LoRA / TTS Studio · Public interactive demo

Configuration CONFIG

01Computing power node COMPUTE

Run configuration

execution mode

data boundaries

Public empty shell · Not connected to the real training environment

The button only advances the status in the browser, and does not submit training or connect to remote computing power.

02Data set DATASET

Data set

Recursively collect .jpg / .jpeg / .png / .webp / .bmp

03preprocessing PREPROCESS

Real life mode (one click: RealVisXL + JoyCaption + real person parameter adjustment)

architecture arch

visual style

labeler captioner

joycaption: Only cropping and uploading are done locally, and marking is run on the pod (the model is 16GB and cannot be run locally)

Local cropping (YuNet three layers · face close-up + upper upper body + orig original image)

trigger word prefix

training repeats {N}_TrainReady prefix

AI cutout to remove background (InSPyReNet) Florence-2 NLP caption

Intrinsic feature tags (comma separated, automatically stripped)

Force cleanup of blacklist (comma separated, leave blank to bypass interactive menu)

04training TRAIN

Bottom mold

LoRA type

quality file

Subject type

Video memory GB

Real-life file parameter adjustment (reduced LR / AdamW8bit / no shuffle / tightened the number of steps) Breakpoint training resumption (state synchronization HF · pod is preempted/destroyed, training can be resumed without losing progress)

output name

trigger words

process SEQUENCE

telemetry log TELEMETRY

Channel standby · CHANNEL IDLE After filling in the configuration on the left, click "Start Process" to start telemetry.

Assistant DEEPSEEK V4

Permission and confirmation system

Assistant on standby · STANDBY

The public version only demonstrates parameter reading, status switching and workflow feedback; it will not connect to the model, read keys or trigger paid tasks.

New job NEW JOB

01Data source SOURCE

output name output_name

Bottom mold

trigger words

Data set

02parameters PARAMS

gear

Marking

Realistic mode Continue running #26 · Save every 250 steps

03Advanced coverage OVERRIDES · OVR_*

network_dim

network_alpha

steps

scheduler

Empty = param_engine is automatically calculated. Only fill in the coverage items that you want to change.

Job Queue · Single GPU Serial + Auto Relay QUEUE

total 0 · Run 0 · Queuing 0 · Completed 0 · Engine queue_runner.sh nohup prevention

New from left · Add to queue

batch0 assignments

Cumulative steps0 / 0

Remaining—

expected to be completed—

engineIDLE

queue control CONTROL

batch progress0 / 0 Completed · 0%

queue_runner not detected

The public empty shell only demonstrates queue, pause, resume and status writeback, and does not connect to the remote executor.

--:--:-- Queue engine is on standby · Started after joining the job