zephy_finetuned_nvidiaQA75k_chatbot

rathi2023/zephy_finetuned_nvidiaQA75k_chatbot

zephy_finetuned_nvidiaQA75k_chatbot is a machine learning model from rathi2023. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.

should probably proofread and complete it, then remove this comment. --

Downloads · 30 days

Access

Public

Updated Nov 18, 2023

Repo size

27.8 MB

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Public

Hugging Face

Repo makeup

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.safetensors27.3 MB · 92%

At a glance

License: mit
Access: Public
Created: Nov 18, 2023
Updated: Nov 18, 2023
SHA: 6c2d6f66

Base models

TheBloke/zephyr-7B-alpha-GPTQ

Model card

From the Hugging Face model README

zephy_finetuned_nvidiaQA75k_chatbot

This model is a fine-tuned version of TheBloke/zephyr-7B-alpha-GPTQ on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.5038

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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
training_steps: 7000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
1.6115	0.13	1000	1.6073
1.5629	0.27	2000	1.5688
1.5342	0.4	3000	1.5423
1.5325	0.54	4000	1.5246
1.5011	0.67	5000	1.5118
1.511	0.81	6000	1.5053
1.5	0.94	7000	1.5038

Framework versions

Transformers 4.36.0.dev0
Pytorch 2.0.1+cu117
Datasets 2.15.0
Tokenizers 0.15.0

License: mit
Created: Nov 18, 2023
Updated: Nov 18, 2023