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Ling Tiny model achieves phenomenal speed on 4060Ti GPU

A user on the r/LocalLLaMA subreddit has found Ling Tiny to be exceptionally fast, replacing Gemma4-12B in their setup for hindsight operations. The user reported phenomenal speed on a 4060Ti GPU, recommending the vLLM fork for BailingMoE3 and advising against enabling MTP for optimal performance. AI

IMPACT Demonstrates high performance of smaller models on consumer GPUs, potentially enabling more complex local AI applications.

RANK_REASON User report on a specific model's performance on consumer hardware.

Read on r/LocalLLaMA →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Ling Tiny model achieves phenomenal speed on 4060Ti GPU

COVERAGE [1]

  1. r/LocalLLaMA TIER_1 English(EN) · /u/Badger-Purple ·

    Ling Tiny, King of Speed

    <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1vw9lp9/ling_tiny_king_of_speed/"> <img alt="Ling Tiny, King of Speed" src="https://preview.redd.it/b9xtypf245lh1.jpeg?width=640&amp;crop=smart&amp;auto=webp&amp;s=9f657621916dedf8b73100a1e8118eca35ba5ad7" tit…