Instructions to use LEAP-LAB-KUS/jevkt-checkpoints with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use LEAP-LAB-KUS/jevkt-checkpoints with PEFT:
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- Notebooks
- Google Colab
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pod backup 2026-11-07: e43 (0-183)
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- e43/akt/algebra2005/csN16-s0/akt_tables.pt +3 -0
- e43/akt/algebra2005/csN16-s0/train_info.json +1 -0
- e43/akt/algebra2005/csN16-s1/akt_tables.pt +3 -0
- e43/akt/algebra2005/csN16-s1/train_info.json +1 -0
- e43/akt/algebra2005/csN16-s2/akt_tables.pt +3 -0
- e43/akt/algebra2005/csN16-s2/train_info.json +1 -0
- e43/akt/algebra2005/csN16-s3/akt_tables.pt +3 -0
- e43/akt/algebra2005/csN16-s3/train_info.json +1 -0
- e43/akt/algebra2005/csN16-s4/akt_tables.pt +3 -0
- e43/akt/algebra2005/csN16-s4/train_info.json +1 -0
- e43/akt/algebra2005/csN32-s0/akt_tables.pt +3 -0
- e43/akt/algebra2005/csN32-s0/train_info.json +1 -0
- e43/akt/algebra2005/csN32-s1/akt_tables.pt +3 -0
- e43/akt/algebra2005/csN32-s1/train_info.json +1 -0
- e43/akt/algebra2005/csN32-s2/akt_tables.pt +3 -0
- e43/akt/algebra2005/csN32-s2/train_info.json +1 -0
- e43/akt/algebra2005/csN32-s3/akt_tables.pt +3 -0
- e43/akt/algebra2005/csN32-s3/train_info.json +1 -0
- e43/akt/algebra2005/csN32-s4/akt_tables.pt +3 -0
- e43/akt/algebra2005/csN32-s4/train_info.json +1 -0
- e43/akt/algebra2005/csN64-s0/akt_tables.pt +3 -0
- e43/akt/algebra2005/csN64-s0/train_info.json +1 -0
- e43/akt/algebra2005/csN64-s1/akt_tables.pt +3 -0
- e43/akt/algebra2005/csN64-s1/train_info.json +1 -0
- e43/akt/algebra2005/csN64-s2/akt_tables.pt +3 -0
- e43/akt/algebra2005/csN64-s2/train_info.json +1 -0
- e43/akt/algebra2005/csN64-s3/akt_tables.pt +3 -0
- e43/akt/algebra2005/csN64-s3/train_info.json +1 -0
- e43/akt/algebra2005/csN64-s4/akt_tables.pt +3 -0
- e43/akt/algebra2005/csN64-s4/train_info.json +1 -0
- e43/akt/algebra2005/csN8-s0/akt_tables.pt +3 -0
- e43/akt/algebra2005/csN8-s0/train_info.json +1 -0
- e43/akt/algebra2005/csN8-s1/akt_tables.pt +3 -0
- e43/akt/algebra2005/csN8-s1/train_info.json +1 -0
- e43/akt/algebra2005/csN8-s2/akt_tables.pt +3 -0
- e43/akt/algebra2005/csN8-s2/train_info.json +1 -0
- e43/akt/algebra2005/csN8-s3/akt_tables.pt +3 -0
- e43/akt/algebra2005/csN8-s3/train_info.json +1 -0
- e43/akt/algebra2005/csN8-s4/akt_tables.pt +3 -0
- e43/akt/algebra2005/csN8-s4/train_info.json +1 -0
- e43/akt/assist09/csN16-s0/akt_tables.pt +3 -0
- e43/akt/assist09/csN16-s0/train_info.json +1 -0
- e43/akt/assist09/csN16-s1/akt_tables.pt +3 -0
- e43/akt/assist09/csN16-s1/train_info.json +1 -0
- e43/akt/assist09/csN16-s2/akt_tables.pt +3 -0
- e43/akt/assist09/csN16-s2/train_info.json +1 -0
- e43/akt/assist09/csN16-s3/akt_tables.pt +3 -0
- e43/akt/assist09/csN16-s3/train_info.json +1 -0
- e43/akt/assist09/csN16-s4/akt_tables.pt +3 -0
- e43/akt/assist09/csN16-s4/train_info.json +1 -0
e43/akt/algebra2005/csN16-s0/akt_tables.pt
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e43/akt/algebra2005/csN16-s0/train_info.json
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e43/akt/algebra2005/csN16-s1/akt_tables.pt
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e43/akt/algebra2005/csN16-s1/train_info.json
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e43/akt/algebra2005/csN16-s2/akt_tables.pt
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e43/akt/algebra2005/csN16-s2/train_info.json
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e43/akt/algebra2005/csN16-s3/akt_tables.pt
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e43/akt/algebra2005/csN16-s3/train_info.json
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e43/akt/algebra2005/csN16-s4/akt_tables.pt
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e43/akt/algebra2005/csN16-s4/train_info.json
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{"train_s": 5.2, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.629972247918594, "n_train_users": 13, "n_train_chunks": 119, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "cfg": {"model": "akt", "params": {"dataset_name": "assist2009", "model_name": "akt", "emb_type": "qid", "save_dir": "saved_model", "seed": 3407, "fold": 0, "dropout": 0.2, "d_model": 256, "d_ff": 512, "num_attn_heads": 8, "n_blocks": 4, "learning_rate": 0.0001, "use_wandb": 1, "add_uuid": 1}, "model_config": {"dropout": 0.2, "d_model": 256, "d_ff": 512, "num_attn_heads": 8, "n_blocks": 4}, "train_config": {"batch_size": 64, "num_epochs": 200, "optimizer": "adam", "seq_len": 200}, "emb_type": "qid", "learning_rate": 0.0001, "override": null, "optimizer": {"name": "adam", "weight_decay": 0.0}, "patience": 10, "min_delta": 0.001, "level": "concept"}, "users": [4, 60, 219, 252, 288, 310, 311, 318, 326, 346, 354, 358, 480], "val_users": [322, 349, 418]}
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e43/akt/algebra2005/csN32-s0/akt_tables.pt
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e43/akt/algebra2005/csN32-s0/train_info.json
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e43/akt/algebra2005/csN32-s1/akt_tables.pt
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e43/akt/algebra2005/csN32-s1/train_info.json
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{"train_s": 43.3, "epochs": 54, "best_epoch": 44, "dev_auc_pykt": 0.7229133899032982, "n_train_users": 26, "n_train_chunks": 197, "n_dev_chunks": 72, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "cfg": {"model": "akt", "params": {"dataset_name": "assist2009", "model_name": "akt", "emb_type": "qid", "save_dir": "saved_model", "seed": 3407, "fold": 0, "dropout": 0.2, "d_model": 256, "d_ff": 512, "num_attn_heads": 8, "n_blocks": 4, "learning_rate": 0.0001, "use_wandb": 1, "add_uuid": 1}, "model_config": {"dropout": 0.2, "d_model": 256, "d_ff": 512, "num_attn_heads": 8, "n_blocks": 4}, "train_config": {"batch_size": 64, "num_epochs": 200, "optimizer": "adam", "seq_len": 200}, "emb_type": "qid", "learning_rate": 0.0001, "override": null, "optimizer": {"name": "adam", "weight_decay": 0.0}, "patience": 10, "min_delta": 0.001, "level": "concept"}, "users": [1, 21, 50, 57, 76, 123, 136, 148, 150, 165, 176, 178, 199, 318, 356, 368, 369, 372, 375, 382, 398, 479, 501, 505, 509, 513], "val_users": [40, 126, 195, 222, 261, 475]}
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e43/akt/algebra2005/csN32-s2/akt_tables.pt
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e43/akt/algebra2005/csN32-s2/train_info.json
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e43/akt/algebra2005/csN32-s3/akt_tables.pt
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e43/akt/algebra2005/csN32-s4/akt_tables.pt
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e43/akt/algebra2005/csN64-s0/akt_tables.pt
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e43/akt/algebra2005/csN64-s1/akt_tables.pt
ADDED
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e43/akt/algebra2005/csN64-s2/akt_tables.pt
ADDED
|
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e43/akt/algebra2005/csN64-s3/akt_tables.pt
ADDED
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e43/akt/algebra2005/csN64-s4/akt_tables.pt
ADDED
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e43/akt/algebra2005/csN8-s0/akt_tables.pt
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e43/akt/algebra2005/csN8-s3/akt_tables.pt
ADDED
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e43/akt/algebra2005/csN8-s4/akt_tables.pt
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:4b3e7487bcf241445afc7bda41ee80914eb7647191762d2772c24971027843d8
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| 3 |
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size 325820
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e43/akt/assist09/csN16-s1/train_info.json
ADDED
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@@ -0,0 +1 @@
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| 1 |
+
{"train_s": 7.1, "epochs": 38, "best_epoch": 28, "dev_auc_pykt": 0.6299056135121709, "n_train_users": 13, "n_train_chunks": 18, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "cfg": {"model": "akt", "params": {"dataset_name": "assist2009", "model_name": "akt", "emb_type": "qid", "save_dir": "saved_model", "seed": 3407, "fold": 0, "dropout": 0.2, "d_model": 256, "d_ff": 512, "num_attn_heads": 8, "n_blocks": 4, "learning_rate": 0.0001, "use_wandb": 1, "add_uuid": 1}, "model_config": {"dropout": 0.2, "d_model": 256, "d_ff": 512, "num_attn_heads": 8, "n_blocks": 4}, "train_config": {"batch_size": 64, "num_epochs": 200, "optimizer": "adam", "seq_len": 200}, "emb_type": "qid", "learning_rate": 0.0001, "override": null, "optimizer": {"name": "adam", "weight_decay": 0.0}, "patience": 10, "min_delta": 0.001, "level": "concept"}, "users": [78039, 78974, 80234, 81225, 83194, 83647, 83942, 84901, 85693, 85723, 87129, 89938, 96297], "val_users": [79747, 89170, 91759]}
|
e43/akt/assist09/csN16-s2/akt_tables.pt
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:57dda763030c4634a5e0afd0ec639369352b1bcb71b433abc84b7c70057dd6ac
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| 3 |
+
size 325820
|
e43/akt/assist09/csN16-s2/train_info.json
ADDED
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@@ -0,0 +1 @@
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| 1 |
+
{"train_s": 6.5, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.6324110671936759, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "cfg": {"model": "akt", "params": {"dataset_name": "assist2009", "model_name": "akt", "emb_type": "qid", "save_dir": "saved_model", "seed": 3407, "fold": 0, "dropout": 0.2, "d_model": 256, "d_ff": 512, "num_attn_heads": 8, "n_blocks": 4, "learning_rate": 0.0001, "use_wandb": 1, "add_uuid": 1}, "model_config": {"dropout": 0.2, "d_model": 256, "d_ff": 512, "num_attn_heads": 8, "n_blocks": 4}, "train_config": {"batch_size": 64, "num_epochs": 200, "optimizer": "adam", "seq_len": 200}, "emb_type": "qid", "learning_rate": 0.0001, "override": null, "optimizer": {"name": "adam", "weight_decay": 0.0}, "patience": 10, "min_delta": 0.001, "level": "concept"}, "users": [77997, 78549, 84122, 84612, 84651, 84835, 85200, 86320, 88316, 89125, 90190, 92172, 96238], "val_users": [78833, 79501, 82690]}
|
e43/akt/assist09/csN16-s3/akt_tables.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:a96b4a00174545e961f1a85ba2e16a4a5b6c8cf0ca9738df3c6f8bde77b0b19f
|
| 3 |
+
size 325820
|
e43/akt/assist09/csN16-s3/train_info.json
ADDED
|
@@ -0,0 +1 @@
|
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|
|
|
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|
| 1 |
+
{"train_s": 4.5, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6954264250994256, "n_train_users": 13, "n_train_chunks": 16, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "cfg": {"model": "akt", "params": {"dataset_name": "assist2009", "model_name": "akt", "emb_type": "qid", "save_dir": "saved_model", "seed": 3407, "fold": 0, "dropout": 0.2, "d_model": 256, "d_ff": 512, "num_attn_heads": 8, "n_blocks": 4, "learning_rate": 0.0001, "use_wandb": 1, "add_uuid": 1}, "model_config": {"dropout": 0.2, "d_model": 256, "d_ff": 512, "num_attn_heads": 8, "n_blocks": 4}, "train_config": {"batch_size": 64, "num_epochs": 200, "optimizer": "adam", "seq_len": 200}, "emb_type": "qid", "learning_rate": 0.0001, "override": null, "optimizer": {"name": "adam", "weight_decay": 0.0}, "patience": 10, "min_delta": 0.001, "level": "concept"}, "users": [78178, 78958, 79962, 81096, 83257, 83355, 84039, 86722, 86729, 89114, 89485, 91470, 91615], "val_users": [79417, 80255, 81081]}
|
e43/akt/assist09/csN16-s4/akt_tables.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:78a6c43837c4e72ada26d061d5b829a70609362e21654357e9db84547df1a5cb
|
| 3 |
+
size 325820
|
e43/akt/assist09/csN16-s4/train_info.json
ADDED
|
@@ -0,0 +1 @@
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| 1 |
+
{"train_s": 3.3, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6127115885416666, "n_train_users": 13, "n_train_chunks": 15, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "cfg": {"model": "akt", "params": {"dataset_name": "assist2009", "model_name": "akt", "emb_type": "qid", "save_dir": "saved_model", "seed": 3407, "fold": 0, "dropout": 0.2, "d_model": 256, "d_ff": 512, "num_attn_heads": 8, "n_blocks": 4, "learning_rate": 0.0001, "use_wandb": 1, "add_uuid": 1}, "model_config": {"dropout": 0.2, "d_model": 256, "d_ff": 512, "num_attn_heads": 8, "n_blocks": 4}, "train_config": {"batch_size": 64, "num_epochs": 200, "optimizer": "adam", "seq_len": 200}, "emb_type": "qid", "learning_rate": 0.0001, "override": null, "optimizer": {"name": "adam", "weight_decay": 0.0}, "patience": 10, "min_delta": 0.001, "level": "concept"}, "users": [78542, 78551, 79061, 79148, 80121, 84339, 85714, 86734, 87055, 89199, 89548, 92103, 92355], "val_users": [84798, 88645, 96277]}
|