prometheus
Full script for training a frontier model on 220k GB200s. "Prometheus stole fire from the gods and gave it to man."
Details
- External ID
- 1372290993
- Source
- GITHUB
- Company
- —
- Product
- prometheus
- Website domain
- github.com
- Launched
- Sept. 15, 2026
- Cohort
- —
- Upvotes
- 42
- Upvotes percentile
- 0.7926594926979247
- Tags
- —
- Fetched at
- Sept. 19, 2026, 5:02 p.m.
- Updated at
- Sept. 19, 2026, 5:02 p.m.
Enrichment
- Theme
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- training script for frontier models on large-scale gpu clusters
- Manually corrected
- False
Could you build this?
No Orchestrating distributed training across 220k GB200 GPUs involves extreme supercomputing infrastructure, distributed communication primitives (NCCL), fault tolerance, and proprietary multi-million-dollar hardware access.
What it would actually take: Requires an ultra-scale distributed training stack combining PyTorch, Megatron-LM/DeepSpeed 3D parallelism (tensor, pipeline, sequence, and data parallelism), and heavily tuned NCCL over RoCEv2/Infiniband fabrics. The hard parts are handling hardware failure recovery at scale, straggler mitigation, gradient synchronization over hundreds of thousands of GPUs, and memory optimization. It demands top-tier distributed systems researchers and hundreds of millions in infrastructure.
Competitors
Other products that read as similar to this one — 21 launches clear the similarity bar, closest 8 shown.
Attention rank: #3 of 22 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 311 days after the earliest competitor.
- Prometheus by Firecrawl · ph · 2026-06-13 · 249 upvotes · similarity 0.39
- open-annihilation · github · 2026-09-25 · 21 upvotes · similarity 0.38
- Stuxnet · hn · 2026-09-07 · 176 upvotes · similarity 0.37
- We made a cinematic heist trailer with 4 AI models for $60 · hn · 2026-05-26 · 5 upvotes · similarity 0.36
- A playable version of the Claude Code Terraform destroy incident · hn · 2026-03-10 · 27 upvotes · similarity 0.34
- galaxian · github · 2026-09-10 · 15 upvotes · similarity 0.34
- OS3: Intelligence and Machines for Physical Labor · yc · 2026-08-11 · 7 upvotes · similarity 0.34
- Doomscroll the Goverment's UFO Files as One Gigantic Microfilm · hn · 2026-05-12 · 26 upvotes · similarity 0.34
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a model & infra tool for Fintech yet.