---
license: apache-2.0
tags:
- moe
- frankenmoe
- merge
- mergekit
- lazymergekit
- aloobun/Cypher-Mini-Laser-1.8B
- aloobun/Cypher-CoT-Laser-1.8B
- laser
base_model:
- aloobun/Cypher-Mini-Laser-1.8B
- aloobun/Cypher-CoT-Laser-1.8B
datasets:
- kaist-ai/CoT-Collection
- Locutusque/Hercules-v3.0
---

This work is based on implementation of the LASER technique, by @fernandofernandes & @ehartford.

I 'lasered' two models first and then merged them.

# Cypher-Laser-Mixtral-2x1.8B-v0.1

Cypher-Laser-Mixtral-2x1.8B-v0.1 is a Mixure of Experts (MoE) made with the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
* [aloobun/Cypher-Mini-Laser-1.8B](https://huggingface.co/aloobun/Cypher-Mini-Laser-1.8B)
* [aloobun/Cypher-CoT-Laser-1.8B](https://huggingface.co/aloobun/Cypher-CoT-Laser-1.8B)

## 🧩 Configuration

```yaml
base_model: aloobun/Cypher-Mini-Laser-1.8B
gate_mode: hidden
dtype: bfloat16
experts:
  - source_model: aloobun/Cypher-Mini-Laser-1.8B
    positive_prompts:
      - "Write a Python script that sorts a list of integers using the bubble sort algorithm."
      - "Write a JavaScript function that redirects a web page to another page after 5 seconds."
      - "Describe the steps to troubleshoot a fluid dynamics issue with a water fountain."
      - "Write a short story about a knight's quest to find a lost treasure, and then summarize it in one paragraph."
      - "Summarize the following article with details and clarity."
      - "Tell me about your favorite book and why you like it."
      
  - source_model: aloobun/Cypher-CoT-Laser-1.8B
    positive_prompts:
      - "Liam saw an animal running on the farm. Q: Is it true that The animal could be a horse."
      - "Based on the following paragraph can we conclude that the sentence below is true?"
      - "According to the article, how do dolphins communicate with each other?"
      - "Solve this math problem Solve 7644 = 4648*d - 4557*d for d."
      - "If we have 3 marbles, and two roll under the counter, and one is found, how many marbles are there?"
      - "What is the result of 25 divided by 5?"
      - "Is it morally justifiable to lie to protect someone's feelings?"
      - "Determine if the sentence is true based on the text below. Choose from options."
      - "What might a person do if they forget their umbrella on a rainy day?"
      - "Which of the following is an example of renewable energy: a) Coal, b) Solar, c) Oil, d) Natural gas?"
      - "What is the capital of Canada? a) Toronto, b) Ottawa, c) Montreal, d) Vancouver."
      - "Which of these animals is a mammal? a) Snake, b) Dolphin, c) Turtle, d) Frog."
      - "Given a story, answer the question about the story."
      - "Given a prompt and four completions, select the completion that is the most plausible in continuing or answering the prompt."
```


## Format:
```
<|system|></s><|prompt|></s><|answer|>
```