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
- Monthly visits
- 26.4K
- Up145.1%MoMSep 2026
- Public revenue
- Undisclosed
- No public revenue evidence yet
- Entry price
- Free
- No monthly subscription pricing
- Launched
- 3mo ago
- 2026-08-09 · Est.
Traffic
Marketing moves
Launches, search & content, referrals, promotions- We fine-tuned an 8B model in 3.3 GB of VRAM. On a 4 GB laptop GPU. Not a rented card, not a workstation — a laptop.
@trysoup_dev · 2026-08-17 · 4 likes · 0 reposts · 34 views
Soup CLI launched on Product HuntLaunch
Fine-tune an 8B LLM on a 4 GB laptop GPU
Aug 9 · 3mo agoSource
At the time: <5K visits/mo
Open Source & Agent Ecosystem
- GitHub Stars
- ★ 403
- Forks
- 60
- License
- See repository
- Primary language
- Go
- Ecosystem & integrations:
- HuggingFaceOllamaVLLMDeepSpeedUnslothONNXNVIDIA TensorRTSGLangFlashAttentionClaude Code
- Exposed tool capabilities:
- Local InferenceModel Fine-TuningLayer streamingSoup doctorSoup migrateSoup advise
Traffic sources
Traffic breakdown
Channels
- Direct41%
- Organic Search36%
- Referrals15%
- Social6%
- Other1%
Countries
- India42%
- United States25%
- Brazil7%
- Germany7%
- Netherlands6%
Search
Domain authority —Domain registered 2026-04-11
| Keyword | Monthly volume |
|---|---|
| soup github | 9,710 |
| soup ai | 4,310 |
| soup llm | 510 |
| teenager from kazakhstan built soup ai training software | 420 |
| soup trainig model | 220 |
Traffic data: Vaneform
Pricing
Website does not list public plan prices.
Trial: None · Observed 2026-11-03 · Source page
Pages & changes
Key pages
Weekly snapshots- Hometrysoup.dev/
- Featurestrysoup.dev/zero Snapshot 2026-11-03
Changes
No pricing, plan, or positioning changes detected since tracking started.
Design
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
- Pain Relief & Replacement
- Code & Terminal
Palette · click to copy
- Typography
- 7.0
- Color & Contrast
- 8.0
- Layout & Spacing
- 7.0
- Craft & Polish
- 7.0
- Distinctiveness
- 6.0
Structure
- Fonts
- Inter / monospace
- Hero layout
- Split Copy & Visual
- Primary visual
- Code Block / Terminal / CLI
- Conversion CTA
- Download App / Install Extension
- 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
These products share a catalog category. Compare customer tasks, features and deployment requirements before treating them as alternatives.
| Product | Entry price | Visits | Revenue |
|---|---|---|---|
| OllamaGiantMost popular way to build with open models. | $20/mo | 9M | Undisclosed |
| BytePlusAI Film Award 2027 Powered By BytePlus | — | 4.3M | Undisclosed |
| Agent Router统一的 大模型接口网关 | — | 3.8M | Undisclosed |
| Groq®Groq was built for this. | — | 3.6M | Undisclosed |
| ModelScopeFast-forwarding AI development with open-source community. | — | 2.9M | Undisclosed |
| RunpodExperiment, train, fine-tune, deploy, scale on one platform | — | 2.8M | Undisclosed |