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Falcon2 5.5B French by ssmits

 »  All LLMs  »  ssmits  »  Falcon2 5.5B French   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   Fr   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/ssmits/Falcon2-5.5B-French 

Falcon2 5.5B French Benchmarks

LLME Score: 0.18691
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 French (ssmits/Falcon2-5.5B-French)

Falcon2 5.5B French Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Research on large language models
Applications:
Summarization, Text generation, Chatbot
Limitations:
Does not generalize well to languages not covered in training
Considerations:
Finetuning and risk assessment for production use
Additional Notes 
Falcon models require PyTorch 2.0 for use. Text Generation Inference is recommended for faster inference.
Supported Languages 
French (Primary), English (Secondary), German (Secondary), Spanish (Secondary), Italian (Secondary), Portuguese (Secondary), Polish (Secondary), Dutch (Secondary), Romanian (Secondary), Czech (Secondary), Swedish (Secondary)
Training Details 
Data Sources:
wikimedia/wikipedia French subset
Data Volume:
5T tokens (Falcon-11B), ~1B continued pre-training
Methodology:
Passthrough merge, PruneMe
Model Architecture:
Layer range based pruning and merging
Input Output 
Performance Tips:
For fast inference, use Text Generation Inference library.
LLM NameFalcon2 5.5B French
Repository 🤗https://huggingface.co/ssmits/Falcon2-5.5B-French 
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 Languagesfr
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 French

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Context / RAM
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Falcon 11B8K / 22.1 GB31645212
Falcon2 5.5B Multilingual8K / 10.9 GB2144
Falcon2 5.5B Polish8K / 10.9 GB14941
Falcon2 5.5B Portuguese8K / 10.9 GB2040
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-French.

Rank the Falcon2 5.5B French 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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