What are the hardware requirements for Francois Huali 12B?

Francois Huali 12B 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 Francois Huali 12B and how large is it?

Francois Huali 12B is developed by Delta-Vector, a model with 12b 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 Francois Huali 12B?

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

Francois Huali 12B by Delta-Vector — VRAM 24.5GB, 1000K context

Name: Francois Huali 12B
Author: Delta-Vector

Francois Huali 12B is an open-source language model by Delta-Vector. Features: 12b LLM, VRAM: 24.5GB, Context: 1000K, Merged, LLM Explorer Score: 0.16.

Merged Model Chat Dataset:anthracite-org/kalo mi... Dataset:anthracite-org/kalo op... Dataset:neweden/bluesky-experi... Dataset:neweden/misc-mang-shar... Dataset:neweden/opencai-shareg... Dataset:neweden/opus-accepted-... Dataset:neweden/rp-logs-v2-exp... Dataset:neweden/vanilla-backro... Mistral Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/Delta-Vector/Francois-Huali-12B

Francois Huali 12B Parameters and Internals

LLM Name	Francois Huali 12B
Repository 🤗	https://huggingface.co/Delta-Vector/Francois-Huali-12B
Merged Model	Yes
Model Size	12b
Required VRAM	24.5 GB
Updated	2026-08-24
Maintainer	Delta-Vector
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
Model Architecture	MistralForCausalLM
Context Length	1024000
Model Max Length	1024000
Transformers Version	4.47.1
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<pad>
Vocabulary Size	131072
Torch Data Type	bfloat16

Rank the Francois Huali 12B capabilities

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Instruction Following and Task Automation
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Data Analysis and Insight Generation
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...n Eris BMO Violent GRPO V0.420	1000K / 24.5 GB	92	3

Note: green Score (e.g. "73.2") means that the model is better than Delta-Vector/Francois-Huali-12B.