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Local LLM Evaluation & Regression Testing
15 posts in this trend in the last 7 days
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Active 24 minutes ago
Stop Picking LLMs by Vibes: A Reproducible Evaluation Harness You Can Run for Free
Dakota Liu
Dakota Liu
Dakota Liu
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Aug 10
Stop Picking LLMs by Vibes: A Reproducible Evaluation Harness You Can Run for Free
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ai
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llm
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testing
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productivity
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5 min read
A New Open Model Dropped. Here's My 30-Minute Reproducible Eval Before I Trust It With My Codebase
Dakota Liu
Dakota Liu
Dakota Liu
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Aug 10
A New Open Model Dropped. Here's My 30-Minute Reproducible Eval Before I Trust It With My Codebase
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ai
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opensource
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llm
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productivity
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5 min read
Stop Trusting Vibes: A Reproducible Harness for Comparing AI Coding Models on Your Own Codebase
Alex Zhu
Alex Zhu
Alex Zhu
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Aug 5
Stop Trusting Vibes: A Reproducible Harness for Comparing AI Coding Models on Your Own Codebase
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llm
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5 min read
Stop Guessing: A Repeatable Harness for Comparing Free LLM Endpoints on Your Actual Tasks
Emery Li
Emery Li
Emery Li
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Aug 5
Stop Guessing: A Repeatable Harness for Comparing Free LLM Endpoints on Your Actual Tasks
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ai
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llm
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python
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testing
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4 min read
Stop Vibes-Testing AI Coding Models: A Repeatable Evaluation Suite You Can Run for Free
Blake Yang
Blake Yang
Blake Yang
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Aug 5
Stop Vibes-Testing AI Coding Models: A Repeatable Evaluation Suite You Can Run for Free
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ai
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llm
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testing
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tooling
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6 min read
A New MiniMax Model Dropped: How to Evaluate It on Your Own Code Before Believing the Benchmarks
Avery Wang
Avery Wang
Avery Wang
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Aug 10
A New MiniMax Model Dropped: How to Evaluate It on Your Own Code Before Believing the Benchmarks
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llm
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programming
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4 min read
A New Open-Weight Model Just Dropped? Run This 30-Minute Eval Before You Rewrite Your Pipeline
Riley Lin
Riley Lin
Riley Lin
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Aug 10
A New Open-Weight Model Just Dropped? Run This 30-Minute Eval Before You Rewrite Your Pipeline
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ai
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llm
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programming
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4 min read
Hype Cycles Don't Ship My Code: How I Gate New LLMs with a Self-Written Eval Deck
Riley Wu
Riley Wu
Riley Wu
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Aug 10
Hype Cycles Don't Ship My Code: How I Gate New LLMs with a Self-Written Eval Deck
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ai
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testing
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llm
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productivity
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5 min read
Your Feed Says the New Model Is Great. Mine Says Prove It in Under an Hour
Sam Li
Sam Li
Sam Li
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Aug 10
Your Feed Says the New Model Is Great. Mine Says Prove It in Under an Hour
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4 min read
I Built a Personal Regression Suite for LLMs — Here's the Design, Not Just the Code
Taylor Lin
Taylor Lin
Taylor Lin
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Aug 10
I Built a Personal Regression Suite for LLMs — Here's the Design, Not Just the Code
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llm
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python
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7 min read
Stop Benchmarking Coding Models on Strangers' Bugs: A Reproducible Harness for Your Own Repo
Dakota Wu
Dakota Wu
Dakota Wu
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Aug 10
Stop Benchmarking Coding Models on Strangers' Bugs: A Reproducible Harness for Your Own Repo
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programming
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llm
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5 min read
Score Coding Models With a 60-Line Harness Before You Spend a Cent
Riley Zhang
Riley Zhang
Riley Zhang
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Aug 5
Score Coding Models With a 60-Line Harness Before You Spend a Cent
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5 min read
A Reproducible Baseline for Comparing Free LLM Coding Models on Your Own Repo
Avery Lin
Avery Lin
Avery Lin
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Aug 5
A Reproducible Baseline for Comparing Free LLM Coding Models on Your Own Repo
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llm
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productivity
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4 min read
Pick Your LLM With a Scoreboard, Not a Hunch: A Two-File Eval That Costs Nothing to Re-Run
Riley Wu
Riley Wu
Riley Wu
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Aug 10
Pick Your LLM With a Scoreboard, Not a Hunch: A Two-File Eval That Costs Nothing to Re-Run
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llm
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testing
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python
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ai
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6 min read
What Breaks First When You Swap a Local Coding Model for a Free Hosted One? A Failure-Mode Probe Suite
Jordan Li
Jordan Li
Jordan Li
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Aug 10
What Breaks First When You Swap a Local Coding Model for a Free Hosted One? A Failure-Mode Probe Suite
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5 min read
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