sgpt
ml-pkgs
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sgpt
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Aider: AI pair programming in your terminal
I feel only a bit bad when deploying a billion dollar machine model to ask "how to rename a git a branch" every other week. Its the easiest way (https://github.com/tbckr/sgpt) compared to reading the manual, but reading the manual is the right way.
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Linux Text Manipulation
I've been saving a lot of time in the terminal recently with shell-gpt (https://github.com/tbckr/sgpt):
$ sgpt -s "The command 'sp current' outputs
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Bash One-Liners for LLMs
https://github.com/tbckr/sgpt
I totally agree with LLM+CLI are perfect fit.
One pattern I used recently was httrack + w3m dump + sgpt images with gpt vision to generate a 278K token specific knowledge base with a custom perl hack for a RAG that preserved the outline of the knowledge.
Which brings me to my question for you - have you seen anything unix philosophy aligned for processing inputs and doing RAG locally?
ml-pkgs
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Aider: AI pair programming in your terminal
Thanks for open sourcing this project! I've packaged it with nix to make it easier for others to use: https://github.com/nixvital/ml-pkgs/blob/main/pkgs/aider/def...
If you are running nixos, an example of using it can be found here: https://github.com/breakds/nixos-machines/blob/main/flake.ni...
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Use pytorch2+cu118 with ADA hardware for 50%+ speedup
Or if you are using Nix use https://github.com/nixvital/ml-pkgs
outputs = { self, nixpkgs, ... }@inputs: {
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AMD AI Software Solved – MI300X Pricing, Perf, PyTorch, FlashAttention, Triton
I use Nix to manage my machine learning development environment: https://github.com/nixvital/ml-pkgs
Sure after the building the binary is HUGE. But I only have to build it once and cache it so that all my workstations and training servers can use it.
What are some alternatives?
blip-caption - Generate captions for images with Salesforce BLIP
stable-diffusion-webui - Stable Diffusion web UI
geppetto - golang GPT3 tooling
ollama - Get up and running with Llama 3, Mistral, Gemma, and other large language models.
promptos - A collection of promptos for thirdparty packages
ospeak - CLI tool for running text through OpenAI Text to speech
scrapio - SMWCentral Scraper / Auto-patcher for Super Mario World romhacks
unstructured - Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.