What are the hardware requirements for SQL Llama3.2 3B Lora Model?

SQL Llama3.2 3B Lora Model requires approximately 0.1 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed SQL Llama3.2 3B Lora Model and how large is it?

SQL Llama3.2 3B Lora Model is developed by PurpleAILAB, 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 SQL Llama3.2 3B Lora Model?

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

SQL Llama3.2 3B Lora Model by PurpleAILAB — VRAM 0.1GB

Name: SQL Llama3.2 3B Lora Model
Author: PurpleAILAB

SQL Llama3.2 3B Lora Model is an open-source language model by PurpleAILAB. Features: 3b LLM, VRAM: 0.1GB, License: apache-2.0, Quantized, Instruction-Based, LLM Explorer Score: 0.14.

4bit Conversational En Endpoints compatible Instruct Llama Lora Quantized Region:us Safetensors Sft Trl Unsloth

Model Card on HF 🤗: https://huggingface.co/PurpleAILAB/SQL_llama3.2-3b_lora_model

SQL Llama3.2 3B Lora Model Parameters and Internals

LLM Name	SQL Llama3.2 3b Lora Model
Repository 🤗	https://huggingface.co/PurpleAILAB/SQL_llama3.2-3b_lora_model
Base Model(s)	unsloth/llama-3.2-3b-instruct-bnb-4bit unsloth/llama-3.2-3b-instruct-bnb-4bit
Model Size	3b
Required VRAM	0.1 GB
Updated	2026-05-09
Maintainer	PurpleAILAB
Instruction-Based	Yes
Model Files	0.1 GB 2.5 GB
Supported Languages	en
Quantization Type	4bit
Model Architecture	AutoModelForCausalLM
License	apache-2.0
Model Max Length	131072
Is Biased	none
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<\|finetune_right_pad_id\|>
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	gate_proj\|q_proj\|k_proj\|down_proj\|up_proj\|o_proj\|v_proj
LoRA Alpha	64
LoRA Dropout	0
R Param	32

Rank the SQL Llama3.2 3B Lora Model 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 SQL Llama3.2 3B Lora Model

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Note: green Score (e.g. "73.2") means that the model is better than PurpleAILAB/SQL_llama3.2-3b_lora_model.