What are the hardware requirements for Llama 3.3 8B Instruct 128K PaperWitch Heresy?

Llama 3.3 8B Instruct 128K PaperWitch Heresy requires approximately 16.1 GB of VRAM and supports a context window of 128K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Llama 3.3 8B Instruct 128K PaperWitch Heresy and how large is it?

Llama 3.3 8B Instruct 128K PaperWitch Heresy is developed by MuXodious, a model with 8b 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 Llama 3.3 8B Instruct 128K PaperWitch Heresy?

Llama 3.3 8B Instruct 128K PaperWitch Heresy is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Llama 3.3 8B Instruct 128K PaperWitch Heresy by MuXodious — VRAM 16.1GB, 128K context

Name: Llama 3.3 8B Instruct 128K PaperWitch Heresy
Author: MuXodious

Llama 3.3 8B Instruct 128K PaperWitch Heresy is an open-source language model by MuXodious. Features: 8b LLM, VRAM: 16.1GB, Context: 128K, License: llama3.3, Instruction-Based, LLM Explorer Score: 0.22.

Abliterated Base model:finetune:shb777/lla... Base model:shb777/llama-3.3-8b... Conversational Decensored Heretic Instruct Llama Region:us Safetensors Uncensored

Model Card on HF 🤗: https://huggingface.co/MuXodious/Llama-3.3-8B-Instruct-128K-PaperWitch-heresy

Llama 3.3 8B Instruct 128K PaperWitch Heresy Parameters and Internals

LLM Name	Llama 3.3 8B Instruct 128K PaperWitch Heresy
Repository 🤗	https://huggingface.co/MuXodious/Llama-3.3-8B-Instruct-128K-PaperWitch-heresy
Base Model(s)	shb777/Llama-3.3-8B-Instruct-128K shb777/Llama-3.3-8B-Instruct-128K
Model Size	8b
Required VRAM	16.1 GB
Updated	2026-07-20
Maintainer	MuXodious
Model Type	llama
Instruction-Based	Yes
Model Files	16.1 GB
Model Architecture	LlamaForCausalLM
License	llama3.3
Context Length	131072
Model Max Length	131072
Transformers Version	5.3.0.dev0
Tokenizer Class	TokenizersBackend
Padding Token	<\|eot_id\|>
Vocabulary Size	128256

Rank the Llama 3.3 8B Instruct 128K PaperWitch Heresy 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 Llama 3.3 8B Instruct 128K PaperWitch Heresy

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...otron 8B UltraLong 4M Instruct	4192K / 32.1 GB	1135	125
UltraLong Thinking	4192K / 16.1 GB	2	3
...a 3.1 8B UltraLong 4M Instruct	4192K / 32.1 GB	176	24
...a 3.1 8B UltraLong 2M Instruct	2096K / 32.1 GB	875	9
...otron 8B UltraLong 2M Instruct	2096K / 32.1 GB	124	18
Cthulhu 8B V1.4	1048K / 16.1 GB	10	10
...raLong 1M Instruct Abliterated	1048K / 32.1 GB	4	9
...a 3.1 8B UltraLong 1M Instruct	1048K / 32.1 GB	1387	29
...otron 8B UltraLong 1M Instruct	1048K / 32.1 GB	702	59
Zero Llama 3.1 8B Beta6	1048K / 16.1 GB	7	1

Note: green Score (e.g. "73.2") means that the model is better than MuXodious/Llama-3.3-8B-Instruct-128K-PaperWitch-heresy.