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36 followers · 11 following

Achievements

Achievement: Pair ExtraordinaireAchievement: Starstruckx2Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO

Achievements

Achievement: Pair ExtraordinaireAchievement: Starstruckx2Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO

Organizations

@Taiwan-Llama@ai-twinkle

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lianghsun/README.md

Hi there 👋

I am a passionate programmer, adept at intertwining web technologies, cybersecurity, networking, and deep learning concepts. I harbor a keen interest in technologies such as Python, Tensorflow, PHP (with a particular emphasis on Laravel), Penetration Testing, and more. Coding invigorates me, it's an exciting journey of discovery and innovation! 🤩

Life continually astounds me, providing opportunities to delve into domains like deep learning and pharmaceutical studies, areas that were once completely foreign to me. My recent endeavors are concentrated on implementing deep learning in drug discovery 💊 using Tensorflow 2.x, and analyzing the properties of newly synthesized compounds with RDKit. I am exhilarated by the endless potential this field holds and look forward to contributing to its advancements.

Pinned Loading

  1. ai-twinkle/Evalai-twinkle/EvalPublic

    High-performance LLM evaluation framework with parallel API calls — up to 17× faster than sequential tools. Supports box, math, and logit-based evaluation.

    Python 109 19

  2. hsun-trainerhsun-trainerPublic

    End-to-end LLM training skills for Claude Code: CPT, SFT, GRPO with Traditional Chinese rewards, and zh-TW benchmarking via ai-twinkle/Eval

    Python 3 1

  3. open-sheetopen-sheetPublic

    The spreadsheet framework built for agents — write the model as React, export a live .xlsx. The third medium, after open-slide and open-doc.

    TypeScript 120 12

  4. taiwan-gov-redesignstaiwan-gov-redesignsPublic

    Parallel-universe redesigns of Taiwan .gov sites. First site: a HuggingFace × GitHub take on data.gov.tw + MoDA sovereign datasets.

    TypeScript 6 1

  5. awesome-taiwan-projectawesome-taiwan-projectPublic

    台灣獨立開發者專案列表：收錄台灣獨立開發者的網站、App、遊戲與開源作品

    SCSS 17 6

, '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" + '

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View lianghsun's full-sized avatar
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try something coooool stuff
36
followers
 · 11
following

Achievements
Achievement: Pair ExtraordinaireAchievement: Starstruckx2Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO
Achievements
Achievement: Pair ExtraordinaireAchievement: Starstruckx2Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO
Organizations
@Taiwan-Llama@ai-twinkle

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lianghsun/README.md
Hi there 👋
I am a passionate programmer, adept at intertwining web technologies, cybersecurity, networking, and deep learning concepts. I harbor a keen interest in technologies such as Python, Tensorflow, PHP (with a particular emphasis on Laravel), Penetration Testing, and more. Coding invigorates me, it's an exciting journey of discovery and innovation! 🤩
Life continually astounds me, providing opportunities to delve into domains like deep learning and pharmaceutical studies, areas that were once completely foreign to me. My recent endeavors are concentrated on implementing deep learning in drug discovery 💊 using Tensorflow 2.x, and analyzing the properties of newly synthesized compounds with RDKit. I am exhilarated by the endless potential this field holds and look forward to contributing to its advancements.

Pinned
Loading
  1. ai-twinkle/Evalai-twinkle/EvalPublic
    
High-performance LLM evaluation framework with parallel API calls — up to 17× faster than sequential tools. Supports box, math, and logit-based evaluation.

    Python
109

19

  2. hsun-trainerhsun-trainerPublic
    
End-to-end LLM training skills for Claude Code: CPT, SFT, GRPO with Traditional Chinese rewards, and zh-TW benchmarking via ai-twinkle/Eval

    Python
3

1

  3. open-sheetopen-sheetPublic
    
The spreadsheet framework built for agents — write the model as React, export a live .xlsx. The third medium, after open-slide and open-doc.

    TypeScript
120

12

  4. taiwan-gov-redesignstaiwan-gov-redesignsPublic
    
Parallel-universe redesigns of Taiwan .gov sites. First site: a HuggingFace × GitHub take on data.gov.tw + MoDA sovereign datasets.

    TypeScript
6

1

  5. awesome-taiwan-projectawesome-taiwan-projectPublic
    
台灣獨立開發者專案列表：收錄台灣獨立開發者的網站、App、遊戲與開源作品

    SCSS
17

6


, '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
View lianghsun's full-sized avatar
👾
try something coooool stuff
👾
try something coooool stuff
36
followers
 · 11
following

Achievements
Achievement: Pair ExtraordinaireAchievement: Starstruckx2Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO
Achievements
Achievement: Pair ExtraordinaireAchievement: Starstruckx2Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO
Organizations
@Taiwan-Llama@ai-twinkle

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lianghsun/README.md
Hi there 👋
I am a passionate programmer, adept at intertwining web technologies, cybersecurity, networking, and deep learning concepts. I harbor a keen interest in technologies such as Python, Tensorflow, PHP (with a particular emphasis on Laravel), Penetration Testing, and more. Coding invigorates me, it's an exciting journey of discovery and innovation! 🤩
Life continually astounds me, providing opportunities to delve into domains like deep learning and pharmaceutical studies, areas that were once completely foreign to me. My recent endeavors are concentrated on implementing deep learning in drug discovery 💊 using Tensorflow 2.x, and analyzing the properties of newly synthesized compounds with RDKit. I am exhilarated by the endless potential this field holds and look forward to contributing to its advancements.

Pinned
Loading
  1. ai-twinkle/Evalai-twinkle/EvalPublic
    
High-performance LLM evaluation framework with parallel API calls — up to 17× faster than sequential tools. Supports box, math, and logit-based evaluation.

    Python
109

19

  2. hsun-trainerhsun-trainerPublic
    
End-to-end LLM training skills for Claude Code: CPT, SFT, GRPO with Traditional Chinese rewards, and zh-TW benchmarking via ai-twinkle/Eval

    Python
3

1

  3. open-sheetopen-sheetPublic
    
The spreadsheet framework built for agents — write the model as React, export a live .xlsx. The third medium, after open-slide and open-doc.

    TypeScript
120

12

  4. taiwan-gov-redesignstaiwan-gov-redesignsPublic
    
Parallel-universe redesigns of Taiwan .gov sites. First site: a HuggingFace × GitHub take on data.gov.tw + MoDA sovereign datasets.

    TypeScript
6

1

  5. awesome-taiwan-projectawesome-taiwan-projectPublic
    
台灣獨立開發者專案列表：收錄台灣獨立開發者的網站、App、遊戲與開源作品

    SCSS
17

6


, '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
View lianghsun's full-sized avatar
👾
try something coooool stuff
👾
try something coooool stuff
36
followers
 · 11
following

Achievements
Achievement: Pair ExtraordinaireAchievement: Starstruckx2Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO
Achievements
Achievement: Pair ExtraordinaireAchievement: Starstruckx2Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO
Organizations
@Taiwan-Llama@ai-twinkle

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lianghsun/README.md
Hi there 👋
I am a passionate programmer, adept at intertwining web technologies, cybersecurity, networking, and deep learning concepts. I harbor a keen interest in technologies such as Python, Tensorflow, PHP (with a particular emphasis on Laravel), Penetration Testing, and more. Coding invigorates me, it's an exciting journey of discovery and innovation! 🤩
Life continually astounds me, providing opportunities to delve into domains like deep learning and pharmaceutical studies, areas that were once completely foreign to me. My recent endeavors are concentrated on implementing deep learning in drug discovery 💊 using Tensorflow 2.x, and analyzing the properties of newly synthesized compounds with RDKit. I am exhilarated by the endless potential this field holds and look forward to contributing to its advancements.

Pinned
Loading
  1. ai-twinkle/Evalai-twinkle/EvalPublic
    
High-performance LLM evaluation framework with parallel API calls — up to 17× faster than sequential tools. Supports box, math, and logit-based evaluation.

    Python
109

19

  2. hsun-trainerhsun-trainerPublic
    
End-to-end LLM training skills for Claude Code: CPT, SFT, GRPO with Traditional Chinese rewards, and zh-TW benchmarking via ai-twinkle/Eval

    Python
3

1

  3. open-sheetopen-sheetPublic
    
The spreadsheet framework built for agents — write the model as React, export a live .xlsx. The third medium, after open-slide and open-doc.

    TypeScript
120

12

  4. taiwan-gov-redesignstaiwan-gov-redesignsPublic
    
Parallel-universe redesigns of Taiwan .gov sites. First site: a HuggingFace × GitHub take on data.gov.tw + MoDA sovereign datasets.

    TypeScript
6

1

  5. awesome-taiwan-projectawesome-taiwan-projectPublic
    
台灣獨立開發者專案列表：收錄台灣獨立開發者的網站、App、遊戲與開源作品

    SCSS
17

6


, '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
View lianghsun's full-sized avatar
👾
try something coooool stuff
👾
try something coooool stuff
36
followers
 · 11
following

Achievements
Achievement: Pair ExtraordinaireAchievement: Starstruckx2Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO
Achievements
Achievement: Pair ExtraordinaireAchievement: Starstruckx2Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO
Organizations
@Taiwan-Llama@ai-twinkle

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lianghsun/README.md
Hi there 👋
I am a passionate programmer, adept at intertwining web technologies, cybersecurity, networking, and deep learning concepts. I harbor a keen interest in technologies such as Python, Tensorflow, PHP (with a particular emphasis on Laravel), Penetration Testing, and more. Coding invigorates me, it's an exciting journey of discovery and innovation! 🤩
Life continually astounds me, providing opportunities to delve into domains like deep learning and pharmaceutical studies, areas that were once completely foreign to me. My recent endeavors are concentrated on implementing deep learning in drug discovery 💊 using Tensorflow 2.x, and analyzing the properties of newly synthesized compounds with RDKit. I am exhilarated by the endless potential this field holds and look forward to contributing to its advancements.

Pinned
Loading
  1. ai-twinkle/Evalai-twinkle/EvalPublic
    
High-performance LLM evaluation framework with parallel API calls — up to 17× faster than sequential tools. Supports box, math, and logit-based evaluation.

    Python
109

19

  2. hsun-trainerhsun-trainerPublic
    
End-to-end LLM training skills for Claude Code: CPT, SFT, GRPO with Traditional Chinese rewards, and zh-TW benchmarking via ai-twinkle/Eval

    Python
3

1

  3. open-sheetopen-sheetPublic
    
The spreadsheet framework built for agents — write the model as React, export a live .xlsx. The third medium, after open-slide and open-doc.

    TypeScript
120

12

  4. taiwan-gov-redesignstaiwan-gov-redesignsPublic
    
Parallel-universe redesigns of Taiwan .gov sites. First site: a HuggingFace × GitHub take on data.gov.tw + MoDA sovereign datasets.

    TypeScript
6

1

  5. awesome-taiwan-projectawesome-taiwan-projectPublic
    
台灣獨立開發者專案列表：收錄台灣獨立開發者的網站、App、遊戲與開源作品

    SCSS
17

6


, '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
View lianghsun's full-sized avatar
👾
try something coooool stuff
👾
try something coooool stuff
36
followers
 · 11
following

Achievements
Achievement: Pair ExtraordinaireAchievement: Starstruckx2Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO
Achievements
Achievement: Pair ExtraordinaireAchievement: Starstruckx2Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO
Organizations
@Taiwan-Llama@ai-twinkle

Block or report lianghsun

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lianghsun/README.md
Hi there 👋
I am a passionate programmer, adept at intertwining web technologies, cybersecurity, networking, and deep learning concepts. I harbor a keen interest in technologies such as Python, Tensorflow, PHP (with a particular emphasis on Laravel), Penetration Testing, and more. Coding invigorates me, it's an exciting journey of discovery and innovation! 🤩
Life continually astounds me, providing opportunities to delve into domains like deep learning and pharmaceutical studies, areas that were once completely foreign to me. My recent endeavors are concentrated on implementing deep learning in drug discovery 💊 using Tensorflow 2.x, and analyzing the properties of newly synthesized compounds with RDKit. I am exhilarated by the endless potential this field holds and look forward to contributing to its advancements.

Pinned
Loading
  1. ai-twinkle/Evalai-twinkle/EvalPublic
    
High-performance LLM evaluation framework with parallel API calls — up to 17× faster than sequential tools. Supports box, math, and logit-based evaluation.

    Python
109

19

  2. hsun-trainerhsun-trainerPublic
    
End-to-end LLM training skills for Claude Code: CPT, SFT, GRPO with Traditional Chinese rewards, and zh-TW benchmarking via ai-twinkle/Eval

    Python
3

1

  3. open-sheetopen-sheetPublic
    
The spreadsheet framework built for agents — write the model as React, export a live .xlsx. The third medium, after open-slide and open-doc.

    TypeScript
120

12

  4. taiwan-gov-redesignstaiwan-gov-redesignsPublic
    
Parallel-universe redesigns of Taiwan .gov sites. First site: a HuggingFace × GitHub take on data.gov.tw + MoDA sovereign datasets.

    TypeScript
6

1

  5. awesome-taiwan-projectawesome-taiwan-projectPublic
    
台灣獨立開發者專案列表：收錄台灣獨立開發者的網站、App、遊戲與開源作品

    SCSS
17

6


, '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
View lianghsun's full-sized avatar
👾
try something coooool stuff
👾
try something coooool stuff
36
followers
 · 11
following

Achievements
Achievement: Pair ExtraordinaireAchievement: Starstruckx2Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO
Achievements
Achievement: Pair ExtraordinaireAchievement: Starstruckx2Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO
Organizations
@Taiwan-Llama@ai-twinkle

Block or report lianghsun

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lianghsun/README.md
Hi there 👋
I am a passionate programmer, adept at intertwining web technologies, cybersecurity, networking, and deep learning concepts. I harbor a keen interest in technologies such as Python, Tensorflow, PHP (with a particular emphasis on Laravel), Penetration Testing, and more. Coding invigorates me, it's an exciting journey of discovery and innovation! 🤩
Life continually astounds me, providing opportunities to delve into domains like deep learning and pharmaceutical studies, areas that were once completely foreign to me. My recent endeavors are concentrated on implementing deep learning in drug discovery 💊 using Tensorflow 2.x, and analyzing the properties of newly synthesized compounds with RDKit. I am exhilarated by the endless potential this field holds and look forward to contributing to its advancements.

Pinned
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High-performance LLM evaluation framework with parallel API calls — up to 17× faster than sequential tools. Supports box, math, and logit-based evaluation.

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, '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); }
})();
})();

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Achievements
Achievement: Pair ExtraordinaireAchievement: Starstruckx2Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO
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Achievement: Pair ExtraordinaireAchievement: Starstruckx2Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO
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@Taiwan-Llama@ai-twinkle

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lianghsun/README.md
Hi there 👋
I am a passionate programmer, adept at intertwining web technologies, cybersecurity, networking, and deep learning concepts. I harbor a keen interest in technologies such as Python, Tensorflow, PHP (with a particular emphasis on Laravel), Penetration Testing, and more. Coding invigorates me, it's an exciting journey of discovery and innovation! 🤩
Life continually astounds me, providing opportunities to delve into domains like deep learning and pharmaceutical studies, areas that were once completely foreign to me. My recent endeavors are concentrated on implementing deep learning in drug discovery 💊 using Tensorflow 2.x, and analyzing the properties of newly synthesized compounds with RDKit. I am exhilarated by the endless potential this field holds and look forward to contributing to its advancements.

Pinned
Loading
  1. ai-twinkle/Evalai-twinkle/EvalPublic
    
High-performance LLM evaluation framework with parallel API calls — up to 17× faster than sequential tools. Supports box, math, and logit-based evaluation.

    Python
109

19

  2. hsun-trainerhsun-trainerPublic
    
End-to-end LLM training skills for Claude Code: CPT, SFT, GRPO with Traditional Chinese rewards, and zh-TW benchmarking via ai-twinkle/Eval

    Python
3

1

  3. open-sheetopen-sheetPublic
    
The spreadsheet framework built for agents — write the model as React, export a live .xlsx. The third medium, after open-slide and open-doc.

    TypeScript
120

12

  4. taiwan-gov-redesignstaiwan-gov-redesignsPublic
    
Parallel-universe redesigns of Taiwan .gov sites. First site: a HuggingFace × GitHub take on data.gov.tw + MoDA sovereign datasets.

    TypeScript
6

1

  5. awesome-taiwan-projectawesome-taiwan-projectPublic
    
台灣獨立開發者專案列表：收錄台灣獨立開發者的網站、App、遊戲與開源作品

    SCSS
17

6