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README.md
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datasets:
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- squad_v2
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- LLukas22/nq-simplified
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- LLukas22/NLQuAD
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- deepset/germanquad
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---
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# all-MiniLM-L12-v2-qa-all
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This model is an extractive qa model.
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It's a fine-tuned version of [all-MiniLM-L12-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L12-v2) on the following datasets: [squad_v2](https://huggingface.co/datasets/squad_v2), [LLukas22/nq-simplified](https://huggingface.co/datasets/LLukas22/nq-simplified), [LLukas22/NLQuAD](https://huggingface.co/datasets/LLukas22/NLQuAD), [deepset/germanquad](https://huggingface.co/datasets/deepset/germanquad).
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## Training results
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| Epoch | Train Loss | Validation Loss |
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| ----- | ---------- | --------------- |
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| 0 | 3.
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## Evaluation results
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| Epoch | f1 | exact_match |
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| ----- | ----- | ----- |
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## Framework versions
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- Transformers: 4.25.1
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datasets:
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- squad_v2
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- LLukas22/nq-simplified
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- newsqa
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- LLukas22/NLQuAD
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- deepset/germanquad
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---
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# all-MiniLM-L12-v2-qa-all
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This model is an extractive qa model.
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It's a fine-tuned version of [all-MiniLM-L12-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L12-v2) on the following datasets: [squad_v2](https://huggingface.co/datasets/squad_v2), [LLukas22/nq-simplified](https://huggingface.co/datasets/LLukas22/nq-simplified), [newsqa](https://huggingface.co/datasets/newsqa), [LLukas22/NLQuAD](https://huggingface.co/datasets/LLukas22/NLQuAD), [deepset/germanquad](https://huggingface.co/datasets/deepset/germanquad).
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## Training results
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| Epoch | Train Loss | Validation Loss |
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| ----- | ---------- | --------------- |
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| 0 | 3.76 | 3.02 |
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## Evaluation results
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| Epoch | f1 | exact_match |
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| ----- | ----- | ----- |
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| 0 | 0.29 | 0.228 |
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## Framework versions
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- Transformers: 4.25.1
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lightning_logs/version_1/events.out.tfevents.1678984345.ki-jupyternotebook-8bdd
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lightning_logs/version_1/hparams.yaml
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{}
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pytorch_model.bin
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