Nicolay Gerold

http://examine.com for Dosages of supplements.

eneral-purpose models

• 1.1B: TinyDolphin 2.8 1.1B. Takes about ~700MB RAM and tested on my Pi 4 with 2 gigs of RAM. Hallucinates a lot, but works for basic conversation.


• 2.7B: Dolphin 2.6 Phi-2. Takes over ~2GB RAM and tested on my 3GB 32-bit phone via llama.cpp on Termux.


• 7B: Nous Hermes Mistral 7B DPO. Takes about ~4-5GB RAM depending on

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PyFlux

PyFlux is an open source time series library for Python. The library has a good array of modern time series models, as well as a flexible array of inference options (frequentist and Bayesian) that can be applied to these models. By combining breadth of models with breadth of inference, PyFlux allows for a probabilistic approach to time... See more

For low throughput data, Grab uses Parquet with Copy on Write (CoW) .

Here's the main operations for Copy on Write:

• Write Operations - Whenever there's a write, you create a new version of the file that includes the latest change. You can also keep the previous version for consistency and rollback purposes. This helps prevent data corruption,

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Menlo Ventures released a report on ‘The State of Generative AI in the Enterprise’ and found that adoption is trailing the hype. Details below:

Generative AI still represents less than 1% of cloud spend by surveyed enterprises, including just an 8% increase in 2023.

Safety and ROI continue to be prime concerns, and the tangible advantages of being... See more

80-100 degree C for 5-20 minutes. Adjust duration and intensity to each other. Beige fat and brown fat exist around our spinal cord and clavicals and are not just storage sites like white fat. They are generating heat in our body. Young children have a lot of them because they cannot shiver, so they need them to generate heat. Fewer and bigger... See more

notistack: notistack is a library that makes it easy to display snackbar notifications. It’s built on top of Material-UI and offers various customization and configuration options.

• GitHub stars: 3.6k


• Features:
  
  
  • Supports snackbar notifications.
  
  
  • Can render toasts outside of the React tree.
  
  
  • Supports custom toast renderers.


• GitHub link: GitHub –

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LLMs struggle when handling tasks which require extensive knowledge. This limitation highlights the need to supplement LLMs with non-parametric knowledge. This paper Prompting Large Language Models with Knowledge Graphs for Question Answering Involving Long-tail Facts analyze the effects of different types of non-parametric knowledge, such as... See more

Requesting a large amount of generated tokens completions can lead to increased latencies:

• Lower max tokens : for requests with a similar token generation count, those that have a lower max_tokens parameter incur less latency.


• Include stop sequences : to prevent generating unneeded tokens, add a stop sequence. For example, you can use stop

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