Some highlights from the technical report (github repo here):

Qwen beats every other LLM of a similar size on a wide variety of benchmarks.
Qwen's overall benchmark performance is somewhere between Llama 2 and GPT 3.5
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My comment from Twitter: "Alibaba's release of Qwen-14B without any ethical evaluation, reporting of training data sources, evaluation of misuse potential, red-teaming, or anything else resembling best practice for SOTA models - and the lack of discussion of this fact - is extremely disappointing."