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# Understanding LoRA and QLoRA - The Powerhouses of Efficient Finetuning in Large Language Models - Musings of Murali
Delving into the math behind LoRA and QLoRA
[http://gitlostmurali.com/machine-le…
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# The context
In deoxys, we disabled the [trie logs](https://consensys.io/blog/bonsai-tries-guide) from bonsai-trie. This is because it enables a huge speedup during sync as well as a big space win…
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This is a great extension of pathlib who's core describes file system directories and objects. We are looking to efficiently download and upload data from various backends. [shutil.copytree](https://d…
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This issue proposes the development of a decentralized version of Apache Answer. The goal is to leverage distributed ledger technologies and peer-to-peer systems to create a knowledge-sharing platform…
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Now that we have a base interface for editing entities, we can more easily curate their basic data and potential relationships between them. Following up @pdcp1's mock here, we can now start to implem…
kepae updated
1 month ago
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This can be useful to buffer arbitrary amount of data outside the GC memory. For example, we can accumulate chunks of arrays in a linked list. This could be useful to reverse an arbitrary size stream …
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### What is your article idea?
The article aims to provide a comprehensive guide for developers looking to enhance the performance of their Angular applications, especially when using Strapi as a bac…
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It came up that many auditors use a spreadsheet as this allows them to navigate between fields efficiently. We should explore a different view for the audit in which users can enter data more efficien…
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We use path/data locks in order to synchronize callbacks, based on [An Efficient Locking Scheme for Path-based File
Systems](https://people.eecs.berkeley.edu/~kubitron/courses/cs262a-F14/projects/rep…
infeo updated
4 months ago
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I flow the instruction using WeightSaver.py to convert a meta-llama/Llama2-70B-base model.
And then I use gen_req.py to produce test dataset.
`python3 gen_req.py "The University of Washington is lo…