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Phi 3 Mini 4K Instruct Bnb 4bit Ita by FairMind

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  4bit   Autotrain compatible Base model:finetune:unsloth/ph... Base model:unsloth/phi-3-mini-...   Conversational Dataset:mchl-labs/stambecco da...   Endpoints compatible   Instruct   It   Italian   Mistral   Phi-3   Phi-3-mini   Pytorch   Quantized   Region:us   Sft   Sharded   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/FairMind/Phi-3-mini-4k-instruct-bnb-4bit-Ita 

Phi 3 Mini 4K Instruct Bnb 4bit Ita Benchmarks

ARC: 63.31 vs 96.7 (so35)-34.5%
HellaSwag: 78.01 vs 95.3 (gpt4)-18.1%
MMLU: 67.36 vs 88.3 (so35)-23.7%
TruthfulQA: 53.69 vs 59 (gpt4)-9%
WinoGrande: 72.14 vs 87.5 (gpt4)-17.6%
GSM8K: 65.13 vs 96.4 (so35)-32.4%
LLME Score: 0.24497
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 Bnb 4bit Ita (FairMind/Phi-3-mini-4k-instruct-bnb-4bit-Ita)

Phi 3 Mini 4K Instruct Bnb 4bit Ita Parameters and Internals

Model Type 
text-generation-inference, transformers, trl, sft, phi-3, phi-3-mini, italian
Additional Notes 
This model was trained 2x faster with Unsloth and Huggingface's TRL library.
Supported Languages 
it (high)
LLM NamePhi 3 Mini 4K Instruct Bnb 4bit Ita
Repository 🤗https://huggingface.co/FairMind/Phi-3-mini-4k-instruct-bnb-4bit-Ita 
Base Model(s)  ...hi 3 Mini 4K Instruct Bnb 4bit   unsloth/Phi-3-mini-4k-instruct-bnb-4bit
Required VRAM7.6 GB
Updated2024-12-22
MaintainerFairMind
Model Typemistral
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   2.6 GB: 2-of-2
Supported Languagesit
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licensecc-by-nc-sa-4.0
Context Length4096
Model Max Length4096
Transformers Version4.40.1
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
Vocabulary Size32064
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than FairMind/Phi-3-mini-4k-instruct-bnb-4bit-Ita.

Rank the Phi 3 Mini 4K Instruct Bnb 4bit Ita 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 v20241217
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