add new version of the ingredient detection model

.gitattributes

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 *.zip filter=lfs diff=lfs merge=lfs -text
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+*.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -1,3 +1,31 @@
 ---
 license: agpl-3.0
 ---
+This ingredient detection model was trained on the ingredient detection [dataset v1.1](https://huggingface.co/datasets/openfoodfacts/ingredient-detection/tree/v1.1) using [this training code](https://github.com/openfoodfacts/openfoodfacts-ai/tree/a9b4ad6a854fa6f8330b0ff3e6a67ad963c9b96b/ingredient_extraction/train).
+
+Training was tracked on [Wandb](https://wandb.ai/raphaeloff/ingredient-detection-ner/runs/dwbdbjek/overview).
+
+This release provides the following assets:
+
+Training-related assets:
+
+- `predictions` directory: predictions on train and test dataset of the model, in:
+        HTML format: easier to view
+        JSONL format: either the raw or the aggregated (post-processed) version
+- the HuggingFace serialized model, in the root directory
+
+Serving assets:
+
+- `onnx.tar.gz`: the model exported to ONNX format
+
+
+## Versions
+
+### 1.1
+
+New version based on [v1.1 of the dataset](https://huggingface.co/datasets/openfoodfacts/ingredient-detection/tree/v1.1).
+“organic”/”issu de l’agriculture biologique” suffixes are now considered as part of the ingredient list.s
+
+### 1.0
+
+First version based on [v1.0 of the dataset](https://huggingface.co/datasets/openfoodfacts/ingredient-detection/tree/v1.0).

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