_blog.yml

# "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

- external: https://huggingface.co/zero-shot
  title: "Zero Shot Topic Classification"
  author: joeddav
  date: May 29, 2020
  tags:
    - research
    - nlp

- external: https://huggingface.co/calculator
  title: "How Big Should My Language Model Be?"
  author: teven
  date: June 8, 2020
  tags:
    - research
    - nlp

- external: https://yjernite.github.io/lfqa.html
  title: "Long Form Question Answering with ELI5"
  author: yjernite
  date: June 17, 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

- external: https://huggingface.co/rag
  title: "Retrieval Augmented Generation (RAG)"
  author: yjernite
  date: September 28, 2020
  tags:
    - guide
    - 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

- external: https://huggingface.co/blog/how_many_data_points
  title: "How many data points is a prompt worth?"
  author: teven
  date: April 5, 2021
  tags:
    - 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: segments-tobias
  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

- external: https://huggingface.co/spaces/loubnabnl/code-generation-models
  title: "Code generation with Hugging Face"
  author: loubnabnl
  thumbnail: /blog/assets/79_code_generation_space/code_generation.png
  date: June 8, 2022
  tags:
    - guide
    - research
    - nlp

- external: https://huggingface.co/spaces/sentence-transformers/Sentence_Transformers_for_semantic_search
  title: "Using Sentence Transformers for semantic search"
  author: espejelomar
  thumbnail: /blog/assets/79_st_semantic_search/thumbnail.png
  date: June 10, 2022
  tags:
  - nlp
  - guide

- 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
  title: "AI Policy @🤗: Comments on U.S. National AI Research Resource Interim Report"
  author: irenesolaiman
  thumbnail: /blog/assets/92_us_national_ai_research_resource/nairr_thumbnail.png
  date: August 1, 2022
  tags:
    - community
    - ethics

- local: nystromformer
  title: "Nyströmformer, Approximating self-attention in linear time and memory via the Nyström method"
  author: novice03
  thumbnail: /blog/assets/86_nystromformer/thumbnail.png
  date: August 2, 2022
  tags:
    - research
    - nlp

- local: introducing-private-hub
  title: "Introducing the Private Hub: A New Way to Build With Machine Learning"
  author: FedericoPascual
  thumbnail: /blog/assets/92_introducing_private_hub/thumbnail.png
  date: August 3, 2022
  tags:
    - announcement
    - enterprise
    - hub

- local: deep-rl-ppo
  title: "Proximal Policy Optimization (PPO)"
  author: ThomasSimonini
  thumbnail: /blog/assets/93_deep_rl_ppo/thumbnail.png
  date: August 5, 2022
  tags:
  - rl


- local: how-to-train-sentence-transformers
  title: "Train and Fine-Tune Sentence Transformers Models"
  author: espejelomar
  thumbnail: /blog/assets/95_training_st_models/thumbnail.png
  date: August 10, 2022
  tags:
  - guide
  - nlp


- local: deploy-tfserving-kubernetes
  title: "Deploying 🤗 ViT on Kubernetes with TF Serving"
  author: chansung
  thumbnail: /blog/assets/94_tf_serving_kubernetes/thumb.png
  date: August 11, 2022
  tags:
    - guide
    - cv

- local: tensorflow-philosophy
  title: "Hugging Face's TensorFlow Philosophy"
  author: rocketknight1
  thumbnail: /blog/assets/96_tensorflow_philosophy/thumbnail.png
  date: August 12, 2022
  tags:
    - nlp
    - cv
    - guide

- local: skops
  title: Introducing Skops
  author: merve
  thumbnail: /blog/assets/94_skops/introducing_skops.png
  date: August 12, 2022
  tags:
    - open-source-collab
    - scikit-learn
    - announcement
    - guide

- local: hf-bitsandbytes-integration
  title: "A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using transformers, accelerate and bitsandbytes"
  author: ybelkada
  thumbnail: /blog/assets/96_hf_bitsandbytes_integration/Thumbnail_blue.png
  date: August 17, 2022
  tags:
    - nlp
    - llm
    - quantization

- local: vision-transformers
  title: "Deep Dive: Vision Transformers On Hugging Face Optimum Graphcore"
  author: juliensimon
  thumbnail: /blog/assets/97_vision_transformers/thumbnail.jpg
  date: August 18, 2022
  tags:
    - vision
    - graphcore

- local: deploy-vertex-ai
  title: "Deploying 🤗 ViT on Vertex AI"
  author: sayakpaul
  thumbnail: /blog/assets/97_vertex_ai/image1.png
  date: August 19, 2022
  tags:
    - guide
    - cv

- local: pretraining-bert
  title: "Pre-Train BERT with Hugging Face Transformers and Habana Gaudi"
  author: philschmid
  thumbnail: /blog/assets/99_pretraining_bert/thumbnail.png
  date: August 22, 2022
  tags:
    - nlp
    - partnerships
    - guide

- local: stable_diffusion
  title: "Stable Diffusion with 🧨 Diffusers"
  author: valhalla
  thumbnail: /blog/assets/98_stable_diffusion/thumbnail.png
  date: August 22, 2022
  tags:
  - guide
  - diffusion
  - nlp
  - text to image
  - clip
  - stable-diffusion
  - dalle

- local: spaces_3dmoljs
  title: "Visualize proteins on Hugging Face Spaces"
  author: duerrsimon
  thumbnail: /blog/assets/98_spaces_3dmoljs/thumbnail.png
  date: August 24, 2022
  tags:
    - research

- local: open_rail
  title: "OpenRAIL: Towards open and responsible AI licensing frameworks"
  author: CarlosMFerr
  thumbnail: /blog/assets/100_open_rail/100_open-rail.png
  date: August 31, 2022
  tags:
    - community

- local: train-decision-transformers
  title: "Train your first Decision Transformer"
  author: edbeeching
  thumbnail: /blog/assets/101_train-decision-transformers/thumbnail.gif
  date: September 08, 2022
  tags:
    - rl

- local: diffusers-2nd-month
  title: "What's new in Diffusers? 🎨"
  author: osanseviero
  thumbnail: /blog/assets/102_diffusers_2nd_month/inpainting.png
  date: September 12, 2022
  tags:
  - guide
  - diffusion
  - text_to_image
  - stable-diffusion

- local: megatron-training
  title: "How to train a Language Model with Megatron-LM"
  author: loubnabnl
  thumbnail: /blog/assets/100_megatron_training/thumbnail.png
  date: September 7, 2022
  tags:
    - guide
    - nlp

- local: bloom-inference-pytorch-scripts
  title: "Incredibly Fast BLOOM Inference with DeepSpeed and Accelerate"
  author: stas
  thumbnail: /blog/assets/bloom-inference-pytorch-scripts/thumbnail.png
  date: Sep 16, 2022
  tags:
    - nlp
    - llm
    - bloom
    - inference

- local: ethics-soc-1
  title: "Ethics and Society Newsletter #1"
  author: meg
  thumbnail: /blog/assets/103_ethics-soc-1/thumbnail.png
  date: Sep 22, 2022
  tags:
    - ethics

- local: setfit
  title: "SetFit: Efficient Few-Shot Learning Without Prompts"
  author: Unso
  thumbnail: /blog/assets/103_setfit/intel_hf_logo.png
  date: September 26, 2022
  tags:
    - research
    - nlp

- local: accelerate-large-models
  title: "How 🤗 Accelerate runs very large models thanks to PyTorch"
  author: sgugger
  thumbnail: /blog/assets/104_accelerate-large-models/thumbnail.png
  date: September 27, 2022
  tags:
    - guide
    - research
    - open-source-collab

- local: autotrain-image-classification
  title: "Image Classification with AutoTrain"
  author: NimaBoscarino
  thumbnail: /blog/assets/105_autotrain-image-classification/thumbnail.png
  date: Sep 28, 2022
  tags:
    - autotrain
    - cv
    - guide

- local: zero-shot-eval-on-the-hub
  title: "Very Large Language Models and How to Evaluate Them"
  author: mathemakitten
  thumbnail: /blog/assets/106_zero_shot_eval_on_the_hub/thumbnail.png
  date: Oct 3, 2022
  tags:
    - autotrain
    - research
    - nlp

- local: japanese-stable-diffusion
  title: "Japanese Stable Diffusion"
  author: mkshing
  thumbnail: /blog/assets/106_japanese_stable_diffusion/jsd_thumbnail.png
  date: Oct 5, 2022
  tags:
    - diffusion
    - nlp
    - text-to-image
    - clip
    - stable-diffusion

- local: introducing-doi
  title: "Introducing DOI: the Digital Object Identifier to Datasets and Models"
  author: sylvestre
  thumbnail: /blog/assets/107_launching_doi/thumbnail.jpeg
  date: Oct 7, 2022
  tags:
    - community

- local: bloom-inference-optimization
  title: "Optimization story: Bloom inference"
  author: Narsil
  thumbnail: /blog/assets/bloom-inference-pytorch-scripts/thumbnail.png
  date: Oct 12, 2022
  tags:
    - open-source-collab
    - community
    - research

- local: stable_diffusion_jax
  title: "Stable Diffusion in JAX/Flax 🚀"
  author: pcuenca
  thumbnail: /blog/assets/108_stable_diffusion_jax/thumbnail.png
  date: Oct 13, 2022
  tags:
    - guide
    - diffusion
    - nlp
    - text-to-image
    - clip
    - stable-diffusion
    - dalle

- local: inference-endpoints
  title: "Getting started with Hugging Face Inference Endpoints"
  author: julsimon
  thumbnail: /blog/assets/109_inference_endpoints/endpoints05.png
  date: Oct 14, 2022
  tags:
    - guide
    - cloud
    - inference

- local: mteb
  title: "MTEB: Massive Text Embedding Benchmark"
  author: Muennighoff
  thumbnail: /blog/assets/110_mteb/thumbnail.png
  date: Oct 19, 2022
  tags:
    - nlp
    - research
    - llm
- local: pytorch-ddp-accelerate-transformers
  title: "From PyTorch DDP to 🤗 Accelerate to 🤗 Trainer, mastery of distributed training with ease"
  author: muellerzr
  thumbnail: /blog/assets/111_pytorch_ddp_accelerate_transformers/thumbnail.png
  date: October 21, 2022
  tags:
    - guide
    - research
    - open-source-collab

- local: evaluating-llm-bias
  title: "Evaluating Language Model Bias with 🤗 Evaluate"
  author: sasha
  thumbnail: /blog/assets/112_evaluating-llm-bias/thumbnail.png
  date: Oct 24, 2022
  tags:
    - ethics
    - research
    - nlp

- local: openvino
  title: "Accelerate your models with 🤗 Optimum Intel and OpenVINO"
  author: echarlaix
  thumbnail: /blog/assets/113_openvino/thumbnail.png
  date: November 2, 2022
  tags:
    - hardware
    - intel
    - guide

- local: fine-tune-whisper
  title: "Fine-Tune Whisper with 🤗 Transformers"
  author: sanchit-gandhi
  thumbnail: /blog/assets/111_fine_tune_whisper/thumbnail.jpg
  date: Nov 3, 2022
  tags:
    - guide
    - audio

- local: dreambooth
  title: "Training Stable Diffusion with Dreambooth using 🧨 Diffusers"
  author: valhalla
  thumbnail: /blog/assets/sd_dreambooth_training/thumbnail.jpg
  date: November 7, 2022
  tags:
    - diffusers
    - stable-diffusion
    - dreambooth
    - fine-tuning
    - guide

- local: pricing-update
  title: "Introducing our new pricing"
  author: sbrandeis
  thumbnail: /blog/assets/114_pricing-update/thumbnail.png
  date: November 8, 2022
  tags:
    - announcement

- local: introducing-csearch
  title: "Generating Human-level Text with Contrastive Search in Transformers 🤗"
  author: yxuansu
  thumbnail: /blog/assets/115_introducing_contrastive_search/thumbnail.png
  date: Nov 8, 2022
  tags:
    - nlp
    - text generation
    - research

- local: sentiment-analysis-fhe
  title: "Sentiment Classification with Fully Homomorphic Encryption using Concrete ML"
  author: jfrery-zama
  thumbnail: /blog/assets/sentiment-analysis-fhe/thumbnail.png
  date: November 17, 2022
  tags:
    - guide
    - privacy
    - research
    - FHE

- local: arxiv
  title: "Hugging Face Machine Learning Demos on arXiv"
  author: abidlabs
  thumbnail: /blog/assets/arxiv/thumbnail.png
  date: Nov 17, 2022
  tags:
    - research
    - community

- local: ml-director-insights-4
  title: "Director of Machine Learning Insights [Part 4]"
  author: Violette
  thumbnail: /blog/assets/78_ml_director_insights/part4.png
  date: November 23, 2022
  tags:
    - community
    - research

- local: inference-update
  title: "An Overview of Inference Solutions on Hugging Face"
  author: julsimon
  thumbnail: /blog/assets/116_inference_update/widget.png
  date: Nov 21, 2022
  tags:
    - guide
    - inference

- local: document-ai
  title: "Accelerating Document AI"
  author: rajistics
  thumbnail: /blog/assets/112_document-ai/thumbnail.png
  date: Nov 21, 2022
  tags:
    - guide
    - expert-acceleration-program
    - case-studies

- local: diffusion-models-event
  title: "Diffusion Models Live Event"
  author: lewtun
  thumbnail: /blog/assets/diffusion-models-event/thumbnail.png
  date: Nov 25, 2022
  tags:
  - diffusion
  - nlp
  - text to image
  - clip
  - stable-diffusion
  - dalle

- local: interns-2023
  title: "We are hiring interns!"
  author: douwekiela
  thumbnail: /blog/assets/interns-2023/thumbnail.png
  date: November 29, 2022
  tags:
    - community
    - announcement

- local: vq-diffusion
  title: "VQ Diffusion with 🧨 Diffusers"
  author: williamberman
  thumbnail: /blog/assets/117_vq_diffusion/thumbnail.png
  date: November 30, 2022
  tags:
    - diffusers
    - diffusion
    - text-to-image

- local: time-series-transformers
  title: "Probabilistic Time Series Forecasting with 🤗 Transformers"
  author: nielsr
  thumbnail: /blog/assets/118_time-series-transformers/thumbnail.png
  date: December 1, 2022
  tags:
    - research
    - time-series

- local: diffusers-coreml
  title: "Using Stable Diffusion with Core ML on Apple Silicon"
  author: pcuenca
  thumbnail: /blog/assets/diffusers_coreml/thumbnail.png
  date: December 1, 2022
  tags:
    - coreml
    - diffusers
    - stable-diffusion
    - diffusion

- local: deep-learning-with-proteins
  title: "Deep Learning with Proteins"
  author: rocketknight1
  thumbnail: /blog/assets/119_deep_learning_with_proteins/folding_example.png
  date: December 2, 2022
  tags:
    - guide
    - fine-tuning

- local: elixir-bumblebee
  title: "From GPT2 to Stable Diffusion: Hugging Face arrives to the Elixir community"
  author: josevalim
  thumbnail: /blog/assets/120_elixir-bumblebee/thumbnail.png
  date: December 9, 2022
  tags:
    - elixir
    - transformers
    - stable-diffusion
    - nlp
    - open-source-collab

- local: rlhf
  title: "Illustrating Reinforcement Learning from Human Feedback (RLHF)"
  author: natolambert
  thumbnail: /blog/assets/120_rlhf/thumbnail.png
  date: December 9, 2022
  tags:
    - rlhf
    - rl
    - guide

- local: habana-gaudi-2-benchmark
  title: "Faster Training and Inference: Habana Gaudi®2 vs Nvidia A100 80GB"
  author: regisss
  thumbnail: /blog/assets/habana-gaudi-2-benchmark/thumbnail.png
  date: December 14, 2022
  tags:
    - partnerships
    - habana

- local: audio-datasets
  title: "A Complete Guide to Audio Datasets"
  author: sanchit-gandhi
  thumbnail: /blog/assets/116_audio_datasets/thumbnail.jpg
  date: Dec 15, 2022
  tags:
    - guide
    - audio

- local: ethics-soc-2
  title: "Ethics and Society Newsletter #2: Let's talk about bias!"
  author: yjernite
  thumbnail: /blog/assets/122_ethics_soc_2/thumbnail-solstice.png
  date: Dec 15, 2022
  tags:
    - ethics

- local: model-cards
  title: "Model Cards: Introducing HF Model documentation tools"
  author: Ezi
  thumbnail: /blog/assets/121_model-cards/thumbnail.png
  date: December 20, 2022
  tags:
    - community
    - research
    - ethics
    - guide

- local: clipseg-zero-shot
  title: "Zero-shot image segmentation with CLIPSeg"
  author: segments-tobias
  thumbnail: /blog/assets/123_clipseg-zero-shot/thumb.png
  date: December 21, 2022
  tags:
    - guide
    - partnerships
    - cv
    - clip

- local: intel-sapphire-rapids
  title: "Accelerating PyTorch Transformers with Intel Sapphire Rapids, part 1"
  author: juliensimon
  thumbnail: /blog/assets/124_intel_sapphire_rapids/02.png
  date: January 2, 2023
  tags:
    - guide
    - intel
    - hardware
    - partnerships

- local: ml-for-games-1
  title: "AI for Game Development: Creating a Farming Game in 5 Days. Part 1"
  author: dylanebert
  thumbnail: /blog/assets/124_ml-for-games/thumbnail.png
  date: January 2, 2023
  tags:
    - community
    - stable-diffusion
    - guide
    - game-dev

- local: intro-graphml
  title: "Introduction to Graph Machine Learning"
  author: clefourrier
  thumbnail: /blog/assets/125_intro-to-graphml/thumbnail.png
  date: January 3, 2023
  tags:
    - community
    - guide
    - graphs

- local: ml-for-games-2
  title: "AI for Game Development: Creating a Farming Game in 5 Days. Part 2"
  author: dylanebert
  thumbnail: /blog/assets/124_ml-for-games/thumbnail2.png
  date: January 9, 2023
  tags:
    - community
    - guide
    - game-dev

- local: image-similarity
  title: "Image Similarity with Hugging Face Datasets and Transformers"
  author: sayakpaul
  thumbnail: /blog/assets/image_similarity/thumbnail.png
  date: Jan 16, 2023
  tags:
    - guide
    - cv

- local: paddlepaddle
  title: "Welcome PaddlePaddle to the Hugging Face Hub"
  author: paddlepaddle
  guest: true
  thumbnail: /blog/assets/126_paddlepaddle/thumbnail.jpg
  date: January 17, 2023
  tags:
    - open-source-collab
    - nlp

- local: mask2former
  title: "Universal Image Segmentation with Mask2Former and OneFormer"
  author: nielsr
  thumbnail: /blog/assets/127_mask2former/thumbnail.png
  date: Jan 19, 2023
  tags:
    - cv
    - guide

- local: ml-for-games-3
  title: "3D Asset Generation: AI for Game Development #3"
  author: dylanebert
  thumbnail: /blog/assets/124_ml-for-games/thumbnail3.png
  date: January 20, 2023
  tags:
    - community
    - guide
    - game-dev

- local: optimum-onnxruntime-training
  title: "Optimum+ONNX Runtime - Easier, Faster training for your Hugging Face models"
  author: Jingya
  thumbnail: /blog/assets/optimum_onnxruntime-training/thumbnail.png
  date: January 24, 2023
  tags:
    - guide
    - community
    - onnxruntime

- local: dialog-agents
  title: "What Makes a Dialog Agent Useful?"
  author: nazneen
  thumbnail: /blog/assets/dialog-agents/thumbnail.png
  date: January 24, 2023
  tags:
    - rlhf
    - ChatGPT
    - cot
    - ift
    - sft

- local: lora
  title: "Using LoRA for Efficient Stable Diffusion Fine-Tuning"
  author: pcuenq
  thumbnail: /blog/assets/lora/thumbnail.png
  date: January 26, 2023
  tags:
    - diffusers
    - stable-diffusion
    - dreambooth
    - fine-tuning
    - guide

- local: ml-for-games-4
  title: "2D Asset Generation: AI for Game Development #4"
  author: dylanebert
  thumbnail: /blog/assets/124_ml-for-games/thumbnail4.png
  date: January 26, 2023
  tags:
    - community
    - guide
    - game-dev

- local: cv_state
  title: "The State of Computer Vision at Hugging Face 🤗"
  author: sayakpaul
  thumbnail: /blog/assets/cv_state/thumbnail.png
  date: January 30, 2023
  tags:
    - community
    - guide
    - cv

- local: vision_language_pretraining
  title: "A Dive into Pretraining Strategies for Vision-Language Models"
  author: adirik
  thumbnail: /blog/assets/128_vision_language_pretraining/thumbnail.png
  date: February 03, 2023
  tags:
    - cv
    - guide
    - multimodal

- local: intel-sapphire-rapids-inference
  title: "Accelerating PyTorch Transformers with Intel Sapphire Rapids, part 2"
  author: juliensimon
  thumbnail: /blog/assets/129_intel_sapphire_rapids_inference/01.png
  date: February 6, 2023
  tags:
    - guide
    - intel
    - hardware
    - partnerships

- local: aivsai
  title: "Introducing ⚔️ AI vs. AI ⚔️ a deep reinforcement learning multi-agents competition system"
  author: CarlCochet
  thumbnail: /blog/assets/128_aivsai/thumbnail.png
  date: February 07, 2023
  tags:
    - rl

- local: ml-for-games-5
  title: "Generating Stories: AI for Game Development #5"
  author: dylanebert
  thumbnail: /blog/assets/124_ml-for-games/thumbnail5.png
  date: February 07, 2023
  tags:
    - community
    - guide
    - game-dev

- local: speecht5
  title: "Speech Synthesis, Recognition, and More With SpeechT5"
  author: Matthijs
  thumbnail: /blog/assets/speecht5/thumbnail.png
  date: February 8, 2023
  tags:
    - guide
    - audio

- local: peft
  title: "🤗 PEFT: Parameter-Efficient Fine-Tuning of Billion-Scale Models on Low-Resource Hardware"
  author: smangrul
  thumbnail: /blog/assets/130_peft/thumbnail.png
  date: February 10, 2023
  tags:
    - guide
    - nlp
    - cv
    - multimodal
    - fine-tuning
    - community
    - dreambooth

- local: mantis-case-study
  title: "Why we’re switching to Hugging Face Inference Endpoints, and maybe you should too"
  author: mattupson
  guest: true
  thumbnail: /blog/assets/78_ml_director_insights/mantis1.png
  date: February 15, 2023
  tags:
    - case-studies

- local: blip-2
  title: "Zero-shot image-to-text generation with BLIP-2"
  author: MariaK
  thumbnail: /blog/assets/blip-2/thumbnail.png
  date: February 15, 2023
  tags:
    - guide
    - nlp
    - cv
    - multimodal

- local: aws-partnership
  title: "Hugging Face and AWS partner to make AI more accessible"
  author: jeffboudier
  thumbnail: /blog/assets/131_aws-partnership/aws-partnership-thumbnail.png
  date: February 21, 2023
  tags:
    - partnerships
    - aws
    - nlp
    - cv

- local: fast-mac-diffusers
  title: "Swift Diffusers: Fast Stable Diffusion for Mac"
  author: pcuenq
  thumbnail: /blog/assets/fast-mac-diffusers/thumbnail.png
  date: February 24, 2023
  tags:
    - coreml
    - diffusers
    - stable-diffusion
    - diffusion

- local: red-teaming
  title: "Red-Teaming Large Language Models"
  author: nazneen
  thumbnail: /blog/assets/red-teaming/thumbnail.png
  date: February 24, 2023
  tags:
    - llms
    - rlhf
    - red-teaming
    - chatgpt
    - safety
    - alignment


- local: classification-use-cases
  title: "How Hugging Face Accelerated Development of Witty Works Writing Assistant"
  author: Violette
  thumbnail: /blog/assets/78_ml_director_insights/witty-works.png
  date: March 1, 2023
  tags:
    - nlp
    - case-studies

- local: ethics-diffusers
  title: "Ethical guidelines for developing the Diffusers library"
  author: giadap
  thumbnail: /blog/assets/ethics-diffusers/thumbnail.png
  date: March 2, 2023
  tags:
    - ethics
    - diffusers

- local: controlnet
  title: "ControlNet in Diffusers 🧨"
  author: sayakpaul
  thumbnail: /blog/assets/controlnet/thumbnail.png
  date: March 3, 2023
  tags:
    - diffusers

- local: using-ml-for-disasters
  title: "Using Machine Learning to Aid Survivors and Race through Time"
  author: merve
  thumbnail: /blog/assets/using-ml-for-disasters/thumbnail.png
  date: March 3, 2023
  tags:
    - nlp
    - transformers
    - object-detection

- local: vit-align
  title: "New ViT and ALIGN Models From Kakao Brain"
  author: adirik
  thumbnail: /blog/assets/132_vit_align/thumbnail.png
  date: March 6, 2023
  tags:
    - cv
    - guide
    - partnerships
    - multimodal

- local: trl-peft
  title: "Fine-tuning 20B LLMs with RLHF on a 24GB consumer GPU"
  author: edbeeching
  thumbnail: /blog/assets/133_trl_peft/thumbnail.png
  date: March 9, 2023
  tags:
    - rl
    - rlhf
    - nlp

- local: informer
  title: "Multivariate Probabilistic Time Series Forecasting with Informer"
  author: elisim
  thumbnail: /blog/assets/134_informer/thumbnail.png
  date: March 10, 2023
  tags:
    - guide
    - research
    - time-series

- local: notebooks-hub
  title: "Jupyter X Hugging Face"
  author: davanstrien
  thumbnail: /blog/assets/135_notebooks-hub/before_after_notebook_rendering.png
  date: March 23, 2023
  tags:
    - partnerships
    - announcement

- local: train-your-controlnet
  title: "Train your ControlNet with diffusers"
  author: multimodalart
  thumbnail: /blog/assets/136_train-your-controlnet/thumbnail.png
  date: March 24, 2023
  tags:
    - guide
    - diffusion
    - stable-diffusion

- local: fl-with-flower
  title: "Federated Learning using Hugging Face and Flower"
  author: charlesbvll
  guest: true
  thumbnail: /blog/assets/fl-with-flower/thumbnail.png
  date: March 27, 2023
  tags:
    - nlp
    - transformers
    - guide
    - flower
    - federated-learning
    - fl
    - open-source-collab

- local: stable-diffusion-inference-intel
  title: "Accelerating Stable Diffusion Inference on Intel CPUs"
  author: juliensimon
  thumbnail: /blog/assets/136_stable_diffusion_inference_intel/01.png
  date: March 28, 2023
  tags:
    - hardware
    - intel
    - guide

- local: habana-gaudi-2-bloom
  title: "Fast Inference on Large Language Models: BLOOMZ on Habana Gaudi2 Accelerator"
  author: regisss
  thumbnail: /blog/assets/habana-gaudi-2-bloom/thumbnail.png
  date: March 28, 2023
  tags:
    - habana
    - partnerships
    - hardware
    - nlp
    - llm
    - bloom
    - inference

- local: ethics-soc-3
  title: "Ethics and Society Newsletter #3: Ethical Openness at Hugging Face"
  author: irenesolaiman
  thumbnail: /blog/assets/137_ethics_soc_3/ethics_3_thumbnail.png
  date: Mar 30, 2023
  tags:
    - ethics

- local: stackllama
  title: "StackLLaMA: A hands-on guide to train LLaMA with RLHF"
  author: edbeeching
  thumbnail: /blog/assets/138_stackllama/thumbnail.png
  date: April 5, 2023
  tags:
    - rl
    - rlhf
    - nlp

- local: snorkel-case-study
  title: "Snorkel AI x Hugging Face: unlock foundation models for enterprises"
  author: Violette
  thumbnail: /blog/assets/78_ml_director_insights/snorkel.png
  date: April 6, 2023
  tags:
    - case-studies

- local: owkin-substra
  title: "Creating Privacy Preserving AI with Substra"
  author: EazyAl
  thumbnail: /blog/assets/139_owkin-substra/thumbnail.png
  date: April 12, 2023
  tags:
    - cv
    - federated-learning
    - fl
    - open-source-collab

- local: graphml-classification
  title: "Graph Classification with Transformers"
  author: clefourrier
  thumbnail: /blog/assets/125_intro-to-graphml/thumbnail_classification.png
  date: April 14, 2023
  tags:
    - community
    - guide
    - graphs

- local: accelerate-transformers-with-inferentia2
  title: "Accelerating Hugging Face Transformers with AWS Inferentia2"
  author: philschmid
  thumbnail: /blog/assets/140_accelerate_transformers_with_inferentia2/thumbnail.png
  date: April 17, 2023
  tags:
    - partnerships
    - aws
    - nlp
    - cv

- local: unity-in-spaces
  title: "How to host a Unity game in a Space"
  author: dylanebert
  thumbnail: /blog/assets/124_ml-for-games/unity-in-spaces-thumbnail.png
  date: April 21, 2023
  tags:
    - community
    - guide
    - game-dev

- local: chinese-language-blog
  title: "Introducing HuggingFace blog for Chinese speakers: Fostering Collaboration with the Chinese AI community"
  author: xianbao
  thumbnail: /blog/assets/chinese-language-blog/thumbnail.png
  date: April 24, 2023
  tags:
    - partnerships
    - community

- local: databricks-case-study
  title: "Databricks ❤️ Hugging Face: up to 40% faster training and tuning of Large Language Models"
  author: alighodsi
  guest: true
  thumbnail: /blog/assets/78_ml_director_insights/databricks.png
  date: April 26, 2023
  tags:
    - case-studies

- local: tf_tpu
  title: "Training a language model with 🤗 Transformers using TensorFlow and TPUs"
  author: rocketknight1
  thumbnail: /blog/assets/tf_tpu_training/thumbnail.png
  date: April 27, 2023
  tags:
    - nlp
    - guide
    - tensorflow
    - tpu

- local: if
  title: "Running IF with 🧨 diffusers on a Free Tier Google Colab"
  author: williamberman
  thumbnail: /blog/assets/if/thumbnail.jpg
  date: April 26, 2023
  tags:
    - guide
    - diffusion

- local: unity-api
  title: "How to Install and Use the Hugging Face Unity API"
  author: dylanebert
  thumbnail: /blog/assets/124_ml-for-games/unity-api-thumbnail.png
  date: May 1, 2023
  tags:
    - community
    - guide
    - game-dev

- local: starcoder
  title: "StarCoder: A State-of-the-Art LLM for Code"
  author: lvwerra
  thumbnail: /blog/assets/141_starcoder/starcoder_thumbnail.png
  date: May 4, 2023
  tags:
    - nlp
    - community
    - research

- local: text-to-video
  title: "A Dive into Text-to-Video Models"
  author: adirik
  thumbnail: /blog/assets/140_text-to-video/thumbnail.png
  date: May 8, 2023
  tags:
    - multi-modal
    - cv
    - guide
    - diffusion
    - text-to-image
    - text-to-video

- local: starchat-alpha
  title: "Creating a Coding Assistant with StarCoder"
  author: lewtun
  thumbnail: /blog/assets/starchat_alpha/thumbnail.png
  date: May 9, 2023
  tags:
    - nlp
    - community
    - research

- local: assisted-generation
  title: "Assisted Generation: a new direction toward low-latency text generation"
  author: joaogante
  thumbnail: /blog/assets/assisted-generation/thumbnail.png
  date: May 11, 2023
  tags:
    - nlp
    - research

- local: rwkv
  title: "Introducing RWKV — An RNN with the advantages of a transformer"
  author: BlinkDL
  thumbnail: /blog/assets/142_rwkv/rwkv_thumbnail.png
  date: May 15, 2023
  tags:
    - nlp
    - community
    - research

- local: chatbot-amd-gpu
  title: "Run a Chatgpt-like Chatbot on a Single GPU with ROCm"
  thumbnail: /blog/assets/chatbot-amd-gpu/thumbnail.png
  author: andyll7772
  date: May 15, 2023
  tags:
    - guide
    - llm
    - nlp
    - inference
    - rocm

- local: generative-ai-models-on-intel-cpu
  title: "Smaller is better: Q8-Chat, an efficient generative AI experience on Xeon"
  thumbnail: /blog/assets/143_q8chat/thumbnail.png
  author: andyll7772
  date: May 16, 2023
  tags:
    - llm
    - nlp
    - inference
    - intel
    - quantization

- local: dedup
  title: "Large-scale Near-deduplication Behind BigCode"
  author: chenghao
  guest: true
  thumbnail: /blog/assets/dedup/thumbnail.png
  date: May 16, 2023
  tags:
    - bigcode
    - deduplication

- local: instruction-tuning-sd
  title: "Instruction-tuning Stable Diffusion with InstructPix2Pix"
  author: sayakpaul
  thumbnail: /blog/assets/instruction_tuning_sd/thumbnail.png
  date: May 23, 2023
  tags:
    - diffusers
    - diffusion
    - instruction-tuning
    - research
    - guide

- local: safetensors-security-audit
  title: "Safetensors audited as really safe and becoming the default"
  author: Narsil
  thumbnail: /blog/assets/142_safetensors_official/thumbnail.png
  date: May 23, 2023
  tags:
    - pickle
    - serialization
    - load times


- local: huggingface-and-ibm
  title: "Hugging Face and IBM partner on watsonx.ai, the next-generation enterprise studio for AI builders"
  author: juliensimon
  thumbnail: /blog/assets/144_ibm/01.png
  date: May 23, 2023
  tags:
    - cloud
    - ibm
    - partnership

- local: hugging-face-endpoints-on-azure
  title: "Hugging Face Collaborates with Microsoft to Launch Hugging Face Model Catalog on Azure"
  author: philschmid
  thumbnail: /blog/assets/75_hugging_face_endpoints_on_azure/01.jpg
  date: May 24, 2023
  tags:
    - cloud
    - azure
    - partnership

- local: 4bit-transformers-bitsandbytes
  title: "Making LLMs even more accessible with bitsandbytes, 4-bit quantization and QLoRA"
  author: ybelkada
  thumbnail: /blog/assets/96_hf_bitsandbytes_integration/Thumbnail_blue.png
  date: May 24, 2023
  tags:
    - transformers
    - quantization
    - bitsandbytes
    - 4bit

- local: train-optimize-sd-intel
  title: "Optimizing Stable Diffusion for Intel CPUs with NNCF and 🤗 Optimum"
  author: AlexKoff88
  thumbnail: /blog/assets/train_optimize_sd_intel/thumbnail.png
  date: May 25, 2023
  tags:
    - diffusers
    - cpu
    - intel
    - guide
    - quantization

- local: bertopic
  title: "Introducing BERTopic Integration with Hugging Face Hub"
  author: davanstrien
  thumbnail: /blog/assets/145_bertopic/logo.png
  date: May 31, 2023
  tags:
    - guide
    - open-source-collab
    - community

- local: sagemaker-huggingface-llm
  title: "Introducing the Hugging Face LLM Inference Container for Amazon SageMaker"
  author: philschmid
  thumbnail: /blog/assets/145_sagemaker-huggingface-llm/thumbnail.jpg
  date: May 31, 2023
  tags:
    - cloud
    - aws
    - partnership
    - guide

- local: cnil
  title: "Hugging Face Selected for the French Data Protection Agency Enhanced Support Program"
  author: yjernite
  thumbnail: /blog/assets/146_cnil-accompaniment/logo.png
  date: May 15, 2023
  tags:
    - ethics

- local: game-jam
  title: "Announcing the Open Source AI Game Jam 🎮"
  author: ThomasSimonini
  thumbnail: /blog/assets/145_gamejam/thumbnail.png
  date: June 1, 2023
  tags:
    - community

- local: unity-asr
  title: "AI Speech Recognition in Unity"
  author: dylanebert
  thumbnail: /blog/assets/124_ml-for-games/unity-asr-thumbnail.png
  date: June 2, 2023
  tags:
    - community
    - guide
    - game-dev

- local: falcon
  title: "The Falcon has landed in the Hugging Face ecosystem"
  author: lvwerra
  thumbnail: /blog/assets/147_falcon/falcon_thumbnail.jpg
  date: June 5, 2023
  tags:
    - nlp
    - community
    - research

- local: fasttext
  title: "Welcome fastText to the 🤗 Hub"
  author: sheonhan
  thumbnail: /blog/assets/147_fasttext/thumbnail.png
  date: June 6, 2023
  tags:
    - open-source-collab
    - nlp
    - partnerships

- local: hub-duckdb
  title: "DuckDB: run SQL queries on 50,000+ datasets on the Hugging Face Hub"
  author: stevhliu
  thumbnail: /blog/assets/hub_duckdb/hub_duckdb.png
  date: June 7, 2023
  tags:
    - guide

- local: hf-hub-glam-guide
  title: "The Hugging Face Hub for Galleries, Libraries, Archives and Museums"
  author: davanstrien
  thumbnail: /blog/assets/144_hf_hub_glam_guide/thumbnail.png
  date: June 12, 2023
  tags:
    - community
    - guide

- local: llm-leaderboard
  title: "Can foundation models label data like humans?"
  author: nazneen
  thumbnail: /blog/assets/llm-leaderboard/leaderboard-thumbnail.png
  date: June 12, 2023
  tags:
    - nlp
    - evaluation
    - leaderboard

- local: huggingface-and-amd
  title: "Hugging Face and AMD partner on accelerating state-of-the-art models for CPU and GPU platforms"
  author: juliensimon
  thumbnail: /blog/assets/148_huggingface_amd/01.png
  date: June 13, 2023
  tags:
    - hardware
    - amd
    - partnership

- local: content-guidelines-update
  title: "Announcing our new Content Guidelines and Policy"
  author: giadap
  thumbnail: /blog/assets/content-guidelines-blogpost/thumbnail.png
  date: June 15, 2023
  tags:
    - community
    - ethics

- local: livebook-app-deployment
  title: "Deploy Livebook notebooks as apps to Hugging Face Spaces"
  author: josevalim
  thumbnail: /blog/assets/120_elixir-bumblebee/thumbnail.png
  date: Jun 15, 2023
  tags:
    - elixir
    - notebooks
    - spaces
    - whisper

- local: fast-diffusers-coreml
  title: "Faster Stable Diffusion with Core ML on iPhone, iPad, and Mac"
  author: pcuenq
  thumbnail: /blog/assets/149_fast_diffusers_coreml/thumbnail.png
  date: June 15, 2023
  tags:
    - coreml
    - diffusers
    - stable-diffusion
    - diffusion
    - quantization

- local: autoformer
  title: "Yes, Transformers are Effective for Time Series Forecasting (+ Autoformer)"
  author: elisim
  thumbnail: /blog/assets/150_autoformer/thumbnail.png
  date: June 16, 2023
  tags:
    - guide
    - research
    - time-series

- local: policy-ntia-rfc
  title: "AI Policy @🤗: Response to the U.S. NTIA's Request for Comment on AI Accountability"
  author: yjernite
  thumbnail: /blog/assets/151_policy_ntia_rfc/us_policy_thumbnail.png
  date: June 20, 2023
  tags:
    - community
    - ethics

- local: mms_adapters
  title: "Fine-tuning MMS Adapter Models for Multi-Lingual ASR"
  author: patrickvonplaten
  thumbnail: /blog/assets/151_mms/mms_map.png
  date: June 19, 2023
  tags:
    - audio
    - research

- local: panel-on-hugging-face
  title: "Panel on Hugging Face"
  author: sophiamyang
  thumbnail: /blog/assets/panel-on-hugging-face/thumbnail.png
  date: June 22, 2023
  tags:
    - open-source-collab
    - panel
    - deployment
    - spaces
    - visualization
    - apps

- local: evaluating-mmlu-leaderboard
  title: "What's going on with the Open LLM Leaderboard?"
  author: clefourrier
  thumbnail: /blog/assets/evaluating-mmlu-leaderboard/thumbnail.png
  date: June 23, 2023
  tags:
    - community
    - research
    - nlp
    - evaluation
    - leaderboard


- local: ethics-soc-4
  title: "Ethics and Society Newsletter #4: Bias in Text-to-Image Models"
  author:  sasha
  thumbnail: /blog/assets/152_ethics_soc_4/ethics_4_thumbnail.png
  date: June 26, 2023
  tags:
    - ethics

- local: bridgetower
  title: "Accelerating Vision-Language Models: BridgeTower on Habana Gaudi2"
  author: regisss
  thumbnail: /blog/assets/bridgetower/thumbnail.png
  date: June 29, 2023
  tags:
    - partnerships
    - multimodal
    - nlp
    - cv
    - hardware

- local: writer-case-study
  title: "Leveraging Hugging Face for complex generative AI use cases"
  author: jeffboudier
  thumbnail: /blog/assets/78_ml_director_insights/writer.png
  date: July 1, 2023
  tags:
    - case-studies

- local: text-to-webapp
  title: "Making a web app generator with open ML models"
  author: jbilcke-hf
  thumbnail: /blog/assets/153_text_to_webapp/thumbnail.jpg
  date: July 3, 2023
  tags:
    - guide
    - llm
    - apps

- local: inference-endpoints-llm
  title: "Deploy LLMs with Hugging Face Inference Endpoints"
  author: philschmid
  thumbnail: /blog/assets/155_inference_endpoints_llm/thumbnail.jpg
  date: July 4, 2023
  tags:
    - guide
    - llm
    - apps
    - inference

- local: ml-web-games
  title: "Making ML-powered web games with Transformers.js"
  author: Xenova
  thumbnail: /blog/assets/ml-web-games/thumbnail.png
  date: July 5, 2023
  tags:
    - game-dev
    - guide
    - web
    - javascript
    - transformers.js


- local: stable-diffusion-finetuning-intel
  title: "Fine-tuning Stable Diffusion models on Intel CPUs"
  author: juliensimon
  thumbnail: /blog/assets/stable-diffusion-finetuning-intel/dicoo_image.png
  date: July 14, 2023
  tags:
    - guide
    - intel
    - hardware
    - partnerships

- local: os-llms
  title: "Open-Source Text Generation & LLM Ecosystem at Hugging Face"
  author: merve
  thumbnail: /blog/assets/os_llms/thumbnail.png
  date: July 17, 2023
  tags:
    - LLM
    - inference
    - nlp

- local: ai-webtv
  title: "Building an AI WebTV"
  author: jbilcke-hf
  thumbnail: /blog/assets/156_ai_webtv/thumbnail.gif
  date: July 17, 2023
  tags:
    - text-to-video
    - guide

- local: llama2
  title: "Llama 2 is here - get it on Hugging Face"
  author: osanseviero
  thumbnail: /blog/assets/llama2/thumbnail.jpg
  date: July 18, 2023
  tags:
    - nlp
    - community
    - research
    - LLM

- local: diffusers-turns-1
  title: "Happy 1st anniversary 🤗 Diffusers!"
  author: stevhliu
  thumbnail: /blog/assets/diffusers-turns-1/diffusers-turns-1.png
  date: July 20, 2023
  tags:
    - community
    - open-source-collab
    - diffusion
    - diffusers

- local: game-jam-first-edition-results
  title: "Results of the Open Source AI Game Jam"
  author: ThomasSimonini
  thumbnail: /blog/assets/game-jam-first-edition-results/thumbnail.jpg
  date: July 21, 2023
  tags:
    - game-dev

- local: agents-js
  title: "Introducing Agents.js: Give tools to your LLMs using JavaScript"
  author: nsarrazin
  thumbnail: /blog/assets/agents-js/thumbnail.png
  date: July 24, 2023
  tags:
    - agents
    - javascript
    - web

- local: eu-ai-act-oss
  title: "AI Policy @🤗: Open ML Considerations in the EU AI Act"
  author: yjernite
  thumbnail: /blog/assets/eu_ai_act_oss/thumbnailEU.png
  date: July 24, 2023
  tags:
    - ethics

- local: stable-diffusion-xl-coreml
  title: "Stable Diffusion XL on Mac with Advanced Core ML Quantization"
  author: pcuenq
  thumbnail: /blog/assets/stable-diffusion-xl-coreml/thumbnail.png
  date: July 27, 2023
  tags:
    - coreml
    - stable-diffusion
    - stable-diffusion-xl
    - diffusers

- local: sd_distillation
  title: "Open-sourcing Knowledge Distillation Code and Weights of SD-Small and SD-Tiny"
  author: harishsegmind
  guest: true
  thumbnail: /blog/assets/distill_sd/thumbnail.png
  date: August 1, 2023
  tags:
    - stable-diffusion
    - research
    - diffusers

- local: 3d-assets
  title: "Practical 3D Asset Generation: A Step-by-Step Guide"
  author: dylanebert
  thumbnail: /blog/assets/124_ml-for-games/thumbnail-3d.jpg
  date: August 01, 2023
  tags:
    - community
    - guide
    - cv
    - diffusion
    - game-dev

- local: encrypted-llm
  title: "Towards Encrypted Large Language Models with FHE"
  author: RomanBredehoft
  guest: true
  thumbnail: /blog/assets/encrypted-llm/thumbnail.png
  date: August 02, 2023
  tags:
    - guide
    - privacy
    - research
    - FHE
    - llm

- local: huggy-lingo
  title: "Huggy Lingo: Using Machine Learning to Improve Language Metadata on the Hugging Face Hub"
  author: davanstrien
  thumbnail: /blog/assets/156_huggylingo/Huggy_Lingo.png
  date: August 2, 2023
  tags:
    - announcement
    - research

- local: run-musicgen-as-an-api
  title: "Deploy MusicGen in no time with Inference Endpoints"
  author: reach-vb
  thumbnail: /blog/assets/run-musicgen-as-an-api/thumbnail.png
  date: August 4, 2023
  tags:
    - audio
    - guide

- local: swift-coreml-llm
  title: "Releasing Swift Transformers: Run On-Device LLMs in Apple Devices"
  author: pcuenq
  thumbnail: /blog/assets/swift-coreml-llm/thumbnail.png
  date: August 8, 2023
  tags:
    - guide
    - coreml
    - llm
    - swift

- local: dpo-trl
  title: "Fine-tune Llama 2 with DPO"
  author: kashif
  thumbnail: /blog/assets/157_dpo_trl/dpo_thumbnail.png
  date: August 8, 2023
  tags:
    - rl
    - rlhf
    - nlp

- local: deploy-deepfloydif-using-bentoml
  title: "Deploying Hugging Face Models with BentoML: DeepFloyd IF in Action"
  author: Sherlockk
  guest: true
  thumbnail: /blog/assets/deploy-deepfloydif-using-bentoml/thumbnail.png
  date: August 9, 2023
  tags:
    - deployment
    - open-source-collab
    - bentoml
    - guide
    - diffusers

- local: optimizing-bark
  title: "Optimizing Bark using 🤗 Transformers"
  author: ylacombe
  thumbnail: /blog/assets/bark_optimization/thumbnail.png
  date: August 9, 2023
  tags:
    - text-to-speech
    - optimization
    - benchmark
    - bark

- local: aws-marketplace
  title: "Hugging Face Platform on the AWS Marketplace: Pay with your AWS Account"
  author: philschmid
  thumbnail: /blog/assets/158_aws_marketplace/thumbnail.jpg
  date: August 10, 2023
  tags:
    - guide
    - announcement
    - partnerships
    - aws

- local: idefics
  title: "Introducing IDEFICS: An Open Reproduction of State-of-the-art Visual Language Model"
  author: VictorSanh
  thumbnail: /blog/assets/idefics/thumbnail.png
  date: August 22, 2023
  tags:
    - research
    - nlp
    - cv

- local: safecoder
  title: "Introducing SafeCoder"
  author: jeffboudier
  thumbnail: /blog/assets/159_safecoder/thumbnail.jpg
  date: August 22, 2023
  tags:
    - announcement
    - partnerships
    - vmware
    - bigcode

- local: gptq-integration
  title: "Making LLMs lighter with AutoGPTQ and transformers"
  author: marcsun13
  thumbnail: /blog/assets/159_autogptq_transformers/thumbnail.jpg
  date: August 23, 2023
  tags:
    - llm
    - optimization
    - quantization

- local: password-git-deprecation
  title: "Deprecation of Git Authentication using password"
  author: Sylvestre
  thumbnail: /blog/assets/password-git-deprecation/thumbnail.png
  date: August 25, 2023
  tags:
    - announcement
    - security

- local: codellama
  title: "Code Llama: Llama 2 learns to code"
  author: philschmid
  thumbnail: /blog/assets/160_codellama/thumbnail.jpg
  date: August 25, 2023
  tags:
    - nlp
    - community
    - research
    - LLM

- local: audioldm2
  title: "AudioLDM 2, but faster ⚡️"
  author: sanchit-gandhi
  thumbnail: /blog/assets/161_audioldm2/thumbnail.png
  date: Aug 30, 2023
  tags:
    - guide
    - audio
    - diffusers
    - diffusion

- local: fetch-case-study
  title: "Fetch Cuts ML Processing Latency by 50% Using Amazon SageMaker & Hugging Face"
  author: Violette
  thumbnail: /blog/assets/78_ml_director_insights/fetch.png
  date: September 1, 2023
  tags:
    - case-studies

- local: falcon-180b
  title: "Spread Your Wings: Falcon 180B is here"
  author: philschmid
  thumbnail: /blog/assets/162_falcon_180b/thumbnail.jpg
  date: September 6, 2023
  tags:
    - nlp
    - community
    - research
    - LLM

- local: t2i-sdxl-adapters
  title: "Efficient Controllable Generation for SDXL with T2I-Adapters"
  author: Adapter
  guest: true
  thumbnail: /blog/assets/t2i-sdxl-adapters/thumbnail.png
  date: September 8, 2023
  tags:
    - guide
    - collaboration
    - diffusers
    - diffusion

- local: safecoder-vs-closed-source-code-assistants
  title: "SafeCoder vs. Closed-source Code Assistants"
  author: julsimon
  thumbnail: /blog/assets/safecoder-vs-closed-source-code-assistants/image.png
  date: September 11, 2023
  tags:
    - bigcode

- local: overview-quantization-transformers
  title: "Overview of natively supported quantization schemes in 🤗 Transformers"
  author: ybelkada
  thumbnail: /blog/assets/163_overview_quantization_transformers/thumbnail.jpg
  date: September 12, 2023
  tags:
    - llm
    - optimization
    - quantization
    - comparison
    - bitsandbytes
    - gptq

- local: ram-efficient-pytorch-fsdp
  title: "Fine-tuning Llama 2 70B using PyTorch FSDP"
  author: smangrul
  thumbnail: /blog/assets/160_fsdp_llama/thumbnail.jpg
  date: September 13, 2023
  tags:
    - llm
    - guide
    - nlp

- local: wuerstchen
  title: "Introducing Würstchen: Fast Diffusion for Image Generation"
  author: dome272
  thumbnail: /blog/assets/wuerstchen/thumbnail.jpg
  date: September 13, 2023
  tags:
    - diffusion
    - diffusers
    - text-to-image

- local: optimize-llm
  title: "Optimizing your LLM in production"
  author: patrickvonplaten
  thumbnail: /blog/assets/163_optimize_llm/optimize_llm.png
  date: Sep 15, 2023
  tags:
    - nlp
    - research
    - LLM

- local: object-detection-leaderboard
  title: "Object Detection Leaderboard"
  author: rafaelpadilla
  guest: true
  thumbnail: /blog/assets/object-detection-leaderboard/thumbnail.png
  date: September 18, 2023
  tags:
    - community
    - guide
    - cv
    - leaderboard
    - evaluation

- local: gaussian-splatting
  title: "Introduction to 3D Gaussian Splatting"
  author: dylanebert
  thumbnail: /blog/assets/124_ml-for-games/thumbnail-gaussian-splatting.png
  date: September 18, 2023
  tags:
    - community
    - guide
    - cv
    - game-dev

- local: rocketmoney-case-study
  title: "Rocket Money x Hugging Face: Scaling Volatile ML Models in Production"
  author: nicokuzak
  guest: true
  thumbnail: /blog/assets/78_ml_director_insights/rocketmoney.png
  date: September 19, 2023
  tags:
    - case-studies

- local: inference-pro
  title: "Inference for PROs"
  author: osanseviero
  thumbnail: /blog/assets/inference_pro/thumbnail.png
  date: September 22, 2023
  tags:
    - community
    - guide
    - inference
    - api
    - llm
    - stable-diffusion

- local: llama-sagemaker-benchmark
  title: "Llama 2 on Amazon SageMaker a Benchmark"
  author: philschmid
  thumbnail: /blog/assets/llama_sagemaker_benchmark/thumbnail.jpg
  date: September 26, 2023
  tags:
    - guide
    - inference
    - llm
    - aws

- local: Llama2-for-non-engineers
  title: "Non-engineers guide: Train a LLaMA 2 chatbot"
  author: 2legit2overfit
  thumbnail: /blog/assets/78_ml_director_insights/tuto.png
  date: September 28, 2023
  tags:
    - guide
    - community
    - nlp

- local: trl-ddpo
  title: "Finetune Stable Diffusion Models with DDPO via TRL"
  author: metric-space
  guest: true
  thumbnail: /blog/assets/166_trl_ddpo/thumbnail.png
  date: September 29, 2023
  tags:
    - guide
    - diffusers
    - rl
    - rlhf

- local: ethics-soc-5
  title: "Ethics and Society Newsletter #5: Hugging Face Goes To Washington and Other Summer 2023 Musings"
  author: meg
  thumbnail: /blog/assets/164_ethics-soc-5/thumbnail.png
  date: September 29, 2023
  tags:
    - ethics

- local: ai-comic-factory
  title: "Deploying the AI Comic Factory using the Inference API"
  author: jbilcke-hf
  thumbnail: /blog/assets/165_ai_comic_factory/thumbnail.jpg
  date: October 2, 2023
  tags:
    - guide
    - inference
    - api
    - llm
    - stable-diffusion

- local: chat-templates
  title: "Chat Templates: An End to the Silent Performance Killer"
  author: rocketknight1
  thumbnail: /blog/assets/chat-templates/thumbnail.png
  date: October 3, 2023
  tags:
    - LLM
    - nlp
    - community

- local: sdxl_jax
  title: "Accelerating Stable Diffusion XL Inference with JAX on Cloud TPU v5e"
  author: pcuenq
  thumbnail: /blog/assets/sdxl-jax/thumbnail.jpg
  date: October 3, 2023
  tags:
    - sdxl
    - jax
    - stable diffusion
    - guide
    - tpu
    - google

- local: ort-accelerating-hf-models
  title: "Accelerating over 130,000 Hugging Face models with ONNX Runtime"
  author: sschoenmeyer
  thumbnail: /blog/assets/ort_accelerating_hf_models/thumbnail.png
  date: October 4, 2023
  tags:
    - open-source-collab
    - onnxruntime
    - onnx
    - inference

- local: gradio-lite
  title: "Gradio-Lite: Serverless Gradio Running Entirely in Your Browser"
  author: abidlabs
  thumbnail: /blog/assets/167_gradio_lite/thumbnail.png
  date: October 19, 2023
  tags:
    - gradio
    - open-source
    - serverless

- local: simple_sdxl_optimizations
  title: "Exploring simple optimizations for SDXL"
  author: sayakpaul
  thumbnail: /blog/assets/simple_sdxl_optimizations/thumbnail.png
  date: October 24, 2023
  tags:
    - diffusers
    - guide
    - sdxl

- local: the_n_implementation_details_of_rlhf_with_ppo
  title: "The N Implementation Details of RLHF with PPO"
  author: vwxyzjn
  thumbnail: /blog/assets/167_the_n_implementation_details_of_rlhf_with_ppo/thumbnail.png
  date: October 24, 2023
  tags:
    - research
    - rl
    - rlhf

- local: inference-endpoints-embeddings
  title: "Deploy Embedding Models with Hugging Face Inference Endpoints"
  author: philschmid
  thumbnail: /blog/assets/168_inference_endpoints_embeddings/thumbnail.jpg
  date: October 24, 2023
  tags:
    - guide
    - llm
    - apps
    - inference

- local: scalable-data-inspection
  title: "Interactively explore your Huggingface dataset with one line of code"
  author: sps44
  thumbnail: /blog/assets/scalable-data-inspection/thumbnail.png
  date: October 25, 2023
  tags:
    - open-source-collab
    - visualization
    - data inspection

- local: personal-copilot
  title: "Personal Copilot: Train Your Own Coding Assistant"
  author: smangrul
  thumbnail: /blog/assets/170_personal_copilot/thumbnail.png
  date: October 27, 2023
  tags:
    - bigcode
    - llm
    - nlp
    - inference
    - guide

- local: researcher-dataset-sharing
  title: "Creating open machine learning datasets? Share them on the Hugging Face Hub!"
  author: davanstrien
  thumbnail: /blog/assets/researcher-dataset-sharing/thumbnail.png
  date: October 30, 2023
  tags:
    - community
    - research
    - datasets
    - guide

- local: regions
  title: "Introducing Storage Regions on the HF Hub"
  author: julien-c
  thumbnail: /blog/assets/172_regions/thumbnail.png
  date: November 3, 2023
  tags:
    - announcement
    - enterprise
    - hub

- local: Lora-for-sequence-classification-with-Roberta-Llama-Mistral
  title: "Comparing the Performance of LLMs: A Deep Dive into Roberta, Llama 2, and Mistral for Disaster Tweets Analysis with Lora"
  author: mehdiiraqui
  thumbnail: /blog/assets/Lora-for-sequence-classification-with-Roberta-Llama-Mistral/Thumbnail.png
  date: November 7, 2023
  tags:
    - nlp
    - guide
    - llm
    - peft

- local: prodigy-hf
  title: "Introducing Prodigy-HF: a direct integration with Hugging Face"
  author: koaning
  thumbnail: /blog/assets/171_prodigy_hf/thumbnail.png
  date: November 7, 2023
  tags:
    - community
    - nlp
    - datasets
    - guide

- local: inferentia-llama2
  title: "Make your llama generation time fly with AWS Inferentia2"
  author: dacorvo
  thumbnail: /blog/assets/inferentia-llama2/thumbnail.png
  date: November 7, 2023
  tags:
    - guide
    - text-generation
    - llama2
    - aws

- local: lcm_lora
  title: "SDXL in 4 steps with Latent Consistency LoRAs"
  author: pcuenq
  thumbnail: /blog/assets/lcm_sdxl/lcm_thumbnail.png
  date: November 9, 2023
  tags:
    - sdxl
    - lcm
    - stable diffusion
    - guide

- local: leaderboard-drop-dive
  title: "Open LLM Leaderboard: DROP deep dive"
  author: clefourrier
  thumbnail: /blog/assets/evaluating-mmlu-leaderboard/thumbnail.png
  date: December 1, 2023
  tags:
    - community
    - research
    - nlp
    - evaluation
    - leaderboard

- local: lora-adapters-dynamic-loading
  title: "Goodbye cold boot - how we made LoRA inference 300% faster"
  author: raphael-gl
  thumbnail: /blog/assets/171_load_lora_adapters/thumbnail3.png
  date: December 5, 2023
  tags:
    - diffusers
    - lora
    - models
    - inference
    - stable-diffusion

- local: optimum-nvidia
  title: "Optimum-NVIDIA - Unlock blazingly fast LLM inference in just 1 line of code"
  author: laikh-nvidia
  thumbnail: /blog/assets/optimum_nvidia/hf_nvidia_banner.png
  date: December 5, 2023
  tags:
    - llm
    - nvidia
    - llama
    - inference
    - optimum

- local: setfit-absa
  title: "SetFitABSA: Few-Shot Aspect Based Sentiment Analysis using SetFit"
  author: ronenlap
  guest: true
  thumbnail: /blog/assets/setfit-absa/intel_hf_logo_2.png
  date: December 6, 2023
  tags:
    - research
    - nlp

- local: huggingface-and-optimum-amd
  title: "AMD + 🤗: Large Language Models Out-of-the-Box Acceleration with AMD GPU"
  author: huggingface-team
  thumbnail: /blog/assets/optimum_amd/amd_hf_logo_fixed.png
  date: December 5, 2023
  tags:
    - llm
    - amd
    - llama
    - inference
    - optimum
    - rocm
    - text-generation

- local: moe
  title: "Mixture of Experts Explained"
  author: osanseviero
  thumbnail: /blog/assets/moe/thumbnail.png
  date: December 11, 2023
  tags:
    - moe
    - nlp
    - llm
    - guide

- local: mixtral
  title: "Welcome Mixtral - a SOTA Mixture of Experts on Hugging Face"
  author: lewtun
  thumbnail: /blog/assets/mixtral/thumbnail.jpg
  date: December 11, 2023
  tags:
    - mixtral
    - moe
    - nlp
    - llm
    - transformers


- local: 2023-in-llms
  title: "2023, year of open LLMs"
  thumbnail: /blog/assets/cv_state/thumbnail.png
  author: clefourrier
  date: December 18, 2023
  tags:
    - research
    - nlp
    - llm
    - guide

- local: whisper-speculative-decoding
  title: "Speculative Decoding for 2x Faster Whisper Inference"
  author: sanchit-gandhi
  thumbnail: /blog/assets/whisper-speculative-decoding/thumbnail.png
  date: Dec 20, 2023
  tags:
    - guide
    - audio
    - transformers