Cost / License
- Freemium
- Open Source (Apache-2.0)
Platforms
- Software as a Service (SaaS)
- Online
- Self-Hosted

SMOL-GPT is described as 'A minimal PyTorch implementation for training your own small LLM from scratch. Designed for educational purposes and simplicity, featuring efficient training, flash attention, and modern sampling techniques' and is an app in the ai tools & services category. There are eight alternatives to SMOL-GPT for a variety of platforms, including Windows, Linux, Mac, Python and BSD apps. The best SMOL-GPT alternative is Unsloth, which is both free and Open Source. Other great apps like SMOL-GPT are Plexe AI, Liner.ai, nanoGPT and FinetuneDB.

Plexe AI enables you to create, train, and deploy machine learning models using simple English commands — no coding required.


Liner is a free tool that lets you train your ML models easily. It takes your training data and gives you an easy-to-integrate ML model.
Train AI models with your data in minutes, not weeks, and get better performance at lower cost. Integrates with open-source and proprietary foundation models.



Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs.

Axolotl is a tool designed to streamline the fine-tuning of various AI models, offering support for multiple configurations and architectures.

"Agents" originated in reinforcement learning, where they learn by interacting with an environment and receiving a reward signal. However, LLM-based agents today do not learn online (i.e. continuously in real time) via reinforcement.