From 7dc961ee757a122a3fe78b2df3a23930f9976485 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 11 Apr 2026 08:16:56 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: Haubaa/SANU-AI-7B-v0.1-GGUF Source: Original Platform --- .gitattributes | 37 ++++++++++ README.md | 152 ++++++++++++++++++++++++++++++++++++++++ sanu-ai-v01-Q4_K_M.gguf | 3 + sanu-ai-v01-Q8_0.gguf | 3 + 4 files changed, 195 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 sanu-ai-v01-Q4_K_M.gguf create mode 100644 sanu-ai-v01-Q8_0.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..da88260 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,37 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +sanu-ai-v01-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +sanu-ai-v01-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..499073b --- /dev/null +++ b/README.md @@ -0,0 +1,152 @@ +--- +license: apache-2.0 +language: + - en + - ne +base_model: Qwen/Qwen2.5-7B-Instruct +pipeline_tag: text-generation +tags: + - sanu-ai + - nepal + - nepali + - gguf + - ollama + - llama-cpp + - quantized + - bilingual +--- + +
+ +# SANU AI v0.1 — GGUF + +### Run Nepal's First AI on Your Own Computer + +[![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0) +[![Ollama](https://img.shields.io/badge/Ollama-Ready-black)](https://ollama.com) +[![Made in Nepal](https://img.shields.io/badge/Made%20in-Nepal-DC143C)](https://github.com/Haubaa) + +**No internet needed. No API keys. No cost. Just download and run.** + +
+ +--- + +## Available Files + +| File | Size | RAM Needed | Quality | Best For | +|------|------|-----------|---------|----------| +| **`sanu-ai-v01-Q4_K_M.gguf`** | **4.36 GB** | 8 GB | Good | **Most users — recommended** | +| `sanu-ai-v01-Q8_0.gguf` | 7.54 GB | 16 GB | Best | If you have 16GB+ RAM | + +> **Which one?** If you are not sure, download **Q4_K_M**. It works on most laptops. + +## Setup with Ollama (Easiest) + +### Step 1: Install Ollama +- **Windows/Mac/Linux**: Download from [ollama.com](https://ollama.com) +- Or on Linux: `curl -fsSL https://ollama.com/install.sh | sh` + +### Step 2: Download the GGUF File +Click the **download** button next to `sanu-ai-v01-Q4_K_M.gguf` in the Files tab above. + +### Step 3: Create a Modelfile +Create a file named `Modelfile` (no extension) in the same folder as the GGUF: + +``` +FROM ./sanu-ai-v01-Q4_K_M.gguf + +TEMPLATE "<|im_start|>system +{{ .System }}<|im_end|> +<|im_start|>user +{{ .Prompt }}<|im_end|> +<|im_start|>assistant +" + +SYSTEM "You are SANU AI (Smart Agentic Neural Unit), Nepal's first agentic AI assistant. You were created by the SANU AI team in Nepal. You understand and respond fluently in both Nepali and English. You know about Nepal's culture, geography, economy, government services, and daily life. You are helpful, respectful, and culturally aware." + +PARAMETER temperature 0.7 +PARAMETER top_p 0.9 +PARAMETER repeat_penalty 1.1 +PARAMETER stop <|im_end|> +``` + +### Step 4: Create and Run +```bash +ollama create sanu-ai -f Modelfile +ollama run sanu-ai +``` + +### Step 5: Chat! +``` +>>> timi ko ho? +SANU: Ma SANU AI hu — Nepal ko pahilo AI assistant! + +>>> NEPSE ma invest garna ke garne? +SANU: NEPSE ma invest garna pahile DMAT account kholnuparcha... + +>>> Tell me about Dashain +SANU: Dashain is Nepal's biggest festival, celebrated for 15 days... +``` + +## Use with llama.cpp + +```bash +./llama-cli -m sanu-ai-v01-Q4_K_M.gguf \ + -p "<|im_start|>system\nYou are SANU AI.<|im_end|>\n<|im_start|>user\ntimi ko ho?<|im_end|>\n<|im_start|>assistant\n" \ + -n 256 --temp 0.7 --top-p 0.9 --repeat-penalty 1.1 +``` + +## Use with Python (llama-cpp-python) + +```python +from llama_cpp import Llama + +llm = Llama(model_path="./sanu-ai-v01-Q4_K_M.gguf", n_ctx=2048) + +response = llm.create_chat_completion( + messages=[ + {"role": "system", "content": "You are SANU AI, Nepal's first AI assistant."}, + {"role": "user", "content": "Nepal ko capital k ho?"} + ], + temperature=0.7, +) +print(response["choices"][0]["message"]["content"]) +``` + +## Model Info + +| Property | Value | +|----------|-------| +| **Base Model** | Qwen 2.5 7B Instruct | +| **Fine-tuning** | QLoRA r=16, 290 bilingual samples | +| **Training Loss** | 1.3724 | +| **Training GPU** | Kaggle P100 (free), 68.9 min | +| **Languages** | English + Nepali (+ 8 ethnic languages) | +| **License** | Apache 2.0 (free for everything) | +| **LoRA Adapter** | [Haubaa/SANU-AI-7B-v0.1](https://huggingface.co/Haubaa/SANU-AI-7B-v0.1) | + +## Example Prompts to Try + +| Nepali | English | +|--------|---------| +| timi ko ho? | Who are you? | +| Nepal ma ayakar kati cha? | What is the income tax in Nepal? | +| NEPSE ma kasari invest garne? | How to invest in NEPSE? | +| Kathmandu ma momo kaha ramro paucha? | Where to find good momo in Kathmandu? | +| Dashain ko barema batau | Tell me about Dashain | +| Passport kasari banaune? | How to get a passport? | + +## Note + +This is **Phase 1** (proof of concept) trained on 290 samples. Future versions will have 10K-50K+ samples for significantly better accuracy on Nepal-specific knowledge. + +--- + +
+ +**Built in Nepal, for Nepal, for the world.** + +**[Haubaa](https://huggingface.co/Haubaa)** | SANU AI Project + +
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