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Phi 3 Mini 128K Instruct by rubra-ai

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Phi 3 Mini 128K Instruct is an open-source language model by rubra-ai. Features: 4.7b LLM, VRAM: 20.8GB, Context: 128K, License: mit, Instruction-Based, LLM Explorer Score: 0.14.

  Agentic   Conversational   Custom code   Doi:10.57967/hf/2682   En   Endpoints compatible   Function-calling   Instruct   Model-index   Phi3   Region:us   Rubra   Safetensors   Sharded   Tensorboard   Tensorflow   Tool-calling
Model Card on HF 🤗: https://huggingface.co/rubra-ai/Phi-3-mini-128k-instruct 

Phi 3 Mini 128K Instruct Benchmarks

LLME Score: 0.1407
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phi 3 Mini 128K Instruct (rubra-ai/Phi-3-mini-128k-instruct)
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Phi 3 Mini 128K Instruct Parameters and Internals

Model Type 
text-generation
Use Cases 
Limitations:
The model performs well on a wide range of tasks, it may still produce biased or incorrect outputs. Users should exercise caution and critical judgment when using the model in sensitive or high-stakes applications., The model's outputs are influenced by the data it was trained on, which may contain inherent biases.
Considerations:
Users should ensure that the deployment of this model adheres to ethical guidelines and consider the potential societal impact of the generated text. Misuse of the model for generating harmful or misleading content is strongly discouraged.
Training Details 
Methodology:
The model underwent additional training on a proprietary dataset encompassing diverse instruction-following, chat, and function calling data. This post-training process enhances the model's ability to integrate tools and manage complex interaction scenarios effectively.
LLM NamePhi 3 Mini 128K Instruct
Repository 🤗https://huggingface.co/rubra-ai/Phi-3-mini-128k-instruct 
Model Size4.7b
Required VRAM20.8 GB
Updated2026-04-05
Maintainerrubra-ai
Model Typephi3
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   5.0 GB: 1-of-3   4.5 GB: 2-of-2   5.0 GB: 2-of-3   1.3 GB: 3-of-3
Supported Languagesen
Model ArchitecturePhi3ForCausalLM
Licensemit
Context Length131072
Model Max Length131072
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
Vocabulary Size32064
Torch Data Typebfloat16

Rank the Phi 3 Mini 128K Instruct 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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