Claude
84afe5c571
- New script: comfyui-import-lora.sh — copies .safetensors into ComfyUI's Docker volume and prints step-by-step instructions for wiring it into a workflow and exporting to Open WebUI - README: Add "Using LoRAs with Open WebUI" section documenting the workflow-per-style pattern, multi-LoRA management, and architecture compatibility table https://claude.ai/code/session_01PtYTPherSJaxDEVPgF6Nxu
92 lines
3.8 KiB
Bash
Executable File
92 lines
3.8 KiB
Bash
Executable File
#!/usr/bin/env bash
|
||
# Import a LoRA (.safetensors) into ComfyUI's Docker volume
|
||
# Usage: ./comfyui-import-lora.sh /path/to/my-lora.safetensors
|
||
set -euo pipefail
|
||
|
||
RED='\033[0;31m'; GREEN='\033[0;32m'; YELLOW='\033[1;33m'
|
||
CYAN='\033[0;36m'; BOLD='\033[1m'; NC='\033[0m'
|
||
|
||
if [[ $# -lt 1 ]]; then
|
||
echo -e "${BOLD}Usage:${NC} $0 <lora-file.safetensors> [display-name]"
|
||
echo ""
|
||
echo " Copies a LoRA file into ComfyUI's models/loras/ directory so it"
|
||
echo " can be used in workflows (including via Open WebUI)."
|
||
echo ""
|
||
echo " Examples:"
|
||
echo " $0 ~/Downloads/my-style-lora.safetensors"
|
||
echo " $0 ~/Downloads/my-style-lora.safetensors \"Anime Style\""
|
||
echo ""
|
||
echo " After importing, create a workflow in ComfyUI that uses this LoRA,"
|
||
echo " export it as API format, and import into Open WebUI for chat-based"
|
||
echo " image generation with this LoRA applied automatically."
|
||
exit 1
|
||
fi
|
||
|
||
LORA_FILE="$1"
|
||
DISPLAY_NAME="${2:-$(basename "$LORA_FILE" .safetensors)}"
|
||
|
||
# Validate file exists
|
||
if [[ ! -f "$LORA_FILE" ]]; then
|
||
echo -e "${RED}Error:${NC} File not found: $LORA_FILE"
|
||
exit 1
|
||
fi
|
||
|
||
# Validate file extension
|
||
if [[ "$LORA_FILE" != *.safetensors && "$LORA_FILE" != *.ckpt && "$LORA_FILE" != *.pt ]]; then
|
||
echo -e "${YELLOW}Warning:${NC} File doesn't have a typical LoRA extension (.safetensors, .ckpt, .pt)"
|
||
read -rp "Continue anyway? [y/N] " yn
|
||
[[ "$yn" != [yY]* ]] && exit 1
|
||
fi
|
||
|
||
# Check if ComfyUI container exists
|
||
if ! docker ps -a --format '{{.Names}}' 2>/dev/null | grep -q '^comfyui$'; then
|
||
echo -e "${RED}Error:${NC} ComfyUI container not found. Is the AI stack running?"
|
||
echo " Try: docker compose up -d comfyui"
|
||
exit 1
|
||
fi
|
||
|
||
# Check if container is running
|
||
if ! docker ps --format '{{.Names}}' 2>/dev/null | grep -q '^comfyui$'; then
|
||
echo -e "${YELLOW}ComfyUI container is stopped. Starting it...${NC}"
|
||
docker start comfyui
|
||
sleep 3
|
||
fi
|
||
|
||
FILENAME=$(basename "$LORA_FILE")
|
||
|
||
echo -e "${CYAN}[..]${NC} Copying ${BOLD}$FILENAME${NC} into ComfyUI..."
|
||
|
||
# Copy the LoRA file into the container's loras directory
|
||
docker exec comfyui mkdir -p /opt/ComfyUI/models/loras
|
||
docker cp "$LORA_FILE" "comfyui:/opt/ComfyUI/models/loras/$FILENAME"
|
||
|
||
echo -e "${GREEN}[OK]${NC} LoRA '${DISPLAY_NAME}' copied to ComfyUI!"
|
||
echo ""
|
||
echo -e "${BOLD}Next: Create a workflow that uses this LoRA${NC}"
|
||
echo ""
|
||
echo " 1. Open ComfyUI at http://localhost:8188"
|
||
echo " 2. Load or create a text-to-image workflow"
|
||
echo " 3. Add a ${BOLD}LoRA Loader${NC} node:"
|
||
echo " Right-click canvas → Add Node → loaders → Load LoRA"
|
||
echo " 4. Wire it between the ${BOLD}checkpoint loader${NC} and the ${BOLD}CLIP/sampler${NC}:"
|
||
echo ""
|
||
echo " [Load Checkpoint] → MODEL → [Load LoRA] → MODEL → [KSampler]"
|
||
echo " → CLIP → → CLIP → [CLIP Text Encode]"
|
||
echo ""
|
||
echo " 5. In the LoRA Loader node, select ${BOLD}${FILENAME}${NC}"
|
||
echo " 6. Set ${BOLD}strength_model${NC} and ${BOLD}strength_clip${NC} (start with 0.7–0.85)"
|
||
echo ""
|
||
echo -e "${BOLD}To use from Open WebUI chat (no more ComfyUI interaction needed):${NC}"
|
||
echo ""
|
||
echo " 7. Click the ${BOLD}gear icon${NC} → enable ${BOLD}Dev Mode${NC}"
|
||
echo " 8. Click ${BOLD}Save (API Format)${NC} → saves workflow_api.json"
|
||
echo " 9. In Open WebUI → Admin → Settings → Images → ${BOLD}Import Workflow${NC}"
|
||
echo " 10. Upload the workflow_api.json and map the prompt node"
|
||
echo " 11. Now just chat: \"Generate an image of a forest in ${DISPLAY_NAME} style\""
|
||
echo ""
|
||
echo -e "${YELLOW}Tip:${NC} The LoRA must match your base model architecture."
|
||
echo " SD 1.5 LoRA → SD 1.5 checkpoint. SDXL LoRA → SDXL checkpoint."
|
||
echo ""
|
||
echo -e "${YELLOW}Tip:${NC} Export multiple workflows (one per LoRA/style) and switch"
|
||
echo " between them in Open WebUI's image settings as needed."
|