for training an LLM, there are a variety of approaches that you can take. It depends on the task at hand because we expect the LLM to work on a variety of use cases. The reason we see
Uncover the three main risks of skipping AI training. These are the problems you may encounter if you train your own LLM without AI expertise. READ MORE 3 Key Reasons Companies Need AI Training Discover the three key benefits of AI training services to help any business in any vertical gain...
You can specify registered components via a Python entrypoint if you are building your own package with registered components. For example, the following would register the WandBLogger class, under the key wandb, in the llm_foundry.loggers registry: [build-system] requires = ["setuptools>=42",...
Large language models (LLMs) have recently enjoyed much success, e.g.,achieving 50% accuracyon high school math competition questions. These models can solve various tasks using the right prompts or fine-tuning, such as translation, summarization, or question answering. One path to human-level ...
The artificial-intelligence industry is often compared to the oil industry: once mined and refined, data, like oil, can be a highly lucrative commodity. Now it seems the metaphor may extend even further. Like its fossil-fuel counterpart, the process of d
which is the same thing as would happen in a nonmyopic setup if the supervisor just gave the Nth action really high reward. In other words, it doesn't matter if the agent is doing its own credit assignment because the supervisor is basically doing the same credit assignment as the agent ...
I forgot who said this –“LLMs are moderately competent assistants that need constant supervision and work around the clock.” Learning to bring things back to the iSchool. Why is AI dangerous = inaccuracy, doesn’t deal with uncertaintyvetted misinformation,AI picks up stereotypes. ...
Testimonials(5) prompts engineering part Michal - GE HealthCare Course - Generative AI with Large Language Models (LLMs) Hunter is fabulous, very engaging, extremely knowledgeable and personable. Very well done. Rick Johnson - Laramie County Community College ...
System Info torch 2.0.1 torchaudio 2.0.2 torchvision 0.15.2 Information The official example scripts My own modified scripts 🐛 Describe the bug When using Deepspeed training, compared with DDP training with the same configuration, the to...
Today, many of the most popular LLM developer frameworks have been inspired by and built directly leveraging the open-source Megatron-LM library, spurring a wave of foundation models and AI startups. Some of the most popular LLM frameworks built on top of Megatron-LM include Colossal-AI, ...