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Phi 3 Mini 4K Instruct V0.3 by MaziyarPanahi

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  Autotrain compatible   Axolotl Base model:microsoft/phi-3-min...   Chatml   Code   Conversational   Custom code   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-v0.3 

Phi 3 Mini 4K Instruct V0.3 Benchmarks

MMLU Pro: 31.42
GPQA: 9.06
MUSR: 7.75
BBH: 37.66
IFEval: 49.26 vs 88 (so35)-44%
ARC: 63.48 vs 96.7 (so35)-34.4%
HellaSwag: 80.86 vs 95.3 (gpt4)-15.2%
MMLU: 69.24 vs 88.3 (so35)-21.6%
TruthfulQA: 60.66 vs 59 (gpt4)2.8%
WinoGrande: 72.77 vs 87.5 (gpt4)-16.8%
GSM8K: 74.53 vs 96.4 (so35)-22.7%
MATH Lvl 5: 2.95
LLME Score: 0.27181
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 V0.3 (MaziyarPanahi/Phi-3-mini-4k-instruct-v0.3)

Phi 3 Mini 4K Instruct V0.3 Parameters and Internals

LLM NamePhi 3 Mini 4K Instruct V0.3
Repository 🤗https://huggingface.co/MaziyarPanahi/Phi-3-mini-4k-instruct-v0.3 
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<|endoftext|>
Vocabulary Size32064
Torch Data Typebfloat16

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

Model
Likes
Downloads
VRAM
...i 3 Mini 4K Instruct V0.3 GGUF52271 GB
...Instruct V0.3 HQQ 1bit Smashed0100 GB

Best Alternatives to Phi 3 Mini 4K Instruct V0.3

Best Alternatives
Context / RAM
Downloads
Likes
Phi 3.5 Mini Instruct128K / 7.7 GB721615819
Phi 3 Mini 128K Instruct128K / 7.7 GB1741761636
NuExtract 1.5128K / 7.7 GB115378198
NuExtract V1.5128K / 7.7 GB10851189
Phi 3.5 Mini TitanFusion 0.1128K / 7.7 GB1650
Glider128K / 15.4 GB150436
Saka 3.8B128K / 7.7 GB3091
ECE EIFFEL 3Bv2128K / 7.7 GB100
Samantha2.0 Phi 3.5 Mini ITA128K / 7.7 GB41210
Artemide 3.5128K / 7.7 GB74532
Note: green Score (e.g. "73.2") means that the model is better than MaziyarPanahi/Phi-3-mini-4k-instruct-v0.3.

Rank the Phi 3 Mini 4K Instruct V0.3 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
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