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Add text_encoder LLM tail (nf4, layers 51-63 + bf16 lm_head) for the prompt assistant

Add text_encoder LLM tail (int8, layers 51-63 + bf16 lm_head) for the prompt assistant

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quantized text_encoder (int8) from memory

quantized transformer_ref (nvfp4) from memory

quantized transformer (nvfp4) from memory

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quantized transformer_ref (nvfp4) from memory

quantized transformer (nvfp4) from memory

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