metadata
license: apache-2.0
tags:
- generated_from_trainer
base_model: teknium/OpenHermes-2.5-Mistral-7B
model-index:
- name: qlora-out
results: []
DPOpenHermes
OpenHermes x NoRobots x Neural
This model is a RL fine-tuned version of teknium/OpenHermes-2.5-Mistral-7B on the Intel/orca_dpo_pairs and winglian/no_robots_rlhf datasets.
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: 4
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 20
- training_steps: 1348
Training results
Framework versions
- Transformers 4.35.2
- Pytorch 2.0.1+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 66.52 |
| AI2 Reasoning Challenge (25-Shot) | 65.02 |
| HellaSwag (10-Shot) | 83.96 |
| MMLU (5-Shot) | 63.67 |
| TruthfulQA (0-shot) | 51.75 |
| Winogrande (5-shot) | 78.85 |
| GSM8k (5-shot) | 55.88 |