lxe/simple-llm-finetuner

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

2054 stars · 131 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A beginner-friendly Gradio web UI for fine-tuning LLMs (LLaMA, GPT-2) using LoRA via the Hugging Face PEFT library on consumer NVIDIA GPUs. It lets users paste datasets, adjust training parameters, and run inference from the browser.

Use cases

• fine-tune llama on my own dataset with a simple ui
• train a language model with lora on a single gpu
• beginner-friendly llm finetuning tool
• run peft finetuning in google colab
• customize an llm with a small training dataset

When to choose

• you want a minimal, no-code UI to experiment with LoRA fine-tuning on a 16GB GPU or Colab T4

When to avoid

• the project is explicitly dead and unmaintained - use LLaMA-Factory, unsloth, or text-generation-webui instead
• you need production-grade or actively supported fine-tuning workflows
• you lack an NVIDIA GPU or WSL/Linux environment

Facets

application · maturity abandoned

llm-training machine-learning gui large-language-models machine-learning artificial-intelligence python llm-finetuning lora peft gradio huggingface colab beginner-friendly linux gpu web-server

Member repositories

For agents

markdown · JSON · MCP: product_card(name="lxe/simple-llm-finetuner")