Agent Traces Pipeline #565
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What does this PR do?
This PR adds a pipeline to train an agent on agentic traces from smolagents
How does it work?
Step 1) We generated traces from r1 on from the open-r1/codeforces-cots dataset.
Step 2) The traces are then filtered to only keep traces that lead to solutions that pass the codeforces test-cases.
Step 3) Train a Qwen2.5-1.5B with SFT on the traces from R1.
Step 4) Evaluate the performance improvement of the base with the new traces training
The dataset of traces and the trained model are uploaded to the hub at:
(TODO: to move that to open-r1 org)
This is currently a WIP, some parts of the pipeline are not behaving correctly. This could then lead to a nice blog post.