SambaLingo Thai Chat by sambanovasystems

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  Arxiv:2404.05829   Autotrain compatible   Conversational Dataset:huggingfaceh4/cai-conv... Dataset:huggingfaceh4/ultracha... Dataset:huggingfaceh4/ultrafee...   En   Endpoints compatible   Llama   Model-index   Region:us   Safetensors   Sharded   Tensorflow   Th

SambaLingo Thai Chat Benchmarks

SambaLingo Thai Chat Parameters and Internals

Model Type
Language Model
Use Cases
Areas:
research, commercial applications
Limitations:
Mission-critical applications, Safety applications, Important decision making
Additional NotesExtended vocabulary to 57,000 tokens from the original llama model.
Supported Languages
Thai (Advanced), English (Advanced)
Training Details
Data Sources:
HuggingFaceH4/ultrachat_200k, HuggingFaceH4/ultrafeedback_binarized, HuggingFaceH4/cai-conversation-harmless
Data Volume:38 billion tokens from the Thai split
Methodology:SFT and Direct Performance Optimization
Context Length:2048
Model Architecture:LLama-2-Adaptation
Input Output
Input Format:<|user|>\n{question}~~\n<|assistant|>\n
Accepted Modalities:
text
Output Format:Generated text in response to provided prompt
LLM NameSambaLingo Thai Chat
Repository ๐Ÿค—https://huggingface.co/sambanovasystems/SambaLingo-Thai-Chat 
Model Size6.9b
Required VRAM13.9 GB
Updated2024-11-09
Maintainersambanovasystems
Model Typellama
Model Files  5.0 GB: 1-of-3   4.9 GB: 2-of-3   4.0 GB: 3-of-3
Supported Languagesth en
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.35.0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size57344
Torch Data Typebfloat16
SambaLingo Thai Chat (sambanovasystems/SambaLingo-Thai-Chat)

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Note: green Score (e.g. "73.2") means that the model is better than sambanovasystems/SambaLingo-Thai-Chat.

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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  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241110