What are the hardware requirements for Llama3 8B Sql Create Context?

Llama3 8B Sql Create Context requires approximately 16.1 GB of VRAM and supports a context window of 8K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Llama3 8B Sql Create Context and how large is it?

Llama3 8B Sql Create Context is developed by artificialguybr, a model with 8b 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 Llama3 8B Sql Create Context?

Llama3 8B Sql Create Context is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Llama3 8B Sql Create Context by artificialguybr — VRAM 16.1GB, 8K context

Name: Llama3 8B Sql Create Context
Author: artificialguybr

Llama3 8B Sql Create Context is an open-source language model by artificialguybr. Features: 8b LLM, VRAM: 16.1GB, Context: 8K, LLM Explorer Score: 0.12.

Base model:finetune:nousresear... Base model:nousresearch/meta-l... Conversational Endpoints compatible Generated from trainer Llama Pytorch Region:us Safetensors Sharded

Model Card on HF 🤗: https://huggingface.co/artificialguybr/llama3-8b-sql-create-context

Llama3 8B Sql Create Context Parameters and Internals

Model Type

text-to-SQL language model

Use Cases

Primary Use Cases:

Generating SQL queries from natural language inputs, Supporting data analysis and visualization tasks, Integrating with other language models or tools

Limitations:

Relies on the accuracy of the provided CREATE TABLE statement, May not perform well with incomplete or incorrect schemas, May not generalize to unseen SQL dialects or schemas, May not handle complex queries, May not handle queries requiring external knowledge or common sense, May not handle ambiguous or open-ended queries

Training Details

Data Sources:

b-mc2/sql-create-context

Data Volume:

78,577 examples

LLM Name	Llama3 8B Sql Create Context
Repository 🤗	https://huggingface.co/artificialguybr/llama3-8b-sql-create-context
Base Model(s)	Meta Llama 3 8B NousResearch/Meta-Llama-3-8B
Model Size	8b
Required VRAM	16.1 GB
Updated	2026-07-26
Maintainer	artificialguybr
Model Type	llama
Model Files	5.0 GB: 1-of-4 5.0 GB: 2-of-4 4.9 GB: 3-of-4 1.2 GB: 4-of-4
Model Architecture	LlamaForCausalLM
Context Length	8192
Model Max Length	8192
Transformers Version	4.40.0.dev0
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<\|end_of_text\|>
Vocabulary Size	128256
Torch Data Type	bfloat16

Rank the Llama3 8B Sql Create Context 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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Note: green Score (e.g. "73.2") means that the model is better than artificialguybr/llama3-8b-sql-create-context.