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Amazon SageMaker

Managed ML platform.

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More in Training & Fine-Tuning

Unsloth

Faster, lower-memory fine-tuning of LLMs.

Axolotl

Streamlined tool for fine-tuning many LLM architectures.

LLaMA-Factory

Unified fine-tuning of 100+ LLMs with a web UI.

Hugging Face PEFT

Parameter-efficient fine-tuning methods.

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CategoryTraining & Fine-Tuning
AuthenticationAPI key
PricingPaid
Websitehttps://aws.amazon.com/sagemaker/
Docshttps://docs.aws.amazon.com/sagemaker/
Last checked2026-10-14
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