Sum Small by omi-health

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  Autotrain compatible   Conversational   Custom code Dataset:omi-health/medical-dia...   En   Endpoints compatible   Instruct   License:mit   Phi3   Region:us   Safetensors   Sharded   Tensorflow

Rank the Sum Small 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  
Sum Small (omi-health/sum-small)

Best Alternatives to Sum Small

Best Alternatives
HF Rank
Phi3 4K69.64K / 7.7 GB290
...hi 3 Medical Instruct Themanas128K / 4 GB310
...i 3 Mini 128K Function Calling128K / 7.6 GB81
Phi3 Orpo128K / 7.6 GB360
...hi 3 Mini 128K Instruct MoE V1128K / 7.6 GB290
Mergoo Phi 3 MoE Example128K / 7.6 GB90
Researcher FineTuned128K / 7.6 GB60
Phi 3 Mini 128K Instruct128K / 7.7 GB4783071211
EMO Phi 128K128K / 7.7 GB998
... 3 Mini 128K Instruct Function128K / 7.7 GB943
Note: green Score (e.g. "73.2") means that the model is better than omi-health/sum-small.

Sum Small Parameters and Internals

LLM NameSum Small
RepositoryOpen on ๐Ÿค— 
Model Size3.8b
Required VRAM7.7 GB
Model Typephi3
Model Files  5.0 GB: 1-of-2   2.7 GB: 2-of-2
Supported Languagesen
Model ArchitecturePhi3ForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.41.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
Vocabulary Size32064
Initializer Range0.02
Torch Data Typebfloat16
Embedding Dropout0

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