← Latest products

LLM Round‑Trip Translation Benchmark

When a model translates out of English and then back to English, how much meaning and voice does it keep? Each model does both steps (English → target language → English).

Open source

26 stars · GitHubexternal site

Visit github.comexternal site

Reactions (1)

Similar products

by description similarity

  1. An all-in-one blog for learning Large Language Models (LLMs)

    comfyai.app

    Comfy & Easy AI Learning!

    Hacker News5 pts

  2. Mapping LLM Style and Range in Flash Fiction

    github.com

    Documents the style side of the short-story Creative Writing LLM benchmark: we generated many short stories with a range of LLMs, then analyzed those stories for stylistic fingerprints and within-model diversity. This study focuses on how models write, how their outputs differ, and how varied each model is across its own stories.

    Hacker News7 pts

  3. I built a tiny LLM to demystify how language models work

    github.com

    A ~9M parameter LLM that talks like a small fish.

    Hacker News915 pts

  4. How LLMs Work

    ynarwal.github.io

    Interactive visual guide based on Karpathy's lecture

    Hacker News245 pts

  5. Speko (YC S26)

    speko.ai

    OpenRouter for Voice AI

    Hacker News118 pts