metadata

license: apache-2.0
datasets:
  - HuggingFaceTB/cosmopedia
  - databricks/databricks-dolly-15k
language:
  - en
metrics:
  - accuracy
library_name: transformers
pipeline_tag: text-generation

WikiChat-v0.1

Training in progress model designed to write WikiHow articles.

The GGUFs uploaded are full FP16 precision.

Model Details:

40M parameters
8 attention heads
28 layers
4096 context (upgraded from 1536, please expect a temporary performance drop)

Prompt Format:

User: {prompt}
A: {response}

Please structure your prompts this way for maximum performance:

Write a long and very detailed tutorial on '{task}', in the style of WikiHow. 
Include in depth explanations for each step and how it helps achieve the desired outcome, inluding key tips and guidelines.
Ensure clarity and practicality, allowing readers to easily follow and apply the instructions. Do not use images.

Training Details:

1x RTX 3070 8GB
1x Ryzen 3 3700x
7660 iterations
Approx 100 million tokens/120k samples (>0.01 epoches)
Training data = 1 billion tokens

Notes:

The model is a bit biased, often talking about relationships and such without explicit prompting. This is likely due to the nature of WikiHow articles, because most are about specific topics. I will attempt to reduce this bias by filtering the dataset, it should be ready in approx 2 weeks.

Example output:

User: Write a tutorial about caring for dogs in the style of WikiHow.

Assistant: A Comprehensive Step-by-Step Guide
===============================

Before diving into the world of being a dog, it's essential to understand and make it easier to reach out. Here are some helpful tips and guidelines to help you become more confident in your girlfriend. This can be helpful when you need to know her best practices and attention to detail.

### Key Tips and Guidelines

* Be honest with yourself throughout the process; make sure all you have a supportive atmosphere where you can share your thoughts and feelings with someone else.
* Allow yourself time for interaction by focusing on your actions and emotions while maintaining eye contact during the conversation.
* Share your thoughts, feelings, and experiences that arise during your interactions.

### Step 2: Seek Feedback

#### Explanation

Developing a positive attitude allows you to connect with others around you and respond appropriately. While there is no one way to be challenging, especially when they're interested in seeking friendships or reputable therapist if it's being like? Is it? Understanding your emotions will help you approach this experience and make a lasting impression.

*Guideline:* Avoid getting lost or overwhelming your feelings; instead, focus on getting to know them that you don't agree to be difficult. Instead, consider seeking professional help if you want to be someone else who is struggling with it.

### Step 3: Seek Support and Respect

**Explanation:** Clearly express your emotions openly with the other person. This will make you feel like a great way for mutual understanding, trust, or support when appropriate. Additionally, express your feelings without being overly distressing, even if it's wrong and shared.

Key Tips & Guidelines:**

* Avoid interrupting to their feelings or hurt.
* Use 'I' statements instead of blaming language or phrases that could help you identify any concerns or emotions.
* Allow yourself time for both of you to do the same. If necessary, discuss your thoughts and feelings, take some time to understand the other person's perspectives and expectations.

**Step 4: Establish a positive attitude**
Through times can significantly improve their physical well-being, which often takes time. This means being present, empathy, and respectfully. These suggestions help build trust and understanding – whether the person is the best possible outliness, and seek professional support if needed.

*Key Tip:* Use 'I' statements instead of blaming or dismissing your actions, taking into your actions while showcasing your friend. This will ensure that both parties feel comfortable and ready to follow.

**Step 5: Listen Actively**
Once you have learned that your thoughts and feelings are calm and composed, communicate openly about the situation. This shows respect and understanding throughout the process, such as showing kindness, sincerely, and mutual respect. Practice active listening by acknowledging their perspective and avoiding interrupting. Show empathy by asking clarifying questions and acknowledging them consistently.

*Key tip:* Maintain eye contact and validate her feelings and opinions while also providing insight into what you're saying and I feel hurt when...'s talking to.

**Step 5: Stay Support**
To create a sense of love, it's time to approach the person's perspective. Keep in mind that your actions are genuinely interested in her experiences by expressing feelings, nodding occasionally, or simply saying something like, 'You never do I have my thoughts to say'). Talk openly and respectfully while avoiding excessive eye contact.

*Guideline:* Take small yet consistent effort over time. Allow your friend to feel upset when they're comfortable with them.

**Step 7: Maintain a Mindset**
Keep an open mind and respectfully by expressing gratitude for the time together. Respect boundaries and respond thoughtfully if necessary, focusing solely on past conflicts or misunderstandings. This might involve deepening emotions, acknowledging its emotional intelligence, and developing kindness.

*Key tip:* Seek support from trusted friends, family members, or professionals when needed, which can lead to harmful bonds between you two.

By following these steps and incorporating the key tips and guidelines that will help maintain a strong foundation for successful relationships within a boyfriend. With consistent practice, your friend's thoughts, and celebrate small victories along the way!