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Phi 4 Base by Sorawiz

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  Merged Model   Arxiv:2306.01708   Autotrain compatible Base model:ngxson/lora-phi-4-a... Base model:prithivmlmods/phi-4... Base model:prithivmlmods/phi-4... Base model:prithivmlmods/phi-4... Base model:prithivmlmods/phi-4...   Conversational   Endpoints compatible   Llama   Lora   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Sorawiz/Phi-4-Base 

Phi 4 Base Benchmarks

LLME Score: 0.22797
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phi 4 Base (Sorawiz/Phi-4-Base)

Phi 4 Base Parameters and Internals

LLM NamePhi 4 Base
Repository 🤗https://huggingface.co/Sorawiz/Phi-4-Base 
Base Model(s)  Phi 4 Math IO   LoRA Phi 4 Abliterated   Phi 4 O1   LoRA Phi 4 Abliterated   Phi 4 QwQ   LoRA Phi 4 Abliterated   Phi 4 Empathetic   LoRA Phi 4 Abliterated   prithivMLmods/Phi-4-Math-IO   ngxson/LoRA-phi-4-abliterated   prithivMLmods/Phi-4-o1   ngxson/LoRA-phi-4-abliterated   prithivMLmods/Phi-4-QwQ   ngxson/LoRA-phi-4-abliterated   prithivMLmods/Phi-4-Empathetic   ngxson/LoRA-phi-4-abliterated
Merged ModelYes
Model Size14.7b
Required VRAM29.5 GB
Updated2025-04-16
MaintainerSorawiz
Model Typellama
Model Files  5.0 GB: 1-of-6   5.0 GB: 2-of-6   5.0 GB: 3-of-6   4.9 GB: 4-of-6   5.0 GB: 5-of-6   4.6 GB: 6-of-6
Model ArchitectureLlamaForCausalLM
Context Length16384
Model Max Length16384
Transformers Version4.46.2
Tokenizer ClassGPT2Tokenizer
Padding Token<|dummy_87|>
Vocabulary Size100352
LoRA ModelYes
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than Sorawiz/Phi-4-Base.

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Release v20241227
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