Technology

From PyTorch DDP to Accelerate to Trainer, mastery of distributed training with ease

From PyTorch DDP to Accelerate to Trainer, mastery...

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Scaling laws for reward model overoptimization

Scaling laws for reward model overoptimization

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MTEB: Massive Text Embedding Benchmark

MTEB: Massive Text Embedding Benchmark

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Getting Started with Hugging Face Inference Endpoints

Getting Started with Hugging Face Inference Endpoi...

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馃Ж Stable Diffusion in JAX / Flax !

馃Ж Stable Diffusion in JAX / Flax !

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Optimization story: Bloom inference

Optimization story: Bloom inference

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Introducing DOI: the Digital Object Identifier to Datasets and Models

Introducing DOI: the Digital Object Identifier to ...

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Japanese Stable Diffusion

Japanese Stable Diffusion

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Very Large Language Models and How to Evaluate Them

Very Large Language Models and How to Evaluate The...

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DALL路E now available without waitlist

DALL路E now available without waitlist

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Image Classification with AutoTrain

Image Classification with AutoTrain

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How 馃 Accelerate runs very large models thanks to PyTorch

How 馃 Accelerate runs very large models thanks to ...

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SetFit: Efficient Few-Shot Learning Without Prompts

SetFit: Efficient Few-Shot Learning Without Prompt...

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Ethics and Society Newsletter #1

Ethics and Society Newsletter #1

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Introducing Whisper

Introducing Whisper

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Incredibly Fast BLOOM Inference with DeepSpeed and Accelerate

Incredibly Fast BLOOM Inference with DeepSpeed and...

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What's new in Diffusers? 馃帹

What's new in Diffusers? 馃帹

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Train your first Decision Transformer

Train your first Decision Transformer

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How to train a Language Model with Megatron-LM

How to train a Language Model with Megatron-LM

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DALL路E: Introducing outpainting

DALL路E: Introducing outpainting

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OpenRAIL: Towards open and responsible AI licensing frameworks

OpenRAIL: Towards open and responsible AI licensin...

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Our approach to alignment research

Our approach to alignment research

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Visualize proteins on Hugging Face Spaces

Visualize proteins on Hugging Face Spaces

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Stable Diffusion with 馃Ж Diffusers

Stable Diffusion with 馃Ж Diffusers

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Pre-Train BERT with Hugging Face Transformers and Habana Gaudi

Pre-Train BERT with Hugging Face Transformers and ...

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Deploying 馃 ViT on Vertex AI

Deploying 馃 ViT on Vertex AI

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Deep Dive: Vision Transformers On Hugging Face Optimum Graphcore

Deep Dive: Vision Transformers On Hugging Face Opt...

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A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using transformers, accelerate and bitsandbytes

A Gentle Introduction to 8-bit Matrix Multiplicati...

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Hugging Face's TensorFlow Philosophy

Hugging Face's TensorFlow Philosophy

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Introducing Skops

Introducing Skops

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Deploying 馃 ViT on Kubernetes with TF Serving

Deploying 馃 ViT on Kubernetes with TF Serving

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New and improved content moderation tooling

New and improved content moderation tooling

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Train and Fine-Tune Sentence Transformers Models

Train and Fine-Tune Sentence Transformers Models

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Proximal Policy Optimization (PPO)

Proximal Policy Optimization (PPO)

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Introducing the Private Hub: A New Way to Build With Machine Learning

Introducing the Private Hub: A New Way to Build Wi...

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Nystr枚mformer: Approximating self-attention in linear time and memory via the Nystr枚m method

Nystr枚mformer: Approximating self-attention in lin...

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Comments on U.S. National AI Research Resource Interim Report

Comments on U.S. National AI Research Resource Int...

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Efficient training of language models to fill in the middle

Efficient training of language models to fill in t...

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Introducing new audio and vision documentation in 馃 Datasets

Introducing new audio and vision documentation in ...

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Faster Text Generation with TensorFlow and XLA

Faster Text Generation with TensorFlow and XLA

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A hazard analysis framework for code synthesis large language models

A hazard analysis framework for code synthesis lar...

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Deploying TensorFlow Vision Models in Hugging Face with TF Serving

Deploying TensorFlow Vision Models in Hugging Face...

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Advantage Actor Critic (A2C)

Advantage Actor Critic (A2C)

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DALL路E now available in beta

DALL路E now available in beta

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Reducing bias and improving safety in DALL路E 2

Reducing bias and improving safety in DALL路E 2

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How to train your model dynamically using adversarial data

How to train your model dynamically using adversar...

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DALL路E 2: Extending creativity

DALL路E 2: Extending creativity

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The Technology Behind BLOOM Training

The Technology Behind BLOOM Training

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Building a Playlist Generator with Sentence Transformers

Building a Playlist Generator with Sentence Transf...

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Introducing The World's Largest Open Multilingual Language Model: BLOOM

Introducing The World's Largest Open Multilingual ...

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