Ling Coder Lite by inclusionAI

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

Ling Coder 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 Coder Lite (inclusionAI/Ling-Coder-lite)
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Ling Coder Lite Parameters and Internals

LLM NameLing Coder Lite
Repository ๐Ÿค—https://huggingface.co/inclusionAI/Ling-Coder-lite 
Base Model(s)  Ling Coder Lite Base   inclusionAI/Ling-Coder-lite-base
Model Size16.8b
Required VRAM33.6 GB
Updated2025-07-30
MaintainerinclusionAI
Model Typebailing_moe
Model Files  9.8 GB: 1-of-4   9.3 GB: 2-of-4   9.3 GB: 3-of-4   5.2 GB: 4-of-4
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

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Ling Coder Lite Base4K / 33.6 GB303

Rank the Ling Coder Lite 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