Training in progress, step 15

checkpoint-15/config.json

@@ -0,0 +1,39 @@
+{
+  "_name_or_path": "codeparrot/codeparrot-small",
+  "activation_function": "gelu_new",
+  "architectures": [
+    "GPT2LMAndValueHeadModel"
+  ],
+  "attn_pdrop": 0.1,
+  "bos_token_id": 50256,
+  "embd_pdrop": 0.1,
+  "eos_token_id": 50256,
+  "initializer_range": 0.02,
+  "layer_norm_epsilon": 1e-05,
+  "model_type": "gpt2",
+  "n_ctx": 1024,
+  "n_embd": 768,
+  "n_head": 12,
+  "n_inner": null,
+  "n_layer": 12,
+  "n_positions": 1024,
+  "reorder_and_upcast_attn": true,
+  "resid_pdrop": 0.1,
+  "scale_attn_by_inverse_layer_idx": true,
+  "scale_attn_weights": true,
+  "summary_activation": null,
+  "summary_first_dropout": 0.1,
+  "summary_proj_to_labels": true,
+  "summary_type": "cls_index",
+  "summary_use_proj": true,
+  "task_specific_params": {
+    "text-generation": {
+      "do_sample": true,
+      "max_length": 50
+    }
+  },
+  "torch_dtype": "float32",
+  "transformers_version": "4.17.0",
+  "use_cache": true,
+  "vocab_size": 32768
+}

checkpoint-15/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:514edabb10345b2d1b1d051d6f7091da430f492a0a3d0950fa4bd354cc5f387e
+size 888151409

checkpoint-15/pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c4a7e6ceaa14df32fb38c10e5c4fc0faf34e0b1a9451b107db0bf745ac01bff3
+size 456678185

checkpoint-15/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:53f6278e8cf30d5a8bfe06cf1b22a0dc1566a4daaafb7e82555541e106208dc6
+size 14503

checkpoint-15/scaler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9710a7836a66af108733f1a9f757376549f3c327b3a005d353e6632c4db7589e
+size 559

checkpoint-15/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2efb199befab6b44f980319a6267ca023604bd3ae17d79458ccf904c1c09045a
+size 623

checkpoint-15/special_tokens_map.json

@@ -0,0 +1 @@
+{"bos_token": "<|endoftext|>", "eos_token": "<|endoftext|>", "unk_token": "<|endoftext|>", "pad_token": "<|endoftext|>"}

checkpoint-15/tokenizer_config.json

@@ -0,0 +1 @@
+{"unk_token": "<|endoftext|>", "bos_token": "<|endoftext|>", "eos_token": "<|endoftext|>", "add_prefix_space": false, "model_max_length": 1024, "special_tokens_map_file": null, "name_or_path": "codeparrot/codeparrot-small", "tokenizer_class": "GPT2Tokenizer"}

checkpoint-15/trainer_state.json

@@ -0,0 +1,121 @@
+{
+  "best_metric": null,
+  "best_model_checkpoint": null,
+  "epoch": 1.0,
+  "global_step": 15,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.07,
+      "learning_rate": 0.0005,
+      "loss": 10.5545,
+      "theoretical_loss": 20.841284642178216,
+      "tokens_seen": 65536
+    },
+    {
+      "epoch": 0.13,
+      "learning_rate": 0.00046428571428571433,
+      "loss": 10.5833,
+      "theoretical_loss": 17.59466794495971,
+      "tokens_seen": 131072
+    },
+    {
+      "epoch": 0.2,
+      "learning_rate": 0.00042857142857142855,
+      "loss": 9.0487,
+      "theoretical_loss": 15.967943933467634,
+      "tokens_seen": 196608
+    },
+    {
+      "epoch": 0.27,
+      "learning_rate": 0.0003928571428571429,
+      "loss": 8.6045,
+      "theoretical_loss": 14.920783596619636,
+      "tokens_seen": 262144
+    },
+    {
+      "epoch": 0.33,
+      "learning_rate": 0.00035714285714285714,
+      "loss": 8.612,
+      "theoretical_loss": 14.164683778394041,
+      "tokens_seen": 327680
+    },
+    {
+      "epoch": 0.4,
+      "learning_rate": 0.00032142857142857147,
+      "loss": 8.0149,
+      "theoretical_loss": 13.581028313181289,
+      "tokens_seen": 393216
+    },
+    {
+      "epoch": 0.47,
+      "learning_rate": 0.0002857142857142857,
+      "loss": 8.0364,
+      "theoretical_loss": 13.110275842032255,
+      "tokens_seen": 458752
+    },
+    {
+      "epoch": 0.53,
+      "learning_rate": 0.00025,
+      "loss": 7.6606,
+      "theoretical_loss": 12.71859646611439,
+      "tokens_seen": 524288
+    },
+    {
+      "epoch": 0.6,
+      "learning_rate": 0.00021428571428571427,
+      "loss": 7.5729,
+      "theoretical_loss": 12.38505930450469,
+      "tokens_seen": 589824
+    },
+    {
+      "epoch": 0.67,
+      "learning_rate": 0.00017857142857142857,
+      "loss": 7.5104,
+      "theoretical_loss": 12.095879447666144,
+      "tokens_seen": 655360
+    },
+    {
+      "epoch": 0.73,
+      "learning_rate": 0.00014285714285714284,
+      "loss": 7.3193,
+      "theoretical_loss": 11.841533071732742,
+      "tokens_seen": 720896
+    },
+    {
+      "epoch": 0.8,
+      "learning_rate": 0.00010714285714285714,
+      "loss": 6.9659,
+      "theoretical_loss": 11.615186049337796,
+      "tokens_seen": 786432
+    },
+    {
+      "epoch": 0.87,
+      "learning_rate": 7.142857142857142e-05,
+      "loss": 6.9517,
+      "theoretical_loss": 11.411780980817854,
+      "tokens_seen": 851968
+    },
+    {
+      "epoch": 0.93,
+      "learning_rate": 3.571428571428571e-05,
+      "loss": 7.641,
+      "theoretical_loss": 11.227478542742938,
+      "tokens_seen": 917504
+    },
+    {
+      "epoch": 1.0,
+      "learning_rate": 0.0,
+      "loss": 7.5328,
+      "theoretical_loss": 11.059300758608979,
+      "tokens_seen": 983040
+    }
+  ],
+  "max_steps": 15,
+  "num_train_epochs": 9223372036854775807,
+  "total_flos": 501680701440000.0,
+  "trial_name": null,
+  "trial_params": null
+}

checkpoint-15/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a34744d720995e937e6f88654fd722891f574db162e25b56a6b9fa429b1c293
+size 3055

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:207898354a8e24dacd6ad648a2c48269a9c6125bbf92564903e6da6e1ba9334e
+oid sha256:c4a7e6ceaa14df32fb38c10e5c4fc0faf34e0b1a9451b107db0bf745ac01bff3
 size 456678185