Results Phi3 Medium 4K by kostasman1

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  Adapter Base model:adapter:microsoft/p... Base model:microsoft/phi-3-med...   Finetuned   Generated from trainer   Instruct   Lora   Peft   Region:us   Safetensors   Sft   Trl

Results Phi3 Medium 4k Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Results Phi3 Medium 4K (kostasman1/results_Phi3_medium_4k)

Results Phi3 Medium 4K Parameters and Internals

LLM NameResults Phi3 Medium 4k
Repository ๐Ÿค—https://huggingface.co/kostasman1/results_Phi3_medium_4k 
Base Model(s)  Phi 3 Medium 4K Instruct   microsoft/Phi-3-medium-4k-instruct
Required VRAM0.1 GB
Updated2024-11-02
Maintainerkostasman1
Instruction-BasedYes
Model Files  0.1 GB   0.0 GB
Model ArchitectureAdapter
Licensemit
Model Max Length4096
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Moduleso_proj|v_proj|k_proj|gate_proj|down_proj|up_proj|q_proj
LoRA Alpha16
LoRA Dropout0.05
R Param16

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Phi 3 Mini QLoRA0K / 0 GB1800
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Phi3AdapterModel0K / 0.1 GB50
Phi 3 Mini 4K Instruct Sft CoT0K / 0.1 GB50
Phi 3 Mini 4K Instruct Sft0K / 0 GB60
Note: green Score (e.g. "73.2") means that the model is better than kostasman1/results_Phi3_medium_4k.

Rank the Results Phi3 Medium 4K 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 v20241217