What are the hardware requirements for Laguna S 2.1 Heretic?

Laguna S 2.1 Heretic requires approximately 219.3 GB of VRAM and supports a context window of 1024K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Laguna S 2.1 Heretic and how large is it?

Laguna S 2.1 Heretic is developed by UnstableLlama, a model with 117.6b 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 Laguna S 2.1 Heretic?

Laguna S 2.1 Heretic is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Laguna S 2.1 Heretic by UnstableLlama — VRAM 219.3GB, 1024K context

Name: Laguna S 2.1 Heretic
Author: UnstableLlama

Laguna S 2.1 Heretic is an open-source language model by UnstableLlama. Features: 117.6b LLM, VRAM: 219.3GB, Context: 1024K, License: openmdw-1.1, LLM Explorer Score: 0.27.

Ara-lora Base model:finetune:poolside/l... Base model:poolside/laguna-s-2... Conversational Custom code Exl3 Heretic Laguna Laguna-s-2.1 Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/UnstableLlama/Laguna-S-2.1-Heretic

Laguna S 2.1 Heretic Parameters and Internals

LLM Name	Laguna S 2.1 Heretic
Repository 🤗	https://huggingface.co/UnstableLlama/Laguna-S-2.1-Heretic
Base Model(s)	poolside/Laguna-S-2.1 poolside/Laguna-S-2.1
Model Size	117.6b
Required VRAM	219.3 GB
Updated	2026-08-07
Maintainer	UnstableLlama
Model Type	laguna
Model Files	5.1 GB: 1-of-46 5.1 GB: 2-of-46 5.1 GB: 3-of-46 5.1 GB: 4-of-46 5.1 GB: 5-of-46 5.1 GB: 6-of-46 5.1 GB: 7-of-46 5.1 GB: 8-of-46 5.1 GB: 9-of-46 5.1 GB: 10-of-46 5.1 GB: 11-of-46 5.1 GB: 12-of-46 5.1 GB: 13-of-46 5.1 GB: 14-of-46 5.1 GB: 15-of-46 5.1 GB: 16-of-46 5.1 GB: 17-of-46 5.1 GB: 18-of-46 5.1 GB: 19-of-46 5.1 GB: 20-of-46 5.1 GB: 21-of-46 5.1 GB: 22-of-46 5.1 GB: 23-of-46 5.1 GB: 24-of-46 5.1 GB: 25-of-46 5.1 GB: 26-of-46 5.1 GB: 27-of-46 5.1 GB: 28-of-46 5.1 GB: 29-of-46 5.1 GB: 30-of-46 5.1 GB: 31-of-46 5.1 GB: 32-of-46 5.1 GB: 33-of-46 5.1 GB: 34-of-46 5.1 GB: 35-of-46 5.1 GB: 36-of-46 5.1 GB: 37-of-46 5.1 GB: 38-of-46 5.1 GB: 39-of-46 5.1 GB: 40-of-46 5.1 GB: 41-of-46 5.1 GB: 42-of-46 5.1 GB: 43-of-46
Model Architecture	LagunaForCausalLM
License	openmdw-1.1
Context Length	1048576
Model Max Length	1048576
Vocabulary Size	100352
Torch Data Type	bfloat16

Rank the Laguna S 2.1 Heretic 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 Laguna S 2.1 Heretic

Best Alternatives	Context / RAM	Downloads	Likes
Laguna S 2.1	1024K / 214.2 GB	56445	708
Laguna S 2.1 INT4	1024K / 100.2 GB	191066	26
Laguna S 2.1 FP8	1024K / 116.8 GB	53942	26
Laguna S 2.1	1024K / 214.2 GB	569	7
Laguna S 2.1 OptiQ 2bit	1024K / 44.2 GB	380	2
Laguna S 2.1 MLX 4bit	1024K / 65.8 GB	493	3
Laguna S 2.1 MLX 6bit	1024K / 95.4 GB	457	2
Laguna S 2.1 AWQ INT4	1024K / 78.2 GB	533	4

Note: green Score (e.g. "73.2") means that the model is better than UnstableLlama/Laguna-S-2.1-Heretic.