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jax_model/hyperparams.json

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+{
+    "bucket_path": "deepchain-transformer-private",
+    "dataset_path": "multi-species-dataset/multi_species_final_178G.filtered.6_mers.2048_tok_len.overlap_50/1024_folds/1024_folds.p*.overlap_50.6_mers.fna",
+    "fixed_length": 2048,
+    "prepend_cls_token": true,
+    "num_chunks_per_worker": 128,
+    "batch_size": 8,
+    "effective_batch_size": 512,
+    "mixed_precision": false,
+    "noising_ratio": 0.15,
+    "masking_prob": 0.8,
+    "random_token_prob": 0.1,
+    "num_tokens_training": 300000000000,
+    "num_tokens_per_log": 500000000,
+    "num_tokens_per_validation": 5000000000,
+    "num_tokens_per_checkpoint": 10000000000,
+    "neptune_project": "Instadeep/tokenization",
+    "optimizer": "adamw",
+    "weight_decay": 0.01,
+    "learning_rate": 5e-05,
+    "schedule": true,
+    "warmup_steps": 16000,
+    "end_learning_rate": 0.0001,
+    "seed": 0,
+    "project_path": "checkpoints/",
+    "checkpoint_path": null
+}

jax_model/pytree_ckpt.joblib

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+version https://git-lfs.github.com/spec/v1
+oid sha256:889877863cf47d0a2cfcf41eaafd97f91def86bfc745c41c30b3a88f68bec340
+size 202906307