This model is a fine-tuned version of tsavage68/UTI_L3_1000steps_1e5rate_SFT on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.4424
Rewards/chosen: 0.3849
Rewards/rejected: -0.3042
Rewards/accuracies: 0.6500
Rewards/margins: 0.6891
Logps/rejected: -29.4987
Logps/chosen: -17.8203
Logits/rejected: -1.1540
Logits/chosen: -1.1495

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-07
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: 175

Training results

Training Loss	Epoch	Step	Validation Loss	Rewards/chosen	Rewards/rejected	Rewards/accuracies	Rewards/margins	Logps/rejected	Logps/chosen	Logits/rejected	Logits/chosen
0.6944	0.3333	25	0.6884	0.0045	-0.0054	0.3900	0.0099	-28.5027	-19.0882	-1.1523	-1.1488
0.6816	0.6667	50	0.6751	0.0295	-0.0076	0.5600	0.0370	-28.5099	-19.0051	-1.1524	-1.1488
0.6338	1.0	75	0.6279	0.0961	-0.0432	0.6300	0.1392	-28.6285	-18.7831	-1.1525	-1.1488
0.5045	1.3333	100	0.5423	0.2255	-0.1296	0.6400	0.3551	-28.9166	-18.3516	-1.1531	-1.1490
0.4193	1.6667	125	0.4625	0.3477	-0.2619	0.6500	0.6095	-29.3576	-17.9444	-1.1536	-1.1492
0.4777	2.0	150	0.4434	0.3849	-0.3013	0.6500	0.6862	-29.4891	-17.8203	-1.1539	-1.1494
0.4132	2.3333	175	0.4424	0.3849	-0.3042	0.6500	0.6891	-29.4987	-17.8203	-1.1540	-1.1495

Framework versions

Transformers 4.41.2
Pytorch 2.0.0+cu117
Datasets 2.19.2
Tokenizers 0.19.1

tsavage68/UTI2_L3_175steps_1e7rate_03beta_CSFTDPO

UTI2_L3_175steps_1e7rate_03beta_CSFTDPO

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

tsavage68/
UTI2_L3_175steps_1e7rate_03beta_CSFTDPO