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Suzume Llama 3 8B Multilingual Orpo Borda Top25 by lightblue

 »  All LLMs  »  lightblue  »  Suzume Llama 3 8B Multilingual Orpo Borda Top25   URL Share it on

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  Arxiv:2405.18952   Autotrain compatible Base model:finetune:lightblue/... Base model:lightblue/suzume-ll...   Conversational   Endpoints compatible   Generated from trainer   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/lightblue/suzume-llama-3-8B-multilingual-orpo-borda-top25 

Suzume Llama 3 8B Multilingual Orpo Borda Top25 Benchmarks

MMLU Pro: 29.83
GPQA: 3.02
MUSR: 4.81
BBH: 27.67
IFEval: 66.37 vs 88 (so35)-24.6%
MATH Lvl 5: 9.52
LLME Score: 0.31347
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Suzume Llama 3 8B Multilingual Orpo Borda Top25 (lightblue/suzume-llama-3-8B-multilingual-orpo-borda-top25)

Suzume Llama 3 8B Multilingual Orpo Borda Top25 Parameters and Internals

Model Type 
LlamaForCausalLM
Additional Notes 
Non-commercial license due to data generation process.
Supported Languages 
Chinese (Intermediate), English (Intermediate), French (Intermediate), German (Intermediate), Japanese (Intermediate), Russian (Intermediate)
Training Details 
Data Sources:
lightblue/mitsu_full_borda
Methodology:
ORPO (Optimized Ranking and Preference Optimization)
Context Length:
8192
Hardware Used:
4 GPUs
Input Output 
Accepted Modalities:
text
Release Notes 
Version:
Mitsu top25 Borda
Notes:
Trained on top/bottom responses of 25% most consistently ranked responses.
LLM NameSuzume Llama 3 8B Multilingual Orpo Borda Top25
Repository 🤗https://huggingface.co/lightblue/suzume-llama-3-8B-multilingual-orpo-borda-top25 
Base Model(s)  Suzume Llama 3 8B Multilingual   lightblue/suzume-llama-3-8B-multilingual
Model Size8b
Required VRAM16.1 GB
Updated2024-12-26
Maintainerlightblue
Model Typellama
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
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-4.0
Context Length8192
Model Max Length8192
Transformers Version4.38.2
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than lightblue/suzume-llama-3-8B-multilingual-orpo-borda-top25.

Rank the Suzume Llama 3 8B Multilingual Orpo Borda Top25 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  
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Multi-Language Support and Translation  

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Release v20241227
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