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Mistral Nemo Bophades 12B by nbeerbower

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  Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mistral-n...   Conversational Dataset:jondurbin/truthy-dpo-v...   Dataset:kyujinpy/orca math dpo   Endpoints compatible   Instruct   Mistral   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/nbeerbower/mistral-nemo-bophades-12B 

Mistral Nemo Bophades 12B Benchmarks

MMLU Pro: 27.79
GPQA: 4.7
MUSR: 12.09
BBH: 29.54
IFEval: 67.94 vs 88 (so35)-22.8%
MATH Lvl 5: 7.02
LLME Score: 0.30101
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral Nemo Bophades 12B (nbeerbower/mistral-nemo-bophades-12B)

Mistral Nemo Bophades 12B Parameters and Internals

Training Details 
Data Sources:
jondurbin/truthy-dpo-v0.1, kyujinpy/orca_math_dpo
Methodology:
Finetuned using an A100 on Google Colab for 1 epoch
LLM NameMistral Nemo Bophades 12B
Repository 🤗https://huggingface.co/nbeerbower/mistral-nemo-bophades-12B 
Base Model(s)  Mistral Nemo Instruct 2407   mistralai/Mistral-Nemo-Instruct-2407
Model Size12b
Required VRAM24.5 GB
Updated2024-12-21
Maintainernbeerbower
Model Typemistral
Instruction-BasedYes
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 Version4.44.0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size131072
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than nbeerbower/mistral-nemo-bophades-12B.

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Release v20241217
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