What are the hardware requirements for Hexoteric 7B?

Hexoteric 7B requires approximately 29 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 Hexoteric 7B and how large is it?

Hexoteric 7B is developed by CalderaAI, 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 Hexoteric 7B?

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

Hexoteric 7B by CalderaAI — VRAM 29GB, 32K context

Name: Hexoteric 7B
Author: CalderaAI

Hexoteric 7B is an open-source language model by CalderaAI. Features: 7b LLM, VRAM: 29GB, Context: 32K, License: apache-2.0, LLM Explorer Score: 0.1.

Conversational Endpoints compatible Mistral Mix Pytorch Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/CalderaAI/Hexoteric-7B

Hexoteric 7B Benchmarks

LLME Score: 0.09955

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

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Hexoteric 7B Parameters and Internals

LLM Name	Hexoteric 7B
Repository 🤗	https://huggingface.co/CalderaAI/Hexoteric-7B
Model Size	7b
Required VRAM	29 GB
Updated	2026-04-01
Maintainer	CalderaAI
Model Type	mistral
Model Files	20.8 GB: 1-of-2 8.2 GB: 2-of-2 20.8 GB: 1-of-2 8.2 GB: 2-of-2
Model Architecture	MistralForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	4.34.1
Tokenizer Class	LlamaTokenizer
Vocabulary Size	32002
Torch Data Type	float32

Quantized Models of the Hexoteric 7B

Model	Likes	Downloads	VRAM
Hexoteric 7B GGUF	4	176	3 GB
Hexoteric 7B AWQ	1	8	4 GB
Hexoteric 7B GPTQ	1	5	4 GB

Best Alternatives to Hexoteric 7B

Best Alternatives	Context / RAM	Downloads	Likes
...Nemo Instruct 2407 Abliterated	1000K / 24.5 GB	254	20
MegaBeam Mistral 7B 512K	512K / 14.4 GB	8623	54
SpydazWeb AI HumanAI RP	512K / 14.4 GB	24	1
SpydazWeb AI HumanAI 002	512K / 14.4 GB	18	1
...daz Web AI ChatML 512K Project	512K / 14.5 GB	12	0
MegaBeam Mistral 7B 300K	282K / 14.4 GB	3779	16
MegaBeam Mistral 7B 300K	282K / 14.4 GB	8131	17
Hebrew Mistral 7B 200K	256K / 30 GB	1378	15
Astral 256K 7B V2	250K / 14.4 GB	5	0
Astral 256K 7B	250K / 14.4 GB	5	0

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

Rank the Hexoteric 7B Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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

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Hexoteric 7B by CalderaAI