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Tri 7B Search Preview by trillionlabs

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Tri 7B Search Preview is an open-source language model by trillionlabs. Features: 7b LLM, VRAM: 30.3GB, Context: 32K, License: apache-2.0, LLM Explorer Score: 0.19.

  Assistant Base model:finetune:trillionla...   Base model:trillionlabs/tri-7b   Conversational   En   Endpoints compatible   Ko   Llama   Multilingual   Region:us   Retrieval-augmented   Safetensors   Search   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/trillionlabs/Tri-7B-Search-preview 

Tri 7B Search Preview Benchmarks

LLME Score: 0.19489
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Tri 7B Search Preview (trillionlabs/Tri-7B-Search-preview)
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Tri 7B Search Preview Parameters and Internals

LLM NameTri 7B Search Preview
Repository 🤗https://huggingface.co/trillionlabs/Tri-7B-Search-preview 
Base Model(s)  trillionlabs/Tri-7B   trillionlabs/Tri-7B
Model Size7b
Required VRAM30.3 GB
Updated2026-07-18
Maintainertrillionlabs
Model Typellama
Model Files  5.0 GB: 1-of-7   4.9 GB: 2-of-7   4.9 GB: 3-of-7   4.9 GB: 4-of-7   4.9 GB: 5-of-7   3.6 GB: 6-of-7   2.1 GB: 7-of-7
Supported Languagesen ko
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.53.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|pad_token|>
Vocabulary Size128257
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than trillionlabs/Tri-7B-Search-preview.

Rank the Tri 7B Search Preview 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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