scachase-openchat-0.2 – AI Model by amgadhasan | AlphaNeural AI

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amgadhasan/
scachase-openchat-0.2

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text-generation

generated_from_trainer

amgadhasan/explicitai-scarch-0.1

openchat/openchat_3.5

autotrain_compatible

text-generation-inference

endpoints_compatible

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Scarlet Chase Chatbot

This model is a fine-tuned version of openchat/openchat_3.5 on the Scarch 0.2 dataset. It achieves the following results on the evaluation set:

Loss: 0.5505

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: 1
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 50
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
1.3688	0.99	23	1.2936
0.6937	1.99	46	0.7731
0.4616	2.98	69	0.5906
0.3754	3.98	92	0.5231
0.2555	4.97	115	0.5099
0.2235	5.97	138	0.5073
0.1517	6.96	161	0.5216
0.0767	8.0	185	0.5357
0.073	8.99	208	0.5503
0.0886	9.95	230	0.5505

Framework versions

Transformers 4.35.0
Pytorch 2.0.1+cu118
Datasets 2.14.6
Tokenizers 0.14.1