AINewsnow

Introducing halo - HF format trainer with up to 3x the speed of TRL and all parallelisms

i work on Halo at White Circle. we built it after repeatedly hitting the gap between stock HF/TRL setups and frameworks that require a separate model implementation and checkpoint format. Halo adds expert, context, tensor and expert-tensor parallelism directly to Hugging Face models. trainers remai…

Read the full story at r/huggingface ↗

Timeline · 1 report

  1. 2026-09-21 17:41 · r/huggingface
    Introducing halo - HF format trainer with up to 3x the speed of TRL and all parallelisms

More stories

  1. Qwen Image 2.1 PR to ComfyUI — r/StableDiffusion
  2. we made a 27b model for creative writing. performs as good as claude fable 5, at a 40x cheaper price, open weights. — r/GeminiAI
  3. Has anyone actually replaced Claude with DeepSeek V4.1 Flash/Pro for tool-heavy daily work? — r/ClaudeAI
  4. Bessent Targets OpenAI Managers for Hugging Face Incident — Bloomberg AI
  5. XiaomiMiMo/MiMo-V2.6-Pro-RL · Hugging Face — r/LocalLLaMA
  6. Change the camera movement/angle for your existing video clip - Minimax H3 V2V CrossView-Warp LoRA — r/StableDiffusion
  7. UN says AI safeguards can’t wait for certainty — The Verge AI
  8. Qwen/Qwen-Image-2.1 · Hugging Face — r/StableDiffusion

Get the daily brief of stories like this at 6:30 every morning →