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One Request, End to End: Tokenize, Prefill, Decode, Stream
Sachin Kr. Rajput
Sachin Kr. Rajput
Sachin Kr. Rajput
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Oct 22
One Request, End to End: Tokenize, Prefill, Decode, Stream
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llm
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machinelearning
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inference
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performance
2
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1
 comment
12 min read
How DeepInfer Slashed Latency by 2.4 and Cut Costs by 45% – The Future of AI on Edge
amrit
amrit
amrit
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Oct 21
How DeepInfer Slashed Latency by 2.4 and Cut Costs by 45% – The Future of AI on Edge
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ai
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inference
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deeplearning
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5 min read
DeepSeek Open-Sources DeepInfer, Its Production Inference Engine
TechPulse
TechPulse
TechPulse
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Oct 21
DeepSeek Open-Sources DeepInfer, Its Production Inference Engine
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deepseek
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ai
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inference
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opensource
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2 min read
DeepInfer vs vLLM: DeepSeek's New Engine Is Not a Drop-In Replacement
jamilxt
jamilxt
jamilxt
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Oct 20
DeepInfer vs vLLM: DeepSeek's New Engine Is Not a Drop-In Replacement
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ai
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inference
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devtools
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programming
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7 min read
Can two Mac Studios really run an 816B model? A bandwidth roofline check on Muse Spark Open
ai maya
ai maya
ai maya
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Oct 20
Can two Mac Studios really run an 816B model? A bandwidth roofline check on Muse Spark Open
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ai
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machinelearning
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llm
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inference
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12 min read
Why LLM Inference Engines Are Fast: Continuous Batching, PagedAttention and Prefix Caching Explained with vLLM
EME GUG
EME GUG
EME GUG
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Oct 20
Why LLM Inference Engines Are Fast: Continuous Batching, PagedAttention and Prefix Caching Explained with vLLM
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llm
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vllm
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inference
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performance
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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
Reno Lu
Reno Lu
Reno Lu
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Oct 20
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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llm
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localai
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inference
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ai
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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?
ai maya
ai maya
ai maya
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Oct 19
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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ai
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machinelearning
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llm
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inference
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10 min read
Technical Analysis of DeepSeek V4.1 Flash 1017!
Mariano Gobea Alcoba
Mariano Gobea Alcoba
Mariano Gobea Alcoba
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Oct 19
Technical Analysis of DeepSeek V4.1 Flash 1017!
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deepseek
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llm
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aibenchmarks
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inference
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5 min read
Tenstorrent raises $1,5 billion and doubles its value
Hacks.gr
Hacks.gr
Hacks.gr
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Oct 19
Tenstorrent raises $1,5 billion and doubles its value
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tenstorrent
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ai
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hardware
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inference
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1 min read
The Rounding Error That Stops the Machine
NIA
NIA
NIA
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Oct 12
The Rounding Error That Stops the Machine
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performance
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llm
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tokenization
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inference
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5 min read
AI agents designed the chip that runs their inference
RC
RC
RC
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Oct 8
AI agents designed the chip that runs their inference
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aihardware
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fpga
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verification
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inference
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4 min read
Magnitude: The Apache-2.0 Inference Engine That Claims 2x Faster Than llama.cpp
Anshul Rajpal
Anshul Rajpal
Anshul Rajpal
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Oct 17
Magnitude: The Apache-2.0 Inference Engine That Claims 2x Faster Than llama.cpp
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ai
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tools
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inference
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opensource
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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
prodbymarcu
prodbymarcu
prodbymarcu
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Oct 16
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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llm
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inference
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gpu
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docker
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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
prodbymarcu
prodbymarcu
prodbymarcu
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Oct 16
I read a CUDA inference engine's symbols with Ghidra, then made it 12% faster on my 3090
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python
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cuda
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llm
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inference
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5 min read
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