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Interconnects Adds Local Models to Download Tracking After Reporting a Decline

2 reports 1 reporting sources 3 days agoNew

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Nathan Lambert said Interconnects updated its model-download tracking pipeline to include local models in formats such as GGUF, AWQ, and ONNX, fixing a gap in the methodology behind its earlier report of declining Hugging Face downloads. He said downloads of those previously excluded models are now surging. Lambert had reported a continuing decline among the top open LLMs Interconnects tracked, with many showing roughly a 30% drop in download rate. He initially suggested a change in download counting might explain the drop. His later explanation identified the exclusion of local models, which he said had previously been harder to track and accounted for a much smaller share of downloads.

Generated by AI from reports · Updated 3 days ago

Developments

2 developments

  1. 10/14 02:21 (UTC+8) · 1 reports
    Nathan Lambert Updates Pipeline to Track Local Models
    Nathan Lambert · X:Local Model Downloads Surge as Interconnects Updates Its Tracking Pipeline
  2. 10/11 00:13 (UTC+8) · 1 reports
    Nathan Lambert Reports a Decline in Downloads of Top Open LLMs
    Nathan Lambert · X:We've been monitoring a decline in HuggingFace downloads across the top open LLMs we track for interconnects. It looks like there was a slight change in counting of downloads, as we saw a ~30% download rate drop for many top models, but this is continuing over time. What else do people think it may be?

Report timeline

Follow the reports to explore different sides of the event.

10/14
  1. Local Model Downloads Surge as Interconnects Updates Its Tracking Pipeline

    A gap in our methodology that highlighted a decline has been fixed: we weren’t including local models (GGUF, AWQ, ONNX, etc.). Earlier, these were far harder to track and closer to a rounding error. Now, they’re surging. We updated our pipeline to track these models!

10/11
  1. We've been monitoring a decline in HuggingFace downloads across the top open LLMs we track for interconnects. It looks like there was a slight change in counting of downloads, as we saw a ~30% download rate drop for many top models, but this is continuing over time. What else do people think it may be?

    We've been monitoring a decline in HuggingFace downloads across the top open LLMs we track for interconnects. It looks like there was a slight change in counting of downloads, as we saw a ~30% download rate drop for many top models, but this is continuing over time. What else do people think it may be?

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