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Code Llama 7B Text To Sql by philschmid

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  Adapter Base model:adapter:codellama/c... Base model:codellama/codellama...   Codegen   Dataset:generator   Finetuned   Generated from trainer   Lora   Peft   Region:us   Safetensors   Sft   Tensorboard   Trl
Model Card on HF 🤗: https://huggingface.co/philschmid/code-llama-7b-text-to-sql 

Code Llama 7B Text To Sql Benchmarks

LLME Score: 0.16795
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Code Llama 7B Text To Sql (philschmid/code-llama-7b-text-to-sql)

Code Llama 7B Text To Sql Parameters and Internals

Model Type 
text-to-SQL
Training Details 
Data Sources:
generator
LLM NameCode Llama 7B Text To Sql
Repository 🤗https://huggingface.co/philschmid/code-llama-7b-text-to-sql 
Base Model(s)  CodeLlama 7B Hf   codellama/CodeLlama-7b-hf
Model Size7b
Required VRAM1.8 GB
Updated2024-12-22
Maintainerphilschmid
Model Files  1.8 GB   0.0 GB
Generates CodeYes
Model ArchitectureAdapter
Licensellama2
Is Biasednone
Tokenizer ClassCodeLlamaTokenizer
Padding Token<|im_end|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|v_proj|gate_proj|up_proj|down_proj|k_proj|o_proj
LoRA Alpha128
LoRA Dropout0.05
R Param256

Quantized Models of the Code Llama 7B Text To Sql

Model
Likes
Downloads
VRAM
CodeLlama 7B Fp167322613 GB

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Note: green Score (e.g. "73.2") means that the model is better than philschmid/code-llama-7b-text-to-sql.

Rank the Code Llama 7B Text To Sql 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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Release v20241217
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