Inference Optimization, VRAM Calculation, Performance Tuning, Resource Management

Why Multimodal AI Broke the Data Pipeline — And How Daft Is Beating Ray and Spark to Fix It
hackernoon.com·19h
LLM Optimization
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My First Multi-GPU Kernel: Writing All-to-All for AMD MI300X
gau-nernst.github.io·23h·
Discuss: Hacker News
LLM Optimization
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Relation-Aware Bayesian Optimization of DBMS Configurations Guided by Affinity Scores
arxiv.org·20h
LLM Optimization
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Gated DeltaNet (Linear Attention variant in Qwen3-Next and Kimi Linear)
sebastianraschka.com·21h·
Discuss: r/LLM
LLM Optimization
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Enhanced Richardson Extrapolation via Adaptive Kernel Regression and Uncertainty Quantification
dev.to·11h·
Discuss: DEV
LLM Optimization
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A Thesis and Playbook for Edge AI
ondeviceguy.substack.com·14h·
Discuss: Substack
LLM Optimization
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How fast can an LLM go?
fergusfinn.com·4d·
Discuss: Hacker News
LLM Optimization
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A hitchhiker's guide to CUDA programming
seanzhang.me·4d·
Discuss: Hacker News
LLM Optimization
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Unlocking AI Potential: Squeezing Giant Models into Tiny Spaces
dev.to·1d·
Discuss: DEV
LLM Optimization
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Where to Buy or Rent GPUs for LLM Inference: The 2026 GPU Procurement Guide
bentoml.com·3d·
Discuss: Hacker News
LLM Optimization
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[R] We were wrong about SNNs. The bo.ttleneck isn't binary/sparsity, it's frequency.
reddit.com·15h·
LLM Optimization
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Kimi Linear: An Expressive, Efficient Attention Architecture
arxiviq.substack.com·2d·
Discuss: Substack
LLM Optimization
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Writing an LLM from scratch, part 26 – evaluating the fine-tuned model
gilesthomas.com·5h·
Discuss: Hacker News
LLM Optimization
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From Classical Models to AI: Forecasting Humidity for Energy and Water Efficiency in Data Centers
towardsdatascience.com·1d
LLM Optimization
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How to access and use Minimax M2 API
dev.to·19h·
Discuss: DEV
LLM Optimization
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Scaling Coding-Agent RL to 32x H100s. 160% Improvement on Stanford's TBench
github.com·12h·
LLM Optimization
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Machine Scheduler in LLVM – Part II
myhsu.xyz·1d·
LLM Optimization
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Essential Things to Know Before Upgrading Your Computer Memory
buysellram.com·8h·
Discuss: Hacker News
🗄️SQLite
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Small Vs. Large Language Models
semiengineering.com·16h·
Discuss: Hacker News, r/LLM
LLM Optimization
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We found embedding indexing bottleneck in the least expected place: JSON parsing
nixiesearch.substack.com·8h·
Discuss: Substack
LLM Optimization
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