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Pantheon RP 1.5 12B Nemo by Gryphe

 »  All LLMs  »  Gryphe  »  Pantheon RP 1.5 12B Nemo   URL Share it on

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  Autotrain compatible   Axolotl Base model:finetune:mistralai/... Base model:mistralai/mistral-n...   Chatml   Conversational   En   Endpoints compatible   Finetuned   Instruct   Mistral   Pytorch   Region:us   Roleplay   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Gryphe/Pantheon-RP-1.5-12b-Nemo 

Pantheon RP 1.5 12B Nemo Benchmarks

MMLU Pro: 25.58
GPQA: 3.02
MUSR: 15.05
BBH: 31.75
IFEval: 47.63 vs 88 (so35)-45.9%
MATH Lvl 5: 4.83
LLME Score: 0.29253
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Pantheon RP 1.5 12B Nemo (Gryphe/Pantheon-RP-1.5-12b-Nemo)

Pantheon RP 1.5 12B Nemo Parameters and Internals

Model Type 
instruct, finetune, chatml, axolotl, roleplay
Additional Notes 
Pantheon is trained for varied personas with focus on roleplay. Quantized versions of the model are available.
Supported Languages 
en (English)
Training Details 
Data Sources:
Deduped Sonnet 3.5 SlimOrca dataset, Pantheon Roleplay dataset, additional datasets for DM world building, Python coding, and RSS summarization
Methodology:
Multi-stage finetuning process with a focus on roleplay and instruct data balance.
Input Output 
Input Format:
ChatML prompt format
Accepted Modalities:
text
Performance Tips:
Experiment with different temperature settings and enable character names for optimal experience.
Release Notes 
Version:
1.5-12b
Notes:
Multi-stage finetuning with balanced roleplay and instruct data. Improved on previous release by addressing short response generation issue.
LLM NamePantheon RP 1.5 12B Nemo
Repository 🤗https://huggingface.co/Gryphe/Pantheon-RP-1.5-12b-Nemo 
Base Model(s)  Mistral Nemo Base 2407   mistralai/Mistral-Nemo-Base-2407
Model Size12b
Required VRAM24.5 GB
Updated2024-12-21
MaintainerGryphe
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
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length1024000
Model Max Length1024000
Transformers Version4.44.0.dev0
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 Gryphe/Pantheon-RP-1.5-12b-Nemo.

Rank the Pantheon RP 1.5 12B Nemo 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  
Code Generation  
Multi-Language Support and Translation  

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Release v20241217
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