Introducing Geo-FSRL, our framework for reinforcement learning directly on few-step…
This is a dev post classified by AGK Intelligence as Other (a launch), kept by the Dev Radar because it carries real work, not commentary.
Introducing Geo-FSRL, our framework for reinforcement learning directly on few-step distilled flow models! In our few-step experiments, Geo-FSRL achieves faster, more stable reward improvements than methods such as Flow-GRPO and Diffusion-NFT. 🔥 We’re releasing the training code alongside our latest 4-step distilled RL model based on Qwen-Image-2.1. 🚀 Our key idea: select the policy that minimizes the conditional KL divergence induced by the same velocity-output update. Within a coefficient-preserving family of isotropic Gaussian policies, we derive the optimal sampling policy in closed for
Posted by LightX2V studio (50 followers) 3 h ago · 1 likes · 61 views · view the original post on X. Kept by the Dev Radar as Other. Tools mentioned: lightx2v, qwen-image-2.1-lightning-v2-rl.
More dev work like this
- 月活破百万的 AI 热点站 AIHOT，这回干脆把"后台"摊开给所有人看了。 — @bkdgiffug
- Follow-up: Intel's 32GB Arc cards just got another Local AI speedup. — @TeksEdge
- More languages, more natural delivery, still 0.6B. Audio8-TTS-Realistic-Air updates the… — @ModelScope2022
- Payment Lane is one of the changes coming to BSC testnet with Jenner. — @BNBChainDevs
- Artificial Intelligence in Drug Discovery and Development! #BigData #Analytics… — @gp_pulipaka
- Proving and Improving the Platonic Representation Hypothesis with JEPA! #BigData… — @gp_pulipaka
- @ebfull — @ebfull
- 很多人想搞量化交易，卡住的地方其实不是策略本身，而是各种工具七零八落凑不齐。 — @bkdgiffug
Every post is read and classified by AGK Intelligence: what it is, which market it belongs to, and whether the link is a real tool. 31.5k posts from 5k X accounts over the last 21 days, 9.1k tools, 12 markets. New posts are collected several times an hour and the full ranking is recomputed every hour — last update 2026-11-03 08:47 UTC. Full method.