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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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NexusQuant is now on PyPI, HuggingFace, and 9 awesome lists

NexusQuant is now on PyPI, HuggingFace, and 9 awesome lists

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2 min read
Why attention-aware eviction beats random eviction (with data)

Why attention-aware eviction beats random eviction (with data)

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2 min read
The Math Behind E8 Lattice Quantization (with Code)

The Math Behind E8 Lattice Quantization (with Code)

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6 min read
What I Learned Testing 12 Compression Approaches That Failed

What I Learned Testing 12 Compression Approaches That Failed

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6 min read
NexusQuant benchmarks: every number, honestly

NexusQuant benchmarks: every number, honestly

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5 min read
NexusQuant vs KVTC vs TurboQuant vs CommVQ — honest comparison

NexusQuant vs KVTC vs TurboQuant vs CommVQ — honest comparison

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4 min read
How to deploy NexusQuant in production (and what's missing)

How to deploy NexusQuant in production (and what's missing)

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4 min read
Longer contexts are easier to compress (not harder)

Longer contexts are easier to compress (not harder)

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2 min read
Compress your LLM's KV cache 33x with zero training

Compress your LLM's KV cache 33x with zero training

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2 min read
Causal inference for credit risk: why prediction alone isn't enough

Causal inference for credit risk: why prediction alone isn't enough

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5 min read
I built a PyTorch edge detection package.

I built a PyTorch edge detection package.

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1 min read
Why Fine-Tuning LLMs on Your SQL Schema Can Supercharge Data Analytics

Why Fine-Tuning LLMs on Your SQL Schema Can Supercharge Data Analytics

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5 min read
OpenAI Killed Sora in Six Months. It Burned $15 Million a Day and Made Almost Nothing.

OpenAI Killed Sora in Six Months. It Burned $15 Million a Day and Made Almost Nothing.

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4 min read
Como comprimir o KV cache do seu LLM em 33x sem treino

Como comprimir o KV cache do seu LLM em 33x sem treino

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3 min read
KV cache memory calculator: how much does your LLM actually use?

KV cache memory calculator: how much does your LLM actually use?

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3 min read
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