What are the hardware requirements for Llama 3.2 3B TechWriter Instruct Unsloth?

Llama 3.2 3B TechWriter Instruct Unsloth 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 TechWriter Instruct Unsloth and how large is it?

Llama 3.2 3B TechWriter Instruct Unsloth is developed by Shankarblr, 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 TechWriter Instruct Unsloth?

Llama 3.2 3B TechWriter Instruct Unsloth 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 TechWriter Instruct Unsloth by Shankarblr — VRAM 6.5GB, 128K context

Name: Llama 3.2 3B TechWriter Instruct Unsloth
Author: Shankarblr

Llama 3.2 3B TechWriter Instruct Unsloth is an open-source language model by Shankarblr. Features: 3b LLM, VRAM: 6.5GB, Context: 128K, License: llama3.2, Instruction-Based, LLM Explorer Score: 0.34.

Base model:finetune:meta-llama... Base model:meta-llama/llama-3.... Conversational Datasheet En Endpoints compatible Gguf Instruct Llama Llama-3.2 Lora Model-index Peft Product-brief Qlora Region:us Safetensors Semiconductor Sharded Technical-writing Tensorflow Unsloth User-guide

Model Card on HF 🤗: https://huggingface.co/Shankarblr/Llama-3.2-3B-TechWriter-Instruct-Unsloth

Llama 3.2 3B TechWriter Instruct Unsloth Parameters and Internals

LLM Name	Llama 3.2 3B TechWriter Instruct Unsloth
Repository 🤗	https://huggingface.co/Shankarblr/Llama-3.2-3B-TechWriter-Instruct-Unsloth
Base Model(s)	meta-llama/Llama-3.2-3B-Instruct meta-llama/Llama-3.2-3B-Instruct
Model Size	3b
Required VRAM	6.5 GB
Updated	2026-09-18
Maintainer	Shankarblr
Model Type	llama
Instruction-Based	Yes
Model Files	5.0 GB: 1-of-2 1.5 GB: 2-of-2
Supported Languages	en
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 TechWriter Instruct Unsloth 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 TechWriter Instruct Unsloth

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 Shankarblr/Llama-3.2-3B-TechWriter-Instruct-Unsloth.