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-# ⚙️ ComfyUI Setup Guide (AMD ROCm)
-
-This guide covers installing ComfyUI with FLUX.1-schnell on a Fedora Linux system with an AMD GPU.
-
-## Prerequisites
-
-- AMD GPU with ROCm support (tested: RX 7900 XTX)
-- Fedora Linux (tested: Fedora 43 / kernel 6.19)
-- Python 3.11+
-- ~15GB free disk space (model weights)
-- HuggingFace account with FLUX license accepted
-
-## Step 1: Install ComfyUI
-
-ComfyUI is **not on PyPI** — must be cloned from source:
-
-```bash
-cd ~
-git clone https://github.com/comfyanonymous/ComfyUI
-cd ComfyUI
-python -m venv .venv
-source .venv/bin/activate
-
-# Install PyTorch ROCm build (CRITICAL for AMD GPUs)
-pip install torch torchvision --index-url https://download.pytorch.org/whl/rocm6.2
-
-# Install ComfyUI dependencies
-pip install -r requirements.txt
-```
-
-## Step 2: Download FLUX.1-schnell
-
-FLUX.1-schnell is **gated on HuggingFace** — you must:
-1. Create a HuggingFace account
-2. Accept the FLUX.1-schnell license at https://huggingface.co/black-forest-labs/FLUX.1-schnell
-3. Generate an access token at https://huggingface.co/settings/tokens
-
-```bash
-pip install huggingface_hub
-
-huggingface-cli download black-forest-labs/FLUX.1-schnell \
-  flux1-schnell.safetensors \
-  --local-dir ~/ComfyUI/models/checkpoints \
-  --token YOUR_HF_TOKEN_HERE
-```
-
-## Step 3: Download VAE and CLIP Models
-
-```bash
-# VAE
-huggingface-cli download black-forest-labs/FLUX.1-schnell \
-  ae.safetensors \
-  --local-dir ~/ComfyUI/models/vae
-
-# CLIP models
-huggingface-cli download comfyanonymous/flux_text_encoders \
-  t5xxl_fp8_e4m3fn.safetensors clip_l.safetensors \
-  --local-dir ~/ComfyUI/models/clip
-```
-
-## Step 4: Start ComfyUI
-
-```bash
-cd ~/ComfyUI
-
-# AMD GPU REQUIRES this environment variable
-HSA_OVERRIDE_GFX_VERSION=11.0.0 \
-  nohup .venv/bin/python main.py --listen --port 8188 > /tmp/comfyui.log 2>&1 &
-
-echo "ComfyUI PID: $!"
-```
-
-> ⚠️ `HSA_OVERRIDE_GFX_VERSION=11.0.0` is mandatory for RX 7900 XTX on ROCm. Without it, model loading fails silently.
-
-## Step 5: Verify
-
-```bash
-curl http://localhost:8188/system_stats
-```
-
-## Performance
-
-| GPU | Model | Resolution | Steps | Time |
-|---|---|---|---|---|
-| AMD RX 7900 XTX | FLUX.1-schnell | 1024×1024 | 4 | ~8s |
-| AMD RX 7900 XTX | FLUX.1-schnell | 1280×512 | 4 | ~7s |
-
-## Troubleshooting
-
-| Problem | Solution |
-|---|---|
-| `HTTP 401` downloading model | Accept FLUX license on HuggingFace first |
-| GPU not detected | Ensure `HSA_OVERRIDE_GFX_VERSION=11.0.0` is set |
-| `Connection refused` | Start ComfyUI first, check port 8188 |
-| Slow generation (>60s) | ComfyUI may be running on CPU — check ROCm install |
-| Ollama image gen | As of April 2026: macOS-only, not available on Linux |