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</style> |
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</head> |
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<body> |
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<div class="container"> |
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<h1 class="mt-5">Stick To Your Role! Leaderboard</h1> |
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<div class="table-responsive"> |
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{{ table_html|safe }} |
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</div> |
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<div class="section"> |
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<div id="evaluate_custom_model" class="section-title">Evaluate a custom model</div> |
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<p> |
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To evaluate a custom model you can use our <a href="https://gitlab.inria.fr/gkovac/value_stability">open-source code</a>. |
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If a model is in the huggingface transformers format (saved either localy or on the hub), |
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it can be simply added by adding a config file. |
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The model can then be evaluated as any other model. |
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To do so, follow the <a href="https://gitlab.inria.fr/gkovac/value_stability/-/blob/master/README.md?ref_type=heads#adding-a-new-model">instructions</a> in the README.md file. |
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</p> |
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</div> |
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<div class="section" id="paper"> |
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<div class="section-title">Submit a custom model to the Stick To Your Role! Leaderboard</div> |
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<p> |
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If you want, your model can be to the Stick To Your Role! Leaderboard, as an unofficial submission. |
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A separate list of models containing both official and unofficial submissions will be created. |
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The procedure is as follows: |
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</p> |
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<ol> |
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<li> |
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<b> Add and evaluate your model </b> - Add your model as a config file as described <a href="{{ url_for('new_model', _anchor='evaluate_custom_model') }}">above</a>. |
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This procedure should result in 9 json files as such: |
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<code>`Leaderboard/results/stability_leaderboard/<your_model_name>/chunk_0_<timestamp>/results.json`</code> |
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</li> |
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<li> |
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<b> Submit the config file </b> - Create a pull request to our <a href="https://gitlab.inria.fr/gkovac/value_stability">repository</a> from a branch <code>"unofficial_model/<your_model_name>"</code>. |
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The pull request should ideally only add the config file in <code>`./models/leaderboard_configs`</code>. |
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If additional changes are needed, they should ideally be constrained to a new model class (see <a href="https://gitlab.inria.fr/gkovac/value_stability/-/blob/master/models/huggingfacemodel.py?ref_type=heads">huggingfacemodel.py</a> for reference). |
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<li> |
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<b> Submit the model results </b> - submit the *json files as a ZIP using the form below. |
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We will integrate the model's results on our side, and rerank models with yours included. |
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</li> |
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</ol> |
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<div class="form-container"> |
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<form id="model-submission-form" method="POST" action="{{ url_for('submit_model') }}" enctype="multipart/form-data"> |
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<div class="form-row row"> |
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<div class="col-md-4"> |
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<label for="model_name" class="form-label">Model Name:</label> |
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</div> |
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<div class="col-md-8"> |
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<input type="text" class="form-content" id="model_name" name="model_name" required> |
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</div> |
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</div> |
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<div class="form-row row"> |
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<div class="col-md-4"> |
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<label for="pull_request_link" class="form-label">Pull Request Link:</label> |
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</div> |
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<div class="col-md-8"> |
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<input type="url" class="form-content" id="pull_request_link" name="pull_request_link" required> |
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</div> |
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</div> |
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<div class="form-row row"> |
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<div class="col-md-4"> |
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<label for="email" class="form-label">Email:</label> |
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</div> |
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<div class="col-md-8"> |
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<input type="email" class="form-content" id="email" name="email" required> |
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</div> |
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</div> |
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<div class="form-row row"> |
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<div class="col-md-4"> |
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<label for="description" class="form-label">Description:</label> |
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</div> |
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<div class="col-md-8"> |
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<textarea class="form-content" id="description" name="description" placeholder="Various details on the model training and architecture (e.g. dataset, model size, optimizer, etc.)" rows="3" required></textarea> |
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</div> |
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</div> |
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<div class="form-row row"> |
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<div class="col-md-4"> |
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<label for="model_files" class="form-label"> |
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Upload the Model results directory as a ZIP file |
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(<code>Leaderboard/results/stability_leaderboard/<your_model_name></code>): |
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</label> |
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</div> |
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<div class="col-md-8"> |
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<input type="file" id="model_files" name="model_files" class="file-input" accept=".zip" required> |
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<small class="form-text text-muted"> |
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Please upload a ZIP file containing the results directory. |
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</small> |
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</div> |
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</div> |
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<button type="submit" class="btn custom-button mt-3">Submit</button> |
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</form> |
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</div> |
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</div> |
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<div class="back-button"> |
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<a href="{{ url_for('index') }}" class="custom-button mt-3">Main page</a> |
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</div> |
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<div class="citation-section"> |
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<p>If you found this project useful, please cite our related paper:</p> |
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<div class="citation-box" id="citation-text"> |
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@inproceedings{kovavc2024stick, |
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title={Stick to your Role! Stability of Personal Values Expressed in Large Language Models}, |
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author={Kova{\v{c}}, Grgur and Portelas, R{\'e}my and Sawayama, Masataka and Dominey, Peter Ford and Oudeyer, Pierre-Yves}, |
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booktitle={Proceedings of the Annual Meeting of the Cognitive Science Society}, |
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volume={46}, |
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year={2024} |
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} |
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</div> |
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</div> |
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