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Gen Sql 4B Thinking AWQ by researchsocaai

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  4-bit   Autotrain compatible   Awq Base model:quantized:researchs... Base model:researchsocaai/gen-...   Bitsandbytes   Conversational   En   Endpoints compatible   Quantized   Qwen3   Region:us   Safetensors   Unsloth
Model Card on HF 🤗: https://huggingface.co/researchsocaai/gen-sql-4b-thinking-awq 

Gen Sql 4B Thinking AWQ Benchmarks

LLME Score: 0.27658
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gen Sql 4B Thinking AWQ (researchsocaai/gen-sql-4b-thinking-awq)
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Gen Sql 4B Thinking AWQ Parameters and Internals

LLM NameGen Sql 4B Thinking AWQ
Repository 🤗https://huggingface.co/researchsocaai/gen-sql-4b-thinking-awq 
Base Model(s)  dwikitheduck/gen-sql-thinking-awq   dwikitheduck/gen-sql-thinking-awq
Model Size4b
Required VRAM3.5 GB
Updated2025-06-18
Maintainerresearchsocaai
Model Typeqwen3
Model Files  3.5 GB
Supported Languagesen
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureQwen3ForCausalLM
Licenseapache-2.0
Context Length40960
Model Max Length40960
Transformers Version4.52.4
Tokenizer ClassQwen2Tokenizer
Padding Token<|vision_pad|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

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...d Qwen3 4B Abliterated V1 4bit40K / 2.3 GB15512
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Qwen3 4B Base Unsloth Bnb 4bit32K / 3.3 GB179470
Note: green Score (e.g. "73.2") means that the model is better than researchsocaai/gen-sql-4b-thinking-awq.

Rank the Gen Sql 4B Thinking AWQ Capabilities

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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  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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