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State-of-the-art Parameter-Efficient Fine-Tuning (LoRA, prompt tuning, ...)

Screenshots

  • peft-0.21.0
    ~amd64
    python_single_target_python3_12 python_single_target_python3_13 python_single_target_python3_14

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    Overlay: local-ai
  • peft-0.18.1
    ~amd64 ~x86
    dev docs-specific quality test python_targets_python3_11 python_targets_python3_12 python_targets_python3_13 python_targets_python3_14

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    Overlay: pypi

ChangeLog

commit 8685b932575ad89330e916d26312a12f2443b7fc
Author: Plamen K. Kosseff <plamen@ipnmod.org>
Date: Mon Sep 28 08:53:51 2026 +0000

sci-ml/soup-cli: new package, LLM fine-tuning CLI, with its dep tier

soup-cli (trysoup.dev): LoRA/QLoRA, SFT and preference trainers from
one YAML, GGUF export for serving via LocalAI. Fully orthodox
packaging - no venv, every dependency a tree or overlay package.

New packages:
- sci-ml/soup-cli-0.75.1: hatchling build from the PyPI sdist; the
typer<0.21 CI-precaution ceiling is relaxed by an anchored sed
(tree's 0.27 verified against the full CLI surface), which also
cleans the installed metadata for 'soup env check'
- dev-python/peft-0.21.0, dev-python/trl-0.29.1: HF trainers,
all-tree deps, tests RESTRICTed (need GPUs/network)
- dev-python/plotext-6.1.0: derived from GURU's 5.3.2 (no 6.x there)

Parked: bitsandbytes (QLoRA) - prebuilt-binary wheel, needs a
source-built package; soup imports it lazily, everything else works.

Assisted-by: Claude:claude-fable-5
Signed-off-by: Plamen K. Kosseff <plamen@ipnmod.org>