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Typhoon 7B Instruct 01 30 2024 by scb10x

 »  All LLMs  »  scb10x  »  Typhoon 7B Instruct 01 30 2024   URL Share it on

  17   
  Arxiv:2306.02707   Arxiv:2312.13951   Autotrain compatible   Conversational   Endpoints compatible   Instruct   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/scb10x/typhoon-7b-instruct-01-30-2024 

Typhoon 7B Instruct 01 30 2024 Benchmarks

ARC: 61.86 vs 96.7 (so35)-36%
HellaSwag: 81.3 vs 95.3 (gpt4)-14.7%
MMLU: 60.72 vs 88.3 (so35)-31.2%
TruthfulQA: 52.6 vs 59 (gpt4)-10.8%
WinoGrande: 77.51 vs 87.5 (gpt4)-11.4%
GSM8K: 63.31 vs 96.4 (so35)-34.3%
LLME Score: 0.17871
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Typhoon 7B Instruct 01 30 2024 (scb10x/typhoon-7b-instruct-01-30-2024)

Typhoon 7B Instruct 01 30 2024 Parameters and Internals

Model Type 
Instruct, Decoder-only
Use Cases 
Applications:
Instructive applications
Limitations:
May produce inaccurate or biased responses
Considerations:
Developers should assess risks based on use case
Supported Languages 
Thai (Primary), English (Secondary)
Training Details 
Data Sources:
ORCA dataset, OpenChat dataset
Methodology:
Fine-tuning technique
Model Architecture:
Mistral architecture
LLM NameTyphoon 7B Instruct 01 30 2024
Repository 🤗https://huggingface.co/scb10x/typhoon-7b-instruct-01-30-2024 
Model Size7b
Required VRAM14.6 GB
Updated2025-02-22
Maintainerscb10x
Model Typemistral
Instruction-BasedYes
Model Files  5.0 GB: 1-of-3   5.0 GB: 2-of-3   4.6 GB: 3-of-3
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.37.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size35221
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than scb10x/typhoon-7b-instruct-01-30-2024.

Rank the Typhoon 7B Instruct 01 30 2024 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241227
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