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Lyra Gutenberg Mistral Nemo 12B by nbeerbower

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  Autotrain compatible Base model:finetune:sao10k/mn-... Base model:sao10k/mn-12b-lyra-... Dataset:jondurbin/gutenberg-dp...   Endpoints compatible   Mistral   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/nbeerbower/Lyra-Gutenberg-mistral-nemo-12B 

Lyra Gutenberg Mistral Nemo 12B Benchmarks

MMLU Pro: 29.2
GPQA: 11.19
MUSR: 14.76
BBH: 36.99
IFEval: 34.95 vs 88 (so35)-60.3%
MATH Lvl 5: 9.14
LLME Score: 0.30366
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Lyra Gutenberg Mistral Nemo 12B (nbeerbower/Lyra-Gutenberg-mistral-nemo-12B)

Lyra Gutenberg Mistral Nemo 12B Parameters and Internals

Training Details 
Data Sources:
jondurbin/gutenberg-dpo-v0.1
Methodology:
Finetuned using an A100 on Google Colab for 3 epochs. [Fine-tune Llama 3 with ORPO](https://mlabonne.github.io/blog/posts/2024-04-19_Fine_tune_Llama_3_with_ORPO.html)
Hardware Used:
A100 on Google Colab
LLM NameLyra Gutenberg Mistral Nemo 12B
Repository 🤗https://huggingface.co/nbeerbower/Lyra-Gutenberg-mistral-nemo-12B 
Base Model(s)  MN 12B Lyra V1   Sao10K/MN-12B-Lyra-v1
Model Size12b
Required VRAM24.5 GB
Updated2024-12-21
Maintainernbeerbower
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
Licensecc-by-nc-4.0
Context Length1024000
Model Max Length1024000
Transformers Version4.44.2
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/Lyra-Gutenberg-mistral-nemo-12B.

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Release v20241217
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