Querypls Prompt2sql by samadpls

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  8-bit   Autotrain compatible   Bitsandbytes Dataset:b-mc2/sql-create-conte... Dataset:samadpls/querypls-prom...   En   Endpoints compatible   Langchain   Llama   Opensource   Region:us   Safetensors   Satblebeluga-7b   Sharded   Stabilityai   Stabilityai/stablebeluga-7b   Tensorflow

Querypls Prompt2sql Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Querypls Prompt2sql (samadpls/querypls-prompt2sql)

Querypls Prompt2sql Parameters and Internals

Model Type 
text2text-generation
Use Cases 
Areas:
research, commercial applications
Applications:
SQL query generation
Primary Use Cases:
text-to-SQL generation
Additional Notes 
Model is part of the Querypls project and may have size limitations in certain environments.
Supported Languages 
en (Proficient)
Training Details 
Data Sources:
samadpls/querypls-prompt2sql-dataset, b-mc2/sql-create-context
Hardware Used:
Google Colab
LLM NameQuerypls Prompt2sql
Repository ๐Ÿค—https://huggingface.co/samadpls/querypls-prompt2sql 
Model Size7b
Required VRAM7 GB
Updated2025-02-22
Maintainersamadpls
Model Typellama
Model Files  5.0 GB: 1-of-2   2.0 GB: 2-of-2
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.35.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than samadpls/querypls-prompt2sql.

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227