AxolotlWhat is Axolotl?
It is a tool designed to streamline the fine-tuning of various AI models, offering support for multiple configurations and architectures.
Axolotl is a tool in the Text & Language Models category of a tech stack.
Key Features
Train various Huggingface models such as llama, pythia, falcon, mptSupports fullfinetune, lora, qlora, relora, and gptqCustomize configurations using a simple yaml file or CLI overwriteLoad different dataset formats, use custom formats, or bring your own tokenized datasets
Axolotl Pros & Cons
Pros of Axolotl
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Cons of Axolotl
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Axolotl Alternatives & Comparisons
What are some alternatives to Axolotl?
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.
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.
Hugging Face
Build, train, and deploy state of the art models powered by the reference open source in machine learning.
