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Samantha 1.0 Lora Phi2 by WasamiKirua

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  Autotrain compatible Base model:finetune:microsoft/...   Base model:microsoft/phi-2   Chat   Companion   Custom code Dataset:wasamikirua/samatha-ph...   En   Endpoints compatible   Lora   Phi-msft   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/WasamiKirua/Samantha-1.0-Lora-Phi2 

Samantha 1.0 Lora Phi2 Benchmarks

LLME Score: 0.14323
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Samantha 1.0 Lora Phi2 (WasamiKirua/Samantha-1.0-Lora-Phi2)

Samantha 1.0 Lora Phi2 Parameters and Internals

LLM NameSamantha 1.0 Lora Phi2
Repository 🤗https://huggingface.co/WasamiKirua/Samantha-1.0-Lora-Phi2 
Base Model(s)  Phi 2   microsoft/phi-2
Model Size2.8b
Required VRAM5.6 GB
Updated2025-04-11
MaintainerWasamiKirua
Model Typephi-msft
Model Files  4.0 GB: 1-of-2   1.6 GB: 2-of-2
Supported Languagesen
Model ArchitecturePhiForCausalLM
Licensemit
Model Max Length2048
Transformers Version4.36.2
Tokenizer ClassCodeGenTokenizer
Padding Token<PAD>
Vocabulary Size50304
LoRA ModelYes
Torch Data Typebfloat16
Activation Functiongelu_new

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MFANN3bv1.1128K / 11.1 GB110
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MFANN3b Rebase128K / 11.1 GB150
MFANN3b SFT128K / 5.6 GB110
Note: green Score (e.g. "73.2") means that the model is better than WasamiKirua/Samantha-1.0-Lora-Phi2.

Rank the Samantha 1.0 Lora Phi2 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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