ResearchOct 18, 2023
Demystifying VRAM Requirements for Large Language Models
Understanding the memory bandwidth bottlenecks when deploying parameter-heavy models on consumer-grade hardware.
Blog & Resources
Editorial insights, engineering deep dives, and product updates from the forefront of decentralized compute.
EngineeringOct 24, 2023
Optimizing GPU Allocation for Distributed Machine Learning Workloads
A comprehensive technical breakdown of how the GigStake protocol dynamically routes tensor operations across heterogeneous node clusters to maximize throughput and minimize latency.
Product UpdatesOct 12, 2023
GigStake Q3 Product Update: Advanced Telemetry
Introducing real-time node diagnostics and predictive thermal throttling alerts for host operators.
CommunityOct 05, 2023
Building a Resilient Node Network: Lessons from Top Hosts
Interviews with our highest-uptime providers on infrastructure setup, power redundancy, and maintenance scheduling.
EngineeringSep 28, 2023
Understanding Modern GPU Architecture for Distributed Tasks
A deep dive into tensor cores, memory buses, and how different chiplet designs impact rendering vs. training workloads.
SecuritySep 20, 2023
Security Best Practices for Independent GPU Hosts
Isolating execution environments, managing network policies, and ensuring data privacy for client workloads.
Product UpdatesSep 15, 2023
Introducing GigStake Compute Pools
Aggregate lower-tier GPUs into unified virtual clusters to tackle massive jobs and earn higher composite yields.
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