LLM EXPLORER 61,918 MODELS INDEXED

Sqlcoder2 by defog

By defog · 4411 downloads
HF Repo ↗ Copy URL

Sqlcoder2 is an open-source language model by defog. Features: LLM, VRAM: 31.2GB, License: other, Code Generating, LLM Explorer Score: 0.11.

  Code   Codegen   En   Endpoints compatible   Gpt bigcode   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/defog/sqlcoder2 

Sqlcoder2 Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
Research, Commercial applications
Primary Use Cases:
Natural language to SQL query conversion
Training Details 
Data Sources:
human-curated questions based on 10 different schemas
Data Volume:
more than 20,000 questions
Methodology:
fine-tuned on a base StarCoder model
LLM NameSqlcoder2
Repository 🤗https://huggingface.co/defog/sqlcoder2 
Required VRAM31.2 GB
Updated2026-07-28
Maintainerdefog
Model Typegpt_bigcode
Model Files  10.0 GB: 1-of-4   9.9 GB: 2-of-4   9.9 GB: 3-of-4   1.4 GB: 4-of-4
Supported Languagesen
Generates CodeYes
Model ArchitectureGPTBigCodeForCausalLM
Licenseother
Transformers Version4.34.0
Tokenizer ClassGPT2Tokenizer
Vocabulary Size49152
Torch Data Typefloat16
Activation Functiongelu

Quantized Models of the Sqlcoder2

Model
Likes
Downloads
VRAM
Sqlcoder2 GGUF286626 GB
Sqlcoder2 GPTQ11129 GB

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Note: green Score (e.g. "73.2") means that the model is better than defog/sqlcoder2.