If you're not familiar with the concept of speculative decoding, don't worry. The technique is actually quite simple and involves using a smaller draft model – say Llama 3.1 8B – to generate ...

Compared to DeepSeek R1, Llama-3.1-Nemotron-Ultra-253B shows competitive results despite having less than half the parameters.

The key question behind the research is whether language models can use their internal structure to distinguish between toxic and non-toxic content. The team answers this with a resounding yes. By ...

Additionally, Scout can process 10 million tokens at once, making it useful for decoding large amounts of data and information in one go. Compared to earlier versions of Llama models, it ...

The new model is part of the renowned Llama family and comes with a speculative decoding feature. "AMD is excited to release its very first small language model, AMD-135M with Speculative Decoding ...