READMEEfficient Large Language Models: A Survey Efficient Large Language Models: A Survey [arXiv] (Version 1: 12/06/2023; Version 2: 12/23/2023; Version 3: 01/31/2024; Version 4: 05/23/2024, camera ready version of Transactions on Machine Learning Research)Zhongwei...
Azure OpenAI offersprivate networkingandrole-based authentication, and responsibleAI content filtering. Azure OpenAI does not use user input as training data for other customers.Data, privacy, and security for Azure OpenAI Section 1: RAG, LlamaIndex, and Vector Storage What is the RAG (Retrieval-A...
High degree of penetration by multinational firms; 5. A decline in corporate profits; 6. Insufficient investment; 7. The streng th and resistance of the trade unions (p.142). Hodgson (1981) writes that the inescapable conclusion is that the capital has been transferred because of unfavourable...
” Kelly said. “You screwed up here — you did testing in the middle of the night and you didn’t have control of your contractors. It’s created a rift in the community and the community doesn’t trust you. If it were me in your situation, I wo...
Martine: Michael, it's great to be here. Thanks for having me. Michael: Absolutely. I'm looking forward to the discussion today. We've had this theme over the past couple of episodes of the podcast of talking about what it's like to be in large firms where you have to make all th...
This is the first time I see the concept named "scaling law" and I can't infer its meaning based on my current knowledge so I searched it on Wikipedia and found out: So the scaling law means the statisitcal laws that bound the four parameters of a nueral network. Let's dive into ...
- The Scheme is subject to all requisite consents, approvals of the requisite majority of the shareholders, the Hon'ble High Court of Judicature at Bombay, concerned Stock Exchanges, the permission or approval of any other statutory or regulatory authorities, which by law may be necessary for ...
It was not until I was lucky enough to get a top lawyer to ( ) me that I had any success. He took the company to ()and eventually I was able to reach a ( )with Dupont for a large sum of money. As what it had done was clearly ( ) the law, Dupont also found itself in ...
Evaluating LLMs is an undervalued part of the pipeline, which is time-consuming and moderately reliable. Your downstream task should dictate what you want to evaluate, but always remember Goodhart's law: "When a measure becomes a target, it ceases to be a good measure." ...
Your downstream task should dictate what you want to evaluate, but always remember the Goodhart's law: "when a measure becomes a target, it ceases to be a good measure."Traditional metrics: Metrics like perplexity and BLEU score are not popular as they were because they're flawed in most ...