Phi 4 Pruned by exp-models

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  Merged Model   Autotrain compatible Base model:finetune:unsloth/ph...   Base model:unsloth/phi-4   Conversational   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF ๐Ÿค—: https://huggingface.co/exp-models/phi-4-pruned 

Phi 4 Pruned Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phi 4 Pruned (exp-models/phi-4-pruned)

Phi 4 Pruned Parameters and Internals

LLM NamePhi 4 Pruned
Repository ๐Ÿค—https://huggingface.co/exp-models/phi-4-pruned 
Base Model(s)  Phi 4   unsloth/phi-4
Merged ModelYes
Model Size11.9b
Required VRAM24 GB
Updated2025-02-22
Maintainerexp-models
Model Typellama
Model Files  5.0 GB: 1-of-5   5.0 GB: 2-of-5   5.0 GB: 3-of-5   4.9 GB: 4-of-5   4.1 GB: 5-of-5
Model ArchitectureLlamaForCausalLM
Context Length16384
Model Max Length16384
Transformers Version4.48.2
Tokenizer ClassGPT2Tokenizer
Padding Token<|dummy_87|>
Vocabulary Size100352
Torch Data Typebfloat16

Best Alternatives to Phi 4 Pruned

Best Alternatives
Context / RAM
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Phi Lthy416K / 23.9 GB31925
Note: green Score (e.g. "73.2") means that the model is better than exp-models/phi-4-pruned.

Rank the Phi 4 Pruned 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 v20241227