AI
The Technology Behind BLOOM Training
BLOOM is a large language model trained using the Megatron-LaNRL and DeepSpeed technologies. These tools allow for more efficient training of models, ...
AI
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Building a Playlist Generator with Sentence Transformers
Researchers have developed a model that generates playlists based on user input, using the Sentence Transformers library. The model takes in a prompt ...
AI
Introducing The World's Largest Open Multilingual Language Model: BLOOM
Researchers have introduced BLOOM, a new open multilingual language model that surpasses the size of other similar models. The model has over 176 bill...
AI
Getting Started with Sentiment Analysis on Twitter
Hugging Face provides a tutorial on how to perform sentiment analysis on tweets using their Transformers library. The article explains the basics of s...
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Policy Gradient with PyTorch
Researchers at Hugging Face have implemented policy gradient methods using PyTorch, a popular deep learning framework. The implementation is part of t...
AI
Liftoff! How to get started with your first ML project 🚀
Hugging Face's blog post provides a step-by-step guide for beginners to start their first machine learning (ML) project. The article suggests breaking...
AI
DALL·E 2 pre-training mitigations
OpenAI has implemented safeguards for its DALL·E 2 model to minimize the risk of generating objectionable content. These 'guardrails' aim to prevent i...
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Accelerate Large Model Training using DeepSpeed
Hugging Face's researchers have developed a method to speed up large model training using an open-source library called DeepSpeed. The technique lever...
AI
Announcing Evaluation on the Hub
Hugging Face has announced a new feature called 'Evaluation on the Hub', which allows users to evaluate and compare models directly within their model...
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Learning to play Minecraft with Video PreTraining
Researchers have trained a neural network to play Minecraft using a massive unlabeled video dataset of human gameplay. The model was fine-tuned with o...
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Getting Started With Embeddings
Hugging Face's blog post 'Getting Started with Embeddings' provides an introduction to word embeddings, a fundamental concept in natural language proc...
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Convert Transformers to ONNX with Hugging Face Optimum
Hugging Face's Optimum tool allows users to convert pre-trained transformer models into the ONNX (Open Neural Network Exchange) format. This enables d...