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IO-AIR/sft-forge-ensemble

sft-forge-ensemble (v0.3) Single pareto-pruned SFT dataset ensembled from multiple high-quality sources. Generated by sft-forge — t. Pipeline ingest -> tag every row -> programmatic refine -> GLOBAL dedup (one minhash index across all sources) -> per-slice pareto prune (quality vs REAL gpt2 token cost) -> this file. Sources (rows ingested) source rows a 1 Survival after dedup + pareto (kept/ingested) source kept… See the full description on the dataset page: https://huggingface.co/datasets/IO-AIR/sft-forge-ensemble.

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Author / organizationIO-AIR
Downloads661 (as reported by Hugging Face)
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Created19 October 2026
Last updated at source22 October 2026
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661 now (+661 since 2026-10-19). Counts as reported by the source, snapshotted daily by Silytics.

Recent changes

  • 20 Oct 2026 License: cc-by-4.0 → none
  • 20 Oct 2026 Description: sft-forge-ensemble (v0.5) Single pareto-pruned SFT dataset ensembled from multiple high-quality sources. Generated by sft-forge — 2026-10-19 19:58:25. License Mixed permissive sources only: Apache-2.0 / MIT / CC-BY-4.0 (verified per source → sft-forge-ensemble (v0.3) Single pareto-pruned SFT dataset ensembled from multiple high-quality sources. Generated by sft-forge — t. Pipeline ingest -> tag every row -> programmatic refine -> GLOBAL dedup (one minhash index across all sourc
  • 20 Oct 2026 Topics removed task_categories:text-generation, sft, agentic, tool-use, reasoning, token-efficient
  • 19 Oct 2026 Description: sft-forge-ensemble (test_build_hf_release_offline0) Single pareto-pruned SFT dataset ensembled from multiple high-quality sources. Generated by sft-forge — t. License Mixed permissive sources only: Apache-2.0 / MIT / CC-BY-4.0 (verified per → sft-forge-ensemble (v0.5) Single pareto-pruned SFT dataset ensembled from multiple high-quality sources. Generated by sft-forge — 2026-10-19 19:58:25. License Mixed permissive sources only: Apache-2.0 / MIT / CC-BY-4.0 (verified per source
  • 19 Oct 2026 Description: sft-forge-ensemble (v0.5) Single pareto-pruned SFT dataset ensembled from multiple high-quality sources. Generated by sft-forge — 2026-10-19 19:46:28. License Mixed permissive sources only: Apache-2.0 / MIT / CC-BY-4.0 (verified per source → sft-forge-ensemble (test_build_hf_release_offline0) Single pareto-pruned SFT dataset ensembled from multiple high-quality sources. Generated by sft-forge — t. License Mixed permissive sources only: Apache-2.0 / MIT / CC-BY-4.0 (verified per
  • 19 Oct 2026 Description: sft-forge-ensemble (test_build_hf_release_offline0) Single pareto-pruned SFT dataset ensembled from multiple high-quality sources. Generated by sft-forge — t. License Mixed permissive sources only: Apache-2.0 / MIT / CC-BY-4.0 (verified per → sft-forge-ensemble (v0.5) Single pareto-pruned SFT dataset ensembled from multiple high-quality sources. Generated by sft-forge — 2026-10-19 19:46:28. License Mixed permissive sources only: Apache-2.0 / MIT / CC-BY-4.0 (verified per source
  • 19 Oct 2026 Description: sft-forge-ensemble (v0.4) Single pareto-pruned SFT dataset ensembled from multiple high-quality sources. Generated by sft-forge — 2026-10-19 19:05:28. License Mixed permissive sources only: Apache-2.0 / MIT / CC-BY-4.0 (verified per source → sft-forge-ensemble (test_build_hf_release_offline0) Single pareto-pruned SFT dataset ensembled from multiple high-quality sources. Generated by sft-forge — t. License Mixed permissive sources only: Apache-2.0 / MIT / CC-BY-4.0 (verified per
  • 19 Oct 2026 License: none → cc-by-4.0
  • 19 Oct 2026 Description: sft-forge-ensemble (test_build_hf_release_offline0) Single pareto-pruned SFT dataset ensembled from multiple high-quality sources. Generated by sft-forge — t. Pipeline ingest -> tag every row -> programmatic refine -> GLOBAL dedup (one minh → sft-forge-ensemble (v0.4) Single pareto-pruned SFT dataset ensembled from multiple high-quality sources. Generated by sft-forge — 2026-10-19 19:05:28. License Mixed permissive sources only: Apache-2.0 / MIT / CC-BY-4.0 (verified per source
  • 19 Oct 2026 Topics added task_categories:text-generation, sft, agentic, tool-use, reasoning, token-efficient
  • 19 Oct 2026 Description: sft-forge-ensemble (v0.3) Single pareto-pruned SFT dataset ensembled from multiple high-quality sources. Generated by sft-forge — t. Pipeline ingest -> tag every row -> programmatic refine -> GLOBAL dedup (one minhash index across all sourc → sft-forge-ensemble (test_build_hf_release_offline0) Single pareto-pruned SFT dataset ensembled from multiple high-quality sources. Generated by sft-forge — t. Pipeline ingest -> tag every row -> programmatic refine -> GLOBAL dedup (one minh

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