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FusionEngine 12B by yamatazen

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FusionEngine 12B is an open-source language model by yamatazen. Features: 12b LLM, VRAM: 23.8GB, Context: 1000K, Merged, LLM Explorer Score: 0.19.

  Merged Model Base model:delta-vector/franco... Base model:pocketdoc/dans-pers...   Chatml   Conversational   Endpoints compatible   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/yamatazen/FusionEngine-12B 

FusionEngine 12B Benchmarks

LLME Score: 0.19169
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
FusionEngine 12B (yamatazen/FusionEngine-12B)
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FusionEngine 12B Parameters and Internals

LLM NameFusionEngine 12B
Repository 🤗https://huggingface.co/yamatazen/FusionEngine-12B 
Base Model(s)  Francois PE V2 Huali 12B   PocketDoc/Dans-PersonalityEngine-V1.1.0-12b   Delta-Vector/Francois-PE-V2-Huali-12B   PocketDoc/Dans-PersonalityEngine-V1.1.0-12b
Merged ModelYes
Model Size12b
Required VRAM23.8 GB
Updated2026-05-23
Maintaineryamatazen
Model Typemistral
Model Files  1.3 GB: 1-of-25   1.3 GB: 2-of-25   1.0 GB: 3-of-25   0.9 GB: 4-of-25   0.9 GB: 5-of-25   0.9 GB: 6-of-25   1.0 GB: 7-of-25   0.9 GB: 8-of-25   0.9 GB: 9-of-25   0.9 GB: 10-of-25   1.0 GB: 11-of-25   0.9 GB: 12-of-25   0.9 GB: 13-of-25   0.9 GB: 14-of-25   1.0 GB: 15-of-25   0.9 GB: 16-of-25   0.9 GB: 17-of-25   0.9 GB: 18-of-25   1.0 GB: 19-of-25   0.9 GB: 20-of-25   0.9 GB: 21-of-25   0.9 GB: 22-of-25   1.0 GB: 23-of-25   0.9 GB: 24-of-25   0.8 GB: 25-of-25
Model ArchitectureMistralForCausalLM
Context Length1024000
Model Max Length1024000
Transformers Version4.52.3
Tokenizer ClassPreTrainedTokenizerFast
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 yamatazen/FusionEngine-12B.

Rank the FusionEngine 12B 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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