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_blog.yml
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# "thumbnail" attribute can be GIFs while in the blogpost itself it's better if it's a simple bitmap (because it will be used as a social thumbnail)
# make sure to optimize your "thumbnail" img with tinypng.com
- local: how-to-train
title: How to train a new language model from scratch using Transformers and Tokenizers
thumbnail: /blog/assets/01_how-to-train/how-to-train_blogpost.png
author: julien-c
date: February 14, 2020
tags:
- guide
- nlp
- local: how-to-generate
title: "How to generate text: using different decoding methods for language generation with Transformers"
author: patrickvonplaten
thumbnail: /blog/assets/02_how-to-generate/thumbnail.png
date: March, 2020
tags:
- guide
- nlp
- local: reformer
title: "The Reformer - Pushing the limits of language modeling"
author: patrickvonplaten
thumbnail: /blog/assets/03_reformer/thumbnail.png
date: July 3, 2020
tags:
- research
- nlp
- local: pytorch_block_sparse
title: Block Sparse Matrices for Smaller and Faster Language Models
author: madlag
thumbnail: /blog/assets/04_pytorch_block_sparse/thumbnail.png
date: Sep 10, 2020
tags:
- research
- nlp
- local: encoder-decoder
title: "Transformer-based Encoder-Decoder Models"
author: patrickvonplaten
thumbnail: /blog/assets/05_encoder_decoder/thumbnail.png
date: October 10, 2020
tags:
- research
- nlp
- local: ray-tune
title: "Hyperparameter Search with Transformers and Ray Tune"
thumbnail: /blog/assets/06_ray_tune/ray-hf.jpg
author: ray-project
guest: true
date: November 2, 2020
tags:
- open-source-collab
- nlp
- local: porting-fsmt
title: "Porting fairseq wmt19 translation system to transformers"
thumbnail: /blog/assets/07_porting_fsmt/thumbnail.png
author: stas
date: November 3, 2020
tags:
- open-source-collab
- nlp
- local: warm-starting-encoder-decoder
title: "Leveraging Pre-trained Language Model Checkpoints for Encoder-Decoder Models"
author: patrickvonplaten
thumbnail: /blog/assets/08_warm_starting_encoder_decoder/thumbnail.png
date: November 09, 2020
tags:
- guide
- nlp
- local: accelerated-inference
title: How we sped up transformer inference 100x for 🤗 API customers
author: Narsil
thumbnail: /blog/assets/09_accelerated_inference/thumbnail.png
date: January 18, 2021
tags:
- analysis
- nlp
- local: zero-deepspeed-fairscale
title: "Fit More and Train Faster With ZeRO via DeepSpeed and FairScale"
author: stas
thumbnail: /blog/assets/11_zero_deepspeed_fairscale/zero-partitioning.png
date: January 19, 2021
tags:
- guide
- local: tf-serving
title: "Faster TensorFlow models in Hugging Face Transformers"
author: jplu
thumbnail: /blog/assets/10_tf-serving/thumbnail.png
date: January 26, 2021
tags:
- guide
- nlp
- local: pytorch-xla
title: "Hugging Face on PyTorch / XLA TPUs"
thumbnail: /blog/assets/13_pytorch_xla/pytorch_xla_thumbnail.png
author: jysohn23
guest: true
date: February 9, 2021
tags:
- open-source-collab
- local: ray-rag
title: "Retrieval Augmented Generation with Huggingface Transformers and Ray"
thumbnail: /blog/assets/12_ray_rag/ray_arch_updated.png
author: amogkam
guest: true
date: February 10, 2021
tags:
- open-source-collab
- nlp
- local: simple-considerations
title: "Simple considerations for simple people building fancy neural networks"
author: VictorSanh
thumbnail: /blog/assets/13_simple-considerations/henry-co-3coKbdfnAFg-unsplash.jpg
date: February 25, 2021
tags:
- guide
- local: long-range-transformers
title: "Hugging Face Reads, Feb. 2021 - Long-range Transformers"
author: VictorSanh
thumbnail: /blog/assets/14_long_range_transformers/EfficientTransformerTaxonomy.png
date: March 09, 2021
tags:
- research
- nlp
- local: fine-tune-wav2vec2-english
title: "Fine-Tune Wav2Vec2 for English ASR with 🤗 Transformers"
author: patrickvonplaten
thumbnail: /blog/assets/15_fine_tune_wav2vec2/wav2vec2.png
date: March 12, 2021
tags:
- guide
- audio
- 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
tags:
- guide
- local: the-partnership-amazon-sagemaker-and-hugging-face
title: "The Partnership: Amazon SageMaker and Hugging Face"
author: philschmid
thumbnail: /blog/assets/17_the_partnership_amazon_sagemaker_and_hugging_face/thumbnail.png
date: March 23, 2021
tags:
- partnerships
- aws
- local: big-bird
title: "Understanding BigBird's Block Sparse Attention"
thumbnail: /blog/assets/18_big_bird/block-sparse-attn.gif
author: vasudevgupta
guest: true
date: March 31, 2021
tags:
- community
- research
- nlp
- local: sagemaker-distributed-training-seq2seq
title: "Distributed Training: Train BART/T5 for Summarization using 🤗 Transformers and Amazon SageMaker"
author: philschmid
thumbnail: /blog/assets/19_sagemaker_distributed_training_seq2seq/thumbnail.png
date: April 8, 2021
tags:
- guide
- partnerships
- aws
- nlp
- local: accelerate-library
title: Introducing 🤗 Accelerate
thumbnail: /blog/assets/20_accelerate_library/accelerate_diff.png
author: sgugger
date: April 16, 2021
tags:
- guide
- local: bert-cpu-scaling-part-1
title: "Scaling-up BERT Inference on CPU (Part 1)"
thumbnail: /blog/assets/21_bert_cpu_scaling_part_1/imgs/numa_set.png
author: mfuntowicz
date: April 20, 2021
tags:
- guide
- nlp
- partnerships
- intel
- local: gradio
title: "Using & Mixing Hugging Face Models with Gradio 2.0"
author: abidlabs
thumbnail: /blog/assets/22_gradio/gradio.png
guest: true
date: May 25, 2021
tags:
- open-source-collab
- guide
- local: few-shot-learning-gpt-neo-and-inference-api
title: "Few-shot learning in practice: GPT-NEO and the 🤗 Accelerated Inference API"
author: philschmid
thumbnail: /blog/assets/22_few_shot_learning_gpt_neo_and_inference_api/few-shot-prompt.png
date: June 3, 2021
tags:
- guide
- nlp
- local: sentence-transformers-in-the-hub
title: "Sentence Transformers in the 🤗 Hub"
author: nreimers
date: June 28, 2021
tags:
- open-source-collab
- nlp
- local: deploy-hugging-face-models-easily-with-amazon-sagemaker
title: "Deploy Hugging Face models easily with Amazon SageMaker"
author: philschmid
date: July 8, 2021
tags:
- guide
- partnerships
- aws
- local: spacy
title: "Welcome spaCy to the 🤗 Hub"
author: osanseviero
thumbnail: /blog/assets/23_spacy/thumbnail.png
date: July 13, 2021
tags:
- open-source-collab
- nlp
- local: collaborative-training
title: "Deep Learning over the Internet: Training Language Models Collaboratively"
author: mryab
guest: true
thumbnail: /blog/assets/24_sahajBERT/thumbnail.png
date: July 15, 2021
tags:
- research
- local: hardware-partners-program
title: "Introducing Optimum: The Optimization Toolkit for Transformers at Scale"
author: mfuntowicz
thumbnail: /blog/assets/25_hardware_partners_program/carbon_inc_quantizer.png
date: September 14, 2021
tags:
- guide
- local: graphcore
title: "Hugging Face and Graphcore partner for IPU-optimized Transformers"
author: sallydoherty
guest: true
thumbnail: /blog/assets/26_graphcore-ipu/thumbnail.png
date: September 14, 2021
tags:
- graphcore
- partnerships
- local: summer-at-huggingface
title: "Summer at Hugging Face ☀️"
author: huggingface
thumbnail: /blog/assets/27_summer_at_huggingface/thumbnail.png
date: September 24, 2021
tags:
- community
- local: gradio-spaces
title: "Showcase Your Projects in Spaces using Gradio"
author: merve
thumbnail: /blog/assets/28_gradio-spaces/thumbnail.png
date: October 5, 2021
tags:
- guide
- local: streamlit-spaces
title: "Hosting your Models and Datasets on Hugging Face Spaces using Streamlit"
author: merve
thumbnail: /blog/assets/29_streamlit-spaces/thumbnail.png
date: October 5, 2021
tags:
- guide
- local: fine-tune-clip-rsicd
title: "Fine tuning CLIP with Remote Sensing (Satellite) images and captions"
author: arampacha
guest: true
thumbnail: /blog/assets/30_clip_rsicd/clip-rsicd-header-image.png
date: October 13, 2021
tags:
- community
- cv
- nlp
- local: the-age-of-ml-as-code
title: "The Age of Machine Learning As Code Has Arrived"
author: juliensimon
thumbnail: /blog/assets/31_age_of_ml_as_code/01_entreprise_ml.png
date: October 20, 2021
tags:
- analysis
- local: 1b-sentence-embeddings
title: "Train a Sentence Embedding Model with 1B Training Pairs"
author: asi
guest: true
thumbnail: /blog/assets/32_1b_sentence_embeddings/model.png
date: October 25, 2021
tags:
- community
- nlp
- local: large-language-models
title: "Large Language Models: A New Moore's Law?"
author: juliensimon
thumbnail: /blog/assets/33_large_language_models/01_model_size.jpg
date: October 26, 2021
tags:
- analysis
- nlp
- local: course-launch-event
title: "Course Launch Community Event"
author: sgugger
thumbnail: /blog/assets/34_course_launch/speakers_day1.png
date: October 26, 2021
tags:
- community
- nlp
- local: bert-cpu-scaling-part-2
title: "Scaling up BERT-like model Inference on modern CPU - Part 2"
author: mfuntowicz
thumbnail: /blog/assets/35_bert_cpu_scaling_part_2/openmp.png
date: November 4, 2021
tags:
- partnerships
- intel
- guide
- nlp
- local: fine-tune-xlsr-wav2vec2
title: "Fine-tuning XLS-R for Multi-Lingual ASR with 🤗 Transformers"
author: patrickvonplaten
thumbnail: /blog/assets/16_fine_tune_xlsr_wav2vec2/xlsr_wav2vec2.png
date: November 15, 2021
tags:
- guide
- audio
- local: accelerating-pytorch
title: "Accelerating PyTorch distributed fine-tuning with Intel technologies"
author: juliensimon
thumbnail: /blog/assets/36_accelerating_pytorch/03_two_nodes.png
date: November 19, 2021
tags:
- guide
- local: data-measurements-tool
title: "Introducing the Data Measurements Tool: an Interactive Tool for Looking at Datasets"
author: sasha
thumbnail: /blog/assets/37_data-measurements-tool/basics_scroll.gif
date: November 29, 2021
tags:
- research
- local: graphcore-getting-started
title: "Getting Started with Hugging Face Transformers for IPUs with Optimum"
author: internetoftim
guest: true
thumbnail: /blog/assets/38_getting_started_graphcore/graphcore_1.png
date: November 30, 2021
tags:
- partnerships
- graphcore
- guide
- local: snowball-fight
title: "Introducing Snowball Fight ☃️, our First ML-Agents Environment"
author: ThomasSimonini
thumbnail: /blog/assets/39_introducing_snowball_fight/snowballfight.gif
date: December 2, 2021
tags:
- research
- rl
- local: codeparrot
title: "Training CodeParrot 🦜 from Scratch"
author: lvwerra
thumbnail: /blog/assets/40_codeparrot/thumbnail.png
date: December 8, 2021
tags:
- guide
- research
- nlp
- local: perceiver
title: "Perceiver IO: a scalable, fully-attentional model that works on any modality"
author: nielsr
thumbnail: /blog/assets/41_perceiver/thumbnail.png
date: December 15, 2021
tags:
- research
- guide
- nlp
- audio
- cv
- local: gradio-joins-hf
title: "Gradio joins Hugging Face!"
author: abidlabs
thumbnail: /blog/assets/42_gradio_joins_hf/thumbnail.png
date: December 21, 2021
tags:
- community
- open-source-collab
- local: autonlp-prodigy
title: "Active Learning with AutoNLP and Prodigy"
author: abhishek
thumbnail: /blog/assets/43_autonlp_prodigy/thumbnail.png
date: December 23, 2021
tags:
- research
- partnerships
- nlp
- local: gptj-sagemaker
title: "Deploy GPT-J 6B for inference using Hugging Face Transformers and Amazon SageMaker"
author: philschmid
thumbnail: /blog/assets/45_gptj_sagemaker/thumbnail.png
date: January 11, 2022
tags:
- partnerships
- aws
- guide
- nlp
- local: wav2vec2-with-ngram
title: "Boost Wav2Vec2 with n-gram LM in 🤗 Transformers"
author: patrickvonplaten
thumbnail: /blog/assets/44_boost_wav2vec2_ngram/wav2vec2_ngram.png
date: January 12, 2022
tags:
- research
- guide
- audio
- local: infinity-cpu-performance
title: "Case Study: Millisecond Latency using Hugging Face Infinity and modern CPUs"
author: philschmid
thumbnail: /blog/assets/46_infinity_cpu_performance/thumbnail.png
date: January 13, 2022
tags:
- analysis
- local: sb3
title: "Welcome Stable-baselines3 to the Hugging Face Hub 🤗"
author: ThomasSimonini
thumbnail: /blog/assets/47_sb3/thumbnail.png
date: January 21, 2022
tags:
- open-source-collab
- rl
- local: searching-the-hub
title: "Supercharged Searching on the Hugging Face Hub"
author: muellerzr
thumbnail: /blog/assets/48_hubsearch/thumbnail.png
date: January 25, 2022
tags:
- guide
- local: asr-chunking
title: "Making automatic speech recognition work on large files with Wav2Vec2 in 🤗 Transformers"
author: Narsil
thumbnail: /blog/assets/49_asr_chunking/thumbnail.png
date: February 1, 2022
tags:
- guide
- research
- audio
- local: sentiment-analysis-python
title: "Getting Started with Sentiment Analysis using Python"
author: FedericoPascual
thumbnail: /blog/assets/50_sentiment_python/thumbnail.png
date: February 2, 2022
tags:
- sentiment-analysis
- nlp
- guide
- local: fine-tune-vit
title: "Fine-Tune ViT for Image Classification with 🤗 Transformers"
author: nateraw
thumbnail: /blog/assets/51_fine_tune_vit/vit-thumbnail.jpg
date: February 11, 2022
tags:
- guide
- cv
- local: bert-101
title: "BERT 101 🤗 State Of The Art NLP Model Explained"
author: britneymuller
thumbnail: /blog/assets/52_bert_101/thumbnail.jpg
date: March 2, 2022
tags:
- guide
- nlp
- local: constrained-beam-search
title: "Guiding Text Generation with Constrained Beam Search in 🤗 Transformers"
author: cwkeam
guest: true
thumbnail: /blog/assets/53_constrained_beam_search/thumbnail.png
date: March 11, 2022
tags:
- guide
- nlp
- local: image-search-datasets
title: "Image search with 🤗 datasets"
author: davanstrien
thumbnail: /blog/assets/54_image_search_datasets/spaces_image_search.jpg
date: March 16, 2022
tags:
- cv
- local: bert-inferentia-sagemaker
title: "Accelerate BERT inference with Hugging Face Transformers and AWS inferentia"
author: philschmid
thumbnail: /blog/assets/55_bert_inferentia_sagemaker/thumbnail.png
date: March 16, 2022
tags:
- partnerships
- aws
- guide
- nlp
- local: fine-tune-segformer
title: "Fine-Tune a Semantic Segmentation Model with a Custom Dataset"
author: tobiasc
thumbnail: /blog/assets/56_fine_tune_segformer/thumb.png
date: March 17, 2022
tags:
- guide
- partnerships
- cv
- local: ai-residency
title: "Announcing the 🤗 AI Research Residency Program"
author: douwekiela
thumbnail: /blog/assets/57_ai_residency/residency-thumbnail.jpg
date: March 22, 2022
tags:
- community
- research
- local: meg-mitchell-interview
title: "Machine Learning Experts - Meg Mitchell Interview"
author: britneymuller
thumbnail: /blog/assets/57_meg_mitchell_interview/thumbnail.png
date: March 23, 2022
tags:
- expert-acceleration-program
- ml-experts
- local: decision-transformers
title: "Introducing Decision Transformers on Hugging Face 🤗"
author: edbeeching
thumbnail: /blog/assets/58_decision-transformers/thumbnail.jpg
date: March 28, 2022
tags:
- open-source-collab
- guide
- rl
- local: transformers-design-philosophy
title: "Don't repeat yourself - 🤗 Transformers Design Philosophy"
author: patrickvonplaten
thumbnail: /blog/assets/59_transformers_philosophy/transformers.png
date: April 5, 2022
tags:
- community
- local: habana
title: "Habana Labs and Hugging Face Partner to Accelerate Transformer Model Training"
author: susanlansing
thumbnail: /blog/assets/60_habana/habana.png
date: April 12, 2022
tags:
- partnerships
- local: lewis-tunstall-interview
title: "Machine Learning Experts - Lewis Tunstall Interview"
author: britneymuller
thumbnail: /blog/assets/60_lewis_tunstall_interview/thumbnail.png
date: April 13, 2022
tags:
- expert-acceleration-program
- ml-experts
- local: carbon-emissions-on-the-hub
title: "CO2 Emissions and the 🤗 Hub: Leading the Charge"
author: sasha
thumbnail: /blog/assets/60_carbon_emissions_on_the_hub/thumbnail.jpg
date: April 22, 2022
tags:
- community
- guide
- local: supercharge-customer-service-with-machine-learning
title: "Supercharged Customer Service with Machine Learning"
author: patrickvonplaten
thumbnail: /blog/assets/61_supercharged_customer_service_with_nlp/thumbnail.png
date: April 25, 2022
tags:
- guide
- nlp
- local: education
title: "Introducing Hugging Face for Education"
author: Violette
thumbnail: /blog/assets/61_education/thumbnail.png
date: April 25, 2022
tags:
- community
- local: getting-started-habana
title: "Getting Started with Transformers on Habana Gaudi"
author: juliensimon
thumbnail: /blog/assets/61_getting_started_habana/thumbnail.png
date: April 26, 2022
tags:
- partnerships
- guide
- local: ml-director-insights
title: "Director of Machine Learning Insights [Series]"
author: britneymuller
thumbnail: /blog/assets/61_ml_director_insights/thumbnail.png
date: April 27, 2022
tags:
- community
- research
- local: opinion-classification-with-kili
title: "Opinion Classification with Kili and HuggingFace AutoTrain"
author: alperiox
guest: true
thumbnail: /blog/assets/59_opinion-classification-with-kili/thumbnail.png
date: April 28, 2022
tags:
- guide
- local: pytorch-fsdp
title: "Accelerate Large Model Training using PyTorch Fully Sharded Data Parallel"
author: smangrul
thumbnail: /blog/assets/62_pytorch_fsdp/fsdp-thumbnail.png
date: May 2, 2022
tags:
- guide
- local: deep-rl-intro
title: "An Introduction to Deep Reinforcement Learning"
author: ThomasSimonini
thumbnail: /blog/assets/63_deep_rl_intro/thumbnail.png
date: May 4, 2022
tags:
- rl
- local: fastai
title: "Welcome fastai to the Hugging Face Hub"
author: espejelomar
thumbnail: /blog/assets/64_fastai/fastai_hf_blog.png
date: May 6, 2022
tags:
- guide
- open-source-collab
- community
- local: series-c
title: "We Raised $100 Million for Open & Collaborative Machine Learning 🚀"
author: The Hugging Face Team
thumbnail: /blog/assets/65_series_c/thumbnail.jpg
date: May 9, 2022
tags:
- news
- local: optimum-inference
title: "Accelerated Inference with Optimum and Transformers Pipelines"
author: philschmid
thumbnail: /blog/assets/66_optimum_inference/thumbnail.png
date: May 10, 2022
tags:
- guide
- community
- local: ambassadors
title: "Student Ambassador Program's call for applications is open!"
author: Violette
thumbnail: /blog/assets/67_ambassadors/thumbnail.png
date: May 13, 2022
tags:
- community
- local: ml-director-insights-2
title: "Director of Machine Learning Insights [Part 2: SaaS Edition]"
author: britneymuller
thumbnail: /blog/assets/67_ml_director_insights/thumbnail.png
date: May 13, 2022
tags:
- community
- research
- local: gradio-blocks
title: "Gradio 3.0 is Out!"
author: abidlabs
thumbnail: /blog/assets/68_gradio_blocks/block-party.png
date: May 16, 2022
tags:
- community
- open-source-collab
- local: fellowship
title: "Announcing the Hugging Face Fellowship Program"
author: espejelomar
thumbnail: /blog/assets/62_fellowship/fellowship-thumbnail.png
date: May 17, 2022
tags:
- community
- local: sasha-luccioni-interview
title: "Machine Learning Experts - Sasha Luccioni Interview"
author: britneymuller
thumbnail: /blog/assets/69_sasha_luccioni_interview/thumbnail.png
date: May 17, 2022
tags:
- expert-acceleration-program
- ml-experts
- local: deep-rl-q-part1
title: "An Introduction to Q-Learning Part 1"
author: ThomasSimonini
thumbnail: /blog/assets/70_deep_rl_q_part1/thumbnail.gif
date: May 18, 2022
tags:
- rl
- local: ethical-charter-multimodal
title: "Putting ethical principles at the core of research lifecycle"
author: SaulLu
thumbnail: /blog/assets/71_ethical-charter/thumbnail.jpg
date: May 19, 2022
tags:
- research
- nlp
- audio
- cv
- local: sempre-health-eap-case-study
title: "How Sempre Health is leveraging the Expert Acceleration Program to accelerate their ML roadmap"
author: federicopascual
thumbnail: /blog/assets/70_sempre_health/thumbnail.jpg
date: May 19, 2022
tags:
- expert-acceleration-program
- case-study
- case-studies
- local: deep-rl-q-part2
title: "An Introduction to Q-Learning Part 2"
author: ThomasSimonini
thumbnail: /blog/assets/73_deep_rl_q_part2/thumbnail.gif
date: May 20, 2022
tags:
- rl
- local: tapex
title: "Efficient Table Pre-training without Real Data: An Introduction to TAPEX"
author: SivilTaram
thumbnail: /blog/assets/74_tapex/thumbnail.png
guest: true
date: May 23, 2022
tags:
- research
- nlp
- community
- local: community-update
title: "Introducing Pull Requests and Discussions 🥳"
author: victor
thumbnail: /blog/assets/76_community_update/thumbnail.png
date: May 25, 2022
tags:
- launch
- local: graphcore-update
title: "Graphcore and Hugging Face Launch New Lineup of IPU-Ready Transformers"
author: sallydoherty
thumbnail: /blog/assets/77_graphcore-update/graphcore_update.png
date: May 26, 2022
tags:
- graphcore
- partnerships
- local: deep-rl-dqn
title: "Deep Q-Learning with Atari"
author: ThomasSimonini
thumbnail: /blog/assets/78_deep_rl_dqn/thumbnail.gif
date: June 7, 2022
tags:
- rl
- local: annotated-diffusion
title: "The Annotated Diffusion Model"
author: nielsr
thumbnail: /blog/assets/78_annotated-diffusion/thumbnail.png
date: June 7, 2022
tags:
- guide
- diffusion
- stable-diffusion
- local: ml-director-insights-3
title: "Director of Machine Learning Insights [Part 3: Finance Edition]"
author: britneymuller
thumbnail: /blog/assets/78_ml_director_insights/thumbnail.png
date: June 14, 2022
tags:
- community
- research
- local: intel
title: "Intel and Hugging Face Partner to Democratize Machine Learning Hardware Acceleration"
author: juliensimon
thumbnail: /blog/assets/80_intel/01.png
date: June 15, 2022
tags:
- hardware
- intel
- guide
- local: convert-transformers-to-onnx
title: "Convert Transformers to ONNX with Hugging Face Optimum"
author: philschmid
thumbnail: /blog/assets/81_convert_transformers_to_onnx/thumbnail.png
date: June 22, 2022
tags:
- guide
- community
- hardware
- local: getting-started-with-embeddings
title: "Getting Started With Embeddings"
author: espejelomar
thumbnail: /blog/assets/80_getting_started_with_embeddings/thumbnail.png
date: June 23, 2022
tags:
- guide
- nlp
- local: eval-on-the-hub
title: "Announcing Evaluation on the Hub"
author: douwekiela
thumbnail: /blog/assets/82_eval_on_the_hub/thumbnail.png
date: June 28, 2022
tags:
- community
- launch
- guide
- local: accelerate-deepspeed
title: "Accelerate Large Model Training using DeepSpeed"
author: smangrul
thumbnail: /blog/assets/83_accelerate_deepspeed/deepspeed-thumbnail.png
date: June 28, 2022
tags:
- guide
- local: your-first-ml-project
title: "Liftoff! How to get started with your first ML project 🚀"
author: nimaboscarino
thumbnail: /blog/assets/84_first_ml_project/thumbnail.png
date: June 29, 2022
tags:
- guide
- local: deep-rl-pg
title: "Policy Gradient with PyTorch"
author: ThomasSimonini
thumbnail: /blog/assets/85_policy_gradient/thumbnail.gif
date: June 30, 2022
tags:
- rl
- local: sentiment-analysis-twitter
title: "Getting Started with Sentiment Analysis on Twitter"
author: FedericoPascual
thumbnail: /blog/assets/85_sentiment_analysis_twitter/thumbnail.png
date: July 7, 2022
tags:
- sentiment-analysis
- nlp
- guide
- local: bloom
title: "Introducing The World's Largest Open Multilingual Language Model: BLOOM"
author: BigScience
thumbnail: /blog/assets/86_bloom/thumbnail.png
date: July 12, 2022
tags:
- open-source-collab
- community
- research
- local: playlist-generator
title: "Building a Playlist Generator with Sentence Transformers"
author: NimaBoscarino
thumbnail: /blog/assets/87_playlist_generator/thumbnail.png
date: July 13, 2022
tags:
- nlp
- guide
- local: bloom-megatron-deepspeed
title: "The Technology Behind BLOOM Training"
author: stas
thumbnail: /blog/assets/86_bloom_megatron_deepspeed/thumbnail.png
date: July 14, 2022
tags:
- nlp
- llm
- local: mnist-adversarial
title: "How to train your model dynamically using adversarial data"
author: chrisjay
thumbnail: /blog/assets/88_mnist_adversarial/mnist-adversarial.png
date: July 16, 2022
tags:
- mnist
- adversarial
- guide
- local: deep-rl-a2c
title: "Advantage Actor Critic (A2C)"
author: ThomasSimonini
thumbnail: /blog/assets/89_deep_rl_a2c/thumbnail.gif
date: July 22, 2022
tags:
- rl
- local: tf-serving-vision
title: "Deploying TensorFlow Vision Models in Hugging Face with TF Serving"
author: sayakpaul
thumbnail: /blog/assets/90_tf_serving_vision/thumbnail.png
date: July 25, 2022
tags:
- guide
- cv
- local: tf-xla-generate
title: "Faster Text Generation with TensorFlow and XLA"
author: joaogante
thumbnail: /blog/assets/91_tf_xla_generate/thumbnail.png
date: July 27, 2022
tags:
- nlp
- guide
- local: datasets-docs-update
title: "Introducing new audio and vision documentation in 🤗 Datasets"
author: stevhliu
thumbnail: /blog/assets/87_datasets-docs-update/thumbnail.gif
date: July 28, 2022
tags:
- audio
- cv
- community
- announcement
- local: us-national-ai-research-resource