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| <html> | |
| <head> | |
| <meta charset="UTF-8"> | |
| <title>Model Comparison</title> | |
| <style> | |
| body { | |
| font-family: Consolas, 'Courier New', monospace; | |
| margin: 0; | |
| padding: 0; | |
| background-color: #f5f5f5; | |
| } | |
| .header { | |
| background-color: #333; | |
| color: white; | |
| padding: 20px; | |
| position: sticky; | |
| top: 0; | |
| z-index: 100; | |
| } | |
| .header h1 { | |
| margin: 0 0 15px 0; | |
| font-size: 18px; | |
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| .meta { | |
| display: flex; | |
| flex-wrap: wrap; | |
| gap: 20px; | |
| font-size: 12px; | |
| color: #c8c8c8; | |
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| .legend { | |
| display: flex; | |
| gap: 15px; | |
| margin-top: 10px; | |
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| .legend-item { | |
| display: flex; | |
| align-items: center; | |
| gap: 5px; | |
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| .legend-box { | |
| width: 20px; | |
| height: 12px; | |
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| outline: 2px solid #007bff; | |
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| left: 0; | |
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| } | |
| .link-line { | |
| stroke: #007bff; | |
| stroke-width: 2; | |
| fill: none; | |
| opacity: 0.7; | |
| } | |
| .link-dot { | |
| fill: #007bff; | |
| opacity: 0.8; | |
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| .token { | |
| position: relative; | |
| cursor: help; | |
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| .token:hover { | |
| outline: 1px dashed #666; | |
| } | |
| .token-kind-control { | |
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| .token-kind-raw { | |
| color: #fb7185; | |
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| #tooltip { | |
| position: fixed; | |
| background-color: rgba(0, 0, 0, 0.9); | |
| color: white; | |
| padding: 10px 14px; | |
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| font-size: 12px; | |
| max-width: 500px; | |
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| font-weight: bold; | |
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| #tooltip .bytes { | |
| color: #a5f3fc; | |
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| #tooltip .loss-b { | |
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| #tooltip .model-a { | |
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| #tooltip .model-b { | |
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| padding-top: 8px; | |
| border-top: 1px solid #555; | |
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| #tooltip .topk-container { | |
| display: flex; | |
| gap: 16px; | |
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| #tooltip .topk-column { | |
| flex: 1; | |
| min-width: 180px; | |
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| display: flex; | |
| gap: 4px; | |
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| #tooltip .token-block { | |
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| #tooltip .token-id { | |
| color: #888; | |
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| #tooltip .token-chip { | |
| max-width: 100%; | |
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| color: #888; | |
| min-width: 18px; | |
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| #tooltip .topk-rank.hit { | |
| color: #ffd700; | |
| } | |
| #tooltip .topk-token { | |
| color: #a5f3fc; | |
| white-space: pre-wrap; | |
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| font-family: monospace; | |
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| padding: 0 4px; | |
| border-radius: 3px; | |
| display: inline-block; | |
| max-width: 100%; | |
| } | |
| #tooltip .esc-control { | |
| color: #fbbf24; | |
| } | |
| #tooltip .esc-raw { | |
| color: #fb7185; | |
| } | |
| #tooltip .topk-prob { | |
| color: #86efac; | |
| min-width: 45px; | |
| text-align: right; | |
| } | |
| #tooltip .topk-hit { | |
| color: #22c55e; | |
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| #tooltip .topk-miss { | |
| color: #ef4444; | |
| font-style: italic; | |
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| </style> | |
| </head> | |
| <body> | |
| <svg id="svg-overlay"></svg> | |
| <div id="tooltip"></div> | |
| <div class="header"> | |
| <div class="meta"> | |
| <div>Model A: RWKV7 (dummy)</div> | |
| <div>Model B: Qwen3 (dummy)</div> | |
| <div>RWKV Compression: 9.02%</div> | |
| <div>Qwen Compression: 10.82%</div> | |
| <div style="color: #64ff64">Avg Delta: -1.80%</div> | |
| </div> | |
| <div class="legend"> | |
| <div class="legend-item"> | |
| <div class="legend-box" style="background-color: rgb(77, 255, 77)"></div> | |
| <span>RWKV better than avg</span> | |
| </div> | |
| <div class="legend-item"> | |
| <div class="legend-box" style="background-color: rgb(255, 255, 255)"></div> | |
| <span>Equal to avg</span> | |
| </div> | |
| <div class="legend-item"> | |
| <div class="legend-box" style="background-color: rgb(255, 77, 77)"></div> | |
| <span>RWKV worse than avg</span> | |
| </div> | |
| <div class="legend-item" style="margin-left: 20px;"> | |
| <span style="color: #aaa;">Color Range:</span> | |
| <input type="range" id="color-range-slider" min="0" max="100" value="10" step="0.1" style="width: 200px; vertical-align: middle;"> | |
| <span id="color-range-value" style="color: #fff; min-width: 45px; display: inline-block;">10%</span> | |
| </div> | |
| </div> | |
| </div> | |
| <div class="content"></div> | |
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-1.9567680809018384e-15}, {"byte_start": 1139, "byte_end": 1140, "display": {"text": "i", "kind": "normal"}, "is_word": true, "word_id": 676, "word_key": "i", "bytes_hex": "69", "compression": {"rwkv": "9.02%", "qwen": "10.82%"}, "model_tokens": {}, "loss": {"rwkv": 9.01684400555602, "qwen": 10.820212806667223}, "topk": {"rwkv": null, "qwen": null}, "tuned_delta": -1.9567680809018384e-15}, {"byte_start": 1140, "byte_end": 1141, "display": {"text": "x", "kind": "normal"}, "is_word": true, "word_id": 677, "word_key": "x", "bytes_hex": "78", "compression": {"rwkv": "9.02%", "qwen": "10.82%"}, "model_tokens": {}, "loss": {"rwkv": 9.01684400555602, "qwen": 10.820212806667223}, "topk": {"rwkv": null, "qwen": null}, "tuned_delta": -1.9567680809018384e-15}, {"byte_start": 1141, "byte_end": 1142, "display": {"text": "e", "kind": "normal"}, "is_word": true, "word_id": 678, "word_key": "e", "bytes_hex": "65", "compression": {"rwkv": "9.02%", "qwen": "10.82%"}, "model_tokens": {}, "loss": {"rwkv": 9.01684400555602, "qwen": 10.820212806667223}, "topk": {"rwkv": null, "qwen": null}, "tuned_delta": -1.9567680809018384e-15}, {"byte_start": 1142, "byte_end": 1143, "display": {"text": "d", "kind": "normal"}, "is_word": true, "word_id": 679, "word_key": "d", "bytes_hex": "64", "compression": {"rwkv": "9.02%", "qwen": "10.82%"}, "model_tokens": {}, "loss": {"rwkv": 9.01684400555602, "qwen": 10.820212806667223}, "topk": {"rwkv": null, "qwen": null}, "tuned_delta": -1.9567680809018384e-15}, {"byte_start": 1143, "byte_end": 1144, "display": {"text": " ", "kind": "normal"}, "is_word": false, "word_id": null, "word_key": null, "bytes_hex": "20", "compression": {"rwkv": "9.02%", "qwen": "10.82%"}, "model_tokens": {}, "loss": {"rwkv": 9.01684400555602, "qwen": 10.820212806667223}, "topk": {"rwkv": null, "qwen": null}, "tuned_delta": -1.9567680809018384e-15}, {"byte_start": 1144, "byte_end": 1145, "display": {"text": "d", "kind": "normal"}, "is_word": true, "word_id": 680, "word_key": "d", "bytes_hex": "64", "compression": {"rwkv": "9.02%", "qwen": "10.82%"}, "model_tokens": {}, "loss": {"rwkv": 9.01684400555602, "qwen": 10.820212806667223}, "topk": {"rwkv": null, "qwen": null}, "tuned_delta": -1.9567680809018384e-15}, {"byte_start": 1145, "byte_end": 1146, "display": {"text": "i", "kind": "normal"}, "is_word": true, "word_id": 681, "word_key": "i", "bytes_hex": "69", "compression": {"rwkv": "9.02%", "qwen": "10.82%"}, "model_tokens": {}, "loss": {"rwkv": 9.01684400555602, "qwen": 10.820212806667223}, "topk": {"rwkv": null, "qwen": null}, "tuned_delta": -1.9567680809018384e-15}, {"byte_start": 1146, "byte_end": 1147, "display": {"text": "r", "kind": "normal"}, "is_word": true, "word_id": 682, "word_key": "r", "bytes_hex": "72", "compression": {"rwkv": "9.02%", "qwen": "10.82%"}, "model_tokens": {}, "loss": {"rwkv": 9.01684400555602, "qwen": 10.820212806667223}, "topk": {"rwkv": null, "qwen": null}, "tuned_delta": -1.9567680809018384e-15}, {"byte_start": 1147, "byte_end": 1148, "display": {"text": "e", "kind": "normal"}, "is_word": true, "word_id": 683, "word_key": "e", "bytes_hex": "65", "compression": {"rwkv": "9.02%", "qwen": "10.82%"}, "model_tokens": {}, "loss": {"rwkv": 9.01684400555602, "qwen": 10.820212806667223}, "topk": {"rwkv": null, "qwen": null}, "tuned_delta": -1.9567680809018384e-15}, {"byte_start": 1148, "byte_end": 1149, "display": {"text": "c", "kind": "normal"}, "is_word": true, "word_id": 684, "word_key": "c", "bytes_hex": "63", "compression": {"rwkv": "9.02%", "qwen": "10.82%"}, "model_tokens": {}, "loss": {"rwkv": 9.01684400555602, "qwen": 10.820212806667223}, "topk": {"rwkv": null, "qwen": null}, "tuned_delta": -1.9567680809018384e-15}, {"byte_start": 1149, "byte_end": 1150, "display": {"text": "t", "kind": "normal"}, "is_word": true, "word_id": 685, "word_key": "t", "bytes_hex": "74", "compression": {"rwkv": "9.02%", "qwen": "10.82%"}, "model_tokens": {}, "loss": {"rwkv": 9.01684400555602, "qwen": 10.820212806667223}, "topk": {"rwkv": null, "qwen": null}, "tuned_delta": -1.9567680809018384e-15}, {"byte_start": 1150, "byte_end": 1151, "display": {"text": "i", "kind": "normal"}, "is_word": true, "word_id": 686, "word_key": "i", "bytes_hex": "69", "compression": {"rwkv": "9.02%", "qwen": "10.82%"}, "model_tokens": {}, "loss": {"rwkv": 9.01684400555602, "qwen": 10.820212806667223}, "topk": {"rwkv": null, "qwen": null}, "tuned_delta": -1.9567680809018384e-15}, {"byte_start": 1151, "byte_end": 1152, "display": {"text": "o", "kind": "normal"}, "is_word": true, "word_id": 687, "word_key": "o", "bytes_hex": "6f", "compression": {"rwkv": "9.02%", "qwen": "10.82%"}, "model_tokens": {}, "loss": {"rwkv": 9.01684400555602, "qwen": 10.820212806667223}, "topk": {"rwkv": null, "qwen": null}, "tuned_delta": -1.9567680809018384e-15}, {"byte_start": 1152, "byte_end": 1153, "display": {"text": "n", "kind": "normal"}, "is_word": true, "word_id": 688, "word_key": "n", "bytes_hex": "6e", "compression": {"rwkv": "9.02%", "qwen": "10.82%"}, "model_tokens": {}, "loss": {"rwkv": 9.01684400555602, "qwen": 10.820212806667223}, "topk": {"rwkv": null, "qwen": null}, "tuned_delta": -1.9567680809018384e-15}, {"byte_start": 1153, "byte_end": 1154, "display": {"text": ")", "kind": "normal"}, "is_word": false, "word_id": null, "word_key": null, "bytes_hex": "29", "compression": {"rwkv": "9.02%", "qwen": "10.82%"}, "model_tokens": {}, "loss": {"rwkv": 9.01684400555602, "qwen": 10.820212806667223}, "topk": {"rwkv": null, "qwen": null}, "tuned_delta": -1.9567680809018384e-15}, {"byte_start": 1154, "byte_end": 1155, "display": {"text": "\n", "kind": "control"}, "is_word": false, "word_id": null, "word_key": null, "bytes_hex": "0a", "compression": {"rwkv": "9.02%", "qwen": "10.82%"}, "model_tokens": {}, "loss": {"rwkv": 9.01684400555602, "qwen": 10.820212806667223}, "topk": {"rwkv": null, "qwen": null}, "tuned_delta": -1.9567680809018384e-15}], "meta": {"model_a": "RWKV7 (dummy)", "model_b": "Qwen3 (dummy)", "avg_compression": {"rwkv": 9.01684400555602, "qwen": 10.820212806667454}, "avg_delta": -0.09999999999999802, "avg_delta_compression": -1.8033688011111684}}</script> | |
| <script> | |
| const svgOverlay = document.getElementById('svg-overlay'); | |
| const content = document.querySelector('.content'); | |
| const renderModelEl = document.getElementById('render-model'); | |
| let renderModel = {}; | |
| let renderTokens = []; | |
| try { | |
| renderModel = JSON.parse(renderModelEl ? renderModelEl.textContent : '{}') || {}; | |
| renderTokens = Array.isArray(renderModel.tokens) ? renderModel.tokens : []; | |
| } catch (e) { | |
| console.warn('Failed to parse render model JSON:', e); | |
| renderModel = {}; | |
| renderTokens = []; | |
| } | |
| function escapeControlChars(text) { | |
| if (!text) return text; | |
| let out = ''; | |
| for (let i = 0; i < text.length; i++) { | |
| const ch = text[i]; | |
| const code = text.charCodeAt(i); | |
| if (ch === '\\') { | |
| out += '\\\\'; | |
| } else if (ch === '\n') { | |
| out += '\\n'; | |
| } else if (ch === '\r') { | |
| out += '\\r'; | |
| } else if (ch === '\t') { | |
| out += '\\t'; | |
| } else if (code < 32 || code === 127) { | |
| out += '\\x' + code.toString(16).padStart(2, '0'); | |
| } else { | |
| out += ch; | |
| } | |
| } | |
| return out; | |
| } | |
| if (content) { | |
| while (content.firstChild) { | |
| content.removeChild(content.firstChild); | |
| } | |
| const wordCounts = {}; | |
| renderTokens.forEach((token) => { | |
| if (token && token.is_word && token.word_key) { | |
| wordCounts[token.word_key] = (wordCounts[token.word_key] || 0) + 1; | |
| } | |
| }); | |
| renderTokens.forEach((token, idx) => { | |
| const span = document.createElement('span'); | |
| span.className = 'token'; | |
| span.dataset.tokenIdx = String(idx); | |
| span.dataset.tunedDelta = (token && typeof token.tuned_delta === 'number') ? String(token.tuned_delta) : '0'; | |
| const kind = (token && token.display && token.display.kind) ? token.display.kind : 'normal'; | |
| const text = (token && token.display && typeof token.display.text === 'string') ? token.display.text : ''; | |
| if (kind === 'control') { | |
| span.classList.add('token-kind-control'); | |
| span.textContent = escapeControlChars(text); | |
| } else if (kind === 'raw') { | |
| span.classList.add('token-kind-raw'); | |
| span.textContent = text; | |
| } else { | |
| span.textContent = text; | |
| } | |
| if (token && token.is_word && token.word_key && wordCounts[token.word_key] > 1) { | |
| span.classList.add('word'); | |
| span.dataset.word = token.word_key; | |
| if (token.word_id !== undefined && token.word_id !== null) { | |
| span.dataset.wordId = String(token.word_id); | |
| } | |
| } | |
| content.appendChild(span); | |
| if (kind === 'control' && (text.includes('\n') || text.includes('\r'))) { | |
| content.appendChild(document.createTextNode('\n')); | |
| } | |
| }); | |
| } | |
| const words = document.querySelectorAll('.word'); | |
| const wordGroups = {}; | |
| words.forEach(word => { | |
| const wordText = word.getAttribute('data-word'); | |
| if (!wordGroups[wordText]) { | |
| wordGroups[wordText] = []; | |
| } | |
| wordGroups[wordText].push(word); | |
| }); | |
| function clearLines() { | |
| while (svgOverlay.firstChild) { | |
| svgOverlay.removeChild(svgOverlay.firstChild); | |
| } | |
| words.forEach(w => w.classList.remove('highlighted')); | |
| } | |
| function pickRectByY(rects, targetY) { | |
| if (!rects || rects.length === 0) return null; | |
| let best = rects[0]; | |
| let bestDist = Infinity; | |
| rects.forEach(r => { | |
| const cy = r.top + r.height / 2; | |
| const dist = Math.abs(cy - targetY); | |
| if (dist < bestDist) { | |
| best = r; | |
| bestDist = dist; | |
| } | |
| }); | |
| return best; | |
| } | |
| function getAnchorRect(element, targetY) { | |
| const rects = Array.from(element.getClientRects()); | |
| if (rects.length === 0) return element.getBoundingClientRect(); | |
| if (rects.length === 1) return rects[0]; | |
| const picked = pickRectByY(rects, targetY); | |
| return picked || rects[0]; | |
| } | |
| function drawLines(hoveredWord, evt) { | |
| clearLines(); | |
| const wordText = hoveredWord.getAttribute('data-word'); | |
| const wordId = parseInt(hoveredWord.getAttribute('data-word-id')); | |
| const sameWords = wordGroups[wordText] || []; | |
| const previousWords = sameWords.filter(w => { | |
| const id = parseInt(w.getAttribute('data-word-id')); | |
| return id < wordId; | |
| }); | |
| if (previousWords.length === 0) return; | |
| sameWords.forEach(w => w.classList.add('highlighted')); | |
| const targetY = evt ? evt.clientY : (hoveredWord.getBoundingClientRect().top + hoveredWord.getBoundingClientRect().height / 2); | |
| const hoveredRect = getAnchorRect(hoveredWord, targetY); | |
| const hoveredX = hoveredRect.left + hoveredRect.width / 2; | |
| const hoveredY = hoveredRect.top + hoveredRect.height / 2; | |
| previousWords.forEach(prevWord => { | |
| const prevRect = getAnchorRect(prevWord, hoveredY); | |
| const prevX = prevRect.left + prevRect.width / 2; | |
| const prevY = prevRect.top + prevRect.height / 2; | |
| const midX = (hoveredX + prevX) / 2; | |
| const midY = Math.min(hoveredY, prevY) - 30; | |
| const path = document.createElementNS('http://www.w3.org/2000/svg', 'path'); | |
| path.setAttribute('class', 'link-line'); | |
| path.setAttribute('d', `M ${prevX} ${prevY} Q ${midX} ${midY} ${hoveredX} ${hoveredY}`); | |
| svgOverlay.appendChild(path); | |
| const dot1 = document.createElementNS('http://www.w3.org/2000/svg', 'circle'); | |
| dot1.setAttribute('class', 'link-dot'); | |
| dot1.setAttribute('cx', prevX); | |
| dot1.setAttribute('cy', prevY); | |
| dot1.setAttribute('r', 4); | |
| svgOverlay.appendChild(dot1); | |
| const dot2 = document.createElementNS('http://www.w3.org/2000/svg', 'circle'); | |
| dot2.setAttribute('class', 'link-dot'); | |
| dot2.setAttribute('cx', hoveredX); | |
| dot2.setAttribute('cy', hoveredY); | |
| dot2.setAttribute('r', 4); | |
| svgOverlay.appendChild(dot2); | |
| }); | |
| } | |
| words.forEach(word => { | |
| word.addEventListener('mouseenter', (e) => drawLines(word, e)); | |
| word.addEventListener('mouseleave', clearLines); | |
| }); | |
| window.addEventListener('scroll', clearLines); | |
| const tooltip = document.getElementById('tooltip'); | |
| const tokenSpans = document.querySelectorAll('.token'); | |
| tokenSpans.forEach(token => { | |
| token.addEventListener('mouseenter', (e) => { | |
| const tokenIdx = parseInt(token.dataset.tokenIdx); | |
| const tokenInfo = (!isNaN(tokenIdx) && renderTokens[tokenIdx]) ? renderTokens[tokenIdx] : null; | |
| const bytes = (tokenInfo && tokenInfo.bytes_hex) ? tokenInfo.bytes_hex : ''; | |
| const compressionA = (tokenInfo && tokenInfo.compression && tokenInfo.compression.rwkv) ? tokenInfo.compression.rwkv : ''; | |
| const compressionB = (tokenInfo && tokenInfo.compression && tokenInfo.compression.qwen) ? tokenInfo.compression.qwen : ''; | |
| const avgCompressionA = (tokenInfo && tokenInfo.loss && typeof tokenInfo.loss.rwkv === 'number') ? tokenInfo.loss.rwkv.toFixed(2) : ''; | |
| const avgCompressionB = (tokenInfo && tokenInfo.loss && typeof tokenInfo.loss.qwen === 'number') ? tokenInfo.loss.qwen.toFixed(2) : ''; | |
| const modelA = (tokenInfo && tokenInfo.model_tokens && tokenInfo.model_tokens.rwkv) ? tokenInfo.model_tokens.rwkv : null; | |
| const modelB = (tokenInfo && tokenInfo.model_tokens && tokenInfo.model_tokens.qwen) ? tokenInfo.model_tokens.qwen : null; | |
| const top5A = (tokenInfo && tokenInfo.topk && tokenInfo.topk.rwkv) ? tokenInfo.topk.rwkv : null; | |
| const top5B = (tokenInfo && tokenInfo.topk && tokenInfo.topk.qwen) ? tokenInfo.topk.qwen : null; | |
| function appendEscapedWithControlColor(container, text) { | |
| const escaped = escapeControlChars(text || ''); | |
| const regex = /\\\\(x[0-9a-fA-F]{2}|[nrt])/g; | |
| let lastIndex = 0; | |
| let match = null; | |
| while ((match = regex.exec(escaped)) !== null) { | |
| const before = escaped.slice(lastIndex, match.index); | |
| if (before) { | |
| container.appendChild(document.createTextNode(before)); | |
| } | |
| const span = document.createElement('span'); | |
| span.className = 'esc-control'; | |
| span.textContent = '\\\\' + match[1]; | |
| container.appendChild(span); | |
| lastIndex = match.index + match[0].length; | |
| } | |
| const tail = escaped.slice(lastIndex); | |
| if (tail) { | |
| container.appendChild(document.createTextNode(tail)); | |
| } | |
| } | |
| function appendTokenText(container, text, isRaw) { | |
| const display = (text !== undefined && text !== null) ? text : ''; | |
| if (isRaw) { | |
| const span = document.createElement('span'); | |
| span.className = 'esc-raw'; | |
| span.textContent = display; | |
| container.appendChild(span); | |
| } else { | |
| appendEscapedWithControlColor(container, display); | |
| } | |
| } | |
| function formatTopkColumn(topkData, modelName, titleClass) { | |
| const column = document.createElement('div'); | |
| column.className = 'topk-column'; | |
| const title = document.createElement('div'); | |
| title.className = 'topk-title ' + titleClass; | |
| title.textContent = modelName; | |
| column.appendChild(title); | |
| const list = document.createElement('div'); | |
| list.className = 'topk-list'; | |
| column.appendChild(list); | |
| if (!topkData) { | |
| list.textContent = 'N/A'; | |
| return column; | |
| } | |
| try { | |
| const data = topkData; | |
| let actualId = null; | |
| let rank = null; | |
| let actualProb = null; | |
| let topkList = []; | |
| if (data.length >= 4) { | |
| [actualId, rank, actualProb, topkList] = data; | |
| } else { | |
| [actualId, rank, topkList] = data; | |
| } | |
| topkList.forEach((item, idx) => { | |
| const tokenId = item[0]; | |
| const prob = item[1]; | |
| const tokenText = item[2]; | |
| const isRaw = item.length > 3 ? item[3] : false; | |
| const isHit = tokenId === actualId; | |
| const rankClass = isHit ? 'topk-rank hit' : 'topk-rank'; | |
| const rawText = (tokenText !== undefined && tokenText !== null) ? tokenText : ''; | |
| const displayText = (rawText !== '') ? rawText : ('[' + tokenId + ']'); | |
| const row = document.createElement('div'); | |
| row.className = 'topk-item'; | |
| const rankSpan = document.createElement('span'); | |
| rankSpan.className = rankClass; | |
| rankSpan.textContent = (idx + 1) + '.'; | |
| row.appendChild(rankSpan); | |
| const tokenSpan = document.createElement('span'); | |
| tokenSpan.className = 'topk-token'; | |
| tokenSpan.title = 'ID: ' + tokenId; | |
| appendTokenText(tokenSpan, displayText, isRaw); | |
| row.appendChild(tokenSpan); | |
| const probSpan = document.createElement('span'); | |
| probSpan.className = 'topk-prob'; | |
| probSpan.textContent = (prob * 100).toFixed(1) + '%'; | |
| row.appendChild(probSpan); | |
| if (isHit) { | |
| const hit = document.createElement('span'); | |
| hit.className = 'topk-hit'; | |
| hit.textContent = '✓'; | |
| row.appendChild(hit); | |
| } | |
| list.appendChild(row); | |
| }); | |
| if (rank > 10) { | |
| let probSuffix = ''; | |
| const probVal = parseFloat(actualProb); | |
| if (!isNaN(probVal)) { | |
| probSuffix = ' (' + (probVal * 100).toFixed(4) + '%)'; | |
| } | |
| const miss = document.createElement('div'); | |
| miss.className = 'topk-item topk-miss'; | |
| miss.textContent = 'Actual rank: ' + rank + probSuffix; | |
| list.appendChild(miss); | |
| } | |
| return column; | |
| } catch (e) { | |
| console.error('Error in formatTopkColumn for ' + modelName + ':', e); | |
| console.error('topkData:', topkData); | |
| list.textContent = 'Error: ' + e.message; | |
| return column; | |
| } | |
| } | |
| function formatTokenChips(modelData, label, labelClass) { | |
| const block = document.createElement('div'); | |
| block.className = 'token-block'; | |
| const labelSpan = document.createElement('span'); | |
| labelSpan.className = 'label ' + labelClass; | |
| labelSpan.textContent = label + ':'; | |
| block.appendChild(labelSpan); | |
| const chips = document.createElement('div'); | |
| chips.className = 'token-chips'; | |
| block.appendChild(chips); | |
| if (!modelData) { | |
| const na = document.createElement('span'); | |
| na.className = 'topk-token token-chip'; | |
| na.textContent = 'N/A'; | |
| chips.appendChild(na); | |
| return block; | |
| } | |
| try { | |
| const tokenList = modelData; | |
| tokenList.forEach((item) => { | |
| const tokenId = item[0]; | |
| const tokenText = item[1]; | |
| const isRaw = item.length > 2 ? item[2] : false; | |
| const displayText = (tokenText !== undefined && tokenText !== null) ? tokenText : ''; | |
| const group = document.createElement('span'); | |
| group.className = 'token-chip-group'; | |
| group.title = 'ID: ' + tokenId; | |
| const idSpan = document.createElement('span'); | |
| idSpan.className = 'token-id'; | |
| idSpan.textContent = '[' + tokenId + ']'; | |
| group.appendChild(idSpan); | |
| const chipSpan = document.createElement('span'); | |
| chipSpan.className = 'topk-token token-chip'; | |
| appendTokenText(chipSpan, displayText, isRaw); | |
| group.appendChild(chipSpan); | |
| chips.appendChild(group); | |
| }); | |
| return block; | |
| } catch (e) { | |
| console.error('Error in formatTokenChips for ' + label + ':', e); | |
| console.error('modelData:', modelData); | |
| const err = document.createElement('span'); | |
| err.className = 'topk-token token-chip'; | |
| err.textContent = 'Error: ' + e.message; | |
| chips.appendChild(err); | |
| return block; | |
| } | |
| } | |
| tooltip.replaceChildren(); | |
| const bytesRow = document.createElement('div'); | |
| const bytesLabel = document.createElement('span'); | |
| bytesLabel.className = 'label'; | |
| bytesLabel.textContent = 'Bytes:'; | |
| const bytesValue = document.createElement('span'); | |
| bytesValue.className = 'bytes'; | |
| bytesValue.textContent = bytes || '(empty)'; | |
| bytesRow.appendChild(bytesLabel); | |
| bytesRow.appendChild(document.createTextNode(' ')); | |
| bytesRow.appendChild(bytesValue); | |
| tooltip.appendChild(bytesRow); | |
| const rwkvRow = document.createElement('div'); | |
| const rwkvLabel = document.createElement('span'); | |
| rwkvLabel.className = 'label'; | |
| rwkvLabel.textContent = 'RWKV Compression Rate:'; | |
| const rwkvValue = document.createElement('span'); | |
| rwkvValue.className = 'loss-a'; | |
| rwkvValue.textContent = compressionA || '(empty)'; | |
| if (avgCompressionA) { | |
| rwkvValue.textContent += ' (avg: ' + avgCompressionA + '%)'; | |
| } | |
| rwkvRow.appendChild(rwkvLabel); | |
| rwkvRow.appendChild(document.createTextNode(' ')); | |
| rwkvRow.appendChild(rwkvValue); | |
| tooltip.appendChild(rwkvRow); | |
| const qwenRow = document.createElement('div'); | |
| const qwenLabel = document.createElement('span'); | |
| qwenLabel.className = 'label'; | |
| qwenLabel.textContent = 'Qwen Compression Rate:'; | |
| const qwenValue = document.createElement('span'); | |
| qwenValue.className = 'loss-b'; | |
| qwenValue.textContent = compressionB || '(empty)'; | |
| if (avgCompressionB) { | |
| qwenValue.textContent += ' (avg: ' + avgCompressionB + '%)'; | |
| } | |
| qwenRow.appendChild(qwenLabel); | |
| qwenRow.appendChild(document.createTextNode(' ')); | |
| qwenRow.appendChild(qwenValue); | |
| tooltip.appendChild(qwenRow); | |
| const hr = document.createElement('hr'); | |
| hr.style.borderColor = '#555'; | |
| hr.style.margin = '6px 0'; | |
| tooltip.appendChild(hr); | |
| tooltip.appendChild(formatTokenChips(modelA, 'RWKV', 'model-a')); | |
| tooltip.appendChild(formatTokenChips(modelB, 'Qwen', 'model-b')); | |
| if (top5A || top5B) { | |
| const topkSection = document.createElement('div'); | |
| topkSection.className = 'topk-section'; | |
| const topkContainer = document.createElement('div'); | |
| topkContainer.className = 'topk-container'; | |
| topkContainer.appendChild(formatTopkColumn(top5A, 'RWKV Top10', 'model-a')); | |
| topkContainer.appendChild(formatTopkColumn(top5B, 'Qwen Top10', 'model-b')); | |
| topkSection.appendChild(topkContainer); | |
| tooltip.appendChild(topkSection); | |
| } | |
| tooltip.style.display = 'block'; | |
| }); | |
| token.addEventListener('mousemove', (e) => { | |
| const tooltipRect = tooltip.getBoundingClientRect(); | |
| const viewportWidth = window.innerWidth; | |
| const viewportHeight = window.innerHeight; | |
| let x = e.clientX + 15; | |
| let y = e.clientY + 15; | |
| if (x + tooltipRect.width > viewportWidth - 10) { | |
| x = e.clientX - tooltipRect.width - 15; | |
| } | |
| if (y + tooltipRect.height > viewportHeight - 10) { | |
| y = e.clientY - tooltipRect.height - 15; | |
| } | |
| if (x < 10) x = 10; | |
| if (y < 10) y = 10; | |
| tooltip.style.left = x + 'px'; | |
| tooltip.style.top = y + 'px'; | |
| }); | |
| token.addEventListener('mouseleave', () => { | |
| tooltip.style.display = 'none'; | |
| }); | |
| }); | |
| const slider = document.getElementById('color-range-slider'); | |
| const rangeValue = document.getElementById('color-range-value'); | |
| // Collect all tuned_delta values | |
| const tokenData = []; | |
| tokenSpans.forEach((token, idx) => { | |
| const tunedDelta = parseFloat(token.dataset.tunedDelta); | |
| if (!isNaN(tunedDelta)) { | |
| tokenData.push({ token, tunedDelta, absDelta: Math.abs(tunedDelta) }); | |
| } | |
| }); | |
| // Calculate max_abs_tuned_delta for normalization | |
| const maxAbsDelta = Math.max(...tokenData.map(d => d.absDelta), 1e-9); | |
| // Sort by |tuned_delta| to get rankings | |
| const sortedByAbs = [...tokenData].sort((a, b) => b.absDelta - a.absDelta); | |
| sortedByAbs.forEach((item, rank) => { | |
| item.rank = rank; // rank 0 = largest deviation | |
| }); | |
| function tunedDeltaToColor(tunedDelta, maxAbsDelta, exponent) { | |
| // Normalize to [-1, 1] | |
| const normalized = Math.max(-1, Math.min(1, tunedDelta / maxAbsDelta)); | |
| let r, g, b; | |
| if (normalized < 0) { | |
| // Green (RWKV better) | |
| const intensity = Math.pow(-normalized, exponent); | |
| r = Math.round(255 * (1 - intensity * 0.85)); | |
| g = 255; | |
| b = Math.round(255 * (1 - intensity * 0.85)); | |
| } else { | |
| // Red (RWKV worse) | |
| const intensity = Math.pow(normalized, exponent); | |
| r = 255; | |
| g = Math.round(255 * (1 - intensity * 0.85)); | |
| b = Math.round(255 * (1 - intensity * 0.85)); | |
| } | |
| return `rgb(${r}, ${g}, ${b})`; | |
| } | |
| function updateColors(colorRangePercent) { | |
| // colorRangePercent: 0-100, represents the proportion of tokens to color | |
| const colorCount = Math.round(tokenData.length * colorRangePercent / 100); | |
| // Calculate exponent: 100% -> 0.5, 0% -> 1.0 | |
| const exponent = 1 - (colorRangePercent / 100) * 0.5; | |
| // Calculate max deviation within the colored range | |
| let maxAbsDeltaInRange = 1e-9; | |
| tokenData.forEach(item => { | |
| if (item.rank < colorCount) { | |
| maxAbsDeltaInRange = Math.max(maxAbsDeltaInRange, item.absDelta); | |
| } | |
| }); | |
| tokenData.forEach(item => { | |
| if (item.rank < colorCount) { | |
| // Use dynamic normalization based on colored range | |
| item.token.style.backgroundColor = tunedDeltaToColor(item.tunedDelta, maxAbsDeltaInRange, exponent); | |
| } else { | |
| // Outside color range, white | |
| item.token.style.backgroundColor = 'rgb(255, 255, 255)'; | |
| } | |
| }); | |
| } | |
| slider.addEventListener('input', (e) => { | |
| const val = parseFloat(e.target.value); | |
| rangeValue.textContent = val.toFixed(1) + '%'; | |
| updateColors(val); | |
| }); | |
| // Apply default color range on page load | |
| updateColors(10); | |
| </script> | |
| </body> | |
| </html> | |