LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

StableProse by nlpguy

 »  All LLMs  »  nlpguy  »  StableProse   URL Share it on

  18   
  Merged Model   Arxiv:2403.19522   Autotrain compatible Base model:mistralai/mistral-n... Base model:shuttleai/shuttle-2... Base model:undi95/localc-12b-e...   Endpoints compatible   Mistral   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/nlpguy/StableProse 

StableProse Benchmarks

MMLU Pro: 27.43
GPQA: 7.05
MUSR: 8.87
BBH: 30.18
IFEval: 19.72 vs 88 (so35)-77.6%
MATH Lvl 5: 6.5
LLME Score: 0.24895
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
StableProse (nlpguy/StableProse)

StableProse Parameters and Internals

Model Type 
text generation
Additional Notes 
This is a merged model created using the 'Model Stock' method. It includes layers from the highlighted models: shuttleai/shuttle-2.5-mini, mistralai/Mistral-Nemo-Base-2407, and Undi95/LocalC-12B-e2.0. The merging tool used is mergekit.
LLM NameStableProse
Repository 🤗https://huggingface.co/nlpguy/StableProse 
Base Model(s)  shuttleai/shuttle-2.5-mini   Mistral Nemo Base 2407   Undi95/LocalC-12B-e2.0   shuttleai/shuttle-2.5-mini   mistralai/Mistral-Nemo-Base-2407   Undi95/LocalC-12B-e2.0
Merged ModelYes
Model Size12b
Required VRAM24.5 GB
Updated2025-03-22
Maintainernlpguy
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
Context Length1024000
Model Max Length1024000
Transformers Version4.44.0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size131072
Torch Data Typebfloat16

Best Alternatives to StableProse

Best Alternatives
Context / RAM
Downloads
Likes
Captain Eris Violet V0.420 12B1000K / 24.5 GB72484634
Dans SakuraKaze V1.0.0 12B1000K / 24.5 GB217417
Captain Eris BMO Violent 12B1000K / 24.5 GB3112
...r Nemo 12B Instruct R 21 09 241000K / 24.5 GB6243115
...n Eris BMO Violent GRPO V0.4201000K / 24.5 GB2273
MN 12B Mag Mell R11000K / 24.5 GB7223134
...s PersonalityEngine V1.1.0 12B1000K / 24.5 GB43037
BigKartoffel Mistral Nemo 20B1000K / 41.1 GB573
MN 12B Mimicore Nocturne1000K / 24.5 GB412
PLLuM 12B Nc Chat1000K / 24.5 GB15595
Note: green Score (e.g. "73.2") means that the model is better than nlpguy/StableProse.

Rank the StableProse Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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  

What open-source LLMs or SLMs are you in search of? 45429 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
  Support LLM Explorer