[feat] add microbatch forwarding (#6251)

* add microbatch forwarding

* fix forward microbatch

* fix producer OOM

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* change project name

* fix temperature annealing

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* address conversation

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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>