Openthaigpt 1.0.0 7B Chat Text2sql by saksornr

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Openthaigpt 1.0.0 7B Chat Text2sql Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Openthaigpt 1.0.0 7B Chat Text2sql (saksornr/openthaigpt-1.0.0-7b-chat-text2sql)

Openthaigpt 1.0.0 7B Chat Text2sql Parameters and Internals

Model Type 
text-generation-inference, transformers
Training Details 
Methodology:
This llama model was trained 2x faster with Unsloth and Huggingface's TRL library.
LLM NameOpenthaigpt 1.0.0 7B Chat Text2sql
Repository ๐Ÿค—https://huggingface.co/saksornr/openthaigpt-1.0.0-7b-chat-text2sql 
Base Model(s)  openthaigpt/openthaigpt-1.0.0-7b-chat   openthaigpt/openthaigpt-1.0.0-7b-chat
Model Size7b
Required VRAM0.2 GB
Updated2024-12-22
Maintainersaksornr
Model Files  0.2 GB   3.9 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf|q4|q4_k
Model ArchitectureAutoModel
Licenseapache-2.0
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesdown_proj|up_proj|o_proj|v_proj|q_proj|k_proj|gate_proj
LoRA Alpha16
LoRA Dropout0
R Param16

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Note: green Score (e.g. "73.2") means that the model is better than saksornr/openthaigpt-1.0.0-7b-chat-text2sql.

Rank the Openthaigpt 1.0.0 7B Chat 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217