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Falcon2 5.5B Polish by ssmits

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

Falcon2 5.5B Polish Benchmarks

LLME Score: 0.23418
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 Polish (ssmits/Falcon2-5.5B-Polish)

Falcon2 5.5B Polish Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Research, Fine-tuning for use cases like summarization, text generation, chatbot
Limitations:
Not suitable for production use without assessment of risks, Requires finetuning for languages other than homepage provided
Additional Notes 
Falcon LLMs require PyTorch 2.0 for use with `transformers`. Users are recommended to fine-tune the model for specific tasks and take precautions for any production use.
Supported Languages 
English (mostly trained), German (mostly trained), Spanish (mostly trained), French (mostly trained), Italian (mostly trained), Portuguese (mostly trained), Polish (mostly trained), Dutch (mostly trained), Romanian (mostly trained), Czech (mostly trained), Swedish (mostly trained)
Training Details 
Data Sources:
wikimedia/wikipedia Polish subset
Methodology:
Passthrough merge method and pruning
LLM NameFalcon2 5.5B Polish
Repository 🤗https://huggingface.co/ssmits/Falcon2-5.5B-Polish 
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 Languagespl
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

Best Alternatives to Falcon2 5.5B Polish

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Context / RAM
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Falcon 11B8K / 22.1 GB21564213
Falcon2 5.5B Multilingual8K / 10.9 GB4124
Falcon2 5.5B German8K / 10.9 GB3980
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-Polish.

Rank the Falcon2 5.5B Polish 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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