Checkpoint Best Model by Mairelles

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  Arxiv:1910.09700   Endpoints compatible   Lora   Region:us   Safetensors   Unsloth
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Checkpoint Best Model Parameters and Internals

LLM NameCheckpoint Best Model
Repository ๐Ÿค—https://huggingface.co/Mairelles/checkpoint-best-model 
Required VRAM0.2 GB
Updated2024-07-04
MaintainerMairelles
Model Files  0.2 GB
Model ArchitectureAutoModel
Model Max Length8192
Is Biasednone
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesdown_proj|o_proj|up_proj|v_proj|q_proj|k_proj|gate_proj
LoRA Alpha16
LoRA Dropout0
R Param16
Checkpoint Best Model (Mairelles/checkpoint-best-model)

Best Alternatives to Checkpoint Best Model

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Context / RAM
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Likes
Distil Longformer Base 40964K / 0.4 GB100
Daedalus 11K /  GB101
Tiny Random Detr1K / 0.2 GB170
Opengpt2 Pytorch Backward1K / 6 GB151
Opengpt2 Pytorch Forward1K / 6 GB61
Finsent Transformer0.5K / 0.4 GB101
Bert Chinese L 12 H 768 A 120.5K / 0.4 GB91
Simbert Chinese Base0.5K / 0.4 GB120
Simbert Chinese Tiny0.5K / 0 GB50
All MiniLM L12 V20.5K /  GB13843
Note: green Score (e.g. "73.2") means that the model is better than Mairelles/checkpoint-best-model.

Rank the Checkpoint Best Model 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 v20241124