Claude-code-plugins-plus-skills together-performance-tuning

install

source · Clone the upstream repo

git clone https://github.com/jeremylongshore/claude-code-plugins-plus-skills

Claude Code · Install into ~/.claude/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/jeremylongshore/claude-code-plugins-plus-skills "$T" && mkdir -p ~/.claude/skills && cp -r "$T/plugins/saas-packs/together-pack/skills/together-performance-tuning" ~/.claude/skills/jeremylongshore-claude-code-plugins-plus-skills-together-performance-tuning && rm -rf "$T"

manifest: plugins/saas-packs/together-pack/skills/together-performance-tuning/SKILL.md

Together AI Performance Tuning

Overview

Guidance for performance tuning 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.