What are the hardware requirements for Llama 3.2 3B ToxicKod?

Llama 3.2 3B ToxicKod requires approximately 6.4 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 3.2 3B ToxicKod and how large is it?

Llama 3.2 3B ToxicKod is developed by bunnycore, a model with 3b 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 3.2 3B ToxicKod?

Llama 3.2 3B ToxicKod is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Llama 3.2 3B ToxicKod by bunnycore — VRAM 6.4GB, 128K context

Name: Llama 3.2 3B ToxicKod
Author: bunnycore

Llama 3.2 3B ToxicKod is an open-source language model by bunnycore. Features: 3b LLM, VRAM: 6.4GB, Context: 128K, Instruction-Based, Merged, LLM Explorer Score: 0.23.

Merged Model Base model:bunnycore/llama-3.2... Base model:bunnycore/llama-3.2... Base model:unsloth/llama-3.2-3... Conversational Endpoints compatible Instruct Llama Model-index Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/bunnycore/Llama-3.2-3B-ToxicKod

Llama 3.2 3B ToxicKod Parameters and Internals

LLM Name	Llama 3.2 3B ToxicKod
Repository 🤗	https://huggingface.co/bunnycore/Llama-3.2-3B-ToxicKod
Base Model(s)	bunnycore/Llama-3.2-3B-KodCode-R1 bunnycore/Llama-3.2-3b-RP-Toxic-R1 unsloth/Llama-3.2-3B-Instruct bunnycore/Llama-3.2-3B-KodCode-R1 bunnycore/Llama-3.2-3b-RP-Toxic-R1 unsloth/Llama-3.2-3B-Instruct
Merged Model	Yes
Model Size	3b
Required VRAM	6.4 GB
Updated	2026-08-01
Maintainer	bunnycore
Model Type	llama
Instruction-Based	Yes
Model Files	5.0 GB: 1-of-2 1.4 GB: 2-of-2
Model Architecture	LlamaForCausalLM
Context Length	131072
Model Max Length	131072
Transformers Version	4.49.0
Tokenizer Class	PreTrainedTokenizer
Padding Token	<\|finetune_right_pad_id\|>
Vocabulary Size	128256
Torch Data Type	bfloat16

Rank the Llama 3.2 3B ToxicKod capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

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 3.2 3B ToxicKod

Best Alternatives	Context / RAM	Downloads	Likes
Llama 3.2 3B Instruct	128K / 6.5 GB	1829572	2368
Llama 3.2 3B Instruct	128K / 6.5 GB	186207	96
...ini Math345 GroupB Llama32 End	128K / 6.5 GB	755	0
...ama 3.2 3B TechWriter Instruct	128K / 6.4 GB	226	0
HyLo Llama 6MLA22GDN 8K SFT	128K / 17.1 GB	42	1
Llama 3.2 3B Instruct	128K / 6.5 GB	991	9
Llama3.2 3B Manumit V1	128K / 6.4 GB	135	0
Alloma 3B Instruct	128K / 6.5 GB	55456	6
... V7 SFT 10voicebot Loopcleaned	128K / 6.5 GB	229	0
Llama 3.2 3B RP Toxic Fuse	128K / 6.4 GB	14	2

Note: green Score (e.g. "73.2") means that the model is better than bunnycore/Llama-3.2-3B-ToxicKod.