HO

iusztinpaul/hands-on-llms

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

3.4k 550 -1/wk
GitHub
3-pipeline-design aws beam bytewax cicd comet-ml docker fine-tuning generative-ai huggingface langchain llmops
Trend 0

Star & Fork Trend (40 data points)

Stars
Forks

Multi-Source Signals

Growth Velocity

iusztinpaul/hands-on-llms has -1 stars this period . 7-day velocity: -0.0%.

Deep analysis is being generated for this repository.

Signal-backed technical analysis will be available soon.

Metric hands-on-llms TextAttack AgentGuide MiniMax-01
Stars 3.4k 3.4k3.4k3.4k
Forks 550 441331320
Weekly Growth -1 +1+50+2
Language Jupyter Notebook PythonHTMLPython
Sources 1 111
License MIT MITN/AMIT

Capability Radar vs TextAttack

hands-on-llms
TextAttack
Maintenance Activity 0

Last code push 485 days ago.

Community Engagement 81

Fork-to-star ratio: 16.2%. Active community forking and contributing.

Issue Burden 70

Issue data not yet available.

Growth Momentum 30

No measurable growth in the current period (first-day cold start expected).

License Clarity 95

Licensed under MIT. Permissive — safe for commercial use.

Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.