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Apparatus 24B by OddTheGreat

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  Merged Model   Autotrain compatible Base model:oddthegreat/machina... Base model:pocketdoc/dans-pers... Base model:readyart/forgotten-... Base model:thedrummer/cydonia-...   Conversational   Creative   En   Endpoints compatible   Mistral   Region:us   Roleplay   Ru   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/OddTheGreat/Apparatus_24B 

Apparatus 24B Benchmarks

LLME Score: 0.21959
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Apparatus 24B (OddTheGreat/Apparatus_24B)
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Apparatus 24B Parameters and Internals

LLM NameApparatus 24B
Repository 🤗https://huggingface.co/OddTheGreat/Apparatus_24B 
Base Model(s)  OddTheGreat/Machina_24B.V2   PocketDoc/Dans-PersonalityEngine-V1.2.0-24b   Forgotten Safeword 24B   Cydonia 24B V2   OddTheGreat/Machina_24B.V2   PocketDoc/Dans-PersonalityEngine-V1.2.0-24b   ReadyArt/Forgotten-Safeword-24B   TheDrummer/Cydonia-24B-v2
Merged ModelYes
Model Size24b
Required VRAM47.3 GB
Updated2025-09-08
MaintainerOddTheGreat
Model Typemistral
Model Files  4.9 GB: 1-of-10   4.8 GB: 2-of-10   4.8 GB: 3-of-10   4.9 GB: 4-of-10   4.8 GB: 5-of-10   4.8 GB: 6-of-10   4.9 GB: 7-of-10   4.8 GB: 8-of-10   4.8 GB: 9-of-10   3.8 GB: 10-of-10
Supported Languagesen ru
Model ArchitectureMistralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.48.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size131074
Torch Data Typefloat16

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Cydonia R1 24B V4128K / 47.3 GB31029
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MS3.2 24B Magnum Diamond128K / 47.3 GB178836
Codex 24B Small 3.2128K / 47.3 GB82352
Note: green Score (e.g. "73.2") means that the model is better than OddTheGreat/Apparatus_24B.

Rank the Apparatus 24B 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 v20241124
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