Dobromir Popov a7cc377d13 feat: auto-join network — node discovers missing shards from tracker ...

Tracker:
- _NodeEntry gains hf_repo + num_layers fields (parsed from register body)
- GET /v1/network/assign — finds the biggest uncovered shard gap across
  registered HF-model nodes; returns {hf_repo, shard_start, shard_end, num_layers}
- Returns 503 when no HF-model nodes are registered yet

Node startup:
- When model_id is set: registers with tracker including hf_repo + num_layers
  so other nodes can auto-join this model
- When model_id is empty/None: queries /v1/network/assign, gets assigned the
  missing layers, loads TorchNodeServer with the assigned shard automatically
- Fixes empty-string model_id leaking from DEFAULTS (treats "" same as None)

Usage: `meshnet-node start --tracker http://localhost:8080 --quantization bfloat16`
Node discovers what to serve and joins the network without any model flags.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

2026-06-30 00:22:33 +03:00

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