ProLLaMA Stage 1 by GreatCaptainNemo

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  Arxiv:2402.16445   Autotrain compatible   Endpoints compatible   License:apache-2.0   Llama   Pytorch   Region:us   Sharded

Rank the ProLLaMA Stage 1 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  
ProLLaMA Stage 1 (GreatCaptainNemo/ProLLaMA_Stage_1)

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Best Alternatives
HF Rank
StableBeluga277.474K / 275.3 GB6331884
LWM Text 512K512K / 13.5 GB102
LWM Text Chat 512K512K / 13.5 GB72
LWM Text 256K256K / 13.5 GB323
LWM Text Chat 256K256K / 13.5 GB233
Pallas 0.5 LASER 0.1195K / 68.9 GB49151
...Model LWM Text Chat 128K 55bpw128K / 4.8 GB53
LWM Text Chat 128K128K / 13.5 GB104120
LWM Text 128K128K / 13.5 GB731
Gg 2232K / 5.1 GB60
Note: green Score (e.g. "73.2") means that the model is better than GreatCaptainNemo/ProLLaMA_Stage_1.

ProLLaMA Stage 1 Parameters and Internals

LLM NameProLLaMA Stage 1
RepositoryOpen on ๐Ÿค— 
Required VRAM13.5 GB
Model Typellama
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Context Length2048
Model Max Length2048
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Initializer Range0.02
Torch Data Typefloat16

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024042801