Products

Soup CLI

AI-nativeMCPSkill

Frequently asked questions about Soup CLI: what version is current (v0.73.3, in the "Borrowed Hardware" line), installation and the PyTorch-free light core, GPU requirements, model compatibility, how it differs from LLaMA-Factory, Axolotl and Unsloth, which of the 23 training tasks to pick, whether it runs fully offline, Apache-2.0 licensing, and how layer streaming fine-tunes and aligns a model larger than your VRAM.

trysoup.dev Source★ 403 Discord TelegramAI Models & Agents / Model Training & Inference Infrastructure

AI Benchmark
Desktop
Mobile
Monthly visits
26.4K
Up145.1%MoMSep 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
Free
No monthly subscription pricing
Creators
Alpamys Makazhan
@justalpamys· 110 followersCo-created with Rafikт Mamedov
Launched
3mo ago
2026-08-09 · Est.

Traffic

Last 12 months
Monthly visitsData through Sep 2026
Events1 marketing move

Marketing moves

Launches, search & content, referrals, promotions

Open Source & Agent Ecosystem

GitHub · MCP / Skill
Last commit 2026-11-07
GitHub Stars
★ 403
Forks
60
License
See repository
Primary language
Go

Traffic sources

Sep 2026

Traffic breakdown

Channels

  • Direct41%
  • Organic Search36%
  • Referrals15%
  • Social6%
  • Other1%

Countries

  • India42%
  • United States25%
  • Brazil7%
  • Germany7%
  • Netherlands6%

Search

Domain authority —Domain registered 2026-04-11

KeywordMonthly volume
soup github9,710
soup ai4,310
soup llm510
teenager from kazakhstan built soup ai training software420
soup trainig model220

Traffic data: Vaneform

Pricing

Website does not list public plan prices.

Trial: None · Observed 2026-11-03 · Source page

Pages & changes

Tracked since 2026-08-09

Key pages

Weekly snapshots

Changes

No pricing, plan, or positioning changes detected since tracking started.

Design

First-screen visual analysis & :root CSS

Dark Developer (Dark canvas, balanced density) featuring split copy & visual layout and code block / terminal / cli visuals.

First-screen preview · click to zoom

First-screen pitch & conversion flow

“Stop tuning. Start training. Soup writes the config for you”

Split Copy & Visual hero structure paired with download app / install extension CTA and no explicit trust bar.

Conversion path: Split Copy & Visual + Code Block / Terminal / CLI → Download App / Install Extension

Palette · click to copy

5-D design score7.1 / 10
Typography
7.0
Color & Contrast
8.0
Layout & Spacing
7.0
Craft & Polish
7.0
Distinctiveness
6.0

Structure

Fonts
Inter / monospace
Primary visual
Code Block / Terminal / CLI
Social proof
No Explicit Trust Bar
Navigation
Full-Width Top Bar
Theme & density
Dark · Balanced
Corners & depth
Medium Radius · With shadow
Preview full AI design brief (includes :root CSS variables & layout rules)Style tokens only; never copy brand names, logos, copy, or images
# Design Brief: Dark Developer (with Gradient Glow)

Deep dark surfaces, monospace typography, terminal/code snippets, and high-precision borders.

## Design Tokens

```css
:root {
  --background: #090a09;
  --surface: #11110f;
  --foreground: #ededeb;
  --muted-foreground: #a5a5a2;
  --accent: #c6532c;
  --radius: 8px;
  --font-heading: "Inter", ui-sans-serif, system-ui, sans-serif;
  --font-body: "Inter", ui-sans-serif, system-ui, sans-serif;
  --font-mono: "monospace", ui-monospace, monospace;
}
```

Color area ratio: Background #090A09 (~74%) · Surface #11110F (~13%) · Text #EDEDEB (~5%) · Muted Text #A5A5A2 (~5%) · Accent #C6532C (~3%). Background and surface dominate the canvas; reserve the accent color for primary buttons and active states.

## Layout & Conversion Structure

- Hero layout: Split Copy & Visual
- Navigation: Full-Width Top Bar
- Theme & density: Dark · Balanced
- Border radius & elevation: Medium Radius; use elevation shadows to separate layers
- Primary visual medium: Code Block / Terminal / CLI
- Conversion CTA: Download App / Install Extension
- Headline hook: Pain Relief & Replacement
- Hero components: Code & Terminal
- Spatial layout notes: Split Copy & Visual hero structure paired with download app / install extension CTA and no explicit trust bar.
- Visual summary: Dark Developer (Dark canvas, balanced density) featuring split copy & visual layout and code block / terminal / cli visuals.

## Avoid

- Warm pastel backgrounds
- Playful cartoon illustrations
- Oversized pill buttons everywhere

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 Soup CLI get?
Vaneform estimates 26.4K website visits in 2026-09. Visits can include repeat visits; this estimate does not measure paying customers or revenue.Source

Related products in this category

AI Models & Agents / Model Training & Inference Infrastructure

These products share a catalog category. Compare customer tasks, features and deployment requirements before treating them as alternatives.