The 13-billion-parameter LLaMA (Large Language Model Meta AI) is said to outperform Meta's open-source OPT model and GPT-3's 175-billion-parameter GPT-3 on "most" language tasks. The largest LLaMA ...

A step-by-step guide to building the complete architecture of the Llama 3 model ... level tokenizer for our model building. The main reason is that we should know how to build a vocabulary and ...

The model architecture employs a Llama backbone and a smaller audio decoder that produces Mimi audio codes. A fine-tuned variant of CSM powers the interactive voice demo shown in our blog post. A ...

Built upon the Llama-3.1-8B-Instruct model, LLaMA-Omni incorporates a speech encoder for understanding and a streaming speech decoder for simultaneous text and speech response generation. The model’s ...

Meta has released an open-source model ... previous Llama versions, can now, for the first time, really compete with other companies’ closed models. What contributes to this performance besides the ...

Falcon 180B is said to outperform Llama 2 70B as well as OpenAI's GPT-3.5. Depending on the task, performance is estimated to be between GPT-3.5 and GPT-4, and on par with Google's PaLM 2 language ...

In addition, we further probe the decoder-only architecture for speech-to-text tasks by training a smaller scale randomly initialized speech-LLaMA model from speech-text paired data alone. We conduct ...