Total runs:
34.8K
Run Growth:
-59.0K
Growth Rate:
-169.62%
Sponsored by
APIMart
defog / llama-3-sqlcoder-8b
Model's Last Updated: July 24 2024
text-generation
Introduction of llama-3-sqlcoder-8b
Model Details of llama-3-sqlcoder-8b
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.
Model Description
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
Contact us on X at @defogdata , or on email at [email protected]
Runs of defog llama-3-sqlcoder-8b on huggingface.co
1.5K
Total runs
-3
24-hour runs
6
3-day runs
146
7-day runs
-429
30-day runs
More Information About llama-3-sqlcoder-8b huggingface.co Model
Url of llama-3-sqlcoder-8b
llama-3-sqlcoder-8b huggingface.co Url
Provider of llama-3-sqlcoder-8b huggingface.co
Other API from defog
Updated:February 12 2024
Total runs:
1.1K
Run Growth:
89
Growth Rate:
8.39%
Total runs:
129
Run Growth:
-46
Growth Rate:
-35.66%