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Viking 13B by LumiOpen

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  Autotrain compatible   Da   Dataset:bigcode/starcoderdata Dataset:cerebras/slimpajama-62...   Dataset:mc4   En   Endpoints compatible   Fi   Is   Llama   Nn   No   Region:us   Safetensors   Sharded   Sv   Tensorflow
Model Card on HF 🤗: https://huggingface.co/LumiOpen/Viking-13B 

Viking 13B Benchmarks

LLME Score: 0.19263
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Viking 13B (LumiOpen/Viking-13B)

Viking 13B Parameters and Internals

Model Type 
decoder-only transformer, text generation
Use Cases 
Areas:
research, commercial applications
Applications:
text generation, natural language understanding
Primary Use Cases:
translation, code generation
Limitations:
Limited proficiency outside supported languages
Additional Notes 
Base model, requiring further fine-tuning for specific use cases.
Supported Languages 
fi (fluent), en (fluent), da (fluent), sv (fluent), no (fluent), nn (fluent), is (fluent)
Training Details 
Data Sources:
cerebras/SlimPajama-627B, bigcode/starcoderdata, mc4
Data Volume:
2 trillion tokens
Context Length:
4096
Training Time:
since September 2023
Hardware Used:
512 AMD MI250X GPUs
Model Architecture:
GPT-like with rotary positional embeddings and flash attention
Responsible Ai Considerations 
Fairness:
May produce outputs that are inaccurate, prejudiced, or controversial due to its training data.
Mitigation Strategies:
Users should consider additional evaluation and customization.
Input Output 
Input Format:
text input with tokens
Accepted Modalities:
text
Output Format:
generated text
Release Notes 
Version:
1.0
Date:
2023-10-11
Notes:
Initial model release with partial training data.
LLM NameViking 13B
Repository 🤗https://huggingface.co/LumiOpen/Viking-13B 
Model Size13b
Required VRAM28.1 GB
Updated2025-02-05
MaintainerLumiOpen
Model Typellama
Model Files  4.9 GB: 1-of-6   4.9 GB: 2-of-6   5.0 GB: 3-of-6   5.0 GB: 4-of-6   4.9 GB: 5-of-6   3.4 GB: 6-of-6
Supported Languagesfi en da sv no nn is
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.40.0
Tokenizer ClassBloomTokenizer
Padding Token<pad>
Vocabulary Size131072
Torch Data Typebfloat16

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Rank the Viking 13B 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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