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What's inside a GPU? Cores, streaming multiprocessors and the memory problem
Ali Ahmed
Ali Ahmed
Ali Ahmed
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Nov 5
What's inside a GPU? Cores, streaming multiprocessors and the memory problem
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hardware
#
gpu
#
aiengineering
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3 min read
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Half Your Prefill Compute Can Go to 1% of Requests
Jax Sinclair
Jax Sinclair
Jax Sinclair
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Nov 5
Half Your Prefill Compute Can Go to 1% of Requests
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hardware
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performance
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llm
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gpu
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6 min read
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Can OpenAI Codex run GPU jobs, and how do you set it up?
Viswaretas Kotra
Viswaretas Kotra
Viswaretas Kotra
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Nov 5
Can OpenAI Codex run GPU jobs, and how do you set it up?
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ai
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codex
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mcp
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gpu
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7 min read
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I Gave My Voice Agent a Face, and It Runs Entirely on My Own GPU
Conrad Conklin
Conrad Conklin
Conrad Conklin
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Nov 5
I Gave My Voice Agent a Face, and It Runs Entirely on My Own GPU
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ai
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python
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gpu
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tutorial
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3 min read
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How many GPUs do you need to train an AI model?
Viswaretas Kotra
Viswaretas Kotra
Viswaretas Kotra
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Nov 5
How many GPUs do you need to train an AI model?
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gpu
#
machinelearning
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ai
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pytorch
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8 min read
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Serving Claude Code from DeepInfer on 4x B200: the cache, the tail and the memory ceiling
InferenceKey
InferenceKey
InferenceKey
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InferenceKey
Nov 5
Serving Claude Code from DeepInfer on 4x B200: the cache, the tail and the memory ceiling
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ai
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llm
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gpu
#
devops
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4 min read
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B300 vs B200: what does Blackwell Ultra add for training?
Viswaretas Kotra
Viswaretas Kotra
Viswaretas Kotra
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Nov 5
B300 vs B200: what does Blackwell Ultra add for training?
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nvidia
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gpu
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machinelearning
#
ai
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8 min read
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How do you train on AWS spot instances without losing work?
Viswaretas Kotra
Viswaretas Kotra
Viswaretas Kotra
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Nov 5
How do you train on AWS spot instances without losing work?
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aws
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machinelearning
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mlops
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gpu
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9 min read
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Boosting GPU Performance by Reordering Unstructured Mesh Cells
Aleksy Bohdziul
Aleksy Bohdziul
Aleksy Bohdziul
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u11d
Nov 4
Boosting GPU Performance by Reordering Unstructured Mesh Cells
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gpu
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python
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programming
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6 min read
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Their 42x decode speedup never compiled on my GPU
prodbymarcu
prodbymarcu
prodbymarcu
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Nov 4
Their 42x decode speedup never compiled on my GPU
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discuss
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community
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productivity
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gpu
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5 min read
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Troubleshooting NVIDIA Error XID 62
faliye
faliye
faliye
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Nov 4
Troubleshooting NVIDIA Error XID 62
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gpu
#
nvidia
#
gsp
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xid62
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3 min read
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How much VRAM do you actually need for local LLMs in 2026? (Qwen3.8 27B, 24GB vs 32GB cards)
sheephess9527
sheephess9527
sheephess9527
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Nov 4
How much VRAM do you actually need for local LLMs in 2026? (Qwen3.8 27B, 24GB vs 32GB cards)
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llm
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ai
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gpu
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tutorial
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2 min read
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Does moving a GPU server's request loop into the kernel save CPU?
云微
云微
云微
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Nov 4
Does moving a GPU server's request loop into the kernel save CPU?
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ebpf
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gpu
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kernel
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8 min read
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Seu primeiro handler no RunPod Serverless: teste local antes de gastar um centavo
Nuvem Dev
Nuvem Dev
Nuvem Dev
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Nov 4
Seu primeiro handler no RunPod Serverless: teste local antes de gastar um centavo
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python
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serverless
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ai
#
gpu
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2 min read
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LoRA vs QLoRA: which should you use to fine-tune an LLM?
Viswaretas Kotra
Viswaretas Kotra
Viswaretas Kotra
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Nov 4
LoRA vs QLoRA: which should you use to fine-tune an LLM?
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machinelearning
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llm
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gpu
#
ai
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8 min read
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