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Ling Plus by inclusionAI

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Ling Plus is an open-source language model by inclusionAI. Features: 292.5b LLM, VRAM: 567.6GB, Context: 16K, License: mit, LLM Explorer Score: 0.2.

  Arxiv:2503.05139   Autotrain compatible   Bailing moe   Conversational   Custom code   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/inclusionAI/Ling-plus 

Ling Plus Benchmarks

LLME Score: 0.19578
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Ling Plus (inclusionAI/Ling-plus)
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Ling Plus Parameters and Internals

LLM NameLing Plus
Repository 🤗https://huggingface.co/inclusionAI/Ling-plus 
Model Size292.5b
Required VRAM567.6 GB
Updated2025-11-06
MaintainerinclusionAI
Model Typebailing_moe
Model Files  13.2 GB: 1-of-45   13.2 GB: 2-of-45   13.2 GB: 3-of-45   13.2 GB: 4-of-45   13.2 GB: 5-of-45   13.2 GB: 6-of-45   13.2 GB: 7-of-45   13.2 GB: 8-of-45   13.2 GB: 9-of-45   13.2 GB: 10-of-45   13.2 GB: 11-of-45   13.2 GB: 12-of-45   13.2 GB: 13-of-45   13.2 GB: 14-of-45   13.2 GB: 15-of-45   13.2 GB: 16-of-45   13.2 GB: 17-of-45   13.2 GB: 18-of-45   13.2 GB: 19-of-45   13.2 GB: 20-of-45   13.2 GB: 21-of-45   13.2 GB: 22-of-45   13.2 GB: 23-of-45   13.2 GB: 24-of-45   13.2 GB: 25-of-45   13.2 GB: 26-of-45   13.2 GB: 27-of-45   13.2 GB: 28-of-45   13.2 GB: 29-of-45   13.2 GB: 30-of-45   13.2 GB: 31-of-45   13.2 GB: 32-of-45   13.2 GB: 33-of-45   13.2 GB: 34-of-45   13.2 GB: 35-of-45   13.2 GB: 36-of-45   13.2 GB: 37-of-45   13.2 GB: 38-of-45   13.2 GB: 39-of-45   13.2 GB: 40-of-45   13.2 GB: 41-of-45   13.2 GB: 42-of-45   13.2 GB: 43-of-45
Model ArchitectureBailingMoeForCausalLM
Licensemit
Context Length16384
Model Max Length16384
Transformers Version4.36.0
Vocabulary Size126464
Torch Data Typebfloat16

Rank the Ling Plus Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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