Use Cases

Discover how Machine.dev's GPU-powered runners enable advanced AI and machine learning workflows.

Conversational AI Training

Quickly build specialized chatbots with supervised fine-tuning on conversational data. Train models like Llama 3.2 efficiently using LoRA optimizations and push directly to Hugging Face.

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Parallel Hyperparameter Tuning

Accelerate model optimization by tuning multiple hyperparameter combinations simultaneously. Discover optimal configurations faster with parallel GPU-powered training jobs.

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Batch Object Detection

Process thousands of images with GPU-accelerated object detection. Automatically identify, annotate, and catalog objects with high precision and lightning-fast speed.

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LLM Benchmark Arena

Compare language models head-to-head across multiple benchmarks. Generate comprehensive performance visualizations to identify the best model for your specific use case.

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GRPO Fine-tuning

Enhance small language models with powerful reasoning capabilities using Group Relative Policy Optimization. Leverage spot-priced GPUs for cost-effective training that automatically handles interruptions.

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Build Your Own GPU Workflow

Start creating powerful GPU-accelerated workflows with Machine.dev today.

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