What are the hardware requirements for Text 2 Sql Llama 3.2 3B?

Text 2 Sql Llama 3.2 3B 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 Text 2 Sql Llama 3.2 3B and how large is it?

Text 2 Sql Llama 3.2 3B is developed by sai-santhosh, 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 Text 2 Sql Llama 3.2 3B?

Text 2 Sql Llama 3.2 3B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Text 2 Sql Llama 3.2 3B by sai-santhosh — VRAM 6.5GB, 128K context

Name: Text 2 Sql Llama 3.2 3B
Author: sai-santhosh

Text 2 Sql Llama 3.2 3B is an open-source language model by sai-santhosh. Features: 3b LLM, VRAM: 6.5GB, Context: 128K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.17.

Base model:finetune:meta-llama... Base model:meta-llama/llama-3.... Conversational En Instruct Llama Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/sai-santhosh/text-2-sql-Llama-3.2-3B

Text 2 Sql Llama 3.2 3B Parameters and Internals

LLM Name	Text 2 Sql Llama 3.2 3B
Repository 🤗	https://huggingface.co/sai-santhosh/text-2-sql-Llama-3.2-3B
Base Model(s)	meta-llama/Llama-3.2-3B meta-llama/Llama-3.2-3B
Model Size	3b
Required VRAM	6.5 GB
Updated	2026-07-26
Maintainer	sai-santhosh
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	apache-2.0
Context Length	131072
Model Max Length	131072
Transformers Version	4.48.3
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<\|eot_id\|>
Vocabulary Size	128256
Torch Data Type	bfloat16

Rank the Text 2 Sql Llama 3.2 3B 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

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Llama3.2 3B Manumit V1	128K / 6.4 GB	135	0
Llama 3.2 3B Instruct	128K / 6.5 GB	991	9
... V7 SFT 10voicebot Loopcleaned	128K / 6.5 GB	229	0
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DeepSeek R1 Distill Llama 3B	128K / 6.5 GB	247	16
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... 3.2 3B Math Instruct RE1 ORPO	128K / 6.5 GB	48	0

Note: green Score (e.g. "73.2") means that the model is better than sai-santhosh/text-2-sql-Llama-3.2-3B.