Ross ROSS = Recommend OSS · open-source software intelligence for agents

brevdev/launchables resource

Collection of notebook guides created by the Brev.dev team! observed · 2026-08-28

github.com/brevdev/launchables · Jupyter Notebook · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

70/100

  • Activity 93
  • Release rhythm 35
  • Longevity 79

Flags: no_releases no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 1115
  • days_rel: n/a
  • days_push: 43
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1816 stars · 314 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A collection of Jupyter notebook guides from the Brev.dev (NVIDIA Brev) team covering LLM fine-tuning, multi-modal models, image segmentation, and other AI/ML tasks. Each notebook includes minimum GPU specs and a one-click deploy badge to run it on a GPU instance.

Use cases

  • fine-tune llama3 with direct preference optimization
  • learn how to fine-tune large language models on a gpu
  • run image segmentation notebooks on cloud gpus
  • deploy preconfigured gpu environments for ai notebooks
  • train multi-modal models with example notebooks
  • find minimum gpu requirements for llm training

When to choose

  • you want hands-on, runnable notebooks for LLM fine-tuning or computer vision
  • you want one-click GPU deployment instead of manual environment setup
  • you are learning AI/ML tasks with guided examples

When to avoid

  • you need production training pipelines rather than tutorial notebooks
  • you want a software library or API to integrate into your own code
  • you need environments without GPU access

Facets

learning-resource · maturity active

machine-learning llm-training deep-learning computer-vision machine-learning deep-learning large-language-models computer-vision tutorials python cloud jupyter-notebooks fine-tuning gpu-notebooks nvidia-brev one-click-deploy multimodal-models image-segmentation gpu

1 source

Member repositories

RepositoryRoleHealth v2
brevdev/launchablesmain70

For agents

markdown · JSON · MCP: product_card(name="brevdev/launchables")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem