Together debug bundle

Skill jeremylongshore/claude-code-plugins-plus-skills/plugins/saas-packs/together-pack/skills/together-debug-bundle

'Together AI debug bundle for inference, fine-tuning, and model deployment.From its SKILL.md

Install

npx -y skills add jeremylongshore/claude-code-plugins-plus-skills --skill together-debug-bundle

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What its file declares

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The file declares its own license as MIT. That is the author’s claim about this one file, and it is not the same thing as the license GitHub reports for the repository, which is listed with the other numbers below.

SKILL.md

1.5 KB, 259 tokens by cl100k_base, as published. Nobody here has run it

Together AI Debug Bundle

Overview

Guidance for debug bundle with Together AI inference and fine-tuning API.

Instructions

Key Points

Together AI is OpenAI-compatible: base_url = 'https://api.together.xyz/v1'
Use the together Python SDK or any OpenAI client library
Supports 100+ open-source models (Llama, Mixtral, Qwen, FLUX)
Fine-tuning available for supported models
Batch inference at 50% cost reduction

Error Handling

Error	Cause	Solution
`401 Unauthorized`	Invalid API key	Check at api.together.xyz
`Model not found`	Wrong model ID	Use `client.models.list()`
`429 Rate limit`	Too many requests	Implement backoff
`500 Server error`	Model overloaded	Retry with backoff

Resources

Next Steps

See related Together AI skills for more patterns.

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.