Code Llama: State-of-the-Art Code Creation Model

28 August 2023
code llama model

Code Llama: State-of-the-Art Code Creation Model

The Code Llama model is an enhanced version of Llama 2, designed for code generation, completion, and correction. It’s available for free for both commercial and research purposes. Code Llama…

Audiocraft: Open Source Library for Music and Sound Generation

4 August 2023
audiocraft

Audiocraft: Open Source Library for Music and Sound Generation

Introducing Audiocraft – a PyTorch library with open-source code, designed for generating music and sound from text. It serves as a powerful tool for deep learning-based audio generation research. Within…

Llama 2 and Llama-2-Chat: A New Generation of Open Source Language Models

19 July 2023
Llama 2 update

Llama 2 and Llama-2-Chat: A New Generation of Open Source Language Models

The new generation of Llama models comprises three large language models, namely Llama 2 with 7, 13, and 70 billion parameters, along with the fine-tuned conversational models Llama-2-Chat 7B, 34B,…

Fairness Flow: AI Bias Assessment Tool

7 April 2021
Fairness flow

Fairness Flow: AI Bias Assessment Tool

Fairness Flow is a set of diagnostic tools that helps you compare how fair models and label markers perform for specific user groups. Why is it needed Facebook AI specialists…

SEER: a self-supervised neural network with a billion parameters from FAIR

9 March 2021

SEER: a self-supervised neural network with a billion parameters from FAIR

SEER is FAIR’s self-supervised billion-parameter neural network for computer vision applications. The model pre-trained on the Instagram pictures can be further trained on your tasks. The developers have published the…

MLS: FAIR’s Multilingual Speech Recognition Dataset

4 March 2021

MLS: FAIR’s Multilingual Speech Recognition Dataset

Facebook AI published a multilingual dataset used to train speech recognition models. Multilingual LibriSpeech (MLS) contains 50 thousand hours of audio with people speaking in 8 languages: English, German, Spanish,…

Robot manage objects from video tutorials using RL

19 February 2021

Robot manage objects from video tutorials using RL

In FAIR, the RL-agent was trained to manage objects using video tutorials. Standard RL algorithms are trained to a problem iteratively through learning from errors. The proposed algorithm learns a…

Neural network generates photo captions for people with vision problems

17 February 2021

Neural network generates photo captions for people with vision problems

A neural network from Facebook AI generates descriptions for photos for users with vision problems. The app uses object recognition to generate textual descriptions of the image. It makes the…