Nicolay Gerold

4. Introducing Stable LM 3B: Bringing Sustainable, High-Performance Language Models to Smart Devices

Stability AI introduced Stable LM 3B, a high-performing language model designed for smart devices. With 3 billion parameters, it outperforms state-of-the-art 3B models and reduces operating costs and power consumption. The model enables a broader... See more

Things we readily use

There are a few types of k8s resources we use without hesitation. I’m only listing resources here that we create explicitly; most of these resources implicitly create other resources (like Pods) that I will not mention but which we of course (indirectly) use.

• Deployments : Most of our pods are created through deployments.

... See more

Getting models into the hands of users will help us discover new use cases

• Tornado is a Python web framework and asynchronous networking library designed for handling long-lived network connections. It is built to be non-blocking and uses an event loop to manage all operations. While Tornado itself does not rely on a thread pool for its core operations, it provides interfaces for integrating with thread pools (e.g.,

... See more

Vestibular system: hardwired system for balance. Three main modes of movement (pitch, ja and roll). Brain knows the orientation of the depending whether the head is moving some or a combination of the movement through the ear canals. If we are off balance, the cerebellum signals the release of dopamine, epinephrine and asidocoline to avoid falling.... See more

The trip channels in the skin have receptors that monitor changes in temperature. The dorsal Horn neurons in the spinal cord relays the signals to the POA in the hypothalamus. These send out signals to heat up or to cause behavior to heat up. Our main way to dump heat is sweating.

Front Matter is a CMS that runs within Visual Studio Code. It gives you the power and control of a full-blown CMS while also providing you the flexibility and speed of the static site generator of your choice. Jump right into editing and creating content with Front Matter and be able to preview it straight in VS Code.

The extension supports various... See more

Model description

Nous Hermes 2 Mixtral 8x7B DPO is the new flagship Nous Research model trained over the Mixtral 8x7B MoE LLM.

The model was trained on over 1,000,000 entries of primarily GPT-4 generated data, as well as other high quality data from open datasets across the AI landscape, achieving state of the art performance on a variety of tasks.... See more

Study finds RLHF reduces LLM creativity and output variety : A new research paper posted in /r/LocalLLaMA shows that while alignment techniques like RLHF reduce toxic and biased content, they also limit the creativity of large language models, even in contexts unrelated to safety.