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RedPajama-INCITE offers a family of open-source 3B and 7B large language models, including base, instruction-tuned, and chat variants. These models are designed for various NLP tasks and conversational AI applications.
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The RedPajama-INCITE family of models provides open-source large language models in 3B and 7B parameter sizes, with base, instruction-tuned, and chat model variants. These models are built on the RedPajama base dataset, aiming to replicate the LLaMA recipe and offer strong performance for their class. The 3B model is noted for its accessibility and speed, even running on older GPUs, while the 7B model shows promising performance, outperforming Pythia 7B. Released under the Apache 2.0 license, they are suitable for both research and commercial applications, supporting tasks like few-shot learning, entity extraction, classification, and summarization. The project emphasizes open collaboration and continuous improvement of the dataset and models.
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