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StableProse by nlpguy

 »  All LLMs  »  nlpguy  »  StableProse   URL Share it on

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  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

StableProse Benchmarks

LLME Score: 0.26301
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

StableProse Parameters and Internals

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
Updated2024-09-08
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
StableProse (nlpguy/StableProse)

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Pantheon RP 1.5 12B Nemo1000K / 24.5 GB15627
MN 12B Lyra V31000K / 24.4 GB31530
StarDust 12B V21000K / 24.5 GB14519
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  

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Release v2024072803
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