What are the hardware requirements for Normistral 11B Long?

Normistral 11B Long requires approximately 22.8 GB of VRAM and supports a context window of 32K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Normistral 11B Long and how large is it?

Normistral 11B Long is developed by ltg, a model with 11b 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 Normistral 11B Long?

Normistral 11B Long is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Normistral 11B Long by ltg — VRAM 22.8GB, 32K context

Name: Normistral 11B Long
Author: ltg

Normistral 11B Long is an open-source language model by ltg. Features: 11b LLM, VRAM: 22.8GB, Context: 32K, License: apache-2.0, LLM Explorer Score: 0.23.

Arxiv:2412.06484 Base model:finetune:norallm/no... Base model:norallm/normistral-... Bokmaal Da En Endpoints compatible Fo Is Mistral Nb Nn No Norwegian Nynorsk Pytorch Region:us Safetensors Sami Se Sharded Sv Tensorflow

Model Card on HF 🤗: https://huggingface.co/ltg/normistral-11b-long

Normistral 11B Long Parameters and Internals

LLM Name	Normistral 11B Long
Repository 🤗	https://huggingface.co/ltg/normistral-11b-long
Base Model(s)	Normistral 11B Warm norallm/normistral-11b-warm
Model Size	11b
Required VRAM	22.8 GB
Updated	2026-10-14
Maintainer	ltg
Model Type	mistral
Model Files	5.0 GB: 1-of-5 4.9 GB: 2-of-5 4.9 GB: 3-of-5 4.9 GB: 4-of-5 3.1 GB: 5-of-5 28.6 GB
Supported Languages	nb nn no se sv da en is fo
Model Architecture	MistralForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	4.55.3
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<pad>
Vocabulary Size	51200
Torch Data Type	bfloat16

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Best Alternatives to Normistral 11B Long

Best Alternatives	Context / RAM	Downloads	Likes
Normistral 11B Thinking	1000K / 22.8 GB	610	6
Starling LM 11B Alpha	32K / 21.4 GB	83	15
...elik V2.3 Instruct MedIT Merge	32K / 22.3 GB	1592	2
Normistral 11B Translate	32K / 22.8 GB	193	1
ConfigurableBeagle 11B	32K / 21.4 GB	8206	3
CarbonBeagle 11B	32K / 21.4 GB	8331	9
...elik V2.3 Instruct Llama Prune	32K / 15.4 GB	1387	0
CarbonBeagle 11B Truthy	32K / 21.4 GB	7713	10
MistralLite 11B	32K / 21.4 GB	1337	2
Mistral 11B Instruct V0.1	32K / 42.9 GB	169	2

Note: green Score (e.g. "73.2") means that the model is better than ltg/normistral-11b-long.