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SQLCoder (15B)

Specialized text-to-SQL model. Generates SQL queries from natural language. 135K downloads.

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Parameters
15B
Minimum RAM
12 GB
Model size
9 GB
Quantization
Q4_K_M

Can SQLCoder (15B) run locally?

SQLCoder (15B) is best suited for mainstream Macs and PCs with 16 GB RAM. LocalClaw recommends Q4_K_M as the default quantization, with at least 12 GB RAM.

Search term for LM Studio or compatible runtimes: sqlcoder-15b

Hugging Face repository: defog/sqlcoder-15b-GGUF

codepower

Strengths

  • Specialized text-to-SQL model. Generates SQL queries from natural language. 135K downloads.

Limitations

  • Performance depends heavily on quantization, RAM bandwidth and runtime support.

Best use cases

  • code
  • power

Benchmarks

Speed: 6/10

Quality: 6/10

Coding: 8/10

Reasoning: 6/10

Technical details

Developer: sqlcoder

License: See model repository

Context window: Unknown tokens

Architecture: See model card

Released: 2024-01