[Feature]: Improved custom model registration
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feature request
Model customization
- Dominant language
- Python
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Description
🚀 The feature, motivation and pitch
When implementing a drafter factory for Eagle models, we had to load a custom model definition, and opted to make a factory to reduce hacks introduced to the AutoModelForCausalLMFactory (see: https://github.com/NVIDIA/TensorRT-LLM/pull/10674#discussion_r2728071770).
In general, it seems unsustainable to have to make a factory for each new model. We should consider a cleaner way to load custom models without introducing corner cases and specific workarounds to AutoModelForCausalLMFactory
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