text-2-sql-Llama-3.2-3B-GGUF

tensorblock/text-2-sql-Llama-3.2-3B-GGUF

text-2-sql-Llama-3.2-3B-GGUF is a text generation model from tensorblock. Use it when you need the model to write or continue text. The card lists the license as apache-2.0.

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Downloads · 30 days

2% of all-time downloads

All-time downloads

1.5K

Public

Repo size

25.2 GB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.gguf1.4 GB · 100%

At a glance

Task: Text Generation
License: apache-2.0
Access: Public
Created: Mar 22, 2025
Updated: Jan 27, 2026
SHA: db029c3a

Try a prompt

Base models

sai-santhosh/text-2-sql-Llama-3.2-3B

Model card

From the Hugging Face model README

sai-santhosh/text-2-sql-Llama-3.2-3B - GGUF

This repo contains GGUF format model files for sai-santhosh/text-2-sql-Llama-3.2-3B.

The files were quantized using machines provided by TensorBlock, and they are compatible with llama.cpp as of commit b4882.

Our projects

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<|begin_of_text|><|start_header_id|>system<|end_header_id|>

Cutting Knowledge Date: December 2023
Today Date: 23 Mar 2025

{system_prompt}<|eot_id|><|start_header_id|>user<|end_header_id|>

{prompt}<|eot_id|><|start_header_id|>assistant<|end_header_id|>

Model file specification

Filename	Quant type	File Size	Description
text-2-sql-Llama-3.2-3B-Q2_K.gguf	Q2_K	1.364 GB	smallest, significant quality loss - not recommended for most purposes
text-2-sql-Llama-3.2-3B-Q3_K_S.gguf	Q3_K_S	1.543 GB	very small, high quality loss
text-2-sql-Llama-3.2-3B-Q3_K_M.gguf	Q3_K_M	1.687 GB	very small, high quality loss
text-2-sql-Llama-3.2-3B-Q3_K_L.gguf	Q3_K_L	1.815 GB	small, substantial quality loss
text-2-sql-Llama-3.2-3B-Q4_0.gguf	Q4_0	1.917 GB	legacy; small, very high quality loss - prefer using Q3_K_M
text-2-sql-Llama-3.2-3B-Q4_K_S.gguf	Q4_K_S	1.928 GB	small, greater quality loss
text-2-sql-Llama-3.2-3B-Q4_K_M.gguf	Q4_K_M	2.019 GB	medium, balanced quality - recommended
text-2-sql-Llama-3.2-3B-Q5_0.gguf	Q5_0	2.270 GB	legacy; medium, balanced quality - prefer using Q4_K_M
text-2-sql-Llama-3.2-3B-Q5_K_S.gguf	Q5_K_S	2.270 GB	large, low quality loss - recommended
text-2-sql-Llama-3.2-3B-Q5_K_M.gguf	Q5_K_M	2.322 GB	large, very low quality loss - recommended
text-2-sql-Llama-3.2-3B-Q6_K.gguf	Q6_K	2.644 GB	very large, extremely low quality loss
text-2-sql-Llama-3.2-3B-Q8_0.gguf	Q8_0	3.422 GB	very large, extremely low quality loss - not recommended

Downloading instruction

Command line

Firstly, install Huggingface Client

pip install -U "huggingface_hub[cli]"

Then, downoad the individual model file the a local directory

huggingface-cli download tensorblock/text-2-sql-Llama-3.2-3B-GGUF --include "text-2-sql-Llama-3.2-3B-Q2_K.gguf" --local-dir MY_LOCAL_DIR

If you wanna download multiple model files with a pattern (e.g., *Q4_K*gguf), you can try:

huggingface-cli download tensorblock/text-2-sql-Llama-3.2-3B-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'

Task: Text Generation
License: apache-2.0
Languages: en
Created: Mar 22, 2025
Updated: Jan 27, 2026