What is EasyLM?
It is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax. It can scale up LLM training to hundreds of TPU/GPU accelerators by leveraging JAX's pjit functionality.
EasyLM is a tool in the Text & Language Models category of a tech stack.
Key Features
Can scale up LLM training to hundreds of TPU/GPU acceleratorsEasy to customize codebase for training large language models
EasyLM Pros & Cons
Pros of EasyLM
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Cons of EasyLM
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EasyLM Alternatives & Comparisons
What are some alternatives to EasyLM?
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.
