Cdlm 7 Ko Nl2sql V1.0 by haes95

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  Arxiv:1910.09700   Autotrain compatible   Codegen   Conversational Dataset:b-mc2/sql-create-conte...   Dataset:shangrilar/ko text2sql   En   Endpoints compatible   Instruct   Ko   Llama   Region:us   Safetensors   Sharded   Tensorflow

Cdlm 7 Ko Nl2sql V1.0 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Cdlm 7 Ko Nl2sql V1.0 (haes95/cdlm-7-ko-nl2sql-v1.0)

Cdlm 7 Ko Nl2sql V1.0 Parameters and Internals

LLM NameCdlm 7 Ko Nl2sql V1.0
Repository ๐Ÿค—https://huggingface.co/haes95/cdlm-7-ko-nl2sql-v1.0 
Model Size7b
Required VRAM13.5 GB
Updated2024-12-22
Maintainerhaes95
Model Typellama
Instruction-BasedYes
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   3.6 GB: 3-of-3
Supported Languagesko en
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length16384
Model Max Length16384
Transformers Version4.38.1
Tokenizer ClassCodeLlamaTokenizer
Vocabulary Size32016
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than haes95/cdlm-7-ko-nl2sql-v1.0.

Rank the Cdlm 7 Ko Nl2sql V1.0 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 v20241217