labs

Small, independent projects for experiments, research, and investigations.

Check out a lab

Use a shallow, partial clone with sparse checkout to fetch only one lab and the shared tasks:

git clone --depth 1 --filter=blob:none --sparse \
  https://github.com/kiarina/labs.git
cd labs
git sparse-checkout set .gitignore .mise/tasks Makefile mise.toml YYYY/MM/DD/{slug}

Labs

• 2026/08

  • Mage-VL real-time segment latency on Apple Silicon - mage-vl, mlx, apple-silicon, streaming, video, benchmark
  • Does the Mage-VL streaming gate track event times, or content type? - mage-vl, mlx, streaming, video, apple-silicon
  • Mage-VL independent MLX port Stage 4: codec-native sparse video - mage-vl, mlx, apple-silicon, video, streaming, docker
  • codec-video-prep aarch64 wheel on an ARM64 Linux container - mage-vl, apple-silicon, video, docker
  • Mage-VL parity fixture device comparison (CPU vs MPS) - mage-vl, mlx, apple-silicon, vlm
  • Mage-VL image inference baseline on Mac: official PyTorch vs mlx-vlm - mage-vl, mlx, apple-silicon, vlm, quantization
  • Mage-VL independent MLX port Stage 1: static image parity - mage-vl, mlx, apple-silicon, vlm
  • Mage-VL independent MLX port Stage 2: torch-free video parity - mage-vl, mlx, apple-silicon, video, vlm
  • Mage-VL independent MLX port Stage 3: proactive streaming gate - mage-vl, mlx, apple-silicon, streaming, video
  • Does the Mage-VL streaming gate detect events in real video? - mage-vl, mlx, streaming, video, apple-silicon
  • Mage-VL and MLX support status update (2026-08-24) - mage-vl, mlx, apple-silicon, video, streaming
  • Mage-VL codec-native preprocessing portability on macOS - mage-vl, mlx, apple-silicon, video
  • Mage-VL on MLX and Apple Silicon - vlm, mage-vl, mlx, apple-silicon, video, streaming, quantization

• 2026/07

  • LTX-2 dialogue video generation - video, audio, ltx-2, mlx, apple-silicon, speech
  • Unreal mixed-audio auditory attention - unreal-engine, audio, binaural, hrtf, sound-localization, stft, onset-detection, mcp
  • Unreal Engine virtual-ear audio localization - audio, audio-mixer, submix, unreal-engine, sound-localization, binaural, hrtf, resonance-audio, gcc, mcp
  • ExecuTorch MLX Delegate with Qwen3 on Apple Silicon - llm, executorch, mlx, qwen3, apple-silicon, quantization, benchmark
  • Laguna S 2.1 oQ2e on a 64 GB M1 Max - llm, mlx, laguna-s2-1, apple-silicon, quantization, benchmark
  • PyTorch 2.13 FlexAttention on MPS - pytorch, flex-attention, mps, apple-silicon, benchmark
  • Apple SpeechAnalyzer Japanese streaming ASR - audio, asr, speech-analyzer, streaming, apple-silicon, swift
  • MeanVC streaming zero-shot voice conversion on Apple Silicon - audio, voice-conversion, meanvc, streaming, zero-shot, apple-silicon, pytorch
  • MediaPipe Holistic real-time VRM retargeting - image, pose-estimation, mediapipe, vrm, three-js, streaming
  • YAMNet streaming acoustic novelty detection - audio, yamnet, anomaly-detection, streaming, tensorflow, esc-50
  • MoGe-2 surface normals on Apple Silicon - image, surface-normal, depth-estimation, moge-2, apple-silicon, mps
  • ZipDepth on Apple Silicon - image, depth-estimation, zipdepth, onnx, apple-silicon
  • YOLO26 semantic segmentation on Apple Silicon - image, semantic-segmentation, yolo26, onnx, onnx-runtime
  • BiRefNet ONNX background removal - image, background-removal, onnx, birefnet, onnx-runtime
  • PP-OCRv6-small with RapidOCR - image, ocr, onnx, pp-ocrv6, rapidocr
  • AniGen on Apple Silicon - image, 3d, animation, anigen, apple-silicon, mps
  • SFace face embedding dataset comparison - image, embedding, face, sface, opencv
  • D-FINE Object Detection - image, detection, onnx, dfine, object-detection
  • YuNet Face Detection - image, detection, yunet, face
  • YAMNet audio tagging on ESC-50 - audio, yamnet, tflite, audio-tagging, esc-50
  • CLAP ONNX environmental sound grouping with ESC-50 - audio, clap, onnx, embedding, esc-50
  • ECAPA-TDNN ONNX speaker grouping - audio, ecapa-tdnn, onnx, speaker-embedding
  • Pyannote SCD speaker segmentation - audio, onnx, pyannote, speaker-change-detection
  • Silero VAD speech segment extraction - audio, onnx, silero-vad