Typhoon 7B Chat Alpaca by Thaweewat

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  Adapter Base model:adapter:thebloke/ty... Base model:thebloke/typhoon-7b... Dataset:thaweewat/alpaca-clean...   Finetuned   Generated from trainer   Gptq   Lora   Peft   Quantized   Region:us   Safetensors   Sft   Tensorboard   Th   Trl

Typhoon 7B Chat Alpaca Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Typhoon 7B Chat Alpaca Parameters and Internals

Model Type 
mistral
Supported Languages 
th (Proficient)
Training Details 
Data Sources:
Thaweewat/alpaca-cleaned-52k-th
Methodology:
Fine-tuning
Input Output 
Input Format:
text-based prompts
Accepted Modalities:
text
Output Format:
text
Performance Tips:
Use CUDA-enabled devices for acceleration.
LLM NameTyphoon 7B Chat Alpaca
Repository ๐Ÿค—https://huggingface.co/Thaweewat/typhoon-7b-chat-alpaca 
Model NameTyphoon 7B
Model CreatorSCB 10X
Base Model(s)  Typhoon 7B GPTQ   TheBloke/typhoon-7B-GPTQ
Model Size7b
Required VRAM0 GB
Updated2024-11-21
MaintainerThaweewat
Model Typemistral
Model Files  0.0 GB   0.0 GB
Supported Languagesth
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureAdapter
Licenseapache-2.0
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token</s>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|v_proj
LoRA Alpha16
LoRA Dropout0.05
R Param16
Typhoon 7B Chat Alpaca (Thaweewat/typhoon-7b-chat-alpaca)

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Note: green Score (e.g. "73.2") means that the model is better than Thaweewat/typhoon-7b-chat-alpaca.

Rank the Typhoon 7B Chat Alpaca 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 v20241110