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https://github.com/ostris/ai-toolkit.git
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Add force sample toggle to the ui
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@@ -809,7 +809,28 @@ export default function SimpleJob({
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label="Skip First Sample"
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className="pt-4"
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checked={jobConfig.config.process[0].train.skip_first_sample || false}
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onChange={value => setJobConfig(value, 'config.process[0].train.skip_first_sample')}
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onChange={value => {
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setJobConfig(value, 'config.process[0].train.skip_first_sample');
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// cannot do both, so disable the other
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if (value){
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setJobConfig(false, 'config.process[0].train.force_first_sample');
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}
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}}
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/>
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</div>
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<div>
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<Checkbox
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label="Force First Sample"
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className="pt-1"
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checked={jobConfig.config.process[0].train.force_first_sample || false}
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docKey={'train.force_first_sample'}
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onChange={value => {
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setJobConfig(value, 'config.process[0].train.force_first_sample');
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// cannot do both, so disable the other
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if (value){
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setJobConfig(false, 'config.process[0].train.skip_first_sample');
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}
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}}
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/>
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</div>
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<div>
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@@ -817,7 +838,13 @@ export default function SimpleJob({
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label="Disable Sampling"
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className="pt-1"
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checked={jobConfig.config.process[0].train.disable_sampling || false}
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onChange={value => setJobConfig(value, 'config.process[0].train.disable_sampling')}
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onChange={value => {
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setJobConfig(value, 'config.process[0].train.disable_sampling');
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// cannot do both, so disable the other
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if (value){
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setJobConfig(false, 'config.process[0].train.force_first_sample');
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}
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}}
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/>
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</div>
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</FormGroup>
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@@ -75,6 +75,7 @@ export const defaultJobConfig: JobConfig = {
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ema_decay: 0.99,
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},
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skip_first_sample: false,
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force_first_sample: false,
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disable_sampling: false,
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dtype: 'bf16',
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diff_output_preservation: false,
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@@ -155,6 +155,17 @@ const docs: { [key: string]: ConfigDoc } = {
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</>
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),
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},
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'train.force_first_sample': {
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title: 'Force First Sample',
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description: (
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<>
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This option will force the trainer to generate samples when it starts. The trainer will normally only generate a first sample
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when nothing has been trained yet, but will not do a first sample when resuming from an existing checkpoint. This option
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forces a first sample every time the trainer is started. This can be useful if you have changed sample prompts and want to see
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the new prompts right away.
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</>
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),
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},
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};
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export const getDoc = (key: string | null | undefined): ConfigDoc | null => {
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@@ -117,6 +117,7 @@ export interface TrainConfig {
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weight_decay: number;
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};
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skip_first_sample: boolean;
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force_first_sample: boolean;
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disable_sampling: boolean;
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diff_output_preservation: boolean;
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diff_output_preservation_multiplier: number;
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