Reflection

Reflection

Reflection-70B is the world's premier open-source language model that focuses on addressing the hallucination problem prevalent in AI systems. This innovative model employs advanced techniques, ensuring reliable and accurate outputs in various natural language processing tasks. To start interacting with the Reflection-70B model, follow these simple steps: Reflection-70B is available for free as it is an open-source model. However, various integration options through APIs may be offered by third parties, which could come with their pricing models. Keep an eye out for potential subscription services or access fees associated with premium features from compatible platforms. Reflection-70B is an advanced open-source language model designed to minimize hallucinations and improve accuracy in AI-generated outputs through a technique called Reflection-Tuning. Reflection-Tuning teaches the model to detect and correct its own reasoning errors by introducing special tokens such as , , and to structure its thought process effectively. Reflection-70B has shown superior performance across various benchmarks, including MMLU, MATH, IFEval, and GSM8K, outperforming even closed-source models like GPT-4o. By employing stricter control mechanisms during information verification stages, Reflection-70B considerably reduces the generation of false information, enhancing user trust and reliability. The weights for Reflection-70B can be found on Hugging Face, and an API is set to be released through Hyperbolic Labs, allowing for easier integration into applications. An even more powerful version, Reflection-405B, is anticipated to be released soon, with expectations to outperform top proprietary models significantly.