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DX-596-together-fine-tuning: sync with mintlify-docs#665#35

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docs-sync/together-fine-tuning/mintlify-docs-pr-665
Jun 10, 2026
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DX-596-together-fine-tuning: sync with mintlify-docs#665#35
zainhas merged 1 commit into
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docs-sync/together-fine-tuning/mintlify-docs-pr-665

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@zainhas zainhas commented Jun 10, 2026

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Syncs together-fine-tuning with the merged togethercomputer/mintlify-docs#665 ("MOSH-2291. Sample weights feature -- doc entry").

Changed docs that triggered this sync

  • docs/fine-tuning-data-preparation.mdx — adds a new top-level Weighted data section with Message weights and Sample weights subsections

Skill changes

  • references/data-formats.md: added a new ## Sample Weights section describing the optional top-level "weight" float on each JSONL sample (loss multiplier across all of its tokens), supported across every JSONL format and training method
  • Clarified that the existing per-message weight field on conversational data only accepts 0 or 1 (gating), distinct from the new sample-level float weight (scaling)
  • Cross-linked the new section from the Loss Masking bullets and added it to the references TOC

Intentionally out of scope

  • Wording-only doc tweaks (title case fix, client-vs-server-error rephrasing) that don't change skill behavior
  • The togethertg CLI rename in the docs' File Check section is inconsistent in the upstream PR; left existing together files … invocations untouched to avoid a partial CLI rename here

Generated by the Sync Skills Cursor Automation. Please review before merging.

Mirrors the new Sample Weights subsection added in
togethercomputer/mintlify-docs#665 (docs/fine-tuning-data-preparation.mdx):
introduce a top-level "weight" float on each JSONL sample as a
loss multiplier, and contrast it with the existing per-message
weight field (which only accepts 0 or 1).

Generated by the Sync Skills Cursor Automation.
@zainhas zainhas merged commit 86bdd66 into main Jun 10, 2026
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@zainhas zainhas deleted the docs-sync/together-fine-tuning/mintlify-docs-pr-665 branch June 10, 2026 16:50
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