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Llama 3B Finnish by Finnish-NLP

 »  All LLMs  »  Finnish-NLP  »  Llama 3B Finnish   URL Share it on

  340   
  Arxiv:2302.06675   Arxiv:2302.13971   Arxiv:2305.16264   Autotrain compatible Dataset:finnish-nlp/mc4 3.1.0 ... Dataset:finnish-nlp/oscar 2301... Dataset:finnish-nlp/reddit fi ... Dataset:finnish-nlp/wikipedia ... Dataset:intfloat/multilingual ...   Fi   Finnish   Llama   Pytorch   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/Finnish-NLP/llama-3b-finnish 

Llama 3B Finnish Benchmarks

LLME Score: 0.1005
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3B Finnish (Finnish-NLP/llama-3b-finnish)
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Llama 3B Finnish Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Research, Commercial applications
Primary Use Cases:
Text generation
Limitations:
Can have biased predictions, Better to fine-tune for specific tasks
Additional Notes 
Pretrained on a very large corpus of Finnish data without human labeling. Recommended to fine-tune for better results.
Supported Languages 
Finnish (high)
Training Details 
Data Sources:
Finnish-NLP/mc4_3.1.0_fi_cleaned, Finnish-NLP/oscar_2301_fi_cleaned, Finnish-NLP/Reddit_fi_2006_2022, Finnish-NLP/wikipedia_20230501_fi_cleaned, Yle Finnish News Archive 2011-2018, Yle Finnish News Archive 2019-2020, Finnish News Agency Archive (STT), The Suomi24 Sentences Corpus, Project Lönnrot, Finnish parliament speeches, multilingual_cc_news, fi-news-corpus
Data Volume:
19 billion words, 28 billion tokens
Methodology:
Self-supervised causal language modeling
Context Length:
2048
Training Time:
131B tokens
Hardware Used:
TPUv4-32 VM
Model Architecture:
Pretrained Llama model on Finnish language using a causal language modeling objective.
Responsible Ai Considerations 
Fairness:
Model may have biases due to content from the internet.
Mitigation Strategies:
Toxic content filtered with a toxicity classifier but cannot eliminate all.
Input Output 
Input Format:
Sequences of continuous text
Accepted Modalities:
Text
Output Format:
Text
Performance Tips:
Best for generating texts from a prompt.
LLM NameLlama 3B Finnish
Repository 🤗https://huggingface.co/Finnish-NLP/llama-3b-finnish 
Model Size3b
Required VRAM7.3 GB
Updated2025-07-15
MaintainerFinnish-NLP
Model Typellama
Model Files  7.3 GB   7.3 GB
Supported Languagesfi
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.34.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size64256
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than Finnish-NLP/llama-3b-finnish.

Rank the Llama 3B Finnish Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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Release v20241124
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