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Gemma 2 9B It SimPO by princeton-nlp

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  21366   
  Arxiv:2310.01377   Arxiv:2405.14734   Arxiv:2406.12845   Alignment-handbook   Autotrain compatible Base model:finetune:google/gem... Base model:google/gemma-2-9b-i...   Conversational Dataset:princeton-nlp/gemma2-u...   Endpoints compatible   Gemma2   Generated from trainer   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/princeton-nlp/gemma-2-9b-it-SimPO 

Gemma 2 9B It SimPO Benchmarks

LMSys ELO: 1216 vs 1272 (so35)-4.4%
MMLU Pro: 33.06
GPQA: 11.41
MUSR: 10.34
BBH: 40.09
IFEval: 32.07 vs 88 (so35)-63.6%
MATH Lvl 5: 7.1
LLME Score: 0.46305
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gemma 2 9B It SimPO (princeton-nlp/gemma-2-9b-it-SimPO)

Gemma 2 9B It SimPO Parameters and Internals

Model Type 
Causal Language Model
Training Details 
Data Sources:
princeton-nlp/gemma2-ultrafeedback-armorm
Methodology:
SimPO training objective
Training Time:
Around 100 mins on 8xH100 GPUs
Hardware Used:
8xH100 GPUs
Model Architecture:
Based on google/gemma-2-9b-it
LLM NameGemma 2 9B It SimPO
Repository 🤗https://huggingface.co/princeton-nlp/gemma-2-9b-it-SimPO 
Base Model(s)  Gemma 2 9B It   google/gemma-2-9b-it
Model Size9b
Required VRAM18.6 GB
Updated2025-03-12
Maintainerprinceton-nlp
Model Typegemma2
Model Files  4.9 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   3.7 GB: 4-of-4   0.0 GB
Model ArchitectureGemma2ForCausalLM
Licensemit
Context Length8192
Model Max Length8192
Transformers Version4.42.4
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16

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Release v20241227
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