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Llama 3.1 8B Ultra Instruct by Dampfinchen

 »  All LLMs  »  Dampfinchen  »  Llama 3.1 8B Ultra Instruct   URL Share it on

  3996   
  Merged Model   Arxiv:2306.01708   Arxiv:2311.03099   Autotrain compatible Base model:akjindal53244/llama... Base model:nbeerbower/llama3.1... Base model:nbeerbower/llama3.1... Base model:nousresearch/meta-l... Base model:sao10k/llama-3.1-8b...   Conversational   Endpoints compatible   Instruct   Llama   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Dampfinchen/Llama-3.1-8B-Ultra-Instruct 

Llama 3.1 8B Ultra Instruct Benchmarks

MMLU Pro: 31.4
GPQA: 5.59
MUSR: 8.61
BBH: 32.49
IFEval: 80.81 vs 88 (so35)-8.2%
MATH Lvl 5: 22.05
LLME Score: 0.3391
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 Ultra Instruct (Dampfinchen/Llama-3.1-8B-Ultra-Instruct)

Llama 3.1 8B Ultra Instruct Parameters and Internals

Model Type 
pre-trained, merge
Training Details 
Data Sources:
nbeerbower/llama3.1-gutenberg-8B, akjindal53244/Llama-3.1-Storm-8B, nbeerbower/llama3.1-airoboros3.2-QDT-8B, Sao10K/Llama-3.1-8B-Stheno-v3.4
Methodology:
DARE TIES merge method
Input Output 
Input Format:
Llama 3 Instruct prompt template
LLM NameLlama 3.1 8B Ultra Instruct
Repository 🤗https://huggingface.co/Dampfinchen/Llama-3.1-8B-Ultra-Instruct 
Base Model(s)  nbeerbower/llama3.1-gutenberg-8B   akjindal53244/Llama-3.1-Storm-8B   NousResearch/Meta-Llama-3.1-8B   nbeerbower/llama3.1-airoboros3.2-QDT-8B   Sao10K/Llama-3.1-8B-Stheno-v3.4   nbeerbower/llama3.1-gutenberg-8B   akjindal53244/Llama-3.1-Storm-8B   NousResearch/Meta-Llama-3.1-8B   nbeerbower/llama3.1-airoboros3.2-QDT-8B   Sao10K/Llama-3.1-8B-Stheno-v3.4
Merged ModelYes
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
MaintainerDampfinchen
Model Typellama
Instruction-BasedYes
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
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length131072
Model Max Length131072
Transformers Version4.42.3
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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Rank the Llama 3.1 8B Ultra Instruct 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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