Defog AI
About Defog AI
Defog develops model and software resources for natural-language interaction with databases. Its SQLCoder project focuses on translating questions into SQL queries and publishes implementation, training and evaluation information. Database schema and query constraints form part of that task's conditions.
Focus
- Natural-language-to-SQL models
- Database-query tooling
- Task-specific model development
Projects and interfaces
SQLCoder
model family and software
Language models and supporting tools for producing SQL from natural-language questions.
Scope and limitations
- The repository distinguishes software licensing from model-weight licensing.
Official references
- Defog SQLCoder official README. Checked .
Models
49 named catalog records. These are name and distribution records, not a count of distinct model architectures.
- sqlcoder
- sqlcoder:15b
- sqlcoder:15b-fp16
- sqlcoder:15b-q2_K
- sqlcoder:15b-q3_K_L
- sqlcoder:15b-q3_K_M
- sqlcoder:15b-q3_K_S
- sqlcoder:15b-q4_0
- sqlcoder:15b-q4_1
- sqlcoder:15b-q4_K_M
- sqlcoder:15b-q4_K_S
- sqlcoder:15b-q5_0
- sqlcoder:15b-q5_1
- sqlcoder:15b-q5_K_M
- sqlcoder:15b-q5_K_S
- sqlcoder:15b-q6_K
- sqlcoder:15b-q8_0
- sqlcoder:70b-alpha-fp16
- sqlcoder:70b-alpha-q2_K
- sqlcoder:70b-alpha-q3_K_L
- sqlcoder:70b-alpha-q3_K_M
- sqlcoder:70b-alpha-q3_K_S
- sqlcoder:70b-alpha-q4_0
- sqlcoder:70b-alpha-q4_1
- sqlcoder:70b-alpha-q4_K_M
- sqlcoder:70b-alpha-q4_K_S
- sqlcoder:70b-alpha-q5_0
- sqlcoder:70b-alpha-q5_1
- sqlcoder:70b-alpha-q5_K_M
- sqlcoder:70b-alpha-q5_K_S
- sqlcoder:70b-alpha-q6_K
- sqlcoder:70b-alpha-q8_0
- sqlcoder:7b
- sqlcoder:7b-fp16
- sqlcoder:7b-q2_K
- sqlcoder:7b-q3_K_L
- sqlcoder:7b-q3_K_M
- sqlcoder:7b-q3_K_S
- sqlcoder:7b-q4_0
- sqlcoder:7b-q4_1
- sqlcoder:7b-q4_K_M
- sqlcoder:7b-q4_K_S
- sqlcoder:7b-q5_0
- sqlcoder:7b-q5_1
- sqlcoder:7b-q5_K_M
- sqlcoder:7b-q5_K_S
- sqlcoder:7b-q6_K
- sqlcoder:7b-q8_0
- sqlcoder:latest