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Qlora Python Packages

Python packages with the GitHub topic qlora. Sorted by relevance, with stars and monthly downloads.
bitsandbytes-foundation
bitsandbytes

Accessible large language models via k-bit quantization for PyTorch.

6.4M 8K 851
hiyouga
llamafactory

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

235K 71K 9K
MakazhanAlpamys
soup-cli

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

23K 60 11
lyogavin
airllm

AirLLM 70B inference with single 4GB GPU

17K 18K 2K
mcp-tool-shop-org
backpropagate

Production-ready headless LLM fine-tuning with smart defaults, Windows support, and modular architecture

2K 1 0
hiyouga
llmtuner

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

1K 71K 9K
tenseleyFlow
document-language-model

Document-first local LLM training, preference mining, retraining, and multi-target export from .dlm docs, codebases, and multimodal sources.

1K 0 0
Nagavenkatasai7
llm-forge-new

Config-driven, YAML-first open-source LLM training platform. Fine-tune language models by editing a single YAML file.

1K 0 0
hiyouga
lazyllm-llamafactory

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

667 71K 9K
teilomillet
textpolicy

Reinforcement learning for text generation on MLX (Apple Silicon): GRPO/GSPO, environments, rollout, rewards, LoRA/QLoRA

559 14 3
georgian-io
llm-toolkit

Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.

551 871 105
alexsuw
easylora

Batteries-included toolkit for LoRA / QLoRA fine-tuning with Hugging Face Transformers

253 0 0
hiyouga
glmtuner

Fine-tuning ChatGLM-6B with PEFT

226 4K 464
hiyouga
llamafactory-songlab

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

222 71K 9K
souradipp76
readme-ready

Auto-generate code documentation in Markdown format in seconds.

179 14 1
bitsandbytes-foundation
bitsandbytes-intel

An extension to enable performance acceleration for bitsandbytes on Intel platforms.

133 3 2
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