metadata
library_name: transformers
license: other
base_model: trl-lib/qwen1.5-0.5b-sft
tags:
- alignment-handbook
- trl
- simpo
- generated_from_trainer
model-index:
- name: trl-lib/qwen1.5-0.5b-sft
results: []
trl-lib/qwen1.5-0.5b-sft
This model is a fine-tuned version of trl-lib/qwen1.5-0.5b-sft on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.7797
- Rewards/chosen: -1.7866
- Rewards/rejected: -1.8726
- Rewards/accuracies: 0.5230
- Rewards/margins: 0.0860
- Logps/rejected: -1.8726
- Logps/chosen: -1.7866
- Logits/rejected: -0.3259
- Logits/chosen: -0.3565
- Semantic Entropy: 0.6461
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: 8e-08
- train_batch_size: 1
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 16
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- training_steps: 60
Training results
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu121
- Datasets 3.0.1
- Tokenizers 0.19.1