Training in progress, step 20500, checkpoint

checkpoint-20500/config.json

@@ -0,0 +1,32 @@
+{
+  "architectures": [
+    "LongelmForMaskedLMWithEdgePrediction"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "block_size": 8,
+  "bos_token_id": 1,
+  "classifier_dropout": null,
+  "eos_token_id": 2,
+  "ep_add_linear_projection": true,
+  "global_memory_size": 1,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "layer_norm_eps": 1e-12,
+  "max_blocks": 200,
+  "max_position_embeddings": 1805,
+  "max_relative_position_embeddings": 8,
+  "model_type": "longelm",
+  "node_size": 1,
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 3,
+  "position_embedding_type": "mixed",
+  "torch_dtype": "float32",
+  "transformers_version": "4.34.1",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 50265
+}

checkpoint-20500/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac8557176c45b21a0febdcadbe802d8c08ef9af3f193baba885ce930480d7cc3
+size 1010435066

checkpoint-20500/pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb84f4af0e2ee0e6ac09fa2a6eb6c0e704e83e259c19f5f9bb19d8c9de665d15
+size 505200682

checkpoint-20500/rng_state_0.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c12e69b3824b20fe5a334e05634fd36cb47d8c137e44e5d50f28268e986ad7f2
+size 15984

checkpoint-20500/rng_state_1.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3af152cbc6cc154f7dfb668c79d370b298faf1bf79329142f3c2eb7463e73a8
+size 15984

checkpoint-20500/rng_state_2.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c04e5e6f651d643a00bef2416529b63563a032f24cbddce235be5b3a525c51c
+size 15984

checkpoint-20500/rng_state_3.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b676565b07fb018c3194acf9e6f21f08ac69a57a6f334d40187dd574d7e3ad78
+size 15984

checkpoint-20500/rng_state_4.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6476ffff3d3c4d7605a2948871bd4b079947babd2819b2586ce4737eff90ed86
+size 15984

checkpoint-20500/rng_state_5.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05a76401803ed73c8449041d48b772920abac0328c940474caf3020d5477a444
+size 15984

checkpoint-20500/rng_state_6.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:494829b24fbbf8125045fe5282d0ebee5de00be882f889fb76974231199bb284
+size 15984

checkpoint-20500/rng_state_7.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fcf9febded7347c38aebdfa26d09295e68ce0d6528da3be9055ebdc03c6a6865
+size 15984

checkpoint-20500/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:229048dd50a984dbca03d04372659bdda677995f25e7a74d659ffc84340076b6
+size 1064

checkpoint-20500/special_tokens_map.json

@@ -0,0 +1,37 @@
+{
+  "cls_token": {
+    "content": "[CLS]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "mask_token": {
+    "content": "[MASK]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "[PAD]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "sep_token": {
+    "content": "[SEP]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "[UNK]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

checkpoint-20500/tokenizer_config.json

@@ -0,0 +1,60 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "3": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "4": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "30522": {
+      "content": "<INST>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    }
+  },
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "tokenizer_class": "LongelmTokenizer",
+  "unk_token": "[UNK]"
+}

checkpoint-20500/trainer_state.json

@@ -0,0 +1,347 @@
+{
+  "best_metric": null,
+  "best_model_checkpoint": null,
+  "epoch": 1.5761568401326222,
+  "eval_steps": 500,
+  "global_step": 20500,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "ep_loss": 4.4238,
+      "epoch": 0.04,
+      "learning_rate": 2.5e-05,
+      "loss": 11.1467,
+      "mlm_loss": 6.7229,
+      "step": 500
+    },
+    {
+      "ep_loss": 0.4305,
+      "epoch": 0.08,
+      "learning_rate": 5e-05,
+      "loss": 2.9841,
+      "mlm_loss": 2.5537,
+      "step": 1000
+    },
+    {
+      "ep_loss": 0.3724,
+      "epoch": 0.12,
+      "learning_rate": 7.5e-05,
+      "loss": 2.2371,
+      "mlm_loss": 1.8647,
+      "step": 1500
+    },
+    {
+      "ep_loss": 0.364,
+      "epoch": 0.15,
+      "learning_rate": 0.0001,
+      "loss": 1.8477,
+      "mlm_loss": 1.4837,
+      "step": 2000
+    },
+    {
+      "ep_loss": 0.3678,
+      "epoch": 0.19,
+      "learning_rate": 0.00012495,
+      "loss": 1.5215,
+      "mlm_loss": 1.1538,
+      "step": 2500
+    },
+    {
+      "ep_loss": 0.3617,
+      "epoch": 0.23,
+      "learning_rate": 0.00014995,
+      "loss": 1.4119,
+      "mlm_loss": 1.0501,
+      "step": 3000
+    },
+    {
+      "ep_loss": 0.3336,
+      "epoch": 0.27,
+      "learning_rate": 0.0001749,
+      "loss": 1.3027,
+      "mlm_loss": 0.9691,
+      "step": 3500
+    },
+    {
+      "ep_loss": 0.3348,
+      "epoch": 0.31,
+      "learning_rate": 0.0001999,
+      "loss": 1.2441,
+      "mlm_loss": 0.9093,
+      "step": 4000
+    },
+    {
+      "ep_loss": 0.3348,
+      "epoch": 0.35,
+      "learning_rate": 0.0002249,
+      "loss": 1.1942,
+      "mlm_loss": 0.8594,
+      "step": 4500
+    },
+    {
+      "ep_loss": 0.3331,
+      "epoch": 0.38,
+      "learning_rate": 0.0002499,
+      "loss": 1.1466,
+      "mlm_loss": 0.8135,
+      "step": 5000
+    },
+    {
+      "ep_loss": 0.3268,
+      "epoch": 0.42,
+      "learning_rate": 0.00027489999999999996,
+      "loss": 1.1067,
+      "mlm_loss": 0.7799,
+      "step": 5500
+    },
+    {
+      "ep_loss": 0.3378,
+      "epoch": 0.46,
+      "learning_rate": 0.00029985,
+      "loss": 1.1007,
+      "mlm_loss": 0.7629,
+      "step": 6000
+    },
+    {
+      "ep_loss": 0.3033,
+      "epoch": 0.5,
+      "learning_rate": 0.00032485,
+      "loss": 1.028,
+      "mlm_loss": 0.7246,
+      "step": 6500
+    },
+    {
+      "ep_loss": 0.2848,
+      "epoch": 0.54,
+      "learning_rate": 0.00034985,
+      "loss": 0.9833,
+      "mlm_loss": 0.6985,
+      "step": 7000
+    },
+    {
+      "ep_loss": 0.316,
+      "epoch": 0.58,
+      "learning_rate": 0.00037485000000000003,
+      "loss": 1.0235,
+      "mlm_loss": 0.7076,
+      "step": 7500
+    },
+    {
+      "ep_loss": 0.2885,
+      "epoch": 0.62,
+      "learning_rate": 0.00039975,
+      "loss": 0.9673,
+      "mlm_loss": 0.6789,
+      "step": 8000
+    },
+    {
+      "ep_loss": 0.274,
+      "epoch": 0.65,
+      "learning_rate": 0.00042475000000000005,
+      "loss": 0.9266,
+      "mlm_loss": 0.6525,
+      "step": 8500
+    },
+    {
+      "ep_loss": 0.3008,
+      "epoch": 0.69,
+      "learning_rate": 0.0004497,
+      "loss": 0.9646,
+      "mlm_loss": 0.6638,
+      "step": 9000
+    },
+    {
+      "ep_loss": 0.2843,
+      "epoch": 0.73,
+      "learning_rate": 0.00047470000000000005,
+      "loss": 0.9349,
+      "mlm_loss": 0.6506,
+      "step": 9500
+    },
+    {
+      "ep_loss": 0.2693,
+      "epoch": 0.77,
+      "learning_rate": 0.0004997,
+      "loss": 0.8901,
+      "mlm_loss": 0.6208,
+      "step": 10000
+    },
+    {
+      "ep_loss": 0.2655,
+      "epoch": 0.81,
+      "learning_rate": 0.0004995159140796489,
+      "loss": 0.8783,
+      "mlm_loss": 0.6128,
+      "step": 10500
+    },
+    {
+      "ep_loss": 0.2711,
+      "epoch": 0.85,
+      "learning_rate": 0.0004990269285042333,
+      "loss": 0.8794,
+      "mlm_loss": 0.6083,
+      "step": 11000
+    },
+    {
+      "ep_loss": 0.2579,
+      "epoch": 0.88,
+      "learning_rate": 0.000498536962997805,
+      "loss": 0.8489,
+      "mlm_loss": 0.591,
+      "step": 11500
+    },
+    {
+      "ep_loss": 0.2607,
+      "epoch": 0.92,
+      "learning_rate": 0.0004980469974913766,
+      "loss": 0.8504,
+      "mlm_loss": 0.5898,
+      "step": 12000
+    },
+    {
+      "ep_loss": 0.2585,
+      "epoch": 0.96,
+      "learning_rate": 0.0004975570319849483,
+      "loss": 0.8338,
+      "mlm_loss": 0.5753,
+      "step": 12500
+    },
+    {
+      "ep_loss": 0.2584,
+      "epoch": 1.0,
+      "learning_rate": 0.0004970670664785199,
+      "loss": 0.8287,
+      "mlm_loss": 0.5703,
+      "step": 13000
+    },
+    {
+      "ep_loss": 0.2511,
+      "epoch": 1.04,
+      "learning_rate": 0.0004965771009720916,
+      "loss": 0.8047,
+      "mlm_loss": 0.5536,
+      "step": 13500
+    },
+    {
+      "ep_loss": 0.2476,
+      "epoch": 1.08,
+      "learning_rate": 0.0004960871354656633,
+      "loss": 0.7952,
+      "mlm_loss": 0.5476,
+      "step": 14000
+    },
+    {
+      "ep_loss": 0.2482,
+      "epoch": 1.11,
+      "learning_rate": 0.0004955971699592349,
+      "loss": 0.7894,
+      "mlm_loss": 0.5412,
+      "step": 14500
+    },
+    {
+      "ep_loss": 0.2424,
+      "epoch": 1.15,
+      "learning_rate": 0.0004951072044528065,
+      "loss": 0.7744,
+      "mlm_loss": 0.5321,
+      "step": 15000
+    },
+    {
+      "ep_loss": 0.2462,
+      "epoch": 1.19,
+      "learning_rate": 0.0004946182188773911,
+      "loss": 0.7849,
+      "mlm_loss": 0.5386,
+      "step": 15500
+    },
+    {
+      "ep_loss": 0.235,
+      "epoch": 1.23,
+      "learning_rate": 0.0004941282533709627,
+      "loss": 0.7563,
+      "mlm_loss": 0.5213,
+      "step": 16000
+    },
+    {
+      "ep_loss": 0.2354,
+      "epoch": 1.27,
+      "learning_rate": 0.0004936382878645343,
+      "loss": 0.7513,
+      "mlm_loss": 0.5159,
+      "step": 16500
+    },
+    {
+      "ep_loss": 0.2336,
+      "epoch": 1.31,
+      "learning_rate": 0.0004931493022891189,
+      "loss": 0.7454,
+      "mlm_loss": 0.5118,
+      "step": 17000
+    },
+    {
+      "ep_loss": 0.233,
+      "epoch": 1.35,
+      "learning_rate": 0.0004926603167137033,
+      "loss": 0.7403,
+      "mlm_loss": 0.5073,
+      "step": 17500
+    },
+    {
+      "ep_loss": 0.2345,
+      "epoch": 1.38,
+      "learning_rate": 0.0004921713311382879,
+      "loss": 0.7399,
+      "mlm_loss": 0.5054,
+      "step": 18000
+    },
+    {
+      "ep_loss": 0.2258,
+      "epoch": 1.42,
+      "learning_rate": 0.0004916823455628724,
+      "loss": 0.7183,
+      "mlm_loss": 0.4925,
+      "step": 18500
+    },
+    {
+      "ep_loss": 0.235,
+      "epoch": 1.46,
+      "learning_rate": 0.0004911962997804954,
+      "loss": 0.7247,
+      "mlm_loss": 0.4897,
+      "step": 19000
+    },
+    {
+      "ep_loss": 0.2446,
+      "epoch": 1.5,
+      "learning_rate": 0.0004907082941360928,
+      "loss": 0.7579,
+      "mlm_loss": 0.5133,
+      "step": 19500
+    },
+    {
+      "ep_loss": 0.2295,
+      "epoch": 1.54,
+      "learning_rate": 0.0004902183286296644,
+      "loss": 0.7203,
+      "mlm_loss": 0.4908,
+      "step": 20000
+    },
+    {
+      "ep_loss": 0.2332,
+      "epoch": 1.58,
+      "learning_rate": 0.0004897283631232362,
+      "loss": 0.739,
+      "mlm_loss": 0.5058,
+      "step": 20500
+    }
+  ],
+  "logging_steps": 500,
+  "max_steps": 520240,
+  "num_train_epochs": 40,
+  "save_steps": 500,
+  "total_flos": 1.957375407497937e+19,
+  "trial_name": null,
+  "trial_params": null
+}

checkpoint-20500/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:78920f4f7d959f245bdcfc00e0d47783129e6ea1ccd079d671560ceee8b26911
+size 4664