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Rei 24B KTO by Delta-Vector

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  Autotrain compatible   Axolotl Base model:delta-vector/rei-24... Base model:finetune:delta-vect...   Conversational   Creative-writing   Endpoints compatible   Finetuned   Kto   Mistral   Prose   Region:us   Roleplaying   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Delta-Vector/Rei-24B-KTO 

Rei 24B KTO Benchmarks

LLME Score: 0.26353
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Rei 24B KTO (Delta-Vector/Rei-24B-KTO)
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Rei 24B KTO Parameters and Internals

LLM NameRei 24B KTO
Repository 🤗https://huggingface.co/Delta-Vector/Rei-24B-KTO 
Base Model(s)  Rei 24B Base   Delta-Vector/Rei-24B-Base
Model Size24b
Required VRAM47.3 GB
Updated2025-09-22
MaintainerDelta-Vector
Model Typemistral
Model Files  4.8 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   3.9 GB: 10-of-10
Model ArchitectureMistralForCausalLM
Context Length131072
Model Max Length131072
Transformers Version4.53.1
Tokenizer ClassLlamaTokenizerFast
Padding Token<pad>
Vocabulary Size131072
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Delta-Vector/Rei-24B-KTO.

Rank the Rei 24B KTO 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  
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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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