LTX-Video

In the model registry

Timeline

1. Oct 17, 2026 · Opinion / analysis · 1 source
   MOSS-Image LoRA training is now in AcademiaSD LoRAlab Trainer Studio (Base and SFT, under 6 GB VRAM)
   AcademiaSD LoRAlab Trainer Studio now supports MOSS-Image, the new open text-to-image model (Apache 2.0).
2. Oct 13, 2026 · Open-source release · 1 source
   unslothai/unsloth v0.1.907-beta: Large Performance Gains + More Browser Use
   Unsloth has gotten major performance upgrades!
3. Oct 13, 2026 · Research paper · 1 source
   VARI: Robust Text-to-Video Generation via Group-Structured Intent Alignment
   We introduce VARI (Verified Alignment over Representations of Intent), a group-structured framework that treats automatically verified formulations of the same visual intent as a shared supervision unit.
4. Oct 8, 2026 · Research paper · 1 source
   Spend Where It Matters: Particle Search with MH Refinement for Budget-Constrained Audio-Visual Alignment
   Reward-guided inference-time alignment can improve joint audio-visual generation, but optimizing multiple alignment objectives requires many expensive model evaluations, making existing methods costly under limited compute.
5. Oct 8, 2026 · Research paper · 1 source
   From Video Clips to Creation Trajectory: Sora100K for AI-Native Video Creation
   In this paper, we introduce Sora100K, a dataset that represents the AI-Native video creation workflow as a structured video creation trajectory.
6. Oct 6, 2026 · Open-source release · 1 source
   huggingface/diffusers v0.41.0: Diffusers 0.41.0: QwenImage 2.1 pipeline and more
   > This release brings Qwen-Image 2.1 to Diffusers, with text-to-image generation, image editing, native transparency, and LoRA training.
7. Sep 29, 2026 · Research paper · 1 source
   Salt++: Context-Aligned Post-Training for Few-Step Streaming Multimodal Generation
   Few-step streaming audio--video generation requires both causal modeling and step distillation, yet standard training recipes face two context-related challenges.
8. Sep 28, 2026 · Open-source release · 1 source
   unslothai/unsloth v0.1.900-beta: Laya Decision Models + Library
   Run and serve Decision Models like Laya (open-source Jev) locally
9. Aug 22, 2026 · Open-source release · 1 source
   sgl-project/sglang v0.5.18
   | Model | Type | PRs | Cookbook |
10. May 5, 2026 · Open-source release · 1 source
    sgl-project/sglang v0.5.11
    Speculative Decoding V2 by default: Spec V2 (with overlap scheduling to hide CPU overhead) is now the default, materially reducing per-step CPU cost for EAGLE/MTP/DFLASH paths: #21062
11. Apr 6, 2026 · Open-source release · 1 source
    sgl-project/sglang v0.5.10
    Piecewise CUDA Graph Enabled by Default: Piecewise CUDA graph capture is now the default execution mode, reducing memory overhead and improving throughput for models with complex control flow patterns: #16331
12. Mar 28, 2026 · Open-source release · 1 source
    sgl-project/sglang v0.5.10rc0
    Piecewise CUDA Graph Enabled by Default: Piecewise CUDA graph capture is now the default execution mode, reducing memory overhead and improving throughput for models with complex control flow patterns: #16331
13. Feb 24, 2026 · Open-source release · 1 source
    sgl-project/sglang v0.5.9
    TRT-LLM NSA Kernel Integration for DeepSeek V3.2: Integrate TRT-LLM DSA kernels for Native Sparse Attention, boosting DeepSeek V3.2 performance by 3x-5x on Blackwell platforms with trtllm for both --nsa-prefill-backend and --nsa-decode-backend

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