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Tulu 2 DPO 13B GGUF by TheBloke

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  Arxiv:2305.18290   Arxiv:2311.10702 Base model:allenai/tulu-2-dpo-... Base model:quantized:allenai/t... Dataset:allenai/tulu-v2-sft-mi... Dataset:huggingfaceh4/ultrafee...   En   Gguf   Llama   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/TheBloke/tulu-2-dpo-13B-GGUF 

Tulu 2 DPO 13B GGUF Benchmarks

LLME Score: 0.14769
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 GGUF (TheBloke/tulu-2-dpo-13B-GGUF)

Tulu 2 DPO 13B GGUF Parameters and Internals

Model Type 
llama
Use Cases 
Areas:
Instruction-based, RLHF tuned chat models
Limitations:
Model can produce problematic outputs if not filtered
Considerations:
Model trained on diverse range of human-created instructions and synthetic dialogues
Additional Notes 
Quantized by TheBloke with additional support sources
Supported Languages 
en ()
Training Details 
Data Sources:
HuggingFaceH4/ultrafeedback_binarized, allenai/tulu-v2-sft-mixture
Methodology:
Direct Preference Optimization (DPO)
Model Architecture:
Llama 2
Input Output 
Input Format:
<|user|> {prompt} <|assistant|>
Accepted Modalities:
text
Performance Tips:
Include newline after <|assistant|> for better generation quality
LLM NameTulu 2 DPO 13B GGUF
Repository 🤗https://huggingface.co/TheBloke/tulu-2-dpo-13B-GGUF 
Model NameTulu 2 DPO 13B
Model CreatorAllen Institute for AI
Base Model(s)  Tulu 2 DPO 13B   allenai/tulu-2-dpo-13b
Model Size13b
Required VRAM5.4 GB
Updated2025-02-22
MaintainerTheBloke
Model Typellama
Model Files  5.4 GB   6.9 GB   6.3 GB   5.7 GB   7.4 GB   7.9 GB   7.4 GB   9.0 GB   9.2 GB   9.0 GB   10.7 GB   13.8 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureAutoModel
Licenseother

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/tulu-2-dpo-13B-GGUF.

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Instruction Following and Task Automation  
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