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: 0.24.

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 Benchmarks

IFEval: 63.19 vs 88 (so35)^-28.2%

MATH Lvl 5: 16.99

LLME Score: 0.24195

^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)

Llama 3.2 3B ToxicKod (bunnycore/Llama-3.2-3B-ToxicKod)

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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	2026-04-21
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

Best Alternatives to Llama 3.2 3B ToxicKod

Best Alternatives	Context / RAM	Downloads	Likes
Llama 3.2 3B Instruct	128K / 6.5 GB	1674918	1724
Llama 3.2 3B Instruct	128K / 6.5 GB	1831	9
Llama 3.2 3B RP Toxic Fuse	128K / 6.4 GB	14	2
DeepSeek R1 Distill Llama 3B	128K / 6.5 GB	194	16
Llama 3.2 3B Instruct	128K / 6.5 GB	218675	88
Llama Email Fraud Detector	128K / 6.4 GB	8	0
FuseChat Llama 3.2 3B Instruct	128K / 6.5 GB	156	7
ReasoningCore 3B T1 1	128K / 6.5 GB	23	1
... 3.2 3B Math Instruct RE1 ORPO	128K / 6.5 GB	48	0
Zeitgeist 3B V1	128K / 6.5 GB	105	5

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

Rank the Llama 3.2 3B ToxicKod 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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Llama 3.2 3B ToxicKod by bunnycore

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Llama 3.2 3B ToxicKod Benchmarks

Llama 3.2 3B ToxicKod Parameters and Internals

Best Alternatives to Llama 3.2 3B ToxicKod

Rank the Llama 3.2 3B ToxicKod Capabilities

What open-source LLMs or SLMs are you in search of? 53444 in total.