Spaces:
Sleeping
Sleeping
Paar, F. (Ferdinand)
commited on
Commit
·
00a52d1
1
Parent(s):
d38275b
mid is cool
Browse files- frontend/script.js +35 -24
frontend/script.js
CHANGED
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@@ -53,54 +53,55 @@ function renderModelView(data) {
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}
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function createAttentionThumbnail(data, layerIdx, headIdx) {
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// Extract tokens and attention from the data object
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const tokens = data.tokens;
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const attention = data.attention;
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const width = 80;
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const tokenHeight = 15;
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const padding = 10;
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// Compute the thumbnail height dynamically based on the number of tokens.
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const height = padding * 2 + tokens.length * tokenHeight;
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const maxLineWidth = 4;
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const maxOpacity = 0.8;
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// Compute the right-side x-coordinate numerically.
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const xRight = width - padding;
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// Create a thumbnail container using D3.
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const thumbnail = d3.select(document.createElement("div"))
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.style("position", "relative")
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.style("height", height + "px")
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.style("width", width + "px")
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.style("border", "1px solid #ddd")
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.style("border-radius", "4px")
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.style("padding", "5px")
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.style("background", "#fff")
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const svg = thumbnail.append("svg")
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.attr("width", width)
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.attr("height", height)
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svg.append("text")
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.attr("x", width / 2)
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.attr("y", 15)
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.attr("text-anchor", "middle")
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.attr("font-size", "10")
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.text(`L${layerIdx + 1} H${headIdx + 1}`);
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// Draw attention lines
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attention[layerIdx][headIdx].forEach((sourceWeights, sourceIdx) => {
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const rowMax = Math.max(...sourceWeights) || 1;
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sourceWeights.forEach((weight, targetIdx) => {
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if (weight > 0.01 && sourceIdx !== targetIdx) {
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const normalizedWeight = weight / rowMax;
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svg.append("line")
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.attr("x1", padding)
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.attr("y1", padding + sourceIdx * tokenHeight - 5)
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.attr("x2", xRight)
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.attr("y2", padding + targetIdx * tokenHeight - 5)
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.attr("stroke", "#800000") // Bordo red
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.attr("stroke-width", Math.max(0.5, normalizedWeight * maxLineWidth))
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@@ -109,15 +110,25 @@ function createAttentionThumbnail(data, layerIdx, headIdx) {
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}
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});
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});
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// Click handler remains unchanged, using the passed-in data object.
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thumbnail.on("click", function() {
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d3.select("#display_head .number-box").text(headIdx + 1);
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d3.select("#display_layer .number-box").text(layerIdx + 1);
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displayHoverTokens(data, layerIdx, headIdx);
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});
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return thumbnail.node();
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}
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// Function to display the tokens and attention values
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}
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function createAttentionThumbnail(data, layerIdx, headIdx) {
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const tokens = data.tokens;
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const attention = data.attention;
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const width = 80;
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const tokenHeight = 15;
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const padding = 10;
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const height = padding * 2 + tokens.length * tokenHeight;
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const maxLineWidth = 4;
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const maxOpacity = 0.8;
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const xRight = width - padding;
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// Create a thumbnail container using D3.
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const thumbnail = d3.select(document.createElement("div"))
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.classed("thumbnail", true) // ✅ Ensure correct class
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.style("position", "relative")
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.style("height", height + "px")
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.style("width", width + "px")
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.style("border", "1px solid #ddd")
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.style("border-radius", "4px")
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.style("padding", "5px")
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.style("background", "#fff")
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.style("cursor", "pointer"); // Indicate clickability
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// Append an SVG container
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const svg = thumbnail.append("svg")
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.attr("width", width)
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.attr("height", height)
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.attr("viewBox", `0 0 ${width} ${height}`) // not sure
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.attr("preserveAspectRatio", "xMidYMid meet"); // not sure
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// Add header text for layer and head
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svg.append("text")
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.attr("x", width / 2)
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.attr("y", 15)
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.attr("text-anchor", "middle") // not sure
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.attr("dominant-baseline", "middle") // not sure
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.attr("font-size", "10")
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.text(`L${layerIdx + 1} H${headIdx + 1}`);
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// Draw attention lines
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attention[layerIdx][headIdx].forEach((sourceWeights, sourceIdx) => {
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const rowMax = Math.max(...sourceWeights) || 1;
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sourceWeights.forEach((weight, targetIdx) => {
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if (weight > 0.01 && sourceIdx !== targetIdx) {
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const normalizedWeight = weight / rowMax;
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svg.append("line")
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.attr("x1", padding + 10)
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.attr("y1", padding + sourceIdx * tokenHeight - 5)
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.attr("x2", xRight - 10)
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.attr("y2", padding + targetIdx * tokenHeight - 5)
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.attr("stroke", "#800000") // Bordo red
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.attr("stroke-width", Math.max(0.5, normalizedWeight * maxLineWidth))
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}
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});
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});
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thumbnail.on("click", function() {
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console.log(`Clicked: Layer ${layerIdx + 1}, Head ${headIdx + 1}`);
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// Remove background from all thumbnails
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d3.selectAll(".thumbnail").style("background", "#fff");
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// Set background for clicked thumbnail
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d3.select(this).style("background", "#ddd");
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// Update displayed head/layer numbers
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d3.select("#display_head .number-box").text(headIdx + 1);
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d3.select("#display_layer .number-box").text(layerIdx + 1);
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// Display updated hover tokens
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displayHoverTokens(data, layerIdx, headIdx);
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});
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return thumbnail.node(); // Return raw DOM node for appending
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}
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// Function to display the tokens and attention values
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