ./assets/07_porting_fsmt/thumbnail.png
author: stas
guest: true
date: November 3, 2020
- local: warm-starting-encoder-decoder
title: "Leveraging Pre-trained Language Model Checkpoints for Encoder-Decoder Models"
thumbnail: ./assets/08_warm_starting_encoder_decoder/thumbnail.png
date: November 09, 2020
- local: accelerated-inference
title: How we sped up transformer inference 100x for 🤗 API customers
thumbnail: ./assets/09_accelerated_inference/thumbnail.png
date: January 18, 2021
- local: zero-deepspeed-fairscale
title: "Fit More and Train Faster With ZeRO via DeepSpeed and FairScale"
thumbnail: ./assets/11_zero_deepspeed_fairscale/zero-partitioning.png
date: January 19, 2021
- local: tf-serving
title: "Faster TensorFlow models in Hugging Face Transformers"
thumbnail: ./assets/10_tf-serving/thumbnail.png
date: January 26, 2021
- local: pytorch-xla
title: "Hugging Face on PyTorch / XLA TPUs"
thumbnail: ./assets/13_pytorch_xla/pytorch_xla_thumbnail.png
author: jysohn23
guest: true
date: February 9, 2021
- local: ray-rag
title: "Retrieval Augmented Generation with Huggingface Transformers and Ray"
thumbnail: ./assets/12_ray_rag/ray_arch_updated.png
author: amogkam
guest: true
date: February 10, 2021
- local: simple-considerations
title: "Simple considerations for simple people building fancy neural networks"
thumbnail: ./assets/13_simple-considerations/henry-co-3coKbdfnAFg-unsplash.jpg
date: February 25, 2021
- local: long-range-transformers
title: "Hugging Face Reads, Feb. 2021 - Long-range Transformers"
thumbnail: ./assets/14_long_range_transformers/EfficientTransformerTaxonomy.png
date: March 09, 2021
- local: fine-tune-wav2vec2-english
title: "Fine-Tune Wav2Vec2 for English ASR with 🤗 Transformers"
thumbnail: ./assets/15_fine_tune_wav2vec2/wav2vec2.png
date: March 12, 2021
- local: fine-tune-xlsr-wav2vec2
title: "Fine-Tune XLSR-Wav2Vec2 for low-resource ASR with 🤗 Transformers"
thumbnail: ./assets/16_fine_tune_xlsr_wav2vec2/xlsr_wav2vec2.png
date: March 12, 2021
- local: how-to-deploy-a-pipeline-to-google-clouds
title: "My Journey to a serverless transformers pipeline on Google Cloud"
author: Maxence
guest: true
date: March 18, 2021
- local: the-partnership-amazon-sagemaker-and-hugging-face
title: "The Partnership: Amazon SageMaker and Hugging Face"
thumbnail: ./assets/17_the_partnership_amazon_sagemaker_and_hugging_face/thumbnail.png
date: March 23, 2021
- local: big-bird
title: "Understanding BigBird's Block Sparse Attention"
author: vasudevgupta
guest: true
date: March 31, 2021
- external: https://huggingface.co/blog/how_many_data_points
title: "How many data points is a prompt worth?"
author: teven
date: April 5, 2021
- local: sagemaker-distributed-training-seq2seq
title: "Distributed Training: Train BART/T5 for Summarization using 🤗 Transformers and Amazon SageMaker"
date: April 8, 2021
- local: accelerate-library
title: Introducing 🤗 Accelerate
author: sgugger
date: April 16, 2021
- local: bert-cpu-scaling-part-1
title: "Scaling-up BERT Inference on CPU (Part 1)"
author: mfuntowicz
date: April 20, 2021
- local: gradio
title: "Using & Mixing Hugging Face Models with Gradio 2.0"
author: abidlabs
guest: true
date: May 25, 2021
- local: few-shot-learning-gpt-neo-and-inference-api
title: "Few-shot learning in practice: GPT-NEO and the 🤗 Accelerated Inference API"
date: June 3, 2021
- local: sentence-transformers-in-the-hub
title: "Sentence Transformers in the 🤗 Hub"
date: June 28, 2021
- local: deploy-hugging-face-models-easily-with-amazon-sagemaker
title: "Deploy Hugging Face models easily with Amazon SageMaker"
date: July 8, 2021
- local: spacy
title: "Welcome spaCy to the 🤗 Hub"
date: July 13, 2021
- local: collaborative-training
title: "Deep Learning over the Internet: Training Language Models Collaboratively"
date: July 15, 2021
- local: hardware-partners-program
title: "Introducing Optimum: The Optimization Toolkit for Transformers at Scale"
date: September 14, 2021
- local: graphcore
title: "Hugging Face and Graphcore partner for IPU-optimized Transformers"
date: September 14, 2021
- local: summer-at-huggingface
title: "Summer at Hugging Face ☀️"
date: September 24, 2021
- local: gradio-spaces
title: "Showcase Your Projects in Spaces using Gradio"
date: October 5, 2021
- local: streamlit-spaces
title: "Hosting your Models and Datasets on Hugging Face Spaces using Streamlit"
date: October 5, 2021
- local: fine-tune-clip-rsicd
title: "Fine tuning CLIP with Remote Sensing (Satellite) images and captions"
date: October 13, 2021