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Llammas by tartuNLP

 »  All LLMs  »  tartuNLP  »  Llammas   URL Share it on

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  Arxiv:2404.04042   Autotrain compatible Base model:finetune:tartunlp/l... Base model:tartunlp/llammas-ba...   Conversational   En   Endpoints compatible   Et   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/tartuNLP/Llammas 

Llammas Benchmarks

LLME Score: 0.15526
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llammas (tartuNLP/Llammas)

Llammas Parameters and Internals

Model Type 
instruction-tuned, text-generation, conversational
Additional Notes 
It is the first open-source instruction-following LLM for Estonian.
Supported Languages 
Estonian (high proficiency), English (high proficiency)
Training Details 
Data Sources:
CulturaX, Alpaca-cleaned, Alpaca-est, OASST1 top-1 English conversations, CoT, FLAN-V2, WMT18 English-Estonian translation development data, general MTee validation English-Estonian held-out data
Data Volume:
5B tokens
Methodology:
Continued pre-training and instruction-tuning
Model Architecture:
LLama-based architecture
Input Output 
Input Format:
Conversational format with roles for user and assistant
Accepted Modalities:
text
Output Format:
Generated text based on conversation history
Performance Tips:
Recommended to use with transformers version 4.36.2 for best output
LLM NameLlammas
Repository 🤗https://huggingface.co/tartuNLP/Llammas 
Base Model(s)  Llammas Base   tartuNLP/Llammas-base
Model Size6.7b
Required VRAM13.5 GB
Updated2025-02-22
MaintainertartuNLP
Model Typellama
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2   10.0 GB: 1-of-2   3.5 GB: 2-of-2
Supported Languageset en
Model ArchitectureLlamaForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.34.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than tartuNLP/Llammas.

Rank the Llammas 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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