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.
Explore templateParallel Hyperparameter Tuning
Accelerate model optimization by tuning multiple hyperparameter combinations simultaneously. Discover optimal configurations faster with parallel GPU-powered training jobs.
Explore templateBatch Object Detection
Process thousands of images with GPU-accelerated object detection. Automatically identify, annotate, and catalog objects with high precision and lightning-fast speed.
Explore templateLLM 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.
Explore templateGRPO 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.
Explore templateBuild Your Own GPU Workflow
Start creating powerful GPU-accelerated workflows with Machine.dev today.
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