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8 Commits (main)

Author SHA1 Message Date
justheuristic e51e84631d
Update to petals.dev (#390) 
Since `petals.ml` DNS record is still unavailable, we're switching everything to https://petals.dev

Co-authored-by: Aleksandr Borzunov <hxrussia@gmail.com>
 10 months ago
Aleksandr Borzunov ddcda02b06 Hardcode IPs until DNS issues get resolved 10 months ago
Alexander Borzunov d126ee3053
Add benchmark scripts (#319) 
This PR:

- Adds benchmark scripts for inference, forward pass, and full training step (e.g. used for experiments in our paper).
- Fixes bug with dtypes in `petals.DistributedBloomForSequenceClassification`.
- (minor refactor) Moves `DTYPE_MAP` to `petals.constants` as a useful constant.
 11 months ago
justheuristic 771ca590e7
Add service checking direct reachability from peers (#195) 
Servers joining from behind NATs/firewalls usually take several minutes to join a libp2p relay before they become accessible from the outside Internet. Moreover, requests to such servers are slower and more likely to fail (e.g., if the server switches a relay at the moment). If such servers host certain DHT keys, the swarm may occasionally lose read/write access to these keys, which results in:

- Clients being unable to find any servers hosting a certain block.
- All servers starting rebalancing to the same place to close the alleged "gap" in the swarm.

This PRs modifies servers so that DHT keys are only hosted on **directly reachable** servers (the ones who aren't behind NAT/firewall). This way, DHT becomes more stable and works faster. Of course, trhe servers behind NATs/firewalls still accept requests for running inference/forward/backward for blocks they hold (it's more acceptable for this kind of requests to be slower or fail).

Co-authored-by: Alexander Borzunov <borzunov.alexander@gmail.com>
 1 year ago
Alexander Borzunov 712f5a330f
Remove backup bootstrap peer 1 year ago
justheuristic d1fa5eb260
hotfix: add initial peer that did not crash :) (#181) 
add hotfix initial peer (@borzunov's peers are down)
 1 year ago
Alexander Borzunov d6992fca63
Hot fix: Increase hivemind.P2P's startup_timeout for Colab, remove absent initial peer (#162) 1 year ago
Alexander Borzunov 7bd5916744
Make Petals a pip-installable package (attempt 2) (#102) 
1. Petals can be now installed using `pip install git+https://github.com/bigscience-workshop/petals`
    - In case if you already cloned the repo, you can do `pip install .` or `pip install .[dev]`
2. Moved `src` => `src/petals`
    - Replaced `from src.smth import smth` with `from petals.smth import smth`
3. Moved `cli` => `src/petals/cli`
    - Replaced `python -m cli.run_smth` with `python -m petals.cli.run_smth` (all utilities are now available right after pip installation)
4. Moved the `requirements*.txt` contents to `setup.cfg` (`requirements.txt` for packages is not supported well by modern packaging utils)
5. Increased the package version from `0.2` to `1.0alpha1`
 1 year ago