4d0ad11821
Model: mncai/Mistral-7B-LaAdMoAl-Marcoroni-merged-Qn-100-ep4-lr5 Source: Original Platform
base_model, tags, model-index
| base_model | tags | model-index | ||||||
|---|---|---|---|---|---|---|---|---|
| MNC-LLM/Mistral-7B-NWS-u2k-eng-cot-ep4-lr1e-05 |
|
|
batch1_epochs4_lr1e-05_paged_adamw_32bit_cosine_length2048_warmup_0.05_max_grad1.0_grad_accu16
This model is a fine-tuned version of MNC-LLM/Mistral-7B-NWS-u2k-eng-cot-ep4-lr1e-05 on the None dataset.
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-05
- train_batch_size: 1
- eval_batch_size: 8
- 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: 0.05
- num_epochs: 4
Training results
Framework versions
- Transformers 4.36.2
- Pytorch 2.1.1+cu121
- Datasets 2.16.0
- Tokenizers 0.15.0