This is a repackaged open source software product wherein additional charges apply for custom operational agents. Includes GPU utilization tracking, model health checks, automatic restart on failure, and memory alerts. Run AI inference workloads with built-in observability.
GigaOps GPU Monitor delivers a ready-to-run DeepSeek-R1 deployment with integrated AI workload monitoring built by Gigabits. It provides the operational layer that bare AI model servers lack.
Key Features:
GPU Utilization Tracking: Real-time GPU load, memory, temperature, and throughput metrics via local dashboard.
Model Health Checks: Periodic inference validation to confirm the model responds correctly.
Auto-Restart: Detects unresponsive model processes and restarts them with configurable cooldown.
Memory Alerts: Notifications when GPU or system memory exceeds safe thresholds.
Resource Dashboard: Unified view of GPU, CPU, memory, and disk for the AI workload.
One-Command Diagnostics: Run gigaops ai-report for model and infrastructure health summary.
Ideal For: Teams running DeepSeek-R1 for AI inference who need GPU monitoring and automatic recovery without a full MLOps stack.
Highlights
GPU utilization tracking for DeepSeek-R1 with Open WebUI. Real-time monitoring of GPU load, memory, temperature, and inference throughput via local dashboard.
Model health checks validate DeepSeek-R1 responds correctly. Auto-restart detects unresponsive processes and recovers them with configurable cooldown. Memory alerts prevent OOM failures.
DeepSeek-R1 AI model with Open WebUI deployed and ready for inference. GPU, CPU, and memory unified dashboard. Run gigaops ai-report for complete model and infrastructure health.
AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
If you are an AWS Free Tier customer with a free plan, you are eligible to subscribe to this offer. You can use free credits to cover the cost of eligible AWS infrastructure. See AWS Free Tier for more details. If you created an AWS account before July 15th, 2025, and qualify for the Legacy AWS Free Tier, Amazon EC2 charges for Micro instances are free for up to 750 hours per month. See Legacy AWS Free Tier for more details.
You pay by the hour for the software running on your chosen Amazon EC2 instance. Each dimension maps to a specific EC2 instance type, so your rate depends on the hardware you select. Options span general-purpose (m, t), compute-optimized (c), memory-optimized (r, x, z), storage-optimized (d, i), and GPU or accelerator families (g, p, inf, trn, vt, dl). Larger instance sizes carry higher hourly rates because they provide more compute, memory, or GPU capacity. You are billed only for the hours you run, with no upfront commitment.
Top-of-mind questions for buyers
What does one hour of billing represent for my chosen instance?
One billed hour equals one hour of running the software on a single EC2 instance of your selected type. The rate is tied to that specific instance type. Running more instances multiplies the charge. Partial hours are metered based on actual running time.
Am I charged when my instance is stopped or paused?
Software charges apply only while the instance runs. A stopped instance stops accruing hourly software fees. You may still pay separate AWS fees for attached storage on a stopped instance, but the software meter tracks running hours only.
How do I choose between the many instance types offered?
Your rate depends on the instance family and size you pick. General-purpose (m, t), compute-optimized (c), memory-optimized (r, x, z), storage-optimized (d, i), and GPU or accelerator families (g, p, inf, trn) each fit different workloads. Match the instance to your DeepSeek-R1 performance needs.
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Vendor refund policy
The instance can be terminated at anytime to stop incurring charges. No refund available.
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An AMI is a virtual image that provides the information required to launch an instance. Amazon EC2 (Elastic Compute Cloud) instances are virtual servers on which you can run your applications and workloads, offering varying combinations of CPU, memory, storage, and networking resources. You can launch as many instances from as many different AMIs as you need.
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
This is a repackaged software product wherein additional charges apply for a pre-hardened, SI Core STIG Hardened image and seller support. DeepSeek-R1 with Open WebUI is a powerful Amazon Machine Image (AMI) designed for advanced web data extraction and analysis. Built to seamlessly integrate with the EC2 cloud, it allows users to leverage a robust framework for developing and deploying web scraping applications. Featuring an intuitive Ideal for data scientists and developers, DeepSeek-R1 is well-suited for use cases ranging from competitive analysis and market research to academic studies and machine learning model training. DeepSeek R1 with Open WebUI is an open-source AI model offering advanced reasoning capabilities, comparable to OpenAI's GPT series.
This is a repackaged open source software product wherein additional charges apply for custom operational agents. Includes GPU and memory alerts, model serve health checks, automatic restart on failure, and resource tracking. Run AI inference with built-in reliability.
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