If you're looking to train larger language models without burning through your compute budget, this is the template you want. It's built around Mixture of Experts architecture, which activates only a subset of parameters per token (think 13B out of 47B in Mixtral). The skill includes DeepSpeed integration and covers the key MoE patterns used in production models like Mixtral 8x7B and DeepSeek-V3. You're looking at roughly 5x cost reduction versus dense models at similar performance. The real win is being able to scale capacity without linear compute scaling, which matters a lot if you're training on a realistic budget. It's practical infrastructure code, not just theory.

skills.sh installs
357
GitHub stars
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last updated
Aug 21, 2026

Install

$ npx -y skills add davila7/claude-code-templates --skill moe-training --agent claude-code

Installs into .claude/skills of the current project.

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If you're looking to train larger language models without burning through your compute budget, this is the template you want. It's built around Mixture of Experts architecture, which activates only a subset of parameters per token (think 13B out of 47B in Mixtral). The skill includes DeepSpeed integration and covers the key MoE patterns used in production models like Mixtral 8x7B and DeepSeek-V3. You're looking at roughly 5x cost reduction versus dense models at similar performance. The real win is being able to scale capacity without linear compute scaling, which matters a lot if you're training on a realistic budget. It's practical infrastructure code, not just theory.

Browse the repository on GitHub

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Details

Repository
github.com/davila7/claude-code-templates
Category
Data Science & ML
First seen
Jun 3, 2026

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