对如此科学实验下的证据,OpenAI在博客“Function calling and other API updates”中更新回应到:确实在某些任务上的性能变差了。 We look at a large number of evaluation metrics to determine if a new model should be released. While the majority of metrics have improved, there may be some tasks where ...
对如此科学实验下的证据,OpenAI在博客“Function calling and other API updates”中更新回应到:确实在某些任务上的性能变差了。 We look at a large number of evaluation metrics to determine if a new model should be released. While the majority of metrics have improved, there may be some tasks where ...
Our analysis indicates that the impacts of LLMs like GPT-4, are likely to be pervasive. While LLMs have consistently improved in capabilities over time, their growing economic effect is expected to persist and increase even if we halt the development of new capabilities today. We also find th...
从组织架构的设置上看,GPT-4 幕后的研发团队大致可分为七个部分:预训练(Pretraining)、长上下文(Long context)、视觉(Vision)、强化学习 & 对齐(RL & alignment)、评估 & 分析(Evaluation & analysis)、部署(Deployment),以及其他贡献者(Additional contributions)。 预训练部分的工作细分为: 计算机集群扩展(Compute...
@SIY.Z讨论了下，他是 evaluation 的老手，印证了我的猜测。首先跟GPT-4对比的时候，竟然是自己用 ...
E.G To generate text unconditionally with the GPT-NeoX-20B model, you can use the following: ./deepy.py generate.py ./configs/20B.yml Or optionally pass in a text file (e.gprompt.txt) to use as the prompt, which should be a plain.txtfile with each prompt separated by newline char...
s overall progress and show how AI systems compare with humans at specific tasks. They can also help users decide which model to use for a particular job and identify promising new entrants in the space, says Clémentine Fourrier, a specialist in evaluating LLMs at Hugging Face, a startup ...
Comparative Playground: A new side-by-side Playground UI for comparing model quality and performance, allowing human evaluation of the outputs of multiple models or fine-tune snapshots against a single promptComparative Playground:一种新的并排 Playground UI,用于比较模型质量和性能,允许人工评估多个模型的...
2023/04/28: We are maintaining a datasetChatLog, which collects ChatGPT responses everyday from 2023-03-05 to now. We evaluate ChatGPT's performance on 21 benchmarks across time and find that previous evaluation results may change at new dates. Based on the colleted data, we buildOpenChat...
MiniGPT-4使用一个冻结的视觉编码器和一个冻结的语言模型进行对齐，通过两个阶段的训练，可以生成高质量...