SriRamanaAtmic/AtmicIntelv1

Hugging Face
TEXT GENERATIONConcurrency Cost:1Model Size:4BQuant:BF16Ctx Length:4kPublished:May 1, 2026License:mitArchitecture:Transformer Open Weights Warm

SriRamanaAtmic/AtmicIntelv1 is a 4 billion parameter language model, fine-tuned by SriRamanaAtmic, based on Microsoft's Phi-3-mini-4k-instruct architecture with a 4096 token context length. This model is specifically optimized as a teaching assistant for the teachings of Sri Ramana Maharshi, focusing on Self-enquiry and liberation. It was trained using QLoRA and DPO on canonical texts like *Who Am I?* and *Talks with Sri Ramana Maharshi* to provide accurate, grounded responses.

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AtmicIntelv1: Sri Ramana Maharshi Teaching Assistant

AtmicIntelv1 is a specialized 4 billion parameter language model, fine-tuned from Microsoft's Phi-3-mini-4k-instruct, designed to serve as a knowledgeable and compassionate guide to the teachings of Sri Ramana Maharshi. Its primary function is to answer questions about Self-enquiry, the nature of the Self, surrender, and the path to liberation, strictly grounded in his actual teachings.

Key Capabilities

  • Expertise in Ramana Maharshi's Teachings: Provides responses based on verified canonical sources such as Who Am I?, Talks with Sri Ramana Maharshi, and Ulladu Narpadu.
  • Instruction-Following: Fine-tuned with a system prompt that defines its role as a guide to Ramana Maharshi's philosophy.
  • Advanced Fine-tuning: Utilizes a combination of QLoRA (4-bit NF4) and Supervised Fine-Tuning (SFT) followed by Direct Preference Optimization (DPO) to ensure high-quality, accurate, and aligned responses.

Good For

  • Spiritual Study: Ideal for individuals seeking to understand or deepen their knowledge of Sri Ramana Maharshi's philosophy.
  • Educational Applications: Can be used in applications requiring accurate information on Self-enquiry and related spiritual concepts.
  • Personal Guidance: Acts as a virtual assistant for exploring the direct path of tracing the sense of "I" back to its source, the Self.