Factual package intelligence from PyPI

tt-lmf 2026.5.19.14 package intelligence

Lean LLM fine-tuning toolkit with EC2 orchestration for SFT, DPO, and LoRA training

pip install tt-lmf

Current version
2026.5.19.14
Python requirement
>=3.11.0
License
Apache-2.0
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
595.4 KiB
Release history
13 releases with files
Median release cadence
1 days

tt-lmf dependencies

PyPI declares 29 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. accelerate <=1.11.0,>=1.3.0
  2. bitsandbytes >=0.39.0
  3. datasets <=4.0.0,>=2.16.0
  4. einops
  5. hf-transfer
  6. numpy
  7. omegaconf
  8. packaging
  9. pandas
  10. peft <=0.18.1,>=0.18.0
  11. protobuf
  12. pydantic
  13. pyyaml
  14. safetensors
  15. scipy
  16. sentencepiece
  17. tiktoken
  18. torch >=2.4.0
  19. torchaudio >=2.4.0
  20. torchdata <=0.11.0,>=0.10.0
  21. torchvision >=0.19.0
  22. transformers !=4.52.0,!=4.57.0,<5,>=4.51.1
  23. trl <=0.24.0,>=0.18.0

The compact report shows 25 of 29 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

tt-lmf publishes 1 wheel and 1 source archive for version 2026.5.19.14. Wheel platform tags: any.

Declared Python classifiers: 3.11, 3.12, 3.13.

Release activity and sources

PyPI lists 13 releases with files. The first dated release is ; 13 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .