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Llama 3 8B Magpie Align V0.1 by Magpie-Align

 »  All LLMs  »  Magpie-Align  »  Llama 3 8B Magpie Align V0.1   URL Share it on

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  Arxiv:2310.01377   Arxiv:2405.14734   Arxiv:2406.08464   Arxiv:2406.12845   Alignment-handbook   Autotrain compatible   Axolotl Base model:finetune:magpie-ali... Base model:magpie-align/llama-...   Conversational Dataset:magpie-align/magpie-pr... Dataset:princeton-nlp/llama3-u...   Dpo   En   Endpoints compatible   Generated from trainer   Llama   Region:us   Safetensors   Sft   Sharded   Tensorboard   Tensorflow   Trl
Model Card on HF 🤗: https://huggingface.co/Magpie-Align/Llama-3-8B-Magpie-Align-v0.1 

Llama 3 8B Magpie Align V0.1 Benchmarks

MMLU Pro: 22.24
GPQA: 3.58
MUSR: 1.92
BBH: 26.29
IFEval: 40.27 vs 88 (so35)-54.2%
MATH Lvl 5: 4.61
LLME Score: 0.27386
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 8B Magpie Align V0.1 (Magpie-Align/Llama-3-8B-Magpie-Align-v0.1)

Llama 3 8B Magpie Align V0.1 Parameters and Internals

Model Type 
Aligned Language Model, Multimodal
Supported Languages 
en (English)
Training Details 
Data Sources:
Magpie-Align/Magpie-Pro-MT-300K-v0.1, princeton-nlp/llama3-ultrafeedback
Data Volume:
300K high-quality instances
Methodology:
Supervised Fine-tuning (SFT) and Direct Preference Optimization (DPO)
Hardware Used:
multi-GPU
Model Architecture:
LlamaForCausalLM
Input Output 
Accepted Modalities:
text
LLM NameLlama 3 8B Magpie Align V0.1
Repository 🤗https://huggingface.co/Magpie-Align/Llama-3-8B-Magpie-Align-v0.1 
Base Model(s)  Magpie-Align/Llama-3-8B-Magpie-Align-SFT-v0.1   Magpie-Align/Llama-3-8B-Magpie-Align-SFT-v0.1
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
MaintainerMagpie-Align
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   0.0 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.41.2
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 Magpie-Align/Llama-3-8B-Magpie-Align-v0.1.

Rank the Llama 3 8B Magpie Align V0.1 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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