Romulus Cpt Llama 3.1 8B V0.1 by louisbrulenaudet

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  Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/llama-3.... Dataset:louisbrulenaudet/romul...   Droit   Endpoints compatible   Fr   Instruct   Law   Llama   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth

Romulus Cpt Llama 3.1 8B V0.1 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Romulus Cpt Llama 3.1 8B V0.1 (louisbrulenaudet/Romulus-cpt-Llama-3.1-8B-v0.1)

Romulus Cpt Llama 3.1 8B V0.1 Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
law, droit
Limitations:
Not aligned for usable text production; requires fine-tuning
Additional Notes 
The model is not currently fine-tuned for specific tasks and may require additional fine-tuning.
Supported Languages 
fr (high)
Training Details 
Data Sources:
louisbrulenaudet/Romulus-cpt-fr
Data Volume:
34,864,949 tokens
Methodology:
Continual pre-training
Context Length:
4096
Hardware Used:
Nvidia H100 Azure EST US instance
Model Architecture:
Meta-Llama 3.1-based with LoRA adapters
Input Output 
Input Format:
Prompts formatted with references and text
Accepted Modalities:
text
Output Format:
Text generation
LLM NameRomulus Cpt Llama 3.1 8B V0.1
Repository ๐Ÿค—https://huggingface.co/louisbrulenaudet/Romulus-cpt-Llama-3.1-8B-v0.1 
Base Model(s)  meta-llama/Meta-Llama-3.1-8B-Instruct   meta-llama/Meta-Llama-3.1-8B-Instruct
Model Size8b
Required VRAM16.1 GB
Updated2025-01-20
Maintainerlouisbrulenaudet
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesfr
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length131072
Model Max Length131072
Transformers Version4.44.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_247|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than louisbrulenaudet/Romulus-cpt-Llama-3.1-8B-v0.1.

Rank the Romulus Cpt Llama 3.1 8B V0.1 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227