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Training Pipeline

Agent skill
1 skill

Use this when: fine-tune my model, my training loss won't converge, out of memory during training, LoRA vs full fine-tune, my GPU is too small, set up distributed training, model is overfitting, pick a learning rate, prepare a training dataset, QLoRA on consumer GPU, instruction tuning, run training on multiple GPUs, my val loss is diverging, pick batch size, configure DeepSpeed, what rank for LoRA, how many training epochs

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryGeneralStars0

About this skill

Use this when: fine-tune my model, my training loss won't converge, out of memory during training, LoRA vs full fine-tune, my GPU is too small, set up distributed training, model is overfitting, pick a learning rate, prepare a training dataset, QLoRA on consumer GPU, instruction tuning, run training on multiple GPUs, my val loss is diverging, pick batch size, configure DeepSpeed, what rank for LoRA, how many training epochs

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 396a030d6280d2ed8eb1aa9f78198697a3f8f173ff547fd267f649ce8678e281

About scan coverage and limitations

About this listing

Category
General
Reported license
Not specified
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Training Pipeline | Agent Skills Atlas