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Phi 3 Mini 4K Instruct V0.2 by MaziyarPanahi

 »  All LLMs  »  MaziyarPanahi  »  Phi 3 Mini 4K Instruct V0.2   URL Share it on

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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-v0.2 

Phi 3 Mini 4K Instruct V0.2 Benchmarks

MMLU Pro: 31.27
GPQA: 9.51
MUSR: 7.7
BBH: 37.73
IFEval: 50.69 vs 88 (so35)-42.4%
ARC: 62.8 vs 96.7 (so35)-35.1%
HellaSwag: 80.76 vs 95.3 (gpt4)-15.3%
MMLU: 69.1 vs 88.3 (so35)-21.7%
TruthfulQA: 59.97 vs 59 (gpt4)1.6%
WinoGrande: 72.45 vs 87.5 (gpt4)-17.2%
GSM8K: 73.62 vs 96.4 (so35)-23.6%
MATH Lvl 5: 2.34
LLME Score: 0.23309
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 V0.2 (MaziyarPanahi/Phi-3-mini-4k-instruct-v0.2)
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Phi 3 Mini 4K Instruct V0.2 Parameters and Internals

Model Type 
text-generation
Training Details 
Methodology:
fine-tune (DPO)
Input Output 
Input Format:
ChatML
Accepted Modalities:
text
Output Format:
text
LLM NamePhi 3 Mini 4K Instruct V0.2
Repository 🤗https://huggingface.co/MaziyarPanahi/Phi-3-mini-4k-instruct-v0.2 
Model NamePhi-3-mini-4k-instruct-v0.2
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 V0.2

Model
Likes
Downloads
VRAM
...i 3 Mini 4K Instruct V0.2 GGUF21461 GB

Best Alternatives to Phi 3 Mini 4K Instruct V0.2

Best Alternatives
Context / RAM
Downloads
Likes
Phi 4 Mini Instruct128K / 7.7 GB240353590
Phi 3 Mini 128K Instruct128K / 7.7 GB10640591668
Phi 3.5 Mini Instruct128K / 7.7 GB221915906
MediPhi Instruct128K / 7.7 GB450644
NuExtract 1.5128K / 7.7 GB64838237
NuExtract V1.5128K / 7.7 GB10851189
MediPhi Clinical128K / 7.7 GB9069
Phi 4 Mini Instruct128K / 7.7 GB576920
Phi 3.5 Mini TitanFusion 0.1128K / 7.7 GB50
MediPhi PubMed128K / 7.7 GB5477
Note: green Score (e.g. "73.2") means that the model is better than MaziyarPanahi/Phi-3-mini-4k-instruct-v0.2.

Rank the Phi 3 Mini 4K Instruct V0.2 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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Release v20241124
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