Ling Lite by inclusionAI

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  Arxiv:2503.05139   Autotrain compatible   Bailing moe   Conversational   Custom code   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF ๐Ÿค—: https://huggingface.co/inclusionAI/Ling-lite 

Ling Lite 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 (inclusionAI/Ling-lite)

Ling Lite Parameters and Internals

LLM NameLing Lite
Repository ๐Ÿค—https://huggingface.co/inclusionAI/Ling-lite 
Model Size16.8b
Required VRAM33.6 GB
Updated2025-04-28
MaintainerinclusionAI
Model Typebailing_moe
Model Files  9.3 GB: 1-of-4   9.3 GB: 2-of-4   9.3 GB: 3-of-4   5.7 GB: 4-of-4
Model ArchitectureBailingMoeForCausalLM
Licensemit
Context Length16384
Model Max Length16384
Transformers Version4.36.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|endoftext|>
Vocabulary Size126464
Torch Data Typebfloat16

Best Alternatives to Ling Lite

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Ring Lite Distill Preview16K / 33.6 GB11421
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Ling Coder Lite Base4K / 33.6 GB253

Rank the Ling Lite Capabilities

๐Ÿ†˜ Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! ๐ŸŒŸ

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 v20241227