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Typhoon 7B AWQ by TheBloke

 »  All LLMs  »  TheBloke  »  Typhoon 7B AWQ   URL Share it on

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  Arxiv:2312.13951   4-bit   Autotrain compatible   Awq Base model:quantized:scb10x/ty...   Base model:scb10x/typhoon-7b   Mistral   Pretrained   Quantized   Region:us   Safetensors   Th
Model Card on HF 🤗: https://huggingface.co/TheBloke/typhoon-7B-AWQ 

Typhoon 7B AWQ Benchmarks

LLME Score: 0.15547
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Typhoon 7B AWQ (TheBloke/typhoon-7B-AWQ)

Typhoon 7B AWQ Parameters and Internals

Model Type 
text-generation, pretrained decoder-only
Use Cases 
Areas:
text generation
Primary Use Cases:
Pretrained base model not tuned for specific instructions, recommended for use with one/few-shot learning or instruction fine-tuning
Limitations:
May generate harmful or inappropriate responses, No moderation mechanisms
Additional Notes 
Not an instruction-tuned model.
Supported Languages 
primary_languages (Thai)
Training Details 
Data Sources:
All Thai dataset
Context Length:
4096
Input Output 
Input Format:
Prompts
Accepted Modalities:
text
Output Format:
Text
Release Notes 
Version:
AWQ
Notes:
Efficient, accurate, and fast low-bit weight quantization method supporting 4-bit quantization.
LLM NameTyphoon 7B AWQ
Repository 🤗https://huggingface.co/TheBloke/typhoon-7B-AWQ 
Model NameTyphoon 7B
Model CreatorSCB 10X
Base Model(s)  Typhoon 7B   scb10x/typhoon-7b
Model Size7b
Required VRAM4.2 GB
Updated2025-02-05
MaintainerTheBloke
Model Typemistral
Model Files  4.2 GB
Supported Languagesth
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size35219
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/typhoon-7B-AWQ.

Rank the Typhoon 7B AWQ 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 v20241227
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