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Certified kernels, guaranteed at install time
Hocine Benkelaya
Hocine Benkelaya
Hocine Benkelaya
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Nov 12
Certified kernels, guaranteed at install time
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opensource
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machinelearning
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python
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gpu
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2 min read
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A100, H100, H200, B200, B300: which GPU should you pick?
Viswaretas Kotra
Viswaretas Kotra
Viswaretas Kotra
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Nov 12
A100, H100, H200, B200, B300: which GPU should you pick?
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gpu
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machinelearning
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nvidia
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ai
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8 min read
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Serving Groot-19B-A3B at 256K on one RTX 5090: the memory budget and the thinking trap
InferenceKey
InferenceKey
InferenceKey
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InferenceKey
Nov 12
Serving Groot-19B-A3B at 256K on one RTX 5090: the memory budget and the thinking trap
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ai
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llm
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gpu
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selfhosted
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5 min read
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Nvidia lost $600B in 4 days, then its CEO resigned
frank chu
frank chu
frank chu
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Nov 12
Nvidia lost $600B in 4 days, then its CEO resigned
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discuss
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ai
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nvidia
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gpu
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4 min read
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Local coding LLM on a 24GB GPU: Qwen2.5-Coder 32B vs Qwen3-Coder 30B-A3B (it's all about context)
sheephess9527
sheephess9527
sheephess9527
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Nov 12
Local coding LLM on a 24GB GPU: Qwen2.5-Coder 32B vs Qwen3-Coder 30B-A3B (it's all about context)
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llm
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ai
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programming
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gpu
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2 min read
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Continuous Batching: Why Your GPU Waits for the Slowest Request
Satsawat Natakarnkitkul
Satsawat Natakarnkitkul
Satsawat Natakarnkitkul
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Nov 11
Continuous Batching: Why Your GPU Waits for the Slowest Request
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llm
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machinelearning
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performance
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gpu
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7 min read
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B200 vs H200: which is the better GPU for LLM work?
Viswaretas Kotra
Viswaretas Kotra
Viswaretas Kotra
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Nov 11
B200 vs H200: which is the better GPU for LLM work?
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gpu
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ai
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machinelearning
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nvidia
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9 min read
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What are the best Paperspace alternatives in 2026?
Viswaretas Kotra
Viswaretas Kotra
Viswaretas Kotra
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Nov 11
What are the best Paperspace alternatives in 2026?
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gpu
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machinelearning
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cloud
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ai
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8 min read
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Tell Me Your tok/s and I'll Tell You What Your GPU Actually Delivers
Jax Sinclair
Jax Sinclair
Jax Sinclair
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Nov 11
Tell Me Your tok/s and I'll Tell You What Your GPU Actually Delivers
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llm
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hardware
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performance
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gpu
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4 min read
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Parsing a whole PDF in one request with Unlimited OCR 2: the crop_mode setting and a silent cut
InferenceKey
InferenceKey
InferenceKey
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InferenceKey
Nov 11
Parsing a whole PDF in one request with Unlimited OCR 2: the crop_mode setting and a silent cut
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ai
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machinelearning
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python
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gpu
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4 min read
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Five-Axis Framework for Comparing AI Inference Chips
Dr. Agentic
Dr. Agentic
Dr. Agentic
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Nov 11
Five-Axis Framework for Comparing AI Inference Chips
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ai
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machinelearning
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gpu
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inference
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13 min read
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Why does my PyTorch DataLoader fail when a worker touches CUDA?
CloudGPU
CloudGPU
CloudGPU
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Nov 11
Why does my PyTorch DataLoader fail when a worker touches CUDA?
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pytorch
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python
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gpu
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machinelearning
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2 min read
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Nemotron 3.5 Transcribe on one 32 GB Blackwell card: the prompt is your API, so test it
InferenceKey
InferenceKey
InferenceKey
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InferenceKey
Nov 10
Nemotron 3.5 Transcribe on one 32 GB Blackwell card: the prompt is your API, so test it
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ai
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machinelearning
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gpu
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python
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5 min read
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B200 vs H100: how much faster is Blackwell for training?
Viswaretas Kotra
Viswaretas Kotra
Viswaretas Kotra
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Nov 10
B200 vs H100: how much faster is Blackwell for training?
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gpu
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machinelearning
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nvidia
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ai
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9 min read
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LoRA on spot RTX 4090s: what happens when the host dies mid-run.
Andy White
Andy White
Andy White
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Nov 10
LoRA on spot RTX 4090s: what happens when the host dies mid-run.
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machinelearning
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gpu
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llm
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4 min read
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