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Direct server-to-server communication during finetuning #560

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@dvmazur dvmazur commented Mar 9, 2024

This PR is meant to implement direct server-to-server communication via push messages, similar to ones in rpc_inference.

Note 2 self: minimal testing scenario

Run a server

python -m petals.cli.run_server Maykeye/TinyLLama-v0 --num_blocks 8 --new_swarm --identity_path server1.id --host_maddrs /ip4/127.0.0.1/tcp/1337

And then open ./examples/workbench_call_rpc_directly.ipynb

and replace INITIAL_PEERS and peer_id_string

@justheuristic justheuristic changed the title initial Efficient finetuning Mar 9, 2024
@justheuristic justheuristic changed the title Efficient finetuning Direct server-to-server communication during finetuning Mar 9, 2024
justheuristic added a commit that referenced this pull request Mar 17, 2024
…ers 4.38.2 (#563)

This pull request solves #560 using a solution proposed by @miaoqijun .
It also bumps transformers to the latest version to test with the latest code.

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Co-authored-by: Yingtong Dou <[email protected]>
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