Sqlcoder 34B Alpha AWQ by TheBloke

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  4-bit   Autotrain compatible   Awq Base model:defog/sqlcoder-34b-... Base model:quantized:defog/sql...   En   Llama   Quantized   Region:us   Safetensors   Sharded   Tensorflow

Sqlcoder 34B Alpha 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 34B Alpha AWQ (TheBloke/sqlcoder-34b-alpha-AWQ)
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Sqlcoder 34B Alpha AWQ Parameters and Internals

Model Type 
LLaMA, text-generation
Use Cases 
Areas:
converting natural language to SQL queries
Additional Notes 
SQLCoder-34B is fine-tuned on a base CodeLlama model.
Supported Languages 
en (English)
Training Details 
Data Sources:
human-curated questions
Methodology:
fine-tuning on a base CodeLlama model, more than 20,000 questions, based on 10 different schemas
Model Architecture:
LLaMA based
Input Output 
Input Format:
Natural language question
Accepted Modalities:
text
Output Format:
SQL query
LLM NameSqlcoder 34B Alpha AWQ
Repository ๐Ÿค—https://huggingface.co/TheBloke/sqlcoder-34b-alpha-AWQ 
Model NameSQLCoder 34B Alpha
Model CreatorDefog.ai
Base Model(s)  Sqlcoder 34B Alpha   defog/sqlcoder-34b-alpha
Model Size34b
Required VRAM18.3 GB
Updated2025-09-15
MaintainerTheBloke
Model Typellama
Model Files  9.9 GB: 1-of-2   8.4 GB: 2-of-2
Supported Languagesen
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureLlamaForCausalLM
Licensecc-by-4.0
Context Length16384
Model Max Length16384
Transformers Version4.35.0
Tokenizer ClassCodeLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/sqlcoder-34b-alpha-AWQ.

Rank the Sqlcoder 34B Alpha AWQ Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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Data Analysis and Insight Generation  
Text Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124