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Better or comparable results with MPT, Falcon, LLaMA, OpenLLaMA in text & code tasks.

Blog: http://blog.salesforceairesearch.com/xgen/
github: https://github.com/salesforce/xgen

On standard NLP benchmarks, XGen achieves comparable or better results when compared with state-of-the-art open-source LLMs (e.g. MPT, Falcon, LLaMA, Redpajama, OpenLLaMA) of similar model size.
Our targeted evaluation on long sequence modeling benchmarks show benefits of our 8K-seq models over 2K- and 4K-seq models.
XGen-7B archives equally strong results both in text (e.g., MMLU, QA) and code (HumanEval) tasks.