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DPOpenHermes 7B V2 GGUF by TheBloke

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Base model:openaccess-ai-colle... Base model:quantized:openacces...   Conversational Dataset:allenai/ultrafeedback ...   Dataset:intel/orca dpo pairs   Dataset:teknium/openhermes   En   Gguf   Mistral   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/TheBloke/DPOpenHermes-7B-v2-GGUF 

DPOpenHermes 7B V2 GGUF Benchmarks

LLME Score: 0.15183
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
DPOpenHermes 7B V2 GGUF (TheBloke/DPOpenHermes-7B-v2-GGUF)

DPOpenHermes 7B V2 GGUF Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
research, commercial applications
Additional Notes 
DPOpenHermes uses ChatML, a prompt format enabling structured interaction over multiple turns, making it compatible with OpenAI endpoints.
Supported Languages 
en (English)
Training Details 
Data Sources:
teknium/openhermes, allenai/ultrafeedback_binarized_cleaned, Intel/orca_dpo_pairs
Methodology:
This is a second RL fine-tuned model using Intel/orca_dpo_pairs and allenai/ultrafeedback_binarized_cleaned preference datasets for reinforcement learning using Direct Preference Optimization (DPO). Trained using 16-bit LoRA.
Training Time:
~13 hours for 1.0 epochs of the dataset.
Hardware Used:
single H100 80GB hosted on RunPod
Model Architecture:
Based on OpenHermes-2.5-Mistral-7B
Input Output 
Input Format:
ChatML
Accepted Modalities:
text
Output Format:
text
LLM NameDPOpenHermes 7B V2 GGUF
Repository 🤗https://huggingface.co/TheBloke/DPOpenHermes-7B-v2-GGUF 
Model NameDPOpenHermes 7B v2
Model CreatorOpen Access AI Collective
Base Model(s)  DPOpenHermes 7B V2   openaccess-ai-collective/DPOpenHermes-7B-v2
Model Size7b
Required VRAM3.1 GB
Updated2025-03-13
MaintainerTheBloke
Model Typemistral
Model Files  3.1 GB   3.8 GB   3.5 GB   3.2 GB   4.1 GB   4.4 GB   4.1 GB   5.0 GB   5.1 GB   5.0 GB   5.9 GB   7.7 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureAutoModel
Licenseapache-2.0

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/DPOpenHermes-7B-v2-GGUF.

Rank the DPOpenHermes 7B V2 GGUF 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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