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Tigerbot 13B Chat 8bit by TigerResearch

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  11   
  8bit   Autotrain compatible   Endpoints compatible   Llama   Quantized   Region:us

Tigerbot 13B Chat 8bit Benchmarks

ARC: 78.3 vs 96.7 (so35)-19%
HellaSwag: 72.4 vs 95.3 (gpt4)-24%
MMLU: 54.1 vs 88.3 (so35)-38.7%
GSM8K: 43.1 vs 96.4 (so35)-55.3%
OpenCompas: 47.7 vs 73.3 (gpt4)-34.9%
Exam: 57 vs 77.2 (gpt4)-26.2%
Language: 40 vs 62 (gpt4)-35.5%
Knowledge: 50.9 vs 73.5 (gpt4)-30.7%
Understand: 60.2 vs 70 (gpt4)-14%
Reasoning: 41.8 vs 74.4 (gpt4)-43.8%
LLME Score: 0.14344
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Tigerbot 13B Chat 8bit Parameters and Internals

LLM NameTigerbot 13B Chat 8bit
Repository 🤗https://huggingface.co/TigerResearch/tigerbot-13b-chat-8bit 
Base Model(s)  Tigerbot 13B Chat V2   TigerResearch/tigerbot-13b-chat-v2
Model Size13b
Required VRAM15.5 GB
Updated2024-09-07
MaintainerTigerResearch
Model Typellama
Model Files  15.5 GB
Quantization Type8bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.32.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size60928
Torch Data Typefloat32
Tigerbot 13B Chat 8bit (TigerResearch/tigerbot-13b-chat-8bit)

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Note: green Score (e.g. "73.2") means that the model is better than TigerResearch/tigerbot-13b-chat-8bit.

Rank the Tigerbot 13B Chat 8bit 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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