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Danube3.1 4B Reasoning Light by Lambent

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  Autotrain compatible Base model:finetune:h2oai/h2o-... Base model:h2oai/h2o-danube3.1...   Conversational   En   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/Lambent/danube3.1-4b-Reasoning-Light 

Danube3.1 4B Reasoning Light Benchmarks

LLME Score: 0.22238
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Danube3.1 4B Reasoning Light (Lambent/danube3.1-4b-Reasoning-Light)
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Danube3.1 4B Reasoning Light Parameters and Internals

LLM NameDanube3.1 4B Reasoning Light
Repository 🤗https://huggingface.co/Lambent/danube3.1-4b-Reasoning-Light 
Base Model(s)  h2oai/h2o-danube3.1-4b-chat   h2oai/h2o-danube3.1-4b-chat
Model Size4b
Required VRAM8 GB
Updated2025-07-28
MaintainerLambent
Model Typellama
Model Files  5.0 GB: 1-of-2   3.0 GB: 2-of-2
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.48.3
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Lambent/danube3.1-4b-Reasoning-Light.

Rank the Danube3.1 4B Reasoning Light Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
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Text Summarization and Feature Extraction  
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Multi-Language Support and Translation  

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