This LoRa is quite an experimental mess and could probably be split into two or three separate. It will take some finagling to get good results, sorry bout that :P. There are better ones that actually puts more clutter in images.

Training data is available to study at your leisure (I tidied it a bit, removed duplicate files) ----------->

have a look at showcase image prompts to get an idea what works and doesn't

So far this seems to work well to create (suggested tag combinations, modify to your liking):

clutter, trash, dark, low key, backlit, spot lighting, glass jars, green liquid, green glass, glass bottle, red liquid, yellow liquid, red goo, green goo, yellow goo, (esp. with strength cranked up all the way to 2 but you might want to tone it down a bit; things get weird)

clutter, thrash, cluttered shed, boxes labeled 'stuff', tangled cables, tools, batteries, charger, 18650 randomness, various objects, wall painting, low key, spot lighting, BREAK glass jars, green liquid, green glass, glass bottle, red liquid, backlit, (BREAK is mostly for comical reasons, before glass here)

coffee beans, orange cat, black cat, clutter, trash, messy bench, cans, tools, computer parts, electronics, light bulbs, battery charger, batteries, charger, 18650, wires, cardboard boxes, random items, various objects, disorganized storage, stone wall, low key, spot lighting,

clutter, trash, purple hoses, cans, tools, light bulbs, cardboard boxes, wooden shelf, random items, disorganized storage, dark, low key, spot lighting, snow, various objects,

clutter, trash, outdoor, coffee beans, logs, gardening tools, tools, randomness, plastic chairs, watering cans, buckets, plants, garden tools, vines, various objects, low key, spot lighting, stone wall,

black cat, orange cat, clutter, trash, garage, glass bottle, green goo, electronics, charger, 18650, glass jar, red liquid, axe, log, debris, coffee beans, backlit, low key

clutter, trash, glass bottle, tools, coffee beans, electronics, canned food, bottle, pile of canned food, plastic bags, cardboard boxes, clutter, trash, messy storage, various items, detailed, concrete floor, dead mouse, belly up,

Worthwhile tags to try (fixed the list to more copy/paste friendly formatting; I recommend picking the ones that you want, not all, or things might get weird):

clutter, thrash, wires, garage, tools, coffee beans, battery, 18650, charger, electronics, cans, messy, messy workspace, messy storage, randomness, disorganized, random items, disorganized storage, various objects, plastic bags, pots, wood shavings, log, computer parts, debris, purple hoses, cable, plastic container, cardboard box, boxes labeled 'stuff', bucket, axe, kitchen, kitchen utensils, canned food, light bulbs, stone wall, plastic chairs, watering cans, buckets, plants, garden tools, outdoor, vines, pine needles, snow, cat, green goo, red goo, yellow goo, glass bottle, glass jars, backlit, dark, low key,

So far I have had good results with 🥂🎆SDXL FaeTastic🎆🥂, Omnium, and interestingly weird results with Painter's Checkpoint (oil paint / oil painting art style), it kinda tones down the style and sometimes even removes clutter, compared to same prompt without LoRA. Other SDXL checkpoints should also work.

Threw some pics taken with my phone of mostly clutter and trash (+some random different) in the onsite trainer to cook just to see what happens. (Oh yeah four images were provided by a friend, Kiitos!) Autogenerated samples look "promising".

I'll be creating a new LoRA with focus low key backlit color liquids at some point in the future, don't be holding your breath though.