Run llama 3.2 in command line

Install Ollma

1. download ollma installer here

2. install ollma follow the Guide

3. validate with command

% ollama list
NAME               ID              SIZE      MODIFIED 

Run llama

% ollama run llama3.2
pulling manifest 
pulling dde5aa3fc5ff... 100% ▕████████████████▏ 2.0 GB                         
pulling 966de95ca8a6... 100% ▕████████████████▏ 1.4 KB                         
pulling fcc5a6bec9da... 100% ▕████████████████▏ 7.7 KB                         
pulling a70ff7e570d9... 100% ▕████████████████▏ 6.0 KB                         
pulling 56bb8bd477a5... 100% ▕████████████████▏   96 B                         
pulling 34bb5ab01051... 100% ▕████████████████▏  561 B                         
verifying sha256 digest 
writing manifest 
success 
>>> what's happiness?
Happiness is a complex and multifaceted concept that has been debated and 
explored by philosophers, psychologists, scientists, and everyday people 
for centuries. Here's a comprehensive overview:

**Definition:** Happiness refers to a positive emotional state 
characterized by feelings of joy, contentment, satisfaction, and 
well-being.

**Theories:**

1. **Hedonic Theory**: This theory proposes that happiness is derived from 
the pleasure and pain we experience in life.
2. **Eudaimonic Theory**: This theory suggests that happiness comes from 
living a fulfilling life, pursuing one's values, and cultivating 
meaningful relationships.
3. **Flow Theory**: This theory describes the state of being fully engaged 
and immersed in an activity that provides a sense of enjoyment and 
fulfillment.

**Components:**

1. **Positive emotions**: Feelings like joy, gratitude, love, and 
excitement contribute to happiness.
2. **Life satisfaction**: Being content with one's life, including aspects 
like relationships, career, and personal growth.
3. **Purpose**: Having a clear sense of direction, goals, and values can 
provide a feeling of fulfillment.
4. **Social connections**: Nurturing relationships with family, friends, 
and community can enhance happiness.
5. **Physical well-being**: Taking care of one's physical health and 
engaging in regular exercise can contribute to overall happiness.

**Types of Happiness:**

1. **Epic happiness**: A long-term, deep sense of fulfillment and 
satisfaction with life.
2. **Short-term happiness**: A more fleeting feeling of joy or pleasure.
3. **Emotional happiness**: A positive emotional state characterized by 
feelings like excitement, euphoria, or elation.

**Factors that Influence Happiness:**

1. **Genetics**: Our genetic makeup can play a role in our predisposition 
to experience certain emotions and respond to life events.
2. **Environmental factors**: Upbringing, social environment, cultural 
background, and socioeconomic status can impact happiness.
3. **Life experiences**: Traumatic events, major life changes, or 
significant relationships can influence happiness levels.

**Cultivating Happiness:**

1. **Practice gratitude**: Reflect on the things you're thankful for each 
day.
2. **Engage in activities that bring joy**: Pursue hobbies, passions, and 
interests that make you happy.
3. **Build meaningful relationships**: Nurture connections with loved 
ones, friends, and community.
4. **Take care of your physical health**: Prioritize exercise, healthy 
eating, and adequate sleep.

Remember, happiness is a personal and subjective experience that can vary 
greatly from person to person. By understanding the complexities of 
happiness and cultivating habits that promote well-being, you can embark 
on a journey to increase your own sense of fulfillment and joy.

>>> Send a message (/? for help)

Run llama with Open webUI

Install Open webUI

1. Install conda

1.a. download miniconda installer here

1.b. install miniconda follow the Guide

1.c. validate with command

% conda --version
conda 24.11.1

2. create a clean env 

% conda create -n ai python=3.11 -y && conda activate ai
Channels:
 - defaults
Platform: osx-arm64
Collecting package metadata (repodata.json): do
...

3. install torch

(ai) % pip install torch
Collecting torch
  Downloading torch-2.5.1-cp311-none-macosx_11_0_arm64.whl.metadata (28 kB)
Collecting filelock (from torch)
...

4. install open-webui

(ai) % pip install open-webui
Collecting open-webui
  Downloading open_webui-0.5.7-py3-none-any.whl.metadata (18 kB)
Collecting aiocache (from open-webui)
  Downloading aiocache-0.12.3-py2.py3-none-any.whl.metadata (8.3 kB)
Collecting aiofiles (from open-webui)

Start Open webUI

(ai) % open-webui serve
Loading WEBUI_SECRET_KEY from file, not provided as an environment variable.
Generating a new secret key and saving it to /Users/tiapeng/.webui_secret_key
Loading WEBUI_SECRET_KEY from /Users/tiapeng/.webui_secret_key
/opt/miniconda3/envs/ai/lib/python3.11/site-packages/open_webui
/opt/miniconda3/envs/ai/lib/python3.11/site-packages
/opt/miniconda3/envs/ai/lib/python3.11
Running migrations

Access llama from web browser

open web browser : http://0.0.0.0:8080/

Run DeepSeek-R1 with Open WebUI

Install DeepSeek-R1 in Open WebUI

1. Go to http://0.0.0.0:8080/admin/settings

2. Pull DeepSeek-R1 from ollama.com:

Lanuch DeepSeek-R1

New Chat -> switch model to deepseek-r1