mid-train-tool-use-both-grounded-docs-executable TEC-0280 · proposedMid-train tool use on both grounded docs and executable traj
Builds a mid-training corpus that pairs filtered web/PDF/code sources augmented into tool-affordance QA with validated multi-turn trajectories synthesized from real API and MCP schemas, and trains the base model on the mixture before ordina
Proposed. Filed by the drafting stage because a paper introduces or tests it. Nobody has vouched for it. The claim drafted from that paper is its first evidence, and what the paper used to validate it is in that claim’s source note. Say whether it held up for you, below.
Builds a mid-training corpus that pairs filtered web/PDF/code sources augmented into tool-affordance QA with validated multi-turn trajectories synthesized from real API and MCP schemas, and trains the base model on the mixture before ordina Filed by the drafting stage from MidTool: Mid-training Data Synthesis for Agentic Tool Use (2608.20314) with status proposed: the paper introduces or tests it, and the claim drafted from the paper is its first evidence. The paper validated it by: Additive ablation at 4B with the SFT recipe held fixed: no mid-training 39.73% BFCLv3 overall, 8.54% tau2 Pass@1, 13.20 MCP score; raw processed sources only 42.30/7.30/12.20; +native trajectories only 47.59/4.23/6.80; +context-grounded only 44.66/8.99/8.46; full mixture 50.25/12.23/18.66. Matched-budget Dolmino-20BT baseline reached 43.10 BFCLv3 but 5.41 MCP score.. Nobody has vouched for it; add support or contest it on this page.
Does it work?
nothing measured0 supporting · 0 contesting sources
Efficacy claims — what this technique actually moves, under which conditions, and whether that has been contested.
No efficacy claim filed yet. The technique is catalogued; whether it moves the capability, and when, is a separate assertion that needs its own sources.
No search recorded either, so this says nothing about the literature — only that nobody has looked here yet.
Code
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Sources
Whether a technique works is a claim. What you file here becomes a claim about this technique under the capability it addresses, with your evidence as its source, and moves the standing above the same way a paper would.