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Llama 3 Instruct 8B SimPO by princeton-nlp

 »  All LLMs  »  princeton-nlp  »  Llama 3 Instruct 8B SimPO   URL Share it on

  1564   
  Arxiv:2405.14734   Autotrain compatible   Conversational   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/princeton-nlp/Llama-3-Instruct-8B-SimPO 

Llama 3 Instruct 8B SimPO Benchmarks

MMLU Pro: 27.66
GPQA: 5.82
MUSR: 8.15
BBH: 26.71
IFEval: 65.04 vs 88 (so35)-26.1%
MATH Lvl 5: 8.61
LLME Score: 0.27191
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 Instruct 8B SimPO (princeton-nlp/Llama-3-Instruct-8B-SimPO)

Llama 3 Instruct 8B SimPO Parameters and Internals

Model Type 
Preference Optimization
LLM NameLlama 3 Instruct 8B SimPO
Repository 🤗https://huggingface.co/princeton-nlp/Llama-3-Instruct-8B-SimPO 
Model Size8b
Required VRAM16.1 GB
Updated2025-05-10
Maintainerprinceton-nlp
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
Context Length8192
Model Max Length8192
Transformers Version4.40.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

Quantized Models of the Llama 3 Instruct 8B SimPO

Model
Likes
Downloads
VRAM
Llama 3 Instruct 8B SimPO GGUF0453 GB
Llama 3 Instruct 8B SimPO GGUF0363 GB

Best Alternatives to Llama 3 Instruct 8B SimPO

Best Alternatives
Context / RAM
Downloads
Likes
...otron 8B UltraLong 4M Instruct4192K / 32.1 GB5597105
UltraLong Thinking4192K / 16.1 GB2632
...a 3.1 8B UltraLong 4M Instruct4192K / 32.1 GB17624
...otron 8B UltraLong 2M Instruct2096K / 32.1 GB143415
...a 3.1 8B UltraLong 2M Instruct2096K / 32.1 GB8759
...otron 8B UltraLong 1M Instruct1048K / 32.1 GB489741
...a 3.1 8B UltraLong 1M Instruct1048K / 32.1 GB138729
....1 1million Ctx Dark Planet 8B1048K / 32.3 GB392
...a 3 8B Instruct Gradient 1048K1024K / 16.1 GB26070679
A4.21024K / 16.1 GB1350
Note: green Score (e.g. "73.2") means that the model is better than princeton-nlp/Llama-3-Instruct-8B-SimPO.

Rank the Llama 3 Instruct 8B SimPO 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  
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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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