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Phi 3 Mini 4K Instruct V0.1 by MaziyarPanahi

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  Autotrain compatible   Axolotl Base model:microsoft/phi-3-min...   Chatml   Code   Conversational   Dpo   En   Finetuned   Instruct   License:mit   Microsoft   Model-index   Phi   Phi-3   Phi3   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/MaziyarPanahi/Phi-3-mini-4k-instruct-v0.1 

Phi 3 Mini 4K Instruct V0.1 Benchmarks

MMLU Pro: 30.51
GPQA: 10.63
MUSR: 8.26
BBH: 38.12
IFEval: 55.25 vs 88 (so35)-37.2%
ARC: 62.63 vs 96.7 (so35)-35.2%
HellaSwag: 81.07 vs 95.3 (gpt4)-14.9%
MMLU: 68.96 vs 88.3 (so35)-21.9%
TruthfulQA: 61.48 vs 59 (gpt4)4.2%
WinoGrande: 71.03 vs 87.5 (gpt4)-18.8%
GSM8K: 72.25 vs 96.4 (so35)-25.1%
MATH Lvl 5: 4.31
LLME Score: 0.23895
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phi 3 Mini 4K Instruct V0.1 (MaziyarPanahi/Phi-3-mini-4k-instruct-v0.1)
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Phi 3 Mini 4K Instruct V0.1 Parameters and Internals

LLM NamePhi 3 Mini 4K Instruct V0.1
Repository 🤗https://huggingface.co/MaziyarPanahi/Phi-3-mini-4k-instruct-v0.1 
Model NamePhi-3-mini-4k-instruct-v0.1
Model CreatorMaziyarPanahi
Base Model(s)  Phi 3 Mini 4K Instruct   microsoft/Phi-3-mini-4k-instruct
Model Size3.8b
Required VRAM7.7 GB
Updated2024-07-20
MaintainerMaziyarPanahi
Model Typephi3
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   2.7 GB: 2-of-2
Supported Languagesen
Model ArchitecturePhi3ForCausalLM
Licensemit
Context Length4096
Model Max Length4096
Transformers Version4.40.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token<|end_of_text|>
Vocabulary Size32064
Torch Data Typebfloat16

Quantized Models of the Phi 3 Mini 4K Instruct V0.1

Model
Likes
Downloads
VRAM
...i 3 Mini 4K Instruct V0.1 GGUF11321 GB

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Phi 4 Mini Instruct128K / 7.7 GB181418581
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Phi 3.5 Mini Instruct128K / 7.7 GB212990903
MediPhi Instruct128K / 7.7 GB506042
NuExtract 1.5128K / 7.7 GB121884236
NuExtract V1.5128K / 7.7 GB10851189
Phi 4 Mini Instruct128K / 7.7 GB735120
MediPhi Clinical128K / 7.7 GB5769
Phi 3.5 Mini TitanFusion 0.1128K / 7.7 GB50
MediPhi PubMed128K / 7.7 GB4876
Note: green Score (e.g. "73.2") means that the model is better than MaziyarPanahi/Phi-3-mini-4k-instruct-v0.1.

Rank the Phi 3 Mini 4K Instruct V0.1 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
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