NEW Koala LLM: Uncensored Vicuna - ChatGPT Alternative (Tutorial)

In this video, we will be discussing the Koala chatbot, which has been trained on dialogue data gathered from the web. We will also be exploring how this chatbot has been fine-tuned using Meta's LLaMA and how it is capable of responding to a variety of user queries. Additionally, we will be presenting the results of a user study that compares Koala to Stanford's Alpaca and ChatGPT.

Key Takeaways:

- Koala is a chatbot that has been trained on dialogue data gathered from the web using Meta's LLaMA.
- The chatbot is capable of responding to a variety of user queries effectively.
- The dataset curation and training process of Koala will be described in detail.
- Results of a user study comparing Koala to Stanford's Alpaca and ChatGPT will be presented.
- Models that are small enough to be run locally can capture much of the performance of their larger counterparts if they are trained on carefully sourced data.
Dataset Curation and Training Process:
Koala's dataset was curated from dialogue data gathered from the web. This dataset was then used to train the chatbot using Meta's LLaMA, which resulted in a chatbot that is capable of responding to a variety of user queries effectively. The user study found that Koala can effectively respond to a variety of user queries and generate responses that are often preferred over Alpaca, and at least tied with ChatGPT in over half of the cases. These results contribute to the discourse around the relative performance of large closed-source models to smaller public models.

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[Links]:

[Time Stamps]:
0:00 - Intro
0:40 - Whitepaper - Koala
2:25 - Vicuna-13B Vs Koala
4:52 - System Overview
7:35 - Evaluation
11:45 - Google Colab
13:36 - Demo

Additional Tags and Keywords:
#KoalaChatbot #ChatbotTraining #DialogueData #MetaLLaMA #Alpaca #ChatGPT #SmallModels #DatasetCuration #UserStudy

Hashtags:
#KoalaChatbot #ChatbotTraining #DialogueData #MetaLLaMA #Alpaca #ChatGPT #SmallModels #DatasetCuration #UserStudy

[Maxymatrix]

Insane how many LLMs are open available now. In a matter of like 2 weeks we got open-source LLM one after another. I am really interested in the uncensored LLMs. Opens so many possibilities for personification!

[ownerrage]

keep up the great work! from venezuela

[Maxymatrix]

Also I was wondering how many VRAM you have inside your GPU. My RTX 3070 8GB VRAM probably won't be enough for the 13b Koala model. I am thinking about upgrading though.

[AlexandreBrottoRangel]

I did the test now on the "Koala" and unfortunately, they have already implemented ethical filters. I asked the same question as in the video, for purely speculative purposes on the platform, among other questions that were censored on other platforms, and it gave me the good and untruthful ethical response.

[psytek]

Is there a way to get a Colab notebook?