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RWKV

RWKV is an RNN with GPT-level LLM performance

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December 29th, 2024

About RWKV

RWKV (pronounced RwaKuv) is an RNN with GPT-level LLM performance. It can be directly trained like a GPT transformer (parallelizable). RWKV combines the best of RNN and transformer, offering great performance, fast inference, fast training, and the ability to handle infinite context length. It also provides free text embedding.

Key Features

7 features
  • RNN with GPT-level LLM performance.
  • Direct training like a GPT transformer.
  • Parallelizable training.
  • Fast inference.
  • Fast training.
  • Infinite context length.
  • Free text embedding.

Use Cases

4 use cases
  • Language modeling.
  • Text generation.
  • Chatbots.
  • Question answering.
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