ocr-robust-multilingual-embeddings/sample_config.json at main · impresso/ocr-robust-multilingual-embeddings · GitHub

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{
    "model_name": "Alibaba-NLP/gte-multilingual-base",
    "output_dir": "trained_models/adapted_model",
    "batch_size": 8,
    "batches_per_epoch": 3000,
    "epochs": 1,
    "lr": 2e-5,
    "warmup_ratio": 0.1,
    "seed": 42,
    "stages": [
        {
            "name": "cross_lingual_alignment",
            "sources": [
                {
                    "path": "noisy_finetuning_data/LREC/lb_de_training_set.jsonl",
                    "format": "jsonl",
                    "column_a": "lb",
                    "column_b": "de",
                    "max_samples": null
                },
                {
                    "path": "noisy_finetuning_data/LREC/lb_en_training_set.jsonl",
                    "format": "jsonl",
                    "column_a": "lb",
                    "column_b": "en",
                    "max_samples": null
                },
                {
                    "path": "noisy_finetuning_data/LREC/lb_fr_training_set.jsonl",
                    "format": "jsonl",
                    "column_a": "lb",
                    "column_b": "fr",
                    "max_samples": null
                }
            ]
        },
        {
            "name": "ocr_noise_robustness",
            "sources": [
                {
                    "path": "noisy_finetuning_data/ACL/TED_data_random_noise_concat.csv",
                    "format": "csv",
                    "column_a": "deu",
                    "column_b": "deu_04",
                    "max_samples": null
                },
                {
                    "path": "noisy_finetuning_data/ACL/X-News_data_random_noise_10k_sampled.csv",
                    "format": "csv",
                    "column_a": "german",
                    "column_b": "german_noise_random05",
                    "max_samples": null
                },
                {
                    "path": "noisy_finetuning_data/ACL/X-News_data_random_noise_10k_sampled.csv",
                    "format": "csv",
                    "column_a": "french",
                    "column_b": "french_noise_random05",
                    "max_samples": null
                },
                {
                    "path": "noisy_finetuning_data/LREC/de_docs_random_noise.csv",
                    "format": "csv",
                    "column_a": "deu",
                    "column_b": "deu_04",
                    "max_samples": null
                },
                {
                    "path": "noisy_finetuning_data/LREC/fr_docs_random_noise.csv",
                    "format": "csv",
                    "column_a": "fra",
                    "column_b": "fra_04",
                    "max_samples": null
                }
            ]
        }
    ]
}