Improve Automatic Configuration Setup #4

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Open
Improve Automatic Configuration Setup#4
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bugSomething isn't workinghelp wantedExtra attention is needed

Description

@Puneet-Kumar2010
Puneet-Kumar2010
opened on Aug 23, 2026

Improve the automatic configuration setup so users don't have to manually configure every training parameter.

Suggested improvements
Automatically detect the dataset type and structure.
Automatically select suitable training parameters based on the available data.
Provide sensible default values for common settings.
Detect available hardware and adjust configuration accordingly.
Automatically validate the configuration before training starts.
Show the detected configuration and allow users to modify it when needed.
Provide clear warnings when a configuration may cause errors or poor results.

The goal is to make the setup process more automatic, beginner-friendly, and reliable, while still allowing advanced users to customize the configuration.

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      , 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
       blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

      Skip to content
      Improve Automatic Configuration Setup #4
      Open
      Open
      Improve Automatic Configuration Setup#4
      Labels
      bugSomething isn't workinghelp wantedExtra attention is needed
      Description
      @Puneet-Kumar2010
      Puneet-Kumar2010
      opened on Aug 23, 2026
      Improve the automatic configuration setup so users don't have to manually configure every training parameter.
      Suggested improvements
      
Automatically detect the dataset type and structure.
      
Automatically select suitable training parameters based on the available data.
      
Provide sensible default values for common settings.
      
Detect available hardware and adjust configuration accordingly.
      
Automatically validate the configuration before training starts.
      
Show the detected configuration and allow users to modify it when needed.
      
Provide clear warnings when a configuration may cause errors or poor results.
      The goal is to make the setup process more automatic, beginner-friendly, and reliable, while still allowing advanced users to customize the configuration.
      Activity
      Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
      Metadata
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      No one assigned
        Labels
        bugSomething isn't workinghelp wantedExtra attention is needed
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

          Skip to content
          Improve Automatic Configuration Setup #4
          Open
          Open
          Improve Automatic Configuration Setup#4
          Labels
          bugSomething isn't workinghelp wantedExtra attention is needed
          Description
          @Puneet-Kumar2010
          Puneet-Kumar2010
          opened on Aug 23, 2026
          Improve the automatic configuration setup so users don't have to manually configure every training parameter.
          Suggested improvements
          
Automatically detect the dataset type and structure.
          
Automatically select suitable training parameters based on the available data.
          
Provide sensible default values for common settings.
          
Detect available hardware and adjust configuration accordingly.
          
Automatically validate the configuration before training starts.
          
Show the detected configuration and allow users to modify it when needed.
          
Provide clear warnings when a configuration may cause errors or poor results.
          The goal is to make the setup process more automatic, beginner-friendly, and reliable, while still allowing advanced users to customize the configuration.
          Activity
          Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
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          Metadata
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          No one assigned
            Labels
            bugSomething isn't workinghelp wantedExtra attention is needed
            Projects
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              No milestone
              Relationships
              None yet
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              No branches or pull requests
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

              Skip to content
              Improve Automatic Configuration Setup #4
              Open
              Open
              Improve Automatic Configuration Setup#4
              Labels
              bugSomething isn't workinghelp wantedExtra attention is needed
              Description
              @Puneet-Kumar2010
              Puneet-Kumar2010
              opened on Aug 23, 2026
              Improve the automatic configuration setup so users don't have to manually configure every training parameter.
              Suggested improvements
              
Automatically detect the dataset type and structure.
              
Automatically select suitable training parameters based on the available data.
              
Provide sensible default values for common settings.
              
Detect available hardware and adjust configuration accordingly.
              
Automatically validate the configuration before training starts.
              
Show the detected configuration and allow users to modify it when needed.
              
Provide clear warnings when a configuration may cause errors or poor results.
              The goal is to make the setup process more automatic, beginner-friendly, and reliable, while still allowing advanced users to customize the configuration.
              Activity
              Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
              Metadata
              Metadata
              Assignees
              No one assigned
                Labels
                bugSomething isn't workinghelp wantedExtra attention is needed
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                  No milestone
                  Relationships
                  None yet
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                  No branches or pull requests
                  Issue actions
                  
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

                  Skip to content
                  Improve Automatic Configuration Setup #4
                  Open
                  Open
                  Improve Automatic Configuration Setup#4
                  Labels
                  bugSomething isn't workinghelp wantedExtra attention is needed
                  Description
                  @Puneet-Kumar2010
                  Puneet-Kumar2010
                  opened on Aug 23, 2026
                  Improve the automatic configuration setup so users don't have to manually configure every training parameter.
                  Suggested improvements
                  
Automatically detect the dataset type and structure.
                  
Automatically select suitable training parameters based on the available data.
                  
Provide sensible default values for common settings.
                  
Detect available hardware and adjust configuration accordingly.
                  
Automatically validate the configuration before training starts.
                  
Show the detected configuration and allow users to modify it when needed.
                  
Provide clear warnings when a configuration may cause errors or poor results.
                  The goal is to make the setup process more automatic, beginner-friendly, and reliable, while still allowing advanced users to customize the configuration.
                  Activity
                  Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
                  Metadata
                  Metadata
                  Assignees
                  No one assigned
                    Labels
                    bugSomething isn't workinghelp wantedExtra attention is needed
                    Projects
                    No projects
                      Milestone
                      No milestone
                      Relationships
                      None yet
                      Development
                      No branches or pull requests
                      Issue actions
                      
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

                      Skip to content
                      Improve Automatic Configuration Setup #4
                      Open
                      Open
                      Improve Automatic Configuration Setup#4
                      Labels
                      bugSomething isn't workinghelp wantedExtra attention is needed
                      Description
                      @Puneet-Kumar2010
                      Puneet-Kumar2010
                      opened on Aug 23, 2026
                      Improve the automatic configuration setup so users don't have to manually configure every training parameter.
                      Suggested improvements
                      
Automatically detect the dataset type and structure.
                      
Automatically select suitable training parameters based on the available data.
                      
Provide sensible default values for common settings.
                      
Detect available hardware and adjust configuration accordingly.
                      
Automatically validate the configuration before training starts.
                      
Show the detected configuration and allow users to modify it when needed.
                      
Provide clear warnings when a configuration may cause errors or poor results.
                      The goal is to make the setup process more automatic, beginner-friendly, and reliable, while still allowing advanced users to customize the configuration.
                      Activity
                      Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
                      Metadata
                      Metadata
                      Assignees
                      No one assigned
                        Labels
                        bugSomething isn't workinghelp wantedExtra attention is needed
                        Projects
                        No projects
                          Milestone
                          No milestone
                          Relationships
                          None yet
                          Development
                          No branches or pull requests
                          Issue actions
                          
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

                          Skip to content
                          Improve Automatic Configuration Setup #4
                          Open
                          Open
                          Improve Automatic Configuration Setup#4
                          Labels
                          bugSomething isn't workinghelp wantedExtra attention is needed
                          Description
                          @Puneet-Kumar2010
                          Puneet-Kumar2010
                          opened on Aug 23, 2026
                          Improve the automatic configuration setup so users don't have to manually configure every training parameter.
                          Suggested improvements
                          
Automatically detect the dataset type and structure.
                          
Automatically select suitable training parameters based on the available data.
                          
Provide sensible default values for common settings.
                          
Detect available hardware and adjust configuration accordingly.
                          
Automatically validate the configuration before training starts.
                          
Show the detected configuration and allow users to modify it when needed.
                          
Provide clear warnings when a configuration may cause errors or poor results.
                          The goal is to make the setup process more automatic, beginner-friendly, and reliable, while still allowing advanced users to customize the configuration.
                          Activity
                          Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
                          Metadata
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                          Assignees
                          No one assigned
                            Labels
                            bugSomething isn't workinghelp wantedExtra attention is needed
                            Projects
                            No projects
                              Milestone
                              No milestone
                              Relationships
                              None yet
                              Development
                              No branches or pull requests
                              Issue actions
                              
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

                              Skip to content
                              Improve Automatic Configuration Setup #4
                              Open
                              Open
                              Improve Automatic Configuration Setup#4
                              Labels
                              bugSomething isn't workinghelp wantedExtra attention is needed
                              Description
                              @Puneet-Kumar2010
                              Puneet-Kumar2010
                              opened on Aug 23, 2026
                              Improve the automatic configuration setup so users don't have to manually configure every training parameter.
                              Suggested improvements
                              
Automatically detect the dataset type and structure.
                              
Automatically select suitable training parameters based on the available data.
                              
Provide sensible default values for common settings.
                              
Detect available hardware and adjust configuration accordingly.
                              
Automatically validate the configuration before training starts.
                              
Show the detected configuration and allow users to modify it when needed.
                              
Provide clear warnings when a configuration may cause errors or poor results.
                              The goal is to make the setup process more automatic, beginner-friendly, and reliable, while still allowing advanced users to customize the configuration.
                              Activity
                              Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
                              Metadata
                              Metadata
                              Assignees
                              No one assigned
                                Labels
                                bugSomething isn't workinghelp wantedExtra attention is needed
                                Projects
                                No projects
                                  Milestone
                                  No milestone
                                  Relationships
                                  None yet
                                  Development
                                  No branches or pull requests
                                  Issue actions