AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference AutoGen is an open-source, community-driven project under active development (as a spinoff fromFLAML(opens in new tab),...
- 完整的语言建模(Full Language Modeling, FLM):预测序列中的下一个词。 - 掩码语言建模(Masked Language Modeling, MLM):预测序列中被掩码覆盖的词。 - 前缀语言建模(Prefix Language Modeling):允许序列的一部分非因果地关注未来的词。 3. **模型架构(Architectures)**: - 讨论了基于Transformer的不同架构,包...
例如,OpenAI 已更新其模型以减少不当内容的生成,例如仇恨言论。结果,现在在 Twitter 上搜索“as an AI language model”这个短语会出现无数的机器人。 这表明构建 LLM 驱动的应用程序需要监控底层 API 模型的变化。 已经出现了用于监控 LLM 的工具,例如Whylabs或HumanLoop。 LLMOps 与 MLOps 有何不同? MLOps ...
While large language models have positive applications, including large language model applications, they can also be misused. The technology can be used to generate convincing fake content, impersonate individuals, or facilitate cyberattacks. It is crucial to have safeguards, regulations, and ethical ...
Large Language Model ApplicationsLarge language models are applicable across a broad spectrum of use cases in various industries. Below are some of the most prevalent applications of this technology.Text GenerationLLMs can generate text on virtually any topic, whether that be an Instagram caption, ...
Large language models (LLMs) have become a valuable technology in areas such as content creation, language comprehension, and intelligent dialogue, or interactions between people and computer systems. However, these models generate responses based on patterns and ...
“ChipNeMo aims to explore the applications of large language models (LLMs) for industrial chip design. Instead of directly deploying off-the-shelf commercial or open-source LLMs, we instead adopt the following domain adaptation techniques: custom tokenizers, domain-adaptive continued pretraini...
Overall, the model demonstrates its potential to power a natural language interface. We hope that researchers will find these case studies inspiring to develop further.#Large language models' performance surpassed traditional machine learning models' on IoT cyber threat detection.Large language model ...
In March, Jia Yangqing, Alibaba's Vice President of Technology, left his position with his team to establish a new venture focused on AI, including large language model applications. Similarly, Qiu Xiaohu, Tencent's Vice President and Head of the Platform and Content Business Group, has recentl...
复旦大学+基于大型语言模型的智能体的兴起与发展-The Rise and Potential of Large Language Model Based Agents A Survey 热度: WEF_未来的工作:大型语言模型和工作 Jobs of Tomorrow - Large Language Models and Jobs 2023 热度: ChallengesandApplicationsoLargeLanguageModels ...