') + ')', 'gi');
if (regex.test(text)) {
found = true;
var frag = document.createDocumentFragment();
var parts = text.split(regex);
parts.forEach(function(part, i) {
if (i % 2 === 0) {
frag.appendChild(document.createTextNode(part));
} else {
var span = document.createElement('span');
span.className = 'userscript-highlight';
span.textContent = part;
frag.appendChild(span);
}
});
node.parentNode.replaceChild(frag, node);
}
});
} else if (node.nodeType === 1 && node.childNodes) { // element
var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];
if (!skipTags.includes(node.tagName)) {
Array.from(node.childNodes).forEach(highlight);
}
}
}
highlight(document.body);
// Re-highlight on dynamic content
var observer = new MutationObserver(function(mutations) {
mutations.forEach(function(m) {
m.addedNodes.forEach(function(node) {
if (node.nodeType === 1 || node.nodeType === 3) highlight(node);
});
});
});
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + ', 'i');
if (__m === '*' || __re.test(location.href)) {
// Strip utm_, fbclid, gclid, etc. from all links on page
(function() {
var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',
'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',
'ref', 'ref_src', 'source', 'medium', 'campaign'];
function cleanUrl(url) {
try {
var u = new URL(url, window.location.origin);
var changed = false;
trackingParams.forEach(function(p) {
if (u.searchParams.has(p)) {
u.searchParams.delete(p);
changed = true;
}
});
return changed ? u.toString() : url;
} catch (e) {
return url;
}
}
function cleanLinks() {
document.querySelectorAll('a[href]').forEach(function(a) {
var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
});
}
cleanLinks();
var observer = new MutationObserver(function(mutations) {
mutations.forEach(function(m) {
m.addedNodes.forEach(function(node) {
if (node.nodeType === 1) {
if (node.tagName === 'A') cleanLinks();
node.querySelectorAll('a[href]').forEach(function(a) {
var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
});
}
});
});
});
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + ', 'i');
if (__m === '*' || __re.test(location.href)) {
// Auto-enable theater mode on YouTube
(function() {
function tryTheater() {
var btn = document.querySelector('button[aria-label="Theater mode"], ytd-player #player button[title="Theater mode"]');
if (btn && !btn.classList.contains('activated')) {
btn.click();
}
}
// Try immediately
tryTheater();
// Try after navigation (SPA)
var lastUrl = location.href;
setInterval(function() {
if (location.href !== lastUrl) {
lastUrl = location.href;
setTimeout(tryTheater, 500);
}
}, 1000);
// Also try on player load
var observer = new MutationObserver(tryTheater);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + ', 'i');
if (__m === '*' || __re.test(location.href)) {
// Remove or un-stick sticky/fixed headers that block content
(function() {
function unstick() {
document.querySelectorAll('header, nav, [role="banner"], .header, .navbar, .sticky, .fixed-top, [style*="position: fixed"], [style*="position:sticky"]').forEach(function(el) {
if (el.style.position === 'fixed' || el.style.position === 'sticky' || getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {
el.style.position = 'static';
el.style.top = 'auto';
el.style.zIndex = 'auto';
}
});
}
unstick();
var observer = new MutationObserver(unstick);
observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });
})();
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
})();
Toloka · GitHub
Toloka
Data labeling platform for ML
Pinned
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Universal LLM benchmarking harness for tool use, browser, mobile, coding, and long-horizon evals
Python
17
8
Tendem hybrid AI+Human system benchmarking
Python
3
Benchmark for fine-grained machine-generated text detection. 6.5k texts written by humans, generated by ten open-source instruction-finetuned LLMs and edited by expert annotators.
11
2
Official evaluation code for the U-MATH and μ-MATH benchmarks. These datasets are designed to test the mathematical reasoning and meta-evaluation capabilities of LLMs on university-level problems.
Python
11
3
Control the quality of your labeled data with the Python tools you already know.
Python
254
21
Repositories
Showing 10 of 33 repositories tolokaforge
Public
Universal LLM benchmarking harness for tool use, browser, mobile, coding, and long-horizon evals
Toloka/tolokaforge's past year of commit activity Toloka/n8n-nodes-tendem's past year of commit activity TypeScript
0 MIT
0
1
0
Updated Aug 27, 2026 tendem-mcp
Public
Home for Human In The Loop Tendem plugin for your agent.
Toloka/tendem-mcp's past year of commit activity Python
102 MIT
6
2
0
Updated Aug 20, 2026 Toloka/template-builder's past year of commit activity TypeScript
4 Apache-2.0
1
1
7
Updated May 28, 2026 dbxio
Public
High-level Databricks client
Toloka/dbxio's past year of commit activity Python
13
0
1
5
Updated May 19, 2026 CrowdSpeech
Public
Benchmark Dataset for Crowdsourced Audio Transcription
Toloka/CrowdSpeech's past year of commit activity Python
11
3
1
6
Updated Apr 18, 2026 dbt-af
Public
Distributed run of dbt models using Airflow
Toloka/dbt-af's past year of commit activity Python
168
14
1
2
Updated Apr 14, 2026 Toloka/pg-queue-playground's past year of commit activity Java
6
0
2
1
Updated Apr 12, 2026 u-math
Public
Official evaluation code for the U-MATH and μ-MATH benchmarks. These datasets are designed to test the mathematical reasoning and meta-evaluation capabilities of LLMs on university-level problems.
Toloka/u-math's past year of commit activity Python
11 MIT
3
1
0
Updated Jan 30, 2026 Toloka/tendem-evaluation's past year of commit activity Python
3
0
0
0
Updated Jan 27, 2026
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