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EsotericKnowledge 24B by yamatazen

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  Merged Model   Arxiv:2306.01708   Autotrain compatible Base model:arcee-ai/arcee-blit... Base model:lars1234/mistral-sm... Base model:pocketdoc/dans-pers... Base model:readyart/forgotten-...   Chatml   Conversational   Endpoints compatible   Instruct   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/yamatazen/EsotericKnowledge-24B 

EsotericKnowledge 24B Benchmarks

LLME Score: 0.2789
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
EsotericKnowledge 24B (yamatazen/EsotericKnowledge-24B)

EsotericKnowledge 24B Parameters and Internals

LLM NameEsotericKnowledge 24B
Repository 🤗https://huggingface.co/yamatazen/EsotericKnowledge-24B 
Base Model(s)  PocketDoc/Dans-PersonalityEngine-V1.2.0-24b   ReadyArt/Forgotten-Safeword-24B-v4.0   Arcee Blitz   ...Small 24B Instruct 2501 Writer   PocketDoc/Dans-PersonalityEngine-V1.2.0-24b   ReadyArt/Forgotten-Safeword-24B-v4.0   arcee-ai/Arcee-Blitz   lars1234/Mistral-Small-24B-Instruct-2501-writer
Merged ModelYes
Model Size24b
Required VRAM47.3 GB
Updated2025-05-17
Maintaineryamatazen
Model Typemistral
Instruction-BasedYes
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
Model ArchitectureMistralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.51.3
Tokenizer ClassLlamaTokenizerFast
Padding Token<pad>
Vocabulary Size131074
Torch Data Typebfloat16

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...Small 24B Instruct 2501 Writer32K / 47.3 GB4917
Note: green Score (e.g. "73.2") means that the model is better than yamatazen/EsotericKnowledge-24B.

Rank the EsotericKnowledge 24B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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