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Add Part 5, preview images, update series links

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thierrypdamiba
2026-01-30 16:36:18 -08:00
parent 6147064e8a
commit 4fa834a74a
25 changed files with 229 additions and 4 deletions
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qdrant-landing/content/articles/sparse-embeddings-ecommerce-part-2.md
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@@ -3,7 +3,7 @@ title: "Fine-Tuning Sparse Embeddings for E-Commerce Search | Part 2: Training S
short_description: "Train a SPLADE model on Amazon's ESCI dataset using Modal's serverless GPUs and Sentence Transformers."
description: "Part 2 of a 4-part series on fine-tuning SPLADE sparse embeddings for e-commerce search. Build a training pipeline on Modal with persistent checkpoints, SpladeLoss, and hyperparameter sweeps."
preview_dir: /articles_data/sparse-embeddings-ecommerce-part-2/preview
social_preview_image: /articles_data/sparse-embeddings-ecommerce-part-2/preview/social_preview.png
social_preview_image: /articles_data/sparse-embeddings-ecommerce-part-2/preview/social_preview.jpg
weight: -199
author: Thierry Damiba
author_link: https://github.com/thierrydamiba
@@ -18,6 +18,7 @@ category: practicle-examples
- Part 2: Training SPLADE on Modal (here)
- [Part 3: Evaluation & Hard Negatives](/articles/sparse-embeddings-ecommerce-part-3/)
- [Part 4: Specialization vs Generalization](/articles/sparse-embeddings-ecommerce-part-4/)
- [Part 5: From Research to Product](/articles/sparse-embeddings-ecommerce-part-5/)
---