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Falcon2 5.5B Czech by ssmits

By ssmits · 8 downloads

Falcon2 5.5B Czech 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   Cs   Custom code   Endpoints compatible   Falcon   Region:us   Safetensors   Sharded   Tensorflow   Tiiuae/falcon-11b

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 πŸ€—https://huggingface.co/ssmits/Falcon2-5.5B-Czech 
Base Model(s)  Falcon 11B   tiiuae/falcon-11B
Merged ModelYes
Model Size11b
Required VRAM10.9 GB
Updated2026-08-04
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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