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LLM Finetuning Hub

LLM Finetuning Hub

#160in Text & Language Models
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OverviewDiscussions

What is LLM Finetuning Hub?

It contains code and insights to fine-tune various large language models (LLMs) for different use cases. It also provides an evaluation framework to compare the performance, time, cost, and inference of different LLMs, both open-source and closed-source. It aims to make fine-tuning LLMs easier and more accessible.

LLM Finetuning Hub is a tool in the Text & Language Models category of a tech stack.

Key Features

Fine-tune various large language models (LLMs) for different use casesProvides an evaluation framework that measures the performance, time, cost, and inference

LLM Finetuning Hub Pros & Cons

Pros of LLM Finetuning Hub

No pros listed yet.

Cons of LLM Finetuning Hub

No cons listed yet.

LLM Finetuning Hub Alternatives & Comparisons

What are some alternatives to LLM Finetuning Hub?

LangChain

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

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

Hugging Face

Build, train, and deploy state of the art models powered by the reference open source in machine learning.

Ollama

Ollama

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

LlamaIndex

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.

LLM

LLM

It is a Rust ecosystem of libraries for running inference on large language models, inspired by llama.cpp. On top of llm, there is a CLI application, llm-cli, which provides a convenient interface for running inference on supported models.

LLM Finetuning Hub Integrations

Amazon EC2, Falcon, RedPajama, LLaMA are some of the popular tools that integrate with LLM Finetuning Hub. Here's a list of all 4 tools that integrate with LLM Finetuning Hub.

Amazon EC2
Amazon EC2
Falcon
Falcon
RedPajama
RedPajama
LLaMA
LLaMA

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