Giant Hydra 240B: Insane Open Source MoE Competes

In this video, Ai Flux introduces Giant Hydra 240B, an open-source LLM (Large Language Model) that boasts 240 billion parameters. This model, built using a mixture of experts (MoE) approach, is designed to compete with top-tier models like GPT-4. Here’s a detailed breakdown of the video:

1. **Introduction**: The presenter discusses the concept of increasing parameters in LLMs and the effectiveness of mixture of experts (MoE) models. GPT-4 uses eight experts with 220 billion parameters each, while Giant Hydra uses four experts with a total of 240 billion parameters.

2. **Model Overview**: Giant Hydra 240B is introduced as a 4x70B MoE model. The presenter credits Nasburg on Twitter for tipping off about this model and highlights the potential of running it with reasonable GPU power.

3. **Model Details**: The Hugging Face page for Giant Hydra provides more details, including its Apache 2 license, making it open for various uses. The model combines four different expert models:
– Marconi 70B V1
– Aurora Knight 70B V1
– Strix Roof Vipes 70B (developed internally)
– ICBU NPU Fashion GPT 70B

4. **Model Capabilities**: Each expert model in Giant Hydra is designed to excel in different areas, such as roleplaying, storytelling, planning, and logic enforcement. The blend of these models aims to cover multiple disciplines effectively.

5. **Running the Model**: The presenter discusses the feasibility of running Giant Hydra 240B, mentioning the need for high GPU power. The model can potentially be run on a setup with multiple A100 or A6000 GPUs.

6. **Community Feedback**: The video includes feedback from the community, with some users attempting to run the model and sharing their experiences and challenges.

7. **Technical Insights**: The presenter provides technical insights on running multiple GPUs and mentions the importance of using proper PCIe risers to avoid issues like GPUs falling off the bus.

8. **Conclusion**: The video concludes with a call to action for viewers to try running Giant Hydra 240B and share their experiences. The presenter expresses excitement about the advancements in open-source LLMs and their potential to compete with models like GPT-4.

This video showcases the capabilities and potential of Giant Hydra 240B, highlighting its open-source nature and the community’s efforts to push the boundaries of AI technology.