Language
Artificial Intelligence
Large Language Models in Molecular Biology Introduction Large Language Models The Genetic Dogma Variation in our DNA Language Models in Molecular Biology Looking Forward Conclusion Acknowledgments References
One essential clue in determining whether a given variant is benign, or at the least not too deleterious, comes from comparing human genetics to the genetics of close relatives comparable to chimpanzees and other...
Artificial Intelligence
QLoRa: Wonderful-Tune a Large Language Model on Your GPU QLoRa: Quantized LLMs with Low-Rank Adapters Wonderful-tuning a GPT model with QLoRa GPT Inference with QLoRa Conclusion
Most large language models (LLM) are too big to be fine-tuned on consumer hardware. As an example, to fine-tune a 65 billion parameters model we'd like greater than 780 Gb of GPU memory. That...
Artificial Intelligence
LLAMA: Open and efficient foundation language. | by Roopal jain | May, 2023
LLAMA: Open and efficient foundation language M.LLaMA, a set of foundation language models starting from 7B to 65B parameters.LLaMA-13B outperforms GPT-3 (175B) on most benchmarks, and LLaMA65B is competitive with the perfect models, Chinchilla-70B...
Artificial Intelligence
Leveraging LLMs in product design: opportunities and challenges Chatbots Text-to-Text Using Context Mapping Natural Language to Other Domains Solve for the use case, AI is only a tool More resources
Incorporating AI into your design solutions.Recently, I used to be making numerous AI prototypes, and in this text, I need to share with you my learning. We're going to discuss what design opportunities Large...
Artificial Intelligence
Testing language models (and prompts) like we test software The duty: an LLM email-assistant How you can test: properties What to check The testing process: an example Conclusion
TL;DR: it's best toChatGPT provided a hypothesis for what ties those emails together. Whether that hypothesis is correct or improper, we will see how the model does on the brand new examples it generates....
Artificial Intelligence
Deploying Cohere Language Models On Amazon SageMaker
Scale and Host LLMs on AWSWhen you would really like to check all different combos of those parameters in your optimal configuration you may also run the next code block.import itertools# Create array of...
Artificial Intelligence
10 Exciting Project Ideas Using Large Language Models (LLMs) for Your Portfolio Projects Based on Text Generation Projects Based on Text Representation Advanced Projects (Project Idea 10:...
Listed here are the rough steps you'll follow to understand this project:Download the video or podcast transcript and cargo into documentsSplit long documents into chunksSummarize the transcript with an LLMOptional: Wrap all of it...
Artificial Intelligence
10 Exciting Project Ideas Using Large Language Models (LLMs) for Your Portfolio Projects Based on Text Generation Projects Based on Text Representation Advanced Projects (Project Idea 10:...
Listed here are the rough steps you'll follow to understand this project:Download the video or podcast transcript and cargo into documentsSplit long documents into chunksSummarize the transcript with an LLMOptional: Wrap all of it...
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