WizardLM

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WizardLM is an open-source AI tool that empowers large pre-trained language models to follow complex instructions. It includes models like WizardCoder for code generation and WizardMath for mathematical reasoning.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is WizardLM?

WizardLM is a suite of large language models (LLMs) built upon the Evol-Instruct method, designed to enhance their ability to follow complex instructions. This project includes several specialized models: WizardLM focuses on general instruction following, WizardCoder excels in code generation, and WizardMath is optimized for mathematical reasoning. The models demonstrate strong performance against established benchmarks and even surpass some closed-source alternatives like ChatGPT 3.5 and Gemini Pro in specific tasks. WizardLM provides various model sizes, from 7B to 70B parameters, with different licensing options. It is a valuable resource for researchers and developers looking to leverage advanced open-source LLMs for a range of applications.

Best used for

Ideal for AI researchers and developers who need to implement advanced instruction-following capabilities, generate high-quality code, or solve complex mathematical problems. Especially valuable for those looking to leverage and benchmark open-source LLMs with strong performance against proprietary models.

Common actions

train language models

generate code

solve math problems

enhance instruction following

benchmark LLMs

workflowslow-code/no-codeautomated workflowdeepfakeopen-sourcecollaborationface swappinggithub copilot"AI Agents"

Capabilities

Key features

Complex instruction following
Code generation
Mathematical reasoning
Evol-Instruct method
Multiple model sizes
Strong benchmark performance

Target Audience

professordeveloperresearcher

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

What is the Evol-Instruct method used by WizardLM?

Evol-Instruct is a novel method that uses LLMs themselves, rather than humans, to automatically generate a mass of open-domain instructions with varying difficulty levels and skill ranges. This process helps to significantly improve the performance of the LLMs in following complex instructions.

Are all WizardLM models free for commercial use?

No, not all WizardLM models are free for commercial use. While the project is open-source, some specific model versions, like WizardLM-13B-V1.1, WizardLM-30B-V1.0, and WizardLM-13B-V1.0, are restricted to non-commercial use. Always check the specific model's license before deployment.

How does WizardCoder compare to other code generation models?

WizardCoder models, such as WizardCoder-33B-V1.1, have demonstrated state-of-the-art performance on various coding benchmarks like HumanEval and MBPP. They have been shown to outperform or be comparable to models like ChatGPT 3.5, Gemini Pro, and DeepSeek-Coder-33B-instruct in pass@1 scores.

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Research & Education › Academic Research AI Agents & Automation › AI Frameworks & Infra

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