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Free Llama3 DPO V0.2 by freewheelin

 »  All LLMs  »  freewheelin  »  Free Llama3 DPO V0.2   URL Share it on

  3539   
  Arxiv:2312.15166   Autotrain compatible   En   Endpoints compatible   Ko   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/freewheelin/free-llama3-dpo-v0.2 

Free Llama3 DPO V0.2 Benchmarks

ARC: 59.9 vs 96.7 (so35)-38.1%
HellaSwag: 81.88 vs 95.3 (gpt4)-14.1%
MMLU: 66.59 vs 88.3 (so35)-24.6%
TruthfulQA: 45.83 vs 59 (gpt4)-22.3%
WinoGrande: 77.27 vs 87.5 (gpt4)-11.7%
GSM8K: 44.66 vs 96.4 (so35)-53.7%
LLME Score: 0.23616
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Free Llama3 DPO V0.2 (freewheelin/free-llama3-dpo-v0.2)

Free Llama3 DPO V0.2 Parameters and Internals

Supported Languages 
ko (: 1), en (: 1)
Training Details 
Methodology:
This model was trained using the learning method introduced in the SOLAR paper.
LLM NameFree Llama3 DPO V0.2
Repository 🤗https://huggingface.co/freewheelin/free-llama3-dpo-v0.2 
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
Maintainerfreewheelin
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 Languagesko en
Model ArchitectureLlamaForCausalLM
Licensemit
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 freewheelin/free-llama3-dpo-v0.2.

Rank the Free Llama3 DPO V0.2 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  
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Release v20241227
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