What are the hardware requirements for Llama 3.2 3B ORPO Advertisement?

Llama 3.2 3B ORPO Advertisement requires approximately 6.5 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 ORPO Advertisement and how large is it?

Llama 3.2 3B ORPO Advertisement is developed by yothinS, 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 ORPO Advertisement?

Llama 3.2 3B ORPO Advertisement 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 ORPO Advertisement by yothinS — VRAM 6.5GB, 128K context

Name: Llama 3.2 3B ORPO Advertisement
Author: yothinS

Llama 3.2 3B ORPO Advertisement is an open-source language model by yothinS. Features: 3b LLM, VRAM: 6.5GB, Context: 128K, License: llama3.2, Instruction-Based, LLM Explorer Score: 0.32.

Advertisement Advertisement-analysis Advertising-strategy Base model:finetune:unsloth/ll... Base model:unsloth/llama-3.2-3... Conversational Dataset:yothins/advertisement ... Digital-marketing En Endpoints compatible Instruct Llama Marketing Marketing-ai Orpo Performance-marketing Qlora Region:us Safetensors Sharded Tensorflow Th Thai

Model Card on HF 🤗: https://huggingface.co/yothinS/Llama-3.2-3B-ORPO-Advertisement

Llama 3.2 3B ORPO Advertisement Parameters and Internals

LLM Name	Llama 3.2 3B ORPO Advertisement
Repository 🤗	https://huggingface.co/yothinS/Llama-3.2-3B-ORPO-Advertisement
Base Model(s)	unsloth/Llama-3.2-3B-Instruct unsloth/Llama-3.2-3B-Instruct
Model Size	3b
Required VRAM	6.5 GB
Updated	2026-10-16
Maintainer	yothinS
Model Type	llama
Instruction-Based	Yes
Model Files	5.0 GB: 1-of-2 1.5 GB: 2-of-2
Supported Languages	en th
Model Architecture	LlamaForCausalLM
License	llama3.2
Context Length	131072
Model Max Length	131072
Tokenizer Class	TokenizersBackend
Padding Token	<\|finetune_right_pad_id\|>
Vocabulary Size	128256
Torch Data Type	bfloat16

Rank the Llama 3.2 3B ORPO Advertisement 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 3.2 3B ORPO Advertisement

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
...3B TechWriter Instruct Unsloth	128K / 6.5 GB	4264	1
...ini Math345 GroupB Llama32 End	128K / 6.5 GB	755	0
...ama 3.2 3B TechWriter Instruct	128K / 6.4 GB	226	0
Llama 3.2 3B Instruct	128K / 6.5 GB	991	9
Alloma 3B Instruct	128K / 6.5 GB	55456	6
HyLo Llama 6MLA22GDN 8K SFT	128K / 17.1 GB	42	1
Llama3.2 3B Manumit V1	128K / 6.4 GB	135	0
... V7 SFT 10voicebot Loopcleaned	128K / 6.5 GB	229	0

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