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Openthaigpt 1.0.0 13B Chat by openthaigpt

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  Arxiv:2411.07238   Autotrain compatible   En   Endpoints compatible   F16   Finetuned   Ggml   Gguf   Llama   Openthaigpt   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Th
Model Card on HF 🤗: https://huggingface.co/openthaigpt/openthaigpt-1.0.0-13b-chat 

Openthaigpt 1.0.0 13B Chat Benchmarks

ARC: 51.71 vs 96.7 (so35)-46.5%
HellaSwag: 78.01 vs 95.3 (gpt4)-18.1%
MMLU: 47.55 vs 88.3 (so35)-46.1%
TruthfulQA: 44.67 vs 59 (gpt4)-24.3%
WinoGrande: 67.88 vs 87.5 (gpt4)-22.4%
GSM8K: 12.66 vs 96.4 (so35)-86.9%
LLME Score: 0.21529
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 13B Chat (openthaigpt/openthaigpt-1.0.0-13b-chat)

Openthaigpt 1.0.0 13B Chat Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research, commercial applications
Applications:
Thai language understanding and generation
Primary Use Cases:
chatbot and conversational AI, information retrieval augmentation (RAG)
Supported Languages 
th (Thai), en (English)
Training Details 
Data Sources:
65 billion Thai language words, 1 million Thai instruction examples
Data Volume:
65 billion Thai language words
Methodology:
Fine-tuning with 10,000 frequently used Thai words
Context Length:
4096
Input Output 
Input Format:
Llama2 Prompt Format
Accepted Modalities:
text
Output Format:
text
Performance Tips:
Use frequent Thai words to increase generation speed.
Release Notes 
Version:
1.0.0
Date:
2024-04-08
Notes:
First release of OpenThaiGPT 70b, a 70-billion-parameter Thai language model fine-tuned for Thai instructions.
LLM NameOpenthaigpt 1.0.0 13B Chat
Repository 🤗https://huggingface.co/openthaigpt/openthaigpt-1.0.0-13b-chat 
Base Model(s)  openthaigpt/openthaigpt-1.0.0-beta-13b-chat-hf   openthaigpt/openthaigpt-1.0.0-beta-13b-chat-hf
Model Size13b
Required VRAM26.2 GB
Updated2025-02-05
Maintaineropenthaigpt
Model Typellama
Model Files  26.2 GB   5.0 GB: 1-of-6   5.0 GB: 2-of-6   4.9 GB: 3-of-6   4.9 GB: 4-of-6   4.9 GB: 5-of-6   1.5 GB: 6-of-6
Supported Languagesth en
GGML QuantizationYes
GGUF QuantizationYes
Quantization Typeggml|gguf
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.35.0
Tokenizer ClassLlamaTokenizer
Padding Token<PAD>
Vocabulary Size41088
Torch Data Typebfloat16

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Rank the Openthaigpt 1.0.0 13B 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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