Training in progress, step 60, checkpoint

checkpoint-60/config.json

@@ -0,0 +1,28 @@
+{
+  "_remove_final_layer_norm": false,
+  "activation_function": "relu",
+  "architectures": [
+    "OPTForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 2,
+  "do_layer_norm_before": true,
+  "dropout": 0.1,
+  "enable_bias": true,
+  "eos_token_id": 2,
+  "ffn_dim": 768,
+  "hidden_size": 768,
+  "init_std": 0.02,
+  "layer_norm_elementwise_affine": true,
+  "layerdrop": 0.0,
+  "max_position_embeddings": 512,
+  "model_type": "opt",
+  "num_attention_heads": 8,
+  "num_hidden_layers": 8,
+  "pad_token_id": 1,
+  "torch_dtype": "float32",
+  "transformers_version": "4.33.3",
+  "use_cache": true,
+  "vocab_size": 50002,
+  "word_embed_proj_dim": 768
+}

checkpoint-60/generation_config.json

@@ -0,0 +1,7 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 2,
+  "eos_token_id": 2,
+  "pad_token_id": 1,
+  "transformers_version": "4.33.3"
+}

checkpoint-60/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc5e7ab3d17d91ac0a5361b4ff949cd0d7a553b6a4ff7053e9f0ac2e75d52c8e
+size 537476677

checkpoint-60/pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:570c80bdf2ce4e29833c9d9e58e776f97095f2761633b5446fd8f404ccda8c97
+size 268727709

checkpoint-60/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:176b832aecbf30c002ca5ae6c3d46f9ff9bfd3459ab1aaaa8a5c57244cc05dac
+size 14575

checkpoint-60/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d6586ee7fffc6959754dfeac135b8e200e8a9fc3c3a704d03bce6b32515d00c
+size 627

checkpoint-60/special_tokens_map.json

@@ -0,0 +1,5 @@
+{
+  "eos_token": "<eos>",
+  "pad_token": "<pad>",
+  "unk_token": "<unk>"
+}

checkpoint-60/tokenizer_config.json

@@ -0,0 +1,12 @@
+{
+  "clean_up_tokenization_spaces": true,
+  "eos_token": "<eos>",
+  "max_length": null,
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_to_multiple_of": null,
+  "pad_token": "<pad>",
+  "pad_token_type_id": 0,
+  "padding_side": "right",
+  "tokenizer_class": "PreTrainedTokenizerFast",
+  "unk_token": "<unk>"
+}

checkpoint-60/trainer_state.json

@@ -0,0 +1,103 @@
+{
+  "best_metric": 7.663424968719482,
+  "best_model_checkpoint": "/mmfs1/gscratch/stf/abhinavp/corpus-filtering/lm-training/src/outputs/2023-11-15/09-23-00/checkpoints/checkpoint-60",
+  "epoch": 0.48,
+  "eval_steps": 10,
+  "global_step": 60,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.08,
+      "learning_rate": 4.866666666666667e-05,
+      "loss": 9.9717,
+      "step": 10
+    },
+    {
+      "epoch": 0.08,
+      "eval_loss": 9.324381828308105,
+      "eval_runtime": 2.0042,
+      "eval_samples_per_second": 498.949,
+      "eval_steps_per_second": 62.369,
+      "step": 10
+    },
+    {
+      "epoch": 0.16,
+      "learning_rate": 4.7333333333333336e-05,
+      "loss": 9.1002,
+      "step": 20
+    },
+    {
+      "epoch": 0.16,
+      "eval_loss": 8.892333984375,
+      "eval_runtime": 1.9424,
+      "eval_samples_per_second": 514.829,
+      "eval_steps_per_second": 64.354,
+      "step": 20
+    },
+    {
+      "epoch": 0.24,
+      "learning_rate": 4.600000000000001e-05,
+      "loss": 8.7625,
+      "step": 30
+    },
+    {
+      "epoch": 0.24,
+      "eval_loss": 8.54922103881836,
+      "eval_runtime": 1.9052,
+      "eval_samples_per_second": 524.878,
+      "eval_steps_per_second": 65.61,
+      "step": 30
+    },
+    {
+      "epoch": 0.32,
+      "learning_rate": 4.466666666666667e-05,
+      "loss": 8.4987,
+      "step": 40
+    },
+    {
+      "epoch": 0.32,
+      "eval_loss": 8.234408378601074,
+      "eval_runtime": 2.0895,
+      "eval_samples_per_second": 478.585,
+      "eval_steps_per_second": 59.823,
+      "step": 40
+    },
+    {
+      "epoch": 0.4,
+      "learning_rate": 4.3333333333333334e-05,
+      "loss": 8.2485,
+      "step": 50
+    },
+    {
+      "epoch": 0.4,
+      "eval_loss": 7.941398620605469,
+      "eval_runtime": 2.1108,
+      "eval_samples_per_second": 473.76,
+      "eval_steps_per_second": 59.22,
+      "step": 50
+    },
+    {
+      "epoch": 0.48,
+      "learning_rate": 4.2e-05,
+      "loss": 8.0802,
+      "step": 60
+    },
+    {
+      "epoch": 0.48,
+      "eval_loss": 7.663424968719482,
+      "eval_runtime": 1.991,
+      "eval_samples_per_second": 502.251,
+      "eval_steps_per_second": 62.781,
+      "step": 60
+    }
+  ],
+  "logging_steps": 10,
+  "max_steps": 375,
+  "num_train_epochs": 3,
+  "save_steps": 10,
+  "total_flos": 7109521735680.0,
+  "trial_name": null,
+  "trial_params": null
+}

checkpoint-60/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:343123aa056dacb81bf4aba5d1ee827cb26f5e4dd6a565a320e1d7e0430ea370
+size 4155