WizardMath Models by WizardLM Team
WizardLM TeamMath
4 models2024
About
WizardMath is a family of open-source large language models (LLMs) specifically designed for mathematical reasoning tasks. Developed by the WizardLM team, these models are built upon the LLaMA-2 architecture and fine-tuned using a novel technique called Reinforced Evol-Instruct.The WizardMath family includes models of various sizes, such as 7B, 13B, and 70B parameters. These models have demonstrated impressive performance on mathematical reasoning benchmarks like GSM8k and MATH, outperforming many other open-source LLMs and even some commercial models.
Current Variants
Use-when guidance is derived from seed capabilities, context, release, and replacement fields.
4 in view
| Model | Use when | Released | Signals | Status |
|---|---|---|---|---|
| WizardMath 70B | Use when the workload needs 70B parameters. | 2024-01 | 70B parameters | Current |
| WizardMath 13B | Use when the workload needs 13B parameters. | 2024-01 | 13B parameters | Current |
| WizardMath 7B | Use when the workload needs 7B parameters. | 2024-01 | 7B parameters | Current |
| WizardMath 7B V1.1 | Use when the workload needs 7B parameters. | 2024-01 | 7B parameters | Current |
Release Timeline
1 release group2024-01
4 current
WizardMath 13B
Current13B parameters
WizardMath 70B
Current70B parameters
WizardMath 7B
Current7B parameters
WizardMath 7B V1.1
Current7B parameters
Specifications(4 models)
| Model | Released | Parameters |
|---|---|---|
| WizardMath 70B | 2024-01 | 70B |
| WizardMath 13B | 2024-01 | 13B |
| WizardMath 7B | 2024-01 | 7B |
| WizardMath 7B V1.1 | 2024-01 | 7B |
Frequently Asked Questions
- What is WizardMath used for?
- WizardMath is used for math and math-heavy prompts. The family description and listed model capabilities point to those workloads as the best fit.
- How does WizardMath compare to WizardCoder?
- WizardMath by WizardLM Team is strongest where you need math, while WizardCoder by WizardLM Team is the closest related family to check for coding. WizardMath has 4 listed variants, while WizardCoder reaches up to 100k context, so compare the specs and pricing tables before choosing a production model.
- Which WizardMath model should I use?
- If price is the main constraint, use the pricing table first because WizardMath does not have complete provider pricing in the local data. For the most capable/latest local choice, evaluate WizardMath 70B.
