End of training

README.md

@@ -0,0 +1,111 @@
+---
+library_name: transformers
+license: mit
+base_model: gpt2
+tags:
+- generated_from_trainer
+model-index:
+- name: codeparrot-ds-small
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# codeparrot-ds-small
+
+This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 3.2919
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 0.0005
+- train_batch_size: 4
+- eval_batch_size: 4
+- seed: 42
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 8
+- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_steps: 100
+- num_epochs: 1
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss |
+|:-------------:|:-----:|:-----:|:---------------:|
+| 5.9286        | 0.02  | 500   | 5.7197          |
+| 5.2717        | 0.04  | 1000  | 5.1488          |
+| 4.9972        | 0.06  | 1500  | 4.8345          |
+| 4.8214        | 0.08  | 2000  | 4.6251          |
+| 4.6272        | 0.1   | 2500  | 4.4807          |
+| 4.5241        | 0.12  | 3000  | 4.3484          |
+| 4.405         | 0.14  | 3500  | 4.2483          |
+| 4.3189        | 0.16  | 4000  | 4.1680          |
+| 4.2596        | 0.18  | 4500  | 4.0914          |
+| 4.2569        | 0.2   | 5000  | 4.0341          |
+| 4.1614        | 0.22  | 5500  | 3.9615          |
+| 4.1073        | 0.24  | 6000  | 3.9112          |
+| 4.0892        | 0.26  | 6500  | 3.8685          |
+| 4.0151        | 0.28  | 7000  | 3.8277          |
+| 3.903         | 0.3   | 7500  | 3.7787          |
+| 3.9248        | 0.32  | 8000  | 3.7447          |
+| 3.8978        | 0.34  | 8500  | 3.7189          |
+| 3.9231        | 0.36  | 9000  | 3.6877          |
+| 3.8936        | 0.38  | 9500  | 3.6479          |
+| 3.7649        | 0.4   | 10000 | 3.6154          |
+| 3.8156        | 0.42  | 10500 | 3.6069          |
+| 3.7588        | 0.44  | 11000 | 3.5772          |
+| 3.7559        | 0.46  | 11500 | 3.5517          |
+| 3.814         | 0.48  | 12000 | 3.5230          |
+| 3.7384        | 0.5   | 12500 | 3.5065          |
+| 3.6827        | 0.52  | 13000 | 3.4807          |
+| 3.6679        | 0.54  | 13500 | 3.4585          |
+| 3.6838        | 0.56  | 14000 | 3.4419          |
+| 3.7154        | 0.58  | 14500 | 3.4313          |
+| 3.7117        | 0.6   | 15000 | 3.4156          |
+| 3.6065        | 0.62  | 15500 | 3.3990          |
+| 3.613         | 0.64  | 16000 | 3.3820          |
+| 3.5824        | 0.66  | 16500 | 3.3702          |
+| 3.6263        | 0.68  | 17000 | 3.3645          |
+| 3.6073        | 0.7   | 17500 | 3.3529          |
+| 3.587         | 0.72  | 18000 | 3.3419          |
+| 3.624         | 0.74  | 18500 | 3.3340          |
+| 3.583         | 0.76  | 19000 | 3.3273          |
+| 3.573         | 0.78  | 19500 | 3.3185          |
+| 3.5576        | 0.8   | 20000 | 3.3123          |
+| 3.5623        | 0.82  | 20500 | 3.3103          |
+| 3.5955        | 0.84  | 21000 | 3.3053          |
+| 3.5947        | 0.86  | 21500 | 3.3015          |
+| 3.5258        | 0.88  | 22000 | 3.2989          |
+| 3.5985        | 0.9   | 22500 | 3.2962          |
+| 3.5723        | 0.92  | 23000 | 3.2938          |
+| 3.5863        | 0.94  | 23500 | 3.2927          |
+| 3.5378        | 0.96  | 24000 | 3.2921          |
+| 3.4952        | 0.98  | 24500 | 3.2919          |
+| 3.5357        | 1.0   | 25000 | 3.2919          |
+
+
+### Framework versions
+
+- Transformers 4.51.3
+- Pytorch 2.5.1
+- Datasets 2.19.1
+- Tokenizers 0.21.1

config.json

@@ -0,0 +1,38 @@
+{
+  "activation_function": "gelu_new",
+  "architectures": [
+    "GPT2LMHeadModel"
+  ],
+  "attn_pdrop": 0.1,
+  "bos_token_id": 0,
+  "embd_pdrop": 0.1,
+  "eos_token_id": 0,
+  "initializer_range": 0.02,
+  "layer_norm_epsilon": 1e-05,
+  "model_type": "gpt2",
+  "n_ctx": 128,
+  "n_embd": 128,
+  "n_head": 2,
+  "n_inner": null,
+  "n_layer": 2,
+  "n_positions": 1024,
+  "reorder_and_upcast_attn": false,
+  "resid_pdrop": 0.1,
+  "scale_attn_by_inverse_layer_idx": false,
+  "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": "4.51.3",
+  "use_cache": true,
+  "vocab_size": 50000
+}

generation_config.json

@@ -0,0 +1,6 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 0,
+  "eos_token_id": 0,
+  "transformers_version": "4.51.3"
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a5c5b61f4c08839a453c958fd8c27c6863e2e6a2b769dd532fc0151f07fa0ff4
+size 27714192

runs/May22_23-56-58_Josh/events.out.tfevents.1747929421.Josh.35452.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7f5c07a7a3a845c4529399d3552139af9357c94f0a6d594fe250062420a470ff
+size 5804

runs/May23_00-11-11_Josh/events.out.tfevents.1747930272.Josh.41112.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8fbfe714d66aed8bc5d214920766eaa4f634cb0e47746f12788849a1e868d219
+size 14452

runs/May23_09-40-38_Josh/events.out.tfevents.1747964441.Josh.13972.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9283543d28acb6dd91fd78e62ce246162b4c2327c10907ce26c2fe72e97f8399
+size 72268

special_tokens_map.json

@@ -0,0 +1,24 @@
+{
+  "bos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "<|endoftext|>",
+  "unk_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

@@ -0,0 +1,21 @@
+{
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<|endoftext|>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|endoftext|>",
+  "extra_special_tokens": {},
+  "model_max_length": 1024,
+  "pad_token": "<|endoftext|>",
+  "tokenizer_class": "GPT2Tokenizer",
+  "unk_token": "<|endoftext|>"
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:67e26c5e33c39958c688fdd898e92e74819bd42831eff4a7dc27809336a8abd6
+size 5304