Toflamus/Finetuned_with_eval

README.md

@@ -0,0 +1,77 @@
+---
+license: mit
+base_model: Toflamus/GPT-2_para3M
+tags:
+- generated_from_trainer
+model-index:
+- name: Output
+  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. -->
+
+# Output
+
+This model is a fine-tuned version of [Toflamus/GPT-2_para3M](https://huggingface.co/Toflamus/GPT-2_para3M) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 5.9785
+
+## 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: 2e-05
+- train_batch_size: 16
+- eval_batch_size: 16
+- seed: 42
+- gradient_accumulation_steps: 8
+- total_train_batch_size: 128
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_steps: 100
+- num_epochs: 5
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 7.6797        | 0.27  | 100  | 7.0355          |
+| 6.9842        | 0.55  | 200  | 6.6754          |
+| 6.7517        | 0.82  | 300  | 6.5074          |
+| 6.6145        | 1.09  | 400  | 6.3942          |
+| 6.5294        | 1.37  | 500  | 6.3043          |
+| 6.4228        | 1.64  | 600  | 6.2332          |
+| 6.3582        | 1.91  | 700  | 6.1772          |
+| 6.3           | 2.19  | 800  | 6.1279          |
+| 6.2841        | 2.46  | 900  | 6.0878          |
+| 6.2103        | 2.73  | 1000 | 6.0572          |
+| 6.1908        | 3.01  | 1100 | 6.0325          |
+| 6.1733        | 3.28  | 1200 | 6.0132          |
+| 6.1383        | 3.55  | 1300 | 5.9991          |
+| 6.149         | 3.83  | 1400 | 5.9901          |
+| 6.1383        | 4.1   | 1500 | 5.9836          |
+| 6.1155        | 4.37  | 1600 | 5.9800          |
+| 6.1275        | 4.65  | 1700 | 5.9788          |
+| 6.1257        | 4.92  | 1800 | 5.9785          |
+
+
+### Framework versions
+
+- Transformers 4.32.0
+- Pytorch 2.0.1+cu117
+- Datasets 2.14.4
+- Tokenizers 0.13.2

config.json

@@ -0,0 +1,39 @@
+{
+  "_name_or_path": "Toflamus/GPT-2_para3M",
+  "activation_function": "gelu_new",
+  "architectures": [
+    "GPT2LMHeadModel"
+  ],
+  "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": 128,
+  "n_embd": 64,
+  "n_head": 8,
+  "n_inner": null,
+  "n_layer": 6,
+  "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": "4.32.0",
+  "use_cache": true,
+  "vocab_size": 50257
+}

generation_config.json

@@ -0,0 +1,6 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 50256,
+  "eos_token_id": 50256,
+  "transformers_version": "4.32.0"
+}

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3dcadb1686fc04d81957f258f32544776c2ad265e7ba6998712d6cbc13f3cfc5
+size 14352341

special_tokens_map.json

@@ -0,0 +1,6 @@
+{
+  "bos_token": "<|endoftext|>",
+  "eos_token": "<|endoftext|>",
+  "pad_token": "<|endoftext|>",
+  "unk_token": "<|endoftext|>"
+}

tokenizer_config.json

@@ -0,0 +1,34 @@
+{
+  "add_bos_token": false,
+  "add_prefix_space": false,
+  "bos_token": {
+    "__type": "AddedToken",
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "clean_up_tokenization_spaces": true,
+  "eos_token": {
+    "__type": "AddedToken",
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "errors": "replace",
+  "model_max_length": 512,
+  "pad_token": null,
+  "padding_side": "right",
+  "tokenizer_class": "GPT2Tokenizer",
+  "unk_token": {
+    "__type": "AddedToken",
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

trainer_state.json

@@ -0,0 +1,18 @@
+{
+  "best_metric": null,
+  "best_model_checkpoint": null,
+  "epoch": null,
+  "eval_steps": 500,
+  "global_step": 0,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [],
+  "logging_steps": 500,
+  "max_steps": 0,
+  "num_train_epochs": 0,
+  "save_steps": 500,
+  "total_flos": 0,
+  "trial_name": null,
+  "trial_params": null
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:61124a0f181e508efdd6b77eb5cb7c41fbc9eda26ff2962403f24d52dea52946
+size 4091