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Phi 3 Context Obedient RAG by TroyDoesAI

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Phi 3 Context Obedient RAG is an open-source language model by TroyDoesAI. Features: 3.8b LLM, VRAM: 7.7GB, Context: 128K, License: cc-by-sa-4.0, LLM Explorer Score: 0.14.

  Autotrain compatible   Conversational   Custom code   Endpoints compatible   Phi3   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/TroyDoesAI/Phi-3-Context-Obedient-RAG 

Phi 3 Context Obedient RAG Benchmarks

LLME Score: 0.13694
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phi 3 Context Obedient RAG (TroyDoesAI/Phi-3-Context-Obedient-RAG)
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Phi 3 Context Obedient RAG Parameters and Internals

Additional Notes 
The model is designed to improve context adherence for applications like RAG by using a structured input format.
Input Output 
Input Format:
Special input structure using explicit delimiters for context and instructions.
Performance Tips:
Use explicit delimiters to help the model understand sources and context.
LLM NamePhi 3 Context Obedient RAG
Repository 🤗https://huggingface.co/TroyDoesAI/Phi-3-Context-Obedient-RAG 
Model Size3.8b
Required VRAM7.7 GB
Updated2025-09-23
MaintainerTroyDoesAI
Model Typephi3
Model Files  5.0 GB: 1-of-2   2.7 GB: 2-of-2
Model ArchitecturePhi3ForCausalLM
Licensecc-by-sa-4.0
Context Length131072
Model Max Length131072
Transformers Version4.39.3
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
Vocabulary Size32064
Torch Data Typefloat16

Quantized Models of the Phi 3 Context Obedient RAG

Model
Likes
Downloads
VRAM
...hi 3 Context Obedient RAG GGUF61391 GB

Best Alternatives to Phi 3 Context Obedient RAG

Best Alternatives
Context / RAM
Downloads
Likes
Phi 3.5 Mini Instruct128K / 7.7 GB291298909
Phi 3 Mini 128K Instruct128K / 7.7 GB501941689
MediPhi Instruct128K / 7.7 GB492159
NuExtract 1.5128K / 7.7 GB116414241
Phi 3 Mini 128K Instruct128K / 7.7 GB50
NuExtract V1.5128K / 7.7 GB10851189
MediPhi Clinical128K / 7.7 GB413712
Phi 3.5 Mini TitanFusion 0.1128K / 7.7 GB50
ECE EIFFEL 3Bv2128K / 7.7 GB50
Phi 4 Mini Instruct128K / 7.7 GB362921
Note: green Score (e.g. "73.2") means that the model is better than TroyDoesAI/Phi-3-Context-Obedient-RAG.

Rank the Phi 3 Context Obedient RAG 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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