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@@ -1005,7 +1005,7 @@ We value engineers who are proactive, independent and who ship features and idea
   * Somewhat optimized QLoRA for FLUX / stable diffusion models. Diffusers just added 4bit QLoRA support - make this faster. Provide a Colab notebook tutorial on how to use it. Must fit in 1 x 16GB Tesla T4.
   * Unoptimized Apple Silicon / Metal support LoRA - MLX, Core ML Tools etc support.
   * Utilies to export Unsloth finetunes to vLLM, SGLang & Ollama - LoRA adapters only. Provide a standalone serving interface to vLLM, SGLang
-  * Add float8 + QLoRA support via Torch AO into Unsloth. Show training losses match. Reproducible Colab with L4 GPU. Do not use `use torch.compile`.
+  * Add float8 + QLoRA support via Torch AO into Unsloth. Show training losses match. Reproducible Colab with L4 GPU. Do not use use `torch.compile`.
   * Bitsandbytes 4bit QLoRA dequant Triton kernel - must be faster than CUDA version.
   * Add TPU & AMD support into Unsloth. TPU - Colab & Kaggle notebooks. AMD - Runpod equivalent.
   * Use torch AO and add MXFP4 support in preparation for Blackwell.