End of training

README.md

@@ -0,0 +1,62 @@
+---
+base_model: finiteautomata/bertweet-base-sentiment-analysis
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+- f1
+- recall
+- precision
+model-index:
+- name: finetuning-sentiment-model-1000-samples-synth
+  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. -->
+
+# finetuning-sentiment-model-1000-samples-synth
+
+This model is a fine-tuned version of [finiteautomata/bertweet-base-sentiment-analysis](https://huggingface.co/finiteautomata/bertweet-base-sentiment-analysis) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.1326
+- Accuracy: 0.9825
+- F1: 0.9826
+- Recall: 0.9705
+- Precision: 0.9950
+
+## 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
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 2
+
+### Training results
+
+
+
+### Framework versions
+
+- Transformers 4.39.3
+- Pytorch 1.13.1+cpu
+- Datasets 2.18.0
+- Tokenizers 0.15.2

added_tokens.json

@@ -0,0 +1,3 @@
+{
+  "<mask>": 64000
+}

config.json

@@ -0,0 +1,42 @@
+{
+  "_name_or_path": "finiteautomata/bertweet-base-sentiment-analysis",
+  "architectures": [
+    "RobertaForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "classifier_dropout": null,
+  "eos_token_id": 2,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "LABEL_0",
+    "1": "LABEL_1",
+    "2": "LABEL_2",
+    "3": "LABEL_3"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "LABEL_0": 0,
+    "LABEL_1": 1,
+    "LABEL_2": 2,
+    "LABEL_3": 3
+  },
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 130,
+  "model_type": "roberta",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 1,
+  "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
+  "tokenizer_class": "BertweetTokenizer",
+  "torch_dtype": "float32",
+  "transformers_version": "4.39.3",
+  "type_vocab_size": 1,
+  "use_cache": true,
+  "vocab_size": 64001
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a789660f69857c6f8ef99b4f0f413fe05f8134ffaab4d0ade7d73147dfb05f3b
+size 539636320

runs/Apr07_20-42-47_LAPTOP-ANUS2U3C/events.out.tfevents.1712518999.LAPTOP-ANUS2U3C.8588.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a13f9934c232e4947fd41f8c98a9b09e5a3cae061e482d6c455b678ffee1a20
+size 9636

runs/Apr07_20-50-14_LAPTOP-ANUS2U3C/events.out.tfevents.1712519417.LAPTOP-ANUS2U3C.8588.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc9cf111ef947a0c664c96122c381939ba5a16588024604b9d2a1bb122bcbe03
+size 4838

runs/Apr07_20-59-26_LAPTOP-ANUS2U3C/events.out.tfevents.1712519966.LAPTOP-ANUS2U3C.8588.2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f1d18155a2763e4c7f6730d69c38d0922487c0155600e460c5435ca13ccf718
+size 4838

runs/Apr07_21-01-17_LAPTOP-ANUS2U3C/events.out.tfevents.1712520078.LAPTOP-ANUS2U3C.8588.3

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d02613ff1c3c3415f771ae4a21892407412d6086de4b3d641df5b2f396147d3a
+size 4838

runs/Apr07_21-07-42_LAPTOP-ANUS2U3C/events.out.tfevents.1712520463.LAPTOP-ANUS2U3C.8588.4

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a44179757a61cb07ec26f15920caec6885c4942d9d0add603ceb17dcfb4c21d8
+size 4838

runs/Apr07_21-39-29_LAPTOP-ANUS2U3C/events.out.tfevents.1712522370.LAPTOP-ANUS2U3C.8588.5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bade81e7977c2621713b87fadba170c513b5d5383c6708bd1d57a4d80199d486
+size 4968

runs/Apr07_21-45-40_LAPTOP-ANUS2U3C/events.out.tfevents.1712522741.LAPTOP-ANUS2U3C.20612.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc7e41c5858ae1358904d56a66bffa64c1ac4fcf9b990d5340cf17b1a7a34db0
+size 4968

runs/Apr07_21-54-22_LAPTOP-ANUS2U3C/events.out.tfevents.1712523265.LAPTOP-ANUS2U3C.20612.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:203a06eb180450bebc244190d9ab90d03e1216392a505e96e64251d34d1210fc
+size 4838

runs/Apr07_22-01-25_LAPTOP-ANUS2U3C/events.out.tfevents.1712523686.LAPTOP-ANUS2U3C.20612.2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c17cb9630f88023143fcde173b964a3a6da117b8e4dc0347d7832b82dece25b2
+size 5378

runs/Apr07_22-01-25_LAPTOP-ANUS2U3C/events.out.tfevents.1712524561.LAPTOP-ANUS2U3C.20612.3

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e30a20e61fbe57e849f98890f9d638e6e5c4570a083b91376dc3ec722035df6
+size 503

special_tokens_map.json

@@ -0,0 +1,9 @@
+{
+  "bos_token": "<s>",
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "mask_token": "<mask>",
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "unk_token": "<unk>"
+}

tokenizer_config.json

@@ -0,0 +1,56 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<pad>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "3": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "64000": {
+      "content": "<mask>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "ignore_mismatched_sizes": true,
+  "mask_token": "<mask>",
+  "model_max_length": 128,
+  "normalization": false,
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "tokenizer_class": "BertweetTokenizer",
+  "unk_token": "<unk>"
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c852453596c68a32496a1e67aaf96ab5e5ec5b4bff07a8926f26cb7a211c6d58
+size 4539