SLMs 2

AI models and infrastructure for autonomous code generation. Relace provides an advanced platform for autonomous codegen, offering specialized AI models and infrastructure designed for coding workflows. It features source control with out-of-the-box codebase retrieval, fast utility SLMs (Small Language Models), and task-specific agents that can run on any repository. Relace's core offerings include high-performance code retrieval, a universal code merging model that applies file edits at 10,000 tokens/second, and state-of-the-art SLMs optimized for utility tasks like applying file edits and searching codebases quickly. The platform is built for reliability and scale, offering features like lightweight push/pull operations, fast branching, automatic indexing, and a simple API for integration into CI/CD pipelines and development workflows. Relace aims to outperform general-purpose LLMs in code-specific tasks, leading to faster, more reliable, and easier integration into engineering pipelines.

Predibase is a low-code AI platform for building, fine-tuning, and deploying state-of-the-art AI models, including LLMs. Predibase is a low-code AI platform that enables engineers and data scientists to build, optimize, and deploy state-of-the-art models, ranging from linear regressions to large language models, using minimal code. It specializes in fine-tuning and serving LLMs, allowing users to customize and serve open-source models that can outperform GPT-4 within their own cloud or Predibase's infrastructure. The platform offers features like reinforcement fine-tuning, multi-LoRA inference, and autoscaling infrastructure to ensure unmatched accuracy and speed in training and serving AI models.