firstlight_$ early ai & robotics signals — the convergence monitor
sweep 18|exposure live|● updated 60d ago|

$ models — hf download velocity · 30 tracked

  1. 01
    all-MiniLM-L6-v2@sentence-transformers⬇ 259,564,359 · flat
    retrieval & RAGapache-2.0 · commercial ✓base: nreimers/MiniLM-L6-H384-uncased
  2. 02
    bert-base-uncased@google-bert⬇ 119,489,278 · flat
    mask-fillapache-2.0 · commercial ✓
  3. 03
    ms-marco-MiniLM-L6-v2@cross-encoder⬇ 89,315,748 · flat
    text-rankingapache-2.0 · commercial ✓base: cross-encoder/ms-marco-MiniLM-L12-v2
  4. 04
    bge-small-en-v1.5@BAAI⬇ 72,855,959 · flat
    embeddingsmit · commercial ✓
  5. 05
    paraphrase-multilingual-MiniLM-L12-v2@sentence-transformers⬇ 60,011,748 · flat
    retrieval & RAGapache-2.0 · commercial ✓
  6. 06
    electra-base-discriminator@google⬇ 56,560,021 · flat
    apache-2.0 · commercial ✓
  7. 07
    unidepth-v2-vitl14@lpiccinelli⬇ 38,231,194 · flat
  8. 08
    bge-m3@BAAI⬇ 35,231,255 · flat
    retrieval & RAGmit · commercial ✓
  9. 09
    chronos-2@amazon⬇ 29,542,402 · flat
    time-series-forecastingapache-2.0 · commercial ✓
  10. 10
    Qwen3-0.6B@Qwen⬇ 29,699,637 · flat
    chat & code genapache-2.0 · commercial ✓base: Qwen/Qwen3-0.6B-Base
  11. 11
    all-mpnet-base-v2@sentence-transformers⬇ 25,685,511 · flat
    retrieval & RAGapache-2.0 · commercial ✓
  12. 12
    t5-small@google-t5⬇ 25,124,048 · flat
    translationapache-2.0 · commercial ✓
  13. 13
    clip-vit-base-patch32@openai⬇ 22,611,260 · flat
    zero-shot-image-classification
  14. 14
    xlm-roberta-base@FacebookAI⬇ 20,888,194 · flat
    mask-fillmit · commercial ✓
  15. 15
    bge-reranker-v2-m3@BAAI⬇ 19,224,490 · flat
    classifyapache-2.0 · commercial ✓
  16. 16
    opt-125m@facebook⬇ 18,604,659 · flat
    chat & code genother · commercial ✓
  17. 17
    mobilenetv3_small_100.lamb_in1k@timm⬇ 18,523,713 · flat
    vision classifyapache-2.0 · commercial ✓
  18. 18
    Qwen3-8B@Qwen⬇ 16,272,885 · flat
    chat & code genapache-2.0 · commercial ✓ctx 131,072$0.12/$0.45 per 1M tokbase: Qwen/Qwen3-8B-Base
  19. 19
    nomic-embed-text-v1.5@nomic-ai⬇ 15,695,999 · flat
    retrieval & RAGapache-2.0 · commercial ✓
  20. 20
    tiny-Qwen2ForCausalLM-2.5@trl-internal-testing⬇ 16,487,039 · flat
    chat & code gen