Mala 500 10B V1 by MaLA-LM

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  Arxiv:2401.13303 Base model:meta-llama/llama-2-...   Dataset:cis-lmu/glot500   Endpoints compatible   Has space   License:llama2   Lora   Multilingual   Region:us

Rank the Mala 500 10B V1 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  
Mala 500 10B V1 (MaLA-LM/mala-500-10b-v1)

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HF Rank
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PasticheAlloyingotneoy 7B GGUF67.20K / 2.7 GB3340
Experiment26Yamshadow 7B GGUF67.20K / 2.7 GB3050 Gguf67.20K / 4.4 GB491
Note: green Score (e.g. "73.2") means that the model is better than MaLA-LM/mala-500-10b-v1.

Mala 500 10B V1 Parameters and Internals

LLM NameMala 500 10B V1
RepositoryOpen on ๐Ÿค— 
Base Model(s)  Llama 2 7B Hf   meta-llama/Llama-2-7b-hf
Model Size7b
Required VRAM4.3 GB
Model Files  4.3 GB
Model ArchitectureAutoModel
Is Biasednone
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
LoRA ModelYes
PEFT Target Modulesq_proj|v_proj
LoRA Alpha32
LoRA Dropout0.1
R Param8

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20240042001