rlvrbook
A reference book on RLVR, or reinforcement learning from verifiable rewards: training models with checkable reward signals from math, code
rlvrbook.com Source★ 3Writing & Documents / Academic Writing & Research
- Monthly visits
- 10.1K
- Sep 2026
- Public revenue
- Undisclosed
- No public revenue evidence yet
- Entry price
- Free
- No monthly subscription pricing
- Launched
- 7mo ago
- 2026-04-16 · Est.
Traffic
Marketing moves
Launches, search & content, referrals, promotionsOpen Source & Self-Hosting
- GitHub Stars
- ★ 3
- Forks
- —
- License
- See repository
- Primary language
- —
Traffic sources
Traffic breakdown
Channels
- Organic Search40%
- Direct31%
- Referrals10%
- Social5%
- Other13%
Countries
- United States82%
- India12%
- Italy5%
- Singapore2%
Search
Domain authority —Domain registered 2026-04-05
| Keyword | Monthly volume |
|---|---|
| rlvr | 15.1K |
| rlvr meaning | 1,840 |
| explain me rlvr training mathematically | 680 |
| what is rlvr | 510 |
| rlvr explained | 170 |
Traffic data: Vaneform
Pricing
Website does not list public plan prices.
Trial: None · Observed 2026-11-01 · Source page
Pages & changes
Key pages
Weekly snapshotsChanges
No pricing, plan, or positioning changes detected since tracking started.
Design
Editorial (Light canvas, balanced density) featuring editorial serif headline layout and illustration / character art visuals.
First-screen preview · click to zoom
First-screen pitch & conversion flow
“Reinforcement Learning from Verifiable Rewards”
Editorial Serif Headline hero structure paired with direct input / instant try CTA and no explicit trust bar.
Conversion path: Editorial Serif Headline + Illustration / Character Art → Direct Input / Instant Try
- Category Positioning Anchor
- Custom Illustration
Palette · click to copy
- Typography
- 8.0
- Color & Contrast
- 7.0
- Layout & Spacing
- 8.0
- Craft & Polish
- 8.0
- Distinctiveness
- 7.0
Structure
- Fonts
- Arial
- Hero layout
- Editorial Serif Headline
- Primary visual
- Illustration / Character Art
- Conversion CTA
- Direct Input / Instant Try
- Social proof
- No Explicit Trust Bar
- Navigation
- Left App Sidebar
- Theme & density
- Light · Balanced
- Corners & depth
- Small Radius · Hairline borders
Preview full AI design brief (includes :root CSS variables & layout rules)Style tokens only; never copy brand names, logos, copy, or images
# Design Brief: Editorial
Oversized serif headlines, narrow reading columns, and magazine-inspired grid layouts.
## Design Tokens
```css
:root {
--background: #ffffff;
--surface: #f7f7f7;
--foreground: #292b2e;
--muted-foreground: #6b6d70;
--accent: #38a892;
--radius: 4px;
--font-heading: "Arial", ui-sans-serif, system-ui, sans-serif;
--font-body: "Arial", ui-sans-serif, system-ui, sans-serif;
}
```
Color area ratio: Background #FFFFFF (~77%) · Surface #F7F7F7 (~3%) · Text #292B2E (~10%) · Muted Text #6B6D70 (~8%) · Accent #38A892 (~2%). Background and surface dominate the canvas; reserve the accent color for primary buttons and active states.
## Layout & Conversion Structure
- Hero layout: Editorial Serif Headline
- Navigation: Left App Sidebar
- Theme & density: Light · Balanced
- Border radius & elevation: Small Radius; no drop shadows—separate layers with hairline borders and whitespace
- Primary visual medium: Illustration / Character Art
- Conversion CTA: Direct Input / Instant Try
- Headline hook: Category Positioning Anchor
- Hero components: Custom Illustration
- Spatial layout notes: Editorial Serif Headline hero structure paired with direct input / instant try CTA and no explicit trust bar.
- Visual summary: Editorial (Light canvas, balanced density) featuring editorial serif headline layout and illustration / character art visuals.
## Avoid
- Generic SaaS hero templates
- Cramped multi-column feature grids
- Neon cyber accents
Implement the UI following the design tokens and layout specifications above: use only these color variables, and reserve the accent color strictly for primary actions and active states. Adopt only this visual style—never copy any reference product’s brand name, logo, copy, or imagery.
Questions & evidence
- How much website traffic does rlvrbook get?
- Vaneform estimates 10.1K website visits in 2026-09. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
- What is rlvrbook and what platforms does it support?
- rlvrbook is catalogued under Academic Writing & Research: A reference book on RLVR, or reinforcement learning from verifiable rewards: training models with checkable reward signals from math, code. Supported platforms: Web.
- Is rlvrbook open source?
- rlvrbook has a public repository (https://github.com/kiankyars/rlvrbook) with its source repository published, recording 3 GitHub stars.Source
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