bstraehle_-_Meta-Llama-3.1-8B-text-to-sql-gguf

RichardErkhov/bstraehle_-_Meta-Llama-3.1-8B-text-to-sql-gguf

bstraehle_-_Meta-Llama-3.1-8B-text-to-sql-gguf is a machine learning model from RichardErkhov. Use it for the machine learning task on the model card, and read the license before you ship it in a product.

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92.9 GB

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Hugging Face

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.gguf108 GB · 100%

At a glance

Access: Public
Created: Sep 23, 2024
Updated: Sep 24, 2024
SHA: 27b205d4

Model card

From the Hugging Face model README

Quantization made by Richard Erkhov.

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Meta-Llama-3.1-8B-text-to-sql - GGUF

Model creator: https://huggingface.co/bstraehle/
Original model: https://huggingface.co/bstraehle/Meta-Llama-3.1-8B-text-to-sql/

Name	Quant method	Size
Meta-Llama-3.1-8B-text-to-sql.Q2_K.gguf	Q2_K	2.96GB
Meta-Llama-3.1-8B-text-to-sql.IQ3_XS.gguf	IQ3_XS	3.28GB
Meta-Llama-3.1-8B-text-to-sql.IQ3_S.gguf	IQ3_S	3.43GB
Meta-Llama-3.1-8B-text-to-sql.Q3_K_S.gguf	Q3_K_S	3.41GB
Meta-Llama-3.1-8B-text-to-sql.IQ3_M.gguf	IQ3_M	3.52GB
Meta-Llama-3.1-8B-text-to-sql.Q3_K.gguf	Q3_K	3.74GB
Meta-Llama-3.1-8B-text-to-sql.Q3_K_M.gguf	Q3_K_M	3.74GB
Meta-Llama-3.1-8B-text-to-sql.Q3_K_L.gguf	Q3_K_L	4.03GB
Meta-Llama-3.1-8B-text-to-sql.IQ4_XS.gguf	IQ4_XS	4.18GB
Meta-Llama-3.1-8B-text-to-sql.Q4_0.gguf	Q4_0	4.34GB
Meta-Llama-3.1-8B-text-to-sql.IQ4_NL.gguf	IQ4_NL	4.38GB
Meta-Llama-3.1-8B-text-to-sql.Q4_K_S.gguf	Q4_K_S	4.37GB
Meta-Llama-3.1-8B-text-to-sql.Q4_K.gguf	Q4_K	4.58GB
Meta-Llama-3.1-8B-text-to-sql.Q4_K_M.gguf	Q4_K_M	4.58GB
Meta-Llama-3.1-8B-text-to-sql.Q4_1.gguf	Q4_1	4.78GB
Meta-Llama-3.1-8B-text-to-sql.Q5_0.gguf	Q5_0	5.21GB
Meta-Llama-3.1-8B-text-to-sql.Q5_K_S.gguf	Q5_K_S	5.21GB
Meta-Llama-3.1-8B-text-to-sql.Q5_K.gguf	Q5_K	5.34GB
Meta-Llama-3.1-8B-text-to-sql.Q5_K_M.gguf	Q5_K_M	5.34GB
Meta-Llama-3.1-8B-text-to-sql.Q5_1.gguf	Q5_1	5.65GB
Meta-Llama-3.1-8B-text-to-sql.Q6_K.gguf	Q6_K	6.14GB
Meta-Llama-3.1-8B-text-to-sql.Q8_0.gguf	Q8_0	7.95GB

Original model description:

library_name: transformers tags: []

Supervised Fine-Tuning (SFT)

Full Fine-Tuning
Parameter-Efficient Fine-Tuning (PEFT)
- Low-Rank Adaptation (LoRA)
- Quantized Low-Rank Adaptation (QLoRA)

Example

Model meta-llama/Meta-Llama-3.1-8B
Dataset gretelai/synthetic_text_to_sql

Created: Sep 23, 2024
Updated: Sep 24, 2024