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Flammen31 Mistral 7B by flammenai

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  Merged Model   Arxiv:2403.19522   Autotrain compatible Base model:allknowingroger/neu...   Base model:azazelle/argetsu Base model:azazelle/tippy-topp... Base model:cognitivecomputatio... Base model:flammenai/flammen23... Base model:flammenai/flammen27... Base model:flammenai/flammen29... Base model:flammenai/flammen30... Base model:ppoyaa/starmonarch-... Base model:weyaxi/seraph-openc...   Endpoints compatible   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/flammenai/flammen31-mistral-7B 

Flammen31 Mistral 7B Benchmarks

LLME Score: 0.18988
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Flammen31 Mistral 7B (flammenai/flammen31-mistral-7B)

Flammen31 Mistral 7B Parameters and Internals

Additional Notes 
This model is a merge of pre-trained language models created using mergekit.
Training Details 
Methodology:
Model Stock
LLM NameFlammen31 Mistral 7B
Repository 🤗https://huggingface.co/flammenai/flammen31-mistral-7B 
Base Model(s)  Flammen29 Mistral 7B   Argetsu   Flammen30 Mistral 7B   Neurallaymons 7B Slerp   Flammen27 Mistral 7B   Tippy Toppy 7B   Samantha Mistral 7B   Flammen23X Mistral 7B   Weyaxi/Seraph-openchat-3.5-1210-Slerp   StarMonarch 7B   flammenai/flammen29-mistral-7B   Azazelle/Argetsu   flammenai/flammen30-mistral-7B   allknowingroger/Neurallaymons-7B-slerp   flammenai/flammen27-mistral-7B   Azazelle/Tippy-Toppy-7b   cognitivecomputations/samantha-mistral-7b   flammenai/flammen23X-mistral-7B   Weyaxi/Seraph-openchat-3.5-1210-Slerp   Ppoyaa/StarMonarch-7B
Merged ModelYes
Model Size7b
Required VRAM14.4 GB
Updated2025-02-22
Maintainerflammenai
Model Typemistral
Model Files  9.9 GB: 1-of-2   4.5 GB: 2-of-2
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.37.1
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than flammenai/flammen31-mistral-7B.

Rank the Flammen31 Mistral 7B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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