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Romulus Mistral Nemo 12B Simpo by axolotl-ai-co

 »  All LLMs  »  axolotl-ai-co  »  Romulus Mistral Nemo 12B Simpo   URL Share it on

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  Autotrain compatible Base model:finetune:winglian/m... Base model:winglian/m12b-20240...   Conversational   Endpoints compatible   Generated from trainer   Mistral   Region:us   Safetensors   Sharded   Tensorboard   Tensorflow
Model Card on HF 🤗: https://huggingface.co/axolotl-ai-co/romulus-mistral-nemo-12b-simpo 

Romulus Mistral Nemo 12B Simpo Benchmarks

MMLU Pro: 27.32
GPQA: 3.8
MUSR: 12.98
BBH: 34.64
IFEval: 60.64 vs 88 (so35)-31.1%
MATH Lvl 5: 0.83
LLME Score: 0.34089
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Romulus Mistral Nemo 12B Simpo (axolotl-ai-co/romulus-mistral-nemo-12b-simpo)

Romulus Mistral Nemo 12B Simpo Parameters and Internals

Use Cases 
Considerations:
More information needed
Additional Notes 
This model is fine-tuned on an unknown dataset.
Training Details 
Data Sources:
princeton-nlp/gemma2-ultrafeedback-armorm
Methodology:
Fine-tuning
Context Length:
8192
Hardware Used:
multi-GPU, 8 devices
LLM NameRomulus Mistral Nemo 12B Simpo
Repository 🤗https://huggingface.co/axolotl-ai-co/romulus-mistral-nemo-12b-simpo 
Base Model(s)  winglian/m12b-20240721-test010   winglian/m12b-20240721-test010
Model Size12b
Required VRAM24.5 GB
Updated2024-12-14
Maintaineraxolotl-ai-co
Model Typemistral
Model Files  4.9 GB: 1-of-5   4.9 GB: 2-of-5   4.9 GB: 3-of-5   4.9 GB: 4-of-5   4.9 GB: 5-of-5
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length1024000
Model Max Length1024000
Transformers Version4.43.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<pad>
Vocabulary Size131072
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than axolotl-ai-co/romulus-mistral-nemo-12b-simpo.

Rank the Romulus Mistral Nemo 12B Simpo Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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