Nicolay Gerold

Depending on your use case, batching may help . If you are sending multiple requests to the same endpoint, you can batch the prompts to be sent in the same request. This will reduce the number of requests you need to make. The prompt parameter can hold up to 20 unique prompts. We advise you to test out this method and see if it helps. In some... See more

How do models represent style, and how can we more precisely extract and steer it?

A commonly requested feature in almost any LLM-based writing application is “I want the AI to respond in my style of writing,” or “I want the AI to adhere to this style guide.” Aside from costly and complicated multi-stage finetuning processes like Anthropic’s RL with... See more

LLaVA v1.5, a new open-source multimodal model stepping onto the scene as a contender against GPT-4 with multimodal capabilities. It uses a simple projection matrix to connect the pre-trained CLIP ViT-L/14 vision encoder with Vicuna LLM, resulting in a robust model that can handle images and text. The model is trained in two stages: first, updated... See more

Forms and Validation

A lot of people underestimate the importance of proper form handling and that’s a mistake. It’s not just about capturing user input, it’s about providing a seamless and user-friendly experience.

There are numerous libraries available, but in my opinion, there are two main competitors: Formik and React Hook Form.

Even though both... See more

AgentTuning: Enabling Generalized Agent Abilities For LLMs

🤗 Model (AgentLM-70B) • 🤗 Dataset (AgentInstruct) • 📃 Paper • 🌐 Project Page

中文版(Chinese)

AgentTuning represents the very first attempt to instruction-tune LLMs using interaction trajectories across multiple agent tasks. Evaluation results indicate that AgentTuning enables the agent... See more

If you cannot decrease your stress levels over long periods and maintain bed sleep, once you relax you might crash due to the loss of adrenaline. Tackykinin is our internal punishment signal that makes us more fearful, paranoid and impairs our immune system. It is released when we don’t spend enough time with people you really trust, doing things... See more

Caffeine can increase dopamine release by 30% and might have a protective effect on dopamine neurons.

The human-centric platform for production ML & AI

Access data easily, scale compute cost-efficiently, and ship to production confidently with fully managed infrastructure, running securely in your cloud.

The motor, auditory, and visual systems teach themselves. Try out different parameters and find the ones which make the behavior better and then focus on these. Isolate the errors and make a variety of errors in a particular aspect of the motor movement to signal it is plastic.