PhigRange DPO by johnsnowlabs

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PhigRange DPO is an open-source language model by johnsnowlabs. Features: 2.7b LLM, VRAM: 5.6GB, Context: 2K, License: cc-by-nc-4.0, HF Score: 29.2, LLM Explorer Score: 0.18, Arc: 25.8, HellaSwag: 25.7, MMLU: 25.5, TruthfulQA: 48, WinoGrande: 50.3.

  Chatml Dataset:mlabonne/chatml-openhe...   Distillation   Dpo   En   Endpoints compatible   Finetuned   Generated from trainer   Gpt4   Instruct   Phi   Region:us   Safetensors   Sharded   Synthetic data   Tensorflow

PhigRange DPO Benchmarks

PhigRange DPO Parameters and Internals

Model Type 
text-generation
Supported Languages 
en (high)
Training Details 
Data Sources:
mlabonne/chatml-OpenHermes2.5-dpo-binarized-alpha
Methodology:
DPO fine-tuning
LLM NamePhigRange DPO
Repository 🤗https://huggingface.co/johnsnowlabs/PhigRange-DPO 
Base Model(s)  PhigRange-2.7B-slerp   /PhigRange-2.7B-slerp
Model Size2.7b
Required VRAM5.6 GB
Updated2025-12-29
Maintainerjohnsnowlabs
Model Typephi
Model Files  5.0 GB: 1-of-2   0.6 GB: 2-of-2
Supported Languagesen
Model ArchitecturePhiForCausalLM
Licensecc-by-nc-4.0
Context Length2048
Model Max Length2048
Transformers Version4.40.0.dev0
Tokenizer ClassCodeGenTokenizer
Vocabulary Size51200
Torch Data Typefloat16

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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 v20260328a