Tag: llm

Seed V2 Lite: 6 Constraint Tests

Lite models work when they follow rules. The prompt asks for JSON, SQL, or a hard limit, and the model stays inside…

AI Culture Fit Test Generator: 5 Question Sets

This culture fit test generator turns a short culture blurb into a ready-to-use interview question set. I ran five synthetic company cultures…

AI Pulse Survey Analyzer: Sample Report from a CSV

AI Pulse Survey Analyzer turns raw employee pulse survey data into themes, sentiment, and action items. This post runs one small synthetic…

AI Leave Analysis: Sample Report from a CSV

AI Leave Analysis turns leave management CSVs into a structured report with metrics and trends. This post runs a small synthetic CSV…

Seed-V2-Lite: 6 Prompt Expansions for Brand Assets

Seed-V2-Lite can take a rough creative idea and expand it into a detailed production-ready prompt. I ran six quick prompt-expansion tests for…

Seed-V2 Mini vs Qwen3.5-27B: 5 Small Tests

Seed-V2 Mini vs Qwen3.5-27B sounds like a simple comparison. The outputs can look very different in practice. This post runs five small…

Qwen3.5-27B: 6 Quick Tests on Reasoning, Parsing, and Code

Qwen3.5-27B: 6 Quick Tests on Reasoning, Parsing, and Code Qwen3.5-27B shows how a 27B multimodal model handles long-context reasoning and mixed tasks.…

GPT-5.2 vs GPT-5 Mini vs GPT-5 Nano: 6 Constraint Tests

GPT-5.2 vs GPT-5 Mini vs GPT-5 Nano: 6 Constraint Tests GPT-5.2 vs GPT-5 Mini vs GPT-5 Nano comes down to one question:…

GPT-5 Mini: 6 Practical Text Generation Tests

GPT-5 Mini: 6 Practical Text Generation Tests GPT-5 Mini targets fast, low-friction text generation. This review runs six small tests that show…

Translate Gemma Image: OCR Translation in 6 Screenshot Tests

Translate Gemma Image: OCR translation in 6 screenshot tests Translate Gemma Image tries to translate straight from an image: no separate OCR…

LLM Evaluation: What Is the Reality? | Wiro AI

LLM evaluation is complex and evolving. From MMLU to Chatbot Arena, benchmarks attempt to measure reasoning, accuracy, and human preference. Wiro AI’s Machine Learning Team explores the reality of evaluating large language models today.