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Phi 3.5 Mini TitanFusion 0.1 by bunnycore

 »  All LLMs  »  bunnycore  »  Phi 3.5 Mini TitanFusion 0.1   URL Share it on

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  Merged Model   Arxiv:2306.01708   Autotrain compatible Base model:arliai/phi-3.5-mini... Base model:microsoft/phi-3.5-m... Base model:nbeerbower/phi3.5-g...   Conversational   Custom code   Endpoints compatible   Instruct   Model-index   Phi3   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/bunnycore/Phi-3.5-mini-TitanFusion-0.1 

Phi 3.5 Mini TitanFusion 0.1 Benchmarks

MMLU Pro: 31.18
GPQA: 10.85
MUSR: 15.8
BBH: 35.45
IFEval: 52.28 vs 88 (so35)-40.6%
MATH Lvl 5: 6.8
LLME Score: 0.30942
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phi 3.5 Mini TitanFusion 0.1 (bunnycore/Phi-3.5-mini-TitanFusion-0.1)

Phi 3.5 Mini TitanFusion 0.1 Parameters and Internals

Model Type 
text-generation
Use Cases 
Applications:
Roleplay, Creative Writing, Reasoning
Additional Notes 
This is a merged pre-trained language model created using the mergekit. It incorporates the knowledge and capabilities of multiple models using the TIES merge method.
Training Details 
Methodology:
TIES merge method
LLM NamePhi 3.5 Mini TitanFusion 0.1
Repository 🤗https://huggingface.co/bunnycore/Phi-3.5-mini-TitanFusion-0.1 
Base Model(s)  nbeerbower/phi3.5-gutenberg-4B   ArliAI/Phi-3.5-mini-3.8B-ArliAI-RPMax-v1.1   microsoft/Phi-3.5-mini-instruct   nbeerbower/phi3.5-gutenberg-4B   ArliAI/Phi-3.5-mini-3.8B-ArliAI-RPMax-v1.1   microsoft/Phi-3.5-mini-instruct
Merged ModelYes
Model Size3.8b
Required VRAM7.7 GB
Updated2024-12-21
Maintainerbunnycore
Model Typephi3
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   2.7 GB: 2-of-2
Model ArchitecturePhi3ForCausalLM
Context Length131072
Model Max Length131072
Transformers Version4.45.1
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
Vocabulary Size32064
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than bunnycore/Phi-3.5-mini-TitanFusion-0.1.

Rank the Phi 3.5 Mini TitanFusion 0.1 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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