MakazhanAlpamys/Soup
Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.
- Stars10.1k
- LanguagePython
- LicenseApache-2.0
–Rank now
#11Peak rank
2Days on list
186Score · 7d
Nov 3, 2026First seen
Rank · 7 days
About MakazhanAlpamys/Soup
Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.
Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.
Fine-tune an 8B model on a 4 GB laptop GPU. Layer streaming keeps the frozen base out of VRAM and feeds it to the GPU one decoder layer at a time. Measured on an RTX 3050 Laptop 4 GB: Llama-3.1-8B-Instruct + NF4 at 119.6 tok/s at 952 MHz, 3.32 GB peak (pre-repair) — bit-exact against a normal resident run, and reproduced independently on an H100 at 113.00 tok/s in the same 3.32 GB. (Both figures were measured on…
cliconsumer-gpudpofine-tuningggufhuggingfacellmllmopslocal-ailocal-llmloralow-vram
- Stars
- 10.1k
- Forks
- 1660
- Language
- Python
- License
- Apache-2.0
- Last push
- Nov 3, 2026
- Created
- Feb 20, 2026
- Website
- trysoup.dev
Description and README excerpt from MakazhanAlpamys/Soup on GitHub ↗.
Trending history
MakazhanAlpamys/Soup was first seen on GitHub · Trending Python today on Nov 3, 2026. Since then it has appeared in 9 checks on 2 different days. Its best position was #11 of 18, reached on Nov 3, 11:49 UTC. It dropped off the list after Nov 4, 11:49 UTC.
Rank history
Position on GitHub · Trending Python today at every check (lower is better).
Last 14 days
Best rank per day (UTC).
11
11
Oct 26today
Metric history
Platform metric as reported by GitHub.
Featured in
Archived daily, weekly and monthly lists that include this entry.
GitHub Trending Python 2 days, best #11
Questions
Is MakazhanAlpamys/Soup trending on GitHub Trending right now?
Not at the moment. It was last on the list on Nov 4, 11:49 UTC, after 2 days of trending.
What is the highest rank MakazhanAlpamys/Soup reached?
#11 on GitHub · Trending Python today, on Nov 3, 11:49 UTC. Trendoday checks this list every 180 minutes.
How long has MakazhanAlpamys/Soup been trending?
It was first seen on Nov 3, 2026 and has been on the list on 2 days (9 checks) since.
What language is MakazhanAlpamys/Soup written in, and what is its license?
Mostly Python; it is licensed under Apache-2.0. It has 10.1k stars and 1660 forks.