LLM evaluation Archives - machinelearningplus

machine learning + Build an LLM Benchmarking Platform (Python Project) machinelearningplus.com

23 min

Build an LLM Benchmarking Platform (Python Project)

Build an LLM benchmarking platform in Python from scratch. Define test suites, compare providers with raw HTTP, score with LLM-as-judge, and generate reports with...

compare llm providers llm benchmarking LLM evaluation

machine learning + LLM Evaluation: Build an LLM-as-Judge Pipeline machinelearningplus.com

39 min

Gen AI

LLM Evaluation: Build an LLM-as-Judge Pipeline

Build an LLM evaluation pipeline in Python with LLM-as-judge scoring, rubric design, A/B testing, and regression alerts. Runnable code examples included.

A/B testing evaluation pipeline HumanEval

machine learning + GPT vs Claude vs Gemini: Python Benchmark (2026) machinelearningplus.com

30 min

Gen AI

GPT vs Claude vs Gemini: Python Benchmark (2026)

Build a Python benchmarking harness to compare GPT-4o, Claude, Gemini, and Llama on quality, latency, and cost with LLM-as-judge and radar charts.

GPT vs Claude LLM Benchmark LLM evaluation

machine learning + How to Evaluate an LLM: Benchmarks, Metrics, and Practical Workflows machinelearningplus.com

25 min

NLP

How to Evaluate an LLM: Benchmarks, Metrics, and Practical Workflows

Evaluate your LLM using MMLU, MT-Bench, LLM-as-judge, and ROUGE. Covers lm-evaluation-harness, fine-tuned model comparison, and evaluation pitfalls. With code.

evaluate LLM LLM evaluation LLM-as-judge

machine learning + How to Evaluate LLMs — Metrics, Benchmarks & Python Code machinelearningplus.com

39 min

Gen AI

How to Evaluate LLMs — Metrics, Benchmarks & Python Code

Learn LLM evaluation from scratch -- benchmarks, metrics (BLEU, ROUGE, perplexity), LLM-as-judge, and custom pipelines with runnable Python code.

BLEU score Evaluation Metrics LLM benchmarks

Build an LLM Benchmarking Platform (Python Project)

LLM Evaluation: Build an LLM-as-Judge Pipeline

GPT vs Claude vs Gemini: Python Benchmark (2026)

How to Evaluate an LLM: Benchmarks, Metrics, and Practical Workflows

How to Evaluate LLMs — Metrics, Benchmarks & Python Code

Machine Learning A-Z™: Hands-On Python & R In Data Science

Free Sample Videos:

#LLM evaluation

Build an LLM Benchmarking Platform (Python Project)

LLM Evaluation: Build an LLM-as-Judge Pipeline

GPT vs Claude vs Gemini: Python Benchmark (2026)

How to Evaluate an LLM: Benchmarks, Metrics, and Practical Workflows

How to Evaluate LLMs — Metrics, Benchmarks & Python Code

Python.SQL. NumPy. All free.

Machine Learning A-Z™: Hands-On Python & R In Data Science

Free Sample Videos:

Machine Learning A-Z™: Hands-On Python & R In Data Science

Machine Learning A-Z™: Hands-On Python & R In Data Science

Machine Learning A-Z™: Hands-On Python & R In Data Science

Machine Learning A-Z™: Hands-On Python & R In Data Science

Machine Learning A-Z™: Hands-On Python & R In Data Science

Python.
SQL. NumPy.
All free.