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Llama 3.1 Tulu 3 8B DPO by allenai

 »  All LLMs  »  allenai  »  Llama 3.1 Tulu 3 8B DPO   URL Share it on

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  Arxiv:2411.15124   Autotrain compatible Base model:allenai/llama-3.1-t... Base model:finetune:allenai/ll...   Conversational Dataset:allenai/llama-3.1-tulu...   En   Endpoints compatible   Llama   Pytorch   Region:us   Safetensors   Sharded
Model Card on HF 🤗: https://huggingface.co/allenai/Llama-3.1-Tulu-3-8B-DPO 

Llama 3.1 Tulu 3 8B DPO Benchmarks

MMLU Pro: 21.09
GPQA: 5.82
MUSR: 10.52
BBH: 17.43
IFEval: 80.29 vs 88 (so35)-8.8%
MATH Lvl 5: 18.58
LLME Score: 0.42121
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3.1 Tulu 3 8B DPO (allenai/Llama-3.1-Tulu-3-8B-DPO)

Llama 3.1 Tulu 3 8B DPO Parameters and Internals

Model Type 
Instruction following
Use Cases 
Areas:
Research, Education
Supported Languages 
en (Primary)
Training Details 
Data Sources:
Publicly available datasets, Synthetic datasets, Human-created datasets
Context Length:
2048
LLM NameLlama 3.1 Tulu 3 8B DPO
Repository 🤗https://huggingface.co/allenai/Llama-3.1-Tulu-3-8B-DPO 
Base Model(s)  allenai/Llama-3.1-Tulu-3-8B-SFT   allenai/Llama-3.1-Tulu-3-8B-SFT
Model Size8b
Required VRAM16.1 GB
Updated2024-12-26
Maintainerallenai
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
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3.1
Context Length131072
Model Max Length131072
Transformers Version4.43.4
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<pad>
Vocabulary Size128264
Torch Data Typebfloat16

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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 v20241217
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