diff --git a/Dockerfile b/Dockerfile index 9baabc2abf587e6a4c05e41e09105bc9b44787ff..874a5f90c6ecbfe6a8b806a6f3fc7ba9ca13ccf5 100644 --- a/Dockerfile +++ b/Dockerfile @@ -1,5 +1,5 @@ # Use an official Node runtime as the base image for building the application -# Build avec Playwright (navigateurs et deps prêts) +# Build with Playwright (browsers and deps ready) FROM mcr.microsoft.com/playwright:v1.55.0-jammy AS build # Set the working directory in the container @@ -17,7 +17,7 @@ COPY app/ . # Build the application RUN npm run build -# Génère le PDF (thème light, attente complète) +# Generate the PDF (light theme, full wait) RUN npm run export:pdf -- --theme=light --wait=full # Use an official Nginx runtime as the base image for serving the application diff --git a/app/.astro/astro/content.d.ts b/app/.astro/astro/content.d.ts index 83a06d5a5f6cff839fd7c1a82dafbe956e148f40..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 100644 --- a/app/.astro/astro/content.d.ts +++ b/app/.astro/astro/content.d.ts @@ -1,169 +0,0 @@ -declare module 'astro:content' { - interface Render { - '.mdx': Promise<{ - Content: import('astro').MarkdownInstance<{}>['Content']; - headings: import('astro').MarkdownHeading[]; - remarkPluginFrontmatter: Record; - components: import('astro').MDXInstance<{}>['components']; - }>; - } -} - -declare module 'astro:content' { - interface RenderResult { - Content: import('astro/runtime/server/index.js').AstroComponentFactory; - headings: import('astro').MarkdownHeading[]; - remarkPluginFrontmatter: Record; - } - interface Render { - '.md': Promise; - } - - export interface RenderedContent { - html: string; - metadata?: { - imagePaths: Array; - [key: string]: unknown; - }; - } -} - -declare module 'astro:content' { - type Flatten = T extends { [K: string]: infer U } ? U : never; - - export type CollectionKey = keyof AnyEntryMap; - export type CollectionEntry = Flatten; - - export type ContentCollectionKey = keyof ContentEntryMap; - export type DataCollectionKey = keyof DataEntryMap; - - type AllValuesOf = T extends any ? T[keyof T] : never; - type ValidContentEntrySlug = AllValuesOf< - ContentEntryMap[C] - >['slug']; - - /** @deprecated Use `getEntry` instead. */ - export function getEntryBySlug< - C extends keyof ContentEntryMap, - E extends ValidContentEntrySlug | (string & {}), - >( - collection: C, - // Note that this has to accept a regular string too, for SSR - entrySlug: E, - ): E extends ValidContentEntrySlug - ? Promise> - : Promise | undefined>; - - /** @deprecated Use `getEntry` instead. */ - export function getDataEntryById( - collection: C, - entryId: E, - ): Promise>; - - export function getCollection>( - collection: C, - filter?: (entry: CollectionEntry) => entry is E, - ): Promise; - export function getCollection( - collection: C, - filter?: (entry: CollectionEntry) => unknown, - ): Promise[]>; - - export function getEntry< - C extends keyof ContentEntryMap, - E extends ValidContentEntrySlug | (string & {}), - >(entry: { - collection: C; - slug: E; - }): E extends ValidContentEntrySlug - ? Promise> - : Promise | undefined>; - export function getEntry< - C extends keyof DataEntryMap, - E extends keyof DataEntryMap[C] | (string & {}), - >(entry: { - collection: C; - id: E; - }): E extends keyof DataEntryMap[C] - ? Promise - : Promise | undefined>; - export function getEntry< - C extends keyof ContentEntryMap, - E extends ValidContentEntrySlug | (string & {}), - >( - collection: C, - slug: E, - ): E extends ValidContentEntrySlug - ? Promise> - : Promise | undefined>; - export function getEntry< - C extends keyof DataEntryMap, - E extends keyof DataEntryMap[C] | (string & {}), - >( - collection: C, - id: E, - ): E extends keyof DataEntryMap[C] - ? Promise - : Promise | undefined>; - - /** Resolve an array of entry references from the same collection */ - export function getEntries( - entries: { - collection: C; - slug: ValidContentEntrySlug; - }[], - ): Promise[]>; - export function getEntries( - entries: { - collection: C; - id: keyof DataEntryMap[C]; - }[], - ): Promise[]>; - - export function render( - entry: AnyEntryMap[C][string], - ): Promise; - - export function reference( - collection: C, - ): import('astro/zod').ZodEffects< - import('astro/zod').ZodString, - C extends keyof ContentEntryMap - ? { - collection: C; - slug: ValidContentEntrySlug; - } - : { - collection: C; - id: keyof DataEntryMap[C]; - } - >; - // Allow generic `string` to avoid excessive type errors in the config - // if `dev` is not running to update as you edit. - // Invalid collection names will be caught at build time. - export function reference( - collection: C, - ): import('astro/zod').ZodEffects; - - type ReturnTypeOrOriginal = T extends (...args: any[]) => infer R ? R : T; - type InferEntrySchema = import('astro/zod').infer< - ReturnTypeOrOriginal['schema']> - >; - - type ContentEntryMap = { - - }; - - type DataEntryMap = { - "fragments": Record; - - }; - - type AnyEntryMap = ContentEntryMap & DataEntryMap; - - export type ContentConfig = never; -} diff --git a/app/astro.config.mjs b/app/astro.config.mjs index cf4aef34e3a79d57ae2700adf403ee3260dc7fe1..090b646f084046c4e96492830311ec1cb1d70691 100644 --- a/app/astro.config.mjs +++ b/app/astro.config.mjs @@ -7,12 +7,15 @@ import remarkFootnotes from 'remark-footnotes'; import rehypeSlug from 'rehype-slug'; import rehypeAutolinkHeadings from 'rehype-autolink-headings'; import rehypeCitation from 'rehype-citation'; -// Shiki intégré (dual themes) — pas de rehype-pretty-code +// Built-in Shiki (dual themes) — no rehype-pretty-code export default defineConfig({ output: 'static', integrations: [mdx()] , + devToolbar: { + enabled: false + }, markdown: { shikiConfig: { themes: { diff --git a/app/scripts/export-pdf.mjs b/app/scripts/export-pdf.mjs index 24be82783e2be45d27867b3614aab4adc9ddc2ad..04e798bfd5a0c985524013165662a6486cdbb1ac 100644 --- a/app/scripts/export-pdf.mjs +++ b/app/scripts/export-pdf.mjs @@ -26,7 +26,7 @@ async function waitForServer(url, timeoutMs = 60000) { } catch {} await delay(500); } - throw new Error(`Le serveur n'a pas démarré à temps: ${url}`); + throw new Error(`Server did not start in time: ${url}`); } function parseArgs(argv) { @@ -113,7 +113,7 @@ async function main() { const port = Number(process.env.PREVIEW_PORT || 8080); const baseUrl = `http://127.0.0.1:${port}/`; const args = parseArgs(process.argv); - // Par défaut: light (n'emploie pas de variable d'environnement implicite) + // Default: light (do not rely on env vars implicitly) const theme = (args.theme === 'dark' || args.theme === 'light') ? args.theme : 'light'; const format = args.format || 'A4'; const margin = parseMargin(args.margin); @@ -122,15 +122,19 @@ async function main() { // filename can be provided, else computed from page title later let outFileBase = (args.filename && String(args.filename).replace(/\.pdf$/i, '')) || 'article'; - console.log('> Build du site Astro…'); + console.log('> Building Astro site…'); await run('npm', ['run', 'build']); - console.log('> Démarrage du preview Astro…'); - const preview = spawn('npm', ['run', 'preview'], { cwd, stdio: 'inherit' }); + console.log('> Starting Astro preview…'); + // Start preview in its own process group so we can terminate all children reliably + const preview = spawn('npm', ['run', 'preview'], { cwd, stdio: 'inherit', detached: true }); + const previewExit = new Promise((resolvePreview) => { + preview.on('close', (code, signal) => resolvePreview({ code, signal })); + }); try { await waitForServer(baseUrl, 60000); - console.log('> Serveur prêt, génération PDF…'); + console.log('> Server ready, generating PDF…'); const browser = await chromium.launch({ headless: true }); try { @@ -138,7 +142,7 @@ async function main() { await context.addInitScript((desired) => { try { localStorage.setItem('theme', desired); - // Appliquer immédiatement le thème pour éviter les flashes + // Apply theme immediately to avoid flashes if (document && document.documentElement) { document.documentElement.dataset.theme = desired; } @@ -174,37 +178,54 @@ async function main() { printBackground: true, margin }); - console.log(`✅ PDF généré: ${outPath}`); + console.log(`✅ PDF generated: ${outPath}`); - // Copie de compatibilité dans dist/article.pdf (pour serveurs Nginx qui ne servent que dist) + // Compatibility copy into dist/article.pdf (for servers that only serve dist) const distCompatPath = resolve(cwd, 'dist', 'article.pdf'); try { if (basename(outPath) !== 'article.pdf') { await fs.copyFile(outPath, distCompatPath); - console.log(`✅ PDF copié (compat dist): ${distCompatPath}`); + console.log(`✅ PDF copied (dist compat): ${distCompatPath}`); } } catch (e) { - console.warn('Impossible de copier le PDF compat vers dist/article.pdf:', e?.message || e); + console.warn('Unable to copy PDF to dist/article.pdf:', e?.message || e); } - // Copie aussi dans public sous 2 noms: slug.pdf et article.pdf (compat) + // Also copy into public under 2 names: slug.pdf and article.pdf (compat) const publicSlugPath = resolve(cwd, 'public', `${outFileBase}.pdf`); const publicCompatPath = resolve(cwd, 'public', 'article.pdf'); try { await fs.mkdir(resolve(cwd, 'public'), { recursive: true }); await fs.copyFile(outPath, publicSlugPath); await fs.copyFile(outPath, publicCompatPath); - console.log(`✅ PDF copié dans: ${publicSlugPath}`); - console.log(`✅ PDF copié (compat): ${publicCompatPath}`); + console.log(`✅ PDF copied to: ${publicSlugPath}`); + console.log(`✅ PDF copied (compat): ${publicCompatPath}`); } catch (e) { - console.warn('Impossible de copier le PDF vers public/:', e?.message || e); + console.warn('Unable to copy PDF to public/:', e?.message || e); } } finally { await browser.close(); } } finally { - // Tenter un arrêt propre - preview.kill('SIGINT'); + // Try a clean shutdown of preview (entire process group first) + try { + if (process.platform !== 'win32') { + try { process.kill(-preview.pid, 'SIGINT'); } catch {} + } + try { preview.kill('SIGINT'); } catch {} + await Promise.race([previewExit, delay(3000)]); + // Force kill if still alive + // eslint-disable-next-line no-unsafe-optional-chaining + if (!preview.killed) { + try { + if (process.platform !== 'win32') { + try { process.kill(-preview.pid, 'SIGKILL'); } catch {} + } + try { preview.kill('SIGKILL'); } catch {} + } catch {} + await Promise.race([previewExit, delay(1000)]); + } + } catch {} } } diff --git a/app/src/components/Footer.astro b/app/src/components/Footer.astro index 5c6ed04cca88f1877349177f1ac6c6e1e76788d5..4c5960d11bc4e21261d3a68fa04d004a8314b89e 100644 --- a/app/src/components/Footer.astro +++ b/app/src/components/Footer.astro @@ -55,7 +55,7 @@ const { citationText, bibtex } = Astro.props as Props; const hr = element.querySelector('hr'); if (hr) hr.remove(); } - // Supprimer un éventuel titre déjà inclus dans le bloc (pour éviter doublons) + // Remove an eventual heading already included inside the block (avoid duplicates) const firstHeading = element.querySelector(':scope > h1, :scope > h2, :scope > h3'); if (firstHeading) { const txt = (firstHeading.textContent || '').trim().toLowerCase(); diff --git a/app/src/components/HtmlFragment.astro b/app/src/components/HtmlFragment.astro index 58a82fcd2074b408ae478cd7415d8e53e40c90df..8e81f9bab9d3617ccd57ea5927d9bbe361e2c314 100644 --- a/app/src/components/HtmlFragment.astro +++ b/app/src/components/HtmlFragment.astro @@ -2,11 +2,11 @@ interface Props { src: string } const { src } = Astro.props as Props; -// Charge tous les fragments .html sous src/fragments/** en tant que string (dev & build) +// Load all .html fragments under src/content/fragments/** as strings (dev & build) const fragments = import.meta.glob('../content/fragments/**/*.html', { query: '?raw', import: 'default', eager: true }) as Record; function resolveFragment(requested: string): string | null { - // Autorise "banner.html" ou "fragments/banner.html" + // Allow both "banner.html" and "fragments/banner.html" const needle = requested.replace(/^\/*/, ''); for (const [key, html] of Object.entries(fragments)) { if (key.endsWith('/' + needle) || key.endsWith('/' + needle.replace(/^fragments\//, ''))) { @@ -22,18 +22,18 @@ const mountId = `frag-${Math.random().toString(36).slice(2)}`; { html ? (
) : ( -
+
) } diff --git a/app/src/components/Meta.astro b/app/src/components/Meta.astro index 28aff818fea5ab1fdd49488ce1a50828fd99efc4..8f44655aef2357e4d387b2eb8505095383c63b9f 100644 --- a/app/src/components/Meta.astro +++ b/app/src/components/Meta.astro @@ -35,7 +35,7 @@ const { title, authors = [], affiliation, published } = Astro.props as Props; - - - - - Scaling FineWeb to 1000+ languages: Step 1: finding signal in 100s of evaluation tasks - - - - - - - - - -

📝 Scaling FineWeb to 1000+ languages: Step 1: finding signal in 100s of evaluation tasks

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- FineTasks -
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Following the strong community reception of our FineWeb English dataset, we have been hard at work on a multilingual version, which will cover 1000+ languages (that we hope to release soon!).

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However, we quickly encountered a significant challenge: how can one effectively evaluate models across different languages during training?

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For English, it's straightforward: we can utilize well-established benchmarks like MMLU or HellaSwag, widely used by most labs and implemented in all the major evaluation frameworks. Unfortunately, non-English tasks are often scarce and lack broader community validation and, when available, are frequently of questionable quality: many are machine-translated and may even include English words in their formulations. Additionally, they are often unsuitable for early pre-training evaluation due to suboptimal task formulations and/or too high difficulty resulting in random scores.

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To address these challenges, we developed a scalable and data-driven framework for evaluation task selection, which allows anyone to choose strong model evaluations for their language from existing tasks! We then applied this framework to a set of 9 diverse languages, resulting in the creation of FineTasks - a comprehensive and diverse multilingual evaluation suite.

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In this blog post, we discuss:

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  1. Our data-driven process to create a multilingual evaluation suite: FineTasks
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  2. Results of evaluating 35 major open and closed-source models on FineTasks
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  3. A guide for extending FineTasks to your target language
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What Makes a Task "Fine"?

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Covering all 7000+ languages spoken over the world would be monumental endeavor, so we settled on using 9 languages that offered diversity in script, language family and resource availability: Chinese, French, Arabic, Russian, Thai, Hindi, Turkish, Swahili, and Telugu.

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For these languages, we collected all available tasks that we could find, implementing a total of 185 tasks across languages in LightEval, HuggingFace's model evaluation library.

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Then, we began task selection with two primary goals: ensuring evaluation diversity, and making sure each task provided a reliable signal during pre-training.

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For evaluation diversity, we aimed to assess a broad range of model capabilities, including:

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  • Reading comprehension (RC): Understanding provided context and answering questions based on it.
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  • General knowledge (GK): Answering questions about facts from various fields without added context.
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  • Natural Language Understanding (NLU): Comprehending the semantics of provided input.
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  • Common-sense reasoning (RES): Demonstrating the ability to perform simple reasoning requiring embodied knowledge.
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  • Generative tasks: Ability to generate text in the target language without the "help" of multiple choice options.
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We consider that tasks provide a reliable signal if they provide a dependable score. This means the score should be above the random baseline, increase as training progresses, show low variability across different seeds, and provide consistent model ranking at each training stepFor similar sized models trained with the same hyperparameters on the same amount of data..

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Finding how much signal our tasks give during pre-training

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To thoroughly examine the signal our tasks provide, we trained many 1.5B parameter models for each language, using 30B tokens from subsets of the supported languages of the five largest openly available multilingual web datasets. These models were trained with the same hyperparameters and tokenizer. We then evaluated them at regular checkpoint intervals on the collected tasks (with no instruction and no system prompt in a 0-shot setting).

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This process required multiple evaluation runs for each task due to iterations on its implementation, resulting in a total of 73 000 GPU hours consumed 🔥!

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With 49 models trained we could finally define what a reliable signal means to us!

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Monotonicity

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One of our core requirements for a task is that it can be learned from training data and this learning can be gradually observed as the training progresses. Without this improvement through time, it's uncertain whether there will ever be an improvement in the future.

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To measure this, we used the Spearman rank correlation to quantify the correlation between steps and score. Spearman rank correlation can capture monotonicity even when scores don't evolve linearly with the number of steps. We required each task to have at least an average correlation of 0.5 over all model training runs.

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Low noise

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When comparing model performance on tasks, we need to consider whether differences are due to evaluation noise or genuine performance variations.

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Noise can arise from the stochastic processes involved in model training, such as random token sampling, data shuffling, or model initialization. To measure how sensitive each task is to this noise, we trained four additional models on our own monolingual corpora (unfiltered CommonCrawl data in each language) using different seeds.

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For each task, we computed:

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  1. First, a standard deviation of model scores for every step (approximately every 1B tokens), which we call the per-step-std.
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  2. Then, to obtain a global variability measurement, we averaged all the per-step-std values to get the avg-std over the full training. We assume this value is an upper-bound across model architectures and training datasets (as it was approximated by models trained on a "dirtier" dataset, therefore with higher variability).
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  3. Finally, we computed the signal-to-noise ratio (SNR) as the main metric for task variability. We calculate SNR as the mean score at 30B tokens of all runs divided by the avg-std. This metric measures how significant the overall score is relative to the score variations (noise).
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We aimed for each task to have an SNR > 20. The only exception to this rule are generative tasks, which typically have relatively low SNR, but are still worth including as they provide insights into how the model behaves when prompted to generate unconstrained (without answer options). In a multilingual setting, this is particularly relevant as some models trained on multiple languages can exhibit high task scores but then suddenly reply in the wrong language for generative tasks!

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Non-Random Performance

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Many model capabilities are acquired later in training, thus many tasks (especially harder ones, such as math-related ones) show baseline-level performance for an extended period. While these tasks are useful, they're not ideal for early pre-training evaluation, and we did not want to keep them for this setting.

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We first computed the baseline random performance of the task (as the sum of 1/n_choices for all samples for multiple choice questions, and as zero for generative evaluations). Then we calculated the task's distance from the baseline as the maximum score across all models minus the baseline.

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Model Ordering Consistency

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Let's not forget that the main goal of these evaluations is to compare models and datasets!

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In the future, we want to use these evaluations to select the best datasets for full model pretraining. This means our tasks should rank datasets trained using very few tokens (we typically run data ablations on 30B tokens), in the same order as they would when trained for longer, after significantly more steps.

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In other words, we would like tasks to have predictive capability regarding future performance during pre-training: if pre-training dataset A outperforms pre-training dataset B at 30 billion tokens, we would like this trend to continue at 300 billion tokens.

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Proving this is inherently impossible, but there is a necessary preliminary condition that we can test for: for the results to be consistent at large scales, they must also first show consistency at smaller scales!

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To measure this consistency in task ordering, we computed the average Kendall's Tau of models ranking between every two consecutive steps. We only considered steps starting after 15B tokens of pre-training, as we found orderings before the range incredibly noisy. A high value of this metric indicates that the ordering remains consistent as training progresses.

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Important properties of evaluation impacting stability

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Now that we covered what we were looking for in our tasks, let's examine two important aspects that can affect the above properties: task formulations and metric choice.

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Task Formulations

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The way tasks are presented to the model is crucial, particularly for multiple-choice (MC) tasks. In these scenarios, we must carefully determine how the choices are displayed and what the model is expected to predict.

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There are two common approaches: Cloze Formulation (CF) and Multi-Choice Formulation (MCF). In CF, choices are not provided in context, allowing the model to predict each option directly. In contrast, MCF presents the choices in the prompt, using A/B/C/D prefixes, with the targets being those letter prefixes.

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It's important to know that:

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  • The choice of formulation significantly impacts task scores .
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  • Both formulations behave very differently during training. As noted by both OLMES and DataComp-LM, when employing MCF, task scores initially show random performance over extended training periods before experiencing a sudden increase. Conversely, with CF, task scores improve right from the beginning but tend to plateau relatively early.
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Therefore, we decided to utilize CF for task selection and MCF for later evaluation of major open source models, as they have generally undergone enough training for these evaluations to have a signal.

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Metrics

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As the targets in CF of multiple choice tasks are choices themselves, each target can have a different number of tokens, characters, and unconditional probability (probability of generating the choice without a context prefix).

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To account for this, we consider the following accuracy variations:

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  • Accuracy :
    - acc = \underset{i}{\arg\max}(ln(P (a_i|q)))
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  • Accuracy normalized over character length :
    - acc_char = \underset{i}{\arg\max}\frac{ln(P (a_i|q))}{num\_characters(a_i)}
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  • Accuracy normalized over token length :
    - acc_token = \underset{i}{\arg\max}\frac{ln(P (a_i|q))}{num\_tokens(a_i)}
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  • PMI Accuracy :
    - acc_pmi = \underset{i}{\arg\max}ln\frac{P (a_i|q)}{P (a_i|u)}, where u =''Answer:''
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Where a_i is the answer choice i, q is a question prompt and P (a_i|q) is the probability of having a_i follow q. For more details see and .

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For our generative tasks on the other hand, we used the following metrics:

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  • prefix_match: Exact match where only the prefix of the answer must match
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  • f1: F1 score computed over predicted/gold words extracted using a word tokenizer
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For both generative metrics, minor preprocessing is applied to remove articles and punctuation, and lowercase the text.

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The Fine selection

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With our goals and evaluation setup properly defined, we proceeded with task selection!

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We reviewed tasks one by one, choosing based on the quantified properties. For each language, we aimed to have at least one task for each of the four categories outlined above. Additionally we wanted to have at least 1 generative task for each language.

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In cases where multiple versions of a task existed (e.g., MMLU with different translation methods or native versions), we prioritized native versions as long as their metrics were reasonable, followed by human translations of English tasks. If no such version was available, we made our selection entirely based on metrics.

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Thus, after removing about half of the tasks, we arrived at 96 final ones, forming "FineTasks."

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Explore tasks

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Use the dropdowns below to navigate the list of tasks and how different metrics affect them.

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All tasks from the selection comply with the criteria outlined in previous sections, with the only exception being indicqa_tel, which we chose to include to ensure we had at least one generative task for Telugu. Overall we managed to cover all task categories for each language (the only exception being Thai Reasoning, where all tasks were unfortunately too noisy with low monotonicity to consider them).

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One of the biggest surprises was that some tasks, even when translated using the same method, were reliable in one language but not in others. This was evident with xWinograd, which worked quite well for Russian but did not meet our conditions for French. An even more extreme example was XNLI, which performed well for 6 out of 7 languages, failing to satisfy the reliability properties for Chinese. We had to test four different implementations before finding a reliable version, which, interestingly, was the only one that was created by native speakers and not machine translated.

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Feel free to use the dropdowns below to explore the evolution of scores over training for all tested tasks and metrics.

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Metrics recommendation

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Selecting the best evaluation metrics proved to be a challenging task. Not only is there no single metric that consistently outperforms the rest, but we often encountered situations where one metric had better monotonicity while another had a higher signal-to-noise ratio. In such cases, we typically made our decision based on the selected metric for tasks' implementation in a different language. We are aware that such hand-picking is often not possible and thus offer the following recommendations:

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Multichoice Tasks

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  • We found base accuracy to perform well for tasks with answer options varying subtly (e.g. Yes/No/Also), particularly NLI tasks. In such cases, where the answer options are often each a single token, the base accuracy is advisable to use.
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  • While OLMES recommends using PMI for tasks with unusual words, we found PMI to be highly effective for "difficult" reasoning and knowledge tasks like AGIEVAL or MMLU. In these cases, PMI provided the best results and was often the only metric delivering performance above random. That said, PMI was, on average, the weakest metric across all other tasks, while also being two times more expensive to compute. We therefore only recommend its use for complex reasoning and knowledge tasks.
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  • The metrics we found to be most reliable overall were length normalization metrics (token or character-based). However, the best choice was dependent on language, rather than being consistent for a given task. Due to that, we recommend using the maximum of acc_char and acc_token for the most reliable results.Note that acc_token is heavily tokenizer dependent. On our ablations all models were trained using the same tokenizer.
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Generative Tasks

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For generative metrics, the choice is clearer: we suggest using the F1 score unless exact matching is required, as in math-related tasks. F1 is generally less noisy and more resilient to small changes in the generations.

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Open/Closed Source models tackle FineTasks

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Since we spent a lot of time and compute on task selection, we were interested in how well major open-source models would do on FineTasks. Given that our evaluation suite primarily targets pretrained models, we focused on these, with a few exceptions for models that don't offer a base (pretrained) version. These exceptions were included mainly out of curiosity, and their results should be interpreted with caution. Such models may significantly outperform other models due to the inclusion of supervised fine-tuning (SFT) data.

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To assess the multilingual performance disparity between open-source and closed-source models, we expanded our selection by adding a closed source model: gpt-4o-mini.

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As outlined in the task formulations, we are using MCF for this evaluation and employing a 5-shot approach, as recommended by OLMES (and made possible by the large context size of the models).

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Computing a global "multilingual" score

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In the previous sections, we treated each task independently. However, to determine an overall "multilingual" score of a model, we need to aggregate the results from these tasks. We begin by rescaling the individual task scores in line with the OpenLLM leaderboard . Then, we average the scores across task types (GK, RES, etc) for each language separately. To compute the score for each language, we take the average of the task type scores.We first average by task type to properly measure all model capabilities without letting a single category dominate.

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For the final global "multilingual" score we followed a different approach. Instead of averaging the language scores directly, we ranked the model's performance across languages in comparison to other models and then averaged those rank scores. This method ensures that the result reflects the overall model's performance across all languages, preventing an exceptionally high score in one language from skewing the final outcome.

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FineTasks Results

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After spending even more compute 🔥 on evaluating the selected models, we gathered the results in the following table. Here are our insights:

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Qwen family of models takes both top spots!

-

The Qwen models perform exceptionally well, taking both first and second place with their 72B and 32B versions. Their key strength appears to be in handling high- and mid-resource languages (particularly Chinese), where they consistently ranked first. However, they struggled with lower-resource languages, especially Swahili and Telugu, where their performance lagged.

- -

General Knowledge: The curse of monolingual models

-

The most surprising finding from our evaluation is how models explicitly trained to specialize in a narrow set of languages — like Sarvam-2B-v0.5 for Telugu, or Typhoon-v1.5-8B for Thai — tend to perform exceptionally well on generative tasks, while falling short when it comes to reasoning and general knowledge (GK) tasks, oftentimes getting close to random performance. We hypothesize two explanations: The models haven't undergone extensive enough training to be able to understand the MCF format or the higher exposure to various languages and especially English allows the non-specialized models to perform better at such GK/RES tasks. We note that good generative task performance reveals a good understanding of the target language.

- -

The only exceptions to this rule are typhoon-v1.5-72b and Yi-1.5-34B, both tackling the RES/GK tasks well and managing to rank in the top 4 for their respective languages. We note that typhoon-v1.5-72b is based on Qwen models, and that Yi also included English in its training data.

- -

A lower resource winner: Gemma-2

-

Although it didn't take first place, Gemma2 performed really well in the multilingual domain, especially considering its size. It showed consistent results across all the languages we tested, excelling in low-resource languages like Telugu and Swahili. For anyone working with low-resource languages, we highly recommend Gemma-2 as a strong option.

- -

Is there even a gap between open and closed source models?

-

As mentioned in the beginning, comparing closed-source models requires extra caution. These models often undergo extensive supervised fine-tuning (SFT), employ highly optimized prompting techniques, and may even generate multiple responses and select the best one. Despite these advantages, the o4-mini ranks only just above the medium-sized 27B Gemma-2. Based on this evidence, we believe that the gap between open-source and closed-source models is very narrow, if not entirely negligible.

- -

Evaluating on FineTasks

-

If you would like to evaluate your models on FineTasks and expand the above table we made it easy for you. Simply run the following command with your model of choice:

- - 
lighteval accelerate\
-    --model_args vllm,pretrained=model_name,pairwise_tokenization=True \
-    --custom_task lighteval.tasks.multilingual.tasks \
-    --tasks 'examples/tasks/finetasks/{cf,mcf}/{ara,fra,rus,tur,swa,hin,tel,tha,zho}' \
-    --max_samples '1000'
- -

Can we cover all the languages of the world together?

-

FineTasks is just the beginning of our multilingual journey. As a first step in the creation of the future FineWeb multilingual release, we are using this evaluation setup to curate a high quality pretraining dataset covering a large number of languages. You can expect more news from us soon! We plan to also continue working to make evaluation in non-English domains as seamless as it is in English—and we need your help to achieve that!

- -

LightEval now supports over 550 tasks across various non-English languages, making it the evaluation framework with the best multilingual coverage available. However, there's still much more to do. For many languages, no tasks exist yet, despite our ongoing work. This is where we believe the strong Hugging Face community can make a difference.

- -

We've made it incredibly easy to contribute new tasks, by developing a templating system which supports most of the popular task types, while maintaining authenticity of native language use, right down to correct punctuation. Even if you aren't able to contribute full evaluation tasks, you can still help. Many languages currently lack translations for anchor words used in evaluation, leaving hundreds of tasks unusable. You can help fill this gap by adding them following our mini guide.

- -

We're looking forward to revisiting this analysis in the future, not with just 9 languages, but at least 50—thanks to community contributions! Let's level the playing field between English and other languages together! 🤗

- - - - - - -

Citation

-

For attribution in academic contexts, please cite this work as

- 
Kydlicek, et al., "FineTasks: Finding signal in a haystack of 200+ multilingual tasks", 2024.
-

BibTeX citation

- 
@misc{kydlicek2024finetasksmultilingualtasks,
-      title={FineTasks: Finding signal in a haystack of 200+ multilingual tasks},
-      author={Hynek Kydlíček and Guilherme Penedo and Clémentine Fourier and Nathan Habib and Thomas Wolf},
-      url={https://huggingface.co/spaces/HuggingFaceFW/blogpost-fine-tasks},
-}
- - - - - diff --git a/old/src/index.js b/old/src/index.js deleted file mode 100644 index 1d136b37a57728f77ffc9dae98c4ad50a14d3bbd..0000000000000000000000000000000000000000 --- a/old/src/index.js +++ /dev/null @@ -1,10 +0,0 @@ -import { initLeaderboardResults } from './leaderboard_results.js'; -import { initFineTasks } from './fine_tasks.js'; -import { initPlotApplets } from './plot_task.js'; -import 'simple-datatables/dist/style.css'; - -document.addEventListener('DOMContentLoaded', () => { - initLeaderboardResults('leaderboard-results'); - initFineTasks('fine-tasks-results'); - initPlotApplets(); -}, { once: true }); diff --git a/old/src/leaderboard_results.js b/old/src/leaderboard_results.js deleted file mode 100644 index be4a786e55178ca48534cfa8885f19930a9feab6..0000000000000000000000000000000000000000 --- a/old/src/leaderboard_results.js +++ /dev/null @@ -1,397 +0,0 @@ -import Papa from 'papaparse'; -import { DataTable } from 'simple-datatables'; - -const languageMap = { - 'All Languages': 'final_rankings.csv', - 'Arabic': 'results_ar.csv', - 'Turkish': 'results_tr.csv', - 'Swahili': 'results_sw.csv', - 'Russian': 'results_ru.csv', - 'Telugu': 'results_te.csv', - 'Thai': 'results_th.csv', - 'Chinese': 'results_zh.csv', - 'French': 'results_fr.csv', - 'Hindi': 'results_hi.csv', -}; - -const versionMap = { - 'v1': 'v1', - 'v2': 'v2' -}; - -const versionChangelog = { - 'v1': 'Initial release of FineTasks Leaderboard', - 'v2': 'Changes in v2:\n' + - '• Fixed a bug in the rescaling of scores\n' + - '• Switched to using Native choice prefixes for Thai/Telugu/Hindi/Arabics\n' + - '• Added Options: anchors before showing options for continuation tasks (e.g Hellawag) - consistent improvement in scores\n' + - '• Removed openai/gpt-4o-mini' -}; - -const columnNameMap = { - 'runname': 'Model', - 'agg_score_macro': 'Score', - 'agg_score_RES': 'RES Score', - 'agg_score_RC': 'RC Score', - 'agg_score_GK': 'GK Score', - 'agg_score_NLU': 'NLU Score', - 'avg_rank_macro': 'Multilingual Score', - 'rank': 'Rank' -}; - -function createDropdown(options, onChange, initialValue = null) { - const select = document.createElement('select'); - options.forEach(option => { - const optionElement = document.createElement('option'); - optionElement.value = option; - optionElement.textContent = option; - if (initialValue && option === initialValue) { - optionElement.selected = true; - } - select.appendChild(optionElement); - }); - select.addEventListener('change', onChange); - return select; -} - -function processTaskName(taskName) { - const parts = taskName.split('|'); - let processedName = parts.length > 1 ? parts[1] : taskName; - processedName = processedName.split('_mcf')[0].split('_cf')[0]; - return processedName; -} - -function sanitizeColumnName(name) { - return name.replace(/[^a-zA-Z0-9-_]/g, '_'); -} - -function createResultsTable(data, extraColumn) { - const tableWrapper = document.createElement('div'); - tableWrapper.className = 'table-wrapper leaderboard-table-wrapper'; - - const table = document.createElement('table'); - table.className = 'results-table leaderboard-results-table'; - - const columns = extraColumn === 'All Languages' - ? ['rank', 'runname', 'avg_rank_macro'] - : ['rank', 'runname', 'agg_score_macro', extraColumn].filter(Boolean); - - const header = table.createTHead(); - const headerRow = header.insertRow(); - columns.forEach(column => { - const th = document.createElement('th'); - th.textContent = columnNameMap[column] || processTaskName(column); - th.className = `column-${sanitizeColumnName(column)}`; // Sanitize the column name - headerRow.appendChild(th); - }); - - const body = table.createTBody(); - data.forEach((row, index) => { - if (!row.runname) return; // Skip rows without a model name - const tr = body.insertRow(); - - // Add gradient background for top 3 positions - if (index < 3) { - const opacity = 1 - (index * 0.25); // Creates a fading effect: 1, 0.75, 0.5 - tr.style.backgroundColor = `rgba(255, 165, 0, ${opacity * 0.2})`; // Light orange with fading opacity - tr.style.fontWeight = 600; // Make text slightly bolder for top 3 - } - - columns.forEach(column => { - const td = tr.insertCell(); - td.className = `column-${sanitizeColumnName(column)}`; - - if (column === 'rank') { - td.textContent = index + 1; - // Add special styling for top 3 ranks - if (index < 3) { - td.style.fontWeight = 'bold'; - switch(index) { - case 0: - td.style.color = '#FFB800'; // Gold - break; - case 1: - td.style.color = '#C0C0C0'; // Silver - break; - case 2: - td.style.color = '#CD7F32'; // Bronze - break; - } - } - } else if (column === 'runname') { - const modelName = row[column]; - let displayName; - - // Check if it's a chat model - const chatModels = [ - 'CohereForAI/c4ai-command-r-plus-08-2024', - 'openai/gpt-4o-mini', - 'silma-ai/SILMA-9B-Instruct-v1.0', - 'microsoft/Phi-3.5-mini-instruct', - 'TURKCELL/Turkcell-LLM-7b-v1' - ]; - - if (chatModels.some(chatModel => modelName.includes(chatModel))) { - displayName = `💬 ${modelName}`; - } else { - displayName = `🟢 ${modelName}`; - } - - if (modelName.split("/")[0] !== "openai") - displayName = `${displayName}`; - td.innerHTML = displayName; - td.title = modelName; // Add full model name as tooltip - td.style.cursor = 'help'; // Change cursor to indicate hover functionality - } else { - const value = row[column]; - td.textContent = typeof value === 'number' ? value.toFixed(2) : value; - } - }); - }); - - tableWrapper.appendChild(table); - return tableWrapper; -} - -function createChangelog() { - const changelogContainer = document.createElement('div'); - changelogContainer.className = 'changelog-container'; - - const changelogHeader = document.createElement('div'); - changelogHeader.className = 'changelog-header'; - - const arrow = document.createElement('span'); - arrow.className = 'changelog-arrow'; - arrow.textContent = '▶'; - - const label = document.createElement('span'); - label.textContent = 'Changelog'; - label.className = 'changelog-label'; - - const content = document.createElement('div'); - content.className = 'changelog-content'; - content.style.display = 'none'; - - changelogHeader.appendChild(arrow); - changelogHeader.appendChild(label); - changelogContainer.appendChild(changelogHeader); - changelogContainer.appendChild(content); - - // Toggle changelog visibility - changelogHeader.addEventListener('click', () => { - const isVisible = content.style.display !== 'none'; - content.style.display = isVisible ? 'none' : 'block'; - arrow.textContent = isVisible ? '▶' : '▼'; - }); - - return { container: changelogContainer, content }; -} - -export function initLeaderboardResults(containerId) { - const container = document.getElementById(containerId); - if (!container) return; - - const titleElement = document.createElement('h3'); - titleElement.textContent = 'FineTasks Leaderboard'; - titleElement.className = 'leaderboard-title'; - - // Create changelog - const { container: changelogContainer, content: changelogContent } = createChangelog(); - - const tableContainer = document.createElement('div'); - tableContainer.className = 'table-container'; - - let leaderboardDataTable; - let currentData = []; - - // Create caption element - const captionElement = document.createElement('figcaption'); - captionElement.className = 'table-caption'; - captionElement.textContent = container.dataset.caption || ''; - - // Define update functions first - async function updateLanguageTable() { - const selectedVersion = versionDropdown.value; - const selectedLanguage = languageDropdown.value; - const csvFile = languageMap[selectedLanguage]; - - try { - const response = await fetch(`data/os_models/${selectedVersion}/${csvFile}`); - if (!response.ok) { - throw new Error(`HTTP error! status: ${response.status}`); - } - const csvText = await response.text(); - const results = Papa.parse(csvText, { header: true, dynamicTyping: true }).data; - currentData = selectedLanguage === 'All Languages' - ? results.sort((a, b) => a.avg_rank_macro - b.avg_rank_macro) - : results.sort((a, b) => b.agg_score_macro - a.agg_score_macro); - - if (selectedLanguage !== 'All Languages') { - const columnOptions = ['None'].concat(Object.keys(currentData[0]).filter(key => - !['runname', 'seed', 'steps', 'agg_score_micro', 'rank', 'avg_rank_macro', ''].includes(key) - )); - extraColumnDropdown.innerHTML = ''; - columnOptions.forEach(option => { - const optionElement = document.createElement('option'); - optionElement.value = option; - optionElement.textContent = option === 'None' ? 'None' : processTaskName(option); - extraColumnDropdown.appendChild(optionElement); - }); - - extraColumnDropdown.value = 'None'; - extraColumnLabel.style.display = 'inline'; - extraColumnDropdown.style.display = 'inline'; - } else { - extraColumnLabel.style.display = 'none'; - extraColumnDropdown.style.display = 'none'; - } - - updateTable(); - updateChangelog(); - } catch (error) { - console.error('Error fetching CSV:', error); - tableContainer.innerHTML = `

Error loading data: ${error.message}

`; - } - } - - function updateTable() { - const extraColumn = languageDropdown.value === 'All Languages' ? 'All Languages' : - (extraColumnDropdown.value === 'None' ? null : extraColumnDropdown.value); - - tableContainer.innerHTML = ''; - const tableWrapper = createResultsTable(currentData, extraColumn); - tableContainer.appendChild(tableWrapper); - - if (leaderboardDataTable) { - leaderboardDataTable.destroy(); - } - - leaderboardDataTable = new DataTable('.leaderboard-results-table', { - perPage: 10, - perPageSelect: false, - searchable: false, - sortable: true, - fixedHeight: true, - labels: { - info: '' - } - }); - - setTimeout(adjustColumnWidths, 0); - } - - function updateChangelog() { - const selectedVersion = versionDropdown.value; - changelogContent.textContent = versionChangelog[selectedVersion]; - } - - // Add this function to get URL parameters - function getUrlParameter(name) { - const urlParams = new URLSearchParams(window.location.search); - return urlParams.get(name); - } - - // Add this function to set URL parameters - function updateUrlParameter(key, value) { - const urlParams = new URLSearchParams(window.location.search); - if (value) { - urlParams.set(key, value); - } else { - urlParams.delete(key); - } - const newUrl = `${window.location.pathname}${urlParams.toString() ? '?' + urlParams.toString() : ''}`; - window.history.pushState({ path: newUrl }, '', newUrl); - } - - // Get initial language from URL - const urlLanguage = getUrlParameter('language'); - const initialLanguage = urlLanguage && Object.keys(languageMap).includes(urlLanguage) - ? urlLanguage - : 'All Languages'; - - // Create dropdowns with initial values - const languageLabel = document.createElement('label'); - languageLabel.textContent = 'Language: '; - const languageDropdown = createDropdown( - Object.keys(languageMap), - (e) => { - updateLanguageTable(); - updateUrlParameter('language', e.target.value === 'All Languages' ? null : e.target.value); - }, - initialLanguage - ); - - const extraColumnLabel = document.createElement('label'); - extraColumnLabel.textContent = 'Task: '; - const extraColumnDropdown = createDropdown(['None'], updateTable); - - const versionLabel = document.createElement('label'); - versionLabel.textContent = 'Version: '; - const versionDropdown = createDropdown(Object.keys(versionMap), updateLanguageTable); - - // Create controls - const controls = document.createElement('div'); - controls.className = 'controls leaderboard-controls fine-tasks-controls'; - - const versionControlGroup = document.createElement('div'); - versionControlGroup.className = 'control-group'; - versionControlGroup.appendChild(versionLabel); - versionControlGroup.appendChild(versionDropdown); - - const languageControlGroup = document.createElement('div'); - languageControlGroup.className = 'control-group'; - languageControlGroup.appendChild(languageLabel); - languageControlGroup.appendChild(languageDropdown); - - const extraColumnControlGroup = document.createElement('div'); - extraColumnControlGroup.className = 'control-group'; - extraColumnControlGroup.appendChild(extraColumnLabel); - extraColumnControlGroup.appendChild(extraColumnDropdown); - - controls.appendChild(versionControlGroup); - controls.appendChild(languageControlGroup); - controls.appendChild(extraColumnControlGroup); - - // Add elements to container in new order - container.appendChild(titleElement); - container.appendChild(tableContainer); - container.appendChild(captionElement); - container.appendChild(controls); - container.appendChild(changelogContainer); - - // Initialize with URL language if present - versionDropdown.value = 'v2'; - languageDropdown.value = initialLanguage; - updateLanguageTable(); -} - -function adjustColumnWidths() { - const table = document.querySelector('.leaderboard-results-table'); - if (!table) return; - - const columns = table.querySelectorAll('th'); - columns.forEach((column, index) => { - const columnClass = column.className; - const cells = table.querySelectorAll(`td.${columnClass}`); - let maxWidth = column.offsetWidth; - cells.forEach(cell => { - maxWidth = Math.max(maxWidth, cell.offsetWidth); - }); - - let adjustedWidth; - if (index === 0) { // Rank column - adjustedWidth = 50; - } else if (index === 1) { // Model name column - adjustedWidth = 200; - } else if (index === 2) { // Macro score column - adjustedWidth = 100; - } else { // Extra column or any other column - adjustedWidth = Math.min(maxWidth, 150); // Set a maximum width of 150px for other columns - } - - column.style.width = `${adjustedWidth}px`; - cells.forEach(cell => { - cell.style.width = `${adjustedWidth}px`; - }); - }); -} diff --git a/old/src/plot_task.js b/old/src/plot_task.js deleted file mode 100644 index 7d3355aa789659fc5a15ee7295a4967dc32a768e..0000000000000000000000000000000000000000 --- a/old/src/plot_task.js +++ /dev/null @@ -1,619 +0,0 @@ -import Plotly from 'plotly.js-basic-dist-min'; -import Papa from 'papaparse'; -import _ from 'lodash'; -import { getColor } from './colors.mjs'; - -const languageMap = { - 'Arabic': 'ar', - 'Turkish': 'tr', - 'Swahili': 'sw', - 'Russian': 'ru', - 'Telugu': 'te', - 'Thai': 'th', - 'Chinese': 'zh', - 'French': 'fr', - 'Hindi': 'hi' -}; - -const runNameMap = { - "orion": "Dataset-A", - "helios": "Dataset-B", - "lynx": "Dataset-C", - "aquila": "Dataset-D", - "commoncrawl": "CommonCrawl", - "baseline": "Baseline" -}; - -const taskLists = { - ar: ['acva_ara:_average', 'alfgahafa_mlqa_ara_cf', 'alghafa_arc_ara_cf:easy', 'alghafa_facts_ara_cf', 'alghafa_meta_dialects_ara_cf', 'alghafa_mmlu_ara_cf:_average', 'alghafa_openbookqa_ara_cf', 'alghafa_piqa_ara_cf', 'alghafa_race_ara_cf', 'alghafa_rating_sentiment_ara_cf', 'alghafa_rating_sentiment_no_neutral_ara_cf', 'alghafa_sciqa_ara_cf', 'alghafa_sentiment_ara_cf', 'arcd_ara', 'belebele_arb_Arab_cf', 'boolq_ara', 'exams_ara_cf:_average', 'mkqa_ara:_average', 'mlmm_arc_ara_cf:challenge', 'mlmm_hellaswag_ara_cf', 'mlmm_mmlu_ara_cf:_average', 'mlmm_truthfulqa_ara_cf:mc1', 'mlmm_truthfulqa_ara_cf:mc2', 'mlqa_ara', 'mmlu_ara_cf:_average', 'soqal_ara_cf', 'toxigen_ara_cf', 'tydiqa_ara', 'xcodah_ara_cf', 'xcopa_ara_cf', 'xcsqa_ara_cf', 'xnli2.0_ara_cf', 'xnli_ara_cf', 'xquad_ara', 'xstory_cloze_ara_cf'], - fr: ['belebele_fra_Latn_cf', 'community_boolq_fra_cf', 'exams_fra_cf:_average', 'fquadv2_fra', 'frenchbench_arc_fra_cf:challenge', 'frenchbench_hellaswag_fra_cf', 'meta_mmlu_fra_cf:_average', 'mintaka_fra', 'mkqa_fra:_average', 'mlmm_arc_fra_cf:challenge', 'mlmm_hellaswag_fra_cf', 'mlmm_mmlu_fra_cf:_average', 'mlmm_truthfulqa_fra_cf:mc1', 'mlmm_truthfulqa_fra_cf:mc2', 'pawsx_fra_cf', 'xcodah_fra_cf', 'xcsqa_fra_cf', 'xnli2.0_fra_cf', 'xwinograd_fra_cf'], - hi: ['belebele_hin_Deva_cf', 'community_arc_hin_cf:challenge', 'community_arc_hin_cf:easy', 'community_boolq_hin', 'community_hellaswag_hin_cf', 'indicnxnli_hin_cf', 'indicqa_hin', 'indicxcopa_hin_cf', 'meta_mmlu_hin_cf:_average', 'mintaka_hin', 'mlmm_arc_hin_cf:challenge', 'mlmm_hellaswag_hin_cf', 'mlmm_mmlu_hin_cf:_average', 'mlmm_truthfulqa_hin_cf:mc1', 'mlmm_truthfulqa_hin_cf:mc2', 'mlqa_hin', 'xcodah_hin_cf', 'xcsqa_hin_cf', 'xnli2.0_hin_cf', 'xnli_hin_cf', 'xquad_hin', 'xstory_cloze_hin_cf'], - ru: ['belebele_rus_Cyrl_cf', 'chegeka_rus', 'mathlogic_qa_rus_cf', 'mera_openbookqa_rus_cf', 'mera_worldtree_rus_cf', 'mkqa_rus:_average', 'mlmm_arc_rus_cf:challenge', 'mlmm_hellaswag_rus_cf', 'mlmm_mmlu_rus_cf:_average', 'mlmm_truthfulqa_rus_cf:mc1', 'mlmm_truthfulqa_rus_cf:mc2', 'parus_rus_cf', 'rcb_rus_cf', 'rummlu_rus_cf:_average', 'sber_squad_rus', 'tydiqa_rus', 'xcodah_rus_cf', 'xcsqa_rus_cf', 'xnli2.0_rus_cf', 'xquad_rus', 'xstory_cloze_rus_cf', 'xwinograd_rus_cf'], - sw: ['afric_mmlu_swa_cf:_average', 'afric_xnli_swa_cf', 'belebele_swh_Latn_cf', 'community_arc_swa_cf:challenge', 'community_arc_swa_cf:easy', 'community_mmlu_swa_cf', 'kenswquad_swa', 'm3exams_swa_cf', 'openai_mmlu_swa_cf:_average', 'tydiqa_swa', 'xcodah_swa_cf', 'xcopa_swa_cf', 'xcsqa_swa_cf', 'xnli2.0_swa_cf', 'xnli_swa_cf', 'xstory_cloze_swa_cf'], - te: ['belebele_tel_Telu_cf', 'community_hellaswag_tel_cf', 'indicnxnli_tel_cf', 'indicqa_tel', 'indicxcopa_tel_cf', 'mlmm_arc_tel_cf:challenge', 'mlmm_hellaswag_tel_cf', 'mlmm_mmlu_tel_cf:_average', 'mlmm_truthfulqa_tel_cf:mc1', 'mlmm_truthfulqa_tel_cf:mc2', 'tydiqa_tel', 'xstory_cloze_tel_cf'], - th: ['belebele_tha_Thai_cf', 'community_hellaswag_tha_cf', 'm3exams_tha_cf', 'meta_mmlu_tha_cf:_average', 'mkqa_tha:_average', 'thai_exams_tha_cf:_average', 'thai_exams_tha_cf:tgat', 'thaiqa_tha', 'wsci_tha_cf', 'xcopa_tha_cf', 'xnli2.0_tha_cf', 'xnli_tha_cf', 'xquad_tha'], - tr: ['belebele_tur_Latn_cf', 'community_arc_tur_cf:easy', 'community_hellaswag_tur_cf', 'community_mmlu_tur_cf:_average', 'community_truthfulqa_tur_cf:mc1', 'community_truthfulqa_tur_cf:mc2', 'community_xwinograd_tur_cf', 'exams_tur_cf:_average', 'mkqa_tur:_average', 'tquadv2_tur', 'xcopa_tur_cf', 'xnli2.0_tur_cf', 'xnli_tur_cf', 'xquad_tur'], - zh: ['agieval_zho_cf:_average', 'belebele_zho_Hans_cf', 'c3_zho_cf', 'ceval_zho_cf:_average', 'chinese_squad_zho', 'cmath_zho_cf', 'cmmlu_zho_cf:_average', 'cmnli_zho_cf', 'cmrc2018_zho', 'm3exams_zho_cf', 'mkqa_zho:_average', 'mlmm_arc_zho_cf:challenge', 'mlmm_hellaswag_zho_cf', 'mlmm_mmlu_zho_cf:_average', 'mlmm_truthfulqa_zho_cf:mc1', 'mlmm_truthfulqa_zho_cf:mc2', 'ocnli_zho_cf', 'pawsx_zho_cf', 'xcodah_zho_cf', 'xcopa_zho_cf', 'xcsqa_zho_cf', 'xnli2.0_zho_cf', 'xnli_zho_cf', 'xquad_zho', 'xstory_cloze_zho_cf', 'xwinograd_zho_cf'] -}; - -const LINE_SETTINGS = { - width: 2.5, - type: "scatter", - mode: "lines+markers", -}; - -const DEFAULT_LAYOUT = { - font: { - family: "apple-system, Arial, sans-serif", - }, - title: { - font: { - size: 15, - }, - }, - xaxis: { - title: { - text: "Training Tokens (billions)", - font: { - size: 14, - }, - }, - tickfont: { - size: 12, - }, - showgrid: false, - mirror: true, - ticks: "outside", - showline: true, - }, - yaxis: { - title: { - font: { - size: 14, - }, - standoff: 10, - }, - showgrid: false, - mirror: true, - ticks: "outside", - showline: true, - tickfont: { - size: 12, - }, - }, - height: 300, // You can adjust this value - autosize: true, - legend: { - orientation: 'h', // Set to 'h' for horizontal legend (required for columns) - yanchor: 'bottom', - y: 0, // Position at the bottom - xanchor: 'right', - x: 1, // Position at the right - traceorder: 'normal', - font: { size: 12 }, - tracegroupgap: 0, // Space between legend items - bgcolor: 'rgba(255, 255, 255, 0.8)' // White background with 70% transparency (1 - 0.3 = 70%) - }, - margin: { - t: 25, - b: 60, - l: 60, - r: 40, - }, -}; - -export function initPlotApplets() { - const plotContainers = document.querySelectorAll('.task-signal-plot'); - plotContainers.forEach(container => { - initPlotApplet(container); - }); -} - -function initPlotApplet(container) { - const defaultLanguage = container.dataset.language || 'Arabic'; - const defaultTask = container.dataset.task || ''; - const defaultMetric = container.dataset.metric || ''; - const groupSeeds = container.dataset.groupSeeds === 'true'; - const showControls = container.dataset.showControls === 'true'; - const taskMetrics = (container.dataset.taskMetrics || 'monotonicity,snr,ordering,randomness').split(","); - - const controls = createControls(container, defaultLanguage, defaultTask, defaultMetric, taskMetrics); - if (!showControls) - controls.style.display = 'none'; - container.appendChild(controls); - - const plotContainer = document.createElement('div'); - plotContainer.className = 'plot-container'; - container.appendChild(plotContainer); - - const statsContainer = document.createElement('div'); - statsContainer.className = 'stats-container'; - container.appendChild(statsContainer); - - - // Create an initial empty plot - Plotly.newPlot(plotContainer, []); - - // Set up the resize function - const resizePlot = () => { - const width = container.offsetWidth; - Plotly.relayout(plotContainer, { width: width }); - }; - - // Add resize listener - window.addEventListener('resize', resizePlot); - - // Initial resize - resizePlot(); - - // Load the initial data - updateLanguageTasks(container, defaultTask, defaultMetric, groupSeeds, taskMetrics); -} - -function createControls(container, defaultLanguage, defaultTask, defaultMetric, taskMetrics) { - const controls = document.createElement('div'); - controls.className = 'controls'; - - const languageSelect = createSelect('language', Object.keys(languageMap), () => updateLanguageTasks(container, '', '', true, taskMetrics)); - languageSelect.value = defaultLanguage; - - const taskSelect = createSelect('task', [], () => updateMetrics(container, '', true, taskMetrics)); - const metricSelect = createSelect('metric', [], () => updatePlot(container, taskMetrics)); - - controls.appendChild(createControlGroup('Language:', languageSelect)); - controls.appendChild(createControlGroup('Task:', taskSelect)); - controls.appendChild(createControlGroup('Metric:', metricSelect)); - - return controls; -} - -function createSelect(id, options, onChangeHandler) { - const select = document.createElement('select'); - select.id = id; - options.forEach(option => { - const optionElement = document.createElement('option'); - optionElement.value = option; - optionElement.textContent = option; - select.appendChild(optionElement); - }); - select.addEventListener('change', onChangeHandler); - return select; -} - -function createControlGroup(labelText, inputElement) { - const group = document.createElement('div'); - group.className = 'control-group'; - - const label = document.createElement('label'); - label.textContent = labelText; - label.className = 'control-label'; - - group.appendChild(label); - group.appendChild(inputElement); - - return group; -} - -async function updateLanguageTasks(container, defaultTask = '', defaultMetric = '', groupSeeds, taskMetrics) { - const languageSelect = container.querySelector('#language'); - const taskSelect = container.querySelector('#task'); - const language = languageSelect.value; - const langCode = languageMap[language]; - - taskSelect.innerHTML = ''; - - try { - const tasks = await getTasksForLanguage(langCode); - - taskSelect.innerHTML = ''; - if (tasks.length > 0) { - tasks.forEach(task => { - const option = document.createElement('option'); - option.value = task; - option.textContent = truncateText(task, 25); // Reduced from 30 to 25 - option.title = task; // Set full task name as title for tooltip - taskSelect.appendChild(option); - }); - - if (defaultTask && tasks.includes(defaultTask)) { - taskSelect.value = defaultTask; - } else { - taskSelect.selectedIndex = 0; - } - - await updateMetrics(container, defaultMetric, groupSeeds, taskMetrics); - } else { - taskSelect.innerHTML = ''; - clearPlot(container); - } - } catch (error) { - console.error('Error fetching tasks:', error); - taskSelect.innerHTML = ''; - clearPlot(container); - } -} - -async function getTasksForLanguage(langCode) { - return taskLists[langCode] || []; -} - -async function updateMetrics(container, defaultMetric = '', groupSeeds, taskMetrics) { - const language = container.querySelector('#language').value; - const task = container.querySelector('#task').value; - const langCode = languageMap[language]; - const metricSelect = container.querySelector('#metric'); - - metricSelect.innerHTML = ''; - - try { - const metrics = await getMetricsForTask(langCode, task); - - metricSelect.innerHTML = ''; - metrics.forEach(metric => { - const option = document.createElement('option'); - option.value = metric; - option.textContent = metric; - metricSelect.appendChild(option); - }); - - if (defaultMetric && metrics.includes(defaultMetric)) { - metricSelect.value = defaultMetric; - } else if (metricSelect.options.length > 0) { - metricSelect.selectedIndex = 0; - } - - await updatePlot(container, taskMetrics); - } catch (error) { - console.error('Error fetching metrics:', error); - metricSelect.innerHTML = ''; - clearPlot(container); - } -} - -async function getMetricsForTask(langCode, task) { - return new Promise((resolve, reject) => { - Papa.parse(`data/nanotron_tasks/${langCode}/${task}_stats.csv`, { - download: true, - header: true, - complete: function(results) { - const metrics = [...new Set(results.data.map(row => row.metric).filter(metric => metric))]; - resolve(metrics); - }, - error: function(error) { - console.error('Error fetching metrics:', error); - reject(error); - } - }); - }); -} - -function updatePlot(container, taskMetrics) { - const language = container.querySelector('#language').value; - const task = container.querySelector('#task').value; - const metric = container.querySelector('#metric').value; - const title = container.dataset.title; - const langCode = languageMap[language]; - - if (!langCode || !task || !metric) { - clearPlot(container); - return; - } - - const dataUrl = `data/nanotron_tasks/${langCode}/${task}_data.csv`; - const statsUrl = `data/nanotron_tasks/${langCode}/${task}_stats.csv`; - - Promise.all([ - new Promise((resolve, reject) => { - Papa.parse(dataUrl, { - download: true, - header: true, - dynamicTyping: true, - complete: resolve, - error: reject - }); - }), - new Promise((resolve, reject) => { - Papa.parse(statsUrl, { - download: true, - header: true, - dynamicTyping: true, - complete: resolve, - error: reject - }); - }) - ]).then(([dataResult, statsResult]) => { - const taskData = dataResult.data; - const statsData = statsResult.data; - plotData(container, taskData, statsData, metric, title, taskMetrics); - }).catch(error => { - console.error('Error parsing CSV:', error); - clearPlot(container); - }); -} - -function plotData(container, data, stats, metric, title, taskMetrics) { - const groupSeeds = container.dataset.groupSeeds === 'true'; - const sortedData = sortDataByTokens(data); - const groupedData = groupDataByRunname(sortedData, groupSeeds, metric); - const interpolatedData = interpolateData(groupedData, metric); - const smoothedData = smoothData(interpolatedData, metric); - const traces = createTraces(smoothedData, metric); - - const plotContainer = container.querySelector('.plot-container'); - - const layout = _.merge({}, DEFAULT_LAYOUT, { - title: { text: `${title}` }, - xaxis: { - title: { text: 'Training Tokens (billions)' }, - tickvals: [0, 5, 10, 15, 20, 25], - ticktext: ['0', '5B', '10B', '15B', '20B', '25B'], - tickangle: 45, - range: [0, 30], // Set the range to start from 0 and end at 30B - }, - yaxis: { - title: { text: 'Score' }, - range: [Math.min(...traces.flatMap(trace => trace.y)) * 0.95, Math.max(...traces.flatMap(trace => trace.y)) * 1.05], // Add 5% padding to the top and bottom - }, - width: container.offsetWidth, - }); - - Plotly.newPlot(plotContainer, traces, layout, {responsive: true}); - - // Display statistics - displayStatistics(container, stats, metric, taskMetrics); -} - -function displayStatistics(container, stats, metric, taskMetrics) { - const statsContainer = container.querySelector('.stats-container'); - const metricStats = stats.find(stat => stat.metric === metric); - if (metricStats) { - statsContainer.innerHTML = ` -
- ${taskMetrics.includes('monotonicity') ? 'Monotonicity: ' + metricStats.avg_spearman.toFixed(2) + '' : ''} - ${taskMetrics.includes('snr') ? 'Signal-to-Noise: ' + metricStats.avg_snr.toFixed(2) + '' : ''} - ${taskMetrics.includes('ordering') ? 'Ordering Consistency: ' + metricStats.avg_kendall_tau_a.toFixed(2) + '' : ''} - ${taskMetrics.includes('randomness') ? 'Non-Randomness: ' + metricStats.max_n_std.toFixed(2) + '' : ''} -
- `; - } else { - statsContainer.innerHTML = '

No statistics available for this metric.

'; - } -} - -function getReducedTickValues(tokens) { - const uniqueTokens = [...new Set(tokens)].sort((a, b) => a - b); - const tokenCount = uniqueTokens.length; - const targetTickCount = 10; // Adjust this value to increase/decrease the number of ticks - - if (tokenCount <= targetTickCount) { - return uniqueTokens; - } - - const stride = Math.ceil(tokenCount / targetTickCount); - return uniqueTokens.filter((_, index) => index % stride === 0); -} - -function formatTickLabel(value) { - if (value >= 1e9) { - return (value / 1e9).toFixed(1) + 'B'; - } else if (value >= 1e6) { - return (value / 1e6).toFixed(1) + 'M'; - } else if (value >= 1e3) { - return (value / 1e3).toFixed(1) + 'K'; - } - return value.toString(); -} - -function computeStatistics(data, metric) { - const stats = { - avg_spearman: 0, - avg_kendall_tau_a: 0, - avg_snr: 0, - max_n_std: 0 - }; - - const baselineRun = Object.keys(data).find(key => key.toLowerCase().includes('baseline')); - const nonBaselineRuns = Object.keys(data).filter(key => key !== baselineRun); - - // Compute statistics for each non-baseline run - nonBaselineRuns.forEach(run => { - const runData = data[run]; - const tokens = runData.map(row => row.tokens); - const scores = runData.map(row => row[metric]); - - // Spearman correlation - stats.avg_spearman += spearmanCorrelation(tokens, scores); - - // Kendall Tau-a - const lastHalf = Math.floor(runData.length / 2); - const kendallTauValues = []; - for (let i = lastHalf; i < runData.length - 1; i++) { - kendallTauValues.push(kendallTauA(scores.slice(0, i + 1), scores.slice(0, i + 2))); - } - stats.avg_kendall_tau_a += _.mean(kendallTauValues); - - // SNR and max_n_std - if (baselineRun) { - const baselineScores = data[baselineRun].map(row => row[metric]); - const stdDev = standardDeviation(scores); - stats.avg_snr += _.mean(scores) / stdDev; - stats.max_n_std = Math.max(stats.max_n_std, (_.max(scores) - _.mean(baselineScores)) / stdDev); - } - }); - - // Average the statistics - const numRuns = nonBaselineRuns.length; - stats.avg_spearman /= numRuns; - stats.avg_kendall_tau_a /= numRuns; - stats.avg_snr /= numRuns; - - return stats; -} - -function spearmanCorrelation(x, y) { - const n = x.length; - const rankX = rankData(x); - const rankY = rankData(y); - - let sum_d_squared = 0; - for (let i = 0; i < n; i++) { - const d = rankX[i] - rankY[i]; - sum_d_squared += d * d; - } - - return 1 - (6 * sum_d_squared) / (n * (n * n - 1)); -} - -function rankData(data) { - const sorted = [...data].sort((a, b) => a - b); - return data.map(x => sorted.indexOf(x) + 1); -} - -function kendallTauA(x, y) { - const n = x.length; - let concordant = 0; - let discordant = 0; - - for (let i = 0; i < n; i++) { - for (let j = i + 1; j < n; j++) { - const sign_x = Math.sign(x[j] - x[i]); - const sign_y = Math.sign(y[j] - y[i]); - if (sign_x * sign_y > 0) concordant++; - else if (sign_x * sign_y < 0) discordant++; - } - } - - return (concordant - discordant) / (n * (n - 1) / 2); -} - -function standardDeviation(values) { - const mean = _.mean(values); - const squareDiffs = values.map(value => { - const diff = value - mean; - return diff * diff; - }); - const avgSquareDiff = _.mean(squareDiffs); - return Math.sqrt(avgSquareDiff); -} - -function interpolateData(data, metric) { - return _.mapValues(data, (rows) => { - const sortedRows = _.sortBy(rows, 'tokens'); - const allTokens = _.uniq(_.flatMap(Object.values(data), rows => rows.map(r => r.tokens))).sort((a, b) => a - b); - - return allTokens.map(token => { - const exactMatch = _.find(sortedRows, { tokens: token }); - if (exactMatch) return exactMatch; - - const lowerRow = _.findLast(sortedRows, r => r.tokens < token); - const upperRow = _.find(sortedRows, r => r.tokens > token); - - if (!lowerRow) return { ...upperRow, tokens: token }; - if (!upperRow) return { ...lowerRow, tokens: token }; - - const ratio = (token - lowerRow.tokens) / (upperRow.tokens - lowerRow.tokens); - const interpolatedMetric = lowerRow[metric] + (upperRow[metric] - lowerRow[metric]) * ratio; - - return { - ...lowerRow, - tokens: token, - [metric]: interpolatedMetric - }; - }); - }); -} - -function smoothData(data, metric, windowSize = 3) { - return _.mapValues(data, (rows) => { - return rows.map((row, index, array) => { - const window = array.slice(Math.max(0, index - windowSize + 1), index + 1); - const smoothedMetric = _.meanBy(window, r => r[metric]); - return { ...row, [metric]: smoothedMetric }; - }); - }); -} - -function sortDataByTokens(data) { - return _.sortBy(data, 'tokens'); -} - -function groupDataByRunname(data, groupSeeds, metric) { - // Remove null or undefined runs - data = data.filter(row => row.runname != null && row.runname !== 'null_undefined'); - - if (!groupSeeds) { - return _.groupBy(data, row => `${processRunName(row.runname)}_${row.seed}`); - } - - const grouped = _.groupBy(data, row => processRunName(row.runname)); - - return _.mapValues(grouped, (rows) => { - const stepGroups = _.groupBy(rows, 'tokens'); - return _.map(stepGroups, (stepRows) => { - const meanMetric = _.meanBy(stepRows, row => parseFloat(row[metric]) || 0); - return { - ...stepRows[0], - [metric]: meanMetric - }; - }); - }); -} - -function processRunName(runname) { - for (const [key, value] of Object.entries(runNameMap)) { - if (runname.includes(key)) { - return value; - } - } - return runname; -} - -function createTraces(groupedData, metric) { - const colorsMapping = new Map(); - const sortedRunnames = Object.keys(groupedData).sort((a, b) => { - if (a.includes('baseline')) return 1; - if (b.includes('baseline')) return -1; - return a.localeCompare(b); - }); - - return sortedRunnames.map((runname, index) => { - const color = getColorForTrace(runname, colorsMapping, index); - return { - x: groupedData[runname].map(row => row.tokens), - y: groupedData[runname].map(row => row[metric]), - name: runname, - line: { - color: color, - shape: 'spline', - ...LINE_SETTINGS - }, - marker: { - color: color, - size: 6, - }, - mode: 'lines+markers', - }; - }); -} - -function getColorForTrace(traceName, colorsMapping, index) { - const reusedColor = colorsMapping.get(traceName); - if (reusedColor) { - return reusedColor; - } - - const color = getColor(index); - colorsMapping.set(traceName, color); - return color; -} - -function clearPlot(container) { - const plotContainer = container.querySelector('.plot-container'); - Plotly.purge(plotContainer); -} - -function truncateText(text, maxLength) { - if (text.length <= maxLength) return text; - return text.substr(0, maxLength - 2) + '..'; -} - diff --git a/old/src/stats.js b/old/src/stats.js deleted file mode 100644 index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..0000000000000000000000000000000000000000 diff --git a/old/src/style.css b/old/src/style.css deleted file mode 100644 index 63091ef690e2e4e9a53134a313c2ac8d532a9b7b..0000000000000000000000000000000000000000 --- a/old/src/style.css +++ /dev/null @@ -1,428 +0,0 @@ -/* style.css */ -/* Define colors */ -:root { - --distill-gray: rgb(107, 114, 128); - --distill-gray-light: rgb(185, 185, 185); - --distill-gray-lighter: rgb(228, 228, 228); - --distill-gray-lightest: rgb(245, 245, 245); - --distill-blue: #007BFF; -} - -d-byline .byline { - grid-template-columns: 1fr; - grid-column: text; - font-size: 0.9rem; - line-height: 1.8em; -} - -@media (min-width: 768px) { - d-byline .byline { - grid-template-columns: 5fr 1fr 1fr; - } -} - -d-contents > nav a.active { - text-decoration: underline; -} - -@media (max-width: 1199px) { - d-contents { - display: none; - justify-self: start; - align-self: start; - padding-bottom: 0.5em; - margin-bottom: 1em; - padding-left: 0.25em; - border-bottom: 1px solid rgba(0, 0, 0, 0.1); - border-bottom-width: 1px; - border-bottom-style: solid; - border-bottom-color: rgba(0, 0, 0, 0.1); - } -} - -d-contents a:hover { - border-bottom: none; -} - - -@media (min-width: 1200px) { - d-article { - /* Ensure d-article does not prevent sticky positioning */ - overflow: visible; - } - - d-contents { - align-self: start; - grid-column-start: 1 !important; - grid-column-end: 4 !important; - grid-row: auto / span 6; - justify-self: end; - margin-top: 0em; - padding-right: 3em; - padding-left: 2em; - /*border-right: 1px solid rgba(0, 0, 0, 0.1);*/ - /*border-right-width: 1px;*/ - /*border-right-style: solid;*/ - /*border-right-color: rgba(0, 0, 0, 0.1);*/ - position: -webkit-sticky; /* For Safari */ - position: sticky; - top: 10px; /* Adjust this value if needed */ - z-index: -1; - } -} - -d-contents nav h3 { - margin-top: 0; - margin-bottom: 1em; -} - -d-contents nav div { - color: rgba(0, 0, 0, 0.8); - font-weight: bold; -} - -d-contents nav a { - color: rgba(0, 0, 0, 0.8); - border-bottom: none; - text-decoration: none; -} - -d-contents li { - list-style-type: none; -} - -d-contents ul, d-article d-contents ul { - padding-left: 1em; -} - -d-contents nav ul li { - margin-bottom: .25em; -} - -d-contents nav a:hover { - text-decoration: underline solid rgba(0, 0, 0, 0.6); -} - -d-contents nav ul { - margin-top: 0; - margin-bottom: 6px; -} - - -d-contents nav > div { - display: block; - outline: none; - margin-bottom: 0.5em; -} - -d-contents nav > div > a { - font-size: 13px; - font-weight: 600; -} - -d-article aside { - display: none; -} - -@media (min-width: 768px) { - d-article aside { - display: block; - height: 0px; - overflow: visible; - margin-bottom: 1em; - z-index: 1000; - } -} - -@media (min-width: 768px) { - d-article aside { - margin-bottom: 0; - } -} - -d-contents nav > div > a:hover, -d-contents nav > ul > li > a:hover { - text-decoration: none; -} - - -/* Controlls for Plotting Applet */ -.controls { - display: flex; - flex-wrap: nowrap; - gap: 10px; - justify-content: center; -} - -.control-group { - display: flex; - flex-direction: column; - align-items: center; -} - -.controls select { - padding: 2px 4px; - line-height: 1.5em; - text-align: center; - border-radius: 4px; - font-size: 0.7em; - background-color: var(--distill-gray-lightest); - outline: none; -} - -.controls label { - font-size: 0.8em; - font-weight: bold; -} - - -/* Specific style for the task dropdown */ -#task { - max-width: 180px; -} - -.controls select option { - max-width: 300px; - overflow: visible; -} - -.task-signal-plot { - width: 100%; - max-width: 500px; /* Adjust this value as needed */ - margin: 0 auto; -} - - -.stats-container { - margin-bottom: 5px; -} -.compact-stats { - display: grid; - place-items: center; - grid-template-columns: 1fr 1fr; - gap: 5px; - font-weight: bold; - font-size: 12px; -} -.compact-stats-single { - display: grid; - place-items: center; - font-weight: bold; - font-size: 12px; -} - -.fine-tasks-controls, -.leaderboard-controls { - margin-bottom: 20px; -} - -.fine-tasks-table-wrapper { - margin-top: 20px; -} - -.fine-tasks-results-table { - width: 100%; - border-collapse: separate; - border-spacing: 0; - table-layout: fixed; /* This ensures that the table respects column widths */ -} - -.fine-tasks-results-table th, -.fine-tasks-results-table td { - border: 1px solid #ddd; - padding: 8px; - text-align: left; - overflow: hidden; - text-overflow: ellipsis; - white-space: nowrap; -} - -.fine-tasks-results-table th { - background-color: #f9f9f9; - font-weight: bold; -} - -.fine-tasks-results-table tr:nth-child(even) { - background-color: #f2f2f2; -} - -.fine-tasks-results-table tr:nth-child(odd) { - background-color: #fff; -} - -.fine-tasks-results-table tr:hover { - background-color: #ddd; -} - -/* Remove the horizontal line above the pagination */ -.fine-tasks-table-wrapper .datatable-bottom { - border-top: none; -} - -/* Hide the "Showing X to Y of Z entries" text */ -.fine-tasks-table-wrapper .datatable-info { - display: none; -} - -.fine-tasks-title { - text-align: center; - margin-top: 20px; - margin-bottom: 20px; -} - -.fine-tasks-results-table td[title] { - cursor: help; -} - -.leaderboard-title { - text-align: center; - margin-top: 20px; - margin-bottom: 20px; -} - - -.leaderboard-results-table { - width: 100%; - border-collapse: separate; - border-spacing: 0; - table-layout: fixed; -} - -.leaderboard-results-table th, -.leaderboard-results-table td { - border: 1px solid #ddd; - padding: 8px; - text-align: left; - overflow: hidden; - text-overflow: ellipsis; - white-space: nowrap; -} - -.leaderboard-results-table th:first-child, -.leaderboard-results-table td:first-child { - width: 50px; /* For the rank column */ -} - -.leaderboard-results-table th:nth-child(2), -.leaderboard-results-table td:nth-child(2) { - width: 200px; /* For the model name column */ -} - -.leaderboard-results-table th:nth-child(3), -.leaderboard-results-table td:nth-child(3) { - width: 100px; /* For the macro score column */ -} - -.leaderboard-results-table th:nth-child(4), -.leaderboard-results-table td:nth-child(4) { - width: 150px; /* For the extra column */ -} - -.leaderboard-results-table th { - background-color: #f9f9f9; - font-weight: bold; -} - -.leaderboard-results-table tr:nth-child(even) { - background-color: #f2f2f2; -} - -.leaderboard-results-table tr:hover { - background-color: #ddd; -} - -/* Remove the horizontal line above the pagination */ -.leaderboard-table-wrapper .datatable-bottom { - border-top: none; -} - -/* Hide the "Showing X to Y of Z entries" text */ -.leaderboard-table-wrapper .datatable-info { - display: none; -} - -.leaderboard-results-table td[title] { - cursor: help; -} - -/* Tooltip styles */ -.leaderboard-results-table td[title]:hover::after { - content: attr(title); - position: absolute; - left: 0; - top: 100%; - background-color: #f9f9f9; - color: #000; - padding: 5px; - border: 1px solid #ddd; - border-radius: 4px; - z-index: 1000; - white-space: nowrap; - overflow: hidden; - text-overflow: ellipsis; - max-width: 300px; -} - -.table-caption { - text-align: center; - margin-bottom: 10px; - font-style: italic; - color: #666; - width: 100%; /* Ensure the figcaption takes full width */ - display: block; /* Make it a block element */ -} - -html, body { - height: 100%; - overflow-y: auto; - -webkit-overflow-scrolling: touch; /* for smoother scrolling on iOS */ -} - -.main-container { - -webkit-overflow-scrolling: touch; -} - -body { - -webkit-text-size-adjust: 100%; -} - -/* Changelog styles */ - -.changelog-container { - margin-top: 20px; - font-size: 14px; -} - -.changelog-header { - cursor: pointer; - display: flex; - align-items: center; - gap: 12px; /* Increased space between arrow and label */ - padding: 8px; - background-color: #f5f5f5; - border-radius: 4px; -} - -.changelog-header:hover { - background-color: #ebebeb; -} - -.changelog-arrow { - font-size: 12px; - color: #666; -} - -.changelog-label { - font-weight: 600; - color: #333; -} - -.changelog-content { - margin-top: 8px; - padding: 12px; - background-color: #fff; - border: 1px solid #eee; - border-radius: 4px; - line-height: 1.4; - white-space: pre-line; -} diff --git a/old/webpack.config.js b/old/webpack.config.js deleted file mode 100644 index 581f13abcc3a50395ac79142a18b5fa37b126883..0000000000000000000000000000000000000000 --- a/old/webpack.config.js +++ /dev/null @@ -1,104 +0,0 @@ -const path = require("path"); -const { CleanWebpackPlugin } = require("clean-webpack-plugin"); -const CopyPlugin = require("copy-webpack-plugin"); -const BundleAnalyzerPlugin = require("webpack-bundle-analyzer").BundleAnalyzerPlugin; - -const COLOR_KEYS = ["color", "bgColor", "fillcolor"]; 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