fine-tuning

Babin Machine Sales is a central Pennsylvania enterprise specializing in precision toolroom lathes, best known for its TML-5C series toolmaker lathe, a Hardinge HLV-H clone. Each lathe is individually qualified at their Pennsylvania facility using 60+ years of Hardinge rebuilding experience, involving checking, adjusting, fitting, hand scraping, and aligning every part. The company traces its start to 1959 and is affiliated with parent company Babin Machine Tool.

aligninghand-scrapinglathe qualificationprecision metrologyquality control inspectionrebuilding Bridgeport machinesrebuilding Hardinge machines

Cirrascale Cloud Services is an expert neocloud delivering cloud and managed services for Private AI, generative AI, large language models, and high-performance computing. Its AI Innovation Cloud and Inference Platform support training, fine-tuning, and inference workloads across NVIDIA, AMD, Qualcomm, and Tenstorrent accelerators, with flat-rate billing and no ingress or egress fees.

accelerator selectionAI trainingcloud computinghigh-bandwidth low-latency networkinginferenceManaged Servicesmodel routingmulti-GPU server and storage solutions

Crusoe describes itself as the AI factory company, designing, building, and operating infrastructure for artificial intelligence. It offers Crusoe Cloud, an AI cloud platform with NVIDIA and AMD GPUs, managed Kubernetes and Slurm, serverless fine-tuning, and managed inference, plus modular Crusoe Spark data centers and an energy-first approach using wind, solar, hydropower, geothermal, natural gas, and carbon capture.

AI cloud computingData center design and constructionenergy generationliquid coolingmodel inferencemodel training

Cumulus Labs builds the compute, model runtime, and application infrastructure a business needs to own its AI. Its platform includes Paladin for GPU capacity and orchestration, Ion for model inference and GPU kernels, and Talos for agents, routing, evaluation, and fine-tuning. Customers can adopt each product independently or connect the full stack, deploying on Cumulus GPUs or their own infrastructure.

agent executionevaluationGPU orchestrationmemory managementmodel inferencemodel-specific kernelsmodel swappingworkload placement and rebalancing

Digital Divide Data (DDD) delivers end-to-end ML data operations and training data solutions for large language models and computer vision systems, combining human expertise with advanced workflows. It serves Fortune 500 enterprises and global innovators in Physical AI, Generative AI, and Data Services, providing human-in-the-loop data annotation, validation, and evaluation.

3D LiDAR annotationdata collectiondata curationData engineeringdata orchestrationdata validationdata visualizationhuman preference optimizationimage annotationmodel evaluationmultilingual NLPmultisensor fusionOCR and conversionsensor data annotationspeech/audio annotationtext annotationtranscriptiontranslationvideo annotation