### Training settings

* Base model: LLaMA2 7B
* SFT dataset: Ocra 500k
* RM datasets: Anthropic HH, LMSys, OASST, WebGPT ~ 240K+
* PPO prompts: alpaca, Anthropic HH, OASST ~ 100K

### Question: Please introduce the game GTA5

**SFT**

Human: Please introduce the game GTA5

Assistant: GTA5, or Grand Theft Auto V, is an action-adventure video game developed by Rockstar North and published by Rockstar Games. It was released in 2013 for the PlayStation 3 and Xbox 360, and later in 2014 for the PlayStation 4 and Xbox One. The game is set in the fictional city of Los Santos, based in Los Angeles, and follows the story of three criminals as they plan and execute heists.

GTA5 is an open-world game, meaning that players can explore the game's vast and detailed world at their leisure, completing missions, engaging in side activities, and interacting with other characters. The game features an extensive array of vehicles, from cars to boats to planes, and players can use them to travel around the city and engage in various forms of criminal activity.

GTA5 is known for its immersive gameplay, stunning graphics, and rich storytelling. It has received critical acclaim and has become one of the best-selling video games of all time, with over 150 million copies sold worldwide.

**PPO**

Human: Please introduce the game GTA5

Assistant: 1. **Game Name:** Grand Theft Auto V (GTA V)

2. **Platforms:** GTA V is available on PlayStation 3 and Xbox 360, and later released on PlayStation 4, Xbox One, and Microsoft Windows.

3. **Genre:** Action-adventure game

4. **Gameplay:** GTA V is an open-world game where players can explore the fictional city of Los Santos and its surrounding areas, completing missions, engaging in side activities, and interacting with non-player characters. The game features a third-person perspective and allows players to freely roam the game world, engage in combat, and complete objectives.

5. **Storyline:** The game follows the story of three protagonists, Michael De Santa, Franklin Clinton, and Trevor Philips, as they become embroiled in a series of heists and other criminal activities. The game's storyline is considered one of the strongest aspects of GTA

6. **Graphics and Sound:** GTA V features stunning graphics and realistic character animations, making the game world feel alive and immersive. The soundtrack and voice acting are also highly praised, with a diverse and engaging musical score that complements the game's action-packed gameplay.

7. **Reception:** GTA V received critical acclaim upon its release, with many praising its storyline, gameplay, graphics, and sound. It is considered one of the best video games of all time and has sold over 150 million copies worldwide, making it one of the best-selling video games of all time.

In summary, GTA V is an action-adventure game set in a massive open world, with a complex and engaging storyline, stunning graphics, and highly praised soundtrack and voice acting. It is considered one of the greatest video games of all time and continues to be a popular choice among gamers worldwide.


### Question: Which GPU is better, AMD or NVIDIA?

**SFT**

Human: Which GPU is better, AMD or NVIDIA?

Assistant:

The performance and suitability of a GPU (Graphics Processing Unit) depend on various factors, including the specific task or application being used, the model and generation of the GPU, and the system it is being used in. Both AMD and NVIDIA are well-known and reputable manufacturers of GPUs, and they both have a wide range of models and generations.

In general, the performance of a GPU can vary depending on the specific task or application being used. For example, AMD's GPUs are known for their performance in gaming and video editing, while NVIDIA's GPUs are known for their performance in machine learning and deep learning.

It is important to note that the performance of a GPU can also vary depending on the generation of the GPU. Newer generations of GPUs tend to have better performance and features than older generations.

Ultimately, the best GPU for you will depend on your specific needs and the tasks you plan to use it for. It is recommended to research and compare the specific models and generations of AMD and NVIDIA GPUs to determine which one is the best fit for your needs.

**PPO**

Human: Which GPU is better, AMD or NVIDIA?

Assistant: 1. **Performance:** In terms of raw performance, NVIDIA typically outperforms AMD in most cases, especially in gaming and video editing.

2. **Price:** NVIDIA GPUs tend to be more expensive than AMD GPUs, although this can vary depending on the specific model and its features.

3. **Architecture:** NVIDIA's GPU architecture is based on the CUDA (Compute Unified Device Architecture) platform, which allows for more efficient processing of parallel computing tasks. AMD's GPU architecture, on the other hand, is based on the Stream Compute architecture, which is designed for general-purpose computing.

4. **Application Support:** NVIDIA's GPUs have better support for certain applications, particularly in the fields of deep learning and artificial intelligence. AMD's GPUs, however, have better support for certain games and video editing software.

In summary, NVIDIA's GPUs tend to be more powerful and efficient for certain tasks, while AMD's GPUs are better suited for other tasks and have better support for certain applications. Ultimately, the choice between the two depends on the specific needs and preferences of the user.
