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Llama 2 13B Chat Norwegian by RuterNorway

 »  All LLMs  »  RuterNorway  »  Llama 2 13B Chat Norwegian   URL Share it on

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  Autotrain compatible Dataset:nbailab/norwegian-alpa... Dataset:ruternorway/openorcano...   En   Endpoints compatible   Llama   Llama2   No   Norsk   Norwegian   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/RuterNorway/Llama-2-13b-chat-norwegian 

Llama 2 13B Chat Norwegian Benchmarks

LLME Score: 0.12756
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 2 13B Chat Norwegian (RuterNorway/Llama-2-13b-chat-norwegian)

Llama 2 13B Chat Norwegian Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Commercial, Research
Applications:
Assistant-like chat
Limitations:
This is an LLM, not a knowledge model. It cannot be expected to have more information about Norway than the base model., Will perform better on tasks like summarization, question answering, and chat., Data used for training is machine translated and may contain errors.
Additional Notes 
The model aims to serve Norwegian NLP community and integration into diverse projects.
Supported Languages 
en (Fluent), no (Native)
Training Details 
Data Sources:
NbAiLab/norwegian-alpaca, RuterNorway/OpenOrcaNo-15k
Data Volume:
15,000 samples
Methodology:
Finetuning for one epoch
Model Architecture:
Chat model architecture
Safety Evaluation 
Ethical Considerations:
Llama 2 is a new technology that carries risks with use. Testing conducted to date has been in English, and has not covered, nor could it cover all scenarios. For these reasons, as with all LLMs, Llama 2’s potential outputs cannot be predicted in advance, and the model may in some instances produce inaccurate, biased or other objectionable responses to user prompts. Therefore, before deploying any applications of Llama 2, developers should perform safety testing and tuning tailored to their specific applications of the model. Please see the Responsible Use Guide available at https://ai.meta.com/llama/responsible-use-guide/.
Input Output 
Input Format:
~~[INST] <> [PROMPT] <>
Accepted Modalities:
text
Output Format:
~~~~
Performance Tips:
Will need prompt tuning for optimal results.
LLM NameLlama 2 13B Chat Norwegian
Repository 🤗https://huggingface.co/RuterNorway/Llama-2-13b-chat-norwegian 
Model Size13b
Required VRAM26 GB
Updated2025-02-22
MaintainerRuterNorway
Model Typellama
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3   9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3
Supported Languagesen no
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

Quantized Models of the Llama 2 13B Chat Norwegian

Model
Likes
Downloads
VRAM
...lama 2 13B Chat Norwegian GPTQ10387 GB

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Note: green Score (e.g. "73.2") means that the model is better than RuterNorway/Llama-2-13b-chat-norwegian.

Rank the Llama 2 13B Chat Norwegian 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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