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One Request, End to End: Tokenize, Prefill, Decode, Stream

One Request, End to End: Tokenize, Prefill, Decode, Stream

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12 min read
How DeepInfer Slashed Latency by 2.4 and Cut Costs by 45% – The Future of AI on Edge

How DeepInfer Slashed Latency by 2.4 and Cut Costs by 45% – The Future of AI on Edge

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5 min read
DeepSeek Open-Sources DeepInfer, Its Production Inference Engine

DeepSeek Open-Sources DeepInfer, Its Production Inference Engine

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2 min read
DeepInfer vs vLLM: DeepSeek's New Engine Is Not a Drop-In Replacement

DeepInfer vs vLLM: DeepSeek's New Engine Is Not a Drop-In Replacement

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7 min read
Can two Mac Studios really run an 816B model? A bandwidth roofline check on Muse Spark Open

Can two Mac Studios really run an 816B model? A bandwidth roofline check on Muse Spark Open

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12 min read
Why LLM Inference Engines Are Fast: Continuous Batching, PagedAttention and Prefix Caching Explained with vLLM

Why LLM Inference Engines Are Fast: Continuous Batching, PagedAttention and Prefix Caching Explained with vLLM

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7 min read
Strata runs a 125B model on a 12 GB gaming GPU by leaning on system RAM, and the README spells out the cost

Strata runs a 125B model on a 12 GB gaming GPU by leaning on system RAM, and the README spells out the cost

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3 min read
Ling-3.1-flash and the 7:1 hybrid: how much KV cache does a 560B model need at 1M tokens?

Ling-3.1-flash and the 7:1 hybrid: how much KV cache does a 560B model need at 1M tokens?

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10 min read
Technical Analysis of DeepSeek V4.1 Flash 1017!

Technical Analysis of DeepSeek V4.1 Flash 1017!

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5 min read
Tenstorrent raises $1,5 billion and doubles its value

Tenstorrent raises $1,5 billion and doubles its value

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1 min read
The Rounding Error That Stops the Machine

The Rounding Error That Stops the Machine

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5 min read
AI agents designed the chip that runs their inference

AI agents designed the chip that runs their inference

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4 min read
Magnitude: The Apache-2.0 Inference Engine That Claims 2x Faster Than llama.cpp

Magnitude: The Apache-2.0 Inference Engine That Claims 2x Faster Than llama.cpp

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5 min read
I put the 381 tok/s Qwen stack on one RTX 3090, real chat does 118 and the headline mode crashes

I put the 381 tok/s Qwen stack on one RTX 3090, real chat does 118 and the headline mode crashes

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5 min read
I read a CUDA inference engine's symbols with Ghidra, then made it 12% faster on my 3090

I read a CUDA inference engine's symbols with Ghidra, then made it 12% faster on my 3090

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5 min read
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