ComfyUI Node
FL Kohya Adv Config
A ComfyUI node in 🏵️Fill Nodes/Training with 25 inputs and 1 output.
FL Kohya Adv Config
- advanced_config
â—„xformersenableâ–ş
â—„sdpadisableâ–ş
â—„fp8_basedisableâ–ş
â—„mixed_precisionfp16â–ş
â—„gradient_accumulation_steps1â–ş
â—„gradient_checkpointingdisableâ–ş
â—„cache_latentsenableâ–ş
â—„cache_latents_to_diskenableâ–ş
â—„network_dim16â–ş
â—„network_alpha8â–ş
â—„network_modulenetworks.loraâ–ş
â—„network_train_unet_onlyenableâ–ş
â—„lr_schedulercosineâ–ş
â—„lr_scheduler_num_cycles1â–ş
â—„optimizer_typeAdamWâ–ş
â—„lr_warmup_steps0â–ş
â—„unet_lrâ–ş
â—„text_encoder_lrâ–ş
â—„shuffle_captiondisableâ–ş
â—„save_precisionfp16â–ş
â—„persistent_data_loader_workersenableâ–ş
â—„no_metadataenableâ–ş
â—„noise_offset0.10â–ş
â—„no_half_vaeenableâ–ş
â—„lowramdisableâ–ş
Category🏵️Fill Nodes/Training
Inputs (25)
| Name | Type | Default | Description |
|---|---|---|---|
| xformers | COMBO | enable | 2 options: enable, disable |
| sdpa | COMBO | disable | 2 options: enable, disable |
| fp8_base | COMBO | disable | 2 options: enable, disable |
| mixed_precision | COMBO | fp16 | 3 options: no, fp16, bf16 |
| gradient_accumulation_steps | INT | 1 | — |
| gradient_checkpointing | COMBO | disable | 2 options: enable, disable |
| cache_latents | COMBO | enable | 2 options: enable, disable |
| cache_latents_to_disk | COMBO | enable | 2 options: enable, disable |
| network_dim | INT | 16 | — |
| network_alpha | INT | 8 | — |
| network_module | COMBO | networks.lora | 3 options: networks.lora, networks.dylora, networks.oft |
| network_train_unet_only | COMBO | enable | 2 options: enable, disable |
| lr_scheduler | COMBO | cosine | 7 options: linear, cosine, cosine_with_restarts, polynomial, constant, constant_with_warmup, +1 |
| lr_scheduler_num_cycles | INT | 1 | — |
| optimizer_type | COMBO | AdamW | 18 options: AdamW, AdamW8bit, PagedAdamW, PagedAdamW8bit, PagedAdamW32bit, Lion8bit, +12 |
| lr_warmup_steps | INT | 0 | — |
| unet_lr | STRING | — | |
| text_encoder_lr | STRING | — | |
| shuffle_caption | COMBO | disable | 2 options: enable, disable |
| save_precision | COMBO | fp16 | 3 options: float, fp16, bf16 |
| persistent_data_loader_workers | COMBO | enable | 2 options: enable, disable |
| no_metadata | COMBO | enable | 2 options: enable, disable |
| noise_offset | FLOAT | 0.10 | — |
| no_half_vae | COMBO | enable | 2 options: enable, disable |
| lowram | COMBO | disable | 2 options: enable, disable |
Outputs (1)
| Name | Type | Description |
|---|---|---|
| advanced_config | FL_TT_SS_AdvConfig | — |