Tech Meridian ← ENTITY INDEX
PROMY MERIDIAN RU

TOPIC · ENTITY #8181

vLLM-Omni

Related event timeline, sources and context from the news index.

EVENT TIMELINE

2

CODING · 1 SOURCE · AWS Machine Learning

Generate images and image-conditioned video on SageMaker AI using AWS vLLM-Omni DLC (FLUX.2-klein-4B → Wan2.1-VACE-1.3B)

An AWS blog post demonstrates deploying the same AWS vLLM-Omni Deep Learning Container to two SageMaker AI endpoints: a real-time endpoint running FLUX.2-klein-4B for image generation and an asynchronous endpoint running Wan2.1-VACE-1.3B for image-conditioned video generation. The sample workflow generates a PNG from text, passes it (via S3) to the video endpoint, retrieves the MP4 from S3, and includes CLI and optional Streamlit examples.

5.0

MODELS · 1 SOURCE · AWS Machine Learning

AWS packages WhisperX DLC for SageMaker to deliver speaker‑labeled, per‑word timestamps

AWS provides a WhisperX Deep Learning Container (DLC) for Amazon SageMaker that bundles OpenAI Whisper with wav2vec2 forced alignment and speaker diarization to produce per-word timestamps and speaker labels. The GPU-ready container conforms to SageMaker’s serving contract, supports real-time and asynchronous endpoints, and outputs json, verbose_json, srt, and vtt formats (example image tag: whisperx:3.8.6-cu128-amzn2023-sagemaker).

6.0