metadata
library_name: peft
license: llama3
base_model: meta-llama/Meta-Llama-3-8B-Instruct
tags:
- base_model:adapter:meta-llama/Meta-Llama-3-8B-Instruct
- llama-factory
- transformers
pipeline_tag: text-generation
model-index:
- name: train_cb_789_1760637870
results: []
train_cb_789_1760637870
This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B-Instruct on the cb dataset. It achieves the following results on the evaluation set:
- Loss: 1.0068
- Num Input Tokens Seen: 711112
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: 5e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 789
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 20
Training results
| Training Loss | Epoch | Step | Validation Loss | Input Tokens Seen |
|---|---|---|---|---|
| 0.998 | 1.0 | 57 | 1.1530 | 35448 |
| 1.1776 | 2.0 | 114 | 1.1269 | 70496 |
| 1.1544 | 3.0 | 171 | 1.1184 | 106416 |
| 1.2161 | 4.0 | 228 | 1.0682 | 142480 |
| 0.8968 | 5.0 | 285 | 1.0623 | 177224 |
| 1.0029 | 6.0 | 342 | 1.0563 | 212000 |
| 0.8655 | 7.0 | 399 | 1.0370 | 248272 |
| 0.9519 | 8.0 | 456 | 1.0199 | 284248 |
| 1.0435 | 9.0 | 513 | 1.0256 | 319488 |
| 0.9225 | 10.0 | 570 | 1.0201 | 354472 |
| 0.9044 | 11.0 | 627 | 1.0167 | 389408 |
| 0.9074 | 12.0 | 684 | 1.0151 | 425328 |
| 0.8735 | 13.0 | 741 | 1.0169 | 461216 |
| 0.9917 | 14.0 | 798 | 1.0128 | 496704 |
| 0.8208 | 15.0 | 855 | 1.0204 | 532504 |
| 0.8281 | 16.0 | 912 | 1.0124 | 567952 |
| 1.0021 | 17.0 | 969 | 1.0095 | 603760 |
| 1.0184 | 18.0 | 1026 | 1.0096 | 639784 |
| 0.7952 | 19.0 | 1083 | 1.0226 | 675800 |
| 0.8799 | 20.0 | 1140 | 1.0068 | 711112 |
Framework versions
- PEFT 0.17.1
- Transformers 4.51.3
- Pytorch 2.9.0+cu128
- Datasets 4.0.0
- Tokenizers 0.21.4