Axolotl vs H2O LLM Studio

Overview

H2O LLM Studio

Stacks2

Followers4

Votes0

GitHub Stars4.7K

Forks500

Axolotl

Stacks1

Followers1

Votes0

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Detailed Comparison

H2O LLM Studio	Axolotl
It is a framework and no-code GUI designed for fine-tuning state-of-the-art large language models (LLMs).	It is a tool designed to streamline the fine-tuning of various AI models, offering support for multiple configurations and architectures.
Easily and effectively fine-tune LLMs without the need for any coding experience; Use a graphic user interface (GUI) specially designed for large language models	Train various Huggingface models such as llama, pythia, falcon, mpt; Supports fullfinetune, lora, qlora, relora, and gptq; Customize configurations using a simple yaml file or CLI overwrite; Load different dataset formats, use custom formats, or bring your own tokenized datasets
Statistics
GitHub Stars 4.7K	GitHub Stars -
GitHub Forks 500	GitHub Forks -
Stacks 2	Stacks 1
Followers 4	Followers 1
Votes 0	Votes 0
Integrations
Python Hugging Face Neptune	Docker Python Pythia PyTorch Falcon LLM Mistral 7B LLaMA

What are some alternatives to H2O LLM Studio, Axolotl?

Clever AI Humanizer

That transforms AI-generated content into natural, undetectable human-like writing. Bypass AI detection systems with intelligent text humanization technology

LangChain

It is a framework built around LLMs. It can be used for chatbots, generative question-answering, summarization, and much more. The core idea of the library is that we can “chain” together different components to create more advanced use cases around LLMs.

Ollama

It allows you to run open-source large language models, such as Llama 2, locally.

LlamaIndex

It is a project that provides a central interface to connect your LLMs with external data. It offers you a comprehensive toolset trading off cost and performance.

LangGraph

It is a library for building stateful, multi-actor applications with LLMs, built on top of (and intended to be used with) LangChain. It extends the LangChain Expression Language with the ability to coordinate multiple chains (or actors) across multiple steps of computation in a cyclic manner.

LangSmith

It is a platform for building production-grade LLM applications. It lets you debug, test, evaluate, and monitor chains and intelligent agents built on any LLM framework and seamlessly integrates with LangChain, the go-to open source framework for building with LLMs.

GPTScript

It is a new scripting language to automate your interaction with a Large Language Model (LLM), namely OpenAI. The ultimate goal is to create a natural language programming experience. The syntax of GPTScript is largely natural language, making it very easy to learn and use.

Vercel AI SDK

It is an open-source library designed to help developers build conversational streaming user interfaces in JavaScript and TypeScript. The SDK supports React/Next.js, Svelte/SvelteKit, and Vue/Nuxt as well as Node.js, Serverless, and the Edge Runtime.