Skills
.Work. You
Rest

tinker-sdk

Official

Master the Tinker SDK for training and sampling.

Software Engineering#async#training#sampling#rest-client#tinker#llm-fine-tuning#tinker-sdk
Authorthinking-machines-lab
Version1.0.0
Installs0

System Documentation

What problem does it solve?

The Tinker SDK provides a unified, Python-based interface to manage training, sampling, and REST interactions for fine-tuning LLMs, reducing boilerplate and integration effort.

Core Features & Use Cases

  • Unified API set: ServiceClient, TrainingClient, SamplingClient, and RestClient to cover end-to-end workflows.
  • Async-friendly patterns: futures and awaitable calls to overlap computation and IO for scalable experimentation.
  • Use cases include starting new training runs, resuming from checkpoints, generating samples, and managing deployments.

Quick Start

Instantiate a ServiceClient and create a TrainingClient to start a fine-tuning workflow on your base model.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: tinker-sdk
Download link: https://github.com/thinking-machines-lab/tinker-cookbook/archive/main.zip#tinker-sdk

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
View Source Repository

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.