{
  "slug": "all-minilm-l6-v2",
  "name": "sentence-transformers/all-MiniLM-L6-v2",
  "summary": "The 22M-parameter sentence embedder that quietly powers a large share of local search.",
  "task": "sentence-similarity",
  "format": "safetensors",
  "parameters": 22713728,
  "file": {
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    "bytes": 90868376
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  "download_filename": "all-MiniLM-L6-v2.safetensors",
  "licence": "apache-2.0",
  "upstream": {
    "repo": "https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2",
    "path": "model.safetensors"
  },
  "sha256": "53aa51172d142c89d9012cce15ae4d6cc0ca6895895114379cacb4fab128d9db",
  "sha256_source": "upstream",
  "mirrored_locally": false,
  "download_url": "https://tinymodels.co/models/all-minilm-l6-v2/download",
  "page_url": "https://tinymodels.co/models/all-minilm-l6-v2",
  "checksum_url": "https://tinymodels.co/models/all-minilm-l6-v2/checksum",
  "downloads": 14,
  "bench": [
    {
      "metric": "one fixed 24-word sentence",
      "value": 5.3,
      "unit": "ms",
      "hardware": "Apple M4 Pro, 48 GB unified memory, macOS 15.6",
      "source": "https://github.com/mrsage-AI/tinymodels/blob/main/scripts/measure.py",
      "note": "one sentence embedded (one forward pass), transformers, float32; one warm-up run then one timed run",
      "measured": true,
      "short": "1 sentence · transformers"
    },
    {
      "metric": "peak memory to load and run that input",
      "value": 395,
      "unit": "MB",
      "hardware": "Apple M4 Pro, 48 GB unified memory, macOS 15.6",
      "source": "https://github.com/mrsage-AI/tinymodels/blob/main/scripts/measure.py",
      "note": "peak resident set of the measuring process, runtime included",
      "measured": true,
      "short": "395 MB peak"
    },
    {
      "metric": "Encoding speed",
      "value": 14200,
      "unit": "sentences/s",
      "hardware": "NVIDIA V100 GPU",
      "source": "https://www.sbert.net/docs/sentence_transformer/pretrained_models.html",
      "note": "the sentence-transformers model table's own definition of its speed column"
    }
  ],
  "added_at": "2026-08-05T08:08:40.365Z",
  "source": "seed"
}