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Falcon2 5.5B Swedish by ssmits

 »  All LLMs  »  ssmits  »  Falcon2 5.5B Swedish   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   Region:us   Safetensors   Sharded   Sv   Tensorflow   Tiiuae/falcon-11b
Model Card on HF 🤗: https://huggingface.co/ssmits/Falcon2-5.5B-Swedish 

Falcon2 5.5B Swedish Benchmarks

LLME Score: 0.18672
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 Swedish (ssmits/Falcon2-5.5B-Swedish)

Falcon2 5.5B Swedish Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Research
Applications:
summarization, text generation, chatbot
Primary Use Cases:
foundation for further specialization and fine-tuning
Limitations:
Does not generalize to languages outside the trained set, bias due to training data reflective of web data
Additional Notes 
Model is an undertrained merge of Falcon-11B, with 50% of layers pruned and plans for additional pre-training in certain languages.
Supported Languages 
sv (present), en (high proficiency), de (some proficiency), es (some proficiency), fr (some proficiency), it (some proficiency), pt (some proficiency), pl (some proficiency), nl (some proficiency), ro (some proficiency), cs (some proficiency)
Training Details 
Data Volume:
5T tokens for base model
Methodology:
Passthrough merge method; pruning using layer similarity analysis with PruneMe
Responsible Ai Considerations 
Accountability:
Accountability not specified
Input Output 
Accepted Modalities:
text
Output Format:
text
Performance Tips:
Fine-tuning is recommended for specific task performance.
LLM NameFalcon2 5.5B Swedish
Repository 🤗https://huggingface.co/ssmits/Falcon2-5.5B-Swedish 
Base Model(s)  Falcon 11B   tiiuae/falcon-11B
Merged ModelYes
Model Size11b
Required VRAM10.9 GB
Updated2025-02-22
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 Languagessv
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 GB31645212
Falcon2 5.5B Multilingual8K / 10.9 GB2144
Falcon2 5.5B Polish8K / 10.9 GB14941
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Falcon2 11B8K / 6.6 GB520
Enron Falcon 11B8K / 7.6 GB141
Falcon2 5.5B Dutch8K / 10.9 GB791
Falcon2 5.5B Italian8K / 10.9 GB640
Falcon2 5.5B German8K / 10.9 GB350
Falcon2 5.5B Czech8K / 10.9 GB280
Note: green Score (e.g. "73.2") means that the model is better than ssmits/Falcon2-5.5B-Swedish.

Rank the Falcon2 5.5B Swedish 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 v20241227
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