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Tulu 2 DPO 13B ExPO by chujiezheng

 »  All LLMs  »  chujiezheng  »  Tulu 2 DPO 13B ExPO   URL Share it on

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  Arxiv:2404.16792   Autotrain compatible   Conversational   En   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/chujiezheng/tulu-2-dpo-13b-ExPO 

Tulu 2 DPO 13B ExPO Benchmarks

LLME Score: 0.19139
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Tulu 2 DPO 13B ExPO (chujiezheng/tulu-2-dpo-13b-ExPO)

Tulu 2 DPO 13B ExPO Parameters and Internals

Model Type 
text generation
Additional Notes 
Obtained by ExPO technique to align better with human preference.
Supported Languages 
en (high)
Training Details 
Methodology:
Extrapolation with alpha=0.5 from the weights of the SFT and DPO/RLHF checkpoints.
LLM NameTulu 2 DPO 13B ExPO
Repository 🤗https://huggingface.co/chujiezheng/tulu-2-dpo-13b-ExPO 
Model Size13b
Required VRAM26 GB
Updated2025-02-22
Maintainerchujiezheng
Model Typellama
Model Files  5.0 GB: 1-of-6   5.0 GB: 2-of-6   5.0 GB: 3-of-6   4.9 GB: 4-of-6   4.9 GB: 5-of-6   1.2 GB: 6-of-6
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.40.1
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

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Rank the Tulu 2 DPO 13B ExPO 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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