Fireworks AI has introduced new capabilities to the DeepSeek V3 model, which already excels in reasoning and coding tasks, by adding vision capabilities through a feature called Document Inlining. The year 2024 marked significant advancements in large multimodal models, with DeepSeek V3 outperforming competitors like GPT4-o in benchmarks, particularly in coding, and achieving high scores in tests such as MMLU and BBH. Despite its existing strengths, DeepSeek V3 lacked vision capabilities, which can now be integrated using Fireworks AI's Document Inlining, allowing users to enable vision features with ease. Fireworks AI, an enterprise-scale LLM inference engine, supports the development of low-latency, high-performance generative AI applications by offering features like prompt caching and speculative API, ensuring high throughput and low total cost of ownership. Additionally, the Fireworks platform facilitates rapid deployment of open-source LLMs and supports a community of developers in building AI applications from prototype to production.