MakazhanAlpamys/Soup
- Total stars
- 9,636
- Today
- +13since 00:13 UTC
More actions
Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.
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About the project
A CLI tool for fine-tuning and post-training LLMs from a single YAML config, with layer streaming that lets an 8B model train on a 4 GB laptop GPU.
Useful for
- Run QLoRA fine-tuning from a single soup.yaml without setting up infrastructure
- Train an 8B model locally on a 4 GB laptop GPU via stream_layers
- Validate a config with soup doctor before starting a training run
README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →
Star growth looks organic. Data as of October 25, 2026, 11:13 UTC.
The star-growth assessment does not verify whether the project is safe to run.
Stars per day
Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.
Why it’s trending
- Star-counter measurements on 2026-10-25 (UTC), 00:13–11:05: 9623 → 9636 stars (+13). This is the change over that interval.
- Estimated end-of-day forecast: about +28 stars, using observed gains and the previous day.
- Interest is fading: the two-day pace is 30% of the previous week and a half.
- About 12 forks a day — people are taking the code.
- Recent forks include notable developers: @SauravMukherjee44 (975 followers).
Measured growth: the last 7 completed days
The full 7-day window is unavailable; no weekly total or comparison is calculated.
Daily measurements · UTC
- October 26, 2026
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- October 27, 2026
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- October 28, 2026
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- October 29, 2026
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- October 30, 2026
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- October 31, 2026
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- November 1, 2026
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Largest measured day in the last 30 days: 286 · October 13, 2026. Days with data: 23.
Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 25, 2026, 11:12 UTC. Sources and measurement limits →
Three GitHub discoveries in each edition
What they do, why they are gaining interest, and what to check before using them.
Editions at 10:00, 16:00, 22:00 MSK.
Numbers
- Total stars
- 9,636
- Today
- +13 stars measured 2026-10-25, 00:13–11:05 UTC, ≈ 28 by evening
- Forks
- 1,575
- Issues and pull requests
- 2,168
- Watchers
- 59
- Language
- Python
- License
- Apache-2.0
- Latest release
- v0.76.1 · October 14, 2026
- Created
- February 20, 2026
- Last push
- October 24, 2026
Star trust
Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.
These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.
Spotted in
- October 15, 2026GitHub Trending Python today: #8, +247 stars
- October 14, 2026GitHub Trending Python today: #8, +281 stars
- October 3, 2026GitHub Trending Python today: #11, +90 stars
- October 2, 2026GitHub Trending Python today: #11, +68 stars
- October 1, 2026GitHub Trending Python today: #11, +142 stars
- September 27, 2026GitHub Trending Python today: #16, +74 stars; GitHub Trending this month: #22, +4,232 stars
- September 26, 2026GitHub Trending Python today: #16, +64 stars; GitHub Trending this month: #22, +4,225 stars
- September 17, 2026GitHub Trending Python today: #14, +104 stars
- September 16, 2026GitHub Trending Python today: #14, +119 stars
README badge
Paste it into your README — the badge shows the current magnitude and links to this page.
[](https://gitnova.dev/en/r/MakazhanAlpamys/Soup)