フレッシュ スペース & テクノロジー NEWS📢
[Submitted on 23 May 2023] Download PDF Abstract: We present QLoRA, an efficient finetuning approach that reduces memory usage enough to finetune a 65B parameter model on a single 48GB GPU while preserving full 16-bit finetuning task performance. QLoRA backpropagates gradients through a frozen, 4-bit quantized pretrained language model into Low Rank Adapters~(LoRA). Our best…
Parquet is an efficient, binary file format for table data. Compared to csv, it is: Quicker to read Quicker to write Smaller On a real world 10 million row financial data table I just tested with pandas I found that Parquet is about 7.5 times quicker to read than csv, ~10 times quicker to write…
Efficient In-Memory Adaptive Stable Sorting on Modern Hardware Track: Rust devroom Room: H.1302 (Depage) Day: Saturday Start: 16:10 End: 16:40 Video only: h1302_depage Chat: Join the conversation! Sorting is one of the most common algorithms used in programming, and virtually every standard library contains a routine for it. Despite also being one of the oldest…
Controlled Thermal Resources has achieved efficient lithium extraction from the Salton Sea geothermal brine and is now preparing for Stage 1 construction. Controlled Thermal Resources (CTR) has reported that they have achieved the highly efficient and real-time recovery of lithium from the company’s Salton Sea geothermal brine resource in Imperial County, California. With this development,…
Hey folks, before we begin, a public service announcement: Respect people who wear glasses. They paid money to see you. Okay, that was enough fun for today. Let’s dive into today’s topic: How can you search through millions of usernames using Ecto and Postgres? Let’s find out! Quick note: This article does not cover full-text…
