Ling Coder Lite Base by inclusionAI

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  Arxiv:2503.17793   Autotrain compatible   Bailing moe   Code   Codegen   Custom code Dataset:inclusionai/ling-coder...   En   Moe   Region:us   Safetensors   Sharded   Tensorflow   Zh

Ling Coder Lite Base Benchmarks

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

LLM NameLing Coder Lite Base
Repository ๐Ÿค—https://huggingface.co/inclusionAI/Ling-Coder-lite-base 
Model Size16.8b
Required VRAM33.6 GB
Updated2025-07-30
MaintainerinclusionAI
Model Typebailing_moe
Model Files  4.8 GB: 1-of-8   4.4 GB: 2-of-8   4.4 GB: 3-of-8   4.4 GB: 4-of-8   5.0 GB: 5-of-8   4.8 GB: 6-of-8   5.0 GB: 7-of-8   0.8 GB: 8-of-8
Supported Languagesen zh
Generates CodeYes
Model ArchitectureBailingMoeForCausalLM
Licensemit
Context Length4096
Model Max Length4096
Transformers Version4.36.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|endoftext|>
Vocabulary Size126464
Torch Data Typebfloat16

Best Alternatives to Ling Coder Lite Base

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Ling Coder Lite4K / 33.6 GB4619
Note: green Score (e.g. "73.2") means that the model is better than inclusionAI/Ling-Coder-lite-base.

Rank the Ling Coder Lite Base 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