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Train custom AI models (LoRA) on fal.ai — personalize image generation for specific people, styles, objects, or video generation. Use when the user requests "Train model", "Train LoRA", "Fine-tune", "Custom model", "Train on my images", "Portrait training".
npx skill4agent add fal-ai-community/skills fal-train| Script | Purpose |
|---|---|
| Submit a LoRA training job |
./scripts/train.sh --images-url "https://example.com/training-images.zip" --trigger-word "sks style" --model fal-ai/flux-lora-fast-training./scripts/train.sh --images-url "https://example.com/face-photos.zip" --trigger-word "ohwx person" --model fal-ai/flux-lora-portrait-trainer./scripts/train.sh --status --endpoint fal-ai/flux-lora-fast-training --request-id "abc123"| Argument | Description | Required |
|---|---|---|
| URL to zip of training images | Yes |
| Word to activate the LoRA in prompts | Yes |
| Training model endpoint | No (default: fal-ai/flux-lora-fast-training) |
| Training steps | No (default: 1000) |
| Check training job status | No |
| Endpoint for status check | With --status |
| Request ID for status check | With --status |
| Extra param as key=value (repeatable) | No |
# Search for LoRA training models
bash /mnt/skills/user/fal-generate/scripts/search-models.sh --query "lora training"
bash /mnt/skills/user/fal-generate/scripts/search-models.sh --query "trainer"
bash /mnt/skills/user/fal-generate/scripts/search-models.sh --query "fine-tune"search_models{
"diffusers_lora_file": {
"url": "https://fal.media/files/.../lora.safetensors",
"content_type": "application/octet-stream",
"file_name": "lora.safetensors",
"file_size": 12345678
},
"config_file": {
"url": "https://fal.media/files/.../config.json"
}
}diffusers_lora_file.urllora_url