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sqltemple-1.1b-alpha
victorbona/sqltemple-1.1b-alpha
sqltemple-1.1b-alpha is a text generation model from victorbona. Use it when you need the model to write or continue text. The card lists the license as apache-2.0.
SQLTemple-1.1B-Alpha is a specialized SQL code generation model fine-tuned from TinyLlama-1.1B-Chat-v1.0 using LoRA on the Spider dataset.
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1.1B
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At a glance
- Task
- Text Generation
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- Aug 20, 2025
- Updated
- Aug 21, 2025
- SHA
- 1a62e8d3
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Model card
From the Hugging Face model README
SQLTemple-1.1B-Alpha
SQLTemple-1.1B-Alpha is a specialized SQL code generation model fine-tuned from TinyLlama-1.1B-Chat-v1.0 using LoRA on the Spider dataset.
Model Details
- Base Model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
- Parameters: ~1.1B
- Training Dataset: Spider (7,000 examples)
- Training Method: LoRA (r=16, α=32)
- Training Examples: 1,000
- Context Length: 512 tokens
Usage
from transformers import AutoTokenizer, AutoModelForCausalLM
tokenizer = AutoTokenizer.from_pretrained("./sqltemple-1.1b-alpha-hf")
model = AutoModelForCausalLM.from_pretrained("./sqltemple-1.1b-alpha-hf")
prompt = "<|system|>You are an SQL assistant. Answer in valid SQL.\n<|user|>Question: Get all users\n<|assistant|>"
inputs = tokenizer(prompt, return_tensors="pt")
outputs = model.generate(**inputs, max_new_tokens=100)
Training Details
- Epochs: 1
- Learning Rate: 0.0001
- Batch Size: 8
- Task
- Text Generation
- Type
- llama
- License
- apache-2.0
- Languages
- en
- Created
- Aug 20, 2025
- Updated
- Aug 21, 2025