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Saltorious

Aug 13

what a turn actually costs me

#engineering #inference #localmodels

2 min read

Aug 13

LLM Inference Optimization: From Quantization to Speculative Decoding

#llm #inference #quantization #optimization

2 min read

Peremptory

Aug 12

AMD's Move on Weight Storage: The Taalas Bet

#amd #compute #inference #aiinfrastructure

2 min read

Peremptory

Aug 11

AMD Bets Weight Storage Is the Real Bottleneck

#amd #hardware #aiinfrastructure #inference

2 min read

Aug 11

vLLM reinvented the operating system, and nobody told you

#systemdesign #llm #inference #operatingsystems

12 min read

AI Explore

Jul 11

You're Not Paying for Compute. You're Paying for Memory Bandwidth

#ai #llm #inference #mlops

4 min read

Jul 11

Inference Optimization for MiMo v2.5: Mastering Hybrid SWA Efficiency

#ai #inference #optimization #mimo

2 min read

Reno Lu

Jul 20

local-llm: A Field Report on Running SOTA Models on Your Own Hardware

#localllm #gpu #selfhosting #inference

3 min read

I Want To Learn Programming

Jul 4

The KV cache, why LLM inference is memory-bound, not compute-bound

#gpu #llm #inference #performance

4 min read

Induwara Ashinsana

Jul 1

Etched hits $5B and $1B in orders: why inference chips matter

#aihardware #inference #cost

4 min read

Breach Protocol

Jul 1

Two labs race to make AI write whole paragraphs at once instead of word by word

#diffusion #openweight #google #inference

3 min read

Creeta

Jun 26

96% of cuBLAS, no `unsafe`: what cuTile Rust proves

#cutile #rust #gpu #inference

8 min read

Sonam

Jun 26

Extract Structured JSON from Messy Text with Telnyx AI Inference

#ai #inference #telnyx #json

2 min read

Jun 21

Chạy LLM trên iGPU: Giới hạn VRAM của Intel Arc và Radeon 780M

#llama3 #llm #ollama #inference

3 min read

Jay Grider

Jun 12

How to Build a Secure Homelab for LLM Inference

#homelab #llmsecurity #inference #supplychain

4 min read

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