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Teacher v2: Hard Negative Mining

Status: Open.

#7 In craigtrim/edu-alias-mapper-e5;

· craigtrim opened on Feb 24, 2026

Critical Review: Teacher Model Training Methodology

Status: Open.

#6 In craigtrim/edu-alias-mapper-e5;

· craigtrim opened on Feb 23, 2026

Archive: train_small_model.py and e5-small-v2 paths in evaluate_student.py

Status: Open.

#5 In craigtrim/edu-alias-mapper-e5;

· craigtrim opened on Feb 21, 2026

Implement Knowledge Distillation: e5-large-v2 → e5-small-v2 via MSELoss

Status: Open.

#4 In craigtrim/edu-alias-mapper-e5;

· craigtrim opened on Feb 21, 2026

Experimental Results: Direct Fine-Tuning of e5-small-v2 — All Gates FAIL

Status: Open.

#3 In craigtrim/edu-alias-mapper-e5;

· craigtrim opened on Feb 21, 2026

Technical Report: Task-Specific Fine-Tuning of e5-small-v2 as a Model Compression Strategy

Status: Open.

#2 In craigtrim/edu-alias-mapper-e5;

· craigtrim opened on Feb 21, 2026

Fine-tune e5-small-v2 for Lambda-compatible deployment

Status: Open.

#1 In craigtrim/edu-alias-mapper-e5;

· craigtrim opened on Feb 21, 2026