End of training

README.md

@@ -0,0 +1,58 @@
+---
+base_model: distilbert-base-uncased
+tags:
+- generated_from_trainer
+model-index:
+- name: my_awesome_qa_model
+  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. -->
+
+# my_awesome_qa_model
+
+This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.8359
+
+## 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: 64
+- eval_batch_size: 64
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 3
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| No log        | 1.0   | 63   | 2.2025          |
+| No log        | 2.0   | 126  | 1.8785          |
+| No log        | 3.0   | 189  | 1.8359          |
+
+
+### Framework versions
+
+- Transformers 4.37.2
+- Pytorch 2.2.0+cu118
+- Datasets 2.17.0
+- Tokenizers 0.15.1

config.json

@@ -0,0 +1,24 @@
+{
+  "_name_or_path": "distilbert-base-uncased",
+  "activation": "gelu",
+  "architectures": [
+    "DistilBertForQuestionAnswering"
+  ],
+  "attention_dropout": 0.1,
+  "dim": 768,
+  "dropout": 0.1,
+  "hidden_dim": 3072,
+  "initializer_range": 0.02,
+  "max_position_embeddings": 512,
+  "model_type": "distilbert",
+  "n_heads": 12,
+  "n_layers": 6,
+  "pad_token_id": 0,
+  "qa_dropout": 0.1,
+  "seq_classif_dropout": 0.2,
+  "sinusoidal_pos_embds": false,
+  "tie_weights_": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.37.2",
+  "vocab_size": 30522
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e903cabec3c2671dfb30cea40cecfcfee58fc8eda0285acce88e8212e8c93804
+size 265470032

runs/Feb13_18-56-52_Ravi-Desktop/events.out.tfevents.1707865028.Ravi-Desktop.12188.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b793f2743ff75a496f93ef2c891e2a9278bdcf053902a6a71dcb98b64d9023ac
+size 4039

runs/Feb13_18-58-16_Ravi-Desktop/events.out.tfevents.1707865099.Ravi-Desktop.12188.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d274b0002ea6567476fbbdcb1031c103698f75cac1eac11f52c40935b5d86aa2
+size 4039

runs/Feb13_19-00-54_Ravi-Desktop/events.out.tfevents.1707865263.Ravi-Desktop.12188.2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:300353329ba069560f534603dcc8af7e3428687d8472f3df784098f0b81b11fd
+size 4039

runs/Feb13_19-05-06_Ravi-Desktop/events.out.tfevents.1707865506.Ravi-Desktop.12188.3

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d76bea9cdb21a2d395b2b7f57d589096b84ff0bfe1808ed2e35c27e4a757ab6
+size 4039

runs/Feb13_21-27-30_Ravi-Desktop/events.out.tfevents.1707874050.Ravi-Desktop.34976.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:614a78675a458f3eb53ee879749909b1618d326c00b45beb48995fa41c791594
+size 4256

runs/Feb13_21-32-28_Ravi-Desktop/events.out.tfevents.1707874350.Ravi-Desktop.36548.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8191f6e8a3211b861e3afc160888239d92fbd6c10d92612b52170e615c6b7986
+size 4256

runs/Feb13_21-33-23_Ravi-Desktop/events.out.tfevents.1707874403.Ravi-Desktop.36548.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f815114f64e789b989d93dedba7910db306e675e21e40ba701ba070344ccf7a9
+size 5413

special_tokens_map.json

@@ -0,0 +1,7 @@
+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tokenizer_config.json

@@ -0,0 +1,55 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "100": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "101": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "102": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "103": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_lower_case": true,
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "DistilBertTokenizer",
+  "unk_token": "[UNK]"
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4938ffd40d823bed8b97b8692402c5ca58f015bb56e438f284cf07c3c16c716
+size 4728