CodeLlama Text To Sql Finetuned by sid321axn

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  Arxiv:1910.09700   Autotrain compatible   Codegen   Endpoints compatible   Finetuned   Llama   Lora   Region:us   Safetensors   Sharded   Tensorflow

CodeLlama Text To Sql Finetuned Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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CodeLlama Text To Sql Finetuned Parameters and Internals

LLM NameCodeLlama Text To Sql Finetuned
Repository ๐Ÿค—https://huggingface.co/sid321axn/CodeLlama-text-to-sql-finetuned 
Model Size6.7b
Required VRAM13.5 GB
Updated2025-06-09
Maintainersid321axn
Model Files  0.1 GB   4.9 GB: 1-of-3   5.0 GB: 2-of-3   3.6 GB: 3-of-3
Generates CodeYes
Model ArchitectureAutoModelForCausalLM
Is Biasednone
Tokenizer ClassCodeLlamaTokenizer
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|k_proj|v_proj|o_proj
LoRA Alpha16
LoRA Dropout0.1
R Param32
CodeLlama Text To Sql Finetuned (sid321axn/CodeLlama-text-to-sql-finetuned)

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Note: green Score (e.g. "73.2") means that the model is better than sid321axn/CodeLlama-text-to-sql-finetuned.

Rank the CodeLlama Text To Sql Finetuned Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124