Openthaigpt 1.0.0 Alpha 7B Chat by openthaigpt

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  Dataset:iapp wiki qa squad   Dataset:kobkrit/rd-taxqa Dataset:thaweewat/alpaca-clean... Dataset:thaweewat/alpaca-finan... Dataset:thaweewat/databricks-d... Dataset:thaweewat/gpteacher-20...   Dataset:thaweewat/hc3-24k-th Dataset:thaweewat/instruction-... Dataset:thaweewat/onet-m6-soci...   En   Endpoints compatible   Instruct   Llama   Lora   Openthaigpt   Region:us   Th

Openthaigpt 1.0.0 Alpha 7B Chat 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 Alpha 7B Chat (openthaigpt/openthaigpt-1.0.0-alpha-7b-chat)

Openthaigpt 1.0.0 Alpha 7B Chat Parameters and Internals

Model Type 
text-generation
Additional Notes 
The model allows both research and commercial use.
Supported Languages 
th (native), en (supported)
Training Details 
Data Sources:
kobkrit/rd-taxqa, iapp_wiki_qa_squad, Thaweewat/alpaca-cleaned-52k-th, Thaweewat/instruction-wild-52k-th, Thaweewat/databricks-dolly-15k-th, Thaweewat/hc3-24k-th, Thaweewat/gpteacher-20k-th, Thaweewat/onet-m6-social, Thaweewat/alpaca-finance-43k-th
Context Length:
4096
LLM NameOpenthaigpt 1.0.0 Alpha 7B Chat
Repository ๐Ÿค—https://huggingface.co/openthaigpt/openthaigpt-1.0.0-alpha-7b-chat 
Model Size7b
Required VRAM0.3 GB
Updated2024-12-22
Maintaineropenthaigpt
Instruction-BasedYes
Model Files  0.3 GB
Supported Languagesth en
Model ArchitectureAutoModel
Licenseapache-2.0
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|k_proj|v_proj|o_proj
LoRA Alpha16
LoRA Dropout0.05
R Param64

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

Rank the Openthaigpt 1.0.0 Alpha 7B Chat 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