Description
This PR resolves two separate crashing issues that occur when loading the Qwen3 text encoder in different quantized formats (FP8 Safetensors and GGUF) alongside the Z-Image model.
Issue 1: Missing lm_head.weight in FP8 Safetensors
Error Traceback: Exception: Missing keys: ['lm_head.weight']
Root Cause: Many quantized FP8 checkpoints intentionally drop the lm_head.weight key to save disk space, as it is tied to model.embed_tokens.weight. However, when fast_load_transformers_model is called, mmgp/offload.py performs a strict key check and crashes.







