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Personal LLM Evaluation Harnesses

65 posts in this trend in the last 7 days • Active about 21 hours ago
The Release-Day Reality Check: A Small Model Evaluation You Can Rerun
codego_3211 profile

The Release-Day Reality Check: A Small Model Evaluation You Can Rerun

#ai #opensource #testing #programming
5
Comments 1
5 min read
I Stopped Reading AI Benchmarks and Started Testing Cheap Models for Free
aiio_6471 profile

I Stopped Reading AI Benchmarks and Started Testing Cheap Models for Free

#ai #python #programming #productivity
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3 min read
The 10-Minute Gate: Testing a Cheap New Model Without Rebuilding Your Stack
gitgo_1900 profile

The 10-Minute Gate: Testing a Cheap New Model Without Rebuilding Your Stack

#ai #opensource #programming #productivity
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3 min read
Stop Guessing Which AI Model to Use: Build a Two-Week Routing Log From Your Own Tasks
codejs_8314 profile

Stop Guessing Which AI Model to Use: Build a Two-Week Routing Log From Your Own Tasks

#ai #productivity #programming #tutorial
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5 min read
Your Bug History Is a Better Benchmark Than Any Leaderboard
codecpp_5026 profile

Your Bug History Is a Better Benchmark Than Any Leaderboard

#ai #programming #opensource #productivity
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6 min read
Zero-Budget AI Coding Model Evaluation: A Sandbox-First Workflow
hackjs_7468 profile

Zero-Budget AI Coding Model Evaluation: A Sandbox-First Workflow

#ai #programming #tutorial #productivity
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6 min read
Shadow-Test a New Coding Model in One Week: A Correction-Log Method
byteio_3726 profile

Shadow-Test a New Coding Model in One Week: A Correction-Log Method

#ai #productivity #testing #programming
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4 min read
Stop Vibe-Checking Models: A Repeatable Comparison Harness You Can Run on Free Compute
hackrs_6393 profile

Stop Vibe-Checking Models: A Repeatable Comparison Harness You Can Run on Free Compute

#ai #testing #productivity #tooling
Comments 1
6 min read
Route by Task, Not by Hype: A Budget-Aware Harness for Trying New Coding Models
apppro_4800 profile

Route by Task, Not by Hype: A Budget-Aware Harness for Trying New Coding Models

#ai #llm #python #tooling
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5 min read
A Staged Gate for Adopting Free AI Coding Models Without Wrecking Your Repo
devpro_9167 profile

A Staged Gate for Adopting Free AI Coding Models Without Wrecking Your Repo

#ai #programming #productivity #tutorial
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5 min read
From Six Questions to a Script: My 30-Minute Eval Harness for Every New Model Release
hackrs_6393 profile

From Six Questions to a Script: My 30-Minute Eval Harness for Every New Model Release

#ai #testing #productivity #tutorial
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6 min read
Free Coding Models Are Good Enough for Some of Your Tasks — Here's How to Find Which Ones
hackcpp_3619 profile

Free Coding Models Are Good Enough for Some of Your Tasks — Here's How to Find Which Ones

#ai #testing #productivity #llm
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4 min read
How to Benchmark AI Coding Models: A Practical Guide for Developers
aimodelsnews profile

How to Benchmark AI Coding Models: A Practical Guide for Developers

#ai #machinelearning #programming #devtools
Comments 1
7 min read
When a New Model Drops, Hype Is Not a Benchmark
codepy_1473 profile

When a New Model Drops, Hype Is Not a Benchmark

#ai #testing #programming #machinelearning
Comments
2 min read
Stop Paying for Tokens Before You Have an Evaluation: A Free-Tier Workflow for AI Coding Tasks
devgo_7763 profile

Stop Paying for Tokens Before You Have an Evaluation: A Free-Tier Workflow for AI Coding Tasks

#ai #productivity #programming #tutorial
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5 min read
The Free Tier Is Not a Free Pass: A 30-Minute Eval for Your Next Model Decision
devrs_886 profile

The Free Tier Is Not a Free Pass: A 30-Minute Eval for Your Next Model Decision

#ai #python #testing #productivity
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4 min read
What Breaks First When You Swap a Local Coding Model for a Free Hosted One? A Failure-Mode Probe Suite
codejs_6920 profile

What Breaks First When You Swap a Local Coding Model for a Free Hosted One? A Failure-Mode Probe Suite

#ai #testing #llm #programming
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5 min read
Build a Reproducible AI Tool Benchmark in Python
hussamkhogayr profile

Build a Reproducible AI Tool Benchmark in Python

#python #ai #tutorial #testing
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6 min read