smolagents · FinOps Profile

Smolagents Finops

Name: Smolagents Finops
Creator: smolagents
Keywords: AI Agents, Multi-Agent, Python, Code Generation, LLM, Hugging Face, Open Source, Machine Learning

smolagents is a free open-source library; FinOps considerations apply to the Hugging Face Inference Provider costs incurred when running agents against cloud-hosted LLMs. Hugging Face uses a transparent pass-through billing model with no markup over provider rates. Costs are metered per inference request based on compute time and hardware cost. All tiers receive monthly included credits; pay-as-you-go credits can be purchased after credits are exhausted.

Smolagents Finops is the FinOps profile for smolagents on the APIs.io network.

It defines 2 billable meters.

Tagged areas include AI Agents, Multi-Agent, Python, Code Generation, and LLM.

Category:

AI AgentsMulti-AgentPythonCode GenerationLLMHugging FaceOpen SourceMachine Learning

Framework Alignment

FOCUS Columns

Meters

Inference Compute

Unit: compute-second

Metered cost per inference request computed as hardware-cost-per-second multiplied by request duration in seconds. Reported per model and provider in the Hugging Face Inference Providers usage dashboard.

Hub Storage

Unit: TB/month

Optional storage costs for models, datasets, and Spaces hosted on the Hugging Face Hub. Public repos: $8-12/TB/month; private repos: $12-18/TB/month with volume discounts.