akillness/ai-research-skills · Archived
distributed-llm-pretraining-torchtitan
Provides PyTorch-native distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2, TP, PP, CP). Use when pretraining Llama 3.1, DeepSeek V3, or…
Installation
npx skills add https://github.com/akillness/ai-research-skills
Stronger alternatives
This repository is archived — consider an actively maintained alternative.
Runs LLM inference on CPU, Apple Silicon, and consumer GPUs without NVIDIA hardware. Use for ed…
2 installsExtend context windows of transformer models using RoPE, YaRN, ALiBi, and position interpolatio…
2 installsWrite publication-ready ML/AI/Systems papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM, OSDI, NS…
1 installsPyTorch library for audio generation including text-to-music (MusicGen) and text-to-sound (Audi…
1 installsSimilar popular skills
Related neighbors and high-traction skills in the same topics — useful to compare before installing.
Guide for selecting and configuring distributed training strategies in NeMo AutoModel, includin…
1.9K installsImplement distributed tracing with Jaeger and Tempo to track requests across microservices and …
9.4K installsProvides PyTorch-native distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2…
749 installsImplement distributed tracing with Jaeger and Zipkin for tracking requests across microservices…
393 installsDistributed systems patterns for locking, resilience, idempotency, and rate limiting. Use when …
275 installsImplement distributed tracing with Jaeger and Tempo for request flow visibility across microser…
224 installsAlso in this package
Other skills from akillness/ai-research-skills · top by installs.
npx skills add https://github.com/akillness/ai-research-skills
More details
Agent compatibility
Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.
Repository health
main
History
- First seen on skills.sh
- First recorded snapshot · 1 installs