You can deploy this model and start earning money today!

Korshort/
emnlp2026_expertqa_phi4-mini_exp1_1_finance_seed1

Name: emnlp2026_expertqa_phi4-mini_exp1_1_finance_seed1
Availability: InStock

microsoft/Phi-4-mini-instruct

finetune

cc-by-nc-4.0

Views

No views yet

emnlp2026_expertqa_phi4-mini_exp1_1_finance_seed1

SFT checkpoint from the EMNLP 2026 Industry Track submission A Factorial Ablation of a Speech-to-SFT Pipeline: Differential Effects on Data Quality and Downstream Transfer (anonymous).

Field	Value
Pipeline condition	Exp 1-1 (Phase 0 only — transcript refinement)
Domain	finance
Seed	1
Base model	microsoft/Phi-4-mini-instruct
Training	LoRA (rank 16, α=32, QLoRA 4-bit, lr 2e-4, 3 epochs)
Upstream STT	In-house STT (paper main pipeline)
License	CC BY-NC 4.0 (research and non-commercial use only)

Intended use: research and non-commercial use only, matching the consent scope of the source audio.

Companion repository (code, configs, prompts, sample QA): https://anonymous.4open.science/r/anon-emnlp2026-expertqa-7616

Korshort/emnlp2026_expertqa_phi4-mini_exp1_1_finance_seed1

emnlp2026_expertqa_phi4-mini_exp1_1_finance_seed1

Korshort/
emnlp2026_expertqa_phi4-mini_exp1_1_finance_seed1