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Code Llama 2 13B Instruct Text2sql by bugdaryan

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  Autotrain compatible   Codegen Dataset:bugdaryan/sql-create-c...   En   Endpoints compatible   Instruct   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow

Code Llama 2 13B Instruct Text2sql Benchmarks

LLME Score: 0.1589
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Code Llama 2 13B Instruct Text2sql Parameters and Internals

LLM NameCode Llama 2 13B Instruct Text2sql
Repository 🤗https://huggingface.co/bugdaryan/Code-Llama-2-13B-instruct-text2sql 
Model Size13b
Required VRAM26 GB
Updated2024-10-18
Maintainerbugdaryan
Model Typellama
Instruction-BasedYes
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3   9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3
Supported Languagesen
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length16384
Model Max Length16384
Transformers Version4.34.0.dev0
Tokenizer ClassCodeLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32016
Torch Data Typefloat16
Code Llama 2 13B Instruct Text2sql (bugdaryan/Code-Llama-2-13B-instruct-text2sql)

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...Llama 13B Instruct Hf 4bit MLX16K / 7.8 GB262
...13B Instruct Nf4 Fp16 Upscaled16K / 26 GB5720
Note: green Score (e.g. "73.2") means that the model is better than bugdaryan/Code-Llama-2-13B-instruct-text2sql.

Rank the Code Llama 2 13B Instruct Text2sql 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 v2024072803
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