Ling Lite 1.5 2507 by inclusionAI

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  Arxiv:2503.05139   Autotrain compatible   Bailing moe   Conversational   Custom code   Region:us   Safetensors   Sharded   Tensorflow

Ling Lite 1.5 2507 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Ling Lite 1.5 2507 (inclusionAI/Ling-lite-1.5-2507)
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Ling Lite 1.5 2507 Parameters and Internals

LLM NameLing Lite 1.5 2507
Repository ๐Ÿค—https://huggingface.co/inclusionAI/Ling-lite-1.5-2507 
Model Size16.8b
Required VRAM33.6 GB
Updated2025-08-17
MaintainerinclusionAI
Model Typebailing_moe
Model Files  10.0 GB: 1-of-4   10.0 GB: 2-of-4   10.0 GB: 3-of-4   3.6 GB: 4-of-4
Model ArchitectureBailingMoeForCausalLM
Licensemit
Context Length32768
Model Max Length32768
Transformers Version4.53.1
Tokenizer ClassPreTrainedTokenizer
Padding Token<|endoftext|>
Vocabulary Size126464
Torch Data Typebfloat16

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Rank the Ling Lite 1.5 2507 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124