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Ming-3.0-tts on a 16 GB card: the GPU sat mostly idle, and why a bigger one barely helps
InferenceKey
InferenceKey
InferenceKey
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InferenceKey
Nov 7
Ming-3.0-tts on a 16 GB card: the GPU sat mostly idle, and why a bigger one barely helps
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ai
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machinelearning
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python
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gpu
1
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4 min read
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I had an AI agent port Karpathy's GPT-2 trainer from CUDA to SYCL, and made it prove every step
Checo Cadena
Checo Cadena
Checo Cadena
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Nov 6
I had an AI agent port Karpathy's GPT-2 trainer from CUDA to SYCL, and made it prove every step
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cuda
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gpu
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ai
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opensource
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4 min read
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H100 vs H200: which GPU should you use for LLM training?
Viswaretas Kotra
Viswaretas Kotra
Viswaretas Kotra
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Nov 7
H100 vs H200: which GPU should you use for LLM training?
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gpu
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machinelearning
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ai
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nvidia
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8 min read
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Pipeline vs Tensor Parallelism: The Bubble Is a Budget Line
gxqwb
gxqwb
gxqwb
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Nov 6
Pipeline vs Tensor Parallelism: The Bubble Is a Budget Line
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ai
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distributedsystems
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performance
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gpu
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5 min read
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What is an MCP server, and how can it give agents GPUs?
Viswaretas Kotra
Viswaretas Kotra
Viswaretas Kotra
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Nov 6
What is an MCP server, and how can it give agents GPUs?
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mcp
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ai
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gpu
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claude
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7 min read
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How does Modal pricing work for training and fine-tuning?
Viswaretas Kotra
Viswaretas Kotra
Viswaretas Kotra
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Nov 6
How does Modal pricing work for training and fine-tuning?
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modal
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pricing
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machinelearning
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gpu
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8 min read
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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
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gpu
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aiengineering
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3 min read
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How Do You Tell Whether a Unity Stutter Is From GPU Shader Cost, Bandwidth, or Thread Blocking?
GameOptim
GameOptim
GameOptim
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Nov 6
How Do You Tell Whether a Unity Stutter Is From GPU Shader Cost, Bandwidth, or Thread Blocking?
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unity3d
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gpu
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performance
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gamedev
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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
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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
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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
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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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