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Rain SQLCoder by SuanChang

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  Autotrain compatible Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-coder-...   Codegen   Conversational   Endpoints compatible   Instruct   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/SuanChang/rain-SQLCoder 

Rain SQLCoder Benchmarks

LLME Score: 0.22458
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Rain SQLCoder (SuanChang/rain-SQLCoder)
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Rain SQLCoder Parameters and Internals

LLM NameRain SQLCoder
Repository 🤗https://huggingface.co/SuanChang/rain-SQLCoder 
Base Model(s)  Qwen/Qwen2.5-Coder-32B-Instruct   Qwen/Qwen2.5-Coder-32B-Instruct
Model Size32b
Required VRAM64 GB
Updated2025-07-30
MaintainerSuanChang
Model Typeqwen2
Instruction-BasedYes
Model Files  2.0 GB: 1-of-34   1.9 GB: 2-of-34   1.9 GB: 3-of-34   1.9 GB: 4-of-34   1.9 GB: 5-of-34   1.9 GB: 6-of-34   1.9 GB: 7-of-34   1.9 GB: 8-of-34   1.9 GB: 9-of-34   1.9 GB: 10-of-34   1.9 GB: 11-of-34   1.9 GB: 12-of-34   1.9 GB: 13-of-34   1.9 GB: 14-of-34   1.9 GB: 15-of-34   1.9 GB: 16-of-34   1.9 GB: 17-of-34   1.9 GB: 18-of-34   1.9 GB: 19-of-34   1.9 GB: 20-of-34   1.9 GB: 21-of-34   1.9 GB: 22-of-34   1.9 GB: 23-of-34   1.9 GB: 24-of-34   1.9 GB: 25-of-34   1.9 GB: 26-of-34   1.9 GB: 27-of-34   1.9 GB: 28-of-34   1.9 GB: 29-of-34   1.9 GB: 30-of-34   1.9 GB: 31-of-34   1.9 GB: 32-of-34   1.5 GB: 33-of-34   1.6 GB: 34-of-34
Generates CodeYes
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.43.4
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

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Context / RAM
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Qwen2.5 Coder 32B Instruct32K / 65.8 GB862101910
Openhands Lm 32B V0.132K / 65.8 GB2959385
Note: green Score (e.g. "73.2") means that the model is better than SuanChang/rain-SQLCoder.

Rank the Rain SQLCoder 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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Release v20241124
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