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The terminal chat application is a basic example of how to use the harmony format together with the PyTorch, Triton, and vLLM implementations. It also exposes both the python and browser tool as optional tools that can be used. We also include an optimized reference implementation that uses an optimized triton MoE kernel that supports MXFP4. It also has some optimization on the attention code to reduce the memory cost. To run this implementation, the nightly version of triton and torch will be installed. This version can be run on a single 80GB GPU for gpt-oss-120b. You can use gpt-oss-120b and gpt-oss-20b with the Transformers library. If you use Transformers’ chat template, it will automatically apply the harmony response format. If you use model.generate directly, you need to apply the harmony format manually using the chat template or use our openai-harmony package. Act as an Expert Technical Architecture in Mobile, having more then 20 yearsof expertise in mobile technologies and development of various domain withcloud and native architecting design.
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