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Falcon2 5.5B Czech by ssmits

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

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

Falcon2 5.5B Czech Benchmarks

LLME Score: 0.20048
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 Czech (ssmits/Falcon2-5.5B-Czech)

Falcon2 5.5B Czech Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research
Applications:
text generation, summarization, chatbot
Limitations:
Does not generalize well to languages other than those it was trained on
Considerations:
Finetuning is recommended for specific tasks.
Additional Notes 
Prune 50% of the layers based on layer similarity analysis for reduced size.
Supported Languages 
en (mostly trained), de (also trained), es (also trained), fr (also trained), it (also trained), pt (also trained), pl (also trained), nl (also trained), ro (also trained), cs (also trained), sv (also trained)
Training Details 
Data Volume:
5T tokens
Methodology:
pruning and passthrough merging
Model Architecture:
Falcon LLMs require PyTorch 2.0 for use with transformers
Responsible Ai Considerations 
Mitigation Strategies:
Guardrails and precautions are recommended for any production use.
Input Output 
Input Format:
text input
Accepted Modalities:
text
Output Format:
text generation
Performance Tips:
Utilize PyTorch 2.0 for efficient inference.
LLM NameFalcon2 5.5B Czech
Repository 🤗https://huggingface.co/ssmits/Falcon2-5.5B-Czech 
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 Languagescs
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 5.5B German8K / 10.9 GB3980
Falcon2 11B8K / 6.6 GB180
Enron Falcon 11B8K / 7.6 GB141
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-Czech.

Rank the Falcon2 5.5B Czech 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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