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Penny5 Dolphin Einstein Llama3 Dare Ties Chatml by giannisan

 »  All LLMs  »  giannisan  »  Penny5 Dolphin Einstein Llama3 Dare Ties Chatml   URL Share it on

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  Arxiv:1910.09700   Arxiv:2306.01708   Arxiv:2311.03099   Autotrain compatible   Conversational   En   Endpoints compatible   Llama   Llama-factory   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/giannisan/penny5-dolphin-einstein-llama3-dare-ties-chatml 

Penny5 Dolphin Einstein Llama3 Dare Ties Chatml Benchmarks

ARC: 61.01 vs 96.7 (so35)-36.9%
HellaSwag: 82.5 vs 95.3 (gpt4)-13.4%
MMLU: 64.48 vs 88.3 (so35)-27%
TruthfulQA: 50.73 vs 59 (gpt4)-14%
WinoGrande: 74.11 vs 87.5 (gpt4)-15.3%
GSM8K: 67.48 vs 96.4 (so35)-30%
LLME Score: 0.20102
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Penny5 Dolphin Einstein Llama3 Dare Ties Chatml (giannisan/penny5-dolphin-einstein-llama3-dare-ties-chatml)

Penny5 Dolphin Einstein Llama3 Dare Ties Chatml Parameters and Internals

Model Type 
Text Generation, NLP
Additional Notes 
Fine-tune model based on LLaMA-3 using the DARE and TIES method.
Supported Languages 
English (NLP primary language)
Training Details 
Methodology:
Fine-tuned using DARE and TIES merge method with PENNY dataset
Training Time:
2 hours on Nvidia RTX A100
Hardware Used:
Nvidia RTX A100
Model Architecture:
Merged model using DARE and TIES method
LLM NamePenny5 Dolphin Einstein Llama3 Dare Ties Chatml
Repository 🤗https://huggingface.co/giannisan/penny5-dolphin-einstein-llama3-dare-ties-chatml 
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
Maintainergiannisan
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
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128258
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than giannisan/penny5-dolphin-einstein-llama3-dare-ties-chatml.

Rank the Penny5 Dolphin Einstein Llama3 Dare Ties Chatml 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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