LLaMA Cult and More

Free

Keeping Track of Affordable LLMs, 🦙 Cult and More ![GitHub Repo stars](https://img.shields.io/github/stars/shm007g/LLaMA-Cult-and-More?style=social)

FreeFree tier

Type

Open Source

Visit Website GitHub (40 stars)

About LLaMA Cult and More

LLaMA Cult and More is a GitHub repository that provides a comprehensive, curated catalog of large language models (LLMs), with a focus on affordable and open-source options. It offers detailed insights into various models' parameters, fine-tuning datasets, techniques, and hardware specifications. The repository includes practical guides for LLM alignment post-training, covering datasets, benchmarks, efficient training libraries, and techniques. It catalogs pre-trained base models, open-source aligned LLMs, instruction and conversational datasets, pre-training datasets, efficient training libraries, evaluation benchmarks, multi-modal LLMs, tool learning, and star history. This resource is valuable for researchers and developers seeking to compare models, find training data, and learn about the latest advancements in LLMs.

Key Features

Tracking latest models with parameters, fine-tuning datasets/techniques, and hardware specs

Practical guides for LLM alignment post-training

Comprehensive catalog of pre-trained base models from OpenAI, Meta, Google, and more

List of open-source aligned LLMs with licenses

Instruction and conversational datasets for fine-tuning

Pre-training datasets and efficient training libraries

Evaluation benchmarks and multi-modal LLMs

Tool learning and star history for community trends

Pros & Cons

Pros

Comprehensive and regularly updated catalog of LLMs
Free and open-source resource for the community
Includes detailed specifications and links to original sources
Covers a wide range of models from various organizations

Cons

Primarily a list and not an interactive tool
Can be overwhelming for beginners due to extensive detail
Relies on community contributions for updates (may not be fully current)

Best For

Comparing LLMs for research or application developmentFinding instruction datasets and benchmarks for fine-tuningLearning about LLM alignment techniques and post-training methodologiesDiscovering efficient training libraries and frameworksExploring the landscape of open-source LLMs and their licenses

FAQ

What is LLaMA Cult and More?

It is a GitHub repository that provides a curated catalog of large language models, including details on parameters, fine-tuning datasets, hardware specifications, and post-training alignment guides.

What types of models are included?

The catalog includes pre-trained base models from organizations like OpenAI, Meta, Google, Anthropic, and others, as well as open-source aligned LLMs, multi-modal models, and tool learning models.

Is this tool free to use?

Yes, the repository is publicly available on GitHub and free to access.