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README.md
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@@ -34,3 +34,39 @@ question = "translate natural language to SQL: show all customers"
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inputs = tokenizer(question, return_tensors="pt")
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output = model.generate(**inputs)
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print(tokenizer.decode(output[0], skip_special_tokens=True))
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inputs = tokenizer(question, return_tensors="pt")
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output = model.generate(**inputs)
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print(tokenizer.decode(output[0], skip_special_tokens=True))
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📊 Training Details
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Epochs: 3
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Batch Size: 8
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Learning Rate: 5e-5
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Optimizer: AdamW
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Loss Function: Cross Entropy
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Logged with: Weights & Biases
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📁 Files
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pytorch_model.bin or model.safetensors: The fine-tuned model
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tokenizer_config.json, spiece.model: Tokenizer files
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config.json: Model architecture
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🚀 Intended Use
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Educational and experimental use
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Translate natural language questions into basic SQL queries
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📌 Limitations
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Trained on a very small custom dataset; not production ready
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Limited SQL syntax understanding
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May not generalize to unseen database schemas or complex queries
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📜 License
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Apache 2.0
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