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Llama 3.1 8B Magpie Align SFT V0.1 by Magpie-Align

 »  All LLMs  »  Magpie-Align  »  Llama 3.1 8B Magpie Align SFT V0.1   URL Share it on

  3981   
  Arxiv:2406.08464   Autotrain compatible   Axolotl Base model:finetune:meta-llama... Base model:meta-llama/llama-3....   Conversational Dataset:magpie-align/magpie-pr... Dataset:magpie-align/magpie-re...   En   Endpoints compatible   Generated from trainer   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Magpie-Align/Llama-3.1-8B-Magpie-Align-SFT-v0.1 

Llama 3.1 8B Magpie Align SFT V0.1 Benchmarks

MMLU Pro: 21.59
GPQA: 1.45
MUSR: 1.87
BBH: 26.14
IFEval: 47.82 vs 88 (so35)-45.7%
MATH Lvl 5: 8.99
LLME Score: 0.30435
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3.1 8B Magpie Align SFT V0.1 (Magpie-Align/Llama-3.1-8B-Magpie-Align-SFT-v0.1)

Llama 3.1 8B Magpie Align SFT V0.1 Parameters and Internals

Model Type 
Fine-Tuned Model, Text Generation
Additional Notes 
Managed through Axolotl platform version 0.4.1.
Supported Languages 
language (English), proficiency (unknown)
Training Details 
Data Sources:
Magpie-Align/Magpie-Pro-MT-300K-v0.1, Magpie-Align/Magpie-Reasoning-150K
Data Volume:
4 million instructions
Methodology:
Fine-tuning
Context Length:
8192
Hardware Used:
multi-GPU, 8 devices
Model Architecture:
LlamaForCausalLM
Input Output 
Input Format:
Llama 3 official chat template
Accepted Modalities:
text
Output Format:
text
Performance Tips:
Use Llama 3 official chat template for best performance.
LLM NameLlama 3.1 8B Magpie Align SFT V0.1
Repository 🤗https://huggingface.co/Magpie-Align/Llama-3.1-8B-Magpie-Align-SFT-v0.1 
Base Model(s)  meta-llama/Meta-Llama-3.1-8B   meta-llama/Meta-Llama-3.1-8B
Model Size8b
Required VRAM16.1 GB
Updated2025-01-24
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   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
Licensellama3.1
Context Length131072
Model Max Length131072
Transformers Version4.43.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128259
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Magpie-Align/Llama-3.1-8B-Magpie-Align-SFT-v0.1.

Rank the Llama 3.1 8B Magpie Align SFT 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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Release v20241227
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