初始化项目，由ModelHub XC社区提供模型

Model: SriRamanaAtmic/AtmicIntelv1
Source: Original Platform

README.md

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+---
+language:
+- en
+license: mit
+base_model: microsoft/Phi-3-mini-4k-instruct
+tags:
+- phi-3
+- lora
+- spiritual
+- ramana-maharshi
+- advaita-vedanta
+- self-enquiry
+- rag
+pipeline_tag: text-generation
+---
+
+# Ramana Maharshi Teaching Assistant — Phi-3 Mini LoRA
+
+A LoRA fine-tuned version of [Phi-3-mini-4k-instruct](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct)
+trained on verified teachings of Sri Ramana Maharshi.
+
+## Training
+
+- **Base model**: `microsoft/Phi-3-mini-4k-instruct`
+- **Method**: QLoRA (4-bit NF4) + SFT → DPO
+- **SFT data**: Single-turn and multi-turn Q&A grounded in canonical texts
+- **DPO data**: Preference pairs (verified teachings vs. generic responses)
+- **Canonical sources**: *Who Am I?*, *Talks with Sri Ramana Maharshi*, *Ulladu Narpadu*
+- **LoRA rank**: 16 | Alpha: 32 | Target: all attention + MLP projection layers
+
+## Usage
+
+```python
+from transformers import AutoTokenizer, AutoModelForCausalLM
+import torch
+
+model_id  = "SriRamanaAtmic/AtmicIntelv1"
+tokenizer = AutoTokenizer.from_pretrained(model_id, trust_remote_code=True)
+model     = AutoModelForCausalLM.from_pretrained(
+    model_id,
+    torch_dtype       = torch.bfloat16,
+    device_map        = "auto",
+    trust_remote_code = True,
+)
+
+SYSTEM = (
+    "You are a knowledgeable and compassionate guide to the teachings of "
+    "Sri Ramana Maharshi. Answer questions about Self-enquiry, the nature "
+    "of the Self, surrender, and the path to liberation, grounded in his "
+    "actual teachings."
+)
+
+messages = [
+    {"role": "system",    "content": SYSTEM},
+    {"role": "user",      "content": "What is self-enquiry?"},
+]
+text   = tokenizer.apply_chat_template(messages, tokenize=False,
+                                        add_generation_prompt=True)
+inputs = tokenizer(text, return_tensors="pt").to(model.device)
+
+with torch.no_grad():
+    out = model.generate(
+        **inputs,
+        max_new_tokens     = 512,
+        temperature        = 0.7,
+        top_p              = 0.9,
+        repetition_penalty = 1.1,
+        do_sample          = True,
+    )
+print(tokenizer.decode(out[0][inputs.input_ids.shape[1]:], skip_special_tokens=True))
+```
+
+## About Sri Ramana Maharshi
+
+Sri Ramana Maharshi (1879–1950) was one of the greatest sages of modern India.
+His principal teaching was *Atma Vichara* (Self-enquiry): the direct path of
+tracing the sense of "I" back to its source, the Self — pure, undivided
+awareness. He is revered across traditions for the simplicity, depth, and
+transformative power of his teachings.