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Phi Stoma by Replete-AI

 »  All LLMs  »  Replete-AI  »  Phi Stoma   URL Share it on

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  Merged Model   Autotrain compatible   Conversational   En   Endpoints compatible   Phi   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Replete-AI/Phi-Stoma 

Phi Stoma Benchmarks

ARC: 48.46 vs 96.7 (so35)-49.9%
HellaSwag: 60.29 vs 95.3 (gpt4)-36.7%
MMLU: 51.53 vs 88.3 (so35)-41.6%
TruthfulQA: 52.05 vs 59 (gpt4)-11.8%
WinoGrande: 61.72 vs 87.5 (gpt4)-29.5%
LLME Score: 0.17653
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phi Stoma (Replete-AI/Phi-Stoma)
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Phi Stoma Parameters and Internals

Model Type 
Interleaved Layers LLM
Additional Notes 
The model uses a chat template similar to Mistral instruct models.
Supported Languages 
en (high)
Training Details 
Methodology:
Passthrough method with concatenating layers
Model Architecture:
Concatenated layers from different LLMs
Input Output 
Input Format:
Tokenized input with chat template
Accepted Modalities:
text
Output Format:
Generated text
LLM NamePhi Stoma
Repository 🤗https://huggingface.co/Replete-AI/Phi-Stoma 
Merged ModelYes
Model Size7.8b
Required VRAM15.6 GB
Updated2025-09-17
MaintainerReplete-AI
Model Typephi
Model Files  10.0 GB: 1-of-2   5.6 GB: 2-of-2
Supported Languagesen
Model ArchitecturePhiForCausalLM
Licensemit
Context Length2048
Model Max Length2048
Transformers Version4.38.2
Tokenizer ClassCodeGenTokenizer
Padding Token[PAD]
Vocabulary Size51200
Torch Data Typefloat16

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Phixtral 4x2 8 Gates Poc0K / 15.7 GB54
Note: green Score (e.g. "73.2") means that the model is better than Replete-AI/Phi-Stoma.

Rank the Phi Stoma 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 v20241124
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