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Openthaigpt 1.0.0 7B Chat by openthaigpt

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  Arxiv:2411.07238   Autotrain compatible   En   Endpoints compatible   F16   Finetuned   Ggml   Gguf   Llama   Openthaigpt   Q4   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Th
Model Card on HF 🤗: https://huggingface.co/openthaigpt/openthaigpt-1.0.0-7b-chat 

Openthaigpt 1.0.0 7B Chat Benchmarks

ARC: 44.2 vs 96.7 (so35)-54.3%
HellaSwag: 71.31 vs 95.3 (gpt4)-25.2%
MMLU: 35.3 vs 88.3 (so35)-60%
TruthfulQA: 47.09 vs 59 (gpt4)-20.2%
WinoGrande: 65.9 vs 87.5 (gpt4)-24.7%
GSM8K: 5.23 vs 96.4 (so35)-94.6%
LLME Score: 0.24715
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 (openthaigpt/openthaigpt-1.0.0-7b-chat)

Openthaigpt 1.0.0 7B Chat Parameters and Internals

Model Type 
text generation, multimodal
Use Cases 
Areas:
research, commercial applications
Primary Use Cases:
Retrieval Augmented Generation (RAG), Extended conversations
Additional Notes 
Supports conversing in Thai and English. Significant improvement in response speed due to enhanced Thai dictionary.
Supported Languages 
Thai (advanced capabilities), English (basic capabilities)
Training Details 
Data Sources:
Thai language datasets, 65 billion Thai words
Data Volume:
over 65 billion Thai language words
Methodology:
fine-tuning with over 1 million Thai instruction examples
Context Length:
4096
Model Architecture:
large language model with enhanced Thai dictionary
Input Output 
Accepted Modalities:
text
LLM NameOpenthaigpt 1.0.0 7B Chat
Repository 🤗https://huggingface.co/openthaigpt/openthaigpt-1.0.0-7b-chat 
Base Model(s)  Openthaigpt Test   kannn044/openthaigpt-test
Model Size7b
Required VRAM13.7 GB
Updated2024-12-22
Maintaineropenthaigpt
Model Typellama
Model Files  13.6 GB   4.9 GB: 1-of-3   5.0 GB: 2-of-3   3.8 GB: 3-of-3   4.1 GB
Supported Languagesth en
GGML QuantizationYes
GGUF QuantizationYes
Quantization Typegguf|ggml|q4|q4_k
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 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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Release v20241217
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