Merge pull request #3094 from AlpinDale/top-nsigma
feat: add top nsigma sampler support
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commit
0791f5bbae
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@ -1291,6 +1291,14 @@
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<input class="neo-range-slider" type="range" id="epsilon_cutoff_textgenerationwebui" name="volume" min="0" max="9" step="0.01">
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<input class="neo-range-input" type="number" min="0" max="9" step="0.01" data-for="epsilon_cutoff_textgenerationwebui" id="epsilon_cutoff_counter_textgenerationwebui">
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</div>
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<div data-tg-type="aphrodite" class="alignitemscenter flex-container flexFlowColumn flexBasis30p flexGrow flexShrink gap0">
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<small>
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<span data-i18n="Top nsigma">Top nsigma</span>
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<div class="fa-solid fa-circle-info opacity50p" title="A sampling method that filters logits based on their statistical properties. It keeps tokens within n standard deviations of the maximum logit value, providing a simpler alternative to top-p/top-k sampling while maintaining sampling stability across different temperatures."></div>
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</small>
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<input class="neo-range-slider" type="range" id="nsigma_textgenerationwebui" name="volume" min="0" max="5" step="0.01">
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<input class="neo-range-input" type="number" min="0" max="5" step="0.01" data-for="nsigma_textgenerationwebui" id="nsigma_counter_textgenerationwebui">
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</div>
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<div data-tg-type="ooba,mancer,aphrodite" class="alignitemscenter flex-container flexFlowColumn flexBasis30p flexGrow flexShrink gap0">
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<small>
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<span data-i18n="Eta Cutoff">Eta Cutoff</span>
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@ -642,6 +642,10 @@ async function CreateZenSliders(elmnt) {
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numSteps = 50;
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decimals = 1;
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}
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if (sliderID == 'nsigma') {
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numSteps = 50;
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decimals = 1;
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}
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//customize steps
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if (sliderID == 'mirostat_mode_textgenerationwebui' ||
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sliderID == 'mirostat_mode_kobold') {
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@ -686,6 +690,7 @@ async function CreateZenSliders(elmnt) {
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sliderID == 'penalty_alpha_textgenerationwebui' ||
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sliderID == 'length_penalty_textgenerationwebui' ||
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sliderID == 'epsilon_cutoff_textgenerationwebui' ||
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sliderID == 'nsigma' ||
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sliderID == 'rep_pen_range' ||
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sliderID == 'eta_cutoff_textgenerationwebui' ||
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sliderID == 'top_a_textgenerationwebui' ||
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@ -193,6 +193,7 @@ const settings = {
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openrouter_allow_fallbacks: true,
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xtc_threshold: 0.1,
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xtc_probability: 0,
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nsigma: 0.0,
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featherless_model: '',
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};
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@ -265,6 +266,7 @@ export const setting_names = [
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'openrouter_allow_fallbacks',
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'xtc_threshold',
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'xtc_probability',
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'nsigma',
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];
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const DYNATEMP_BLOCK = document.getElementById('dynatemp_block_ooba');
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@ -1186,6 +1188,7 @@ export function getTextGenGenerationData(finalPrompt, maxTokens, isImpersonate,
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'sampler_order': settings.type === textgen_types.KOBOLDCPP ? settings.sampler_order : undefined,
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'xtc_threshold': settings.xtc_threshold,
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'xtc_probability': settings.xtc_probability,
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'nsigma': settings.nsigma,
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};
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const nonAphroditeParams = {
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'rep_pen': settings.rep_pen,
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@ -1253,6 +1256,7 @@ export function getTextGenGenerationData(finalPrompt, maxTokens, isImpersonate,
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'dynatemp_exponent': dynatemp ? settings.dynatemp_exponent : undefined,
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'xtc_threshold': settings.xtc_threshold,
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'xtc_probability': settings.xtc_probability,
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'nsigma': settings.nsigma,
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'custom_token_bans': toIntArray(banned_tokens),
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};
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