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distilbert-base-uncased-finetuned-lora-tweet_eval_emotion – AI Model by TransferGraph | AlphaNeural AI
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distilbert-base-uncased-finetuned-lora-tweet_eval_emotion
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peft
safetensors
parquet
text-classification
tweet_eval
distilbert/distilbert-base-uncased
adapter
apache-2.0
model-index
us
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distilbert-base-uncased-finetuned-lora-tweet_eval_emotion
This model is a fine-tuned version of
distilbert-base-uncased
on the tweet_eval dataset. It achieves the following results on the evaluation set:
accuracy: 0.7326
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: 0.0004
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: 4
Training results
accuracy
train_loss
epoch
0.2353
None
0
0.6631
1.0175
0
0.7139
0.6889
1
0.7246
0.6209
2
0.7326
0.5840
3
Framework versions
PEFT 0.8.2
Transformers 4.37.2
Pytorch 2.2.0
Datasets 2.16.1
Tokenizers 0.15.2
