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: 0.3086
Rewards/chosen: 0.2238
Rewards/rejected: -0.9996
Rewards/accuracies: 0.9900
Rewards/margins: 1.2234
Logps/rejected: -66.5267
Logps/chosen: -31.7329
Logits/rejected: -1.3243
Logits/chosen: -1.3093

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
0.6945	0.3333	25	0.6909	-0.0005	-0.0056	0.4900	0.0051	-63.2133	-32.4808	-1.3230	-1.3079
0.6631	0.6667	50	0.6538	0.0144	-0.0676	0.8500	0.0820	-63.4201	-32.4310	-1.3232	-1.3082
0.6008	1.0	75	0.5691	0.0482	-0.2288	0.9600	0.2770	-63.9573	-32.3183	-1.3233	-1.3082
0.4499	1.3333	100	0.4399	0.1150	-0.5411	0.9600	0.6561	-64.9983	-32.0957	-1.3238	-1.3088
0.3285	1.6667	125	0.3355	0.1971	-0.8933	0.9900	1.0904	-66.1723	-31.8220	-1.3241	-1.3092
0.3053	2.0	150	0.3088	0.2246	-1.0014	0.9900	1.2260	-66.5327	-31.7303	-1.3242	-1.3092
0.2456	2.3333	175	0.3086	0.2238	-0.9996	0.9900	1.2234	-66.5267	-31.7329	-1.3243	-1.3093

Framework versions

Transformers 4.41.2
Pytorch 2.0.0+cu117
Datasets 2.19.2
Tokenizers 0.19.1

tsavage68/UTI_L3_175steps_1e7rate_03beta_CSFTDPO

UTI_L3_175steps_1e7rate_03beta_CSFTDPO

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

tsavage68/
UTI_L3_175steps_1e7rate_03beta_CSFTDPO