ModelsLab Engineering & Insights

LLM Articles

Every ModelsLab blog post about LLM.

LLM•Mar 8, 2026

Karpathy autoresearch on H100 GPUs: Overnight ML Experiments

Andrej Karpathy's autoresearch lets AI agents run 80-100 ML experiments overnight on a single H100 GPU, autonomously modifying code, training models, and keeping only the changes that improve results.

Adhik Joshi

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LLM•Mar 5, 2026

LLM Hallucination Rates 2026: Which Model Lies the Least?

Discover which LLM has the lowest hallucination rate in 2026. Benchmarks show Claude 4.6 at 3%, GPT-5.2 at 8-12%. Guide for developers.

Adhik Joshi

LLM•Mar 2, 2026

Kimi K2.5 API Guide: The Cheapest Frontier LLM for Developers (2026)

Adhik Joshi

LLM•Mar 1, 2026

Karpathy's MicroGPT: A 200-Line GPT Explained for Developers

Andrej Karpathy's microgpt.py is a 200-line pure Python GPT with zero dependencies. Walk through the autograd engine, attention mechanism, and learn when to use an API vs train you...

Adhik Joshi

LLM•Mar 1, 2026

LLM Articles

Karpathy autoresearch on H100 GPUs: Overnight ML Experiments

LLM Hallucination Rates 2026: Which Model Lies the Least?

Kimi K2.5 API Guide: The Cheapest Frontier LLM for Developers (2026)

Karpathy's MicroGPT: A 200-Line GPT Explained for Developers

Cognitive Debt: The Hidden Cost of AI Coding Tools in 2026

ChatGPT Privacy Concerns: Why Developers Are Running LLMs Locally in 2026

Unsloth Dynamic 2.0 GGUFs: Smarter Quantization for Local LLMs

Qwen3.5 API: Run Qwen 3.5 Without a Mac (Cloud Access in 2026)