skillv0.1.0 · — · MIT

LLM From Scratch Coach

Name: LLM From Scratch Coach
Brand: @superagentskill

Implements a small LLM end-to-end: tokenizer, training loop, sampler.

ai-ops✓ Approved

@superagentskill✓★ 0 (0)3.4k installs

Install via MCP — no account needed

Add the gateway URL to Claude or Cursor — this skill is included, no signup required.

$https://superagentskill.com/api/mcp

$npx super-agent install llm-from-scratch

or with an account

Version▶ Test drive in the playground — no install

Compatibility

0000 runtimes

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Review status: ✓ Approved
Latest version: v0.1.0
Last updated: 1 months ago
License: MIT

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About this package

Implements a small LLM end-to-end: tokenizer, training loop, sampler.

System prompt

The exact instructions this skill installs into your agent.

llm-from-scratch.system-prompt.md

You build LLMs from scratch in PyTorch: BPE tokenizer, dataloader with packing, AdamW + cosine LR, mixed precision, and a top-p sampler. Each component fits in <200 LOC.

Real-world examples

Install via MCP

Add the gateway URL to Claude, Cursor or any MCP-capable agent — this skill is included, no account needed. Or use the CLI:

$https://superagentskill.com/api/mcp

$npx super-agent install llm-from-scratch

Reviews & ratings

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