Nicolay Gerold
@nicolaygerold
Nicolay Gerold
orch
orch is a library for building language model powered applications and agents for the Rust programming language. It was primarily built for usage in magic-cli, but can be used in other contexts as well.
Note
If the project gains traction, this can be compiled as an addon to other languages such as Python or a standalone WebAssembly module.
Instal... See more
orch is a library for building language model powered applications and agents for the Rust programming language. It was primarily built for usage in magic-cli, but can be used in other contexts as well.
Note
If the project gains traction, this can be compiled as an addon to other languages such as Python or a standalone WebAssembly module.
Instal... See more
Guy Waldman • GitHub - guywaldman/orch: Rust framework for LLM orchestration
Clean & curate your data with LLMs
databonsai is a Python library that uses LLMs to perform data cleaning tasks.
Features
databonsai is a Python library that uses LLMs to perform data cleaning tasks.
Features
- Suite of tools for data processing using LLMs including categorization, transformation, and extraction
- Validation of LLM outputs
- Batch processing for token savings
- Retry logic with exponential backoff for handling rate limits and
databonsai • GitHub - databonsai/databonsai: clean & curate your data with LLMs.
LLMs and Data Processing
Phi-1.5
Phi-1.5 is a "small" 1.3 billion parameter LLM with an impressive performance for its size.
Annotated figures from the Textbooks Is All You Need II paper
How does this small model accomplish such a good performance? The secret ingredient seems to be the high-quality data.
The pretraining is based on the Textbooks Is All You Need approach that... See more
Phi-1.5 is a "small" 1.3 billion parameter LLM with an impressive performance for its size.
Annotated figures from the Textbooks Is All You Need II paper
How does this small model accomplish such a good performance? The secret ingredient seems to be the high-quality data.
The pretraining is based on the Textbooks Is All You Need approach that... See more
Sebastian Raschka • Ahead of AI #12: LLM Businesses and Busyness
The authors hypothesize that the model gains instruction following capabilities without being instruction finetuning, which is an interesting observation.
The model may have unintentionally been trained using benchmark datasets (mirrors test cases, but fails when format changes).
no reason to build any kind of software product these days that doesn't have a significant UX/domain knowledge component
Discord - A New Way to Chat with Friends & Communities
Public APIs
A collective list of free APIs for use in software and web development
A collective list of free APIs for use in software and web development
public-apis • GitHub - public-apis/public-apis: A collective list of free APIs
Backend-Tools and Tools
Pulumi Examples
This repository contains examples of using Pulumi to build and deploy cloud applications and infrastructure across major programming languages.
Each example has a two-part prefix, <cloud>-<language> , to indicate which <cloud> and <language> it pertains to. For example, <cloud> could be:
This repository contains examples of using Pulumi to build and deploy cloud applications and infrastructure across major programming languages.
Each example has a two-part prefix, <cloud>-<language> , to indicate which <cloud> and <language> it pertains to. For example, <cloud> could be:
- aws for Amazon
pulumi/examples: Infrastructure, containers, and serverless ... - GitHub
Malate Acid to boost magnesium (green apples, tart cherries).
Andrew Huberman • Dr. Rhonda Patrick: Micronutrients for Health & Longevity
When the levels of a hormone are too high, the brain will stop to produce stimulating hormones to stop the Production. It can be supplemented through Kelp and seaweed.