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Orpo Phi3 3B 128K by Muhammad2003

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  Autotrain compatible Base model:finetune:microsoft/... Base model:microsoft/phi-3-min...   Conversational   Custom code Dataset:mlabonne/orpo-dpo-mix-...   En   Endpoints compatible   Instruct   Orpo   Phi 3   Phi3   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Muhammad2003/Orpo-Phi3-3B-128K 

Orpo Phi3 3B 128K Benchmarks

LLME Score: 0.19737
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Orpo Phi3 3B 128K Parameters and Internals

Model Type 
text generation
Supported Languages 
en (proficient)
Training Details 
Data Sources:
mlabonne/orpo-dpo-mix-40k
LLM NameOrpo Phi3 3B 128K
Repository 🤗https://huggingface.co/Muhammad2003/Orpo-Phi3-3B-128K 
Base Model(s)  Phi 3 Mini 128K Instruct   microsoft/Phi-3-mini-128k-instruct
Model Size3b
Required VRAM7.7 GB
Updated2024-12-02
MaintainerMuhammad2003
Model Typephi3
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   2.7 GB: 2-of-2
Supported Languagesen
Model ArchitecturePhi3ForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.41.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token<|im_end|>
Vocabulary Size32013
Torch Data Typefloat16
Orpo Phi3 3B 128K (Muhammad2003/Orpo-Phi3-3B-128K)

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Note: green Score (e.g. "73.2") means that the model is better than Muhammad2003/Orpo-Phi3-3B-128K.

Rank the Orpo Phi3 3B 128K 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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