LightSeek Foundation
LightSeek Foundation is TorchSpec's Kimi K3 draft collection brings together EAGLE-3, DFlash2, and DSpark models with efficient training, pipeline-parallel vLLM integration, offline training, eagle3 anchor and reproducible builds.. It is ranked #560 on the Dev Radar, in AI dev tools, first seen 16 days ago and shared in 3 posts (27k views).
Releasing Kimi K3 Draft Collection: Efficient Draft Training in TorchSpec | LightSeek Foundation Skip to content LightSeek Foundation Search K Appearance Return to top Featured Projects TorchSpec Releasing Kimi K3 Draft Collection: Efficient Draft Training in TorchSpec Sep 3, 2026 by Doğaç Eldenk, TorchSpec Team 🎉 We would like to happily announce the release of the Kimi k3 draft bundles that includes: kimi-k3-eagle3-mla kimi-k3-dflash2 kimi-k3-dspark All the models are trained with TorchSpec in disaggreated training mode using 40 GB200s. See training config recipes . Along with the release of draft model collections, we would also like to…
What people said about LightSeek Foundation on X
As TorchSpec team, we've been working on accelerating Kimi-K3 since its release. Now happy to share the SOTA speculative decoding models (DFlash2, EAGLE-3, DSpark) for K3. P.s. we've observed high acceptance != faster, each architecture has their own drawbacks! 🧵
— @dogacel0, 16 days ago · 57 likes · see the post
TorchSpec is a PyTorch-native framework for training speculative decoding draft models. This release, a collaboration with @vllm_project, shows it in action on Kimi K3 @lightseekorg
— @PyTorch, 15 days ago · 48 likes · see the post
Big milestone for TokenSpeed 🚀 Not even 6 months in as an open source LLM inference engine, and we couldn't have gotten here without @NVIDIAAI and @JensenHuang's serious engineering support and GPU access support. Also huge thanks to the community contribution!
— @zhyncs42, 11 days ago · 38 likes · see the post
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LightSeek Foundation in numbers
- Rank on the Dev Radar: #560 of 1353
- Shared in 3 posts by 3 accounts: @dogacel0, @PyTorch, @zhyncs42
- 27k views on those posts
- First seen 16 days ago, last shared 11 days ago
- Pricing seen by Jev: not stated
- Market: AI dev tools
FAQ
What is LightSeek Foundation?
TorchSpec's Kimi K3 draft collection brings together EAGLE-3, DFlash2, and DSpark models with efficient training, pipeline-parallel vLLM integration, offline training, eagle3 anchor and reproducible builds. It was first shared on X 16 days ago and is ranked #560 on the Dev Radar.
Is LightSeek Foundation free?
Pricing is not stated on the page we read.
Who shared LightSeek Foundation?
3 accounts on X, including @dogacel0, @PyTorch, @zhyncs42, in 3 posts totalling 27k views.
Every post is read and classified by Jev (TypeSafe): what it is, which market it belongs to, and whether the link is a real tool. 12.2k posts from 4.7k X accounts over the last 21 days, 1.4k tools, 12 markets. Collected every 5 minutes, fully re-ranked every hour — last update 2026-09-19 18:06 UTC. Full method.