generated_from_trainer base_model:NousResearch/llama-2-7b-chat-hf region:us
---
base_model: NousResearch/llama-2-7b-chat-hf
tags:
- generated_from_trainer
model-index:
- name: abai
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# results

This model is a fine-tuned version of [NousResearch/llama-2-7b-chat-hf](https://huggingface.co/NousResearch/llama-2-7b-chat-hf) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 1.4767

## 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: 0.0002
- train_batch_size: 4
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.03
- num_epochs: 4

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 1.5873        | 0.98  | 80   | 1.6342          |
| 1.5655        | 1.95  | 160  | 1.5607          |
| 1.5332        | 2.93  | 240  | 1.4915          |
| 1.4491        | 3.9   | 320  | 1.4767          |


### Framework versions

- Transformers 4.33.3
- Pytorch 2.0.1
- Datasets 2.14.5
- Tokenizers 0.13.3
