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Tulu 2 DPO 70B GGUF by TheBloke

 »  All LLMs  »  TheBloke  »  Tulu 2 DPO 70B GGUF   URL Share it on

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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-70B-GGUF 

Tulu 2 DPO 70B GGUF Benchmarks

LLME Score: 0.15054
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 70B GGUF (TheBloke/tulu-2-dpo-70B-GGUF)

Tulu 2 DPO 70B GGUF Parameters and Internals

Model Type 
llama
Use Cases 
Areas:
research, commercial applications
Applications:
instruction tuning, chat applications
Limitations:
not aligned for safe completions, potential for problematic outputs
Considerations:
Model may produce unsafe or biased outputs.
Additional Notes 
The model uses the GGUF format, succeeding GGML, for improved compatibility and performance in various UIs and libraries. Compatibility with llama.cpp and multiple third-party tools enhances usability across platforms.
Supported Languages 
en (Primary)
Training Details 
Data Sources:
publicly available datasets, synthetic datasets, human datasets, filtered Tulu V2 mix dataset, openbmb/UltraFeedback
Data Volume:
64k prompts in UltraFeedback dataset
Methodology:
Direct Preference Optimization (DPO)
Model Architecture:
Fine-tuned Llama 2
Input Output 
Input Format:
<|user|> {prompt} <|assistant|>
Accepted Modalities:
text
Output Format:
Text response modeling after assistant
Performance Tips:
Include a newline after <|assistant|> for optimal generation.
LLM NameTulu 2 DPO 70B GGUF
Repository 🤗https://huggingface.co/TheBloke/tulu-2-dpo-70B-GGUF 
Model NameTulu 2 DPO 70B
Model CreatorAllen Institute for AI
Base Model(s)  Tulu 2 DPO 70B   allenai/tulu-2-dpo-70b
Model Size70b
Required VRAM29.3 GB
Updated2025-02-05
MaintainerTheBloke
Model Typellama
Model Files  29.3 GB   36.1 GB   33.2 GB   29.9 GB   38.9 GB   41.4 GB   39.1 GB   47.5 GB   48.8 GB   47.5 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-70B-GGUF.

Rank the Tulu 2 DPO 70B 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  
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Release v20241227
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