End of training

README.md

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+---
+license: apache-2.0
+base_model: samhitmantrala/ckt2
+tags:
+- generated_from_trainer
+model-index:
+- name: ckt3
+  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. -->
+
+# ckt3
+
+This model is a fine-tuned version of [samhitmantrala/ckt2](https://huggingface.co/samhitmantrala/ckt2) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.3129
+
+## 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: 32
+- eval_batch_size: 32
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 50
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| No log        | 1.0   | 1    | 0.6850          |
+| No log        | 2.0   | 2    | 0.6271          |
+| No log        | 3.0   | 3    | 0.5934          |
+| No log        | 4.0   | 4    | 0.5708          |
+| No log        | 5.0   | 5    | 0.5513          |
+| No log        | 6.0   | 6    | 0.5337          |
+| No log        | 7.0   | 7    | 0.5165          |
+| No log        | 8.0   | 8    | 0.5004          |
+| No log        | 9.0   | 9    | 0.4860          |
+| No log        | 10.0  | 10   | 0.4734          |
+| No log        | 11.0  | 11   | 0.4634          |
+| No log        | 12.0  | 12   | 0.4543          |
+| No log        | 13.0  | 13   | 0.4460          |
+| No log        | 14.0  | 14   | 0.4381          |
+| No log        | 15.0  | 15   | 0.4299          |
+| No log        | 16.0  | 16   | 0.4220          |
+| No log        | 17.0  | 17   | 0.4141          |
+| No log        | 18.0  | 18   | 0.4068          |
+| No log        | 19.0  | 19   | 0.4000          |
+| No log        | 20.0  | 20   | 0.3933          |
+| No log        | 21.0  | 21   | 0.3871          |
+| No log        | 22.0  | 22   | 0.3817          |
+| No log        | 23.0  | 23   | 0.3766          |
+| No log        | 24.0  | 24   | 0.3718          |
+| No log        | 25.0  | 25   | 0.3672          |
+| No log        | 26.0  | 26   | 0.3625          |
+| No log        | 27.0  | 27   | 0.3581          |
+| No log        | 28.0  | 28   | 0.3537          |
+| No log        | 29.0  | 29   | 0.3493          |
+| No log        | 30.0  | 30   | 0.3453          |
+| No log        | 31.0  | 31   | 0.3414          |
+| No log        | 32.0  | 32   | 0.3380          |
+| No log        | 33.0  | 33   | 0.3348          |
+| No log        | 34.0  | 34   | 0.3317          |
+| No log        | 35.0  | 35   | 0.3288          |
+| No log        | 36.0  | 36   | 0.3262          |
+| No log        | 37.0  | 37   | 0.3241          |
+| No log        | 38.0  | 38   | 0.3221          |
+| No log        | 39.0  | 39   | 0.3205          |
+| No log        | 40.0  | 40   | 0.3191          |
+| No log        | 41.0  | 41   | 0.3179          |
+| No log        | 42.0  | 42   | 0.3167          |
+| No log        | 43.0  | 43   | 0.3158          |
+| No log        | 44.0  | 44   | 0.3150          |
+| No log        | 45.0  | 45   | 0.3143          |
+| No log        | 46.0  | 46   | 0.3138          |
+| No log        | 47.0  | 47   | 0.3134          |
+| No log        | 48.0  | 48   | 0.3132          |
+| No log        | 49.0  | 49   | 0.3130          |
+| No log        | 50.0  | 50   | 0.3129          |
+
+
+### Framework versions
+
+- Transformers 4.38.2
+- Pytorch 2.2.1+cu121
+- Datasets 2.18.0
+- Tokenizers 0.15.2

config.json

@@ -0,0 +1,46 @@
+{
+  "_name_or_path": "samhitmantrala/ckt2",
+  "_num_labels": 1,
+  "activation_function": "gelu_new",
+  "architectures": [
+    "GPT2LMHeadModel"
+  ],
+  "attn_pdrop": 0.1,
+  "bos_token_id": 50256,
+  "embd_pdrop": 0.1,
+  "eos_token_id": 50256,
+  "id2label": {
+    "0": "LABEL_0"
+  },
+  "initializer_range": 0.02,
+  "label2id": {
+    "LABEL_0": 0
+  },
+  "layer_norm_epsilon": 1e-05,
+  "model_type": "gpt2",
+  "n_ctx": 1024,
+  "n_embd": 768,
+  "n_head": 12,
+  "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": "4.38.2",
+  "use_cache": true,
+  "vocab_size": 50257
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 50256,
+  "eos_token_id": 50256,
+  "transformers_version": "4.38.2"
+}

model.safetensors

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runs/Mar30_13-09-31_87fd3b9d5476/events.out.tfevents.1711804173.87fd3b9d5476.1560.8

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special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "<|endoftext|>",
+  "unk_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

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+{
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "50256": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<|endoftext|>",
+  "clean_up_tokenization_spaces": true,
+  "eos_token": "<|endoftext|>",
+  "model_max_length": 1024,
+  "pad_token": "<|endoftext|>",
+  "tokenizer_class": "GPT2Tokenizer",
+  "unk_token": "<|endoftext|>"
+}

training_args.bin

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