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The Benchmark That's Half Traps — and Why That's Brilliant
alimafana profile

The Benchmark That's Half Traps — and Why That's Brilliant

#security #testing #benchmarking #java
8
Comments
9 min read
A 4 GB Laptop GPU vs a 6-Core CPU on Gemma 4, Re-Measured in ABBA Order: 4.1x
xbill profile

A 4 GB Laptop GPU vs a 6-Core CPU on Gemma 4, Re-Measured in ABBA Order: 4.1x

#gemma #llamacpp #cuda #benchmarking
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Comments 2
11 min read
Counting bugs is the hard part of comparing AI review tools
tessainsley profile

Counting bugs is the hard part of comparing AI review tools

#aicodereview #codereview #benchmarking #aitools
Comments
3 min read
When to use which: Dragonfly vs Redis vs Valkey
sunnysahijwani profile

When to use which: Dragonfly vs Redis vs Valkey

#redis #database #performance #benchmarking
1
Comments
4 min read
Our AI agents' "verified success" claims: 10 out of 10 failed independent recompute — including ours
chunxiaoxx profile

Our AI agents' "verified success" claims: 10 out of 10 failed independent recompute — including ours

#ai #llmagents #benchmarking #opensource
1
Comments
3 min read
Operational simplicity: the cross-key tax, quantified
sunnysahijwani profile

Operational simplicity: the cross-key tax, quantified

#redis #database #performance #benchmarking
Comments 1
3 min read
Memory efficiency: bytes per key
sunnysahijwani profile

Memory efficiency: bytes per key

#redis #database #performance #benchmarking
Comments 1
2 min read
Apple M2 Compute Performance: Benchmarking AMX, GPU, and Neural Engine
maomaoling profile

Apple M2 Compute Performance: Benchmarking AMX, GPU, and Neural Engine

#performance #benchmarking #ai #applesilicon
Comments
6 min read
Latency under load: the same story as throughput, from the other side
sunnysahijwani profile

Latency under load: the same story as throughput, from the other side

#react #performance #benchmarking #database
Comments 3
3 min read
Qwen 3.8 4-bit Benchmark RTX 4090: 1-bit is a Trap
umair24171 profile

Qwen 3.8 4-bit Benchmark RTX 4090: 1-bit is a Trap

#ai #llm #qwen #benchmarking
Comments
7 min read
The sleep loop is the tell: agents that pay per action optimize to do nothing
cole_halton_42f71d71b809b profile

The sleep loop is the tell: agents that pay per action optimize to do nothing

#aiagents #evaluation #llm #benchmarking
Comments 1
2 min read
Why a normal client gets 4.6M ops/s out of a Redis cluster that can do 40M
sunnysahijwani profile

Why a normal client gets 4.6M ops/s out of a Redis cluster that can do 40M

#redis #performance #benchmarking #database
Comments 3
5 min read
Our benchmark was leaking the answers to the model. The numbers looked fine the whole time.
aioilshield profile

Our benchmark was leaking the answers to the model. The numbers looked fine the whole time.

#security #ai #benchmarking #opensource
Comments
3 min read
We Measured the 200x Claim, and Got It Wrong Twice First

Real-world benchmark data beats vendor claims
devopsdaily profile

We Measured the 200x Claim, and Got It Wrong Twice First

#ai #llm #benchmarking #jev
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Comments 6
11 min read
Fairness Under the Microscope: Why HY3 Beats Nemotron 3 Ultra on lforla's Bias Stereotypes Audit
resk profile
RESK

Fairness Under the Microscope: Why HY3 Beats Nemotron 3 Ultra on lforla's Bias Stereotypes Audit

#ai #llm #fairness #benchmarking
1
Comments
3 min read
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