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Model Card on HF 🤗: https://huggingface.co/Ellbendls/Qwen-3-4b-Text_to_SQL
Qwen 3 4B Text To SQL Benchmarks
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
Qwen 3 4B Text To SQL Parameters and Internals
| LLM Name | Qwen 3 4B Text To SQL |
| Repository 🤗 | https://huggingface.co/Ellbendls/Qwen-3-4b-Text_to_SQL |
| Base Model(s) | |
| Model Size | 4b |
| Required VRAM | 8.1 GB |
| Updated | 2025-09-19 |
| Maintainer | Ellbendls |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en |
| Model Architecture | AutoModelForCausalLM |
| License | apache-2.0 |
| Model Max Length | 262144 |
| Is Biased | none |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|im_end|> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | k_proj|o_proj|down_proj|gate_proj|v_proj|up_proj|q_proj |
| LoRA Alpha | 32 |
| LoRA Dropout | 0.05 |
| R Param | 16 |
| Errors | replace |
Rank the Qwen 3 4B Text To SQL Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124