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Typhoon 7B by scb10x

 »  All LLMs  »  scb10x  »  Typhoon 7B   URL Share it on

  2004   
  Arxiv:2312.13951   Autotrain compatible   Endpoints compatible   Mistral   Pretrained   Pytorch   Region:us   Safetensors   Sharded   Tensorflow   Th

Typhoon 7B Benchmarks

ARC: 58.53 vs 96.7 (so35)-39.5%
HellaSwag: 81.55 vs 95.3 (gpt4)-14.4%
MMLU: 59.54 vs 88.3 (so35)-32.6%
TruthfulQA: 40.52 vs 59 (gpt4)-31.3%
WinoGrande: 76.56 vs 87.5 (gpt4)-12.5%
GSM8K: 31.61 vs 96.4 (so35)-67.2%
LLME Score: 0.23162
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Typhoon 7B Parameters and Internals

LLM NameTyphoon 7B
Repository 🤗https://huggingface.co/scb10x/typhoon-7b 
Model Size7b
Required VRAM14.6 GB
Updated2024-10-18
Maintainerscb10x
Model Typemistral
Model Files  10.0 GB: 1-of-2   4.6 GB: 2-of-2   10.0 GB: 1-of-2   4.6 GB: 2-of-2
Supported Languagesth
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.34.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size35219
Torch Data Typebfloat16
Typhoon 7B (scb10x/typhoon-7b)

Quantized Models of the Typhoon 7B

Model
Likes
Downloads
VRAM
Typhoon 7B GGUF15562 GB
Typhoon 7B GGUF76263 GB
Typhoon 7B GPTQ4144 GB
Typhoon 7B AWQ094 GB

Best Alternatives to Typhoon 7B

Best Alternatives
Context / RAM
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Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB21756
MegaBeam Mistral 7B 512K512K / 14.4 GB252641
...daz Web AI ChatML 512K Project512K / 14.5 GB120
MegaBeam Mistral 7B 300K282K / 14.4 GB106115
Hebrew Mistral 7B 200K256K / 30 GB267715
Astral 256K 7B V2250K / 14.4 GB80
Astral 256K 7B250K / 14.4 GB80
Boptruth Agatha 7B128K / 14.4 GB6080
Buddhi 128K Chat 7B128K / 14.4 GB130115
Test001128K / 14.5 GB50
Note: green Score (e.g. "73.2") means that the model is better than scb10x/typhoon-7b.

Rank the Typhoon 7B 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 v2024072803
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