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Ling Mini Base 2.0 20T by inclusionAI

By inclusionAI · 65 downloads
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Ling Mini Base 2.0 20T is an open-source language model by inclusionAI. Features: 17.1b LLM, VRAM: 34.1GB, Context: 4K, License: mit, LLM Explorer Score: 0.2.

  Arxiv:2507.17702   Bailing moe   Custom code   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/inclusionAI/Ling-mini-base-2.0-20T 

Ling Mini Base 2.0 20T Parameters and Internals

LLM NameLing Mini Base 2.0 20T
Repository 🤗https://huggingface.co/inclusionAI/Ling-mini-base-2.0-20T 
Model Size17.1b
Required VRAM34.1 GB
Updated2026-08-08
MaintainerinclusionAI
Model Typebailing_moe
Model Files  10.7 GB: 1-of-4   10.2 GB: 2-of-4   10.3 GB: 3-of-4   2.9 GB: 4-of-4
Model ArchitectureBailingMoeV2ForCausalLM
Licensemit
Context Length4096
Model Max Length4096
Transformers Version4.52.3
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|endoftext|>
Vocabulary Size157184
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than inclusionAI/Ling-mini-base-2.0-20T.