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Typhoon 7B GPTQ by TheBloke

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  Arxiv:2312.13951   4-bit   Autotrain compatible Base model:quantized:scb10x/ty...   Base model:scb10x/typhoon-7b   Gptq   Mistral   Pretrained   Quantized   Region:us   Safetensors   Th

Typhoon 7B GPTQ Benchmarks

LLME Score: 0.16788
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Typhoon 7B GPTQ Parameters and Internals

Model Type 
pretrained, decoder-only
Use Cases 
Limitations:
The model may not effectively follow human instructions without using few-shot learning or instruction fine-tuning., The model lacks moderation mechanisms and might produce harmful or inappropriate responses.
Additional Notes 
This is not an instruction-tuned model. The Instruct model (chat-model) will be released soon.
Supported Languages 
thai (high), english (high)
LLM NameTyphoon 7B GPTQ
Repository 🤗https://huggingface.co/TheBloke/typhoon-7B-GPTQ 
Model NameTyphoon 7B
Model CreatorSCB 10X
Base Model(s)  Typhoon 7B   scb10x/typhoon-7b
Model Size7b
Required VRAM4.2 GB
Updated2024-11-22
MaintainerTheBloke
Model Typemistral
Model Files  4.2 GB
Supported Languagesth
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size35219
Torch Data Typebfloat16
Typhoon 7B GPTQ (TheBloke/typhoon-7B-GPTQ)

Quantized Models of the Typhoon 7B GPTQ

Model
Likes
Downloads
VRAM
Typhoon 7B Chat Alpaca4140 GB

Best Alternatives to Typhoon 7B GPTQ

Best Alternatives
Context / RAM
Downloads
Likes
Mistral 7B Instruct V0.2 GPTQ32K / 4.2 GB46273250
Mistral 7B Instruct V0.1 GPTQ32K / 4.2 GB113385877
Mistral 7B Instruct V0.3 GPTQ32K / 4.2 GB77350
...ral 7B Instruct V0.3 GPTQ 4bit32K / 4.2 GB258815
Mistral 7B OpenOrca GPTQ32K / 4.2 GB441865100
...ephyr 7B Beta Channelwise Gptq32K / 4 GB134580
...hyr 7B Beta Channelwise Marlin32K / 4 GB65640
Zephyr 7B Beta Marlin32K / 4.1 GB66480
Dolphin 2.0 Mistral 7B GPTQ32K / 4.2 GB1190118
...istral 7B Pruned50 GPTQ Marlin32K / 4 GB100
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/typhoon-7B-GPTQ.

Rank the Typhoon 7B GPTQ 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
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