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SFR Iterative DPO LLaMA 3 8B R GGUF by sirovub

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  Arxiv:2312.11456   Arxiv:2405.07863   Autotrain compatible   Conversational   Endpoints compatible   Gguf   Llama   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/sirovub/SFR-Iterative-DPO-LLaMA-3-8B-R-GGUF 

SFR Iterative DPO LLaMA 3 8B R GGUF Benchmarks

LLME Score: 0.18863
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
SFR Iterative DPO LLaMA 3 8B R GGUF (sirovub/SFR-Iterative-DPO-LLaMA-3-8B-R-GGUF)

SFR Iterative DPO LLaMA 3 8B R GGUF Parameters and Internals

Model Type 
text generation
Additional Notes 
SFR-Iterative-DPO-LLaMA-3-8B-R is a research model developed as part of our RLHF initiative at Salesforce. While safety and ethical considerations are integral to our alignment process, there remains the possibility that the model could generate offensive or unethical content, particularly under adversarial conditions.
Training Details 
Data Sources:
open-sourced datasets
Methodology:
Iterative DPO
LLM NameSFR Iterative DPO LLaMA 3 8B R GGUF
Repository 🤗https://huggingface.co/sirovub/SFR-Iterative-DPO-LLaMA-3-8B-R-GGUF 
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
Maintainersirovub
Model Typellama
Model Files  16.1 GB   5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.39.3
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than sirovub/SFR-Iterative-DPO-LLaMA-3-8B-R-GGUF.

Rank the SFR Iterative DPO LLaMA 3 8B R 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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