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CSTinyLlama 1.2B by BUT-FIT

 »  All LLMs  »  BUT-FIT  »  CSTinyLlama 1.2B   URL Share it on

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  Autotrain compatible   Cs Dataset:but-fit/adult content ...   Dataset:but-fit/but-lcc   Endpoints compatible   Llama   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/BUT-FIT/CSTinyLlama-1.2B 

CSTinyLlama 1.2B Benchmarks

LLME Score: 0.17365
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CSTinyLlama 1.2B (BUT-FIT/CSTinyLlama-1.2B)

CSTinyLlama 1.2B Parameters and Internals

Model Type 
language model, text generation
Additional Notes 
This model is primarily for Czech language processing and includes a tokenizer built with a vocabulary swap method.
Supported Languages 
cs (high)
Training Details 
Data Sources:
BUT-FIT/BUT-LCC, BUT-FIT/adult_content_classifier_dataset
Data Volume:
168 billion tokens
Methodology:
Continuously pretrained using a vocabulary swap method
Context Length:
2048
Hardware Used:
Karolina cluster
Model Architecture:
Derived from TinyLlama-2.5T
Input Output 
Accepted Modalities:
text
Output Format:
text
LLM NameCSTinyLlama 1.2B
Repository 🤗https://huggingface.co/BUT-FIT/CSTinyLlama-1.2B 
Model Size1.2b
Required VRAM4.9 GB
Updated2025-03-14
MaintainerBUT-FIT
Model Typellama
Model Files  4.9 GB
Supported Languagescs
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.37.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token[EOS]
Vocabulary Size64002
Torch Data Typefloat32

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Context / RAM
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Tini Llama Full2K / 4.9 GB120
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Cutie GPTQ4K / 4.2 GB90
Note: green Score (e.g. "73.2") means that the model is better than BUT-FIT/CSTinyLlama-1.2B.

Rank the CSTinyLlama 1.2B Capabilities

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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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