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Falcon2 5.5B Dutch by ssmits

 »  All LLMs  »  ssmits  »  Falcon2 5.5B Dutch   URL Share it on

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  Merged Model   Autotrain compatible Base model:finetune:tiiuae/fal...   Base model:tiiuae/falcon-11b   Conversational   Custom code   Endpoints compatible   Falcon   Nl   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/ssmits/Falcon2-5.5B-Dutch 

Falcon2 5.5B Dutch Benchmarks

LLME Score: 0.19922
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Falcon2 5.5B Dutch (ssmits/Falcon2-5.5B-Dutch)

Falcon2 5.5B Dutch Parameters and Internals

Model Type 
Text generation
Use Cases 
Areas:
Research, Foundation for specialization and finetuning
Applications:
Text generation, Summarization, Chatbot
Primary Use Cases:
Specialized NLP tasks post-finetuning
Limitations:
Not suitable for unsupported languages
Considerations:
Finetune on specific tasks and assess risks for production.
Supported Languages 
Dutch (High), Other languages (Variable depending on training)
Training Details 
Data Sources:
wikimedia/wikipedia Dutch (nl) subset
Data Volume:
Unknown
Methodology:
Pruned and merged using MergeKit and PruneMe
Safety Evaluation 
Methodologies:
Layer pruning and similarity analysis
Risk Categories:
Bias due to web data
Ethical Considerations:
The model carries typical web data stereotypes.
Responsible Ai Considerations 
Fairness:
Model inherits web data bias and stereotypes.
Transparency:
Trained data and methodologies are disclosed.
Accountability:
Users should handle use responsibly.
Mitigation Strategies:
Finetuning and guardrails suggested for practical use.
Input Output 
Input Format:
Text input
Accepted Modalities:
Text
Output Format:
Generated text
Performance Tips:
Utilize PyTorch 2.0 for optimal results.
LLM NameFalcon2 5.5B Dutch
Repository 🤗https://huggingface.co/ssmits/Falcon2-5.5B-Dutch 
Base Model(s)  Falcon 11B   tiiuae/falcon-11B
Merged ModelYes
Model Size11b
Required VRAM10.9 GB
Updated2024-12-22
Maintainerssmits
Model Typefalcon
Model Files  0.9 GB: 1-of-12   1.0 GB: 2-of-12   0.9 GB: 3-of-12   0.9 GB: 4-of-12   1.0 GB: 5-of-12   0.9 GB: 6-of-12   0.9 GB: 7-of-12   1.0 GB: 8-of-12   0.9 GB: 9-of-12   0.9 GB: 10-of-12   1.0 GB: 11-of-12   0.6 GB: 12-of-12
Supported Languagesnl
Model ArchitectureFalconForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.41.0
Is Biased0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|endoftext|>
Vocabulary Size65024
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than ssmits/Falcon2-5.5B-Dutch.

Rank the Falcon2 5.5B Dutch 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 v20241217
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