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Sqlcoder 7B GPTQ by TheBloke

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  4-bit   Autotrain compatible   Base model:defog/sqlcoder-7b Base model:quantized:defog/sql...   Code   En   Gptq   Mistral   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/sqlcoder-7B-GPTQ 

Sqlcoder 7B GPTQ Benchmarks

LLME Score: 0.12044
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sqlcoder 7B GPTQ (TheBloke/sqlcoder-7B-GPTQ)
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Sqlcoder 7B GPTQ Parameters and Internals

Model Type 
text-generation, SQL generation
Use Cases 
Areas:
SQL generation from natural language
Primary Use Cases:
Generate SQL queries from natural language questions
Additional Notes 
SQLCoder is designed for converting natural language questions into SQL queries, with a focus on outperforming implemented models like gpt-3.5-turbo and delivering effective results when adapted to specific database schemas.
Supported Languages 
en (full)
Training Details 
Data Sources:
human-curated questions based on 10 different schemas
Data Volume:
20,000+ questions
Safety Evaluation 
Methodologies:
evaluation framework for novel datasets
Input Output 
Input Format:
Natural language questions to be converted into SQL queries, fitting given prompt templates.
Accepted Modalities:
text
Output Format:
SQL query
LLM NameSqlcoder 7B GPTQ
Repository 🤗https://huggingface.co/TheBloke/sqlcoder-7B-GPTQ 
Model NameSQLCoder 7B
Model CreatorDefog.ai
Base Model(s)  Sqlcoder 7B   defog/sqlcoder-7b
Model Size7b
Required VRAM4.2 GB
Updated2025-09-23
MaintainerTheBloke
Model Typemistral
Model Files  4.2 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureMistralForCausalLM
Licensecc-by-sa-4.0
Context Length32768
Model Max Length32768
Transformers Version4.35.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/sqlcoder-7B-GPTQ.

Rank the Sqlcoder 7B GPTQ Capabilities

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Instruction Following and Task Automation  
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