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RTX 3090 vs A100 for a 7B model on vLLM: the cheaper GPU depends on your answer time
Qaiser Mehdi
Qaiser Mehdi
Qaiser Mehdi
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Nov 1
RTX 3090 vs A100 for a 7B model on vLLM: the cheaper GPU depends on your answer time
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llm
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2 min read
Serving a 1B math model on vLLM: the memory cap sets how many answers fit, not how fast
InferenceKey
InferenceKey
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Nov 1
Serving a 1B math model on vLLM: the memory cap sets how many answers fit, not how fast
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ai
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llm
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4 min read
ΠΠ°ΠΊ Ρ Π²ΠΏΠΈΡ ΠΈΠ²Π°Π» ΡΡΠΈ ΠΌΠΎΠ΄Π΅Π»ΠΈ Π² 6 ΠΠ Π²ΠΈΠ΄Π΅ΠΎΠΏΠ°ΠΌΡΡΠΈ
Alexey
Alexey
Alexey
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Oct 31
ΠΠ°ΠΊ Ρ Π²ΠΏΠΈΡ ΠΈΠ²Π°Π» ΡΡΠΈ ΠΌΠΎΠ΄Π΅Π»ΠΈ Π² 6 ΠΠ Π²ΠΈΠ΄Π΅ΠΎΠΏΠ°ΠΌΡΡΠΈ
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python
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machinelearning
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llm
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gpu
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2 min read
LM Studio vs Ollama on an RTX 5080: The Settings Matter More Than the Wrapper
LK Wood IV
LK Wood IV
LK Wood IV
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Oct 31
LM Studio vs Ollama on an RTX 5080: The Settings Matter More Than the Wrapper
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localai
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llm
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5 min read
How I squeezed three models into 6 GB of VRAM
Alexey
Alexey
Alexey
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Oct 31
How I squeezed three models into 6 GB of VRAM
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python
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llm
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gpu
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6 min read
Fitting Flint's coding agent on a 24 GB RTX 4090: context is the knob that decides
InferenceKey
InferenceKey
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Oct 31
Fitting Flint's coding agent on a 24 GB RTX 4090: context is the knob that decides
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ai
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llm
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5 min read
When Java 27 Removed JVMCI, TornadoVM Built Its Own Compiler
jamilxt
jamilxt
jamilxt
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Oct 31
When Java 27 Removed JVMCI, TornadoVM Built Its Own Compiler
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compilers
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8 min read
GPU Info Processing Caused Performance Regression: Root Cause Identified and Resolved
Sergey Boyarchuk
Sergey Boyarchuk
Sergey Boyarchuk
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Oct 31
GPU Info Processing Caused Performance Regression: Root Cause Identified and Resolved
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gpu
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performance
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regression
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optimization
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11 min read
TensorRT Was Fast. My 1080p RTSP Pipeline Wasn't.
Igor
Igor
Igor
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Oct 30
TensorRT Was Fast. My 1080p RTSP Pipeline Wasn't.
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computervision
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cuda
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5 min read
DePIN GPU Bubble Bursts: Render, Akash Utilization Slide Below 40% as Hyperscaler Prices Collapse
Fin Pulse
Fin Pulse
Fin Pulse
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Oct 30
DePIN GPU Bubble Bursts: Render, Akash Utilization Slide Below 40% as Hyperscaler Prices Collapse
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depin
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render
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akash
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4 min read
Running neural networks in a Unity editor tool with compute shaders
Raphael TAN
Raphael TAN
Raphael TAN
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Oct 29
Running neural networks in a Unity editor tool with compute shaders
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unity3d
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gamedev
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8 min read
The big clouds charge a median 3.2x the cheapest GPU rate: 18 GPUs compared
FastGPU
FastGPU
FastGPU
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Oct 29
The big clouds charge a median 3.2x the cheapest GPU rate: 18 GPUs compared
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gpu
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aws
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5 min read
Real-CUGAN on Linux vs Windows: same flags, two NVIDIA GPUs, SSIM 0.9977
Rodion Kazennov
Rodion Kazennov
Rodion Kazennov
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Oct 29
Real-CUGAN on Linux vs Windows: same flags, two NVIDIA GPUs, SSIM 0.9977
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4 min read
Nemotron 3.5 Bolt on one GPU: what the 24 GB covers, the drafter flag and the llama.cpp trap
InferenceKey
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Oct 29
Nemotron 3.5 Bolt on one GPU: what the 24 GB covers, the drafter flag and the llama.cpp trap
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ai
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gpu
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opensource
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5 min read
torch.compile vs eager for training a 468M Llama-style model on four GPUs: step time, memory and compile cost
Runcrate
Runcrate
Runcrate
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Oct 29
torch.compile vs eager for training a 468M Llama-style model on four GPUs: step time, memory and compile cost
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pytorch
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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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