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Ring Lite Distill Preview by inclusionAI

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  Autotrain compatible   Bailing moe Base model:finetune:inclusiona... Base model:inclusionai/ling-li...   Conversational   Custom code   En   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/inclusionAI/Ring-lite-distill-preview 

Ring Lite Distill Preview Benchmarks

LLME Score: 0.23327
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Ring Lite Distill Preview (inclusionAI/Ring-lite-distill-preview)
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Ring Lite Distill Preview Parameters and Internals

LLM NameRing Lite Distill Preview
Repository 🤗https://huggingface.co/inclusionAI/Ring-lite-distill-preview 
Base Model(s)  Ling Lite   inclusionAI/Ling-lite
Model Size16.8b
Required VRAM33.6 GB
Updated2025-09-23
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
Supported Languageszh en
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 Ring Lite Distill Preview

Best Alternatives
Context / RAM
Downloads
Likes
Ling Lite 1.5 250732K / 33.6 GB18475
Ring Lite 250732K / 33.6 GB9357
Ling Lite 1.5 250632K / 33.6 GB8352
Ling Lite32K / 24.8 GB15475
Ling Lite Base16K / 33.6 GB9428
Ling Coder Lite4K / 33.6 GB11347
Ling Coder Lite Base4K / 33.6 GB8126
Note: green Score (e.g. "73.2") means that the model is better than inclusionAI/Ring-lite-distill-preview.

Rank the Ring Lite Distill Preview Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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Data Analysis and Insight Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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