What are the hardware requirements for Polyalign Llama3.2 3B En Sft?

Polyalign Llama3.2 3B En Sft 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 Polyalign Llama3.2 3B En Sft and how large is it?

Polyalign Llama3.2 3B En Sft is developed by sathiiiii, 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 Polyalign Llama3.2 3B En Sft?

Polyalign Llama3.2 3B En Sft is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Polyalign Llama3.2 3B En Sft by sathiiiii — VRAM 6.5GB, 128K context

Name: Polyalign Llama3.2 3B En Sft
Author: sathiiiii

Polyalign Llama3.2 3B En Sft is an open-source language model by sathiiiii. Features: 3b LLM, VRAM: 6.5GB, Context: 128K, License: other, LLM Explorer Score: 0.23.

Base model:finetune:meta-llama... Base model:meta-llama/llama-3.... Conversational Endpoints compatible Full Generated from trainer Llama Llama-factory Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/sathiiiii/polyalign-llama3.2-3b-en-sft

Polyalign Llama3.2 3B En Sft Parameters and Internals

LLM Name	Polyalign Llama3.2 3B En Sft
Repository 🤗	https://huggingface.co/sathiiiii/polyalign-llama3.2-3b-en-sft
Base Model(s)	meta-llama/Llama-3.2-3B meta-llama/Llama-3.2-3B
Model Size	3b
Required VRAM	6.5 GB
Updated	2026-07-29
Maintainer	sathiiiii
Model Type	llama
Model Files	5.0 GB: 1-of-2 1.5 GB: 2-of-2 0.0 GB
Model Architecture	LlamaForCausalLM
License	other
Context Length	131072
Model Max Length	131072
Transformers Version	4.56.2
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<\|eot_id\|>
Vocabulary Size	128256

Rank the Polyalign Llama3.2 3B En Sft 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 Polyalign Llama3.2 3B En Sft

Best Alternatives	Context / RAM	Downloads	Likes
Nanbeige4.1 3B	256K / 7.9 GB	20875	1161
Nanbeige4.1 3B Heretic	256K / 7.9 GB	149	50
Nanbeige4.1 3B Heretic Mxfp4	256K / 7.9 GB	34	2
Nanbeige4.1 3B Bf16	256K / 7.9 GB	47	3
...anbeige4.1 3B Heretic Bfloat16	256K / 7.9 GB	33	1
Nanbeige4.1 3B Heretic	256K / 7.9 GB	17	0
Nanbeige4.1 3B Heretic	256K / 7.9 GB	14	1
ISA 03 Mini 3B Hybrid Preview	256K / 6.5 GB	4	4
ToolMind Web 3B	192K / 7.9 GB	156	28
Llama 3.2 3B Instruct	128K / 6.5 GB	1829572	2368

Note: green Score (e.g. "73.2") means that the model is better than sathiiiii/polyalign-llama3.2-3b-en-sft.