NorskGPT Llama 7B V0.1 by bineric

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  Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/llama-2-...   Conversational   Endpoints compatible   Finetuned   Instruct   Llama   Mistral   No   Pytorch   Region:us   Safetensors   Sharded   Tensorflow

NorskGPT Llama 7B V0.1 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
NorskGPT Llama 7B V0.1 (bineric/NorskGPT-Llama-7B-v0.1)

NorskGPT Llama 7B V0.1 Parameters and Internals

Model Type 
text generation, chat assistant
Use Cases 
Areas:
personal use, research
Applications:
assistant-like chat
Primary Use Cases:
text summarization, question answering, chat
Limitations:
knowledge about Norway, specific domains
Considerations:
Model might need prompt tuning for optimal results.
Supported Languages 
Norwegian (proficient)
Training Details 
Data Sources:
Norwegian instruction pairs
Methodology:
fine-tuning
Input Output 
Input Format:
### Instruction: Summarize following text. ### Input: Text to be summarized ### Response:
Performance Tips:
Model might need prompt tuning for optimal results.
LLM NameNorskGPT Llama 7B V0.1
Repository ๐Ÿค—https://huggingface.co/bineric/NorskGPT-Llama-7B-v0.1 
Base Model(s)  Llama 2 7B Chat Hf   meta-llama/Llama-2-7b-chat-hf
Model Size7b
Required VRAM13.5 GB
Updated2025-02-22
Maintainerbineric
Model Typellama
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2   10.0 GB: 1-of-2   3.5 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-sa-4.0
Context Length4096
Model Max Length4096
Transformers Version4.34.1
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than bineric/NorskGPT-Llama-7B-v0.1.

Rank the NorskGPT Llama 7B V0.1 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 v20241227