# Together AI Dedicated Containers Skill for Agents

> Skill that teaches Claude Code Together AI's container deployment API. Run custom Docker inference workers on managed GPU infrastructure with full environment control.

## Install

Save the content below to `.claude/skills/` or append to your `CLAUDE.md`:

## Quick Use

```bash
npx skills add togethercomputer/skills
```

## What is This Skill?

This skill teaches AI coding agents how to deploy custom Docker containers on Together AI's managed GPU infrastructure. Bring your own inference code, custom models, or specialized ML pipelines — Together AI handles the GPU provisioning and orchestration.

**Answer-Ready**: Together AI Dedicated Containers Skill for coding agents. Deploy custom Docker inference workers on managed GPUs. Full environment control with Together AI infrastructure. Part of official 12-skill collection.

**Best for**: ML teams with custom inference requirements. **Works with**: Claude Code, Cursor, Codex CLI.

## What the Agent Learns

### Deploy Container

```python
from together import Together

client = Together()
container = client.containers.create(
    image="your-registry/custom-model:latest",
    hardware="gpu-h100-80gb",
    replicas=2,
    env={"MODEL_PATH": "/models/custom", "MAX_BATCH_SIZE": "32"},
    ports=[8080],
)
```

### Use Cases
| Scenario | Why Containers |
|----------|---------------|
| Custom models | Non-standard architectures |
| Custom preprocessing | Domain-specific pipelines |
| Multi-model serving | Ensemble inference |
| Compliance | Controlled environment |

### Container Management

```python
# Update
client.containers.update(container.id, replicas=4)
# Logs
logs = client.containers.logs(container.id)
# Delete
client.containers.delete(container.id)
```

## FAQ

**Q: What GPU types are available?**
A: H100, H200, and A100 GPUs. Contact Together AI for B200 availability.

## Source & Thanks

> Part of [togethercomputer/skills](https://github.com/togethercomputer/skills) — MIT licensed.

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## 快速使用

```bash
npx skills add togethercomputer/skills
```

## 什么是这个 Skill？

教 AI Agent 在 Together AI 的托管 GPU 上部署自定义 Docker 推理容器。

**一句话总结**：Together AI 容器 Skill，自定义 Docker 推理 + 托管 GPU + 完全环境控制，官方出品。

## 来源与致谢

> [togethercomputer/skills](https://github.com/togethercomputer/skills) — MIT

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Source: https://tokrepo.com/en/workflows/4d4e267f-143c-4a16-a715-72206e5aad38
Author: AI Open Source