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I Tried Speculative Decoding on RTX 4060 8GB — Every Config Was Slower Than Baseline
plasmon
plasmon
plasmon
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Mar 25
I Tried Speculative Decoding on RTX 4060 8GB — Every Config Was Slower Than Baseline
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llm
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gpu
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benchmark
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ai
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8 min read
Local LLM Security Criticals, Rust on GPU, & Deep Dive into PTX Optimization
soy
soy
soy
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Mar 24
Local LLM Security Criticals, Rust on GPU, & Deep Dive into PTX Optimization
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gpu
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ai
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performance
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3 min read
Building a Cost-Effective Local AI Server in 2026: Proxmox, PCIe Passthrough, and Surviving the GPU Shortage
GA HANG LAM
GA HANG LAM
GA HANG LAM
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Mar 24
Building a Cost-Effective Local AI Server in 2026: Proxmox, PCIe Passthrough, and Surviving the GPU Shortage
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4 min read
Introducing vMetal: Run Your GPU Data Center Like a Hyperscaler
vCluster
vCluster
vCluster
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Mar 23
Introducing vMetal: Run Your GPU Data Center Like a Hyperscaler
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vcluster
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vmetal
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gpu
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kubernetes
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4 min read
I Rented Out My GPU for Passive Income — Here’s What Happened After My First Week
Sam Hartley
Sam Hartley
Sam Hartley
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Mar 21
I Rented Out My GPU for Passive Income — Here’s What Happened After My First Week
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gpu
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passiveincome
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ai
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selfhosted
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4 min read
Running a 4-Agent AI Fleet on a Single NVIDIA RTX 3060 Ti
ppcvote
ppcvote
ppcvote
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Mar 20
Running a 4-Agent AI Fleet on a Single NVIDIA RTX 3060 Ti
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nvidia
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gpu
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rtx3060ti
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ollama
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6 min read
Scaling multi-node GPU data pipelines using Dask on Kubernetes
beefed.ai
beefed.ai
beefed.ai
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Mar 19
Scaling multi-node GPU data pipelines using Dask on Kubernetes
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dataengineering
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gpu
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10 min read
Unleash Large AI Models: Extend GPU VRAM with System RAM (Nvidia Greenboost)
Umair Bilal
Umair Bilal
Umair Bilal
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Mar 19
Unleash Large AI Models: Extend GPU VRAM with System RAM (Nvidia Greenboost)
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nvidia
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vram
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ai
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17 min read
Running Qwen2.5-32B on RTX 4060 8GB — Beating M4 at 10.8 t/s with llama.cpp
plasmon
plasmon
plasmon
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Mar 22
Running Qwen2.5-32B on RTX 4060 8GB — Beating M4 at 10.8 t/s with llama.cpp
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llm
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gpu
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ai
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7 min read
NVIDIA GTC 2026: What Vera Rubin and the Groq Partnership Mean for Your Inference Stack
Skila AI
Skila AI
Skila AI
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Mar 16
NVIDIA GTC 2026: What Vera Rubin and the Groq Partnership Mean for Your Inference Stack
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nvidia
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ai
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machinelearning
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gpu
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3 min read
Best GPU Rental for AI Training in India
Dev Yadav
Dev Yadav
Dev Yadav
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Mar 19
Best GPU Rental for AI Training in India
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ai
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machinelearning
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gpu
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llm
3
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2 min read
EVAL #005: GPU Cloud Showdown — Lambda Labs vs CoreWeave vs RunPod vs Vast.ai vs Modal vs AWS/GCP/Azure
Ultra Dune
Ultra Dune
Ultra Dune
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Mar 16
EVAL #005: GPU Cloud Showdown — Lambda Labs vs CoreWeave vs RunPod vs Vast.ai vs Modal vs AWS/GCP/Azure
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ai
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cloud
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gpu
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machinelearning
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8 min read
Why Most AI Infrastructure Fails in Production
Dinesh Gopalan
Dinesh Gopalan
Dinesh Gopalan
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Mar 11
Why Most AI Infrastructure Fails in Production
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ai
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gpu
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infrastructure
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distributedsystems
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3 min read
Migrating from DAS to DRA in OpenShift: The Pragmatic Guide
Tosin Akinosho
Tosin Akinosho
Tosin Akinosho
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Mar 11
Migrating from DAS to DRA in OpenShift: The Pragmatic Guide
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kubernetes
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devops
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gpu
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openshift
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5 min read
AutoKernel: Autoresearch for GPU Kernels!
Mariano Gobea Alcoba
Mariano Gobea Alcoba
Mariano Gobea Alcoba
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Mar 11
AutoKernel: Autoresearch for GPU Kernels!
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gpu
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kernels
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6 min read
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