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Falcon2 5.5B German by ssmits

 »  All LLMs  »  ssmits  »  Falcon2 5.5B German   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   De   Endpoints compatible   Falcon   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/ssmits/Falcon2-5.5B-German 

Falcon2 5.5B German Benchmarks

LLME Score: 0.21327
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 German (ssmits/Falcon2-5.5B-German)

Falcon2 5.5B German Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Research on large language models
Applications:
summarization, text generation, chatbot
Limitations:
Production use without adequate assessment of risks and mitigation, irresponsible or harmful use
Considerations:
Consider finetuning for specific tasks and apply guardrails for production use
Additional Notes 
Falcon LLMs require PyTorch 2.0 for use with transformers!
Supported Languages 
de (German), en (English), es (Spanish), fr (French), it (Italian), pt (Portuguese), pl (Polish), nl (Dutch), ro (Romanian), cs (Czech), sv (Swedish)
Training Details 
Data Sources:
wikimedia/wikipedia German (de) subset
Data Volume:
5 trillion tokens
Methodology:
Pruned 50% of layers, merged models using passthrough method
Model Architecture:
AutoModelForCausalLM with transformers
Input Output 
Accepted Modalities:
text
Performance Tips:
For fast inference, check text generation inference resources.
LLM NameFalcon2 5.5B German
Repository 🤗https://huggingface.co/ssmits/Falcon2-5.5B-German 
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 Languagesde
Model ArchitectureFalconForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.40.2
Is Biased0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|endoftext|>
Vocabulary Size65024
Torch Data Typebfloat16

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Falcon 11B8K / 22.1 GB21564213
Falcon2 5.5B Multilingual8K / 10.9 GB4124
Falcon2 5.5B Polish8K / 10.9 GB21961
Falcon2 11B8K / 6.6 GB180
Enron Falcon 11B8K / 7.6 GB141
Falcon2 5.5B Czech8K / 10.9 GB420
Falcon2 5.5B Portuguese8K / 10.9 GB270
Falcon2 5.5B Spanish8K / 10.9 GB220
Falcon2 5.5B Norwegian8K / 10.9 GB211
Falcon2 5.5B Dutch8K / 10.9 GB291
Note: green Score (e.g. "73.2") means that the model is better than ssmits/Falcon2-5.5B-German.

Rank the Falcon2 5.5B German 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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