tinker-training-cost
CommunityEstimate Tinker training costs quickly.
Data & Analytics#pricing#tokenization#training-costs#model-pricing#ml-cost-estimation#dataset-token-count
AuthorM4n5ter
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Calculate training costs for Tinker fine-tuning jobs by tokenizing datasets with the correct model tokenizer and applying model-specific pricing to produce accurate cost estimates.
Core Features & Use Cases
- Tokenization: counts dataset tokens using the selected model's tokenizer.
- Cost estimation: computes training cost from tokens, epochs, and per‑million pricing.
- Multi-model support: accommodates multiple Tinker models and dataset formats for budgeting and comparison.
Quick Start
Run the bundled script to estimate the training cost for your dataset by selecting a model and epochs.
Dependency Matrix
Required Modules
transformers
Components
scripts
💻 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-training-cost Download link: https://github.com/M4n5ter/skills/archive/main.zip#tinker-training-cost Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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