What are the hardware requirements for Trillion 7B Preview?

Trillion 7B Preview requires approximately 15.1 GB of VRAM and supports a context window of 4K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Trillion 7B Preview and how large is it?

Trillion 7B Preview is developed by trillionlabs, a model with 7b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Trillion 7B Preview?

Trillion 7B Preview is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Trillion 7B Preview by trillionlabs — VRAM 15.1GB, 4K context

Name: Trillion 7B Preview
Author: trillionlabs

Trillion 7B Preview is an open-source language model by trillionlabs. Features: 7b LLM, VRAM: 15.1GB, Context: 4K, License: apache-2.0, LLM Explorer Score: 0.18.

Arxiv:2504.15431 Chat Conversational En Endpoints compatible Finetuned Ja Ko Llama Region:us Safetensors Sharded Tensorflow Zh

Model Card on HF 🤗: https://huggingface.co/trillionlabs/Trillion-7B-preview

Trillion 7B Preview Parameters and Internals

LLM Name	Trillion 7B Preview
Repository 🤗	https://huggingface.co/trillionlabs/Trillion-7B-preview
Model Size	7b
Required VRAM	15.1 GB
Updated	2026-07-27
Maintainer	trillionlabs
Model Type	llama
Model Files	4.9 GB: 1-of-4 5.0 GB: 2-of-4 4.1 GB: 3-of-4 1.1 GB: 4-of-4
Supported Languages	en ko ja zh
Model Architecture	LlamaForCausalLM
License	apache-2.0
Context Length	4096
Model Max Length	4096
Transformers Version	4.49.0.dev0
Tokenizer Class	PreTrainedTokenizer
Padding Token	<\|pad\|>
Vocabulary Size	128128
Torch Data Type	bfloat16

Rank the Trillion 7B 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

Best Alternatives to Trillion 7B Preview

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124	1024K / 16.1 GB	93
162	1024K / 16.1 GB	60
157	1024K / 16.1 GB	101
118	1024K / 16.1 GB	15
A5.4	1024K / 16.1 GB	12
A3.4	1024K / 16.1 GB	13
A2.4	1024K / 16.1 GB	12
A6 L	1024K / 16.1 GB	201
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2 Very Sci Fi	1024K / 16.1 GB	317

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