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DPO 3 10K by ksw1

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  Autotrain compatible Base model:finetune:ksw1/llama... Base model:ksw1/llama-3-8b-sle...   Conversational   Dpo   En   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/ksw1/DPO-3-10k 

DPO 3 10K Benchmarks

LLME Score: 0.19074
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
DPO 3 10K (ksw1/DPO-3-10k)

DPO 3 10K Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, llama, trl, dpo
Supported Languages 
en (Proficient)
Training Details 
Data Sources:
ksw1/cs224n-dpo-3
Methodology:
This llama model was trained 2x faster with Unsloth and Huggingface's TRL library.
LLM NameDPO 3 10K
Repository 🤗https://huggingface.co/ksw1/DPO-3-10k 
Base Model(s)  Llama 3 8B Sleeper Agent   ksw1/llama-3-8b-sleeper-agent
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
Maintainerksw1
Model Typellama
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.41.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than ksw1/DPO-3-10k.

Rank the DPO 3 10K 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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Release v20241227
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