Phi 3 Context Obedient RAG By TroyDoesAI: Benchmarks, Features and Detailed Analysis. Insights on Phi 3 Context Obedient RAG.

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: 0.19683

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

Phi 3 Context Obedient RAG (TroyDoesAI/Phi-3-Context-Obedient-RAG)

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 Name	Phi 3 Context Obedient RAG
Repository 🤗	https://huggingface.co/TroyDoesAI/Phi-3-Context-Obedient-RAG
Model Size	3.8b
Required VRAM	7.7 GB
Updated	2025-01-14
Maintainer	TroyDoesAI
Model Type	phi3
Model Files	5.0 GB: 1-of-2 2.7 GB: 2-of-2
Model Architecture	Phi3ForCausalLM
License	cc-by-sa-4.0
Context Length	131072
Model Max Length	131072
Transformers Version	4.39.3
Tokenizer Class	LlamaTokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	32064
Torch Data Type	float16

Quantized Models of the Phi 3 Context Obedient RAG

Model	Likes	Downloads	VRAM
...hi 3 Context Obedient RAG GGUF	6	69	1 GB

Best Alternatives to Phi 3 Context Obedient RAG

Best Alternatives	Context / RAM	Downloads	Likes
Phi 3.5 Mini Instruct	128K / 7.7 GB	570212	751
Phi 3 Mini 128K Instruct	128K / 7.7 GB	406461	1626
NuExtract V1.5	128K / 7.7 GB	108511	89
NuExtract 1.5	128K / 7.7 GB	10008	187
Glider	128K / 15.4 GB	1572	30
Phi 3.5 Mini TitanFusion 0.1	128K / 7.7 GB	17	0
ECE EIFFEL 3Bv2	128K / 7.7 GB	14	0
Samantha2.0 Phi 3.5 Mini ITA	128K / 7.7 GB	3949	0
Artemide 3.5	128K / 7.7 GB	6822	2
Phi 3.5 Mini ITA	128K / 7.7 GB	7018	11

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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Original data from HuggingFace, OpenCompass and various public git repos.

Release v20241227

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