Created README.md

README.md

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+---
+language:
+- en
+license: mit
+---
+# tiny-bert-ranker model card
+
+This model is a fine-tuned version of [prajjwal1/bert-tiny](https://web.archive.org/web/20240315094214/https://huggingface.co/prajjwal1/bert-tiny)
+as part of our submission to [ReNeuIR 2024](https://web.archive.org/web/20240704171521/https://reneuir.org/shared_task.html).
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+The model is based on the pre-trained [prajjwal1/bert-tiny](https://huggingface.co/prajjwal1/bert-tiny). It is fine-tuned on a 1GB subset of data
+extracted from msmarco's [Train Triples Small](https://web.archive.org/web/20231209043304/https://microsoft.github.io/msmarco/Datasets.html).
+
+Tiny-bert-ranker is part of our investigation into the tradeoffs between efficiency and effectiveness in ranking models.
+This approach does not involve BM25 score injection or distillation.
+
+- **Developed by:** Team FSU at ReNeuIR 2024
+- **Model type:** sequence-to-sequence model
+- **License:** mit
+- **Finetuned from model:** prajjwal1/bert-tiny