Transaminitis_L3_100steps_1e6rate_01beta_CSFTDPO – AI Model by tsavage68 | AlphaNeural AI

You can deploy this model and start earning money today!

tsavage68/
Transaminitis_L3_100steps_1e6rate_01beta_CSFTDPO

like

0

text-generation

generated_from_trainer

tsavage68/Transaminitis_L3_1000rate_1e7_SFT

autotrain_compatible

text-generation-inference

endpoints_compatible

Views

No views yet

Transaminitis_L3_100steps_1e6rate_01beta_CSFTDPO

This model is a fine-tuned version of tsavage68/Transaminitis_L3_1000rate_1e7_SFT on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0003
Rewards/chosen: 1.7922
Rewards/rejected: -6.4799
Rewards/accuracies: 1.0
Rewards/margins: 8.2721
Logps/rejected: -83.3533
Logps/chosen: -0.6118
Logits/rejected: -0.9682
Logits/chosen: -0.9313

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: 1e-06
train_batch_size: 2
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 4
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 100
training_steps: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Rewards/chosen	Rewards/rejected	Rewards/accuracies	Rewards/margins	Logps/rejected	Logps/chosen	Logits/rejected	Logits/chosen
0.6925	0.2	25	0.6848	-0.0689	-0.0860	0.7200	0.0171	-19.4148	-19.2230	-1.0686	-1.0674
0.6411	0.4	50	0.4566	0.6281	-0.0104	0.8700	0.6385	-18.6588	-12.2529	-1.0509	-1.0497
0.1978	0.6	75	0.2804	1.4640	-5.9458	0.9500	7.4098	-78.0130	-3.8943	-0.9527	-0.9153
0.432	0.8	100	0.0003	1.7922	-6.4799	1.0	8.2721	-83.3533	-0.6118	-0.9682	-0.9313

Framework versions

Transformers 4.40.2
Pytorch 2.0.0+cu117
Datasets 2.19.1
Tokenizers 0.19.1