Ax4 Mongodb Query Generator by solbi12

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  Autotrain compatible Base model:finetune:skt/a.x-4....   Base model:skt/a.x-4.0-light   Conversational   Database   Ecommerce   En   Endpoints compatible   Finetuned   Ko   Korean   Mongodb   Natural-language-to-code   Query-generation   Qwen2   Region:us   Safetensors   Sharded   Tensorflow

Ax4 Mongodb Query Generator Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Ax4 Mongodb Query Generator (solbi12/ax4-mongodb-query-generator)
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Ax4 Mongodb Query Generator Parameters and Internals

LLM NameAx4 Mongodb Query Generator
Repository ๐Ÿค—https://huggingface.co/solbi12/ax4-mongodb-query-generator 
Base Model(s)  skt/A.X-4.0-Light   skt/A.X-4.0-Light
Model Size7.3b
Required VRAM14.5 GB
Updated2025-09-16
Maintainersolbi12
Model Typeqwen2
Model Files  5.0 GB: 1-of-3   4.9 GB: 2-of-3   4.6 GB: 3-of-3
Supported Languagesko en
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length16384
Model Max Length16384
Transformers Version4.56.1
Tokenizer ClassGPT2Tokenizer
Padding Token<|pad|>
Vocabulary Size102400
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than solbi12/ax4-mongodb-query-generator.

Rank the Ax4 Mongodb Query Generator 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  
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