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Trinity Large Thinking by arcee-ai

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Trinity Large Thinking is an open-source language model by arcee-ai. Features: 398.6b LLM, VRAM: 798.4GB, Context: 256K, License: apache-2.0, LLM Explorer Score: 0.35.

  Arxiv:2602.17004   Afmoe   Agentic   Ar Base model:arcee-ai/trinity-la... Base model:finetune:arcee-ai/t...   Conversational   Custom code   De   En   Endpoints compatible   Es   Fr   Hi   It   Ko   Pt   Reasoning   Region:us   Ru   Safetensors   Sharded   Tensorflow   Thinking   Tool-calling   Zh
Model Card on HF 🤗: https://huggingface.co/arcee-ai/Trinity-Large-Thinking 

Trinity Large Thinking Benchmarks

LLME Score: 0.3489
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Trinity Large Thinking (arcee-ai/Trinity-Large-Thinking)
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Trinity Large Thinking Parameters and Internals

LLM NameTrinity Large Thinking
Repository 🤗https://huggingface.co/arcee-ai/Trinity-Large-Thinking 
Base Model(s)  Trinity Large Base   arcee-ai/Trinity-Large-Base
Model Size398.6b
Required VRAM798.4 GB
Updated2026-04-01
Maintainerarcee-ai
Model Typeafmoe
Model Files  2.5 GB: 1-of-31   0.7 GB: 2-of-31   0.7 GB: 3-of-31   0.7 GB: 4-of-31   29.4 GB: 5-of-31   29.4 GB: 6-of-31   29.4 GB: 7-of-31   29.4 GB: 8-of-31   29.4 GB: 9-of-31   29.4 GB: 10-of-31   29.4 GB: 11-of-31   29.4 GB: 12-of-31   29.4 GB: 13-of-31   29.4 GB: 14-of-31   29.4 GB: 15-of-31   29.4 GB: 16-of-31   29.4 GB: 17-of-31   29.4 GB: 18-of-31   29.4 GB: 19-of-31   29.4 GB: 20-of-31   29.4 GB: 21-of-31   29.4 GB: 22-of-31   29.4 GB: 23-of-31   29.4 GB: 24-of-31   29.4 GB: 25-of-31   29.4 GB: 26-of-31   29.4 GB: 27-of-31   29.4 GB: 28-of-31   29.4 GB: 29-of-31   29.4 GB: 30-of-31   29.4 GB: 31-of-31
Supported Languagesen es fr de it pt ru ar hi ko zh
Model ArchitectureAfmoeForCausalLM
Licenseapache-2.0
Context Length262144
Model Max Length262144
Transformers Version4.57.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|pad|>
Vocabulary Size200192

Best Alternatives to Trinity Large Thinking

Best Alternatives
Context / RAM
Downloads
Likes
Trinity Large Preview256K / 798.4 GB1021168
Trinity Large Base256K / 798.4 GB6252
Trinity Large TrueBase8K / 798.4 GB36166
Note: green Score (e.g. "73.2") means that the model is better than arcee-ai/Trinity-Large-Thinking.

Rank the Trinity Large Thinking 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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