@Epoch-AI-Lab

Epoch AI

We do research...
README.md

Epoch AI Lab

Independent research for controlled model change.

Epoch AI Lab studies preservation-aware post-training: how to adapt small open models while measuring what changed, what stayed intact, and what should remain restricted.

Start Here

Current Focus

  • Upcoming Model Work !
  • Frozen-Core / layer-restricted adaptation
  • Low-compute training paths
  • Evidence-gated model release

Release Boundary

We publish claims, code paths, and aggregate evidence where safe.

We do not publish exact ablation coordinates, bypass recipes, or details that make safety removal easier.

Repositories

Coming soon:

  • frozen-core
  • model-tournament
  • eval-cards
  • website

Contact

davekriday@gmail.com

Popular repositories Loading

  1. t4-cuda t4-cudaPublic

    Tesla T4 Optimizations

    Python 1

  2. blueline bluelinePublic

    Rust 1

  3. oot ootPublic

    Rust 1

  4. .github .githubPublic

  5. taproot taprootPublic

    Rust

Repositories

Showing 5 of 5 repositories

People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages

Loading…

Most used topics

Loading…

, '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
@Epoch-AI-Lab

Epoch AI

We do research...
README.md
Epoch AI Lab
Independent research for controlled model change.
Epoch AI Lab studies preservation-aware post-training: how to adapt small open models while measuring what changed, what stayed intact, and what should remain restricted.
Start Here
Current Focus
  • Upcoming Model Work !
  • Frozen-Core / layer-restricted adaptation
  • Low-compute training paths
  • Evidence-gated model release
Release Boundary
We publish claims, code paths, and aggregate evidence where safe.
We do not publish exact ablation coordinates, bypass recipes, or details that make safety removal easier.
Repositories
Coming soon:
  • frozen-core
  • model-tournament
  • eval-cards
  • website
Contact
davekriday@gmail.com

Popular repositories
Loading
  1. 
t4-cuda
t4-cudaPublic
    
Tesla T4 Optimizations

    Python
1

  2. 
blueline
bluelinePublic
    Rust
1

  3. 
oot
ootPublic
    Rust
1

  4. 
.github
.githubPublic
  5. 
taproot
taprootPublic
    Rust

Repositories

Showing 5 of 5 repositories
People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages
Loading…
Most used topics
Loading…

, '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
@Epoch-AI-Lab

Epoch AI

We do research...
README.md
Epoch AI Lab
Independent research for controlled model change.
Epoch AI Lab studies preservation-aware post-training: how to adapt small open models while measuring what changed, what stayed intact, and what should remain restricted.
Start Here
Current Focus
  • Upcoming Model Work !
  • Frozen-Core / layer-restricted adaptation
  • Low-compute training paths
  • Evidence-gated model release
Release Boundary
We publish claims, code paths, and aggregate evidence where safe.
We do not publish exact ablation coordinates, bypass recipes, or details that make safety removal easier.
Repositories
Coming soon:
  • frozen-core
  • model-tournament
  • eval-cards
  • website
Contact
davekriday@gmail.com

Popular repositories
Loading
  1. 
t4-cuda
t4-cudaPublic
    
Tesla T4 Optimizations

    Python
1

  2. 
blueline
bluelinePublic
    Rust
1

  3. 
oot
ootPublic
    Rust
1

  4. 
.github
.githubPublic
  5. 
taproot
taprootPublic
    Rust

Repositories

Showing 5 of 5 repositories
People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages
Loading…
Most used topics
Loading…

, '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
@Epoch-AI-Lab

Epoch AI

We do research...
README.md
Epoch AI Lab
Independent research for controlled model change.
Epoch AI Lab studies preservation-aware post-training: how to adapt small open models while measuring what changed, what stayed intact, and what should remain restricted.
Start Here
Current Focus
  • Upcoming Model Work !
  • Frozen-Core / layer-restricted adaptation
  • Low-compute training paths
  • Evidence-gated model release
Release Boundary
We publish claims, code paths, and aggregate evidence where safe.
We do not publish exact ablation coordinates, bypass recipes, or details that make safety removal easier.
Repositories
Coming soon:
  • frozen-core
  • model-tournament
  • eval-cards
  • website
Contact
davekriday@gmail.com

Popular repositories
Loading
  1. 
t4-cuda
t4-cudaPublic
    
Tesla T4 Optimizations

    Python
1

  2. 
blueline
bluelinePublic
    Rust
1

  3. 
oot
ootPublic
    Rust
1

  4. 
.github
.githubPublic
  5. 
taproot
taprootPublic
    Rust

Repositories

Showing 5 of 5 repositories
People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages
Loading…
Most used topics
Loading…

, '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
@Epoch-AI-Lab

Epoch AI

We do research...
README.md
Epoch AI Lab
Independent research for controlled model change.
Epoch AI Lab studies preservation-aware post-training: how to adapt small open models while measuring what changed, what stayed intact, and what should remain restricted.
Start Here
Current Focus
  • Upcoming Model Work !
  • Frozen-Core / layer-restricted adaptation
  • Low-compute training paths
  • Evidence-gated model release
Release Boundary
We publish claims, code paths, and aggregate evidence where safe.
We do not publish exact ablation coordinates, bypass recipes, or details that make safety removal easier.
Repositories
Coming soon:
  • frozen-core
  • model-tournament
  • eval-cards
  • website
Contact
davekriday@gmail.com

Popular repositories
Loading
  1. 
t4-cuda
t4-cudaPublic
    
Tesla T4 Optimizations

    Python
1

  2. 
blueline
bluelinePublic
    Rust
1

  3. 
oot
ootPublic
    Rust
1

  4. 
.github
.githubPublic
  5. 
taproot
taprootPublic
    Rust

Repositories

Showing 5 of 5 repositories
People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages
Loading…
Most used topics
Loading…

, '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
@Epoch-AI-Lab

Epoch AI

We do research...
README.md
Epoch AI Lab
Independent research for controlled model change.
Epoch AI Lab studies preservation-aware post-training: how to adapt small open models while measuring what changed, what stayed intact, and what should remain restricted.
Start Here
Current Focus
  • Upcoming Model Work !
  • Frozen-Core / layer-restricted adaptation
  • Low-compute training paths
  • Evidence-gated model release
Release Boundary
We publish claims, code paths, and aggregate evidence where safe.
We do not publish exact ablation coordinates, bypass recipes, or details that make safety removal easier.
Repositories
Coming soon:
  • frozen-core
  • model-tournament
  • eval-cards
  • website
Contact
davekriday@gmail.com

Popular repositories
Loading
  1. 
t4-cuda
t4-cudaPublic
    
Tesla T4 Optimizations

    Python
1

  2. 
blueline
bluelinePublic
    Rust
1

  3. 
oot
ootPublic
    Rust
1

  4. 
.github
.githubPublic
  5. 
taproot
taprootPublic
    Rust

Repositories

Showing 5 of 5 repositories
People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages
Loading…
Most used topics
Loading…

, '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
@Epoch-AI-Lab

Epoch AI

We do research...
README.md
Epoch AI Lab
Independent research for controlled model change.
Epoch AI Lab studies preservation-aware post-training: how to adapt small open models while measuring what changed, what stayed intact, and what should remain restricted.
Start Here
Current Focus
  • Upcoming Model Work !
  • Frozen-Core / layer-restricted adaptation
  • Low-compute training paths
  • Evidence-gated model release
Release Boundary
We publish claims, code paths, and aggregate evidence where safe.
We do not publish exact ablation coordinates, bypass recipes, or details that make safety removal easier.
Repositories
Coming soon:
  • frozen-core
  • model-tournament
  • eval-cards
  • website
Contact
davekriday@gmail.com

Popular repositories
Loading
  1. 
t4-cuda
t4-cudaPublic
    
Tesla T4 Optimizations

    Python
1

  2. 
blueline
bluelinePublic
    Rust
1

  3. 
oot
ootPublic
    Rust
1

  4. 
.github
.githubPublic
  5. 
taproot
taprootPublic
    Rust

Repositories

Showing 5 of 5 repositories
People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages
Loading…
Most used topics
Loading…

, '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
@Epoch-AI-Lab

Epoch AI

We do research...
README.md
Epoch AI Lab
Independent research for controlled model change.
Epoch AI Lab studies preservation-aware post-training: how to adapt small open models while measuring what changed, what stayed intact, and what should remain restricted.
Start Here
Current Focus
  • Upcoming Model Work !
  • Frozen-Core / layer-restricted adaptation
  • Low-compute training paths
  • Evidence-gated model release
Release Boundary
We publish claims, code paths, and aggregate evidence where safe.
We do not publish exact ablation coordinates, bypass recipes, or details that make safety removal easier.
Repositories
Coming soon:
  • frozen-core
  • model-tournament
  • eval-cards
  • website
Contact
davekriday@gmail.com

Popular repositories
Loading
  1. 
t4-cuda
t4-cudaPublic
    
Tesla T4 Optimizations

    Python
1

  2. 
blueline
bluelinePublic
    Rust
1

  3. 
oot
ootPublic
    Rust
1

  4. 
.github
.githubPublic
  5. 
taproot
taprootPublic
    Rust

Repositories

Showing 5 of 5 repositories
People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages
Loading…
Most used topics
Loading…