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You're Not Paying for Compute. You're Paying for Memory Bandwidth
AI Explore
AI Explore
AI Explore
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Jul 11
You're Not Paying for Compute. You're Paying for Memory Bandwidth
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ai
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llm
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inference
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mlops
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4 min read
Inference Optimization for MiMo v2.5: Mastering Hybrid SWA Efficiency
Tamiz Uddin
Tamiz Uddin
Tamiz Uddin
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Jul 11
Inference Optimization for MiMo v2.5: Mastering Hybrid SWA Efficiency
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ai
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inference
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optimization
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mimo
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2 min read
The KV cache, why LLM inference is memory-bound, not compute-bound
I Want To Learn Programming
I Want To Learn Programming
I Want To Learn Programming
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Jul 4
The KV cache, why LLM inference is memory-bound, not compute-bound
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gpu
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llm
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inference
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performance
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4 min read
Etched hits $5B and $1B in orders: why inference chips matter
Induwara Ashinsana
Induwara Ashinsana
Induwara Ashinsana
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Jul 1
Etched hits $5B and $1B in orders: why inference chips matter
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aihardware
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inference
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cost
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4 min read
Two labs race to make AI write whole paragraphs at once instead of word by word
Breach Protocol
Breach Protocol
Breach Protocol
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Jul 1
Two labs race to make AI write whole paragraphs at once instead of word by word
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diffusion
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openweight
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google
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inference
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3 min read
KV Cache Is Eating Your VRAM — Here's How to Estimate It Before You Run Out
zxpmail
zxpmail
zxpmail
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Jun 28
KV Cache Is Eating Your VRAM — Here's How to Estimate It Before You Run Out
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llm
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inference
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engineering
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ai
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6 min read
I Benchmarked Speculative Decoding — a = 3.5 Wasn't Enough
zxpmail
zxpmail
zxpmail
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Jun 28
I Benchmarked Speculative Decoding — a = 3.5 Wasn't Enough
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llm
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engineering
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ai
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7 min read
96% of cuBLAS, no `unsafe`: what cuTile Rust proves
Creeta
Creeta
Creeta
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Jun 26
96% of cuBLAS, no `unsafe`: what cuTile Rust proves
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cutile
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rust
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gpu
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inference
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8 min read
Extract Structured JSON from Messy Text with Telnyx AI Inference
Sonam
Sonam
Sonam
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Jun 26
Extract Structured JSON from Messy Text with Telnyx AI Inference
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telnyx
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json
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2 min read
Chạy LLM trên iGPU: Giới hạn VRAM của Intel Arc và Radeon 780M
Review Laptop
Review Laptop
Review Laptop
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Jun 21
Chạy LLM trên iGPU: Giới hạn VRAM của Intel Arc và Radeon 780M
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llama3
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ollama
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inference
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3 min read
Lossless, But Not Free: The Lossless, But Not Free — When Speculative Decoding Actually Pays Off (and When It Doesn't)
zxpmail
zxpmail
zxpmail
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Jun 28
Lossless, But Not Free: The Lossless, But Not Free — When Speculative Decoding Actually Pays Off (and When It Doesn't)
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ai
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llm
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inference
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engineering
2
 reactions
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6 min read
How to Build a Secure Homelab for LLM Inference
Jay Grider
Jay Grider
Jay Grider
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Jun 12
How to Build a Secure Homelab for LLM Inference
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homelab
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llmsecurity
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inference
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supplychain
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4 min read
Google's DiffusionGemma Generates Text Sideways
Peremptory
Peremptory
Peremptory
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Jun 11
Google's DiffusionGemma Generates Text Sideways
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modelrelease
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architecture
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opensource
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inference
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3 min read
Sipp: a local-first runtime for Hybrid AI Applications
Constant, Yuan Chen
Constant, Yuan Chen
Constant, Yuan Chen
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Jun 24
Sipp: a local-first runtime for Hybrid AI Applications
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inference
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ai
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localai
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llm
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11 min read
Speculative decoding: when and why it actually speeds up inference
Tech_Nuggets
Tech_Nuggets
Tech_Nuggets
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Jun 5
Speculative decoding: when and why it actually speeds up inference
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llm
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9 min read
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