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Sponsored by
APIMart
QuantFactory / llama-3-sqlcoder-8b-GGUF
Model's Last Updated: June 07 2024
text-generation
Introduction of llama-3-sqlcoder-8b-GGUF
Model Details of llama-3-sqlcoder-8b-GGUF
QuantFactory/llama-3-sqlcoder-8b-GGUF
This is quantized version of defog/llama-3-sqlcoder-8b created using llama.cpp
Model Description
A capable language model for text to SQL generation for Postgres, Redshift and Snowflake that is on-par with the most capable generalist frontier models.
Developed by: Defog, Inc Model type: [Text to SQL] License: [CC-by-SA-4.0] Finetuned from model: [Meta-Llama-3-8B-Instruct]
Demo Page
https://defog.ai/sqlcoder-demo/
Ideal prompt and inference parameters
Set temperature to 0, and do not do sampling.
Prompt
<|begin_of_text|><|start_header_id|>user<|end_header_id|>
Generate a SQL query to answer this question: `{user_question}`
{instructions}
DDL statements:
{create_table_statements}<|eot_id|><|start_header_id|>assistant<|end_header_id|>
The following SQL query best answers the question `{user_question}`:
```sql
Evaluation
This model was evaluated on SQL-Eval, a PostgreSQL based evaluation framework developed by Defog for testing and alignment of model capabilities.
You can read more about the methodology behind SQLEval here .
Contact defog
Contact defog on X at @defogdata , or on email at [email protected]
Runs of QuantFactory llama-3-sqlcoder-8b-GGUF on huggingface.co
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More Information About llama-3-sqlcoder-8b-GGUF huggingface.co Model
Url of llama-3-sqlcoder-8b-GGUF
llama-3-sqlcoder-8b-GGUF huggingface.co Url
Provider of llama-3-sqlcoder-8b-GGUF huggingface.co
Other API from QuantFactory
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