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Llama3 8B Sql Create Context by artificialguybr

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Llama3 8B Sql Create Context is an open-source language model by artificialguybr. Features: 8b LLM, VRAM: 16.1GB, Context: 8K, LLM Explorer Score: 0.14.

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 Benchmarks

LLME Score: 0.14305
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3 8B Sql Create Context (artificialguybr/llama3-8b-sql-create-context)
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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 NameLlama3 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 Size8b
Required VRAM16.1 GB
Updated2026-05-08
Maintainerartificialguybr
Model Typellama
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 ArchitectureLlamaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

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

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  
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