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MakazhanAlpamys / Soup

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

Repository stars
10,051All-time #5,392
Fork
1,660
Last push
updated 3 days ago
Repository created
since 2026
Apps & systemsTerminals & command linePythonApache-2.0 · Permissive
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About

Summarised by AI from the README; the original prevails

Author description: Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

Basic listing based on official public information; functionality has not been independently evaluated.

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Command-line tools# consumer-gpu# dpo# fine-tuning# gguf# huggingface# llm# llmops# local-ai# local-llm# lora# low-vram# machine-learning# ollama# peft# python# pytorch# qlora# sft# transformers

Star trend

Includes values estimated from GitHub history
8,3069,17910,05110-0710-1210-1710-2210-2711-0111-05

First collected 2026-11-03Measured at 2026-11-03 08:31 UTCSourceLicense source

Compiled from public project information; not independently tested. · Repository stars, not unique users or individual-skill installs · License tiers are derived from metadata. Check obligations for your use; unknown does not mean prohibited.