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FareedKhan-dev/train-llm-from-scratch

by FareedKhan-dev

A straightforward method for training your LLM, from downloading data to generating text.

Supported Platforms

🔧 Generic

Stars

6.6k

Skill Type

🏗️ Code Scaffolding & Templates

Quality Score

85/200

License

MIT

Forks

905

Last Updated

Jul 27, 2026

Discovered

Jun 11, 2026

Validation

Passed

github.com/FareedKhan-dev/train-llm-from-scratch

Quality Breakdown

85/ 200

Content Signals

○Gotchas/Edge Cases+40
✓Progressive Disclosure+30
○Trigger Description+20
○Verification/Safety+20
✓Code Examples+15
✓Composability+15

Repo Health

✓Recent Activity+15
✓Scripts/Automation+10
○Real Usage (Issues)+10
○Single Responsibility+10
○Config/Persistence+10
✓Install Instructions+5

Multi-platform bonus: +5 pts if tool supports 2+ platforms. Score derived from 12 structural signals — not stars or popularity.

Trust & Verification

low

Standard permissions only. Safe for general use.

Active

Updated within the last 90 days. Actively maintained.

Unverified skill. Always review source code before installing any skill from an unknown author.

Risk Assessment

  • Educational/research repository focused on LLM training implementation
  • No shell execution, bash scripts, or system command invocation in Python files
  • No autonomous agent spawning or multi-agent orchestration
  • No persistent configuration modification to AI tool settings
  • No external code execution or remote command injection capabilities
  • Scripts are standard Python ML training scripts (data download, preprocessing, model training)