Diving deeper into Llama 2’s architecture, Meta reveals that the model’s fine-tuning melds supervised fine-tuning (SFT) with reinforcement learning aided by human feedback (RLHF). This combination prioritizes alignment with human-centric norms, striking a balan...
通过在MIMIC-CXR和OpenI数据集上使用ROUGE度量对Radiology-Llama2进行了定量评估,结果表明Radiology-Llama2在与其他生成式语言模型的比较中具有最先进的性能,并且在理解性、连贯性、相关性、简洁性和临床实用性等关键标准上表现出色。这篇文章强调了本地化语言模型为特定领域的潜力,如放射学。本文的三个...
xTuring Build and control your personal LLMs with fast and efficient fine-tuning. ZenML Open-source framework for orchestrating, experimenting and deploying production-grade ML solutions, with built-in langchain & llama_index integrations. ⬆ back to ToC Search Vector search ProjectDetailsRepository...
GPT 3.5 for news classification by Kshitiz Sahay Demonstrates using GPT 3.5 to create an instruction dataset for fine-tuning Llama 2 in news classification. 🔗 Dataset creation for fine-tuning LLM Notebook containing techniques to filter a dataset and upload the result. 🔗...
What can LLMs be used for? LLMs are powerful mostly because they're able to be generalized to so many different situations and uses. The same core LLM (sometimes with a bit of fine-tuning) can be used to do dozens of different tasks. While everything they do is based around generating...
Replicate is an API for fine-tuning and running open-source models. It generates music, images, speech, and text with a single line of code. It is handy for captioning or restoring images. It has thousands of ready-to-use open-source models from a community of AI enthusiasts and professio...
For example, base models like Llama-2-70B-chat, BGE-Large, and Mistral-7B are available for immediate use with pay-per-token pricing. For workloads that require performance guarantees and fine-tuned model variants, you can deploy them with provisioned throughput. External models. These are ...
Llama 3 Falcon 2 Claude 3 When ChatGPT’s launch made the headlines in 2022, it spotlighted the power of generative artificial intelligence (AI) and large language models (LLMs). Today, businesses are adopting AI for various use cases, with 50% of the marketers we surveyed using AI for ...
“Thanks to our latest advances with Meta Llama 3, we believe Meta AI is now the most intelligent AI assistant you can use for free,” the company said. “You can use Meta AI in feed, chats, search, and more across our apps to get things done and access real-time information.” It...
Fast and cost-effective: Platypus 2 integrates Qlora and LLaMA 2. Qlora enables quick model adaptation, minimizing the need for fine-tuning. LLaMA 2 enhances the training process, reducing training time and associated costs. This amalgamation of technologies allows Platypus 2 to provide rapid and...