view post Post 4626 You can now train your own Decision model like Jev locally!We increased Qwen3.5 0.8B’s aggregate accuracy from 20.7% to 74.3% across 3 decision benchmarks - on just 4GB VRAM.Turn any LLM like Qwen3.8, Gemma 4 into decision models with our open-source Unsloth repo.GitHub: https://github.com/unslothai/unslothGuide: https://unsloth.ai/docs/basics/train-your-own-decision-model-with-unsloth See translation 5 replies · ❤️ 17 17 🔥 8 8 👍 4 4 ➕ 2 2 🧠 2 2 + Reply
view post Post 3284 sharing the slides from my talk at Kernel Panic in MadridIt's basically "The ultimate guide to multi-harness RL" turned slides and condensed into a 20 min talk FineEnvs/multi-harness-rl-slidescongrats to @Helmcode for the organization!blog: FineEnvs/multi-harness-rl See translation ❤️ 1 1 🔥 1 1 + Reply
view post Post 3887 Google releases EmbeddingGemma 2, a new open embedding model that runs locally on 0.5GB RAM.The 740M parameter Apache 2.0 model combines a 270M text model with vision (170M) + audio (300M).Run & train the model via Unsloth.GGUF: unsloth/embeddinggemma-2-GGUFGuide: https://unsloth.ai/docs/models/embeddinggemma-2 See translation ❤️ 7 7 🚀 7 7 🔥 4 4 😎 4 4 👀 3 3 + Reply
view article Article Welcome RL Environments to the hub +6 burtenshaw, AdithyaSK, sergiopaniego, xeophon, ryanmarten, merve, lhoestq, julien-c • 16 days ago • 38
Running Featured 636 Jev Decision Index 🔬 636 Benchmarks and news on various repros of TypeSafe's Jev
PixelUMM: Encoder-Free Unified Image and Video Understanding and Generation Paper • 2609.38597 • Published 15 days ago • 33
DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression Paper • 2609.19969 • Published 27 days ago • 229
Running 247 The ultimate guide to multi-harness RL 🔀 247 Train open models with RL inside real agent harnesses
Running on CPU Upgrade 89 MiMo RL Environment Explorer 🧭 89 Explore the MiMo-V2.6 RL environments and run rollouts