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chrisjcc
/
Llama-3.1-8B-Instruct-text-to-sql-adapter

Text Generation
PEFT
Safetensors
English
text-to-sql
sql-generation
code-generation
llama
fine-tuned
lora
text2sql
natural-language-to-sql
conversational
Model card Files Files and versions
xet
Community

Instructions to use chrisjcc/Llama-3.1-8B-Instruct-text-to-sql-adapter with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • PEFT

    How to use chrisjcc/Llama-3.1-8B-Instruct-text-to-sql-adapter with PEFT:

    from peft import PeftModel
    from transformers import AutoModelForCausalLM
    
    base_model = AutoModelForCausalLM.from_pretrained("meta-llama/Llama-3.1-8B-Instruct")
    model = PeftModel.from_pretrained(base_model, "chrisjcc/Llama-3.1-8B-Instruct-text-to-sql-adapter")
  • Notebooks
  • Google Colab
  • Kaggle
Llama-3.1-8B-Instruct-text-to-sql-adapter
185 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
chrisjcc's picture
chrisjcc
Upload supervised-fine-tuned text-to-SQL model
9fcb518 verified 8 months ago
  • .gitattributes
    1.57 kB
    Upload supervised-fine-tuned text-to-SQL model 8 months ago
  • README.md
    6.03 kB
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  • adapter_config.json
    943 Bytes
    Upload supervised-fine-tuned text-to-SQL model 8 months ago
  • adapter_model.safetensors
    168 MB
    xet
    Upload supervised-fine-tuned text-to-SQL model 8 months ago
  • chat_template.jinja
    4.61 kB
    Upload supervised-fine-tuned text-to-SQL model 8 months ago
  • special_tokens_map.json
    296 Bytes
    Upload supervised-fine-tuned text-to-SQL model 8 months ago
  • tokenizer.json
    17.2 MB
    xet
    Upload supervised-fine-tuned text-to-SQL model 8 months ago
  • tokenizer_config.json
    50.5 kB
    Upload supervised-fine-tuned text-to-SQL model 8 months ago