Run on Badgr
LoRA Training
Fine-tune LoRA adapters on open models with cost-capped training jobs, checkpoint logs, and automatic teardown when training completes.
Specific LoRA Training jobs
Train a Flux LoRA
Fine-tune a LoRA adapter on Flux.1 from a small image set — for a style, subject, or product look you want Flux to reproduce consistently.
Train an SDXL LoRA
Fine-tune a LoRA adapter on Stable Diffusion XL — the most common LoRA training target for style and subject customization in ComfyUI workflows.
Train a brand style LoRA
Fine-tune a LoRA on a brand's existing visual assets (marketing images, product renders) so future generations match a consistent brand look.
Train a character LoRA
Fine-tune a LoRA on a specific character (original IP, illustrated, or photoreal) so it can be reproduced consistently across poses and scenes.
Train a product LoRA
Fine-tune a LoRA on a specific product (packaging, shape, logo placement) so it can be generated in new scenes and backgrounds without a full photoshoot.
Train a person LoRA
Fine-tune a LoRA on a specific person's likeness from reference photos, for consistent portraits and scenes — subject to Badgr's usage policy for likeness training.
Train a general art style LoRA
Fine-tune a LoRA on a visual art style (illustration, painting technique, render style) independent of any single subject or character.
Resume LoRA training from a checkpoint
Continue a previous LoRA training run from its last saved checkpoint — for extending training after hitting a max-cost limit, or fine-tuning further after review.
Compatible GPU routes
Example command
badgr run "python train_lora.py --config lora.yaml" \
--gpu A100_40GB \
--max-cost 15 \
--max-runtime 240Common failure modes
Training job exceeds max-cost before convergence
Lower batch size or rank, or split training into checkpointed resumable runs.
Out of memory during gradient accumulation
Move to A100 80GB or enable gradient checkpointing / 8-bit optimizers.
Dataset upload times out on job start
Pre-stage datasets to object storage and reference a URL instead of uploading inline.
Routes for LoRA Training
A6000 48GB · United States
Estimatedstarting from $0.75/hr
Badgr estimated starting price
Best for
ComfyUI, LoRA Training
Startup: 3–8 min
Reliability: High
Last checked: Live marketplace price not available yet
A6000 48GB · United States
Estimatedstarting from $0.75/hr
Badgr estimated starting price
Best for
ComfyUI, LoRA Training
Startup: 3–8 min
Reliability: Good
Last checked: Live marketplace price not available yet
A6000 48GB · United States
Estimatedstarting from $0.75/hr
Badgr estimated starting price
Best for
ComfyUI, LoRA Training
Startup: 3–8 min
Reliability: Good
Last checked: Live marketplace price not available yet
A6000 48GB · Europe
Estimatedstarting from $0.75/hr
Badgr estimated starting price
Best for
ComfyUI, LoRA Training
Startup: 3–8 min
Reliability: Good
Last checked: Live marketplace price not available yet
A6000 48GB · Europe
Estimatedstarting from $0.75/hr
Badgr estimated starting price
Best for
ComfyUI, LoRA Training
Startup: 3–8 min
Reliability: Good
Last checked: Live marketplace price not available yet
A6000 48GB · Europe
Estimatedstarting from $0.75/hr
Badgr estimated starting price
Best for
ComfyUI, LoRA Training
Startup: 3–8 min
Reliability: Good
Last checked: Live marketplace price not available yet