LLM EXPLORER 59,420 MODELS INDEXED

Falcon2 5.5B Portuguese by ssmits

By ssmits · 9 downloads
HF Repo ↗ Copy URL

Falcon2 5.5B Portuguese is an open-source language model by ssmits. Features: 11b LLM, VRAM: 10.9GB, Context: 8K, License: apache-2.0, Merged, LLM Explorer Score: 0.12.

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

Falcon2 5.5B Portuguese Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research, foundation for specialization
Applications:
summarization, text generation, chatbot
Limitations:
generalization issues to unsupported languages, biases from web-corpora
Considerations:
Tailor to specific tasks and assessments.
Additional Notes 
This model was part of a merge using mergekit with specific layer configurations.
Supported Languages 
Portuguese (native), English (proficient), German (proficient), Spanish (proficient), French (proficient), Italian (proficient), Polish (proficient), Dutch (proficient), Romanian (proficient), Czech (proficient), Swedish (proficient)
Training Details 
Data Sources:
wikimedia/wikipedia Portuguese subset
Methodology:
continued pre-training and pruning using layer similarity to maintain performance while reducing model size
Safety Evaluation 
Methodologies:
PruneMe layer similarity analysis
Risk Categories:
bias, generalization issues
Responsible Ai Considerations 
Mitigation Strategies:
Fine-tuning and guardrails recommended for production use.
Input Output 
Input Format:
Text
Accepted Modalities:
text
Output Format:
Text
Performance Tips:
Use PyTorch 2.0 for optimal inference with Falcon models
Release Notes 
Notes:
Merged using passthrough method and pruned with PruneMe for optimized performance.
LLM NameFalcon2 5.5B Portuguese
Repository 🤗https://huggingface.co/ssmits/Falcon2-5.5B-Portuguese 
Base Model(s)  Falcon 11B   tiiuae/falcon-11B
Merged ModelYes
Model Size11b
Required VRAM10.9 GB
Updated2026-06-03
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 Languagespt
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 Portuguese

Best Alternatives
Context / RAM
Downloads
Likes
Falcon 11B8K / 22.1 GB4914219
Falcon2 5.5B Multilingual8K / 10.9 GB233
Falcon2 5.5B Polish8K / 10.9 GB16331
Falcon2 11B8K / 6.6 GB60
Enron Falcon 11B8K / 7.6 GB141
Falcon2 5.5B Spanish8K / 10.9 GB100
Falcon2 5.5B Czech8K / 10.9 GB80
Falcon2 5.5B Swedish8K / 10.9 GB110
Falcon2 5.5B Romanian8K / 10.9 GB52
Falcon2 5.5B Norwegian8K / 10.9 GB61
Note: green Score (e.g. "73.2") means that the model is better than ssmits/Falcon2-5.5B-Portuguese.