Sqlcoder 7B AWQ by TheBloke

 ยป  All LLMs  ยป  TheBloke  ยป  Sqlcoder 7B AWQ   URL Share it on

Sqlcoder 7B AWQ is an open-source language model by TheBloke. Features: 7b LLM, VRAM: 4.2GB, Context: 32K, License: cc-by-sa-4.0, Quantized, LLM Explorer Score: 0.11.

  4-bit   Awq   Base model:defog/sqlcoder-7b Base model:quantized:defog/sql...   Code   En   Mistral   Quantized   Region:us   Safetensors

Sqlcoder 7B AWQ Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sqlcoder 7B AWQ (TheBloke/sqlcoder-7B-AWQ)
๐ŸŒŸ Advertise your project ๐Ÿš€

Sqlcoder 7B AWQ Parameters and Internals

Model Type 
mistral, text-generation
Use Cases 
Areas:
research, commercial applications
Applications:
natural language to SQL generation
Primary Use Cases:
SQL query generation from natural language questions
Supported Languages 
en (proficient)
Training Details 
Data Sources:
human-curated questions based on 10 different schemas
Data Volume:
more than 20,000 questions
Hardware Used:
A100 40GB GPU with `bfloat16` weights
Model Architecture:
fine-tuned on a base Mistral-7B model
LLM NameSqlcoder 7B AWQ
Repository ๐Ÿค—https://huggingface.co/TheBloke/sqlcoder-7B-AWQ 
Model NameSQLCoder 7B
Model CreatorDefog.ai
Base Model(s)  Sqlcoder 7B   defog/sqlcoder-7b
Model Size7b
Required VRAM4.2 GB
Updated2026-03-28
MaintainerTheBloke
Model Typemistral
Model Files  4.2 GB
Supported Languagesen
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureMistralForCausalLM
Licensecc-by-sa-4.0
Context Length32768
Model Max Length32768
Transformers Version4.35.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

Best Alternatives to Sqlcoder 7B AWQ

Best Alternatives
Context / RAM
Downloads
Likes
Mistral 7B Instruct V0.2 AWQ32K / 4.2 GB60
Mistral 7B Instruct V0.3 AWQ32K / 4.2 GB1310217
Mistral 7B Instruct V0.2 AWQ32K / 4.2 GB1434852
Ghost 7B Alpha AWQ32K / 4.2 GB60
Tess 7B V2.0 AWQ32K / 4.2 GB01
...reeze 7B 32K Instruct V1.0 AWQ32K / 4.7 GB90
Breeze 7B Instruct V1.0 AWQ32K / 4.6 GB60
Mahou 1.3a Mistral 7B AWQ32K / 4.2 GB31
Mahou 1.3 Mistral 7B AWQ32K / 4.2 GB70
NSFW DPO Noromaid 7B AWQ32K / 4.2 GB21
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/sqlcoder-7B-AWQ.

Rank the Sqlcoder 7B AWQ Capabilities

๐Ÿ†˜ Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! ๐ŸŒŸ

Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

What open-source LLMs or SLMs are you in search of? 52473 in total.

Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Check out Ag3ntum โ€” our secure, self-hosted AI agent for server management.
Release v20260328a