[wip] Update

ljvmiranda921 · Aug 8, 2024 · 8c160ce · 8c160ce
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diff --git a/models/v0.1.0-gliner/README.md b/models/v0.1.0-gliner/README.md
@@ -2,21 +2,22 @@
 
 # 🪐 Weasel Project: Release v0.1.0-gliner
 
+oijwiofj
 This is a spaCy project that trains and evaluates new v0.1.0-gliner models.
 [GliNER](https://github.com/urchade/GLiNER) (Generalist and Lightweight Model for Named Entity Recognition) is a powerful model capable of identifying any entity type using a BERT-like encoder.
 In this project, we finetune the GliNER model with the TLUnified-NER training dataset.
 
 To replicate training, first you need to install the required dependencies:
 
-```
+```sh
 pip install -r requirements.txt
 ```
 
 ## Training
 
 To train a GliNER model, run the `finetune-*` workflow like so:
 
-```
+```sh
 python -m spacy project run finetune-gliner-sm
 python -m spacy project run finetune-gliner-md
 python -m spacy project run finetune-gliner-lg
@@ -30,10 +31,12 @@ The models are currently [based on the v2.5 version of GliNER](https://huggingfa
 
 To perform evals, run the `eval-*` workflows:
 
-```
+```sh
 python -m spacy project run eval-gliner-sm
 python -m spacy project run eval-gliner-md
 python -m spacy project run eval-gliner-lg
+# eval all at once
+python -m spacy project run eval-all
 ```
 
 This will evaluate on TLUnified-NER's test set ([Miranda, 2023](https://aclanthology.org/2023.sealp-1.2.pdf) and the Tagalog subsets of

diff --git a/models/v0.1.0-gliner/project.yml b/models/v0.1.0-gliner/project.yml
@@ -7,15 +7,15 @@ description: |
 
   To replicate training, first you need to install the required dependencies:
 
-  ```
+  ```sh
   pip install -r requirements.txt
   ```
 
   ## Training
 
   To train a GliNER model, run the `finetune-*` workflow like so:
 
-  ```
+  ```sh
   python -m spacy project run finetune-gliner-sm
   python -m spacy project run finetune-gliner-md
   python -m spacy project run finetune-gliner-lg
@@ -29,10 +29,12 @@ description: |
 
   To perform evals, run the `eval-*` workflows:
 
-  ```
+  ```sh
   python -m spacy project run eval-gliner-sm
   python -m spacy project run eval-gliner-md
   python -m spacy project run eval-gliner-lg
+  # eval all at once
+  python -m spacy project run eval-all
   ```
 
   This will evaluate on TLUnified-NER's test set ([Miranda, 2023](https://aclanthology.org/2023.sealp-1.2.pdf) and the Tagalog subsets of