Merged DPO Model by Veture

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  Merged Model   Arxiv:1910.09700   Autotrain compatible   Bloom   Endpoints compatible   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF ๐Ÿค—: https://huggingface.co/Veture/merged_dpo_model 

Merged DPO Model Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Merged DPO Model (Veture/merged_dpo_model)

Merged DPO Model Parameters and Internals

LLM NameMerged DPO Model
Repository ๐Ÿค—https://huggingface.co/Veture/merged_dpo_model 
Merged ModelYes
Model Size1.7b
Required VRAM6.8 GB
Updated2024-12-22
MaintainerVeture
Model Typebloom
Model Files  4.9 GB: 1-of-2   1.9 GB: 2-of-2
Model ArchitectureBloomForCausalLM
Transformers Version4.42.0.dev0
Tokenizer ClassBloomTokenizer
Padding Token<pad>
Vocabulary Size250880
Torch Data Typefloat32

Best Alternatives to Merged DPO Model

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Bloom200K / 3.4 GB190
Mnlp DPO Model Bloom0K / 6.8 GB120
Bloom 1b70K / 3.4 GB72227119
Aira 2 Portuguese 1B70K / 0 GB822
Bloomz 1b70K / 3.4 GB212623
Bloom 1b7 Intermediate0K / 3.4 GB280
Bloom 1b7 8bit0K / 2.2 GB5606

Rank the Merged DPO Model 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 v20241217