Homunculus by arcee-ai

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  /nothink   /think   Arcee-ai   Autotrain compatible Base model:finetune:qwen/qwen3... Base model:qwen/qwen3-235b-a22...   Conversational   Distillation   En   Endpoints compatible   Mistral   Reasoning-transfer   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF ๐Ÿค—: https://huggingface.co/arcee-ai/Homunculus 

Homunculus Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Homunculus Parameters and Internals

LLM NameHomunculus
Repository ๐Ÿค—https://huggingface.co/arcee-ai/Homunculus 
Base Model(s)  Mistral Nemo Base 2407   Qwen3 235B A22B   mistralai/Mistral-Nemo-Base-2407   Qwen/Qwen3-235B-A22B
Model Size235b
Required VRAM24.9 GB
Updated2025-06-09
Maintainerarcee-ai
Model Typemistral
Model Files  4.9 GB: 1-of-6   4.9 GB: 2-of-6   4.9 GB: 3-of-6   4.9 GB: 4-of-6   3.7 GB: 5-of-6   1.6 GB: 6-of-6
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.51.3
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151680
Torch Data Typebfloat16
Errorsreplace
Homunculus (arcee-ai/Homunculus)

Rank the Homunculus 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