waifu-research-department (The Waifu Research Department)

eienmojiki

posted an update 4 days ago

Post

1929

🪄 LayerDiffuse - Flux Version (Demo) 🪄

LayerDiffuse - Transparent Image Layer Diffusion using Latent Transparency

Demo: eienmojiki/Flux-LayerDiffuse

ajibawa-2023

posted an update 4 months ago

Post

3123

New Dataset: Software-Architecture
Link: ajibawa-2023/Software-Architecture

I am releasing a Large Dataset covering topics related to Software-Architecture. This dataset consists of around 450,000 lines of data in jsonl.

I have included following topics:

Architectural Frameworks

Architectural Patterns for Reliability

Architectural Patterns for Scalability

Architectural Patterns

Architectural Quality Attributes

Architectural Testing

Architectural Views

Architectural Decision-Making

Advanced Research

Cloud-Based Architectures

Component-Based Architecture

Data Architecture

Emerging Trends

Event-Driven Architecture

Evolvability and Maintainability

Microservices and Monolithic

Microservices Architecture

Security Architecture

Service-Oriented Architecture

Software Design Principles

and Many More!

This dataset is useful in LLM development. Also those who are working on developing Software development related LLMs then this dataset can be useful.

This dataset is very useful to Researchers as well.

4 replies

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ajibawa-2023

posted an update 9 months ago

Post

2028

Thank you very much hf team for accepting me! I was waiting for very long time. Thank you

samusenps

posted an update 10 months ago

Post

4123

Hello world!

I'd like to share with you all today some specific Research about the Brain & some surface level thoughts

Music (Frequencies)
Brain2Music: Reconstructing Music from Human Brain Activity (2307.11078)

Speech
Decoding speech from non-invasive brain recordings (2208.12266)

Image
Seeing through the Brain: Image Reconstruction of Visual Perception from Human Brain Signals (2308.02510)
DreamDiffusion: Generating High-Quality Images from Brain EEG Signals (2306.16934)
NeuroPictor: Refining fMRI-to-Image Reconstruction via Multi-individual Pretraining and Multi-level Modulation (2403.18211)

Video
NeuroCine: Decoding Vivid Video Sequences from Human Brain Activties (2402.01590)
Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity (2305.11675)

3D
MinD-3D: Reconstruct High-quality 3D objects in Human Brain (2312.07485)

Potential Opportunities For BCI

4D
DreamGaussian4D: Generative 4D Gaussian Splatting (2312.17142)

Realistic High Quality Video
Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models (2402.17177)

samusenps/bci-661206b642da659656474db2

Reading minds is cool & useful but could be utilized for many things other than thought interrogation 👀

Current Co pilots are Boring! & have much untapped potential & also people don't seem to want autonomous agents replacing them although it is inevitable for some cases

I believe if humans want to become an interplanetary species that can utilize our accumulative research we need to extend our brain with technology in order to be smarter. Imagine a Co-pilot for your head, Adding extra ‘RAM’ to the brain, or even Processing external data within the brain.

Ok people are afraid of implanting computer chips within their brains, what if someone hacks it ? , the invasive possibilities are crazy!

How can we ensure Safety & Interpretability in brain computer interfaces
1. External Non Invasive Brain Computer interfaces [ think similar to https://neurosity.co/crown (overpriced IMO & Hardware is closed source proprietary, who knows what they’re doing 👁️) ]
2. Full Reproducible Open-Source Stack Brain computer interface down to the hardware, operating system, and application level.
3. Maybe you can't, there may always be a risk of danger, though not as consequential with 1 & 2