What are the hardware requirements for 12BTRU?

12BTRU requires approximately 24.5 GB of VRAM and supports a context window of 1000K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed 12BTRU and how large is it?

12BTRU is developed by Nitral-AI, a model with 12.2b 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 12BTRU?

12BTRU is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

12BTRU by Nitral-AI — VRAM 24.5GB, 1000K context

Name: 12BTRU
Author: Nitral-AI

12BTRU is an open-source language model by Nitral-AI. Features: 12.2b LLM, VRAM: 24.5GB, Context: 1000K, License: apache-2.0, LLM Explorer Score: 0.19.

Autotrain compatible Base model:finetune:nitral-ai/... Base model:nitral-ai/12bgt-u Conversational En Endpoints compatible Mistral Region:us Safetensors Sharded Tensorflow Unsloth

Model Card on HF 🤗: https://huggingface.co/Nitral-AI/12BTRU

12BTRU Parameters and Internals

LLM Name	12BTRU
Repository 🤗	https://huggingface.co/Nitral-AI/12BTRU
Base Model(s)	Nitral-AI/12BGT-U Nitral-AI/12BGT-U
Model Size	12.2b
Required VRAM	24.5 GB
Updated	2025-07-15
Maintainer	Nitral-AI
Model Type	mistral
Model Files	4.9 GB: 1-of-5 4.9 GB: 2-of-5 4.9 GB: 3-of-5 4.9 GB: 4-of-5 4.9 GB: 5-of-5
Supported Languages	en
Model Architecture	MistralForCausalLM
License	apache-2.0
Context Length	1024000
Model Max Length	1024000
Transformers Version	4.53.1
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<pad>
Vocabulary Size	131072
Torch Data Type	bfloat16

Rank the 12BTRU capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

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 12BTRU

Best Alternatives	Context / RAM	Downloads	Likes
...aptain Eris Violet GRPO V0.420	1000K / 24.5 GB	23	24
...istral Nemo Instruct 2407 MPOA	1000K / 24.5 GB	37	3
...ish Mistral Nemo Instruct 2407	1000K / 24.5 GB	77	2
Mistral Nemo Kurdish	1000K / 24.5 GB	37	3
Violet Twilight V0.2	1000K / 24.5 GB	66	49
Tess Embed Fix Maybe	1000K / 24.5 GB	13	0
Funny Nemo Embedding Testing	1000K / 24.5 GB	5	1
Another Strange Nemo Model	1000K / 24.5 GB	6	0
A Strange Nemo Model	1000K / 24.5 GB	5	0
Kalypso	1000K / 24.5 GB	45	24

Note: green Score (e.g. "73.2") means that the model is better than Nitral-AI/12BTRU.